2022-08-20 00:34:52,204 INFO [train.py:1020] (6/8) Training started
2022-08-20 00:34:52,204 INFO [train.py:1030] (6/8) Device: cuda:6
2022-08-20 00:34:52,215 INFO [train.py:1039] (6/8) {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 0, 'log_interval': 50, 'reset_interval': 200, 'valid_interval': 3000, 'feature_dim': 80, 'subsampling_factor': 4, 'dim_feedforward': 2048, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 3000, 'env_info': {'k2-version': '1.15.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'f8d2dba06c000ffee36aab5b66f24e7c9809f116', 'k2-git-date': 'Thu Apr 21 12:20:34 2022', 'lhotse-version': '1.3.0.dev+missing.version.file', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'lstm-giga-libri', 'icefall-git-sha1': 'f2f5baf-dirty', 'icefall-git-date': 'Fri Aug 19 14:38:45 2022', 'icefall-path': '/k2-dev/fangjun/open-source/icefall-lstm-giga', 'k2-path': '/ceph-fj/fangjun/open-source-2/k2-multi-22/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-fj/fangjun/open-source-2/lhotse-jsonl/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-6-0701202559-7d99965d5f-tswlt', 'IP address': '10.177.28.74'}, 'world_size': 8, 'master_port': 12354, 'tensorboard': True, 'full_libri': True, 'num_epochs': 35, 'start_epoch': 1, 'start_batch': 0, 'exp_dir': PosixPath('lstm_transducer_stateless2/exp'), 'bpe_model': 'data/lang_bpe_500/bpe.model', 'initial_lr': 0.003, 'lr_batches': 5000, 'lr_epochs': 10.0, 'context_size': 2, 'prune_range': 5, 'lm_scale': 0.25, 'am_scale': 0.0, 'simple_loss_scale': 0.5, 'seed': 42, 'print_diagnostics': False, 'save_every_n': 2000, 'keep_last_k': 20, 'average_period': 100, 'use_fp16': False, 'giga_prob': 0.9, 'num_encoder_layers': 12, 'encoder_dim': 512, 'rnn_hidden_size': 1024, 'aux_layer_period': 0, 'max_duration': 500, 'bucketing_sampler': True, 'num_buckets': 30, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'on_the_fly_num_workers': 0, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'manifest_dir': PosixPath('data/fbank'), 'on_the_fly_feats': False, 'blank_id': 0, 'vocab_size': 500}
2022-08-20 00:34:52,217 INFO [train.py:1041] (6/8) About to create model
2022-08-20 00:34:52,698 INFO [train.py:460] (6/8) Use giga
2022-08-20 00:34:52,753 INFO [train.py:1045] (6/8) Number of model parameters: 86241344
2022-08-20 00:34:58,938 INFO [train.py:1060] (6/8) Using DDP
2022-08-20 00:34:59,676 INFO [librispeech.py:43] (6/8) About to get train-clean-100 cuts from data/fbank/librispeech_cuts_train-clean-100.jsonl.gz
2022-08-20 00:34:59,679 INFO [librispeech.py:48] (6/8) About to get train-clean-360 cuts from data/fbank/librispeech_cuts_train-clean-360.jsonl.gz
2022-08-20 00:34:59,681 INFO [librispeech.py:53] (6/8) About to get train-other-500 cuts from data/fbank/librispeech_cuts_train-other-500.jsonl.gz
2022-08-20 00:34:59,682 INFO [train.py:1104] (6/8) Using the XL subset of GigaSpeech (10k hours)
2022-08-20 00:34:59,682 INFO [gigaspeech.py:46] (6/8) About to get train-XL cuts
2022-08-20 00:34:59,791 INFO [gigaspeech.py:62] (6/8) Loading 1998 splits
2022-08-20 00:35:10,562 INFO [asr_datamodule.py:168] (6/8) Enable MUSAN
2022-08-20 00:35:10,562 INFO [asr_datamodule.py:180] (6/8) Enable SpecAugment
2022-08-20 00:35:10,562 INFO [asr_datamodule.py:181] (6/8) Time warp factor: 80
2022-08-20 00:35:10,562 INFO [asr_datamodule.py:196] (6/8) About to create train dataset
2022-08-20 00:35:10,562 INFO [asr_datamodule.py:227] (6/8) Using DynamicBucketingSampler.
2022-08-20 00:35:13,423 INFO [asr_datamodule.py:236] (6/8) About to create train dataloader
2022-08-20 00:35:13,424 INFO [asr_datamodule.py:168] (6/8) Enable MUSAN
2022-08-20 00:35:13,424 INFO [asr_datamodule.py:180] (6/8) Enable SpecAugment
2022-08-20 00:35:13,424 INFO [asr_datamodule.py:181] (6/8) Time warp factor: 80
2022-08-20 00:35:13,424 INFO [asr_datamodule.py:196] (6/8) About to create train dataset
2022-08-20 00:35:13,424 INFO [asr_datamodule.py:227] (6/8) Using DynamicBucketingSampler.
2022-08-20 00:35:17,004 INFO [asr_datamodule.py:236] (6/8) About to create train dataloader
2022-08-20 00:35:17,004 INFO [librispeech.py:68] (6/8) About to get dev-clean cuts from data/fbank/librispeech_cuts_dev-clean.jsonl.gz
2022-08-20 00:35:17,006 INFO [librispeech.py:73] (6/8) About to get dev-other cuts from data/fbank/librispeech_cuts_dev-other.jsonl.gz
2022-08-20 00:35:17,007 INFO [asr_datamodule.py:249] (6/8) About to create dev dataset
2022-08-20 00:35:17,341 INFO [asr_datamodule.py:270] (6/8) About to create dev dataloader
2022-08-20 00:35:17,342 INFO [train.py:1156] (6/8) Skip scan_pessimistic_batches_for_oom
2022-08-20 00:37:24,308 INFO [train.py:927] (6/8) Epoch 1, batch 50, giga_loss[loss=0.613, simple_loss=1.226, pruned_loss=7.843, over 12387.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02959, over 85.00 utterances.], tot_loss[loss=0.8713, simple_loss=1.743, pruned_loss=7.745, over 548103.87 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05925, over 3714.09 utterances.], libri_tot_loss[loss=1.178, simple_loss=2.356, pruned_loss=7.322, over 108371.36 frames. utt_duration=1429 frames, utt_pad_proportion=0.01399, over 303.65 utterances.], giga_tot_loss[loss=0.8175, simple_loss=1.635, pruned_loss=7.83, over 459932.73 frames. utt_duration=526 frames, utt_pad_proportion=0.06261, over 3507.68 utterances.], batch size: 85, lr: 3.00e-03
2022-08-20 00:39:05,396 INFO [train.py:927] (6/8) Epoch 1, batch 100, giga_loss[loss=0.4292, simple_loss=0.8584, pruned_loss=7.326, over 12370.00 frames. utt_duration=237 frames, utt_pad_proportion=0.06687, over 210.00 utterances.], tot_loss[loss=0.6593, simple_loss=1.319, pruned_loss=7.597, over 974565.87 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06445, over 6969.73 utterances.], libri_tot_loss[loss=0.9926, simple_loss=1.985, pruned_loss=7.467, over 154889.14 frames. utt_duration=1431 frames, utt_pad_proportion=0.02022, over 433.54 utterances.], giga_tot_loss[loss=0.6246, simple_loss=1.249, pruned_loss=7.611, over 874610.91 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06659, over 6793.61 utterances.], batch size: 210, lr: 3.00e-03
2022-08-20 00:40:44,370 INFO [train.py:927] (6/8) Epoch 1, batch 150, giga_loss[loss=0.3902, simple_loss=0.7804, pruned_loss=7.153, over 12399.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02952, over 62.00 utterances.], tot_loss[loss=0.5602, simple_loss=1.12, pruned_loss=7.481, over 1306868.65 frames. utt_duration=602.3 frames, utt_pad_proportion=0.05656, over 8700.73 utterances.], libri_tot_loss[loss=0.8411, simple_loss=1.682, pruned_loss=7.577, over 223088.96 frames. utt_duration=1390 frames, utt_pad_proportion=0.02598, over 642.88 utterances.], giga_tot_loss[loss=0.536, simple_loss=1.072, pruned_loss=7.465, over 1191531.11 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05831, over 8569.68 utterances.], batch size: 62, lr: 3.00e-03
2022-08-20 00:42:20,887 INFO [train.py:927] (6/8) Epoch 1, batch 200, giga_loss[loss=0.3834, simple_loss=0.7669, pruned_loss=6.629, over 12392.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.5012, simple_loss=1.002, pruned_loss=7.306, over 1565566.63 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06569, over 11013.19 utterances.], libri_tot_loss[loss=0.7667, simple_loss=1.533, pruned_loss=7.591, over 278588.34 frames. utt_duration=1403 frames, utt_pad_proportion=0.02253, over 795.41 utterances.], giga_tot_loss[loss=0.4821, simple_loss=0.9642, pruned_loss=7.274, over 1450633.61 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06764, over 10980.43 utterances.], batch size: 259, lr: 3.00e-03
2022-08-20 00:43:59,371 INFO [train.py:927] (6/8) Epoch 1, batch 250, giga_loss[loss=0.3692, simple_loss=0.7384, pruned_loss=6.989, over 12366.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.03995, over 145.00 utterances.], tot_loss[loss=0.4634, simple_loss=0.9268, pruned_loss=7.247, over 1766651.50 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06036, over 12451.09 utterances.], libri_tot_loss[loss=0.7417, simple_loss=1.483, pruned_loss=7.584, over 311218.56 frames. utt_duration=1415 frames, utt_pad_proportion=0.02087, over 881.03 utterances.], giga_tot_loss[loss=0.4466, simple_loss=0.8933, pruned_loss=7.216, over 1665245.37 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06211, over 12491.87 utterances.], batch size: 145, lr: 3.00e-03
2022-08-20 00:45:35,166 INFO [train.py:927] (6/8) Epoch 1, batch 300, giga_loss[loss=0.3667, simple_loss=0.7335, pruned_loss=6.88, over 12356.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02939, over 70.00 utterances.], tot_loss[loss=0.4403, simple_loss=0.8806, pruned_loss=7.187, over 1923294.64 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05858, over 13748.39 utterances.], libri_tot_loss[loss=0.6856, simple_loss=1.371, pruned_loss=7.542, over 385354.01 frames. utt_duration=1371 frames, utt_pad_proportion=0.02286, over 1125.23 utterances.], giga_tot_loss[loss=0.4252, simple_loss=0.8505, pruned_loss=7.154, over 1822308.70 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06043, over 13954.96 utterances.], batch size: 70, lr: 3.00e-03
2022-08-20 00:47:16,014 INFO [train.py:927] (6/8) Epoch 1, batch 350, giga_loss[loss=0.3638, simple_loss=0.7276, pruned_loss=7.016, over 12320.00 frames. utt_duration=914.3 frames, utt_pad_proportion=0.02319, over 54.00 utterances.], tot_loss[loss=0.4181, simple_loss=0.8362, pruned_loss=7.113, over 2045298.28 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06302, over 14948.80 utterances.], libri_tot_loss[loss=0.6718, simple_loss=1.344, pruned_loss=7.518, over 406122.75 frames. utt_duration=1348 frames, utt_pad_proportion=0.02796, over 1206.86 utterances.], giga_tot_loss[loss=0.4058, simple_loss=0.8115, pruned_loss=7.086, over 1961646.29 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06415, over 15161.16 utterances.], batch size: 54, lr: 3.00e-03
2022-08-20 00:48:57,374 INFO [train.py:927] (6/8) Epoch 1, batch 400, giga_loss[loss=0.3449, simple_loss=0.6898, pruned_loss=6.86, over 12453.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03132, over 75.00 utterances.], tot_loss[loss=0.402, simple_loss=0.8039, pruned_loss=7.068, over 2140899.91 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06259, over 15857.26 utterances.], libri_tot_loss[loss=0.6556, simple_loss=1.311, pruned_loss=7.496, over 436782.47 frames. utt_duration=1348 frames, utt_pad_proportion=0.02627, over 1297.30 utterances.], giga_tot_loss[loss=0.3911, simple_loss=0.7821, pruned_loss=7.043, over 2069945.66 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06375, over 16134.79 utterances.], batch size: 75, lr: 3.00e-03
2022-08-20 00:50:39,330 INFO [train.py:927] (6/8) Epoch 1, batch 450, giga_loss[loss=0.3206, simple_loss=0.6411, pruned_loss=6.955, over 12321.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03525, over 51.00 utterances.], tot_loss[loss=0.3887, simple_loss=0.7774, pruned_loss=7.04, over 2213813.47 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06152, over 15973.60 utterances.], libri_tot_loss[loss=0.6286, simple_loss=1.257, pruned_loss=7.443, over 486409.37 frames. utt_duration=1338 frames, utt_pad_proportion=0.0287, over 1456.10 utterances.], giga_tot_loss[loss=0.3789, simple_loss=0.7579, pruned_loss=7.02, over 2151298.06 frames. utt_duration=527 frames, utt_pad_proportion=0.06268, over 16376.57 utterances.], batch size: 51, lr: 2.99e-03
2022-08-20 00:52:18,250 INFO [train.py:927] (6/8) Epoch 1, batch 500, giga_loss[loss=0.4432, simple_loss=0.8864, pruned_loss=7.243, over 12197.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03352, over 39.00 utterances.], tot_loss[loss=0.3886, simple_loss=0.7773, pruned_loss=7.046, over 2271554.73 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06075, over 16233.97 utterances.], libri_tot_loss[loss=0.6152, simple_loss=1.23, pruned_loss=7.409, over 525870.73 frames. utt_duration=1340 frames, utt_pad_proportion=0.02677, over 1571.11 utterances.], giga_tot_loss[loss=0.3791, simple_loss=0.7582, pruned_loss=7.029, over 2217807.19 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06208, over 16714.55 utterances.], batch size: 39, lr: 2.99e-03
2022-08-20 00:53:58,341 INFO [train.py:927] (6/8) Epoch 1, batch 550, libri_loss[loss=0.4437, simple_loss=0.8875, pruned_loss=7.041, over 12442.00 frames. utt_duration=958.6 frames, utt_pad_proportion=0.07206, over 52.00 utterances.], tot_loss[loss=0.3944, simple_loss=0.7888, pruned_loss=7.076, over 2315978.87 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06057, over 16473.00 utterances.], libri_tot_loss[loss=0.5867, simple_loss=1.173, pruned_loss=7.345, over 601958.95 frames. utt_duration=1284 frames, utt_pad_proportion=0.04458, over 1877.93 utterances.], giga_tot_loss[loss=0.3852, simple_loss=0.7704, pruned_loss=7.066, over 2266389.22 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06056, over 17107.88 utterances.], batch size: 52, lr: 2.99e-03
2022-08-20 00:55:39,673 INFO [train.py:927] (6/8) Epoch 1, batch 600, giga_loss[loss=0.3533, simple_loss=0.7066, pruned_loss=7.213, over 12287.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.0349, over 51.00 utterances.], tot_loss[loss=0.3909, simple_loss=0.7819, pruned_loss=7.114, over 2350759.35 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06376, over 17072.47 utterances.], libri_tot_loss[loss=0.5777, simple_loss=1.155, pruned_loss=7.315, over 629949.74 frames. utt_duration=1275 frames, utt_pad_proportion=0.04577, over 1978.44 utterances.], giga_tot_loss[loss=0.3831, simple_loss=0.7662, pruned_loss=7.111, over 2309667.46 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06364, over 17694.12 utterances.], batch size: 51, lr: 2.99e-03
2022-08-20 00:57:20,678 INFO [train.py:927] (6/8) Epoch 1, batch 650, giga_loss[loss=0.323, simple_loss=0.6459, pruned_loss=7.367, over 12387.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02664, over 66.00 utterances.], tot_loss[loss=0.3815, simple_loss=0.763, pruned_loss=7.145, over 2378060.23 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06241, over 17300.03 utterances.], libri_tot_loss[loss=0.5699, simple_loss=1.14, pruned_loss=7.287, over 657304.53 frames. utt_duration=1291 frames, utt_pad_proportion=0.04443, over 2038.47 utterances.], giga_tot_loss[loss=0.3745, simple_loss=0.7491, pruned_loss=7.148, over 2344262.98 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06256, over 17933.34 utterances.], batch size: 66, lr: 2.99e-03
2022-08-20 00:59:00,317 INFO [train.py:927] (6/8) Epoch 1, batch 700, giga_loss[loss=0.3082, simple_loss=0.6164, pruned_loss=7.184, over 12474.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04153, over 31.00 utterances.], tot_loss[loss=0.3721, simple_loss=0.7442, pruned_loss=7.169, over 2399284.93 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06529, over 17533.09 utterances.], libri_tot_loss[loss=0.561, simple_loss=1.122, pruned_loss=7.254, over 702336.89 frames. utt_duration=1280 frames, utt_pad_proportion=0.04361, over 2197.74 utterances.], giga_tot_loss[loss=0.3645, simple_loss=0.729, pruned_loss=7.177, over 2370344.98 frames. utt_duration=521.6 frames, utt_pad_proportion=0.06559, over 18230.26 utterances.], batch size: 31, lr: 2.99e-03
2022-08-20 01:00:42,638 INFO [train.py:927] (6/8) Epoch 1, batch 750, giga_loss[loss=0.3106, simple_loss=0.6212, pruned_loss=7.329, over 12412.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03745, over 113.00 utterances.], tot_loss[loss=0.363, simple_loss=0.7259, pruned_loss=7.194, over 2415767.12 frames. utt_duration=529.8 frames, utt_pad_proportion=0.07028, over 18290.38 utterances.], libri_tot_loss[loss=0.5483, simple_loss=1.097, pruned_loss=7.225, over 754205.26 frames. utt_duration=1280 frames, utt_pad_proportion=0.04364, over 2359.09 utterances.], giga_tot_loss[loss=0.3552, simple_loss=0.7104, pruned_loss=7.207, over 2391320.10 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07055, over 19118.00 utterances.], batch size: 113, lr: 2.98e-03
2022-08-20 01:02:23,804 INFO [train.py:927] (6/8) Epoch 1, batch 800, giga_loss[loss=0.3113, simple_loss=0.6226, pruned_loss=7.34, over 12462.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03735, over 31.00 utterances.], tot_loss[loss=0.3504, simple_loss=0.7009, pruned_loss=7.224, over 2428519.20 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06732, over 17510.67 utterances.], libri_tot_loss[loss=0.5464, simple_loss=1.093, pruned_loss=7.219, over 762897.24 frames. utt_duration=1282 frames, utt_pad_proportion=0.04307, over 2382.30 utterances.], giga_tot_loss[loss=0.344, simple_loss=0.688, pruned_loss=7.236, over 2409087.16 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06774, over 18206.02 utterances.], batch size: 31, lr: 2.98e-03
2022-08-20 01:04:04,043 INFO [train.py:927] (6/8) Epoch 1, batch 850, giga_loss[loss=0.2756, simple_loss=0.5512, pruned_loss=7.345, over 12177.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03995, over 33.00 utterances.], tot_loss[loss=0.3377, simple_loss=0.6755, pruned_loss=7.251, over 2438516.76 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06678, over 17524.95 utterances.], libri_tot_loss[loss=0.5425, simple_loss=1.085, pruned_loss=7.206, over 779828.84 frames. utt_duration=1286 frames, utt_pad_proportion=0.042, over 2428.36 utterances.], giga_tot_loss[loss=0.3319, simple_loss=0.6639, pruned_loss=7.264, over 2422998.54 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06735, over 18163.06 utterances.], batch size: 33, lr: 2.98e-03
2022-08-20 01:05:44,901 INFO [train.py:927] (6/8) Epoch 1, batch 900, giga_loss[loss=0.2561, simple_loss=0.5122, pruned_loss=7.428, over 12386.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.0503, over 34.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.6571, pruned_loss=7.26, over 2445682.70 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06361, over 17106.91 utterances.], libri_tot_loss[loss=0.5315, simple_loss=1.063, pruned_loss=7.166, over 829449.52 frames. utt_duration=1295 frames, utt_pad_proportion=0.0399, over 2564.65 utterances.], giga_tot_loss[loss=0.3218, simple_loss=0.6437, pruned_loss=7.283, over 2432879.78 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06467, over 17878.55 utterances.], batch size: 34, lr: 2.98e-03
2022-08-20 01:07:26,117 INFO [train.py:927] (6/8) Epoch 1, batch 950, giga_loss[loss=0.2535, simple_loss=0.5071, pruned_loss=7.252, over 12174.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03553, over 39.00 utterances.], tot_loss[loss=0.3195, simple_loss=0.639, pruned_loss=7.273, over 2451827.76 frames. utt_duration=588.4 frames, utt_pad_proportion=0.06258, over 16709.27 utterances.], libri_tot_loss[loss=0.5288, simple_loss=1.058, pruned_loss=7.155, over 845826.51 frames. utt_duration=1300 frames, utt_pad_proportion=0.03912, over 2605.88 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.6263, pruned_loss=7.296, over 2441573.08 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06367, over 17407.13 utterances.], batch size: 39, lr: 2.97e-03
2022-08-20 01:09:05,636 INFO [train.py:927] (6/8) Epoch 1, batch 1000, giga_loss[loss=0.2558, simple_loss=0.5116, pruned_loss=7.31, over 12182.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04241, over 28.00 utterances.], tot_loss[loss=0.311, simple_loss=0.6219, pruned_loss=7.269, over 2455353.98 frames. utt_duration=630.3 frames, utt_pad_proportion=0.05938, over 15618.18 utterances.], libri_tot_loss[loss=0.5189, simple_loss=1.038, pruned_loss=7.122, over 893791.03 frames. utt_duration=1318 frames, utt_pad_proportion=0.03698, over 2716.25 utterances.], giga_tot_loss[loss=0.3035, simple_loss=0.6069, pruned_loss=7.301, over 2446827.47 frames. utt_duration=596.6 frames, utt_pad_proportion=0.06098, over 16445.23 utterances.], batch size: 28, lr: 2.97e-03
2022-08-20 01:10:43,958 INFO [train.py:927] (6/8) Epoch 1, batch 1050, libri_loss[loss=0.4059, simple_loss=0.8118, pruned_loss=6.682, over 12366.00 frames. utt_duration=762.3 frames, utt_pad_proportion=0.1308, over 65.00 utterances.], tot_loss[loss=0.3042, simple_loss=0.6084, pruned_loss=7.258, over 2458739.07 frames. utt_duration=590.2 frames, utt_pad_proportion=0.07019, over 16705.32 utterances.], libri_tot_loss[loss=0.5005, simple_loss=1.001, pruned_loss=7.082, over 955477.60 frames. utt_duration=1283 frames, utt_pad_proportion=0.04782, over 2982.31 utterances.], giga_tot_loss[loss=0.297, simple_loss=0.594, pruned_loss=7.304, over 2451608.91 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06975, over 17618.74 utterances.], batch size: 65, lr: 2.97e-03
2022-08-20 01:12:26,466 INFO [train.py:927] (6/8) Epoch 1, batch 1100, giga_loss[loss=0.2374, simple_loss=0.4748, pruned_loss=7.366, over 12354.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02944, over 66.00 utterances.], tot_loss[loss=0.2952, simple_loss=0.5904, pruned_loss=7.255, over 2462143.82 frames. utt_duration=592.9 frames, utt_pad_proportion=0.06647, over 16653.39 utterances.], libri_tot_loss[loss=0.4789, simple_loss=0.9578, pruned_loss=7.047, over 1021998.00 frames. utt_duration=1294 frames, utt_pad_proportion=0.04619, over 3163.00 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.5788, pruned_loss=7.313, over 2456195.37 frames. utt_duration=553.6 frames, utt_pad_proportion=0.06696, over 17794.50 utterances.], batch size: 66, lr: 2.96e-03
2022-08-20 01:14:07,684 INFO [train.py:927] (6/8) Epoch 1, batch 1150, libri_loss[loss=0.3187, simple_loss=0.6375, pruned_loss=6.776, over 12340.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005775, over 33.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.5694, pruned_loss=7.257, over 2465156.86 frames. utt_duration=584.2 frames, utt_pad_proportion=0.06485, over 16921.35 utterances.], libri_tot_loss[loss=0.4704, simple_loss=0.9408, pruned_loss=7.032, over 1057809.08 frames. utt_duration=1299 frames, utt_pad_proportion=0.04412, over 3259.88 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.558, pruned_loss=7.314, over 2460323.60 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06587, over 18068.94 utterances.], batch size: 33, lr: 2.96e-03
2022-08-20 01:15:46,860 INFO [train.py:927] (6/8) Epoch 1, batch 1200, libri_loss[loss=0.306, simple_loss=0.6121, pruned_loss=6.934, over 12237.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006126, over 34.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.5524, pruned_loss=7.247, over 2466161.10 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06902, over 17571.55 utterances.], libri_tot_loss[loss=0.4548, simple_loss=0.9095, pruned_loss=7.006, over 1112692.77 frames. utt_duration=1317 frames, utt_pad_proportion=0.04204, over 3384.16 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.5423, pruned_loss=7.313, over 2462684.75 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07025, over 18916.01 utterances.], batch size: 34, lr: 2.96e-03
2022-08-20 01:17:27,576 INFO [train.py:927] (6/8) Epoch 1, batch 1250, giga_loss[loss=0.2361, simple_loss=0.4722, pruned_loss=7.363, over 12438.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.5367, pruned_loss=7.264, over 2467783.89 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06832, over 17539.49 utterances.], libri_tot_loss[loss=0.448, simple_loss=0.8961, pruned_loss=6.997, over 1140011.57 frames. utt_duration=1318 frames, utt_pad_proportion=0.04063, over 3463.87 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.5275, pruned_loss=7.326, over 2464602.82 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06981, over 18807.62 utterances.], batch size: 75, lr: 2.95e-03
2022-08-20 01:19:09,197 INFO [train.py:927] (6/8) Epoch 1, batch 1300, giga_loss[loss=0.2086, simple_loss=0.4172, pruned_loss=7.341, over 12323.00 frames. utt_duration=796.5 frames, utt_pad_proportion=0.03453, over 62.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.5205, pruned_loss=7.269, over 2468734.70 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06696, over 17570.78 utterances.], libri_tot_loss[loss=0.4424, simple_loss=0.8847, pruned_loss=6.987, over 1159724.41 frames. utt_duration=1326 frames, utt_pad_proportion=0.04004, over 3501.69 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.5131, pruned_loss=7.325, over 2466335.52 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06845, over 18728.53 utterances.], batch size: 62, lr: 2.95e-03
2022-08-20 01:20:49,433 INFO [train.py:927] (6/8) Epoch 1, batch 1350, giga_loss[loss=0.2246, simple_loss=0.4492, pruned_loss=7.344, over 12375.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03075, over 97.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.5056, pruned_loss=7.278, over 2469633.59 frames. utt_duration=567 frames, utt_pad_proportion=0.06331, over 17468.85 utterances.], libri_tot_loss[loss=0.4416, simple_loss=0.8832, pruned_loss=6.981, over 1172916.30 frames. utt_duration=1327 frames, utt_pad_proportion=0.03938, over 3539.57 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.4972, pruned_loss=7.327, over 2467633.16 frames. utt_duration=536 frames, utt_pad_proportion=0.06488, over 18468.16 utterances.], batch size: 97, lr: 2.95e-03
2022-08-20 01:22:30,949 INFO [train.py:927] (6/8) Epoch 1, batch 1400, giga_loss[loss=0.2459, simple_loss=0.4917, pruned_loss=7.341, over 12380.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03518, over 122.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.5069, pruned_loss=7.285, over 2471018.57 frames. utt_duration=585.7 frames, utt_pad_proportion=0.05775, over 16919.97 utterances.], libri_tot_loss[loss=0.4451, simple_loss=0.8901, pruned_loss=6.975, over 1205454.54 frames. utt_duration=1321 frames, utt_pad_proportion=0.03865, over 3653.07 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.4881, pruned_loss=7.334, over 2469026.27 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05967, over 17927.10 utterances.], batch size: 122, lr: 2.94e-03
2022-08-20 01:24:09,750 INFO [train.py:927] (6/8) Epoch 1, batch 1450, giga_loss[loss=0.1992, simple_loss=0.3984, pruned_loss=7.378, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02648, over 48.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.4964, pruned_loss=7.283, over 2470448.62 frames. utt_duration=608 frames, utt_pad_proportion=0.05403, over 16294.16 utterances.], libri_tot_loss[loss=0.437, simple_loss=0.874, pruned_loss=6.964, over 1248196.72 frames. utt_duration=1320 frames, utt_pad_proportion=0.03823, over 3785.35 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.4769, pruned_loss=7.337, over 2469647.67 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05614, over 17391.51 utterances.], batch size: 48, lr: 2.94e-03
2022-08-20 01:25:52,065 INFO [train.py:927] (6/8) Epoch 1, batch 1500, giga_loss[loss=0.1873, simple_loss=0.3746, pruned_loss=7.356, over 12424.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.0403, over 31.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.4808, pruned_loss=7.284, over 2471023.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.05343, over 15968.04 utterances.], libri_tot_loss[loss=0.4277, simple_loss=0.8554, pruned_loss=6.954, over 1284398.67 frames. utt_duration=1322 frames, utt_pad_proportion=0.03696, over 3890.57 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.4636, pruned_loss=7.341, over 2470380.22 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05564, over 17086.53 utterances.], batch size: 31, lr: 2.94e-03
2022-08-20 01:27:34,513 INFO [train.py:927] (6/8) Epoch 1, batch 1550, giga_loss[loss=0.2873, simple_loss=0.5746, pruned_loss=7.199, over 12327.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.1981, over 368.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.4772, pruned_loss=7.286, over 2471888.66 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05726, over 16567.40 utterances.], libri_tot_loss[loss=0.422, simple_loss=0.8441, pruned_loss=6.949, over 1308153.87 frames. utt_duration=1326 frames, utt_pad_proportion=0.03597, over 3951.23 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.4622, pruned_loss=7.34, over 2471215.18 frames. utt_duration=562.6 frames, utt_pad_proportion=0.05905, over 17618.34 utterances.], batch size: 368, lr: 2.93e-03
2022-08-20 01:29:15,121 INFO [train.py:927] (6/8) Epoch 1, batch 1600, giga_loss[loss=0.2584, simple_loss=0.5168, pruned_loss=7.333, over 12355.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03669, over 122.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.4782, pruned_loss=7.288, over 2471839.36 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05666, over 16403.30 utterances.], libri_tot_loss[loss=0.4163, simple_loss=0.8326, pruned_loss=6.939, over 1331039.73 frames. utt_duration=1333 frames, utt_pad_proportion=0.03507, over 3997.87 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.4653, pruned_loss=7.341, over 2471501.66 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05842, over 17411.53 utterances.], batch size: 122, lr: 2.93e-03
2022-08-20 01:30:57,731 INFO [train.py:927] (6/8) Epoch 1, batch 1650, giga_loss[loss=0.2839, simple_loss=0.5679, pruned_loss=7.369, over 12352.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03228, over 122.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.5057, pruned_loss=7.287, over 2472916.08 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06628, over 17746.98 utterances.], libri_tot_loss[loss=0.4253, simple_loss=0.8506, pruned_loss=6.934, over 1359445.55 frames. utt_duration=1336 frames, utt_pad_proportion=0.03386, over 4075.10 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.4778, pruned_loss=7.34, over 2472505.34 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06755, over 18771.25 utterances.], batch size: 122, lr: 2.92e-03
2022-08-20 01:32:39,131 INFO [train.py:927] (6/8) Epoch 1, batch 1700, giga_loss[loss=0.2607, simple_loss=0.5214, pruned_loss=7.398, over 12430.00 frames. utt_duration=711.8 frames, utt_pad_proportion=0.02365, over 70.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.5094, pruned_loss=7.305, over 2472969.43 frames. utt_duration=555 frames, utt_pad_proportion=0.06641, over 17870.24 utterances.], libri_tot_loss[loss=0.4206, simple_loss=0.8412, pruned_loss=6.929, over 1381719.43 frames. utt_duration=1332 frames, utt_pad_proportion=0.0337, over 4154.86 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.4859, pruned_loss=7.356, over 2472480.02 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06771, over 18859.58 utterances.], batch size: 70, lr: 2.92e-03
2022-08-20 01:34:20,191 INFO [train.py:927] (6/8) Epoch 1, batch 1750, giga_loss[loss=0.2185, simple_loss=0.437, pruned_loss=7.351, over 12396.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02922, over 58.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.5033, pruned_loss=7.301, over 2473298.31 frames. utt_duration=537.4 frames, utt_pad_proportion=0.06753, over 18459.92 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.8304, pruned_loss=6.921, over 1403437.35 frames. utt_duration=1311 frames, utt_pad_proportion=0.04057, over 4286.96 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.484, pruned_loss=7.352, over 2472844.94 frames. utt_duration=511.6 frames, utt_pad_proportion=0.0674, over 19390.11 utterances.], batch size: 58, lr: 2.91e-03
2022-08-20 01:36:02,357 INFO [train.py:927] (6/8) Epoch 1, batch 1800, giga_loss[loss=0.2683, simple_loss=0.5365, pruned_loss=7.393, over 12356.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.0661, over 183.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.493, pruned_loss=7.316, over 2472986.72 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06264, over 18283.90 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.8304, pruned_loss=6.921, over 1403437.35 frames. utt_duration=1311 frames, utt_pad_proportion=0.04057, over 4286.96 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.4781, pruned_loss=7.356, over 2472633.86 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06272, over 19007.88 utterances.], batch size: 183, lr: 2.91e-03
2022-08-20 01:37:44,989 INFO [train.py:927] (6/8) Epoch 1, batch 1850, giga_loss[loss=0.249, simple_loss=0.498, pruned_loss=7.488, over 12372.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03124, over 58.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.4966, pruned_loss=7.32, over 2473896.04 frames. utt_duration=524.1 frames, utt_pad_proportion=0.06464, over 18933.93 utterances.], libri_tot_loss[loss=0.4134, simple_loss=0.8267, pruned_loss=6.917, over 1424833.04 frames. utt_duration=1312 frames, utt_pad_proportion=0.03951, over 4347.73 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.4807, pruned_loss=7.361, over 2473494.03 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06495, over 19698.96 utterances.], batch size: 58, lr: 2.91e-03
2022-08-20 01:39:26,184 INFO [train.py:927] (6/8) Epoch 1, batch 1900, giga_loss[loss=0.2298, simple_loss=0.4595, pruned_loss=7.411, over 12428.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03282, over 80.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.4978, pruned_loss=7.319, over 2473959.05 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06336, over 18337.76 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.8262, pruned_loss=6.913, over 1440483.36 frames. utt_duration=1293 frames, utt_pad_proportion=0.04583, over 4460.32 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.4812, pruned_loss=7.359, over 2473642.02 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06251, over 19026.90 utterances.], batch size: 80, lr: 2.90e-03
2022-08-20 01:41:06,693 INFO [train.py:927] (6/8) Epoch 1, batch 1950, giga_loss[loss=0.2395, simple_loss=0.479, pruned_loss=7.416, over 12368.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03018, over 104.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.4998, pruned_loss=7.316, over 2474115.77 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06633, over 18699.71 utterances.], libri_tot_loss[loss=0.4048, simple_loss=0.8096, pruned_loss=6.903, over 1486073.14 frames. utt_duration=1302 frames, utt_pad_proportion=0.04338, over 4572.25 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.4824, pruned_loss=7.37, over 2473832.44 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06623, over 19709.62 utterances.], batch size: 104, lr: 2.90e-03
2022-08-20 01:42:50,419 INFO [train.py:927] (6/8) Epoch 1, batch 2000, giga_loss[loss=0.2215, simple_loss=0.443, pruned_loss=7.348, over 12454.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03676, over 123.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.4926, pruned_loss=7.322, over 2474092.94 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06263, over 17915.02 utterances.], libri_tot_loss[loss=0.3972, simple_loss=0.7944, pruned_loss=6.896, over 1515097.80 frames. utt_duration=1287 frames, utt_pad_proportion=0.04974, over 4716.19 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.4786, pruned_loss=7.381, over 2474077.33 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06167, over 18968.38 utterances.], batch size: 123, lr: 2.89e-03
2022-08-20 01:44:37,831 INFO [train.py:927] (6/8) Epoch 1, batch 2050, giga_loss[loss=0.2164, simple_loss=0.4327, pruned_loss=7.383, over 12392.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.0504, over 34.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.4907, pruned_loss=7.336, over 2474568.82 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06569, over 18631.62 utterances.], libri_tot_loss[loss=0.3952, simple_loss=0.7904, pruned_loss=6.895, over 1524777.55 frames. utt_duration=1264 frames, utt_pad_proportion=0.05586, over 4832.58 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.4793, pruned_loss=7.387, over 2474458.99 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06368, over 19477.55 utterances.], batch size: 34, lr: 2.89e-03
2022-08-20 01:46:20,457 INFO [train.py:927] (6/8) Epoch 1, batch 2100, giga_loss[loss=0.2137, simple_loss=0.4275, pruned_loss=7.36, over 12221.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03962, over 28.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.4892, pruned_loss=7.344, over 2473006.99 frames. utt_duration=546.3 frames, utt_pad_proportion=0.0705, over 18156.03 utterances.], libri_tot_loss[loss=0.3975, simple_loss=0.795, pruned_loss=6.894, over 1534332.16 frames. utt_duration=1265 frames, utt_pad_proportion=0.05514, over 4856.21 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.4752, pruned_loss=7.387, over 2472848.40 frames. utt_duration=524.5 frames, utt_pad_proportion=0.06886, over 18912.73 utterances.], batch size: 28, lr: 2.88e-03
2022-08-20 01:48:00,840 INFO [train.py:927] (6/8) Epoch 1, batch 2150, libri_loss[loss=0.2701, simple_loss=0.5403, pruned_loss=6.878, over 12315.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006486, over 36.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.4894, pruned_loss=7.326, over 2472483.56 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06681, over 17152.28 utterances.], libri_tot_loss[loss=0.3944, simple_loss=0.7888, pruned_loss=6.888, over 1570787.88 frames. utt_duration=1269 frames, utt_pad_proportion=0.05395, over 4957.43 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.4713, pruned_loss=7.38, over 2472713.63 frames. utt_duration=546.9 frames, utt_pad_proportion=0.0661, over 18133.32 utterances.], batch size: 36, lr: 2.88e-03
2022-08-20 01:49:40,223 INFO [train.py:927] (6/8) Epoch 1, batch 2200, giga_loss[loss=0.2145, simple_loss=0.429, pruned_loss=7.307, over 12369.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.0312, over 58.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.4854, pruned_loss=7.315, over 2471596.50 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06635, over 16752.05 utterances.], libri_tot_loss[loss=0.3841, simple_loss=0.7681, pruned_loss=6.882, over 1610333.83 frames. utt_duration=1263 frames, utt_pad_proportion=0.05442, over 5105.11 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.4709, pruned_loss=7.379, over 2471980.71 frames. utt_duration=554 frames, utt_pad_proportion=0.06598, over 17897.72 utterances.], batch size: 58, lr: 2.87e-03
2022-08-20 01:51:17,922 INFO [train.py:927] (6/8) Epoch 1, batch 2250, giga_loss[loss=0.212, simple_loss=0.424, pruned_loss=7.318, over 12373.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.04785, over 31.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.4792, pruned_loss=7.307, over 2471376.48 frames. utt_duration=604.3 frames, utt_pad_proportion=0.06418, over 16398.80 utterances.], libri_tot_loss[loss=0.3761, simple_loss=0.7522, pruned_loss=6.875, over 1644366.92 frames. utt_duration=1256 frames, utt_pad_proportion=0.05729, over 5243.83 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.4667, pruned_loss=7.379, over 2471524.83 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06326, over 17610.65 utterances.], batch size: 31, lr: 2.86e-03
2022-08-20 01:53:03,056 INFO [train.py:927] (6/8) Epoch 1, batch 2300, giga_loss[loss=0.2182, simple_loss=0.4364, pruned_loss=7.285, over 12361.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03605, over 122.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.4703, pruned_loss=7.315, over 2471075.25 frames. utt_duration=627.4 frames, utt_pad_proportion=0.06192, over 15790.86 utterances.], libri_tot_loss[loss=0.375, simple_loss=0.75, pruned_loss=6.874, over 1648488.08 frames. utt_duration=1257 frames, utt_pad_proportion=0.05696, over 5250.62 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.4607, pruned_loss=7.373, over 2471202.54 frames. utt_duration=590.7 frames, utt_pad_proportion=0.06139, over 16777.46 utterances.], batch size: 122, lr: 2.86e-03
2022-08-20 01:54:42,339 INFO [train.py:927] (6/8) Epoch 1, batch 2350, giga_loss[loss=0.2457, simple_loss=0.4914, pruned_loss=7.353, over 12441.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03522, over 105.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.4692, pruned_loss=7.299, over 2471200.35 frames. utt_duration=620.2 frames, utt_pad_proportion=0.06526, over 15976.01 utterances.], libri_tot_loss[loss=0.3735, simple_loss=0.747, pruned_loss=6.871, over 1668948.65 frames. utt_duration=1263 frames, utt_pad_proportion=0.05535, over 5292.03 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.4571, pruned_loss=7.358, over 2471208.90 frames. utt_duration=584.2 frames, utt_pad_proportion=0.06521, over 16964.74 utterances.], batch size: 105, lr: 2.85e-03
2022-08-20 01:56:23,514 INFO [train.py:927] (6/8) Epoch 1, batch 2400, giga_loss[loss=0.206, simple_loss=0.412, pruned_loss=7.288, over 12346.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04564, over 26.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.4652, pruned_loss=7.298, over 2472376.09 frames. utt_duration=626.9 frames, utt_pad_proportion=0.0611, over 15812.13 utterances.], libri_tot_loss[loss=0.3718, simple_loss=0.7437, pruned_loss=6.868, over 1676824.47 frames. utt_duration=1268 frames, utt_pad_proportion=0.05507, over 5294.11 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.4552, pruned_loss=7.35, over 2472508.33 frames. utt_duration=594.2 frames, utt_pad_proportion=0.06137, over 16685.72 utterances.], batch size: 26, lr: 2.85e-03
2022-08-20 01:58:06,810 INFO [train.py:927] (6/8) Epoch 1, batch 2450, giga_loss[loss=0.2302, simple_loss=0.4604, pruned_loss=7.471, over 12450.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.03878, over 114.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.4629, pruned_loss=7.297, over 2471712.08 frames. utt_duration=635.1 frames, utt_pad_proportion=0.06328, over 15603.50 utterances.], libri_tot_loss[loss=0.3697, simple_loss=0.7394, pruned_loss=6.867, over 1696571.27 frames. utt_duration=1234 frames, utt_pad_proportion=0.06707, over 5506.19 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.4512, pruned_loss=7.349, over 2471773.35 frames. utt_duration=606.4 frames, utt_pad_proportion=0.05989, over 16344.95 utterances.], batch size: 114, lr: 2.84e-03
2022-08-20 01:59:45,642 INFO [train.py:927] (6/8) Epoch 1, batch 2500, giga_loss[loss=0.2035, simple_loss=0.407, pruned_loss=7.346, over 12347.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.03051, over 70.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.4627, pruned_loss=7.302, over 2471182.07 frames. utt_duration=619.3 frames, utt_pad_proportion=0.0594, over 16000.42 utterances.], libri_tot_loss[loss=0.3718, simple_loss=0.7436, pruned_loss=6.865, over 1708065.98 frames. utt_duration=1236 frames, utt_pad_proportion=0.06607, over 5535.38 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.4477, pruned_loss=7.35, over 2471310.22 frames. utt_duration=593.5 frames, utt_pad_proportion=0.0572, over 16698.34 utterances.], batch size: 70, lr: 2.84e-03
2022-08-20 02:01:28,162 INFO [train.py:927] (6/8) Epoch 1, batch 2550, giga_loss[loss=0.2068, simple_loss=0.4136, pruned_loss=7.329, over 12297.00 frames. utt_duration=1173 frames, utt_pad_proportion=0.02508, over 42.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.457, pruned_loss=7.298, over 2471825.22 frames. utt_duration=611.9 frames, utt_pad_proportion=0.06169, over 16198.99 utterances.], libri_tot_loss[loss=0.3659, simple_loss=0.7319, pruned_loss=6.862, over 1731159.05 frames. utt_duration=1246 frames, utt_pad_proportion=0.06406, over 5565.82 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.4448, pruned_loss=7.35, over 2471497.62 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06041, over 17021.92 utterances.], batch size: 42, lr: 2.83e-03
2022-08-20 02:03:07,860 INFO [train.py:927] (6/8) Epoch 1, batch 2600, giga_loss[loss=0.2049, simple_loss=0.4098, pruned_loss=7.357, over 12391.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02671, over 70.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.4545, pruned_loss=7.3, over 2472192.64 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06051, over 16192.15 utterances.], libri_tot_loss[loss=0.3617, simple_loss=0.7235, pruned_loss=6.861, over 1749599.23 frames. utt_duration=1251 frames, utt_pad_proportion=0.06235, over 5599.36 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.4439, pruned_loss=7.352, over 2471859.27 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06002, over 17060.37 utterances.], batch size: 70, lr: 2.83e-03
2022-08-20 02:04:47,708 INFO [train.py:927] (6/8) Epoch 1, batch 2650, giga_loss[loss=0.2183, simple_loss=0.4366, pruned_loss=7.143, over 12353.00 frames. utt_duration=750 frames, utt_pad_proportion=0.02975, over 66.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.4709, pruned_loss=7.287, over 2473169.81 frames. utt_duration=601 frames, utt_pad_proportion=0.0598, over 16500.91 utterances.], libri_tot_loss[loss=0.367, simple_loss=0.7339, pruned_loss=6.859, over 1774651.91 frames. utt_duration=1252 frames, utt_pad_proportion=0.06136, over 5676.29 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.4463, pruned_loss=7.345, over 2472787.05 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05972, over 17485.08 utterances.], batch size: 66, lr: 2.82e-03
2022-08-20 02:06:28,225 INFO [train.py:927] (6/8) Epoch 1, batch 2700, giga_loss[loss=0.2304, simple_loss=0.4607, pruned_loss=7.499, over 12450.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03675, over 105.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.4663, pruned_loss=7.29, over 2472589.66 frames. utt_duration=597.1 frames, utt_pad_proportion=0.06186, over 16604.64 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.7236, pruned_loss=6.856, over 1794953.55 frames. utt_duration=1258 frames, utt_pad_proportion=0.06005, over 5714.75 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.4462, pruned_loss=7.349, over 2472642.92 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06206, over 17659.26 utterances.], batch size: 105, lr: 2.81e-03
2022-08-20 02:08:06,174 INFO [train.py:927] (6/8) Epoch 1, batch 2750, giga_loss[loss=0.2243, simple_loss=0.4486, pruned_loss=7.377, over 12413.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04041, over 40.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.4619, pruned_loss=7.294, over 2472854.09 frames. utt_duration=570 frames, utt_pad_proportion=0.06647, over 17398.49 utterances.], libri_tot_loss[loss=0.3573, simple_loss=0.7146, pruned_loss=6.853, over 1811340.40 frames. utt_duration=1264 frames, utt_pad_proportion=0.05862, over 5739.49 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.4461, pruned_loss=7.354, over 2473263.07 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06683, over 18476.38 utterances.], batch size: 40, lr: 2.81e-03
2022-08-20 02:09:46,120 INFO [train.py:927] (6/8) Epoch 1, batch 2800, giga_loss[loss=0.213, simple_loss=0.426, pruned_loss=7.434, over 12478.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04501, over 34.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.4612, pruned_loss=7.308, over 2472991.28 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06107, over 17005.36 utterances.], libri_tot_loss[loss=0.3516, simple_loss=0.7032, pruned_loss=6.85, over 1834196.92 frames. utt_duration=1273 frames, utt_pad_proportion=0.05658, over 5770.07 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.4482, pruned_loss=7.372, over 2473277.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06234, over 18204.64 utterances.], batch size: 34, lr: 2.80e-03
2022-08-20 02:11:25,859 INFO [train.py:927] (6/8) Epoch 1, batch 2850, giga_loss[loss=0.2228, simple_loss=0.4456, pruned_loss=7.508, over 12362.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03167, over 51.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.4626, pruned_loss=7.321, over 2472430.35 frames. utt_duration=621.5 frames, utt_pad_proportion=0.05647, over 15951.98 utterances.], libri_tot_loss[loss=0.3497, simple_loss=0.6995, pruned_loss=6.848, over 1855930.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.05559, over 5846.34 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.4469, pruned_loss=7.389, over 2472923.91 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05815, over 17184.95 utterances.], batch size: 51, lr: 2.80e-03
2022-08-20 02:13:01,857 INFO [train.py:927] (6/8) Epoch 1, batch 2900, giga_loss[loss=0.212, simple_loss=0.424, pruned_loss=7.442, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03279, over 37.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.4623, pruned_loss=7.338, over 2473174.73 frames. utt_duration=615.1 frames, utt_pad_proportion=0.05688, over 16121.63 utterances.], libri_tot_loss[loss=0.3478, simple_loss=0.6955, pruned_loss=6.847, over 1871401.92 frames. utt_duration=1258 frames, utt_pad_proportion=0.05964, over 5959.22 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.4472, pruned_loss=7.404, over 2473374.82 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05711, over 17232.80 utterances.], batch size: 37, lr: 2.79e-03
2022-08-20 02:14:42,402 INFO [train.py:927] (6/8) Epoch 1, batch 2950, giga_loss[loss=0.2722, simple_loss=0.5444, pruned_loss=7.272, over 12411.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04969, over 161.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.4575, pruned_loss=7.343, over 2473466.55 frames. utt_duration=594.7 frames, utt_pad_proportion=0.0599, over 16678.45 utterances.], libri_tot_loss[loss=0.3452, simple_loss=0.6903, pruned_loss=6.846, over 1883238.46 frames. utt_duration=1260 frames, utt_pad_proportion=0.05842, over 5987.78 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.4449, pruned_loss=7.404, over 2473732.12 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06022, over 17707.91 utterances.], batch size: 161, lr: 2.78e-03
2022-08-20 02:16:24,863 INFO [train.py:927] (6/8) Epoch 1, batch 3000, giga_loss[loss=7.641, simple_loss=0.4407, pruned_loss=7.42, over 12440.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03763, over 123.00 utterances.], tot_loss[loss=0.2621, simple_loss=0.4496, pruned_loss=7.344, over 2472992.89 frames. utt_duration=587.1 frames, utt_pad_proportion=0.05803, over 16890.96 utterances.], libri_tot_loss[loss=0.3423, simple_loss=0.6847, pruned_loss=6.845, over 1894675.06 frames. utt_duration=1266 frames, utt_pad_proportion=0.05737, over 5995.04 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.4392, pruned_loss=7.403, over 2473451.73 frames. utt_duration=554.2 frames, utt_pad_proportion=0.0587, over 17900.73 utterances.], batch size: 123, lr: 2.78e-03
2022-08-20 02:16:24,865 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 02:16:37,468 INFO [train.py:967] (6/8) Epoch 1, validation: loss=7.023, simple_loss=0.5657, pruned_loss=6.741, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 02:18:14,432 INFO [train.py:927] (6/8) Epoch 1, batch 3050, giga_loss[loss=0.3675, simple_loss=0.5185, pruned_loss=1.083, over 12336.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1985, over 366.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.4617, pruned_loss=6.095, over 2473757.78 frames. utt_duration=584 frames, utt_pad_proportion=0.05735, over 16986.83 utterances.], libri_tot_loss[loss=0.3516, simple_loss=0.6802, pruned_loss=6.655, over 1914621.47 frames. utt_duration=1273 frames, utt_pad_proportion=0.05545, over 6022.61 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.4494, pruned_loss=6.274, over 2474144.51 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05846, over 18112.13 utterances.], batch size: 366, lr: 2.77e-03
2022-08-20 02:19:49,657 INFO [train.py:927] (6/8) Epoch 1, batch 3100, giga_loss[loss=0.3261, simple_loss=0.4867, pruned_loss=0.8271, over 12258.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02849, over 54.00 utterances.], tot_loss[loss=0.3058, simple_loss=0.464, pruned_loss=4.96, over 2474085.56 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05423, over 17081.74 utterances.], libri_tot_loss[loss=0.3544, simple_loss=0.6801, pruned_loss=6.517, over 1925457.08 frames. utt_duration=1275 frames, utt_pad_proportion=0.05435, over 6046.95 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.4507, pruned_loss=5.178, over 2474624.19 frames. utt_duration=547 frames, utt_pad_proportion=0.0556, over 18144.18 utterances.], batch size: 54, lr: 2.77e-03
2022-08-20 02:21:27,174 INFO [train.py:927] (6/8) Epoch 1, batch 3150, giga_loss[loss=0.2641, simple_loss=0.4298, pruned_loss=0.492, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03481, over 105.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.4573, pruned_loss=3.998, over 2474727.89 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05296, over 16977.65 utterances.], libri_tot_loss[loss=0.3548, simple_loss=0.675, pruned_loss=6.345, over 1939421.14 frames. utt_duration=1276 frames, utt_pad_proportion=0.05313, over 6087.37 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.4454, pruned_loss=4.248, over 2474806.90 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05452, over 18043.23 utterances.], batch size: 105, lr: 2.76e-03
2022-08-20 02:23:01,978 INFO [train.py:927] (6/8) Epoch 1, batch 3200, giga_loss[loss=0.2702, simple_loss=0.4574, pruned_loss=0.4151, over 12378.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03763, over 113.00 utterances.], tot_loss[loss=0.2899, simple_loss=0.4497, pruned_loss=3.207, over 2474683.19 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05157, over 17143.06 utterances.], libri_tot_loss[loss=0.3546, simple_loss=0.6726, pruned_loss=6.276, over 1944654.90 frames. utt_duration=1276 frames, utt_pad_proportion=0.05262, over 6102.47 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.4401, pruned_loss=3.427, over 2474837.53 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05301, over 18065.00 utterances.], batch size: 113, lr: 2.75e-03
2022-08-20 02:24:41,239 INFO [train.py:927] (6/8) Epoch 1, batch 3250, giga_loss[loss=0.2128, simple_loss=0.3712, pruned_loss=0.2716, over 12284.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02872, over 45.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.4419, pruned_loss=2.579, over 2474533.22 frames. utt_duration=596.5 frames, utt_pad_proportion=0.04952, over 16636.75 utterances.], libri_tot_loss[loss=0.3545, simple_loss=0.6685, pruned_loss=6.144, over 1955065.64 frames. utt_duration=1283 frames, utt_pad_proportion=0.05173, over 6102.45 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.4332, pruned_loss=2.788, over 2474765.13 frames. utt_duration=565.5 frames, utt_pad_proportion=0.05104, over 17551.06 utterances.], batch size: 45, lr: 2.75e-03
2022-08-20 02:26:20,341 INFO [train.py:927] (6/8) Epoch 1, batch 3300, giga_loss[loss=0.2551, simple_loss=0.4408, pruned_loss=0.3467, over 12337.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03327, over 62.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.4401, pruned_loss=2.086, over 2474961.82 frames. utt_duration=578.4 frames, utt_pad_proportion=0.05215, over 17161.69 utterances.], libri_tot_loss[loss=0.3567, simple_loss=0.6679, pruned_loss=5.983, over 1967855.53 frames. utt_duration=1283 frames, utt_pad_proportion=0.05067, over 6141.51 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.4285, pruned_loss=2.283, over 2475214.39 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05357, over 18106.93 utterances.], batch size: 62, lr: 2.74e-03
2022-08-20 02:27:58,684 INFO [train.py:927] (6/8) Epoch 1, batch 3350, giga_loss[loss=0.2064, simple_loss=0.3683, pruned_loss=0.2227, over 12303.00 frames. utt_duration=795.1 frames, utt_pad_proportion=0.03621, over 62.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.438, pruned_loss=1.693, over 2474441.68 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05323, over 16955.19 utterances.], libri_tot_loss[loss=0.3552, simple_loss=0.6629, pruned_loss=5.85, over 1977909.33 frames. utt_duration=1289 frames, utt_pad_proportion=0.05009, over 6143.60 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.4282, pruned_loss=1.871, over 2474661.75 frames. utt_duration=554.7 frames, utt_pad_proportion=0.05448, over 17893.47 utterances.], batch size: 62, lr: 2.73e-03
2022-08-20 02:29:36,023 INFO [train.py:927] (6/8) Epoch 1, batch 3400, giga_loss[loss=0.2364, simple_loss=0.4259, pruned_loss=0.2344, over 12466.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02987, over 75.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.4398, pruned_loss=1.384, over 2474631.45 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05719, over 17921.57 utterances.], libri_tot_loss[loss=0.354, simple_loss=0.6594, pruned_loss=5.752, over 1985419.05 frames. utt_duration=1294 frames, utt_pad_proportion=0.04946, over 6143.48 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.4317, pruned_loss=1.538, over 2474721.51 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05812, over 18804.22 utterances.], batch size: 75, lr: 2.73e-03
2022-08-20 02:31:15,167 INFO [train.py:927] (6/8) Epoch 1, batch 3450, giga_loss[loss=0.269, simple_loss=0.4766, pruned_loss=0.3074, over 12402.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.4436, pruned_loss=1.15, over 2474101.44 frames. utt_duration=544 frames, utt_pad_proportion=0.06063, over 18242.27 utterances.], libri_tot_loss[loss=0.3515, simple_loss=0.6511, pruned_loss=5.502, over 2004164.91 frames. utt_duration=1301 frames, utt_pad_proportion=0.04775, over 6171.24 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.4354, pruned_loss=1.3, over 2474588.69 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06177, over 19344.47 utterances.], batch size: 133, lr: 2.72e-03
2022-08-20 02:33:00,008 INFO [train.py:927] (6/8) Epoch 1, batch 3500, giga_loss[loss=0.2627, simple_loss=0.4698, pruned_loss=0.2779, over 12316.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02876, over 74.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.4529, pruned_loss=0.9708, over 2474333.34 frames. utt_duration=542.6 frames, utt_pad_proportion=0.0607, over 18291.09 utterances.], libri_tot_loss[loss=0.3495, simple_loss=0.6456, pruned_loss=5.319, over 2018049.01 frames. utt_duration=1305 frames, utt_pad_proportion=0.04645, over 6191.90 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.445, pruned_loss=1.107, over 2474751.29 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06211, over 19479.30 utterances.], batch size: 74, lr: 2.72e-03
2022-08-20 02:34:41,235 INFO [train.py:927] (6/8) Epoch 1, batch 3550, giga_loss[loss=0.288, simple_loss=0.5079, pruned_loss=0.3412, over 12177.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.0343, over 33.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.4595, pruned_loss=0.8273, over 2474044.36 frames. utt_duration=568 frames, utt_pad_proportion=0.05692, over 17469.54 utterances.], libri_tot_loss[loss=0.3474, simple_loss=0.6405, pruned_loss=5.172, over 2029360.11 frames. utt_duration=1311 frames, utt_pad_proportion=0.04545, over 6200.94 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.4527, pruned_loss=0.9457, over 2474349.14 frames. utt_duration=531.7 frames, utt_pad_proportion=0.05871, over 18667.12 utterances.], batch size: 33, lr: 2.71e-03
2022-08-20 02:36:28,878 INFO [train.py:927] (6/8) Epoch 1, batch 3600, giga_loss[loss=0.2733, simple_loss=0.4867, pruned_loss=0.2994, over 12431.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03095, over 80.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.473, pruned_loss=0.7211, over 2474437.70 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06562, over 18874.11 utterances.], libri_tot_loss[loss=0.3502, simple_loss=0.6448, pruned_loss=5.149, over 2031361.31 frames. utt_duration=1311 frames, utt_pad_proportion=0.04523, over 6204.93 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.4638, pruned_loss=0.8116, over 2474867.67 frames. utt_duration=500 frames, utt_pad_proportion=0.06658, over 19857.55 utterances.], batch size: 80, lr: 2.70e-03
2022-08-20 02:38:11,728 INFO [train.py:927] (6/8) Epoch 1, batch 3650, giga_loss[loss=0.2406, simple_loss=0.4352, pruned_loss=0.2295, over 12366.00 frames. utt_duration=854.3 frames, utt_pad_proportion=0.03143, over 58.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.4826, pruned_loss=0.6392, over 2474732.66 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07376, over 20377.31 utterances.], libri_tot_loss[loss=0.3524, simple_loss=0.6475, pruned_loss=5.097, over 2035786.00 frames. utt_duration=1313 frames, utt_pad_proportion=0.04487, over 6210.90 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.4719, pruned_loss=0.708, over 2475063.79 frames. utt_duration=467 frames, utt_pad_proportion=0.07435, over 21268.98 utterances.], batch size: 58, lr: 2.70e-03
2022-08-20 02:39:58,589 INFO [train.py:927] (6/8) Epoch 1, batch 3700, giga_loss[loss=0.2926, simple_loss=0.5151, pruned_loss=0.3501, over 12359.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.0307, over 104.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.4873, pruned_loss=0.5759, over 2474827.86 frames. utt_duration=468.2 frames, utt_pad_proportion=0.07732, over 21209.99 utterances.], libri_tot_loss[loss=0.3514, simple_loss=0.6442, pruned_loss=5.017, over 2042350.32 frames. utt_duration=1316 frames, utt_pad_proportion=0.04426, over 6215.70 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.4792, pruned_loss=0.6294, over 2475058.11 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07791, over 22112.07 utterances.], batch size: 104, lr: 2.69e-03
2022-08-20 02:41:45,130 INFO [train.py:927] (6/8) Epoch 1, batch 3750, giga_loss[loss=0.2665, simple_loss=0.4739, pruned_loss=0.295, over 12411.00 frames. utt_duration=622 frames, utt_pad_proportion=0.03119, over 80.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.4914, pruned_loss=0.5231, over 2474541.78 frames. utt_duration=465 frames, utt_pad_proportion=0.07774, over 21354.89 utterances.], libri_tot_loss[loss=0.3491, simple_loss=0.6391, pruned_loss=4.88, over 2052895.01 frames. utt_duration=1303 frames, utt_pad_proportion=0.048, over 6308.85 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.4851, pruned_loss=0.5692, over 2474848.07 frames. utt_duration=445 frames, utt_pad_proportion=0.07748, over 22320.07 utterances.], batch size: 80, lr: 2.68e-03
2022-08-20 02:43:26,976 INFO [train.py:927] (6/8) Epoch 1, batch 3800, giga_loss[loss=0.2609, simple_loss=0.4667, pruned_loss=0.2753, over 12361.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02918, over 70.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.4981, pruned_loss=0.4827, over 2474763.47 frames. utt_duration=457.2 frames, utt_pad_proportion=0.08326, over 21719.57 utterances.], libri_tot_loss[loss=0.3516, simple_loss=0.6428, pruned_loss=4.75, over 2063562.51 frames. utt_duration=1304 frames, utt_pad_proportion=0.047, over 6336.98 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.4875, pruned_loss=0.5193, over 2474800.64 frames. utt_duration=435.8 frames, utt_pad_proportion=0.08333, over 22791.50 utterances.], batch size: 70, lr: 2.68e-03
2022-08-20 02:45:07,239 INFO [train.py:927] (6/8) Epoch 1, batch 3850, giga_loss[loss=0.2534, simple_loss=0.457, pruned_loss=0.2491, over 12477.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02896, over 55.00 utterances.], tot_loss[loss=0.283, simple_loss=0.4959, pruned_loss=0.4493, over 2475318.27 frames. utt_duration=441.6 frames, utt_pad_proportion=0.08598, over 22495.54 utterances.], libri_tot_loss[loss=0.3507, simple_loss=0.6388, pruned_loss=4.655, over 2071682.38 frames. utt_duration=1306 frames, utt_pad_proportion=0.04611, over 6351.10 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.4879, pruned_loss=0.4729, over 2475389.30 frames. utt_duration=420.6 frames, utt_pad_proportion=0.08634, over 23620.57 utterances.], batch size: 55, lr: 2.67e-03
2022-08-20 02:46:49,195 INFO [train.py:927] (6/8) Epoch 1, batch 3900, giga_loss[loss=0.2617, simple_loss=0.4683, pruned_loss=0.2757, over 12368.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07573, over 212.00 utterances.], tot_loss[loss=0.281, simple_loss=0.493, pruned_loss=0.4216, over 2475171.49 frames. utt_duration=418.3 frames, utt_pad_proportion=0.09175, over 23753.55 utterances.], libri_tot_loss[loss=0.349, simple_loss=0.6336, pruned_loss=4.562, over 2079661.93 frames. utt_duration=1310 frames, utt_pad_proportion=0.04543, over 6354.95 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.4879, pruned_loss=0.4361, over 2475256.17 frames. utt_duration=398.8 frames, utt_pad_proportion=0.09207, over 24918.01 utterances.], batch size: 212, lr: 2.66e-03
2022-08-20 02:48:33,062 INFO [train.py:927] (6/8) Epoch 1, batch 3950, giga_loss[loss=0.2397, simple_loss=0.4311, pruned_loss=0.2418, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03338, over 42.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.4924, pruned_loss=0.4033, over 2474375.10 frames. utt_duration=430.4 frames, utt_pad_proportion=0.08667, over 23074.90 utterances.], libri_tot_loss[loss=0.3504, simple_loss=0.6328, pruned_loss=4.48, over 2087316.64 frames. utt_duration=1314 frames, utt_pad_proportion=0.0446, over 6360.82 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.4865, pruned_loss=0.4035, over 2474607.73 frames. utt_duration=409.1 frames, utt_pad_proportion=0.08756, over 24283.64 utterances.], batch size: 42, lr: 2.66e-03
2022-08-20 02:50:15,159 INFO [train.py:927] (6/8) Epoch 1, batch 4000, giga_loss[loss=0.2839, simple_loss=0.5067, pruned_loss=0.3053, over 12410.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.0434, over 146.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.4903, pruned_loss=0.3791, over 2474363.36 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08088, over 22186.72 utterances.], libri_tot_loss[loss=0.3493, simple_loss=0.6297, pruned_loss=4.294, over 2102170.63 frames. utt_duration=1321 frames, utt_pad_proportion=0.04311, over 6372.38 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.483, pruned_loss=0.3779, over 2474862.01 frames. utt_duration=418.7 frames, utt_pad_proportion=0.08269, over 23726.42 utterances.], batch size: 146, lr: 2.65e-03
2022-08-20 02:52:00,550 INFO [train.py:927] (6/8) Epoch 1, batch 4050, giga_loss[loss=0.2528, simple_loss=0.4507, pruned_loss=0.2747, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03345, over 43.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.4867, pruned_loss=0.3577, over 2474646.28 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07903, over 21715.54 utterances.], libri_tot_loss[loss=0.3482, simple_loss=0.6275, pruned_loss=4.225, over 2107654.51 frames. utt_duration=1324 frames, utt_pad_proportion=0.04254, over 6375.76 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.4808, pruned_loss=0.3571, over 2475102.90 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08087, over 23133.68 utterances.], batch size: 43, lr: 2.64e-03
2022-08-20 02:53:54,249 INFO [train.py:927] (6/8) Epoch 1, batch 4100, libri_loss[loss=0.3004, simple_loss=0.5233, pruned_loss=0.3878, over 12467.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004685, over 35.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.4832, pruned_loss=0.3388, over 2474707.96 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07958, over 21413.61 utterances.], libri_tot_loss[loss=0.3473, simple_loss=0.6251, pruned_loss=4.072, over 2120023.05 frames. utt_duration=1304 frames, utt_pad_proportion=0.04785, over 6510.13 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.4757, pruned_loss=0.3357, over 2475332.93 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08021, over 22929.16 utterances.], batch size: 35, lr: 2.64e-03
2022-08-20 02:55:36,712 INFO [train.py:927] (6/8) Epoch 1, batch 4150, giga_loss[loss=0.2581, simple_loss=0.4647, pruned_loss=0.2575, over 12427.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0371, over 123.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.4862, pruned_loss=0.3235, over 2474311.54 frames. utt_duration=474.8 frames, utt_pad_proportion=0.08202, over 20910.34 utterances.], libri_tot_loss[loss=0.3477, simple_loss=0.6258, pruned_loss=3.944, over 2130311.07 frames. utt_duration=1304 frames, utt_pad_proportion=0.04774, over 6542.67 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.4759, pruned_loss=0.3206, over 2474993.16 frames. utt_duration=441.7 frames, utt_pad_proportion=0.0827, over 22485.05 utterances.], batch size: 123, lr: 2.63e-03
2022-08-20 02:57:21,791 INFO [train.py:927] (6/8) Epoch 1, batch 4200, giga_loss[loss=0.2418, simple_loss=0.4364, pruned_loss=0.2361, over 12367.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03101, over 97.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.4817, pruned_loss=0.3114, over 2474162.59 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07724, over 20501.36 utterances.], libri_tot_loss[loss=0.3458, simple_loss=0.6219, pruned_loss=3.843, over 2138510.51 frames. utt_duration=1307 frames, utt_pad_proportion=0.04692, over 6553.92 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.4733, pruned_loss=0.3073, over 2474962.89 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07854, over 22056.96 utterances.], batch size: 97, lr: 2.63e-03
2022-08-20 02:59:04,596 INFO [train.py:927] (6/8) Epoch 1, batch 4250, giga_loss[loss=0.2167, simple_loss=0.3958, pruned_loss=0.188, over 12207.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03245, over 28.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.4743, pruned_loss=0.2993, over 2474251.05 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07901, over 20464.45 utterances.], libri_tot_loss[loss=0.3452, simple_loss=0.6202, pruned_loss=3.805, over 2141595.12 frames. utt_duration=1293 frames, utt_pad_proportion=0.0513, over 6632.98 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.4678, pruned_loss=0.2945, over 2475118.17 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07902, over 21743.03 utterances.], batch size: 28, lr: 2.62e-03
2022-08-20 03:00:50,839 INFO [train.py:927] (6/8) Epoch 1, batch 4300, libri_loss[loss=0.4482, simple_loss=0.8003, pruned_loss=0.4811, over 12290.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005357, over 32.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.4715, pruned_loss=0.2892, over 2473981.00 frames. utt_duration=496 frames, utt_pad_proportion=0.07417, over 20010.22 utterances.], libri_tot_loss[loss=0.3457, simple_loss=0.6206, pruned_loss=3.73, over 2147880.19 frames. utt_duration=1295 frames, utt_pad_proportion=0.0506, over 6641.15 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.4633, pruned_loss=0.2819, over 2474964.64 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07478, over 21259.86 utterances.], batch size: 32, lr: 2.61e-03
2022-08-20 03:02:36,035 INFO [train.py:927] (6/8) Epoch 1, batch 4350, giga_loss[loss=0.229, simple_loss=0.4178, pruned_loss=0.2011, over 12346.00 frames. utt_duration=1765 frames, utt_pad_proportion=0.02852, over 28.00 utterances.], tot_loss[loss=0.261, simple_loss=0.4676, pruned_loss=0.2803, over 2474083.50 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06848, over 19213.15 utterances.], libri_tot_loss[loss=0.3432, simple_loss=0.6159, pruned_loss=3.633, over 2155733.02 frames. utt_duration=1295 frames, utt_pad_proportion=0.05003, over 6667.00 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.4613, pruned_loss=0.274, over 2475053.00 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06965, over 20461.77 utterances.], batch size: 28, lr: 2.61e-03
2022-08-20 03:04:18,183 INFO [train.py:927] (6/8) Epoch 1, batch 4400, giga_loss[loss=0.3035, simple_loss=0.536, pruned_loss=0.3546, over 12396.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.4618, pruned_loss=0.271, over 2473741.72 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06667, over 18910.04 utterances.], libri_tot_loss[loss=0.3399, simple_loss=0.6097, pruned_loss=3.52, over 2164761.46 frames. utt_duration=1298 frames, utt_pad_proportion=0.04906, over 6679.61 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.4577, pruned_loss=0.2659, over 2474868.65 frames. utt_duration=491 frames, utt_pad_proportion=0.06817, over 20222.68 utterances.], batch size: 257, lr: 2.60e-03
2022-08-20 03:06:01,763 INFO [train.py:927] (6/8) Epoch 1, batch 4450, giga_loss[loss=0.2781, simple_loss=0.4952, pruned_loss=0.3053, over 12413.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07649, over 213.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.4602, pruned_loss=0.2724, over 2474390.09 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06662, over 19284.74 utterances.], libri_tot_loss[loss=0.3398, simple_loss=0.608, pruned_loss=3.456, over 2170749.49 frames. utt_duration=1284 frames, utt_pad_proportion=0.0529, over 6767.96 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.4556, pruned_loss=0.2609, over 2475413.76 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06674, over 20458.80 utterances.], batch size: 213, lr: 2.59e-03
2022-08-20 03:07:43,129 INFO [train.py:927] (6/8) Epoch 1, batch 4500, giga_loss[loss=0.2665, simple_loss=0.4797, pruned_loss=0.2663, over 12454.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04277, over 114.00 utterances.], tot_loss[loss=0.257, simple_loss=0.4608, pruned_loss=0.269, over 2474890.95 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06923, over 19604.94 utterances.], libri_tot_loss[loss=0.3389, simple_loss=0.6062, pruned_loss=3.335, over 2181370.40 frames. utt_duration=1284 frames, utt_pad_proportion=0.05147, over 6801.51 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.4542, pruned_loss=0.2574, over 2475599.33 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06973, over 20900.05 utterances.], batch size: 114, lr: 2.59e-03
2022-08-20 03:09:26,972 INFO [train.py:927] (6/8) Epoch 1, batch 4550, giga_loss[loss=0.2536, simple_loss=0.4569, pruned_loss=0.2513, over 12359.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.0319, over 97.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.4565, pruned_loss=0.2636, over 2474131.67 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06974, over 19327.43 utterances.], libri_tot_loss[loss=0.3346, simple_loss=0.5984, pruned_loss=3.199, over 2192497.38 frames. utt_duration=1288 frames, utt_pad_proportion=0.05025, over 6818.29 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.4522, pruned_loss=0.2541, over 2475067.88 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07077, over 20835.35 utterances.], batch size: 97, lr: 2.58e-03
2022-08-20 03:11:10,658 INFO [train.py:927] (6/8) Epoch 1, batch 4600, giga_loss[loss=0.2547, simple_loss=0.459, pruned_loss=0.2518, over 12394.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04085, over 133.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.4535, pruned_loss=0.2559, over 2474129.10 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06536, over 19095.82 utterances.], libri_tot_loss[loss=0.334, simple_loss=0.5973, pruned_loss=3.182, over 2193989.89 frames. utt_duration=1290 frames, utt_pad_proportion=0.05008, over 6813.20 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.4503, pruned_loss=0.2485, over 2474794.46 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06652, over 20328.61 utterances.], batch size: 133, lr: 2.57e-03
2022-08-20 03:12:54,722 INFO [train.py:927] (6/8) Epoch 1, batch 4650, giga_loss[loss=0.2828, simple_loss=0.5069, pruned_loss=0.2934, over 12445.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.0475, over 161.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.4635, pruned_loss=0.2589, over 2474584.84 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06757, over 19278.69 utterances.], libri_tot_loss[loss=0.3367, simple_loss=0.6023, pruned_loss=3.076, over 2203312.38 frames. utt_duration=1281 frames, utt_pad_proportion=0.05407, over 6886.79 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.4519, pruned_loss=0.2476, over 2475430.88 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06753, over 20607.66 utterances.], batch size: 161, lr: 2.57e-03
2022-08-20 03:14:39,082 INFO [train.py:927] (6/8) Epoch 1, batch 4700, giga_loss[loss=0.2261, simple_loss=0.4142, pruned_loss=0.19, over 12306.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03495, over 51.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.4653, pruned_loss=0.2611, over 2474489.80 frames. utt_duration=509.6 frames, utt_pad_proportion=0.07198, over 19478.46 utterances.], libri_tot_loss[loss=0.3344, simple_loss=0.5981, pruned_loss=2.955, over 2213525.07 frames. utt_duration=1268 frames, utt_pad_proportion=0.05916, over 6989.53 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.4546, pruned_loss=0.2502, over 2475592.94 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07037, over 20904.16 utterances.], batch size: 51, lr: 2.56e-03
2022-08-20 03:16:18,289 INFO [train.py:927] (6/8) Epoch 1, batch 4750, giga_loss[loss=0.3446, simple_loss=0.606, pruned_loss=0.4166, over 12337.00 frames. utt_duration=137.5 frames, utt_pad_proportion=0.1914, over 363.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.4637, pruned_loss=0.2611, over 2474535.74 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07289, over 20162.33 utterances.], libri_tot_loss[loss=0.3297, simple_loss=0.5896, pruned_loss=2.822, over 2225034.91 frames. utt_duration=1276 frames, utt_pad_proportion=0.05692, over 6981.13 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.4566, pruned_loss=0.2528, over 2475471.98 frames. utt_duration=454.6 frames, utt_pad_proportion=0.07239, over 21852.36 utterances.], batch size: 363, lr: 2.55e-03
2022-08-20 03:18:01,661 INFO [train.py:927] (6/8) Epoch 1, batch 4800, giga_loss[loss=0.2683, simple_loss=0.4791, pruned_loss=0.288, over 12411.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06234, over 183.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.4616, pruned_loss=0.2591, over 2474360.45 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07062, over 20405.11 utterances.], libri_tot_loss[loss=0.3278, simple_loss=0.5863, pruned_loss=2.78, over 2228363.64 frames. utt_duration=1281 frames, utt_pad_proportion=0.05626, over 6968.47 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.4569, pruned_loss=0.253, over 2475442.67 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07062, over 21917.73 utterances.], batch size: 183, lr: 2.55e-03
2022-08-20 03:19:42,780 INFO [train.py:927] (6/8) Epoch 1, batch 4850, giga_loss[loss=0.2253, simple_loss=0.4102, pruned_loss=0.2014, over 12405.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05795, over 182.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.4573, pruned_loss=0.2528, over 2474481.78 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07134, over 20701.94 utterances.], libri_tot_loss[loss=0.3263, simple_loss=0.5835, pruned_loss=2.738, over 2232158.70 frames. utt_duration=1285 frames, utt_pad_proportion=0.05561, over 6957.98 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.4542, pruned_loss=0.2474, over 2475212.88 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07156, over 22104.34 utterances.], batch size: 182, lr: 2.54e-03
2022-08-20 03:21:31,745 INFO [train.py:927] (6/8) Epoch 1, batch 4900, giga_loss[loss=0.2237, simple_loss=0.409, pruned_loss=0.1917, over 12362.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03455, over 104.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.4541, pruned_loss=0.2478, over 2474493.04 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07218, over 21295.74 utterances.], libri_tot_loss[loss=0.326, simple_loss=0.583, pruned_loss=2.685, over 2236855.72 frames. utt_duration=1284 frames, utt_pad_proportion=0.05514, over 6976.48 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.45, pruned_loss=0.2426, over 2475175.19 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07254, over 22635.33 utterances.], batch size: 104, lr: 2.54e-03
2022-08-20 03:23:18,345 INFO [train.py:927] (6/8) Epoch 1, batch 4950, giga_loss[loss=0.2646, simple_loss=0.4775, pruned_loss=0.2585, over 12397.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06349, over 183.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.4531, pruned_loss=0.2467, over 2474653.51 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07247, over 21478.60 utterances.], libri_tot_loss[loss=0.3253, simple_loss=0.5818, pruned_loss=2.659, over 2238825.10 frames. utt_duration=1286 frames, utt_pad_proportion=0.05471, over 6970.74 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.4496, pruned_loss=0.2422, over 2475579.73 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07292, over 22675.76 utterances.], batch size: 183, lr: 2.53e-03
2022-08-20 03:25:06,479 INFO [train.py:927] (6/8) Epoch 1, batch 5000, giga_loss[loss=0.2349, simple_loss=0.4327, pruned_loss=0.1853, over 12396.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.0292, over 58.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.4545, pruned_loss=0.2441, over 2475033.98 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07137, over 21034.58 utterances.], libri_tot_loss[loss=0.3233, simple_loss=0.5782, pruned_loss=2.594, over 2244717.56 frames. utt_duration=1284 frames, utt_pad_proportion=0.05453, over 6998.45 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.4518, pruned_loss=0.2397, over 2475716.69 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07194, over 22262.96 utterances.], batch size: 58, lr: 2.52e-03
2022-08-20 03:26:50,972 INFO [train.py:927] (6/8) Epoch 1, batch 5050, giga_loss[loss=0.2362, simple_loss=0.4307, pruned_loss=0.2083, over 12357.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02963, over 70.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.4597, pruned_loss=0.2514, over 2475205.38 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07133, over 21186.86 utterances.], libri_tot_loss[loss=0.3229, simple_loss=0.5766, pruned_loss=2.537, over 2250102.11 frames. utt_duration=1284 frames, utt_pad_proportion=0.0536, over 7018.21 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.4561, pruned_loss=0.2427, over 2476043.12 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07217, over 22462.26 utterances.], batch size: 70, lr: 2.52e-03
2022-08-20 03:28:35,234 INFO [train.py:927] (6/8) Epoch 1, batch 5100, giga_loss[loss=0.2293, simple_loss=0.4179, pruned_loss=0.2037, over 12379.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02751, over 70.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.4609, pruned_loss=0.2507, over 2475082.79 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06922, over 20875.39 utterances.], libri_tot_loss[loss=0.3226, simple_loss=0.576, pruned_loss=2.501, over 2253041.99 frames. utt_duration=1285 frames, utt_pad_proportion=0.05297, over 7023.90 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.457, pruned_loss=0.2434, over 2476115.25 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07025, over 22062.10 utterances.], batch size: 70, lr: 2.51e-03
2022-08-20 03:30:18,229 INFO [train.py:927] (6/8) Epoch 1, batch 5150, giga_loss[loss=0.2252, simple_loss=0.4121, pruned_loss=0.1918, over 12395.00 frames. utt_duration=709.9 frames, utt_pad_proportion=0.02618, over 70.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.4581, pruned_loss=0.2482, over 2474648.97 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06891, over 20536.31 utterances.], libri_tot_loss[loss=0.3211, simple_loss=0.5733, pruned_loss=2.43, over 2259293.46 frames. utt_duration=1288 frames, utt_pad_proportion=0.0516, over 7025.22 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.4542, pruned_loss=0.2408, over 2475743.07 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07026, over 21840.16 utterances.], batch size: 70, lr: 2.50e-03
2022-08-20 03:31:58,908 INFO [train.py:927] (6/8) Epoch 1, batch 5200, giga_loss[loss=0.2377, simple_loss=0.435, pruned_loss=0.2018, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03693, over 113.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.4537, pruned_loss=0.2435, over 2474412.54 frames. utt_duration=488 frames, utt_pad_proportion=0.06378, over 20341.95 utterances.], libri_tot_loss[loss=0.3205, simple_loss=0.5723, pruned_loss=2.418, over 2260180.99 frames. utt_duration=1289 frames, utt_pad_proportion=0.05142, over 7020.09 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.4509, pruned_loss=0.2378, over 2475436.00 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06519, over 21425.94 utterances.], batch size: 113, lr: 2.50e-03
2022-08-20 03:33:40,773 INFO [train.py:927] (6/8) Epoch 1, batch 5250, giga_loss[loss=0.2368, simple_loss=0.4273, pruned_loss=0.2316, over 12403.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.03858, over 26.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.4535, pruned_loss=0.243, over 2475492.77 frames. utt_duration=474.9 frames, utt_pad_proportion=0.06881, over 20913.55 utterances.], libri_tot_loss[loss=0.3183, simple_loss=0.5684, pruned_loss=2.348, over 2266726.20 frames. utt_duration=1294 frames, utt_pad_proportion=0.05014, over 7013.57 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.4514, pruned_loss=0.2381, over 2476140.76 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07017, over 22165.69 utterances.], batch size: 26, lr: 2.49e-03
2022-08-20 03:35:23,598 INFO [train.py:927] (6/8) Epoch 1, batch 5300, giga_loss[loss=0.2356, simple_loss=0.4295, pruned_loss=0.2081, over 12441.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03676, over 133.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.4527, pruned_loss=0.2407, over 2474828.44 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06583, over 20498.31 utterances.], libri_tot_loss[loss=0.3189, simple_loss=0.5696, pruned_loss=2.305, over 2270567.46 frames. utt_duration=1297 frames, utt_pad_proportion=0.04951, over 7012.37 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.448, pruned_loss=0.2347, over 2475597.15 frames. utt_duration=457.1 frames, utt_pad_proportion=0.06739, over 21734.19 utterances.], batch size: 133, lr: 2.49e-03
2022-08-20 03:37:08,397 INFO [train.py:927] (6/8) Epoch 1, batch 5350, giga_loss[loss=0.2963, simple_loss=0.5271, pruned_loss=0.3278, over 12377.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1117, over 260.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.4519, pruned_loss=0.2462, over 2474788.70 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07005, over 20602.95 utterances.], libri_tot_loss[loss=0.3162, simple_loss=0.5633, pruned_loss=2.226, over 2278535.20 frames. utt_duration=1295 frames, utt_pad_proportion=0.04925, over 7044.31 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.4492, pruned_loss=0.2343, over 2475435.20 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07138, over 22073.57 utterances.], batch size: 260, lr: 2.48e-03
2022-08-20 03:38:56,753 INFO [train.py:927] (6/8) Epoch 1, batch 5400, giga_loss[loss=0.3075, simple_loss=0.5468, pruned_loss=0.3413, over 12387.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09682, over 256.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.4515, pruned_loss=0.2436, over 2474693.01 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07085, over 20792.88 utterances.], libri_tot_loss[loss=0.3147, simple_loss=0.5606, pruned_loss=2.193, over 2281574.92 frames. utt_duration=1299 frames, utt_pad_proportion=0.0487, over 7035.65 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.4501, pruned_loss=0.2342, over 2475103.79 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07208, over 22144.36 utterances.], batch size: 256, lr: 2.47e-03
2022-08-20 03:40:41,542 INFO [train.py:927] (6/8) Epoch 1, batch 5450, giga_loss[loss=0.256, simple_loss=0.4634, pruned_loss=0.2432, over 12437.00 frames. utt_duration=579.8 frames, utt_pad_proportion=0.03683, over 86.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.4535, pruned_loss=0.2375, over 2474561.89 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06721, over 19561.05 utterances.], libri_tot_loss[loss=0.3146, simple_loss=0.5608, pruned_loss=2.133, over 2287059.70 frames. utt_duration=1287 frames, utt_pad_proportion=0.05287, over 7117.02 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.4493, pruned_loss=0.2285, over 2475094.45 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06753, over 20928.93 utterances.], batch size: 86, lr: 2.47e-03
2022-08-20 03:42:25,545 INFO [train.py:927] (6/8) Epoch 1, batch 5500, giga_loss[loss=0.2521, simple_loss=0.4591, pruned_loss=0.226, over 12378.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03022, over 97.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.4655, pruned_loss=0.2533, over 2475125.38 frames. utt_duration=483.3 frames, utt_pad_proportion=0.07057, over 20548.83 utterances.], libri_tot_loss[loss=0.3186, simple_loss=0.5667, pruned_loss=2.114, over 2289897.20 frames. utt_duration=1290 frames, utt_pad_proportion=0.05226, over 7106.33 utterances.], giga_tot_loss[loss=0.2518, simple_loss=0.4562, pruned_loss=0.2371, over 2475514.79 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07087, over 21801.42 utterances.], batch size: 97, lr: 2.46e-03
2022-08-20 03:44:09,811 INFO [train.py:927] (6/8) Epoch 1, batch 5550, giga_loss[loss=0.218, simple_loss=0.4015, pruned_loss=0.1726, over 12414.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03208, over 80.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.4627, pruned_loss=0.251, over 2475004.71 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07135, over 20415.16 utterances.], libri_tot_loss[loss=0.3145, simple_loss=0.5596, pruned_loss=2.025, over 2297803.33 frames. utt_duration=1295 frames, utt_pad_proportion=0.05081, over 7105.58 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.4572, pruned_loss=0.2383, over 2475579.52 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07219, over 21988.22 utterances.], batch size: 80, lr: 2.45e-03
2022-08-20 03:45:54,335 INFO [train.py:927] (6/8) Epoch 1, batch 5600, giga_loss[loss=0.2773, simple_loss=0.4982, pruned_loss=0.2816, over 12337.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1962, over 365.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.4576, pruned_loss=0.2433, over 2474296.07 frames. utt_duration=489.1 frames, utt_pad_proportion=0.06957, over 20297.98 utterances.], libri_tot_loss[loss=0.3122, simple_loss=0.5557, pruned_loss=1.978, over 2301675.71 frames. utt_duration=1299 frames, utt_pad_proportion=0.04978, over 7095.06 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.4542, pruned_loss=0.2337, over 2475184.99 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07078, over 21856.71 utterances.], batch size: 365, lr: 2.45e-03
2022-08-20 03:47:37,592 INFO [train.py:927] (6/8) Epoch 1, batch 5650, giga_loss[loss=0.2613, simple_loss=0.4698, pruned_loss=0.264, over 12372.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03031, over 85.00 utterances.], tot_loss[loss=0.25, simple_loss=0.453, pruned_loss=0.2355, over 2474215.66 frames. utt_duration=510.4 frames, utt_pad_proportion=0.06477, over 19447.67 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.5507, pruned_loss=1.913, over 2307346.01 frames. utt_duration=1300 frames, utt_pad_proportion=0.04856, over 7109.36 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.4513, pruned_loss=0.2282, over 2475179.71 frames. utt_duration=471.2 frames, utt_pad_proportion=0.06667, over 21079.13 utterances.], batch size: 85, lr: 2.44e-03
2022-08-20 03:49:18,506 INFO [train.py:927] (6/8) Epoch 1, batch 5700, libri_loss[loss=0.4753, simple_loss=0.7518, pruned_loss=0.9936, over 12280.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007347, over 37.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.4618, pruned_loss=0.245, over 2474479.33 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06885, over 20316.90 utterances.], libri_tot_loss[loss=0.3128, simple_loss=0.5562, pruned_loss=1.886, over 2310754.14 frames. utt_duration=1300 frames, utt_pad_proportion=0.04782, over 7119.05 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.4539, pruned_loss=0.2311, over 2475178.90 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07038, over 21834.45 utterances.], batch size: 37, lr: 2.44e-03
2022-08-20 03:51:00,635 INFO [train.py:927] (6/8) Epoch 1, batch 5750, giga_loss[loss=0.225, simple_loss=0.4099, pruned_loss=0.2012, over 12388.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.0266, over 48.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.4569, pruned_loss=0.241, over 2474038.56 frames. utt_duration=494.5 frames, utt_pad_proportion=0.07102, over 20074.11 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.5524, pruned_loss=1.835, over 2315255.31 frames. utt_duration=1281 frames, utt_pad_proportion=0.05334, over 7236.84 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.4512, pruned_loss=0.2293, over 2474919.16 frames. utt_duration=461 frames, utt_pad_proportion=0.07077, over 21545.98 utterances.], batch size: 48, lr: 2.43e-03
2022-08-20 03:52:48,710 INFO [train.py:927] (6/8) Epoch 1, batch 5800, giga_loss[loss=0.215, simple_loss=0.396, pruned_loss=0.1701, over 12389.00 frames. utt_duration=662.2 frames, utt_pad_proportion=0.03606, over 75.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.4488, pruned_loss=0.2328, over 2474317.21 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06869, over 19512.49 utterances.], libri_tot_loss[loss=0.3078, simple_loss=0.5477, pruned_loss=1.784, over 2319463.26 frames. utt_duration=1284 frames, utt_pad_proportion=0.05209, over 7234.71 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.4455, pruned_loss=0.2244, over 2475461.76 frames. utt_duration=472.6 frames, utt_pad_proportion=0.06915, over 21018.74 utterances.], batch size: 75, lr: 2.42e-03
2022-08-20 03:54:30,213 INFO [train.py:927] (6/8) Epoch 1, batch 5850, giga_loss[loss=0.2728, simple_loss=0.4874, pruned_loss=0.2913, over 12383.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1074, over 259.00 utterances.], tot_loss[loss=0.248, simple_loss=0.449, pruned_loss=0.2347, over 2473986.36 frames. utt_duration=464.9 frames, utt_pad_proportion=0.08035, over 21355.53 utterances.], libri_tot_loss[loss=0.3066, simple_loss=0.5456, pruned_loss=1.752, over 2322298.48 frames. utt_duration=1289 frames, utt_pad_proportion=0.05131, over 7214.17 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.4463, pruned_loss=0.227, over 2475097.72 frames. utt_duration=435.7 frames, utt_pad_proportion=0.08033, over 22799.04 utterances.], batch size: 259, lr: 2.42e-03
2022-08-20 03:56:11,982 INFO [train.py:927] (6/8) Epoch 1, batch 5900, giga_loss[loss=0.2051, simple_loss=0.3794, pruned_loss=0.1537, over 12393.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05002, over 34.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.4463, pruned_loss=0.2289, over 2474257.72 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07708, over 21713.67 utterances.], libri_tot_loss[loss=0.307, simple_loss=0.5463, pruned_loss=1.73, over 2324423.97 frames. utt_duration=1293 frames, utt_pad_proportion=0.05074, over 7200.02 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.4425, pruned_loss=0.2213, over 2475249.04 frames. utt_duration=431 frames, utt_pad_proportion=0.0775, over 23049.43 utterances.], batch size: 34, lr: 2.41e-03
2022-08-20 03:57:58,856 INFO [train.py:927] (6/8) Epoch 1, batch 5950, libri_loss[loss=0.2403, simple_loss=0.4353, pruned_loss=0.2261, over 12445.00 frames. utt_duration=767.3 frames, utt_pad_proportion=0.1251, over 65.00 utterances.], tot_loss[loss=0.244, simple_loss=0.443, pruned_loss=0.2244, over 2473796.60 frames. utt_duration=465 frames, utt_pad_proportion=0.07339, over 21349.74 utterances.], libri_tot_loss[loss=0.3043, simple_loss=0.542, pruned_loss=1.667, over 2329807.69 frames. utt_duration=1291 frames, utt_pad_proportion=0.05039, over 7224.30 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.44, pruned_loss=0.2186, over 2475058.54 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07431, over 22924.55 utterances.], batch size: 65, lr: 2.41e-03
2022-08-20 03:59:44,957 INFO [train.py:927] (6/8) Epoch 1, batch 6000, giga_loss[loss=0.3769, simple_loss=0.4031, pruned_loss=0.1753, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03752, over 105.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.4371, pruned_loss=0.2193, over 2474573.76 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07234, over 21243.61 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.5384, pruned_loss=1.629, over 2333340.68 frames. utt_duration=1293 frames, utt_pad_proportion=0.04934, over 7225.65 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.4354, pruned_loss=0.2151, over 2475626.23 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07361, over 22819.74 utterances.], batch size: 105, lr: 2.40e-03
2022-08-20 03:59:44,958 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 03:59:59,956 INFO [train.py:967] (6/8) Epoch 1, validation: loss=0.3484, simple_loss=0.3876, pruned_loss=0.1546, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 04:01:43,863 INFO [train.py:927] (6/8) Epoch 1, batch 6050, giga_loss[loss=0.4201, simple_loss=0.4225, pruned_loss=0.2089, over 12358.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03204, over 51.00 utterances.], tot_loss[loss=0.296, simple_loss=0.4425, pruned_loss=0.2278, over 2474708.64 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07101, over 20974.85 utterances.], libri_tot_loss[loss=0.3133, simple_loss=0.5392, pruned_loss=1.606, over 2335851.60 frames. utt_duration=1297 frames, utt_pad_proportion=0.04858, over 7211.25 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.4385, pruned_loss=0.2185, over 2475801.26 frames. utt_duration=442 frames, utt_pad_proportion=0.07244, over 22482.24 utterances.], batch size: 51, lr: 2.39e-03
2022-08-20 04:03:24,979 INFO [train.py:927] (6/8) Epoch 1, batch 6100, giga_loss[loss=0.5279, simple_loss=0.4989, pruned_loss=0.2785, over 12388.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1108, over 260.00 utterances.], tot_loss[loss=0.34, simple_loss=0.4459, pruned_loss=0.2361, over 2474347.39 frames. utt_duration=453 frames, utt_pad_proportion=0.07921, over 21919.25 utterances.], libri_tot_loss[loss=0.3322, simple_loss=0.537, pruned_loss=1.553, over 2342031.27 frames. utt_duration=1298 frames, utt_pad_proportion=0.04684, over 7224.64 utterances.], giga_tot_loss[loss=0.3154, simple_loss=0.4409, pruned_loss=0.2196, over 2475190.16 frames. utt_duration=419.4 frames, utt_pad_proportion=0.08048, over 23690.76 utterances.], batch size: 260, lr: 2.39e-03
2022-08-20 04:05:09,264 INFO [train.py:927] (6/8) Epoch 1, batch 6150, giga_loss[loss=0.5302, simple_loss=0.5034, pruned_loss=0.2785, over 12328.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2091, over 371.00 utterances.], tot_loss[loss=0.363, simple_loss=0.4458, pruned_loss=0.2328, over 2474823.27 frames. utt_duration=431.9 frames, utt_pad_proportion=0.08646, over 22998.74 utterances.], libri_tot_loss[loss=0.3339, simple_loss=0.5341, pruned_loss=1.525, over 2344643.17 frames. utt_duration=1302 frames, utt_pad_proportion=0.04618, over 7212.16 utterances.], giga_tot_loss[loss=0.3424, simple_loss=0.4427, pruned_loss=0.22, over 2475515.11 frames. utt_duration=402.5 frames, utt_pad_proportion=0.0873, over 24690.02 utterances.], batch size: 371, lr: 2.38e-03
2022-08-20 04:06:53,573 INFO [train.py:927] (6/8) Epoch 1, batch 6200, libri_loss[loss=0.8804, simple_loss=0.6709, pruned_loss=0.545, over 12448.00 frames. utt_duration=427.3 frames, utt_pad_proportion=0.3355, over 117.00 utterances.], tot_loss[loss=0.3811, simple_loss=0.446, pruned_loss=0.2303, over 2475072.17 frames. utt_duration=453.4 frames, utt_pad_proportion=0.08269, over 21904.36 utterances.], libri_tot_loss[loss=0.3402, simple_loss=0.5316, pruned_loss=1.48, over 2348948.04 frames. utt_duration=1293 frames, utt_pad_proportion=0.04976, over 7275.08 utterances.], giga_tot_loss[loss=0.3601, simple_loss=0.4428, pruned_loss=0.2184, over 2475785.91 frames. utt_duration=419.4 frames, utt_pad_proportion=0.08298, over 23696.93 utterances.], batch size: 117, lr: 2.38e-03
2022-08-20 04:08:36,097 INFO [train.py:927] (6/8) Epoch 1, batch 6250, giga_loss[loss=0.4339, simple_loss=0.4407, pruned_loss=0.2135, over 12319.00 frames. utt_duration=851.2 frames, utt_pad_proportion=0.03487, over 58.00 utterances.], tot_loss[loss=0.4018, simple_loss=0.4486, pruned_loss=0.2336, over 2475221.98 frames. utt_duration=447.8 frames, utt_pad_proportion=0.08432, over 22180.53 utterances.], libri_tot_loss[loss=0.3469, simple_loss=0.529, pruned_loss=1.444, over 2352545.17 frames. utt_duration=1292 frames, utt_pad_proportion=0.04958, over 7293.22 utterances.], giga_tot_loss[loss=0.3805, simple_loss=0.4461, pruned_loss=0.2215, over 2475934.99 frames. utt_duration=413.7 frames, utt_pad_proportion=0.08486, over 24025.07 utterances.], batch size: 58, lr: 2.37e-03
2022-08-20 04:10:17,944 INFO [train.py:927] (6/8) Epoch 1, batch 6300, giga_loss[loss=0.4065, simple_loss=0.426, pruned_loss=0.1935, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0319, over 45.00 utterances.], tot_loss[loss=0.4095, simple_loss=0.4493, pruned_loss=0.2286, over 2475152.51 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07741, over 21475.97 utterances.], libri_tot_loss[loss=0.3495, simple_loss=0.5274, pruned_loss=1.412, over 2355310.95 frames. utt_duration=1297 frames, utt_pad_proportion=0.04867, over 7271.15 utterances.], giga_tot_loss[loss=0.3916, simple_loss=0.4468, pruned_loss=0.2193, over 2475999.74 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07879, over 23299.31 utterances.], batch size: 45, lr: 2.37e-03
2022-08-20 04:12:01,092 INFO [train.py:927] (6/8) Epoch 1, batch 6350, giga_loss[loss=0.4601, simple_loss=0.4611, pruned_loss=0.2295, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03781, over 105.00 utterances.], tot_loss[loss=0.415, simple_loss=0.4469, pruned_loss=0.2255, over 2475327.02 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07586, over 21335.10 utterances.], libri_tot_loss[loss=0.3518, simple_loss=0.526, pruned_loss=1.395, over 2356842.04 frames. utt_duration=1301 frames, utt_pad_proportion=0.04814, over 7255.18 utterances.], giga_tot_loss[loss=0.3997, simple_loss=0.4451, pruned_loss=0.2175, over 2476255.22 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07732, over 22977.49 utterances.], batch size: 105, lr: 2.36e-03
2022-08-20 04:13:45,131 INFO [train.py:927] (6/8) Epoch 1, batch 6400, giga_loss[loss=0.5005, simple_loss=0.4858, pruned_loss=0.2575, over 12359.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05559, over 181.00 utterances.], tot_loss[loss=0.4251, simple_loss=0.4487, pruned_loss=0.2272, over 2475156.57 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08379, over 22965.62 utterances.], libri_tot_loss[loss=0.3539, simple_loss=0.525, pruned_loss=1.377, over 2358432.46 frames. utt_duration=1290 frames, utt_pad_proportion=0.05234, over 7322.98 utterances.], giga_tot_loss[loss=0.4121, simple_loss=0.4471, pruned_loss=0.2205, over 2476038.86 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08356, over 24382.80 utterances.], batch size: 181, lr: 2.35e-03
2022-08-20 04:15:26,101 INFO [train.py:927] (6/8) Epoch 1, batch 6450, giga_loss[loss=0.4062, simple_loss=0.424, pruned_loss=0.1942, over 12326.00 frames. utt_duration=667.8 frames, utt_pad_proportion=0.02789, over 74.00 utterances.], tot_loss[loss=0.4289, simple_loss=0.4477, pruned_loss=0.2256, over 2474852.28 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08353, over 22536.82 utterances.], libri_tot_loss[loss=0.3591, simple_loss=0.5256, pruned_loss=1.362, over 2359955.57 frames. utt_duration=1292 frames, utt_pad_proportion=0.05172, over 7313.19 utterances.], giga_tot_loss[loss=0.4151, simple_loss=0.4449, pruned_loss=0.2179, over 2475735.47 frames. utt_duration=416.3 frames, utt_pad_proportion=0.08364, over 23870.46 utterances.], batch size: 74, lr: 2.35e-03
2022-08-20 04:17:09,254 INFO [train.py:927] (6/8) Epoch 1, batch 6500, giga_loss[loss=0.4245, simple_loss=0.4423, pruned_loss=0.2034, over 12420.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03161, over 80.00 utterances.], tot_loss[loss=0.4337, simple_loss=0.4484, pruned_loss=0.2256, over 2474567.51 frames. utt_duration=443.3 frames, utt_pad_proportion=0.08431, over 22404.72 utterances.], libri_tot_loss[loss=0.3631, simple_loss=0.5244, pruned_loss=1.34, over 2361799.72 frames. utt_duration=1292 frames, utt_pad_proportion=0.05116, over 7320.92 utterances.], giga_tot_loss[loss=0.4208, simple_loss=0.4458, pruned_loss=0.2179, over 2475643.31 frames. utt_duration=418.9 frames, utt_pad_proportion=0.08471, over 23722.27 utterances.], batch size: 80, lr: 2.34e-03
2022-08-20 04:18:51,735 INFO [train.py:927] (6/8) Epoch 1, batch 6550, giga_loss[loss=0.4953, simple_loss=0.4925, pruned_loss=0.2491, over 12367.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04255, over 133.00 utterances.], tot_loss[loss=0.4404, simple_loss=0.4519, pruned_loss=0.2269, over 2474276.39 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07977, over 22368.80 utterances.], libri_tot_loss[loss=0.3662, simple_loss=0.5243, pruned_loss=1.318, over 2363970.67 frames. utt_duration=1286 frames, utt_pad_proportion=0.05245, over 7362.83 utterances.], giga_tot_loss[loss=0.4287, simple_loss=0.4485, pruned_loss=0.2203, over 2475183.26 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08015, over 23662.02 utterances.], batch size: 133, lr: 2.34e-03
2022-08-20 04:20:35,211 INFO [train.py:927] (6/8) Epoch 1, batch 6600, giga_loss[loss=0.4412, simple_loss=0.4474, pruned_loss=0.2175, over 12384.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04137, over 133.00 utterances.], tot_loss[loss=0.4413, simple_loss=0.4506, pruned_loss=0.2257, over 2473912.79 frames. utt_duration=438.7 frames, utt_pad_proportion=0.08293, over 22631.33 utterances.], libri_tot_loss[loss=0.3673, simple_loss=0.522, pruned_loss=1.295, over 2365768.92 frames. utt_duration=1290 frames, utt_pad_proportion=0.05168, over 7341.70 utterances.], giga_tot_loss[loss=0.4324, simple_loss=0.4487, pruned_loss=0.2207, over 2474982.14 frames. utt_duration=414.5 frames, utt_pad_proportion=0.08346, over 23966.35 utterances.], batch size: 133, lr: 2.33e-03
2022-08-20 04:22:17,076 INFO [train.py:927] (6/8) Epoch 1, batch 6650, giga_loss[loss=0.4337, simple_loss=0.4428, pruned_loss=0.2123, over 12353.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04711, over 26.00 utterances.], tot_loss[loss=0.4369, simple_loss=0.4475, pruned_loss=0.2208, over 2474244.97 frames. utt_duration=465.3 frames, utt_pad_proportion=0.08146, over 21339.42 utterances.], libri_tot_loss[loss=0.3693, simple_loss=0.5176, pruned_loss=1.251, over 2370057.82 frames. utt_duration=1284 frames, utt_pad_proportion=0.0545, over 7392.23 utterances.], giga_tot_loss[loss=0.4307, simple_loss=0.4473, pruned_loss=0.2173, over 2475080.78 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08152, over 22911.25 utterances.], batch size: 26, lr: 2.33e-03
2022-08-20 04:23:57,158 INFO [train.py:927] (6/8) Epoch 1, batch 6700, giga_loss[loss=0.3628, simple_loss=0.4119, pruned_loss=0.1568, over 12240.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03256, over 28.00 utterances.], tot_loss[loss=0.4367, simple_loss=0.4472, pruned_loss=0.2189, over 2473812.99 frames. utt_duration=473.5 frames, utt_pad_proportion=0.08055, over 20964.09 utterances.], libri_tot_loss[loss=0.371, simple_loss=0.5172, pruned_loss=1.241, over 2371076.23 frames. utt_duration=1284 frames, utt_pad_proportion=0.05402, over 7394.30 utterances.], giga_tot_loss[loss=0.4309, simple_loss=0.4468, pruned_loss=0.2156, over 2474497.32 frames. utt_duration=445 frames, utt_pad_proportion=0.08086, over 22318.59 utterances.], batch size: 28, lr: 2.32e-03
2022-08-20 04:25:39,408 INFO [train.py:927] (6/8) Epoch 1, batch 6750, giga_loss[loss=0.3821, simple_loss=0.4205, pruned_loss=0.1718, over 12380.00 frames. utt_duration=545.7 frames, utt_pad_proportion=0.02729, over 91.00 utterances.], tot_loss[loss=0.4529, simple_loss=0.4586, pruned_loss=0.2282, over 2473808.22 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07327, over 20266.29 utterances.], libri_tot_loss[loss=0.3877, simple_loss=0.5252, pruned_loss=1.213, over 2374444.74 frames. utt_duration=1284 frames, utt_pad_proportion=0.05344, over 7407.03 utterances.], giga_tot_loss[loss=0.437, simple_loss=0.45, pruned_loss=0.2185, over 2474510.29 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07444, over 21739.62 utterances.], batch size: 91, lr: 2.31e-03
2022-08-20 04:27:17,215 INFO [train.py:927] (6/8) Epoch 1, batch 6800, libri_loss[loss=0.418, simple_loss=0.4233, pruned_loss=0.2063, over 12306.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007513, over 36.00 utterances.], tot_loss[loss=0.4494, simple_loss=0.457, pruned_loss=0.2245, over 2473829.32 frames. utt_duration=466.7 frames, utt_pad_proportion=0.0746, over 21267.11 utterances.], libri_tot_loss[loss=0.3884, simple_loss=0.522, pruned_loss=1.182, over 2377028.50 frames. utt_duration=1278 frames, utt_pad_proportion=0.05401, over 7450.10 utterances.], giga_tot_loss[loss=0.4377, simple_loss=0.4511, pruned_loss=0.2174, over 2474709.89 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07543, over 22761.56 utterances.], batch size: 36, lr: 2.31e-03
2022-08-20 04:28:58,009 INFO [train.py:927] (6/8) Epoch 1, batch 6850, giga_loss[loss=0.4557, simple_loss=0.4565, pruned_loss=0.2275, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.05082, over 34.00 utterances.], tot_loss[loss=0.4421, simple_loss=0.4521, pruned_loss=0.2189, over 2473746.15 frames. utt_duration=462.2 frames, utt_pad_proportion=0.0776, over 21476.11 utterances.], libri_tot_loss[loss=0.3887, simple_loss=0.519, pruned_loss=1.157, over 2379069.68 frames. utt_duration=1281 frames, utt_pad_proportion=0.05299, over 7434.97 utterances.], giga_tot_loss[loss=0.4339, simple_loss=0.4485, pruned_loss=0.2138, over 2474795.79 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07853, over 23018.90 utterances.], batch size: 34, lr: 2.30e-03
2022-08-20 04:30:40,315 INFO [train.py:927] (6/8) Epoch 1, batch 6900, giga_loss[loss=0.4222, simple_loss=0.4339, pruned_loss=0.2052, over 12358.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04074, over 145.00 utterances.], tot_loss[loss=0.4416, simple_loss=0.4516, pruned_loss=0.218, over 2473820.29 frames. utt_duration=465 frames, utt_pad_proportion=0.07411, over 21346.13 utterances.], libri_tot_loss[loss=0.3897, simple_loss=0.5172, pruned_loss=1.137, over 2380879.33 frames. utt_duration=1278 frames, utt_pad_proportion=0.05267, over 7461.00 utterances.], giga_tot_loss[loss=0.4351, simple_loss=0.4491, pruned_loss=0.2139, over 2474712.47 frames. utt_duration=435.6 frames, utt_pad_proportion=0.0753, over 22800.09 utterances.], batch size: 145, lr: 2.30e-03
2022-08-20 04:32:24,763 INFO [train.py:927] (6/8) Epoch 1, batch 6950, giga_loss[loss=0.5753, simple_loss=0.5265, pruned_loss=0.312, over 12390.00 frames. utt_duration=192 frames, utt_pad_proportion=0.111, over 260.00 utterances.], tot_loss[loss=0.4399, simple_loss=0.4495, pruned_loss=0.2169, over 2473871.57 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07427, over 21426.17 utterances.], libri_tot_loss[loss=0.3904, simple_loss=0.5141, pruned_loss=1.109, over 2383320.48 frames. utt_duration=1285 frames, utt_pad_proportion=0.05153, over 7428.48 utterances.], giga_tot_loss[loss=0.4355, simple_loss=0.4484, pruned_loss=0.2139, over 2474885.39 frames. utt_duration=432 frames, utt_pad_proportion=0.07571, over 22993.91 utterances.], batch size: 260, lr: 2.29e-03
2022-08-20 04:34:09,269 INFO [train.py:927] (6/8) Epoch 1, batch 7000, giga_loss[loss=0.4036, simple_loss=0.4265, pruned_loss=0.1903, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02701, over 54.00 utterances.], tot_loss[loss=0.4398, simple_loss=0.4499, pruned_loss=0.2161, over 2473881.76 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07795, over 21764.92 utterances.], libri_tot_loss[loss=0.3924, simple_loss=0.5133, pruned_loss=1.086, over 2385410.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05625, over 7537.11 utterances.], giga_tot_loss[loss=0.4356, simple_loss=0.4483, pruned_loss=0.2136, over 2474820.46 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07785, over 23226.15 utterances.], batch size: 54, lr: 2.29e-03
2022-08-20 04:35:50,836 INFO [train.py:927] (6/8) Epoch 1, batch 7050, giga_loss[loss=0.4197, simple_loss=0.4439, pruned_loss=0.1977, over 12449.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.03855, over 114.00 utterances.], tot_loss[loss=0.4362, simple_loss=0.4475, pruned_loss=0.2135, over 2473845.71 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07489, over 21526.32 utterances.], libri_tot_loss[loss=0.394, simple_loss=0.5119, pruned_loss=1.069, over 2387055.94 frames. utt_duration=1270 frames, utt_pad_proportion=0.05536, over 7526.49 utterances.], giga_tot_loss[loss=0.4323, simple_loss=0.4464, pruned_loss=0.2108, over 2474678.20 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07534, over 22933.66 utterances.], batch size: 114, lr: 2.28e-03
2022-08-20 04:37:30,612 INFO [train.py:927] (6/8) Epoch 1, batch 7100, giga_loss[loss=0.4354, simple_loss=0.4463, pruned_loss=0.2123, over 12310.00 frames. utt_duration=747.3 frames, utt_pad_proportion=0.03076, over 66.00 utterances.], tot_loss[loss=0.437, simple_loss=0.4464, pruned_loss=0.2146, over 2473504.80 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07459, over 21168.76 utterances.], libri_tot_loss[loss=0.3994, simple_loss=0.5118, pruned_loss=1.065, over 2387809.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.05489, over 7522.24 utterances.], giga_tot_loss[loss=0.4294, simple_loss=0.4449, pruned_loss=0.2082, over 2474259.44 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07516, over 22401.13 utterances.], batch size: 66, lr: 2.28e-03
2022-08-20 04:39:09,175 INFO [train.py:927] (6/8) Epoch 1, batch 7150, giga_loss[loss=0.4964, simple_loss=0.4877, pruned_loss=0.2526, over 12436.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03576, over 123.00 utterances.], tot_loss[loss=0.4436, simple_loss=0.4496, pruned_loss=0.2194, over 2473708.55 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07757, over 21574.59 utterances.], libri_tot_loss[loss=0.4029, simple_loss=0.5093, pruned_loss=1.032, over 2390962.52 frames. utt_duration=1275 frames, utt_pad_proportion=0.05361, over 7507.64 utterances.], giga_tot_loss[loss=0.4361, simple_loss=0.4485, pruned_loss=0.2129, over 2474508.47 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07851, over 23093.95 utterances.], batch size: 123, lr: 2.27e-03
2022-08-20 04:40:52,866 INFO [train.py:927] (6/8) Epoch 1, batch 7200, giga_loss[loss=0.3724, simple_loss=0.4002, pruned_loss=0.1723, over 12312.00 frames. utt_duration=625.1 frames, utt_pad_proportion=0.02788, over 79.00 utterances.], tot_loss[loss=0.4322, simple_loss=0.4422, pruned_loss=0.2116, over 2474571.65 frames. utt_duration=477 frames, utt_pad_proportion=0.07766, over 20814.85 utterances.], libri_tot_loss[loss=0.4026, simple_loss=0.5073, pruned_loss=1.015, over 2392588.20 frames. utt_duration=1264 frames, utt_pad_proportion=0.05743, over 7577.74 utterances.], giga_tot_loss[loss=0.4271, simple_loss=0.4419, pruned_loss=0.207, over 2475233.71 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07745, over 22196.93 utterances.], batch size: 79, lr: 2.27e-03
2022-08-20 04:42:33,891 INFO [train.py:927] (6/8) Epoch 1, batch 7250, giga_loss[loss=0.3739, simple_loss=0.4011, pruned_loss=0.1733, over 12483.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02879, over 55.00 utterances.], tot_loss[loss=0.4295, simple_loss=0.4431, pruned_loss=0.2083, over 2474141.20 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07837, over 20992.30 utterances.], libri_tot_loss[loss=0.4049, simple_loss=0.5086, pruned_loss=0.9858, over 2394724.55 frames. utt_duration=1268 frames, utt_pad_proportion=0.0563, over 7564.41 utterances.], giga_tot_loss[loss=0.4242, simple_loss=0.4395, pruned_loss=0.2051, over 2475324.42 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07867, over 22551.52 utterances.], batch size: 55, lr: 2.26e-03
2022-08-20 04:44:17,303 INFO [train.py:927] (6/8) Epoch 1, batch 7300, giga_loss[loss=0.385, simple_loss=0.4241, pruned_loss=0.1729, over 12375.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03042, over 97.00 utterances.], tot_loss[loss=0.4299, simple_loss=0.4432, pruned_loss=0.2086, over 2474086.77 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07644, over 21365.60 utterances.], libri_tot_loss[loss=0.4082, simple_loss=0.5089, pruned_loss=0.9762, over 2395850.93 frames. utt_duration=1269 frames, utt_pad_proportion=0.05578, over 7559.06 utterances.], giga_tot_loss[loss=0.423, simple_loss=0.4392, pruned_loss=0.204, over 2475061.86 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07703, over 22779.18 utterances.], batch size: 97, lr: 2.26e-03
2022-08-20 04:45:53,909 INFO [train.py:927] (6/8) Epoch 1, batch 7350, giga_loss[loss=0.3585, simple_loss=0.4121, pruned_loss=0.1524, over 12462.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.0315, over 92.00 utterances.], tot_loss[loss=0.4198, simple_loss=0.4384, pruned_loss=0.2009, over 2473943.11 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07353, over 21537.08 utterances.], libri_tot_loss[loss=0.4057, simple_loss=0.502, pruned_loss=0.9319, over 2399348.46 frames. utt_duration=1282 frames, utt_pad_proportion=0.05369, over 7493.81 utterances.], giga_tot_loss[loss=0.4173, simple_loss=0.438, pruned_loss=0.1988, over 2475356.06 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07505, over 23445.16 utterances.], batch size: 92, lr: 2.25e-03
2022-08-20 04:47:35,625 INFO [train.py:927] (6/8) Epoch 1, batch 7400, giga_loss[loss=0.3384, simple_loss=0.3891, pruned_loss=0.1439, over 12369.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03108, over 58.00 utterances.], tot_loss[loss=0.4086, simple_loss=0.4329, pruned_loss=0.1923, over 2474708.47 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07182, over 21998.75 utterances.], libri_tot_loss[loss=0.4047, simple_loss=0.4987, pruned_loss=0.9089, over 2401178.57 frames. utt_duration=1286 frames, utt_pad_proportion=0.05253, over 7475.26 utterances.], giga_tot_loss[loss=0.4076, simple_loss=0.4336, pruned_loss=0.1911, over 2476197.64 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07361, over 23930.39 utterances.], batch size: 58, lr: 2.24e-03
2022-08-20 04:49:16,357 INFO [train.py:927] (6/8) Epoch 1, batch 7450, giga_loss[loss=0.3812, simple_loss=0.4289, pruned_loss=0.1667, over 12333.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1852, over 360.00 utterances.], tot_loss[loss=0.4042, simple_loss=0.4323, pruned_loss=0.1882, over 2474512.74 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07421, over 22839.78 utterances.], libri_tot_loss[loss=0.4091, simple_loss=0.4984, pruned_loss=0.8868, over 2403139.92 frames. utt_duration=1286 frames, utt_pad_proportion=0.05203, over 7483.82 utterances.], giga_tot_loss[loss=0.3991, simple_loss=0.4308, pruned_loss=0.184, over 2476251.28 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07578, over 24883.09 utterances.], batch size: 360, lr: 2.24e-03
2022-08-20 04:50:57,099 INFO [train.py:927] (6/8) Epoch 1, batch 7500, giga_loss[loss=0.3117, simple_loss=0.378, pruned_loss=0.1227, over 12225.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03273, over 45.00 utterances.], tot_loss[loss=0.4062, simple_loss=0.4355, pruned_loss=0.1886, over 2474818.60 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07623, over 23804.99 utterances.], libri_tot_loss[loss=0.415, simple_loss=0.5002, pruned_loss=0.8696, over 2405422.12 frames. utt_duration=1281 frames, utt_pad_proportion=0.05186, over 7519.07 utterances.], giga_tot_loss[loss=0.397, simple_loss=0.4312, pruned_loss=0.1817, over 2476078.72 frames. utt_duration=384.7 frames, utt_pad_proportion=0.07754, over 25844.31 utterances.], batch size: 45, lr: 2.23e-03
2022-08-20 04:52:40,462 INFO [train.py:927] (6/8) Epoch 1, batch 7550, giga_loss[loss=0.3429, simple_loss=0.4004, pruned_loss=0.1427, over 12394.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.0514, over 161.00 utterances.], tot_loss[loss=0.3942, simple_loss=0.4285, pruned_loss=0.1801, over 2475377.44 frames. utt_duration=418.6 frames, utt_pad_proportion=0.07197, over 23734.75 utterances.], libri_tot_loss[loss=0.4133, simple_loss=0.4969, pruned_loss=0.8483, over 2407028.61 frames. utt_duration=1285 frames, utt_pad_proportion=0.05067, over 7503.73 utterances.], giga_tot_loss[loss=0.3879, simple_loss=0.426, pruned_loss=0.1751, over 2476790.74 frames. utt_duration=384.9 frames, utt_pad_proportion=0.0738, over 25838.35 utterances.], batch size: 161, lr: 2.23e-03
2022-08-20 04:54:23,019 INFO [train.py:927] (6/8) Epoch 1, batch 7600, giga_loss[loss=0.3701, simple_loss=0.4103, pruned_loss=0.165, over 12292.00 frames. utt_duration=912.3 frames, utt_pad_proportion=0.02534, over 54.00 utterances.], tot_loss[loss=0.3858, simple_loss=0.4236, pruned_loss=0.1741, over 2475979.28 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06735, over 23609.04 utterances.], libri_tot_loss[loss=0.4134, simple_loss=0.4961, pruned_loss=0.8418, over 2407568.37 frames. utt_duration=1287 frames, utt_pad_proportion=0.05048, over 7489.75 utterances.], giga_tot_loss[loss=0.3805, simple_loss=0.4218, pruned_loss=0.1698, over 2477208.35 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06922, over 25418.96 utterances.], batch size: 54, lr: 2.22e-03
2022-08-20 04:56:04,363 INFO [train.py:927] (6/8) Epoch 1, batch 7650, giga_loss[loss=0.3435, simple_loss=0.4048, pruned_loss=0.1411, over 12365.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.0532, over 161.00 utterances.], tot_loss[loss=0.3768, simple_loss=0.4191, pruned_loss=0.1673, over 2475425.88 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07107, over 23919.03 utterances.], libri_tot_loss[loss=0.4114, simple_loss=0.493, pruned_loss=0.8175, over 2409551.02 frames. utt_duration=1293 frames, utt_pad_proportion=0.04916, over 7465.00 utterances.], giga_tot_loss[loss=0.3733, simple_loss=0.418, pruned_loss=0.1644, over 2476763.57 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07276, over 25904.57 utterances.], batch size: 161, lr: 2.22e-03
2022-08-20 04:57:46,300 INFO [train.py:927] (6/8) Epoch 1, batch 7700, giga_loss[loss=0.3383, simple_loss=0.3862, pruned_loss=0.1452, over 12444.00 frames. utt_duration=906.4 frames, utt_pad_proportion=0.03159, over 55.00 utterances.], tot_loss[loss=0.3675, simple_loss=0.4133, pruned_loss=0.1609, over 2476116.02 frames. utt_duration=407.7 frames, utt_pad_proportion=0.07651, over 24378.08 utterances.], libri_tot_loss[loss=0.4114, simple_loss=0.4926, pruned_loss=0.8077, over 2410536.28 frames. utt_duration=1295 frames, utt_pad_proportion=0.0486, over 7456.06 utterances.], giga_tot_loss[loss=0.3642, simple_loss=0.4117, pruned_loss=0.1584, over 2477173.10 frames. utt_duration=380 frames, utt_pad_proportion=0.0777, over 26172.32 utterances.], batch size: 55, lr: 2.21e-03
2022-08-20 04:59:31,698 INFO [train.py:927] (6/8) Epoch 1, batch 7750, libri_loss[loss=0.2899, simple_loss=0.3428, pruned_loss=0.1186, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006495, over 33.00 utterances.], tot_loss[loss=0.3628, simple_loss=0.4094, pruned_loss=0.1582, over 2475909.29 frames. utt_duration=412.1 frames, utt_pad_proportion=0.07533, over 24117.68 utterances.], libri_tot_loss[loss=0.4101, simple_loss=0.489, pruned_loss=0.7823, over 2413041.47 frames. utt_duration=1294 frames, utt_pad_proportion=0.04825, over 7467.06 utterances.], giga_tot_loss[loss=0.3597, simple_loss=0.4084, pruned_loss=0.1555, over 2476821.03 frames. utt_duration=379.9 frames, utt_pad_proportion=0.07674, over 26179.92 utterances.], batch size: 33, lr: 2.21e-03
2022-08-20 05:01:23,759 INFO [train.py:927] (6/8) Epoch 1, batch 7800, giga_loss[loss=0.3309, simple_loss=0.4086, pruned_loss=0.1266, over 12407.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05137, over 161.00 utterances.], tot_loss[loss=0.3619, simple_loss=0.41, pruned_loss=0.157, over 2475571.08 frames. utt_duration=421.7 frames, utt_pad_proportion=0.07113, over 23562.97 utterances.], libri_tot_loss[loss=0.4104, simple_loss=0.488, pruned_loss=0.7737, over 2413517.21 frames. utt_duration=1296 frames, utt_pad_proportion=0.04768, over 7456.12 utterances.], giga_tot_loss[loss=0.3586, simple_loss=0.409, pruned_loss=0.1542, over 2476702.98 frames. utt_duration=391.1 frames, utt_pad_proportion=0.07282, over 25423.70 utterances.], batch size: 161, lr: 2.20e-03
2022-08-20 05:03:34,868 INFO [train.py:927] (6/8) Epoch 1, batch 7850, giga_loss[loss=0.3694, simple_loss=0.4127, pruned_loss=0.1631, over 12421.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05053, over 161.00 utterances.], tot_loss[loss=0.3603, simple_loss=0.4086, pruned_loss=0.1561, over 2476274.40 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06773, over 23455.48 utterances.], libri_tot_loss[loss=0.4108, simple_loss=0.4869, pruned_loss=0.7655, over 2414474.43 frames. utt_duration=1298 frames, utt_pad_proportion=0.04712, over 7447.31 utterances.], giga_tot_loss[loss=0.3566, simple_loss=0.4078, pruned_loss=0.1528, over 2477153.64 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06953, over 25158.75 utterances.], batch size: 161, lr: 2.20e-03
2022-08-20 05:05:34,088 INFO [train.py:927] (6/8) Epoch 1, batch 7900, giga_loss[loss=0.3006, simple_loss=0.3769, pruned_loss=0.1122, over 12338.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02846, over 66.00 utterances.], tot_loss[loss=0.3559, simple_loss=0.4071, pruned_loss=0.1524, over 2476726.70 frames. utt_duration=406.8 frames, utt_pad_proportion=0.07147, over 24434.58 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.4852, pruned_loss=0.7481, over 2416075.60 frames. utt_duration=1292 frames, utt_pad_proportion=0.04734, over 7488.48 utterances.], giga_tot_loss[loss=0.3517, simple_loss=0.4058, pruned_loss=0.1488, over 2477644.73 frames. utt_duration=379.8 frames, utt_pad_proportion=0.07273, over 26188.85 utterances.], batch size: 66, lr: 2.19e-03
2022-08-20 05:07:44,279 INFO [train.py:927] (6/8) Epoch 1, batch 7950, giga_loss[loss=0.3079, simple_loss=0.365, pruned_loss=0.1254, over 12342.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03378, over 51.00 utterances.], tot_loss[loss=0.3523, simple_loss=0.4056, pruned_loss=0.1495, over 2476673.26 frames. utt_duration=413.1 frames, utt_pad_proportion=0.07009, over 24060.22 utterances.], libri_tot_loss[loss=0.4126, simple_loss=0.4871, pruned_loss=0.7372, over 2417228.17 frames. utt_duration=1283 frames, utt_pad_proportion=0.04837, over 7545.39 utterances.], giga_tot_loss[loss=0.3464, simple_loss=0.4016, pruned_loss=0.1456, over 2477459.47 frames. utt_duration=387 frames, utt_pad_proportion=0.07108, over 25692.49 utterances.], batch size: 51, lr: 2.19e-03
2022-08-20 05:09:36,526 INFO [train.py:927] (6/8) Epoch 1, batch 8000, giga_loss[loss=0.3561, simple_loss=0.4097, pruned_loss=0.1513, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03297, over 75.00 utterances.], tot_loss[loss=0.3559, simple_loss=0.4045, pruned_loss=0.1536, over 2476048.89 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06895, over 23733.58 utterances.], libri_tot_loss[loss=0.4189, simple_loss=0.4871, pruned_loss=0.7292, over 2418334.62 frames. utt_duration=1288 frames, utt_pad_proportion=0.04792, over 7518.25 utterances.], giga_tot_loss[loss=0.3438, simple_loss=0.3992, pruned_loss=0.1442, over 2476983.25 frames. utt_duration=390.9 frames, utt_pad_proportion=0.07006, over 25434.73 utterances.], batch size: 75, lr: 2.18e-03
2022-08-20 05:11:59,205 INFO [train.py:927] (6/8) Epoch 1, batch 8050, giga_loss[loss=0.2971, simple_loss=0.3661, pruned_loss=0.1141, over 12138.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.03603, over 28.00 utterances.], tot_loss[loss=0.3597, simple_loss=0.4052, pruned_loss=0.1571, over 2475965.65 frames. utt_duration=441.7 frames, utt_pad_proportion=0.06464, over 22489.23 utterances.], libri_tot_loss[loss=0.4251, simple_loss=0.4883, pruned_loss=0.7208, over 2419594.00 frames. utt_duration=1285 frames, utt_pad_proportion=0.04793, over 7539.35 utterances.], giga_tot_loss[loss=0.3433, simple_loss=0.3981, pruned_loss=0.1443, over 2476867.25 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06599, over 24171.74 utterances.], batch size: 28, lr: 2.18e-03
2022-08-20 05:13:59,963 INFO [train.py:927] (6/8) Epoch 1, batch 8100, giga_loss[loss=0.361, simple_loss=0.4064, pruned_loss=0.1578, over 12450.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03551, over 105.00 utterances.], tot_loss[loss=0.3519, simple_loss=0.3977, pruned_loss=0.1531, over 2476141.27 frames. utt_duration=438.5 frames, utt_pad_proportion=0.06202, over 22653.10 utterances.], libri_tot_loss[loss=0.4236, simple_loss=0.486, pruned_loss=0.7096, over 2419949.70 frames. utt_duration=1291 frames, utt_pad_proportion=0.04745, over 7507.83 utterances.], giga_tot_loss[loss=0.3391, simple_loss=0.3925, pruned_loss=0.1428, over 2477547.07 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06345, over 24280.69 utterances.], batch size: 105, lr: 2.17e-03
2022-08-20 05:16:00,106 INFO [train.py:927] (6/8) Epoch 1, batch 8150, giga_loss[loss=0.2888, simple_loss=0.366, pruned_loss=0.1058, over 12407.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04607, over 161.00 utterances.], tot_loss[loss=0.3477, simple_loss=0.3949, pruned_loss=0.1502, over 2476575.81 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06621, over 24068.38 utterances.], libri_tot_loss[loss=0.4219, simple_loss=0.4834, pruned_loss=0.696, over 2420907.97 frames. utt_duration=1296 frames, utt_pad_proportion=0.04661, over 7480.40 utterances.], giga_tot_loss[loss=0.3372, simple_loss=0.3911, pruned_loss=0.1417, over 2478099.49 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06741, over 25766.89 utterances.], batch size: 161, lr: 2.17e-03
2022-08-20 05:18:06,338 INFO [train.py:927] (6/8) Epoch 1, batch 8200, giga_loss[loss=0.3081, simple_loss=0.3667, pruned_loss=0.1247, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02522, over 48.00 utterances.], tot_loss[loss=0.3416, simple_loss=0.3914, pruned_loss=0.1459, over 2477463.92 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06779, over 25156.02 utterances.], libri_tot_loss[loss=0.422, simple_loss=0.4836, pruned_loss=0.6933, over 2421141.43 frames. utt_duration=1297 frames, utt_pad_proportion=0.04643, over 7475.99 utterances.], giga_tot_loss[loss=0.333, simple_loss=0.3879, pruned_loss=0.1391, over 2478700.06 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06868, over 26568.92 utterances.], batch size: 48, lr: 2.16e-03
2022-08-20 05:20:09,791 INFO [train.py:927] (6/8) Epoch 1, batch 8250, giga_loss[loss=0.322, simple_loss=0.3748, pruned_loss=0.1346, over 12368.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02856, over 91.00 utterances.], tot_loss[loss=0.3431, simple_loss=0.3919, pruned_loss=0.1472, over 2477034.73 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06786, over 24956.06 utterances.], libri_tot_loss[loss=0.4249, simple_loss=0.4852, pruned_loss=0.6851, over 2421965.79 frames. utt_duration=1300 frames, utt_pad_proportion=0.04576, over 7463.50 utterances.], giga_tot_loss[loss=0.3323, simple_loss=0.3862, pruned_loss=0.1392, over 2478281.24 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06882, over 26408.03 utterances.], batch size: 91, lr: 2.16e-03
2022-08-20 05:22:42,953 INFO [train.py:927] (6/8) Epoch 1, batch 8300, giga_loss[loss=0.2493, simple_loss=0.3196, pruned_loss=0.08949, over 12312.00 frames. utt_duration=704.4 frames, utt_pad_proportion=0.03369, over 70.00 utterances.], tot_loss[loss=0.3386, simple_loss=0.3875, pruned_loss=0.1449, over 2477525.08 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06621, over 24339.61 utterances.], libri_tot_loss[loss=0.4227, simple_loss=0.4823, pruned_loss=0.6717, over 2422843.30 frames. utt_duration=1306 frames, utt_pad_proportion=0.045, over 7428.25 utterances.], giga_tot_loss[loss=0.3301, simple_loss=0.3834, pruned_loss=0.1384, over 2478943.21 frames. utt_duration=384 frames, utt_pad_proportion=0.06736, over 25901.95 utterances.], batch size: 70, lr: 2.16e-03
2022-08-20 05:24:51,246 INFO [train.py:927] (6/8) Epoch 1, batch 8350, giga_loss[loss=0.2665, simple_loss=0.3391, pruned_loss=0.09693, over 12418.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03939, over 133.00 utterances.], tot_loss[loss=0.3337, simple_loss=0.3825, pruned_loss=0.1425, over 2478072.09 frames. utt_duration=408 frames, utt_pad_proportion=0.06472, over 24366.90 utterances.], libri_tot_loss[loss=0.4216, simple_loss=0.48, pruned_loss=0.6569, over 2424352.88 frames. utt_duration=1306 frames, utt_pad_proportion=0.04433, over 7436.32 utterances.], giga_tot_loss[loss=0.3256, simple_loss=0.3786, pruned_loss=0.1363, over 2479306.36 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06605, over 26067.64 utterances.], batch size: 133, lr: 2.15e-03
2022-08-20 05:26:52,803 INFO [train.py:927] (6/8) Epoch 1, batch 8400, giga_loss[loss=0.3542, simple_loss=0.4097, pruned_loss=0.1494, over 12396.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02441, over 48.00 utterances.], tot_loss[loss=0.3315, simple_loss=0.3805, pruned_loss=0.1413, over 2477717.50 frames. utt_duration=411.1 frames, utt_pad_proportion=0.06476, over 24178.57 utterances.], libri_tot_loss[loss=0.4201, simple_loss=0.478, pruned_loss=0.6445, over 2425390.41 frames. utt_duration=1288 frames, utt_pad_proportion=0.04938, over 7538.92 utterances.], giga_tot_loss[loss=0.3243, simple_loss=0.377, pruned_loss=0.1358, over 2478943.96 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06479, over 25817.09 utterances.], batch size: 48, lr: 2.15e-03
2022-08-20 05:28:56,434 INFO [train.py:927] (6/8) Epoch 1, batch 8450, giga_loss[loss=0.3545, simple_loss=0.384, pruned_loss=0.1625, over 12426.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05698, over 182.00 utterances.], tot_loss[loss=0.3322, simple_loss=0.3813, pruned_loss=0.1415, over 2478011.44 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06175, over 23801.63 utterances.], libri_tot_loss[loss=0.421, simple_loss=0.4787, pruned_loss=0.6357, over 2426297.49 frames. utt_duration=1289 frames, utt_pad_proportion=0.04864, over 7535.21 utterances.], giga_tot_loss[loss=0.3241, simple_loss=0.3761, pruned_loss=0.136, over 2479113.81 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06221, over 25389.72 utterances.], batch size: 182, lr: 2.14e-03
2022-08-20 05:31:01,768 INFO [train.py:927] (6/8) Epoch 1, batch 8500, giga_loss[loss=0.3391, simple_loss=0.389, pruned_loss=0.1446, over 12385.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02597, over 66.00 utterances.], tot_loss[loss=0.3341, simple_loss=0.3798, pruned_loss=0.1442, over 2477498.47 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06243, over 23579.78 utterances.], libri_tot_loss[loss=0.4235, simple_loss=0.4775, pruned_loss=0.6318, over 2426952.36 frames. utt_duration=1294 frames, utt_pad_proportion=0.04816, over 7512.30 utterances.], giga_tot_loss[loss=0.3242, simple_loss=0.3754, pruned_loss=0.1365, over 2478492.48 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06293, over 25082.08 utterances.], batch size: 66, lr: 2.14e-03
2022-08-20 05:33:19,378 INFO [train.py:927] (6/8) Epoch 1, batch 8550, giga_loss[loss=0.2789, simple_loss=0.3405, pruned_loss=0.1086, over 12348.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02641, over 66.00 utterances.], tot_loss[loss=0.3325, simple_loss=0.3795, pruned_loss=0.1428, over 2478251.93 frames. utt_duration=416.5 frames, utt_pad_proportion=0.06308, over 23870.87 utterances.], libri_tot_loss[loss=0.423, simple_loss=0.4766, pruned_loss=0.625, over 2427752.18 frames. utt_duration=1290 frames, utt_pad_proportion=0.04842, over 7535.46 utterances.], giga_tot_loss[loss=0.3239, simple_loss=0.3756, pruned_loss=0.1362, over 2479000.26 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06344, over 25255.24 utterances.], batch size: 66, lr: 2.13e-03
2022-08-20 05:35:33,503 INFO [train.py:927] (6/8) Epoch 1, batch 8600, giga_loss[loss=0.292, simple_loss=0.3424, pruned_loss=0.1208, over 12408.00 frames. utt_duration=584.9 frames, utt_pad_proportion=0.02686, over 85.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3754, pruned_loss=0.1409, over 2478481.21 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0657, over 24022.73 utterances.], libri_tot_loss[loss=0.4237, simple_loss=0.4765, pruned_loss=0.6191, over 2428427.40 frames. utt_duration=1292 frames, utt_pad_proportion=0.0479, over 7525.47 utterances.], giga_tot_loss[loss=0.3199, simple_loss=0.371, pruned_loss=0.1344, over 2479148.61 frames. utt_duration=392.2 frames, utt_pad_proportion=0.0661, over 25357.82 utterances.], batch size: 85, lr: 2.13e-03
2022-08-20 05:37:28,164 INFO [train.py:927] (6/8) Epoch 1, batch 8650, giga_loss[loss=0.2904, simple_loss=0.3624, pruned_loss=0.1093, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02651, over 48.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.3777, pruned_loss=0.1406, over 2477845.48 frames. utt_duration=420.8 frames, utt_pad_proportion=0.06373, over 23621.90 utterances.], libri_tot_loss[loss=0.4262, simple_loss=0.4795, pruned_loss=0.6048, over 2429818.36 frames. utt_duration=1299 frames, utt_pad_proportion=0.04671, over 7492.64 utterances.], giga_tot_loss[loss=0.3172, simple_loss=0.3682, pruned_loss=0.1331, over 2478665.98 frames. utt_duration=394.3 frames, utt_pad_proportion=0.06461, over 25217.48 utterances.], batch size: 48, lr: 2.12e-03
2022-08-20 05:39:25,992 INFO [train.py:927] (6/8) Epoch 1, batch 8700, giga_loss[loss=0.2725, simple_loss=0.3379, pruned_loss=0.1036, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02535, over 48.00 utterances.], tot_loss[loss=0.3273, simple_loss=0.3759, pruned_loss=0.1393, over 2477982.52 frames. utt_duration=427.3 frames, utt_pad_proportion=0.0611, over 23264.16 utterances.], libri_tot_loss[loss=0.4249, simple_loss=0.4782, pruned_loss=0.5937, over 2430866.39 frames. utt_duration=1301 frames, utt_pad_proportion=0.0458, over 7481.49 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.3673, pruned_loss=0.1329, over 2478763.69 frames. utt_duration=399.4 frames, utt_pad_proportion=0.0623, over 24899.79 utterances.], batch size: 48, lr: 2.12e-03
2022-08-20 05:41:31,761 INFO [train.py:927] (6/8) Epoch 1, batch 8750, giga_loss[loss=0.2833, simple_loss=0.3467, pruned_loss=0.1099, over 12429.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03328, over 75.00 utterances.], tot_loss[loss=0.3215, simple_loss=0.3712, pruned_loss=0.1359, over 2477615.98 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06526, over 24283.04 utterances.], libri_tot_loss[loss=0.4243, simple_loss=0.4771, pruned_loss=0.5854, over 2431720.06 frames. utt_duration=1297 frames, utt_pad_proportion=0.04604, over 7505.51 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3635, pruned_loss=0.13, over 2478311.81 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06599, over 25839.05 utterances.], batch size: 75, lr: 2.11e-03
2022-08-20 05:43:48,609 INFO [train.py:927] (6/8) Epoch 1, batch 8800, giga_loss[loss=0.2935, simple_loss=0.359, pruned_loss=0.1139, over 12401.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02471, over 91.00 utterances.], tot_loss[loss=0.3208, simple_loss=0.3702, pruned_loss=0.1358, over 2477160.70 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06542, over 24377.73 utterances.], libri_tot_loss[loss=0.422, simple_loss=0.4739, pruned_loss=0.5688, over 2432616.60 frames. utt_duration=1300 frames, utt_pad_proportion=0.04499, over 7496.42 utterances.], giga_tot_loss[loss=0.3114, simple_loss=0.363, pruned_loss=0.1299, over 2478529.63 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06643, over 26232.47 utterances.], batch size: 91, lr: 2.11e-03
2022-08-20 05:45:50,732 INFO [train.py:927] (6/8) Epoch 1, batch 8850, giga_loss[loss=0.3616, simple_loss=0.3938, pruned_loss=0.1647, over 12400.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05849, over 182.00 utterances.], tot_loss[loss=0.3258, simple_loss=0.3739, pruned_loss=0.1388, over 2477785.99 frames. utt_duration=411 frames, utt_pad_proportion=0.06393, over 24183.97 utterances.], libri_tot_loss[loss=0.4271, simple_loss=0.4777, pruned_loss=0.5643, over 2433538.75 frames. utt_duration=1302 frames, utt_pad_proportion=0.04429, over 7485.53 utterances.], giga_tot_loss[loss=0.3113, simple_loss=0.3626, pruned_loss=0.13, over 2478836.58 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06512, over 25979.81 utterances.], batch size: 182, lr: 2.10e-03
2022-08-20 05:47:49,877 INFO [train.py:927] (6/8) Epoch 1, batch 8900, giga_loss[loss=0.3139, simple_loss=0.3603, pruned_loss=0.1337, over 12416.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09594, over 256.00 utterances.], tot_loss[loss=0.3313, simple_loss=0.3786, pruned_loss=0.142, over 2477663.03 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06728, over 25109.88 utterances.], libri_tot_loss[loss=0.4327, simple_loss=0.4818, pruned_loss=0.5584, over 2434210.42 frames. utt_duration=1301 frames, utt_pad_proportion=0.04383, over 7492.37 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3635, pruned_loss=0.1308, over 2478883.81 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06822, over 26921.34 utterances.], batch size: 256, lr: 2.10e-03
2022-08-20 05:49:51,449 INFO [train.py:927] (6/8) Epoch 1, batch 8950, giga_loss[loss=0.3371, simple_loss=0.3855, pruned_loss=0.1444, over 12376.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07135, over 211.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3781, pruned_loss=0.1396, over 2477409.74 frames. utt_duration=398.3 frames, utt_pad_proportion=0.0665, over 24954.89 utterances.], libri_tot_loss[loss=0.4306, simple_loss=0.4792, pruned_loss=0.5449, over 2435113.35 frames. utt_duration=1304 frames, utt_pad_proportion=0.04272, over 7477.38 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.3651, pruned_loss=0.1297, over 2478890.05 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06776, over 26943.69 utterances.], batch size: 211, lr: 2.10e-03
2022-08-20 05:51:47,626 INFO [train.py:927] (6/8) Epoch 1, batch 9000, giga_loss[loss=0.3321, simple_loss=0.3805, pruned_loss=0.1418, over 12412.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05846, over 182.00 utterances.], tot_loss[loss=0.3264, simple_loss=0.3762, pruned_loss=0.1382, over 2477300.04 frames. utt_duration=394 frames, utt_pad_proportion=0.06683, over 25230.83 utterances.], libri_tot_loss[loss=0.4275, simple_loss=0.4758, pruned_loss=0.5311, over 2436074.46 frames. utt_duration=1299 frames, utt_pad_proportion=0.04303, over 7507.95 utterances.], giga_tot_loss[loss=0.3128, simple_loss=0.3656, pruned_loss=0.13, over 2478963.66 frames. utt_duration=363.6 frames, utt_pad_proportion=0.06794, over 27364.16 utterances.], batch size: 182, lr: 2.09e-03
2022-08-20 05:51:47,627 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 05:52:01,406 INFO [train.py:967] (6/8) Epoch 1, validation: loss=0.2825, simple_loss=0.3639, pruned_loss=0.1005, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 05:54:06,307 INFO [train.py:927] (6/8) Epoch 1, batch 9050, giga_loss[loss=0.3251, simple_loss=0.3844, pruned_loss=0.1328, over 12372.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.0314, over 97.00 utterances.], tot_loss[loss=0.3186, simple_loss=0.3701, pruned_loss=0.1335, over 2477208.80 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07039, over 25347.34 utterances.], libri_tot_loss[loss=0.4247, simple_loss=0.473, pruned_loss=0.5212, over 2437045.59 frames. utt_duration=1304 frames, utt_pad_proportion=0.04237, over 7482.59 utterances.], giga_tot_loss[loss=0.3078, simple_loss=0.3619, pruned_loss=0.1269, over 2478558.25 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07137, over 27492.74 utterances.], batch size: 97, lr: 2.09e-03
2022-08-20 05:56:06,503 INFO [train.py:927] (6/8) Epoch 1, batch 9100, giga_loss[loss=0.3144, simple_loss=0.3788, pruned_loss=0.125, over 12346.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03281, over 85.00 utterances.], tot_loss[loss=0.3142, simple_loss=0.3667, pruned_loss=0.1309, over 2477545.43 frames. utt_duration=403.7 frames, utt_pad_proportion=0.06723, over 24624.68 utterances.], libri_tot_loss[loss=0.4224, simple_loss=0.4708, pruned_loss=0.5116, over 2437829.06 frames. utt_duration=1309 frames, utt_pad_proportion=0.0416, over 7458.70 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.3598, pruned_loss=0.1255, over 2478823.20 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06861, over 26759.37 utterances.], batch size: 85, lr: 2.08e-03
2022-08-20 05:58:13,868 INFO [train.py:927] (6/8) Epoch 1, batch 9150, giga_loss[loss=0.3327, simple_loss=0.376, pruned_loss=0.1447, over 12447.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03568, over 105.00 utterances.], tot_loss[loss=0.3157, simple_loss=0.3683, pruned_loss=0.1316, over 2477771.25 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06397, over 23858.14 utterances.], libri_tot_loss[loss=0.4201, simple_loss=0.4681, pruned_loss=0.4977, over 2439518.72 frames. utt_duration=1310 frames, utt_pad_proportion=0.04044, over 7456.28 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3614, pruned_loss=0.126, over 2478706.58 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06588, over 26190.33 utterances.], batch size: 105, lr: 2.08e-03
2022-08-20 06:00:14,854 INFO [train.py:927] (6/8) Epoch 1, batch 9200, giga_loss[loss=0.3167, simple_loss=0.3736, pruned_loss=0.1299, over 12382.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03122, over 62.00 utterances.], tot_loss[loss=0.3188, simple_loss=0.3717, pruned_loss=0.1329, over 2477414.13 frames. utt_duration=428.1 frames, utt_pad_proportion=0.05968, over 23215.32 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4678, pruned_loss=0.4915, over 2439878.14 frames. utt_duration=1311 frames, utt_pad_proportion=0.03996, over 7452.22 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3647, pruned_loss=0.1275, over 2478512.27 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06183, over 25363.95 utterances.], batch size: 62, lr: 2.07e-03
2022-08-20 06:02:20,160 INFO [train.py:927] (6/8) Epoch 1, batch 9250, libri_loss[loss=0.7595, simple_loss=0.4824, pruned_loss=0.5183, over 12271.00 frames. utt_duration=768.5 frames, utt_pad_proportion=0.1277, over 64.00 utterances.], tot_loss[loss=0.3275, simple_loss=0.3775, pruned_loss=0.1388, over 2476786.07 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06217, over 23472.05 utterances.], libri_tot_loss[loss=0.4239, simple_loss=0.4694, pruned_loss=0.4885, over 2439970.70 frames. utt_duration=1310 frames, utt_pad_proportion=0.04032, over 7461.33 utterances.], giga_tot_loss[loss=0.315, simple_loss=0.3688, pruned_loss=0.1306, over 2478254.29 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06372, over 25466.85 utterances.], batch size: 64, lr: 2.07e-03
2022-08-20 06:04:32,862 INFO [train.py:927] (6/8) Epoch 1, batch 9300, giga_loss[loss=0.2904, simple_loss=0.3533, pruned_loss=0.1138, over 12396.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.02741, over 85.00 utterances.], tot_loss[loss=0.3281, simple_loss=0.3776, pruned_loss=0.1393, over 2477475.94 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06035, over 23013.44 utterances.], libri_tot_loss[loss=0.4256, simple_loss=0.4701, pruned_loss=0.4838, over 2440804.19 frames. utt_duration=1313 frames, utt_pad_proportion=0.03975, over 7443.30 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.3684, pruned_loss=0.1306, over 2478562.39 frames. utt_duration=399.2 frames, utt_pad_proportion=0.062, over 24910.02 utterances.], batch size: 85, lr: 2.06e-03
2022-08-20 06:06:34,282 INFO [train.py:927] (6/8) Epoch 1, batch 9350, giga_loss[loss=0.3345, simple_loss=0.3803, pruned_loss=0.1443, over 12333.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03151, over 70.00 utterances.], tot_loss[loss=0.3249, simple_loss=0.3755, pruned_loss=0.1372, over 2477715.77 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06085, over 22909.38 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.468, pruned_loss=0.4709, over 2442214.07 frames. utt_duration=1315 frames, utt_pad_proportion=0.03888, over 7438.68 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3665, pruned_loss=0.1294, over 2478632.22 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06264, over 25036.83 utterances.], batch size: 70, lr: 2.06e-03
2022-08-20 06:08:41,468 INFO [train.py:927] (6/8) Epoch 1, batch 9400, giga_loss[loss=0.2977, simple_loss=0.3622, pruned_loss=0.1166, over 12422.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.0321, over 80.00 utterances.], tot_loss[loss=0.3181, simple_loss=0.37, pruned_loss=0.1331, over 2477372.76 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06442, over 23173.94 utterances.], libri_tot_loss[loss=0.4225, simple_loss=0.4675, pruned_loss=0.4676, over 2442258.56 frames. utt_duration=1318 frames, utt_pad_proportion=0.03865, over 7422.34 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3624, pruned_loss=0.127, over 2478388.81 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06572, over 25016.89 utterances.], batch size: 80, lr: 2.06e-03
2022-08-20 06:10:46,811 INFO [train.py:927] (6/8) Epoch 1, batch 9450, giga_loss[loss=0.3291, simple_loss=0.3964, pruned_loss=0.1309, over 12390.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04512, over 146.00 utterances.], tot_loss[loss=0.3134, simple_loss=0.3684, pruned_loss=0.1292, over 2477496.46 frames. utt_duration=431.2 frames, utt_pad_proportion=0.06253, over 23047.66 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4671, pruned_loss=0.461, over 2442567.95 frames. utt_duration=1320 frames, utt_pad_proportion=0.03839, over 7409.90 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3612, pruned_loss=0.1243, over 2478629.44 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06389, over 24785.21 utterances.], batch size: 146, lr: 2.05e-03
2022-08-20 06:12:38,893 INFO [train.py:927] (6/8) Epoch 1, batch 9500, giga_loss[loss=0.2901, simple_loss=0.3656, pruned_loss=0.1073, over 12457.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.0438, over 134.00 utterances.], tot_loss[loss=0.3166, simple_loss=0.3745, pruned_loss=0.1294, over 2477163.15 frames. utt_duration=438.2 frames, utt_pad_proportion=0.06255, over 22673.01 utterances.], libri_tot_loss[loss=0.4242, simple_loss=0.4713, pruned_loss=0.4522, over 2443576.03 frames. utt_duration=1314 frames, utt_pad_proportion=0.03862, over 7445.16 utterances.], giga_tot_loss[loss=0.3037, simple_loss=0.3617, pruned_loss=0.1228, over 2478247.16 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06385, over 24512.25 utterances.], batch size: 134, lr: 2.05e-03
2022-08-20 06:14:49,644 INFO [train.py:927] (6/8) Epoch 1, batch 9550, giga_loss[loss=0.2885, simple_loss=0.3534, pruned_loss=0.1118, over 12429.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03813, over 133.00 utterances.], tot_loss[loss=0.3155, simple_loss=0.3734, pruned_loss=0.1288, over 2476968.58 frames. utt_duration=433.4 frames, utt_pad_proportion=0.06233, over 22922.09 utterances.], libri_tot_loss[loss=0.4239, simple_loss=0.4707, pruned_loss=0.4469, over 2443752.45 frames. utt_duration=1311 frames, utt_pad_proportion=0.0389, over 7462.11 utterances.], giga_tot_loss[loss=0.3037, simple_loss=0.3621, pruned_loss=0.1226, over 2478256.27 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06344, over 24635.13 utterances.], batch size: 133, lr: 2.04e-03
2022-08-20 06:17:05,728 INFO [train.py:927] (6/8) Epoch 1, batch 9600, giga_loss[loss=0.2672, simple_loss=0.3432, pruned_loss=0.09564, over 12264.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02601, over 54.00 utterances.], tot_loss[loss=0.3154, simple_loss=0.3722, pruned_loss=0.1293, over 2476856.11 frames. utt_duration=425 frames, utt_pad_proportion=0.06217, over 23379.08 utterances.], libri_tot_loss[loss=0.4224, simple_loss=0.4683, pruned_loss=0.4377, over 2444458.83 frames. utt_duration=1314 frames, utt_pad_proportion=0.03791, over 7448.20 utterances.], giga_tot_loss[loss=0.3039, simple_loss=0.3622, pruned_loss=0.1228, over 2478304.56 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06352, over 25272.56 utterances.], batch size: 54, lr: 2.04e-03
2022-08-20 06:19:22,734 INFO [train.py:927] (6/8) Epoch 1, batch 9650, giga_loss[loss=0.2852, simple_loss=0.3654, pruned_loss=0.1024, over 12437.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03514, over 43.00 utterances.], tot_loss[loss=0.3156, simple_loss=0.3715, pruned_loss=0.1298, over 2477037.59 frames. utt_duration=412 frames, utt_pad_proportion=0.06613, over 24120.48 utterances.], libri_tot_loss[loss=0.4208, simple_loss=0.4659, pruned_loss=0.4298, over 2445365.13 frames. utt_duration=1317 frames, utt_pad_proportion=0.03714, over 7432.97 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.363, pruned_loss=0.1234, over 2478238.32 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06729, over 26083.61 utterances.], batch size: 43, lr: 2.03e-03
2022-08-20 06:21:45,452 INFO [train.py:927] (6/8) Epoch 1, batch 9700, giga_loss[loss=0.3527, simple_loss=0.3833, pruned_loss=0.161, over 12410.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07802, over 213.00 utterances.], tot_loss[loss=0.3152, simple_loss=0.3709, pruned_loss=0.1298, over 2477225.57 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06889, over 24219.75 utterances.], libri_tot_loss[loss=0.4202, simple_loss=0.4654, pruned_loss=0.427, over 2445635.29 frames. utt_duration=1317 frames, utt_pad_proportion=0.03728, over 7438.57 utterances.], giga_tot_loss[loss=0.3065, simple_loss=0.3639, pruned_loss=0.1245, over 2478219.70 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06967, over 25903.13 utterances.], batch size: 213, lr: 2.03e-03
2022-08-20 06:23:58,850 INFO [train.py:927] (6/8) Epoch 1, batch 9750, giga_loss[loss=0.274, simple_loss=0.3527, pruned_loss=0.09769, over 12345.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02783, over 66.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.3702, pruned_loss=0.1287, over 2476656.18 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06718, over 23230.60 utterances.], libri_tot_loss[loss=0.4205, simple_loss=0.4655, pruned_loss=0.4178, over 2446436.92 frames. utt_duration=1323 frames, utt_pad_proportion=0.0362, over 7407.53 utterances.], giga_tot_loss[loss=0.3029, simple_loss=0.3613, pruned_loss=0.1222, over 2477876.72 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06851, over 25186.02 utterances.], batch size: 66, lr: 2.03e-03
2022-08-20 06:26:00,491 INFO [train.py:927] (6/8) Epoch 1, batch 9800, giga_loss[loss=0.3412, simple_loss=0.3827, pruned_loss=0.1499, over 12418.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09976, over 257.00 utterances.], tot_loss[loss=0.3113, simple_loss=0.3683, pruned_loss=0.1272, over 2476764.74 frames. utt_duration=418 frames, utt_pad_proportion=0.06918, over 23766.32 utterances.], libri_tot_loss[loss=0.4174, simple_loss=0.4624, pruned_loss=0.4083, over 2447193.45 frames. utt_duration=1305 frames, utt_pad_proportion=0.0414, over 7508.85 utterances.], giga_tot_loss[loss=0.3018, simple_loss=0.3608, pruned_loss=0.1214, over 2478006.01 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06897, over 25765.97 utterances.], batch size: 257, lr: 2.02e-03
2022-08-20 06:27:55,578 INFO [train.py:927] (6/8) Epoch 1, batch 9850, giga_loss[loss=0.2792, simple_loss=0.3271, pruned_loss=0.1157, over 12375.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1753, over 356.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3693, pruned_loss=0.1283, over 2477163.78 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06959, over 24055.46 utterances.], libri_tot_loss[loss=0.4156, simple_loss=0.4605, pruned_loss=0.4019, over 2447548.90 frames. utt_duration=1294 frames, utt_pad_proportion=0.04525, over 7573.32 utterances.], giga_tot_loss[loss=0.3047, simple_loss=0.3629, pruned_loss=0.1232, over 2478461.14 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06847, over 25933.28 utterances.], batch size: 356, lr: 2.02e-03
2022-08-20 06:29:45,052 INFO [train.py:927] (6/8) Epoch 1, batch 9900, giga_loss[loss=0.3093, simple_loss=0.3545, pruned_loss=0.1321, over 12417.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05032, over 161.00 utterances.], tot_loss[loss=0.3108, simple_loss=0.3664, pruned_loss=0.1276, over 2477197.31 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06869, over 24244.01 utterances.], libri_tot_loss[loss=0.4135, simple_loss=0.4583, pruned_loss=0.3954, over 2448146.16 frames. utt_duration=1295 frames, utt_pad_proportion=0.04478, over 7569.24 utterances.], giga_tot_loss[loss=0.3036, simple_loss=0.3612, pruned_loss=0.123, over 2478364.36 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06812, over 26110.01 utterances.], batch size: 161, lr: 2.01e-03
2022-08-20 06:31:40,503 INFO [train.py:927] (6/8) Epoch 1, batch 9950, giga_loss[loss=0.3631, simple_loss=0.3971, pruned_loss=0.1645, over 12435.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05674, over 182.00 utterances.], tot_loss[loss=0.3179, simple_loss=0.3706, pruned_loss=0.1326, over 2477187.63 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06693, over 23957.41 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.4579, pruned_loss=0.3931, over 2448458.93 frames. utt_duration=1296 frames, utt_pad_proportion=0.04425, over 7565.71 utterances.], giga_tot_loss[loss=0.3102, simple_loss=0.3655, pruned_loss=0.1275, over 2478214.23 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06682, over 25654.36 utterances.], batch size: 182, lr: 2.01e-03
2022-08-20 06:33:22,700 INFO [train.py:927] (6/8) Epoch 1, batch 10000, libri_loss[loss=0.3451, simple_loss=0.3979, pruned_loss=0.1461, over 12447.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009183, over 39.00 utterances.], tot_loss[loss=0.3355, simple_loss=0.3824, pruned_loss=0.1443, over 2476441.89 frames. utt_duration=441.6 frames, utt_pad_proportion=0.06468, over 22496.99 utterances.], libri_tot_loss[loss=0.416, simple_loss=0.4563, pruned_loss=0.3874, over 2449882.81 frames. utt_duration=1301 frames, utt_pad_proportion=0.043, over 7543.43 utterances.], giga_tot_loss[loss=0.3247, simple_loss=0.3768, pruned_loss=0.1362, over 2476987.83 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06534, over 24460.98 utterances.], batch size: 39, lr: 2.01e-03
2022-08-20 06:35:14,249 INFO [train.py:927] (6/8) Epoch 1, batch 10050, giga_loss[loss=0.3006, simple_loss=0.3424, pruned_loss=0.1293, over 12442.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03906, over 37.00 utterances.], tot_loss[loss=0.3346, simple_loss=0.3809, pruned_loss=0.1442, over 2475264.23 frames. utt_duration=471.3 frames, utt_pad_proportion=0.06367, over 21064.79 utterances.], libri_tot_loss[loss=0.4128, simple_loss=0.4533, pruned_loss=0.3779, over 2450434.40 frames. utt_duration=1301 frames, utt_pad_proportion=0.04241, over 7545.54 utterances.], giga_tot_loss[loss=0.3259, simple_loss=0.3765, pruned_loss=0.1377, over 2476116.61 frames. utt_duration=429 frames, utt_pad_proportion=0.06472, over 23158.21 utterances.], batch size: 37, lr: 2.00e-03
2022-08-20 06:36:59,459 INFO [train.py:927] (6/8) Epoch 1, batch 10100, giga_loss[loss=0.2371, simple_loss=0.3016, pruned_loss=0.08629, over 12354.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03225, over 58.00 utterances.], tot_loss[loss=0.3231, simple_loss=0.3706, pruned_loss=0.1378, over 2474112.24 frames. utt_duration=513.3 frames, utt_pad_proportion=0.0604, over 19328.43 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.4514, pruned_loss=0.3719, over 2450592.58 frames. utt_duration=1304 frames, utt_pad_proportion=0.0416, over 7526.08 utterances.], giga_tot_loss[loss=0.3162, simple_loss=0.3671, pruned_loss=0.1327, over 2475184.12 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06198, over 21291.68 utterances.], batch size: 58, lr: 2.00e-03
2022-08-20 06:38:40,315 INFO [train.py:927] (6/8) Epoch 1, batch 10150, giga_loss[loss=0.274, simple_loss=0.319, pruned_loss=0.1145, over 12450.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03688, over 37.00 utterances.], tot_loss[loss=0.313, simple_loss=0.3609, pruned_loss=0.1325, over 2473905.88 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06197, over 19122.75 utterances.], libri_tot_loss[loss=0.4085, simple_loss=0.449, pruned_loss=0.3654, over 2450958.48 frames. utt_duration=1311 frames, utt_pad_proportion=0.04078, over 7484.79 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.358, pruned_loss=0.128, over 2475034.32 frames. utt_duration=472.1 frames, utt_pad_proportion=0.06351, over 21029.71 utterances.], batch size: 37, lr: 1.99e-03
2022-08-20 06:40:22,823 INFO [train.py:927] (6/8) Epoch 1, batch 10200, giga_loss[loss=0.2788, simple_loss=0.337, pruned_loss=0.1104, over 12372.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02813, over 66.00 utterances.], tot_loss[loss=0.3108, simple_loss=0.3621, pruned_loss=0.1298, over 2473734.79 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06049, over 18611.16 utterances.], libri_tot_loss[loss=0.411, simple_loss=0.4544, pruned_loss=0.3581, over 2451261.62 frames. utt_duration=1311 frames, utt_pad_proportion=0.0405, over 7485.37 utterances.], giga_tot_loss[loss=0.3, simple_loss=0.3515, pruned_loss=0.1243, over 2475203.09 frames. utt_duration=482.5 frames, utt_pad_proportion=0.06225, over 20577.15 utterances.], batch size: 66, lr: 1.99e-03
2022-08-20 06:42:02,654 INFO [train.py:927] (6/8) Epoch 1, batch 10250, giga_loss[loss=0.2424, simple_loss=0.3008, pruned_loss=0.09207, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03687, over 113.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3543, pruned_loss=0.1257, over 2473079.19 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06007, over 18595.65 utterances.], libri_tot_loss[loss=0.4088, simple_loss=0.4523, pruned_loss=0.3517, over 2451535.66 frames. utt_duration=1317 frames, utt_pad_proportion=0.0398, over 7455.26 utterances.], giga_tot_loss[loss=0.2933, simple_loss=0.3451, pruned_loss=0.1208, over 2474618.55 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06197, over 20514.78 utterances.], batch size: 113, lr: 1.99e-03
2022-08-20 06:43:45,403 INFO [train.py:927] (6/8) Epoch 1, batch 10300, giga_loss[loss=0.2491, simple_loss=0.2982, pruned_loss=0.09995, over 12462.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03298, over 40.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3443, pruned_loss=0.1195, over 2473294.86 frames. utt_duration=542.4 frames, utt_pad_proportion=0.05866, over 18286.65 utterances.], libri_tot_loss[loss=0.4078, simple_loss=0.4512, pruned_loss=0.3496, over 2451768.26 frames. utt_duration=1319 frames, utt_pad_proportion=0.03953, over 7444.75 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.337, pruned_loss=0.1155, over 2474473.22 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06044, over 19901.54 utterances.], batch size: 40, lr: 1.98e-03
2022-08-20 06:45:27,347 INFO [train.py:927] (6/8) Epoch 1, batch 10350, libri_loss[loss=0.3618, simple_loss=0.3998, pruned_loss=0.1619, over 12408.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008009, over 30.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3384, pruned_loss=0.1176, over 2473551.52 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06598, over 19599.35 utterances.], libri_tot_loss[loss=0.4069, simple_loss=0.4498, pruned_loss=0.3452, over 2452113.86 frames. utt_duration=1310 frames, utt_pad_proportion=0.04356, over 7498.05 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3315, pruned_loss=0.1132, over 2474653.43 frames. utt_duration=470.7 frames, utt_pad_proportion=0.06576, over 21093.82 utterances.], batch size: 30, lr: 1.98e-03
2022-08-20 06:47:10,026 INFO [train.py:927] (6/8) Epoch 1, batch 10400, giga_loss[loss=0.2164, simple_loss=0.2776, pruned_loss=0.07758, over 12381.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.2828, simple_loss=0.3339, pruned_loss=0.1159, over 2474324.54 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06386, over 19268.09 utterances.], libri_tot_loss[loss=0.409, simple_loss=0.4512, pruned_loss=0.3434, over 2452568.32 frames. utt_duration=1309 frames, utt_pad_proportion=0.04305, over 7505.09 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3249, pruned_loss=0.1098, over 2475181.41 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06412, over 20668.62 utterances.], batch size: 70, lr: 1.97e-03
2022-08-20 06:48:53,468 INFO [train.py:927] (6/8) Epoch 1, batch 10450, giga_loss[loss=0.3238, simple_loss=0.3802, pruned_loss=0.1337, over 12334.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03093, over 91.00 utterances.], tot_loss[loss=0.2893, simple_loss=0.3393, pruned_loss=0.1196, over 2474042.43 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06145, over 18496.82 utterances.], libri_tot_loss[loss=0.4094, simple_loss=0.4507, pruned_loss=0.34, over 2452910.58 frames. utt_duration=1312 frames, utt_pad_proportion=0.04228, over 7486.69 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3299, pruned_loss=0.1127, over 2474890.74 frames. utt_duration=499 frames, utt_pad_proportion=0.06225, over 19896.40 utterances.], batch size: 91, lr: 1.97e-03
2022-08-20 06:50:38,668 INFO [train.py:927] (6/8) Epoch 1, batch 10500, giga_loss[loss=0.3941, simple_loss=0.4326, pruned_loss=0.1778, over 12408.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04382, over 146.00 utterances.], tot_loss[loss=0.3088, simple_loss=0.3572, pruned_loss=0.1303, over 2472826.80 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06267, over 18416.93 utterances.], libri_tot_loss[loss=0.41, simple_loss=0.4524, pruned_loss=0.3382, over 2452803.56 frames. utt_duration=1316 frames, utt_pad_proportion=0.04227, over 7465.88 utterances.], giga_tot_loss[loss=0.2981, simple_loss=0.3473, pruned_loss=0.1245, over 2473778.31 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06328, over 19631.97 utterances.], batch size: 146, lr: 1.97e-03
2022-08-20 06:52:22,287 INFO [train.py:927] (6/8) Epoch 1, batch 10550, giga_loss[loss=0.3076, simple_loss=0.3686, pruned_loss=0.1233, over 12309.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02911, over 74.00 utterances.], tot_loss[loss=0.3162, simple_loss=0.3648, pruned_loss=0.1338, over 2473253.11 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06161, over 17972.04 utterances.], libri_tot_loss[loss=0.4095, simple_loss=0.4516, pruned_loss=0.335, over 2453357.41 frames. utt_duration=1319 frames, utt_pad_proportion=0.04167, over 7450.58 utterances.], giga_tot_loss[loss=0.3064, simple_loss=0.3561, pruned_loss=0.1284, over 2473886.84 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06253, over 19148.14 utterances.], batch size: 74, lr: 1.96e-03
2022-08-20 06:54:04,114 INFO [train.py:927] (6/8) Epoch 1, batch 10600, libri_loss[loss=0.3354, simple_loss=0.3841, pruned_loss=0.1434, over 12210.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.04522, over 27.00 utterances.], tot_loss[loss=0.3327, simple_loss=0.377, pruned_loss=0.1442, over 2473543.20 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06452, over 18082.76 utterances.], libri_tot_loss[loss=0.4177, simple_loss=0.4561, pruned_loss=0.3358, over 2453681.36 frames. utt_duration=1324 frames, utt_pad_proportion=0.04084, over 7421.15 utterances.], giga_tot_loss[loss=0.3154, simple_loss=0.3638, pruned_loss=0.1335, over 2474395.07 frames. utt_duration=512 frames, utt_pad_proportion=0.0656, over 19386.79 utterances.], batch size: 27, lr: 1.96e-03
2022-08-20 06:55:48,107 INFO [train.py:927] (6/8) Epoch 1, batch 10650, giga_loss[loss=0.3521, simple_loss=0.3921, pruned_loss=0.1561, over 12378.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.0651, over 183.00 utterances.], tot_loss[loss=0.3339, simple_loss=0.3784, pruned_loss=0.1447, over 2473820.10 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06765, over 18315.12 utterances.], libri_tot_loss[loss=0.4161, simple_loss=0.4547, pruned_loss=0.3327, over 2453802.26 frames. utt_duration=1326 frames, utt_pad_proportion=0.04039, over 7407.87 utterances.], giga_tot_loss[loss=0.3205, simple_loss=0.3681, pruned_loss=0.1365, over 2474669.26 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06859, over 19505.90 utterances.], batch size: 183, lr: 1.96e-03
2022-08-20 06:57:32,722 INFO [train.py:927] (6/8) Epoch 1, batch 10700, giga_loss[loss=0.3165, simple_loss=0.3788, pruned_loss=0.1271, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03702, over 37.00 utterances.], tot_loss[loss=0.3353, simple_loss=0.3809, pruned_loss=0.1448, over 2473749.02 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06565, over 18213.98 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4533, pruned_loss=0.3296, over 2454010.93 frames. utt_duration=1329 frames, utt_pad_proportion=0.04007, over 7391.82 utterances.], giga_tot_loss[loss=0.3251, simple_loss=0.3731, pruned_loss=0.1386, over 2474494.48 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06674, over 19315.92 utterances.], batch size: 37, lr: 1.95e-03
2022-08-20 06:59:16,127 INFO [train.py:927] (6/8) Epoch 1, batch 10750, giga_loss[loss=0.3204, simple_loss=0.3764, pruned_loss=0.1322, over 12289.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02604, over 54.00 utterances.], tot_loss[loss=0.3351, simple_loss=0.3822, pruned_loss=0.144, over 2473426.43 frames. utt_duration=573 frames, utt_pad_proportion=0.06206, over 17312.28 utterances.], libri_tot_loss[loss=0.4137, simple_loss=0.4525, pruned_loss=0.327, over 2454175.26 frames. utt_duration=1331 frames, utt_pad_proportion=0.0396, over 7385.00 utterances.], giga_tot_loss[loss=0.3268, simple_loss=0.3758, pruned_loss=0.1388, over 2474116.81 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06344, over 18321.04 utterances.], batch size: 54, lr: 1.95e-03
2022-08-20 07:00:57,538 INFO [train.py:927] (6/8) Epoch 1, batch 10800, giga_loss[loss=0.3231, simple_loss=0.3879, pruned_loss=0.1292, over 12432.00 frames. utt_duration=475 frames, utt_pad_proportion=0.0384, over 105.00 utterances.], tot_loss[loss=0.3357, simple_loss=0.385, pruned_loss=0.1432, over 2473181.90 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06142, over 17126.14 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.453, pruned_loss=0.3208, over 2454532.02 frames. utt_duration=1334 frames, utt_pad_proportion=0.03848, over 7366.73 utterances.], giga_tot_loss[loss=0.3265, simple_loss=0.3769, pruned_loss=0.1381, over 2474145.79 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06326, over 18317.29 utterances.], batch size: 105, lr: 1.94e-03
2022-08-20 07:02:41,018 INFO [train.py:927] (6/8) Epoch 1, batch 10850, giga_loss[loss=0.3407, simple_loss=0.3881, pruned_loss=0.1466, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02992, over 48.00 utterances.], tot_loss[loss=0.3333, simple_loss=0.3852, pruned_loss=0.1407, over 2472313.58 frames. utt_duration=623.3 frames, utt_pad_proportion=0.05753, over 15903.43 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4529, pruned_loss=0.3147, over 2454964.29 frames. utt_duration=1337 frames, utt_pad_proportion=0.03781, over 7352.18 utterances.], giga_tot_loss[loss=0.3239, simple_loss=0.3764, pruned_loss=0.1358, over 2473363.81 frames. utt_duration=576.3 frames, utt_pad_proportion=0.05995, over 17212.34 utterances.], batch size: 48, lr: 1.94e-03
2022-08-20 07:04:26,347 INFO [train.py:927] (6/8) Epoch 1, batch 10900, giga_loss[loss=0.3706, simple_loss=0.4004, pruned_loss=0.1704, over 12383.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04931, over 161.00 utterances.], tot_loss[loss=0.3366, simple_loss=0.3856, pruned_loss=0.1438, over 2471409.34 frames. utt_duration=614.8 frames, utt_pad_proportion=0.06296, over 16117.94 utterances.], libri_tot_loss[loss=0.411, simple_loss=0.4515, pruned_loss=0.3115, over 2455198.29 frames. utt_duration=1336 frames, utt_pad_proportion=0.03765, over 7358.10 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3787, pruned_loss=0.1396, over 2472321.23 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06479, over 17310.28 utterances.], batch size: 161, lr: 1.94e-03
2022-08-20 07:06:12,241 INFO [train.py:927] (6/8) Epoch 1, batch 10950, giga_loss[loss=0.3369, simple_loss=0.3796, pruned_loss=0.1471, over 12414.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03937, over 105.00 utterances.], tot_loss[loss=0.3391, simple_loss=0.3855, pruned_loss=0.1464, over 2472021.00 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06727, over 17136.88 utterances.], libri_tot_loss[loss=0.4091, simple_loss=0.4495, pruned_loss=0.3074, over 2455463.67 frames. utt_duration=1340 frames, utt_pad_proportion=0.03696, over 7337.33 utterances.], giga_tot_loss[loss=0.3331, simple_loss=0.3803, pruned_loss=0.143, over 2472881.13 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06885, over 18303.16 utterances.], batch size: 105, lr: 1.93e-03
2022-08-20 07:07:57,354 INFO [train.py:927] (6/8) Epoch 1, batch 11000, giga_loss[loss=0.3256, simple_loss=0.3758, pruned_loss=0.1377, over 12405.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.3383, simple_loss=0.3839, pruned_loss=0.1463, over 2471840.91 frames. utt_duration=578.7 frames, utt_pad_proportion=0.06669, over 17129.05 utterances.], libri_tot_loss[loss=0.4099, simple_loss=0.4495, pruned_loss=0.3052, over 2455649.62 frames. utt_duration=1339 frames, utt_pad_proportion=0.03651, over 7343.87 utterances.], giga_tot_loss[loss=0.3311, simple_loss=0.3782, pruned_loss=0.142, over 2472732.93 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06846, over 18277.31 utterances.], batch size: 133, lr: 1.93e-03
2022-08-20 07:09:43,647 INFO [train.py:927] (6/8) Epoch 1, batch 11050, giga_loss[loss=0.3293, simple_loss=0.3743, pruned_loss=0.1421, over 12404.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07215, over 212.00 utterances.], tot_loss[loss=0.3358, simple_loss=0.3818, pruned_loss=0.1449, over 2471695.53 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06773, over 17518.30 utterances.], libri_tot_loss[loss=0.4103, simple_loss=0.4494, pruned_loss=0.3038, over 2455430.82 frames. utt_duration=1340 frames, utt_pad_proportion=0.03609, over 7335.77 utterances.], giga_tot_loss[loss=0.3288, simple_loss=0.3765, pruned_loss=0.1406, over 2472810.65 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06934, over 18564.31 utterances.], batch size: 212, lr: 1.93e-03
2022-08-20 07:11:26,642 INFO [train.py:927] (6/8) Epoch 1, batch 11100, libri_loss[loss=0.4805, simple_loss=0.5357, pruned_loss=0.2126, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008388, over 39.00 utterances.], tot_loss[loss=0.3276, simple_loss=0.3756, pruned_loss=0.1398, over 2472718.24 frames. utt_duration=558.5 frames, utt_pad_proportion=0.0677, over 17756.50 utterances.], libri_tot_loss[loss=0.4098, simple_loss=0.449, pruned_loss=0.3, over 2456045.93 frames. utt_duration=1342 frames, utt_pad_proportion=0.03526, over 7329.90 utterances.], giga_tot_loss[loss=0.3201, simple_loss=0.3696, pruned_loss=0.1353, over 2473486.01 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06958, over 18885.50 utterances.], batch size: 39, lr: 1.92e-03
2022-08-20 07:13:12,190 INFO [train.py:927] (6/8) Epoch 1, batch 11150, libri_loss[loss=0.3584, simple_loss=0.4157, pruned_loss=0.1505, over 12310.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005387, over 35.00 utterances.], tot_loss[loss=0.3197, simple_loss=0.369, pruned_loss=0.1352, over 2473040.59 frames. utt_duration=526.1 frames, utt_pad_proportion=0.0748, over 18856.14 utterances.], libri_tot_loss[loss=0.4091, simple_loss=0.4486, pruned_loss=0.2966, over 2456557.89 frames. utt_duration=1330 frames, utt_pad_proportion=0.03932, over 7396.40 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.3627, pruned_loss=0.131, over 2473555.63 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07482, over 19952.30 utterances.], batch size: 35, lr: 1.92e-03
2022-08-20 07:14:55,806 INFO [train.py:927] (6/8) Epoch 1, batch 11200, giga_loss[loss=0.3452, simple_loss=0.3979, pruned_loss=0.1462, over 12455.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03678, over 123.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3673, pruned_loss=0.1335, over 2472791.46 frames. utt_duration=537.1 frames, utt_pad_proportion=0.07249, over 18465.91 utterances.], libri_tot_loss[loss=0.4081, simple_loss=0.4476, pruned_loss=0.2934, over 2456990.36 frames. utt_duration=1329 frames, utt_pad_proportion=0.03892, over 7403.29 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3615, pruned_loss=0.1294, over 2473174.53 frames. utt_duration=506.4 frames, utt_pad_proportion=0.07311, over 19591.37 utterances.], batch size: 123, lr: 1.92e-03
2022-08-20 07:16:38,068 INFO [train.py:927] (6/8) Epoch 1, batch 11250, giga_loss[loss=0.2458, simple_loss=0.3058, pruned_loss=0.09292, over 12351.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.0407, over 31.00 utterances.], tot_loss[loss=0.3103, simple_loss=0.3613, pruned_loss=0.1296, over 2472905.71 frames. utt_duration=541.8 frames, utt_pad_proportion=0.0703, over 18306.78 utterances.], libri_tot_loss[loss=0.4075, simple_loss=0.447, pruned_loss=0.2926, over 2456915.40 frames. utt_duration=1330 frames, utt_pad_proportion=0.03881, over 7395.28 utterances.], giga_tot_loss[loss=0.3049, simple_loss=0.3569, pruned_loss=0.1265, over 2473358.66 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07098, over 19249.54 utterances.], batch size: 31, lr: 1.91e-03
2022-08-20 07:18:23,602 INFO [train.py:927] (6/8) Epoch 1, batch 11300, giga_loss[loss=0.2638, simple_loss=0.3238, pruned_loss=0.1019, over 12183.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03323, over 39.00 utterances.], tot_loss[loss=0.3103, simple_loss=0.3596, pruned_loss=0.1305, over 2473320.00 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06933, over 17766.33 utterances.], libri_tot_loss[loss=0.4103, simple_loss=0.4485, pruned_loss=0.2924, over 2457202.99 frames. utt_duration=1317 frames, utt_pad_proportion=0.0431, over 7472.23 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3531, pruned_loss=0.125, over 2473721.34 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06868, over 18640.21 utterances.], batch size: 39, lr: 1.91e-03
2022-08-20 07:20:06,053 INFO [train.py:927] (6/8) Epoch 1, batch 11350, giga_loss[loss=0.3112, simple_loss=0.358, pruned_loss=0.1322, over 12348.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03288, over 58.00 utterances.], tot_loss[loss=0.3049, simple_loss=0.3547, pruned_loss=0.1276, over 2473067.64 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06659, over 17199.47 utterances.], libri_tot_loss[loss=0.4114, simple_loss=0.4488, pruned_loss=0.2917, over 2457620.41 frames. utt_duration=1315 frames, utt_pad_proportion=0.04295, over 7482.19 utterances.], giga_tot_loss[loss=0.2956, simple_loss=0.3479, pruned_loss=0.1216, over 2473220.38 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06635, over 18015.10 utterances.], batch size: 58, lr: 1.90e-03
2022-08-20 07:21:47,729 INFO [train.py:927] (6/8) Epoch 1, batch 11400, libri_loss[loss=0.3275, simple_loss=0.3417, pruned_loss=0.1567, over 12280.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.0108, over 28.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3513, pruned_loss=0.1273, over 2472770.68 frames. utt_duration=580.5 frames, utt_pad_proportion=0.06235, over 17084.25 utterances.], libri_tot_loss[loss=0.4133, simple_loss=0.4487, pruned_loss=0.2917, over 2457994.90 frames. utt_duration=1319 frames, utt_pad_proportion=0.04234, over 7460.68 utterances.], giga_tot_loss[loss=0.2916, simple_loss=0.3442, pruned_loss=0.1195, over 2472835.59 frames. utt_duration=553 frames, utt_pad_proportion=0.0627, over 17936.88 utterances.], batch size: 28, lr: 1.90e-03
2022-08-20 07:23:30,153 INFO [train.py:927] (6/8) Epoch 1, batch 11450, giga_loss[loss=0.2422, simple_loss=0.2985, pruned_loss=0.09294, over 12304.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02826, over 45.00 utterances.], tot_loss[loss=0.2995, simple_loss=0.3483, pruned_loss=0.1254, over 2472580.29 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06394, over 16987.32 utterances.], libri_tot_loss[loss=0.4126, simple_loss=0.4476, pruned_loss=0.2884, over 2458143.97 frames. utt_duration=1304 frames, utt_pad_proportion=0.04728, over 7551.22 utterances.], giga_tot_loss[loss=0.2882, simple_loss=0.3411, pruned_loss=0.1177, over 2472862.96 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06267, over 17846.01 utterances.], batch size: 45, lr: 1.90e-03
2022-08-20 07:25:17,037 INFO [train.py:927] (6/8) Epoch 1, batch 11500, giga_loss[loss=0.4143, simple_loss=0.4176, pruned_loss=0.2056, over 12335.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1958, over 365.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.348, pruned_loss=0.1248, over 2472651.35 frames. utt_duration=594.2 frames, utt_pad_proportion=0.06222, over 16688.12 utterances.], libri_tot_loss[loss=0.4124, simple_loss=0.4474, pruned_loss=0.2878, over 2458266.25 frames. utt_duration=1303 frames, utt_pad_proportion=0.04711, over 7553.46 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3421, pruned_loss=0.1187, over 2472830.27 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06136, over 17397.05 utterances.], batch size: 365, lr: 1.89e-03
2022-08-20 07:27:02,888 INFO [train.py:927] (6/8) Epoch 1, batch 11550, giga_loss[loss=0.4528, simple_loss=0.4514, pruned_loss=0.2272, over 12405.00 frames. utt_duration=196 frames, utt_pad_proportion=0.09277, over 255.00 utterances.], tot_loss[loss=0.3105, simple_loss=0.3587, pruned_loss=0.1312, over 2473059.14 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06216, over 17337.57 utterances.], libri_tot_loss[loss=0.4132, simple_loss=0.4493, pruned_loss=0.2866, over 2458601.78 frames. utt_duration=1304 frames, utt_pad_proportion=0.04675, over 7552.94 utterances.], giga_tot_loss[loss=0.3016, simple_loss=0.3514, pruned_loss=0.1259, over 2473030.69 frames. utt_duration=551.7 frames, utt_pad_proportion=0.06168, over 17977.64 utterances.], batch size: 255, lr: 1.89e-03
2022-08-20 07:28:46,728 INFO [train.py:927] (6/8) Epoch 1, batch 11600, giga_loss[loss=0.3025, simple_loss=0.3555, pruned_loss=0.1248, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04437, over 34.00 utterances.], tot_loss[loss=0.3217, simple_loss=0.3684, pruned_loss=0.1374, over 2472600.69 frames. utt_duration=578.4 frames, utt_pad_proportion=0.0623, over 17143.43 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4505, pruned_loss=0.284, over 2458722.48 frames. utt_duration=1302 frames, utt_pad_proportion=0.04647, over 7562.22 utterances.], giga_tot_loss[loss=0.3103, simple_loss=0.3589, pruned_loss=0.1308, over 2472965.82 frames. utt_duration=552 frames, utt_pad_proportion=0.06224, over 17969.03 utterances.], batch size: 34, lr: 1.89e-03
2022-08-20 07:30:31,024 INFO [train.py:927] (6/8) Epoch 1, batch 11650, giga_loss[loss=0.3792, simple_loss=0.4178, pruned_loss=0.1703, over 12367.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.3282, simple_loss=0.3748, pruned_loss=0.1408, over 2473023.37 frames. utt_duration=566.5 frames, utt_pad_proportion=0.06342, over 17507.76 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.449, pruned_loss=0.281, over 2458814.26 frames. utt_duration=1306 frames, utt_pad_proportion=0.04563, over 7538.49 utterances.], giga_tot_loss[loss=0.3183, simple_loss=0.3667, pruned_loss=0.135, over 2473549.54 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06374, over 18405.36 utterances.], batch size: 97, lr: 1.88e-03
2022-08-20 07:32:14,155 INFO [train.py:927] (6/8) Epoch 1, batch 11700, libri_loss[loss=0.3847, simple_loss=0.4165, pruned_loss=0.1765, over 12249.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005254, over 34.00 utterances.], tot_loss[loss=0.3247, simple_loss=0.3729, pruned_loss=0.1383, over 2473527.03 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05835, over 17258.07 utterances.], libri_tot_loss[loss=0.4122, simple_loss=0.448, pruned_loss=0.2792, over 2458580.33 frames. utt_duration=1310 frames, utt_pad_proportion=0.0453, over 7517.54 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.3664, pruned_loss=0.1334, over 2474353.22 frames. utt_duration=547.7 frames, utt_pad_proportion=0.05902, over 18119.83 utterances.], batch size: 34, lr: 1.88e-03
2022-08-20 07:33:58,270 INFO [train.py:927] (6/8) Epoch 1, batch 11750, giga_loss[loss=0.3295, simple_loss=0.3695, pruned_loss=0.1448, over 12183.00 frames. utt_duration=1355 frames, utt_pad_proportion=0.02919, over 36.00 utterances.], tot_loss[loss=0.323, simple_loss=0.3724, pruned_loss=0.1368, over 2473093.25 frames. utt_duration=567.7 frames, utt_pad_proportion=0.0574, over 17471.95 utterances.], libri_tot_loss[loss=0.4126, simple_loss=0.4483, pruned_loss=0.2786, over 2458772.97 frames. utt_duration=1305 frames, utt_pad_proportion=0.04574, over 7544.23 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3663, pruned_loss=0.1323, over 2473706.88 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05788, over 18213.29 utterances.], batch size: 36, lr: 1.88e-03
2022-08-20 07:35:41,287 INFO [train.py:927] (6/8) Epoch 1, batch 11800, giga_loss[loss=0.3288, simple_loss=0.3814, pruned_loss=0.1381, over 12355.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02832, over 66.00 utterances.], tot_loss[loss=0.3326, simple_loss=0.3805, pruned_loss=0.1423, over 2473332.16 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06073, over 17695.15 utterances.], libri_tot_loss[loss=0.4149, simple_loss=0.4506, pruned_loss=0.277, over 2459361.71 frames. utt_duration=1304 frames, utt_pad_proportion=0.04472, over 7550.82 utterances.], giga_tot_loss[loss=0.3224, simple_loss=0.3719, pruned_loss=0.1364, over 2473700.83 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06144, over 18538.54 utterances.], batch size: 66, lr: 1.87e-03
2022-08-20 07:37:26,362 INFO [train.py:927] (6/8) Epoch 1, batch 11850, giga_loss[loss=0.2732, simple_loss=0.3435, pruned_loss=0.1014, over 12375.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03543, over 122.00 utterances.], tot_loss[loss=0.3439, simple_loss=0.3873, pruned_loss=0.1503, over 2473530.79 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05998, over 17570.65 utterances.], libri_tot_loss[loss=0.423, simple_loss=0.4546, pruned_loss=0.2813, over 2459160.32 frames. utt_duration=1309 frames, utt_pad_proportion=0.04421, over 7525.05 utterances.], giga_tot_loss[loss=0.3277, simple_loss=0.3759, pruned_loss=0.1397, over 2474229.27 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06084, over 18433.48 utterances.], batch size: 122, lr: 1.87e-03
2022-08-20 07:39:11,591 INFO [train.py:927] (6/8) Epoch 1, batch 11900, giga_loss[loss=0.3021, simple_loss=0.3668, pruned_loss=0.1187, over 12371.00 frames. utt_duration=972 frames, utt_pad_proportion=0.02994, over 51.00 utterances.], tot_loss[loss=0.3405, simple_loss=0.3848, pruned_loss=0.1481, over 2473559.15 frames. utt_duration=574.8 frames, utt_pad_proportion=0.06037, over 17257.26 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.4537, pruned_loss=0.2797, over 2459404.12 frames. utt_duration=1309 frames, utt_pad_proportion=0.04388, over 7522.13 utterances.], giga_tot_loss[loss=0.3274, simple_loss=0.3757, pruned_loss=0.1395, over 2474099.79 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06126, over 18072.83 utterances.], batch size: 51, lr: 1.87e-03
2022-08-20 07:40:55,791 INFO [train.py:927] (6/8) Epoch 1, batch 11950, giga_loss[loss=0.3033, simple_loss=0.3691, pruned_loss=0.1187, over 12439.00 frames. utt_duration=509.1 frames, utt_pad_proportion=0.03575, over 98.00 utterances.], tot_loss[loss=0.3362, simple_loss=0.3828, pruned_loss=0.1448, over 2473047.58 frames. utt_duration=600.7 frames, utt_pad_proportion=0.05689, over 16507.79 utterances.], libri_tot_loss[loss=0.4207, simple_loss=0.4523, pruned_loss=0.2772, over 2459311.24 frames. utt_duration=1310 frames, utt_pad_proportion=0.04359, over 7517.84 utterances.], giga_tot_loss[loss=0.3256, simple_loss=0.3755, pruned_loss=0.1379, over 2473810.13 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05798, over 17324.19 utterances.], batch size: 98, lr: 1.86e-03
2022-08-20 07:42:41,988 INFO [train.py:927] (6/8) Epoch 1, batch 12000, giga_loss[loss=0.2974, simple_loss=0.3621, pruned_loss=0.1163, over 12350.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03247, over 97.00 utterances.], tot_loss[loss=0.3329, simple_loss=0.3815, pruned_loss=0.1421, over 2472762.19 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05849, over 16743.82 utterances.], libri_tot_loss[loss=0.42, simple_loss=0.4518, pruned_loss=0.2764, over 2459471.69 frames. utt_duration=1312 frames, utt_pad_proportion=0.04346, over 7509.25 utterances.], giga_tot_loss[loss=0.3248, simple_loss=0.376, pruned_loss=0.1368, over 2473276.83 frames. utt_duration=569.1 frames, utt_pad_proportion=0.05934, over 17429.89 utterances.], batch size: 97, lr: 1.86e-03
2022-08-20 07:42:41,989 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 07:42:59,983 INFO [train.py:967] (6/8) Epoch 1, validation: loss=0.3025, simple_loss=0.3897, pruned_loss=0.1076, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 07:44:39,029 INFO [train.py:927] (6/8) Epoch 1, batch 12050, giga_loss[loss=0.268, simple_loss=0.3349, pruned_loss=0.1006, over 12347.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04742, over 31.00 utterances.], tot_loss[loss=0.3277, simple_loss=0.3779, pruned_loss=0.1388, over 2472910.53 frames. utt_duration=596.1 frames, utt_pad_proportion=0.06044, over 16637.02 utterances.], libri_tot_loss[loss=0.4191, simple_loss=0.451, pruned_loss=0.2743, over 2459671.25 frames. utt_duration=1305 frames, utt_pad_proportion=0.04397, over 7546.05 utterances.], giga_tot_loss[loss=0.3206, simple_loss=0.3729, pruned_loss=0.1341, over 2473368.96 frames. utt_duration=573.1 frames, utt_pad_proportion=0.061, over 17309.72 utterances.], batch size: 31, lr: 1.86e-03
2022-08-20 07:46:19,647 INFO [train.py:927] (6/8) Epoch 1, batch 12100, giga_loss[loss=0.4702, simple_loss=0.4626, pruned_loss=0.2389, over 12379.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1115, over 260.00 utterances.], tot_loss[loss=0.3265, simple_loss=0.3771, pruned_loss=0.1379, over 2473591.86 frames. utt_duration=600.4 frames, utt_pad_proportion=0.06076, over 16520.87 utterances.], libri_tot_loss[loss=0.4184, simple_loss=0.4508, pruned_loss=0.2724, over 2459910.51 frames. utt_duration=1306 frames, utt_pad_proportion=0.04344, over 7541.85 utterances.], giga_tot_loss[loss=0.3202, simple_loss=0.3724, pruned_loss=0.134, over 2473930.26 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06149, over 17179.78 utterances.], batch size: 260, lr: 1.85e-03
2022-08-20 07:47:59,620 INFO [train.py:927] (6/8) Epoch 1, batch 12150, giga_loss[loss=0.3572, simple_loss=0.403, pruned_loss=0.1558, over 12372.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06044, over 182.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.3824, pruned_loss=0.1375, over 2472752.95 frames. utt_duration=617.4 frames, utt_pad_proportion=0.05981, over 16058.84 utterances.], libri_tot_loss[loss=0.4208, simple_loss=0.4559, pruned_loss=0.2712, over 2459938.48 frames. utt_duration=1308 frames, utt_pad_proportion=0.04295, over 7531.75 utterances.], giga_tot_loss[loss=0.3203, simple_loss=0.373, pruned_loss=0.1338, over 2473185.99 frames. utt_duration=593.8 frames, utt_pad_proportion=0.06072, over 16703.26 utterances.], batch size: 182, lr: 1.85e-03
2022-08-20 07:49:42,074 INFO [train.py:927] (6/8) Epoch 1, batch 12200, giga_loss[loss=0.3287, simple_loss=0.3762, pruned_loss=0.1406, over 12432.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.03218, over 80.00 utterances.], tot_loss[loss=0.3253, simple_loss=0.3803, pruned_loss=0.1351, over 2473012.92 frames. utt_duration=632.8 frames, utt_pad_proportion=0.05625, over 15668.67 utterances.], libri_tot_loss[loss=0.4208, simple_loss=0.4565, pruned_loss=0.2696, over 2460171.31 frames. utt_duration=1310 frames, utt_pad_proportion=0.04246, over 7517.84 utterances.], giga_tot_loss[loss=0.3174, simple_loss=0.3713, pruned_loss=0.1317, over 2473308.29 frames. utt_duration=608.6 frames, utt_pad_proportion=0.05738, over 16296.47 utterances.], batch size: 80, lr: 1.85e-03
2022-08-20 07:51:21,923 INFO [train.py:927] (6/8) Epoch 1, batch 12250, giga_loss[loss=0.312, simple_loss=0.3763, pruned_loss=0.1238, over 12121.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04337, over 33.00 utterances.], tot_loss[loss=0.3238, simple_loss=0.3784, pruned_loss=0.1346, over 2472534.39 frames. utt_duration=636.2 frames, utt_pad_proportion=0.05543, over 15581.44 utterances.], libri_tot_loss[loss=0.4198, simple_loss=0.4555, pruned_loss=0.2668, over 2460435.34 frames. utt_duration=1313 frames, utt_pad_proportion=0.04151, over 7503.39 utterances.], giga_tot_loss[loss=0.3158, simple_loss=0.37, pruned_loss=0.1308, over 2472863.04 frames. utt_duration=607.7 frames, utt_pad_proportion=0.05695, over 16315.84 utterances.], batch size: 33, lr: 1.84e-03
2022-08-20 07:53:09,319 INFO [train.py:927] (6/8) Epoch 1, batch 12300, giga_loss[loss=0.3535, simple_loss=0.3935, pruned_loss=0.1567, over 12381.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03097, over 62.00 utterances.], tot_loss[loss=0.3241, simple_loss=0.3755, pruned_loss=0.1364, over 2472123.41 frames. utt_duration=649.7 frames, utt_pad_proportion=0.05313, over 15255.83 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4555, pruned_loss=0.269, over 2460553.07 frames. utt_duration=1313 frames, utt_pad_proportion=0.04143, over 7506.80 utterances.], giga_tot_loss[loss=0.3135, simple_loss=0.3678, pruned_loss=0.1295, over 2472462.01 frames. utt_duration=622 frames, utt_pad_proportion=0.05457, over 15937.35 utterances.], batch size: 62, lr: 1.84e-03
2022-08-20 07:54:49,104 INFO [train.py:927] (6/8) Epoch 1, batch 12350, giga_loss[loss=0.26, simple_loss=0.328, pruned_loss=0.096, over 12388.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02686, over 48.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.377, pruned_loss=0.1384, over 2471211.19 frames. utt_duration=663.2 frames, utt_pad_proportion=0.05727, over 14938.09 utterances.], libri_tot_loss[loss=0.4246, simple_loss=0.4569, pruned_loss=0.2669, over 2461014.33 frames. utt_duration=1307 frames, utt_pad_proportion=0.04204, over 7542.62 utterances.], giga_tot_loss[loss=0.3136, simple_loss=0.3668, pruned_loss=0.1301, over 2471453.65 frames. utt_duration=629.8 frames, utt_pad_proportion=0.05828, over 15733.30 utterances.], batch size: 48, lr: 1.84e-03
2022-08-20 07:56:29,929 INFO [train.py:927] (6/8) Epoch 1, batch 12400, giga_loss[loss=0.2897, simple_loss=0.3395, pruned_loss=0.12, over 12406.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02831, over 58.00 utterances.], tot_loss[loss=0.3225, simple_loss=0.3726, pruned_loss=0.1362, over 2471418.79 frames. utt_duration=631.7 frames, utt_pad_proportion=0.06416, over 15686.97 utterances.], libri_tot_loss[loss=0.4241, simple_loss=0.4565, pruned_loss=0.2659, over 2461019.79 frames. utt_duration=1295 frames, utt_pad_proportion=0.0459, over 7613.22 utterances.], giga_tot_loss[loss=0.3117, simple_loss=0.3643, pruned_loss=0.1295, over 2471682.11 frames. utt_duration=607.5 frames, utt_pad_proportion=0.06329, over 16314.64 utterances.], batch size: 58, lr: 1.83e-03
2022-08-20 07:58:11,396 INFO [train.py:927] (6/8) Epoch 1, batch 12450, giga_loss[loss=0.4061, simple_loss=0.4205, pruned_loss=0.1958, over 12353.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1952, over 365.00 utterances.], tot_loss[loss=0.3178, simple_loss=0.368, pruned_loss=0.1338, over 2472157.43 frames. utt_duration=612.6 frames, utt_pad_proportion=0.06649, over 16181.78 utterances.], libri_tot_loss[loss=0.4233, simple_loss=0.4558, pruned_loss=0.2644, over 2461307.61 frames. utt_duration=1296 frames, utt_pad_proportion=0.04536, over 7606.06 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3608, pruned_loss=0.1281, over 2472251.31 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06604, over 16797.07 utterances.], batch size: 365, lr: 1.83e-03
2022-08-20 07:59:55,224 INFO [train.py:927] (6/8) Epoch 1, batch 12500, giga_loss[loss=0.3784, simple_loss=0.4136, pruned_loss=0.1716, over 12419.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06682, over 184.00 utterances.], tot_loss[loss=0.3194, simple_loss=0.3694, pruned_loss=0.1347, over 2472645.62 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06475, over 17169.23 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.455, pruned_loss=0.2627, over 2460913.90 frames. utt_duration=1299 frames, utt_pad_proportion=0.04489, over 7586.09 utterances.], giga_tot_loss[loss=0.3116, simple_loss=0.3632, pruned_loss=0.13, over 2473216.85 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06473, over 17791.98 utterances.], batch size: 184, lr: 1.83e-03
2022-08-20 08:01:35,565 INFO [train.py:927] (6/8) Epoch 1, batch 12550, giga_loss[loss=0.3041, simple_loss=0.3744, pruned_loss=0.1169, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03265, over 97.00 utterances.], tot_loss[loss=0.3217, simple_loss=0.3724, pruned_loss=0.1355, over 2473430.10 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06711, over 18322.01 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4566, pruned_loss=0.2624, over 2460773.33 frames. utt_duration=1300 frames, utt_pad_proportion=0.04475, over 7578.16 utterances.], giga_tot_loss[loss=0.3143, simple_loss=0.3658, pruned_loss=0.1314, over 2474067.25 frames. utt_duration=526 frames, utt_pad_proportion=0.06713, over 18866.95 utterances.], batch size: 97, lr: 1.83e-03
2022-08-20 08:03:13,565 INFO [train.py:927] (6/8) Epoch 1, batch 12600, giga_loss[loss=0.2993, simple_loss=0.3491, pruned_loss=0.1248, over 12358.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02862, over 48.00 utterances.], tot_loss[loss=0.3201, simple_loss=0.3721, pruned_loss=0.1341, over 2473331.62 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06128, over 17790.30 utterances.], libri_tot_loss[loss=0.4254, simple_loss=0.4589, pruned_loss=0.2626, over 2461104.72 frames. utt_duration=1300 frames, utt_pad_proportion=0.04429, over 7580.43 utterances.], giga_tot_loss[loss=0.3109, simple_loss=0.3638, pruned_loss=0.129, over 2473708.82 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06173, over 18352.17 utterances.], batch size: 48, lr: 1.82e-03
2022-08-20 08:04:52,036 INFO [train.py:927] (6/8) Epoch 1, batch 12650, libri_loss[loss=0.3094, simple_loss=0.351, pruned_loss=0.1339, over 12212.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.00743, over 31.00 utterances.], tot_loss[loss=0.3265, simple_loss=0.3767, pruned_loss=0.1382, over 2473465.55 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05764, over 17226.81 utterances.], libri_tot_loss[loss=0.4311, simple_loss=0.4629, pruned_loss=0.2643, over 2461022.07 frames. utt_duration=1306 frames, utt_pad_proportion=0.04348, over 7545.40 utterances.], giga_tot_loss[loss=0.3118, simple_loss=0.3645, pruned_loss=0.1295, over 2474208.06 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05858, over 17985.70 utterances.], batch size: 31, lr: 1.82e-03
2022-08-20 08:06:31,200 INFO [train.py:927] (6/8) Epoch 1, batch 12700, giga_loss[loss=0.3311, simple_loss=0.3794, pruned_loss=0.1414, over 12442.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04102, over 146.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3777, pruned_loss=0.1396, over 2473830.69 frames. utt_duration=540.9 frames, utt_pad_proportion=0.05906, over 18344.85 utterances.], libri_tot_loss[loss=0.4285, simple_loss=0.4606, pruned_loss=0.2607, over 2461398.90 frames. utt_duration=1309 frames, utt_pad_proportion=0.04238, over 7532.69 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3673, pruned_loss=0.1319, over 2474487.59 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06028, over 19296.82 utterances.], batch size: 146, lr: 1.82e-03
2022-08-20 08:08:11,235 INFO [train.py:927] (6/8) Epoch 1, batch 12750, giga_loss[loss=0.323, simple_loss=0.3748, pruned_loss=0.1356, over 12379.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05951, over 182.00 utterances.], tot_loss[loss=0.3278, simple_loss=0.3776, pruned_loss=0.139, over 2473868.87 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05589, over 18032.75 utterances.], libri_tot_loss[loss=0.4255, simple_loss=0.4577, pruned_loss=0.2566, over 2461820.16 frames. utt_duration=1313 frames, utt_pad_proportion=0.04117, over 7509.61 utterances.], giga_tot_loss[loss=0.3165, simple_loss=0.3688, pruned_loss=0.1321, over 2474461.93 frames. utt_duration=517.3 frames, utt_pad_proportion=0.05766, over 19190.98 utterances.], batch size: 182, lr: 1.81e-03
2022-08-20 08:09:49,601 INFO [train.py:927] (6/8) Epoch 1, batch 12800, giga_loss[loss=0.3052, simple_loss=0.3609, pruned_loss=0.1247, over 12356.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03015, over 85.00 utterances.], tot_loss[loss=0.3252, simple_loss=0.3759, pruned_loss=0.1372, over 2473219.76 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05804, over 17665.25 utterances.], libri_tot_loss[loss=0.4222, simple_loss=0.4551, pruned_loss=0.2523, over 2461820.55 frames. utt_duration=1314 frames, utt_pad_proportion=0.04085, over 7499.94 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3683, pruned_loss=0.1313, over 2474103.90 frames. utt_duration=523 frames, utt_pad_proportion=0.05972, over 18977.83 utterances.], batch size: 85, lr: 1.81e-03
2022-08-20 08:11:28,465 INFO [train.py:927] (6/8) Epoch 1, batch 12850, libri_loss[loss=0.4555, simple_loss=0.4636, pruned_loss=0.2237, over 12375.00 frames. utt_duration=432 frames, utt_pad_proportion=0.3251, over 115.00 utterances.], tot_loss[loss=0.3227, simple_loss=0.3739, pruned_loss=0.1357, over 2472857.14 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05602, over 16712.96 utterances.], libri_tot_loss[loss=0.4202, simple_loss=0.453, pruned_loss=0.2493, over 2461846.81 frames. utt_duration=1306 frames, utt_pad_proportion=0.04435, over 7546.16 utterances.], giga_tot_loss[loss=0.3135, simple_loss=0.367, pruned_loss=0.13, over 2473893.58 frames. utt_duration=550.6 frames, utt_pad_proportion=0.0563, over 18021.67 utterances.], batch size: 115, lr: 1.81e-03
2022-08-20 08:13:12,881 INFO [train.py:927] (6/8) Epoch 1, batch 12900, giga_loss[loss=0.2398, simple_loss=0.3037, pruned_loss=0.08797, over 12452.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.03864, over 31.00 utterances.], tot_loss[loss=0.319, simple_loss=0.3705, pruned_loss=0.1337, over 2472919.06 frames. utt_duration=598.8 frames, utt_pad_proportion=0.05418, over 16560.91 utterances.], libri_tot_loss[loss=0.4199, simple_loss=0.4525, pruned_loss=0.2481, over 2462053.22 frames. utt_duration=1301 frames, utt_pad_proportion=0.04488, over 7578.76 utterances.], giga_tot_loss[loss=0.3102, simple_loss=0.3641, pruned_loss=0.1281, over 2473773.68 frames. utt_duration=559.4 frames, utt_pad_proportion=0.0544, over 17738.06 utterances.], batch size: 31, lr: 1.80e-03
2022-08-20 08:14:52,034 INFO [train.py:927] (6/8) Epoch 1, batch 12950, giga_loss[loss=0.2682, simple_loss=0.3367, pruned_loss=0.09987, over 12433.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03624, over 105.00 utterances.], tot_loss[loss=0.3157, simple_loss=0.3679, pruned_loss=0.1318, over 2473078.65 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05624, over 17135.66 utterances.], libri_tot_loss[loss=0.4197, simple_loss=0.4521, pruned_loss=0.2473, over 2462428.25 frames. utt_duration=1302 frames, utt_pad_proportion=0.04433, over 7573.13 utterances.], giga_tot_loss[loss=0.3076, simple_loss=0.3621, pruned_loss=0.1266, over 2473571.09 frames. utt_duration=545.4 frames, utt_pad_proportion=0.05655, over 18190.80 utterances.], batch size: 105, lr: 1.80e-03
2022-08-20 08:16:29,935 INFO [train.py:927] (6/8) Epoch 1, batch 13000, giga_loss[loss=0.2837, simple_loss=0.3517, pruned_loss=0.1079, over 12342.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03417, over 62.00 utterances.], tot_loss[loss=0.3168, simple_loss=0.3697, pruned_loss=0.1319, over 2473368.49 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05372, over 16947.48 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4504, pruned_loss=0.2451, over 2462728.67 frames. utt_duration=1307 frames, utt_pad_proportion=0.04318, over 7544.50 utterances.], giga_tot_loss[loss=0.3081, simple_loss=0.364, pruned_loss=0.1261, over 2473842.94 frames. utt_duration=547.7 frames, utt_pad_proportion=0.05468, over 18117.64 utterances.], batch size: 62, lr: 1.80e-03
2022-08-20 08:18:09,709 INFO [train.py:927] (6/8) Epoch 1, batch 13050, giga_loss[loss=0.3843, simple_loss=0.3986, pruned_loss=0.185, over 12349.00 frames. utt_duration=139 frames, utt_pad_proportion=0.1824, over 359.00 utterances.], tot_loss[loss=0.3175, simple_loss=0.3696, pruned_loss=0.1327, over 2472600.76 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05387, over 16842.82 utterances.], libri_tot_loss[loss=0.4182, simple_loss=0.4503, pruned_loss=0.2436, over 2462841.70 frames. utt_duration=1306 frames, utt_pad_proportion=0.04337, over 7552.66 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3632, pruned_loss=0.1269, over 2473129.81 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05466, over 17975.48 utterances.], batch size: 359, lr: 1.79e-03
2022-08-20 08:19:48,678 INFO [train.py:927] (6/8) Epoch 1, batch 13100, giga_loss[loss=0.2756, simple_loss=0.3263, pruned_loss=0.1124, over 12404.00 frames. utt_duration=513.1 frames, utt_pad_proportion=0.02819, over 97.00 utterances.], tot_loss[loss=0.3198, simple_loss=0.3689, pruned_loss=0.1353, over 2472945.82 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05198, over 16578.57 utterances.], libri_tot_loss[loss=0.4186, simple_loss=0.4493, pruned_loss=0.2425, over 2463392.48 frames. utt_duration=1306 frames, utt_pad_proportion=0.0424, over 7552.74 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3618, pruned_loss=0.1276, over 2473229.93 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05326, over 17824.83 utterances.], batch size: 97, lr: 1.79e-03
2022-08-20 08:21:28,204 INFO [train.py:927] (6/8) Epoch 1, batch 13150, giga_loss[loss=0.2792, simple_loss=0.341, pruned_loss=0.1087, over 12341.00 frames. utt_duration=852.7 frames, utt_pad_proportion=0.02991, over 58.00 utterances.], tot_loss[loss=0.319, simple_loss=0.3673, pruned_loss=0.1353, over 2472949.32 frames. utt_duration=601 frames, utt_pad_proportion=0.05034, over 16499.70 utterances.], libri_tot_loss[loss=0.4181, simple_loss=0.4483, pruned_loss=0.241, over 2463432.10 frames. utt_duration=1310 frames, utt_pad_proportion=0.04166, over 7529.54 utterances.], giga_tot_loss[loss=0.3078, simple_loss=0.3602, pruned_loss=0.1277, over 2473398.31 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05183, over 17759.40 utterances.], batch size: 58, lr: 1.79e-03
2022-08-20 08:23:05,832 INFO [train.py:927] (6/8) Epoch 1, batch 13200, giga_loss[loss=0.2615, simple_loss=0.3223, pruned_loss=0.1003, over 12406.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02557, over 70.00 utterances.], tot_loss[loss=0.3131, simple_loss=0.3625, pruned_loss=0.1318, over 2473685.43 frames. utt_duration=577.6 frames, utt_pad_proportion=0.04943, over 17175.58 utterances.], libri_tot_loss[loss=0.4179, simple_loss=0.4482, pruned_loss=0.2407, over 2463453.94 frames. utt_duration=1311 frames, utt_pad_proportion=0.04151, over 7524.90 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3567, pruned_loss=0.1256, over 2474059.97 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05069, over 18203.58 utterances.], batch size: 70, lr: 1.79e-03
2022-08-20 08:24:41,530 INFO [train.py:927] (6/8) Epoch 1, batch 13250, giga_loss[loss=0.2754, simple_loss=0.3193, pruned_loss=0.1158, over 12316.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03438, over 51.00 utterances.], tot_loss[loss=0.3157, simple_loss=0.3643, pruned_loss=0.1336, over 2472778.55 frames. utt_duration=588.3 frames, utt_pad_proportion=0.04904, over 16855.09 utterances.], libri_tot_loss[loss=0.4199, simple_loss=0.4497, pruned_loss=0.24, over 2463377.08 frames. utt_duration=1315 frames, utt_pad_proportion=0.04096, over 7504.20 utterances.], giga_tot_loss[loss=0.3028, simple_loss=0.355, pruned_loss=0.1252, over 2473523.58 frames. utt_duration=549.5 frames, utt_pad_proportion=0.0504, over 18056.39 utterances.], batch size: 51, lr: 1.78e-03
2022-08-20 08:26:19,634 INFO [train.py:927] (6/8) Epoch 1, batch 13300, giga_loss[loss=0.2635, simple_loss=0.3342, pruned_loss=0.09637, over 12338.00 frames. utt_duration=852.3 frames, utt_pad_proportion=0.03364, over 58.00 utterances.], tot_loss[loss=0.3188, simple_loss=0.3673, pruned_loss=0.1352, over 2473076.70 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05076, over 16827.94 utterances.], libri_tot_loss[loss=0.4185, simple_loss=0.4484, pruned_loss=0.2375, over 2464008.24 frames. utt_duration=1305 frames, utt_pad_proportion=0.0447, over 7560.02 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3581, pruned_loss=0.1269, over 2473442.67 frames. utt_duration=549 frames, utt_pad_proportion=0.05042, over 18069.93 utterances.], batch size: 58, lr: 1.78e-03
2022-08-20 08:27:57,743 INFO [train.py:927] (6/8) Epoch 1, batch 13350, giga_loss[loss=0.2797, simple_loss=0.3371, pruned_loss=0.1111, over 12424.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03404, over 37.00 utterances.], tot_loss[loss=0.3192, simple_loss=0.368, pruned_loss=0.1352, over 2473582.41 frames. utt_duration=570.5 frames, utt_pad_proportion=0.0556, over 17388.65 utterances.], libri_tot_loss[loss=0.4169, simple_loss=0.4469, pruned_loss=0.2359, over 2463868.34 frames. utt_duration=1309 frames, utt_pad_proportion=0.04408, over 7535.04 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3606, pruned_loss=0.1283, over 2474171.98 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05535, over 18568.35 utterances.], batch size: 37, lr: 1.78e-03
2022-08-20 08:29:36,719 INFO [train.py:927] (6/8) Epoch 1, batch 13400, giga_loss[loss=0.3468, simple_loss=0.3788, pruned_loss=0.1574, over 12450.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03673, over 37.00 utterances.], tot_loss[loss=0.3213, simple_loss=0.3701, pruned_loss=0.1362, over 2473694.08 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05324, over 17171.29 utterances.], libri_tot_loss[loss=0.4148, simple_loss=0.4449, pruned_loss=0.2333, over 2464152.47 frames. utt_duration=1312 frames, utt_pad_proportion=0.04297, over 7521.59 utterances.], giga_tot_loss[loss=0.3116, simple_loss=0.3634, pruned_loss=0.1299, over 2474205.19 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05371, over 18441.33 utterances.], batch size: 37, lr: 1.77e-03
2022-08-20 08:31:21,715 INFO [train.py:927] (6/8) Epoch 1, batch 13450, giga_loss[loss=0.4103, simple_loss=0.432, pruned_loss=0.1943, over 12392.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05899, over 182.00 utterances.], tot_loss[loss=0.3328, simple_loss=0.3779, pruned_loss=0.1439, over 2473324.39 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05222, over 16967.05 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.4436, pruned_loss=0.2325, over 2464284.85 frames. utt_duration=1317 frames, utt_pad_proportion=0.04219, over 7494.82 utterances.], giga_tot_loss[loss=0.3234, simple_loss=0.3721, pruned_loss=0.1373, over 2473810.26 frames. utt_duration=544.8 frames, utt_pad_proportion=0.05302, over 18214.29 utterances.], batch size: 182, lr: 1.77e-03
2022-08-20 08:33:03,697 INFO [train.py:927] (6/8) Epoch 1, batch 13500, libri_loss[loss=0.7544, simple_loss=0.5017, pruned_loss=0.5036, over 12398.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007913, over 38.00 utterances.], tot_loss[loss=0.3459, simple_loss=0.3871, pruned_loss=0.1524, over 2474179.57 frames. utt_duration=556 frames, utt_pad_proportion=0.05676, over 17847.15 utterances.], libri_tot_loss[loss=0.4161, simple_loss=0.4439, pruned_loss=0.2339, over 2464361.42 frames. utt_duration=1317 frames, utt_pad_proportion=0.04201, over 7495.35 utterances.], giga_tot_loss[loss=0.3365, simple_loss=0.382, pruned_loss=0.1455, over 2474532.39 frames. utt_duration=525.9 frames, utt_pad_proportion=0.05724, over 18874.26 utterances.], batch size: 38, lr: 1.77e-03
2022-08-20 08:34:45,889 INFO [train.py:927] (6/8) Epoch 1, batch 13550, giga_loss[loss=0.3878, simple_loss=0.4094, pruned_loss=0.183, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03203, over 42.00 utterances.], tot_loss[loss=0.3631, simple_loss=0.3984, pruned_loss=0.1639, over 2473861.68 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06008, over 18980.41 utterances.], libri_tot_loss[loss=0.4169, simple_loss=0.4438, pruned_loss=0.2341, over 2464210.26 frames. utt_duration=1317 frames, utt_pad_proportion=0.04154, over 7493.90 utterances.], giga_tot_loss[loss=0.3543, simple_loss=0.3938, pruned_loss=0.1574, over 2474403.69 frames. utt_duration=498 frames, utt_pad_proportion=0.06051, over 19933.09 utterances.], batch size: 42, lr: 1.77e-03
2022-08-20 08:36:33,028 INFO [train.py:927] (6/8) Epoch 1, batch 13600, giga_loss[loss=0.3647, simple_loss=0.3991, pruned_loss=0.1651, over 12371.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03087, over 97.00 utterances.], tot_loss[loss=0.3711, simple_loss=0.4036, pruned_loss=0.1694, over 2474037.67 frames. utt_duration=498.2 frames, utt_pad_proportion=0.06837, over 19922.89 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4439, pruned_loss=0.2334, over 2464331.98 frames. utt_duration=1314 frames, utt_pad_proportion=0.04211, over 7512.24 utterances.], giga_tot_loss[loss=0.3636, simple_loss=0.3993, pruned_loss=0.1639, over 2474486.97 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06832, over 20805.79 utterances.], batch size: 97, lr: 1.76e-03
2022-08-20 08:38:19,961 INFO [train.py:927] (6/8) Epoch 1, batch 13650, giga_loss[loss=0.5021, simple_loss=0.4764, pruned_loss=0.2639, over 12330.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2117, over 372.00 utterances.], tot_loss[loss=0.3821, simple_loss=0.4115, pruned_loss=0.1763, over 2475207.12 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07332, over 21192.85 utterances.], libri_tot_loss[loss=0.4163, simple_loss=0.4442, pruned_loss=0.2312, over 2464997.55 frames. utt_duration=1316 frames, utt_pad_proportion=0.04169, over 7503.34 utterances.], giga_tot_loss[loss=0.375, simple_loss=0.4066, pruned_loss=0.1717, over 2475341.37 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07353, over 22408.44 utterances.], batch size: 372, lr: 1.76e-03
2022-08-20 08:40:09,969 INFO [train.py:927] (6/8) Epoch 1, batch 13700, giga_loss[loss=0.4483, simple_loss=0.4542, pruned_loss=0.2212, over 12450.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05035, over 162.00 utterances.], tot_loss[loss=0.3901, simple_loss=0.4169, pruned_loss=0.1817, over 2474688.49 frames. utt_duration=451.9 frames, utt_pad_proportion=0.0746, over 21975.27 utterances.], libri_tot_loss[loss=0.4166, simple_loss=0.4443, pruned_loss=0.2302, over 2464554.97 frames. utt_duration=1317 frames, utt_pad_proportion=0.0407, over 7491.13 utterances.], giga_tot_loss[loss=0.3832, simple_loss=0.4119, pruned_loss=0.1773, over 2475516.63 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07528, over 23409.36 utterances.], batch size: 162, lr: 1.76e-03
2022-08-20 08:41:55,189 INFO [train.py:927] (6/8) Epoch 1, batch 13750, giga_loss[loss=0.299, simple_loss=0.3756, pruned_loss=0.1112, over 12458.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.03616, over 26.00 utterances.], tot_loss[loss=0.3877, simple_loss=0.4149, pruned_loss=0.1803, over 2474799.16 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07031, over 21364.47 utterances.], libri_tot_loss[loss=0.4159, simple_loss=0.4434, pruned_loss=0.2292, over 2464593.17 frames. utt_duration=1318 frames, utt_pad_proportion=0.04012, over 7488.38 utterances.], giga_tot_loss[loss=0.3824, simple_loss=0.4112, pruned_loss=0.1768, over 2475594.18 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07145, over 22769.59 utterances.], batch size: 26, lr: 1.75e-03
2022-08-20 08:43:38,844 INFO [train.py:927] (6/8) Epoch 1, batch 13800, libri_loss[loss=0.3561, simple_loss=0.3881, pruned_loss=0.1621, over 12313.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 35.00 utterances.], tot_loss[loss=0.3869, simple_loss=0.4144, pruned_loss=0.1797, over 2474256.54 frames. utt_duration=458.5 frames, utt_pad_proportion=0.0713, over 21653.24 utterances.], libri_tot_loss[loss=0.414, simple_loss=0.4413, pruned_loss=0.2272, over 2464709.04 frames. utt_duration=1320 frames, utt_pad_proportion=0.04019, over 7477.97 utterances.], giga_tot_loss[loss=0.3834, simple_loss=0.4125, pruned_loss=0.1772, over 2475127.00 frames. utt_duration=427 frames, utt_pad_proportion=0.07246, over 23267.34 utterances.], batch size: 35, lr: 1.75e-03
2022-08-20 08:45:24,003 INFO [train.py:927] (6/8) Epoch 1, batch 13850, giga_loss[loss=0.3409, simple_loss=0.3883, pruned_loss=0.1468, over 12433.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0328, over 75.00 utterances.], tot_loss[loss=0.3816, simple_loss=0.4112, pruned_loss=0.1761, over 2474036.85 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07366, over 21472.37 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4401, pruned_loss=0.2259, over 2464749.71 frames. utt_duration=1319 frames, utt_pad_proportion=0.04049, over 7481.91 utterances.], giga_tot_loss[loss=0.3792, simple_loss=0.4102, pruned_loss=0.1741, over 2474890.46 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07464, over 23074.79 utterances.], batch size: 75, lr: 1.75e-03
2022-08-20 08:47:11,081 INFO [train.py:927] (6/8) Epoch 1, batch 13900, giga_loss[loss=0.3385, simple_loss=0.3999, pruned_loss=0.1386, over 12428.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03288, over 75.00 utterances.], tot_loss[loss=0.3789, simple_loss=0.4104, pruned_loss=0.1737, over 2474115.18 frames. utt_duration=451.5 frames, utt_pad_proportion=0.08089, over 21989.72 utterances.], libri_tot_loss[loss=0.4126, simple_loss=0.4397, pruned_loss=0.2245, over 2465242.55 frames. utt_duration=1318 frames, utt_pad_proportion=0.04003, over 7492.92 utterances.], giga_tot_loss[loss=0.3761, simple_loss=0.409, pruned_loss=0.1716, over 2474695.20 frames. utt_duration=416.9 frames, utt_pad_proportion=0.08186, over 23827.35 utterances.], batch size: 75, lr: 1.75e-03
2022-08-20 08:48:57,772 INFO [train.py:927] (6/8) Epoch 1, batch 13950, giga_loss[loss=0.3694, simple_loss=0.4021, pruned_loss=0.1684, over 12372.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02812, over 70.00 utterances.], tot_loss[loss=0.3737, simple_loss=0.407, pruned_loss=0.1701, over 2474950.48 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07567, over 21671.90 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.4379, pruned_loss=0.2224, over 2465888.20 frames. utt_duration=1316 frames, utt_pad_proportion=0.04025, over 7503.55 utterances.], giga_tot_loss[loss=0.3722, simple_loss=0.4067, pruned_loss=0.1689, over 2475079.73 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07713, over 23519.06 utterances.], batch size: 70, lr: 1.74e-03
2022-08-20 08:50:40,779 INFO [train.py:927] (6/8) Epoch 1, batch 14000, giga_loss[loss=0.3313, simple_loss=0.3847, pruned_loss=0.139, over 12340.00 frames. utt_duration=969.2 frames, utt_pad_proportion=0.03372, over 51.00 utterances.], tot_loss[loss=0.3729, simple_loss=0.4059, pruned_loss=0.17, over 2475455.09 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07834, over 22050.31 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.4374, pruned_loss=0.2219, over 2466045.45 frames. utt_duration=1315 frames, utt_pad_proportion=0.04039, over 7512.15 utterances.], giga_tot_loss[loss=0.3707, simple_loss=0.4053, pruned_loss=0.1681, over 2475668.77 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07965, over 23922.29 utterances.], batch size: 51, lr: 1.74e-03
2022-08-20 08:52:43,182 INFO [train.py:927] (6/8) Epoch 1, batch 14050, giga_loss[loss=0.3097, simple_loss=0.3759, pruned_loss=0.1218, over 12484.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03423, over 40.00 utterances.], tot_loss[loss=0.3671, simple_loss=0.4031, pruned_loss=0.1656, over 2475091.52 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07807, over 21822.25 utterances.], libri_tot_loss[loss=0.4118, simple_loss=0.4385, pruned_loss=0.2221, over 2466032.94 frames. utt_duration=1316 frames, utt_pad_proportion=0.04009, over 7506.05 utterances.], giga_tot_loss[loss=0.364, simple_loss=0.4013, pruned_loss=0.1633, over 2475354.38 frames. utt_duration=424 frames, utt_pad_proportion=0.07934, over 23432.67 utterances.], batch size: 40, lr: 1.74e-03
2022-08-20 08:54:28,726 INFO [train.py:927] (6/8) Epoch 1, batch 14100, giga_loss[loss=0.3543, simple_loss=0.4078, pruned_loss=0.1504, over 12440.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03042, over 80.00 utterances.], tot_loss[loss=0.3691, simple_loss=0.4062, pruned_loss=0.166, over 2475239.69 frames. utt_duration=459 frames, utt_pad_proportion=0.07807, over 21640.59 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4395, pruned_loss=0.223, over 2466025.14 frames. utt_duration=1311 frames, utt_pad_proportion=0.04057, over 7533.03 utterances.], giga_tot_loss[loss=0.3639, simple_loss=0.4031, pruned_loss=0.1623, over 2475660.10 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07931, over 23227.06 utterances.], batch size: 80, lr: 1.73e-03
2022-08-20 08:56:13,068 INFO [train.py:927] (6/8) Epoch 1, batch 14150, giga_loss[loss=0.3393, simple_loss=0.3888, pruned_loss=0.1449, over 12361.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.031, over 51.00 utterances.], tot_loss[loss=0.3667, simple_loss=0.4041, pruned_loss=0.1647, over 2475707.71 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07658, over 21289.96 utterances.], libri_tot_loss[loss=0.4121, simple_loss=0.4379, pruned_loss=0.2214, over 2466506.15 frames. utt_duration=1314 frames, utt_pad_proportion=0.04003, over 7517.47 utterances.], giga_tot_loss[loss=0.3633, simple_loss=0.4024, pruned_loss=0.1621, over 2475787.45 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07801, over 22799.13 utterances.], batch size: 51, lr: 1.73e-03
2022-08-20 08:57:57,167 INFO [train.py:927] (6/8) Epoch 1, batch 14200, giga_loss[loss=0.395, simple_loss=0.4155, pruned_loss=0.1873, over 12427.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06135, over 183.00 utterances.], tot_loss[loss=0.3639, simple_loss=0.401, pruned_loss=0.1634, over 2475175.39 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07729, over 20999.52 utterances.], libri_tot_loss[loss=0.4112, simple_loss=0.437, pruned_loss=0.2201, over 2466362.79 frames. utt_duration=1302 frames, utt_pad_proportion=0.04465, over 7585.45 utterances.], giga_tot_loss[loss=0.3607, simple_loss=0.3995, pruned_loss=0.1609, over 2475608.07 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07741, over 22523.00 utterances.], batch size: 183, lr: 1.73e-03
2022-08-20 08:59:41,451 INFO [train.py:927] (6/8) Epoch 1, batch 14250, giga_loss[loss=0.3097, simple_loss=0.3754, pruned_loss=0.122, over 12356.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02926, over 70.00 utterances.], tot_loss[loss=0.363, simple_loss=0.4001, pruned_loss=0.1629, over 2475339.63 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07402, over 20975.00 utterances.], libri_tot_loss[loss=0.4107, simple_loss=0.4361, pruned_loss=0.219, over 2466521.77 frames. utt_duration=1298 frames, utt_pad_proportion=0.04432, over 7610.32 utterances.], giga_tot_loss[loss=0.3593, simple_loss=0.3985, pruned_loss=0.1601, over 2475830.57 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07481, over 22611.97 utterances.], batch size: 70, lr: 1.73e-03
2022-08-20 09:01:26,917 INFO [train.py:927] (6/8) Epoch 1, batch 14300, giga_loss[loss=0.3308, simple_loss=0.3957, pruned_loss=0.133, over 12321.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02565, over 74.00 utterances.], tot_loss[loss=0.3585, simple_loss=0.3981, pruned_loss=0.1594, over 2475043.84 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06739, over 19959.75 utterances.], libri_tot_loss[loss=0.4105, simple_loss=0.4356, pruned_loss=0.2186, over 2466435.87 frames. utt_duration=1300 frames, utt_pad_proportion=0.04369, over 7599.15 utterances.], giga_tot_loss[loss=0.3549, simple_loss=0.3966, pruned_loss=0.1566, over 2475675.06 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06884, over 21497.16 utterances.], batch size: 74, lr: 1.72e-03
2022-08-20 09:03:13,621 INFO [train.py:927] (6/8) Epoch 1, batch 14350, giga_loss[loss=0.328, simple_loss=0.3821, pruned_loss=0.137, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03486, over 123.00 utterances.], tot_loss[loss=0.3552, simple_loss=0.3956, pruned_loss=0.1574, over 2474153.50 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06858, over 19842.98 utterances.], libri_tot_loss[loss=0.4105, simple_loss=0.436, pruned_loss=0.2181, over 2466526.89 frames. utt_duration=1302 frames, utt_pad_proportion=0.04349, over 7589.15 utterances.], giga_tot_loss[loss=0.3519, simple_loss=0.3938, pruned_loss=0.1551, over 2474647.45 frames. utt_duration=469.2 frames, utt_pad_proportion=0.06977, over 21162.13 utterances.], batch size: 123, lr: 1.72e-03
2022-08-20 09:05:00,110 INFO [train.py:927] (6/8) Epoch 1, batch 14400, giga_loss[loss=0.3217, simple_loss=0.3637, pruned_loss=0.1399, over 12359.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02915, over 91.00 utterances.], tot_loss[loss=0.3596, simple_loss=0.3991, pruned_loss=0.1601, over 2474155.39 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06639, over 19835.51 utterances.], libri_tot_loss[loss=0.4151, simple_loss=0.4404, pruned_loss=0.2201, over 2466564.07 frames. utt_duration=1303 frames, utt_pad_proportion=0.04285, over 7579.51 utterances.], giga_tot_loss[loss=0.3518, simple_loss=0.393, pruned_loss=0.1553, over 2474657.84 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06781, over 21113.72 utterances.], batch size: 91, lr: 1.72e-03
2022-08-20 09:06:47,801 INFO [train.py:927] (6/8) Epoch 1, batch 14450, giga_loss[loss=0.3866, simple_loss=0.419, pruned_loss=0.1771, over 12385.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04172, over 133.00 utterances.], tot_loss[loss=0.3611, simple_loss=0.3986, pruned_loss=0.1618, over 2474496.80 frames. utt_duration=473.6 frames, utt_pad_proportion=0.06793, over 20965.25 utterances.], libri_tot_loss[loss=0.4155, simple_loss=0.4401, pruned_loss=0.2202, over 2466408.36 frames. utt_duration=1292 frames, utt_pad_proportion=0.04732, over 7646.04 utterances.], giga_tot_loss[loss=0.354, simple_loss=0.3935, pruned_loss=0.1572, over 2475152.21 frames. utt_duration=449.5 frames, utt_pad_proportion=0.06786, over 22095.62 utterances.], batch size: 133, lr: 1.72e-03
2022-08-20 09:08:33,124 INFO [train.py:927] (6/8) Epoch 1, batch 14500, giga_loss[loss=0.4464, simple_loss=0.4553, pruned_loss=0.2187, over 12412.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06302, over 183.00 utterances.], tot_loss[loss=0.3607, simple_loss=0.398, pruned_loss=0.1617, over 2474497.61 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07068, over 21332.00 utterances.], libri_tot_loss[loss=0.4145, simple_loss=0.4391, pruned_loss=0.219, over 2466446.05 frames. utt_duration=1293 frames, utt_pad_proportion=0.04692, over 7641.10 utterances.], giga_tot_loss[loss=0.3543, simple_loss=0.3937, pruned_loss=0.1574, over 2475185.21 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07082, over 22604.28 utterances.], batch size: 183, lr: 1.71e-03
2022-08-20 09:10:17,494 INFO [train.py:927] (6/8) Epoch 1, batch 14550, libri_loss[loss=0.379, simple_loss=0.401, pruned_loss=0.1785, over 12186.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006456, over 33.00 utterances.], tot_loss[loss=0.3576, simple_loss=0.3961, pruned_loss=0.1595, over 2474305.68 frames. utt_duration=466.4 frames, utt_pad_proportion=0.0743, over 21285.85 utterances.], libri_tot_loss[loss=0.4139, simple_loss=0.4381, pruned_loss=0.2183, over 2466494.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.05136, over 7705.36 utterances.], giga_tot_loss[loss=0.3519, simple_loss=0.3926, pruned_loss=0.1556, over 2475001.06 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07319, over 22551.28 utterances.], batch size: 33, lr: 1.71e-03
2022-08-20 09:11:59,656 INFO [train.py:927] (6/8) Epoch 1, batch 14600, giga_loss[loss=0.3196, simple_loss=0.3759, pruned_loss=0.1317, over 12357.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.3541, simple_loss=0.3935, pruned_loss=0.1574, over 2473889.66 frames. utt_duration=499 frames, utt_pad_proportion=0.07394, over 19887.62 utterances.], libri_tot_loss[loss=0.4102, simple_loss=0.4349, pruned_loss=0.2147, over 2466618.05 frames. utt_duration=1281 frames, utt_pad_proportion=0.05079, over 7708.50 utterances.], giga_tot_loss[loss=0.3494, simple_loss=0.3911, pruned_loss=0.1538, over 2474816.41 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07366, over 21701.97 utterances.], batch size: 58, lr: 1.71e-03
2022-08-20 09:13:47,530 INFO [train.py:927] (6/8) Epoch 1, batch 14650, giga_loss[loss=0.4119, simple_loss=0.4325, pruned_loss=0.1956, over 12407.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05663, over 162.00 utterances.], tot_loss[loss=0.357, simple_loss=0.3944, pruned_loss=0.1598, over 2473218.85 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07492, over 20286.04 utterances.], libri_tot_loss[loss=0.408, simple_loss=0.433, pruned_loss=0.2128, over 2466171.90 frames. utt_duration=1288 frames, utt_pad_proportion=0.04969, over 7670.70 utterances.], giga_tot_loss[loss=0.3537, simple_loss=0.3931, pruned_loss=0.1571, over 2474583.90 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07517, over 22108.78 utterances.], batch size: 162, lr: 1.70e-03
2022-08-20 09:15:30,621 INFO [train.py:927] (6/8) Epoch 1, batch 14700, giga_loss[loss=0.3562, simple_loss=0.3977, pruned_loss=0.1573, over 12334.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03314, over 85.00 utterances.], tot_loss[loss=0.3596, simple_loss=0.3958, pruned_loss=0.1616, over 2473797.24 frames. utt_duration=498 frames, utt_pad_proportion=0.07301, over 19926.79 utterances.], libri_tot_loss[loss=0.4077, simple_loss=0.4328, pruned_loss=0.2118, over 2466644.38 frames. utt_duration=1272 frames, utt_pad_proportion=0.05389, over 7767.79 utterances.], giga_tot_loss[loss=0.3553, simple_loss=0.3936, pruned_loss=0.1586, over 2474736.25 frames. utt_duration=456 frames, utt_pad_proportion=0.0724, over 21777.26 utterances.], batch size: 85, lr: 1.70e-03
2022-08-20 09:17:15,798 INFO [train.py:927] (6/8) Epoch 1, batch 14750, giga_loss[loss=0.4988, simple_loss=0.4819, pruned_loss=0.2579, over 12366.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1092, over 259.00 utterances.], tot_loss[loss=0.358, simple_loss=0.3948, pruned_loss=0.1606, over 2473288.92 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07108, over 19735.66 utterances.], libri_tot_loss[loss=0.4071, simple_loss=0.4323, pruned_loss=0.211, over 2466965.46 frames. utt_duration=1276 frames, utt_pad_proportion=0.0531, over 7745.54 utterances.], giga_tot_loss[loss=0.3544, simple_loss=0.3928, pruned_loss=0.158, over 2473860.81 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07111, over 21445.12 utterances.], batch size: 259, lr: 1.70e-03
2022-08-20 09:19:01,560 INFO [train.py:927] (6/8) Epoch 1, batch 14800, giga_loss[loss=0.3328, simple_loss=0.3801, pruned_loss=0.1427, over 12404.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03818, over 113.00 utterances.], tot_loss[loss=0.3594, simple_loss=0.3943, pruned_loss=0.1623, over 2474075.07 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07303, over 20337.11 utterances.], libri_tot_loss[loss=0.4094, simple_loss=0.4316, pruned_loss=0.2132, over 2467143.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05224, over 7733.74 utterances.], giga_tot_loss[loss=0.3537, simple_loss=0.3927, pruned_loss=0.1574, over 2474483.21 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07328, over 21906.42 utterances.], batch size: 113, lr: 1.70e-03
2022-08-20 09:20:49,157 INFO [train.py:927] (6/8) Epoch 1, batch 14850, giga_loss[loss=0.2933, simple_loss=0.3538, pruned_loss=0.1164, over 12382.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03146, over 62.00 utterances.], tot_loss[loss=0.3643, simple_loss=0.3962, pruned_loss=0.1662, over 2473955.13 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07088, over 20302.18 utterances.], libri_tot_loss[loss=0.4175, simple_loss=0.4348, pruned_loss=0.2192, over 2467189.97 frames. utt_duration=1277 frames, utt_pad_proportion=0.05216, over 7739.12 utterances.], giga_tot_loss[loss=0.3517, simple_loss=0.3912, pruned_loss=0.1561, over 2474409.91 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07143, over 21832.57 utterances.], batch size: 62, lr: 1.69e-03
2022-08-20 09:22:31,505 INFO [train.py:927] (6/8) Epoch 1, batch 14900, giga_loss[loss=0.382, simple_loss=0.4225, pruned_loss=0.1708, over 12439.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.04112, over 26.00 utterances.], tot_loss[loss=0.3619, simple_loss=0.3951, pruned_loss=0.1643, over 2474131.10 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07052, over 20109.59 utterances.], libri_tot_loss[loss=0.4159, simple_loss=0.4338, pruned_loss=0.2174, over 2467103.87 frames. utt_duration=1278 frames, utt_pad_proportion=0.05153, over 7732.03 utterances.], giga_tot_loss[loss=0.3511, simple_loss=0.3905, pruned_loss=0.1558, over 2474844.05 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07143, over 21817.24 utterances.], batch size: 26, lr: 1.69e-03
2022-08-20 09:24:21,367 INFO [train.py:927] (6/8) Epoch 1, batch 14950, giga_loss[loss=0.3423, simple_loss=0.397, pruned_loss=0.1437, over 12350.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03535, over 104.00 utterances.], tot_loss[loss=0.3617, simple_loss=0.3983, pruned_loss=0.1625, over 2474505.44 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06686, over 19995.48 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.434, pruned_loss=0.217, over 2467080.26 frames. utt_duration=1279 frames, utt_pad_proportion=0.05117, over 7724.71 utterances.], giga_tot_loss[loss=0.3528, simple_loss=0.3942, pruned_loss=0.1557, over 2475158.75 frames. utt_duration=462.7 frames, utt_pad_proportion=0.06799, over 21464.01 utterances.], batch size: 104, lr: 1.69e-03
2022-08-20 09:26:04,752 INFO [train.py:927] (6/8) Epoch 1, batch 15000, giga_loss[loss=0.3687, simple_loss=0.4064, pruned_loss=0.1655, over 12388.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04536, over 146.00 utterances.], tot_loss[loss=0.3617, simple_loss=0.4003, pruned_loss=0.1615, over 2474483.44 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06455, over 20044.60 utterances.], libri_tot_loss[loss=0.4152, simple_loss=0.4343, pruned_loss=0.216, over 2467051.26 frames. utt_duration=1282 frames, utt_pad_proportion=0.05061, over 7706.94 utterances.], giga_tot_loss[loss=0.3545, simple_loss=0.3963, pruned_loss=0.1563, over 2475120.16 frames. utt_duration=464.3 frames, utt_pad_proportion=0.06584, over 21390.76 utterances.], batch size: 146, lr: 1.69e-03
2022-08-20 09:26:04,754 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 09:26:18,819 INFO [train.py:967] (6/8) Epoch 1, validation: loss=0.4058, simple_loss=0.6146, pruned_loss=0.09849, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 09:28:01,345 INFO [train.py:927] (6/8) Epoch 1, batch 15050, giga_loss[loss=0.3287, simple_loss=0.3701, pruned_loss=0.1436, over 12192.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03437, over 42.00 utterances.], tot_loss[loss=0.3662, simple_loss=0.4046, pruned_loss=0.1639, over 2474053.45 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07542, over 21590.74 utterances.], libri_tot_loss[loss=0.416, simple_loss=0.4369, pruned_loss=0.2151, over 2466546.49 frames. utt_duration=1286 frames, utt_pad_proportion=0.04977, over 7681.64 utterances.], giga_tot_loss[loss=0.3587, simple_loss=0.3985, pruned_loss=0.1594, over 2475176.39 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07615, over 22975.88 utterances.], batch size: 42, lr: 1.68e-03
2022-08-20 09:29:45,346 INFO [train.py:927] (6/8) Epoch 1, batch 15100, libri_loss[loss=0.422, simple_loss=0.4339, pruned_loss=0.2051, over 12441.00 frames. utt_duration=755.5 frames, utt_pad_proportion=0.1336, over 66.00 utterances.], tot_loss[loss=0.3626, simple_loss=0.4015, pruned_loss=0.1619, over 2473768.64 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07499, over 21136.80 utterances.], libri_tot_loss[loss=0.4144, simple_loss=0.4356, pruned_loss=0.2135, over 2466316.87 frames. utt_duration=1281 frames, utt_pad_proportion=0.04968, over 7709.28 utterances.], giga_tot_loss[loss=0.3561, simple_loss=0.3966, pruned_loss=0.1578, over 2475159.82 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07605, over 22746.37 utterances.], batch size: 66, lr: 1.68e-03
2022-08-20 09:31:28,133 INFO [train.py:927] (6/8) Epoch 1, batch 15150, giga_loss[loss=0.3006, simple_loss=0.3623, pruned_loss=0.1195, over 12354.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03233, over 51.00 utterances.], tot_loss[loss=0.3611, simple_loss=0.3994, pruned_loss=0.1614, over 2474015.46 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07208, over 20967.45 utterances.], libri_tot_loss[loss=0.4134, simple_loss=0.4346, pruned_loss=0.2126, over 2466205.35 frames. utt_duration=1282 frames, utt_pad_proportion=0.04882, over 7702.52 utterances.], giga_tot_loss[loss=0.3556, simple_loss=0.3956, pruned_loss=0.1578, over 2475409.49 frames. utt_duration=440.2 frames, utt_pad_proportion=0.07356, over 22570.41 utterances.], batch size: 51, lr: 1.68e-03
2022-08-20 09:33:13,352 INFO [train.py:927] (6/8) Epoch 1, batch 15200, giga_loss[loss=0.3621, simple_loss=0.3964, pruned_loss=0.1638, over 12333.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.034, over 85.00 utterances.], tot_loss[loss=0.3591, simple_loss=0.3977, pruned_loss=0.1602, over 2473899.05 frames. utt_duration=490.1 frames, utt_pad_proportion=0.0705, over 20252.52 utterances.], libri_tot_loss[loss=0.4131, simple_loss=0.4345, pruned_loss=0.212, over 2466254.28 frames. utt_duration=1281 frames, utt_pad_proportion=0.0482, over 7707.52 utterances.], giga_tot_loss[loss=0.354, simple_loss=0.3941, pruned_loss=0.157, over 2475090.32 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07219, over 21755.03 utterances.], batch size: 85, lr: 1.68e-03
2022-08-20 09:34:55,202 INFO [train.py:927] (6/8) Epoch 1, batch 15250, giga_loss[loss=0.3541, simple_loss=0.4094, pruned_loss=0.1494, over 12431.00 frames. utt_duration=803.7 frames, utt_pad_proportion=0.02581, over 62.00 utterances.], tot_loss[loss=0.3614, simple_loss=0.3987, pruned_loss=0.162, over 2473679.60 frames. utt_duration=476.7 frames, utt_pad_proportion=0.0778, over 20822.68 utterances.], libri_tot_loss[loss=0.4158, simple_loss=0.4367, pruned_loss=0.2132, over 2466382.92 frames. utt_duration=1283 frames, utt_pad_proportion=0.04769, over 7696.08 utterances.], giga_tot_loss[loss=0.3535, simple_loss=0.3928, pruned_loss=0.1571, over 2474675.81 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07912, over 22341.66 utterances.], batch size: 62, lr: 1.67e-03
2022-08-20 09:36:38,213 INFO [train.py:927] (6/8) Epoch 1, batch 15300, giga_loss[loss=0.4573, simple_loss=0.4605, pruned_loss=0.227, over 12365.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06582, over 183.00 utterances.], tot_loss[loss=0.3588, simple_loss=0.3974, pruned_loss=0.1601, over 2473021.53 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07787, over 20219.41 utterances.], libri_tot_loss[loss=0.4146, simple_loss=0.4358, pruned_loss=0.2119, over 2466311.91 frames. utt_duration=1274 frames, utt_pad_proportion=0.05159, over 7751.88 utterances.], giga_tot_loss[loss=0.3522, simple_loss=0.3925, pruned_loss=0.156, over 2474062.83 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07811, over 21717.39 utterances.], batch size: 183, lr: 1.67e-03
2022-08-20 09:38:21,975 INFO [train.py:927] (6/8) Epoch 1, batch 15350, giga_loss[loss=0.3374, simple_loss=0.3978, pruned_loss=0.1385, over 12291.00 frames. utt_duration=849.5 frames, utt_pad_proportion=0.03689, over 58.00 utterances.], tot_loss[loss=0.3601, simple_loss=0.3985, pruned_loss=0.1609, over 2472899.84 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07733, over 20525.00 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.436, pruned_loss=0.2111, over 2466007.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05095, over 7727.06 utterances.], giga_tot_loss[loss=0.3542, simple_loss=0.3937, pruned_loss=0.1573, over 2474130.32 frames. utt_duration=452 frames, utt_pad_proportion=0.0779, over 21964.83 utterances.], batch size: 58, lr: 1.67e-03
2022-08-20 09:40:05,756 INFO [train.py:927] (6/8) Epoch 1, batch 15400, giga_loss[loss=0.3354, simple_loss=0.3906, pruned_loss=0.1401, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03844, over 105.00 utterances.], tot_loss[loss=0.354, simple_loss=0.3968, pruned_loss=0.1556, over 2473345.37 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07451, over 20272.90 utterances.], libri_tot_loss[loss=0.4142, simple_loss=0.436, pruned_loss=0.2111, over 2466007.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05095, over 7727.06 utterances.], giga_tot_loss[loss=0.3494, simple_loss=0.393, pruned_loss=0.1528, over 2474303.06 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07511, over 21393.54 utterances.], batch size: 105, lr: 1.67e-03
2022-08-20 09:41:48,234 INFO [train.py:927] (6/8) Epoch 1, batch 15450, giga_loss[loss=0.3014, simple_loss=0.3627, pruned_loss=0.1201, over 12265.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02465, over 54.00 utterances.], tot_loss[loss=0.357, simple_loss=0.399, pruned_loss=0.1575, over 2473925.32 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07386, over 20353.60 utterances.], libri_tot_loss[loss=0.4136, simple_loss=0.4353, pruned_loss=0.2105, over 2465957.79 frames. utt_duration=1280 frames, utt_pad_proportion=0.0501, over 7712.95 utterances.], giga_tot_loss[loss=0.3526, simple_loss=0.3958, pruned_loss=0.1547, over 2474919.67 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07481, over 21534.39 utterances.], batch size: 54, lr: 1.66e-03
2022-08-20 09:43:31,425 INFO [train.py:927] (6/8) Epoch 1, batch 15500, giga_loss[loss=0.4016, simple_loss=0.4245, pruned_loss=0.1894, over 12431.00 frames. utt_duration=475 frames, utt_pad_proportion=0.0384, over 105.00 utterances.], tot_loss[loss=0.3601, simple_loss=0.4003, pruned_loss=0.16, over 2475047.84 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07531, over 20949.45 utterances.], libri_tot_loss[loss=0.4123, simple_loss=0.4343, pruned_loss=0.2095, over 2465736.37 frames. utt_duration=1284 frames, utt_pad_proportion=0.04959, over 7690.35 utterances.], giga_tot_loss[loss=0.357, simple_loss=0.3982, pruned_loss=0.1579, over 2476138.94 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07622, over 22063.63 utterances.], batch size: 105, lr: 1.66e-03
2022-08-20 09:45:14,631 INFO [train.py:927] (6/8) Epoch 1, batch 15550, giga_loss[loss=0.3442, simple_loss=0.3994, pruned_loss=0.1445, over 12346.00 frames. utt_duration=1336 frames, utt_pad_proportion=0.04006, over 37.00 utterances.], tot_loss[loss=0.3614, simple_loss=0.4024, pruned_loss=0.1602, over 2475428.78 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07695, over 20745.70 utterances.], libri_tot_loss[loss=0.4141, simple_loss=0.4364, pruned_loss=0.2099, over 2465718.16 frames. utt_duration=1287 frames, utt_pad_proportion=0.04883, over 7674.67 utterances.], giga_tot_loss[loss=0.3564, simple_loss=0.3983, pruned_loss=0.1573, over 2476483.74 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07798, over 21879.68 utterances.], batch size: 37, lr: 1.66e-03
2022-08-20 09:46:57,515 INFO [train.py:927] (6/8) Epoch 1, batch 15600, giga_loss[loss=0.3854, simple_loss=0.4079, pruned_loss=0.1814, over 12393.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07376, over 212.00 utterances.], tot_loss[loss=0.3689, simple_loss=0.4072, pruned_loss=0.1653, over 2475003.03 frames. utt_duration=489.5 frames, utt_pad_proportion=0.07721, over 20286.05 utterances.], libri_tot_loss[loss=0.4229, simple_loss=0.4412, pruned_loss=0.2158, over 2465781.98 frames. utt_duration=1265 frames, utt_pad_proportion=0.05762, over 7809.32 utterances.], giga_tot_loss[loss=0.3558, simple_loss=0.3989, pruned_loss=0.1563, over 2476138.11 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07577, over 21540.44 utterances.], batch size: 212, lr: 1.66e-03
2022-08-20 09:48:39,478 INFO [train.py:927] (6/8) Epoch 1, batch 15650, giga_loss[loss=0.2874, simple_loss=0.3514, pruned_loss=0.1117, over 12384.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02304, over 48.00 utterances.], tot_loss[loss=0.3656, simple_loss=0.4045, pruned_loss=0.1634, over 2475175.96 frames. utt_duration=464.3 frames, utt_pad_proportion=0.08648, over 21390.62 utterances.], libri_tot_loss[loss=0.4231, simple_loss=0.4412, pruned_loss=0.2159, over 2465863.07 frames. utt_duration=1263 frames, utt_pad_proportion=0.0575, over 7816.27 utterances.], giga_tot_loss[loss=0.355, simple_loss=0.3978, pruned_loss=0.1561, over 2476035.28 frames. utt_duration=443.2 frames, utt_pad_proportion=0.08505, over 22420.53 utterances.], batch size: 48, lr: 1.65e-03
2022-08-20 09:50:21,200 INFO [train.py:927] (6/8) Epoch 1, batch 15700, giga_loss[loss=0.3917, simple_loss=0.4123, pruned_loss=0.1855, over 12392.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07343, over 212.00 utterances.], tot_loss[loss=0.3635, simple_loss=0.4015, pruned_loss=0.1628, over 2474985.78 frames. utt_duration=447.1 frames, utt_pad_proportion=0.08909, over 22214.09 utterances.], libri_tot_loss[loss=0.4224, simple_loss=0.4407, pruned_loss=0.2153, over 2465962.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.05757, over 7831.11 utterances.], giga_tot_loss[loss=0.355, simple_loss=0.3962, pruned_loss=0.1568, over 2475702.50 frames. utt_duration=428.4 frames, utt_pad_proportion=0.088, over 23197.83 utterances.], batch size: 212, lr: 1.65e-03
2022-08-20 09:52:05,659 INFO [train.py:927] (6/8) Epoch 1, batch 15750, giga_loss[loss=0.3571, simple_loss=0.3883, pruned_loss=0.163, over 12268.00 frames. utt_duration=1445 frames, utt_pad_proportion=0.05663, over 34.00 utterances.], tot_loss[loss=0.3596, simple_loss=0.3978, pruned_loss=0.1607, over 2474618.51 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08865, over 22194.88 utterances.], libri_tot_loss[loss=0.4212, simple_loss=0.4397, pruned_loss=0.2144, over 2466217.50 frames. utt_duration=1260 frames, utt_pad_proportion=0.0575, over 7839.42 utterances.], giga_tot_loss[loss=0.3527, simple_loss=0.3937, pruned_loss=0.1558, over 2475114.17 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08802, over 23230.80 utterances.], batch size: 34, lr: 1.65e-03
2022-08-20 09:53:46,997 INFO [train.py:927] (6/8) Epoch 1, batch 15800, giga_loss[loss=0.2766, simple_loss=0.3369, pruned_loss=0.1081, over 12252.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02889, over 54.00 utterances.], tot_loss[loss=0.3578, simple_loss=0.3959, pruned_loss=0.1599, over 2474460.77 frames. utt_duration=456.1 frames, utt_pad_proportion=0.08542, over 21773.27 utterances.], libri_tot_loss[loss=0.4203, simple_loss=0.4387, pruned_loss=0.2136, over 2466504.23 frames. utt_duration=1252 frames, utt_pad_proportion=0.06091, over 7890.96 utterances.], giga_tot_loss[loss=0.3515, simple_loss=0.3924, pruned_loss=0.1553, over 2474835.22 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08442, over 22925.18 utterances.], batch size: 54, lr: 1.65e-03
2022-08-20 09:55:27,023 INFO [train.py:927] (6/8) Epoch 1, batch 15850, giga_loss[loss=0.3575, simple_loss=0.4027, pruned_loss=0.1562, over 12393.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03905, over 113.00 utterances.], tot_loss[loss=0.3522, simple_loss=0.3942, pruned_loss=0.1551, over 2473864.75 frames. utt_duration=468.4 frames, utt_pad_proportion=0.0783, over 21194.03 utterances.], libri_tot_loss[loss=0.4213, simple_loss=0.4405, pruned_loss=0.2132, over 2466484.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.06093, over 7932.92 utterances.], giga_tot_loss[loss=0.3444, simple_loss=0.3884, pruned_loss=0.1502, over 2474389.45 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07802, over 22452.34 utterances.], batch size: 113, lr: 1.65e-03
2022-08-20 09:57:13,063 INFO [train.py:927] (6/8) Epoch 1, batch 15900, giga_loss[loss=0.3255, simple_loss=0.3697, pruned_loss=0.1406, over 12367.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03857, over 113.00 utterances.], tot_loss[loss=0.3479, simple_loss=0.391, pruned_loss=0.1524, over 2473867.27 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07706, over 21232.91 utterances.], libri_tot_loss[loss=0.4209, simple_loss=0.4403, pruned_loss=0.2127, over 2466310.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.0643, over 7994.45 utterances.], giga_tot_loss[loss=0.3408, simple_loss=0.3858, pruned_loss=0.1479, over 2474556.18 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07587, over 22393.68 utterances.], batch size: 113, lr: 1.64e-03
2022-08-20 09:58:57,932 INFO [train.py:927] (6/8) Epoch 1, batch 15950, giga_loss[loss=0.3144, simple_loss=0.3642, pruned_loss=0.1323, over 12412.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04084, over 37.00 utterances.], tot_loss[loss=0.3466, simple_loss=0.3888, pruned_loss=0.1522, over 2474402.04 frames. utt_duration=454 frames, utt_pad_proportion=0.08294, over 21872.98 utterances.], libri_tot_loss[loss=0.4188, simple_loss=0.4386, pruned_loss=0.211, over 2466607.03 frames. utt_duration=1229 frames, utt_pad_proportion=0.06681, over 8039.57 utterances.], giga_tot_loss[loss=0.3402, simple_loss=0.3843, pruned_loss=0.148, over 2474983.14 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08118, over 23267.10 utterances.], batch size: 37, lr: 1.64e-03
2022-08-20 10:00:37,056 INFO [train.py:927] (6/8) Epoch 1, batch 16000, giga_loss[loss=0.2387, simple_loss=0.3183, pruned_loss=0.07957, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03949, over 40.00 utterances.], tot_loss[loss=0.3439, simple_loss=0.3872, pruned_loss=0.1504, over 2474759.71 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07693, over 20970.62 utterances.], libri_tot_loss[loss=0.4168, simple_loss=0.4367, pruned_loss=0.2095, over 2467074.11 frames. utt_duration=1222 frames, utt_pad_proportion=0.06706, over 8085.71 utterances.], giga_tot_loss[loss=0.3379, simple_loss=0.3835, pruned_loss=0.1462, over 2475100.94 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07593, over 22547.93 utterances.], batch size: 40, lr: 1.64e-03
2022-08-20 10:02:20,826 INFO [train.py:927] (6/8) Epoch 1, batch 16050, giga_loss[loss=0.3846, simple_loss=0.414, pruned_loss=0.1776, over 12379.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04182, over 133.00 utterances.], tot_loss[loss=0.3414, simple_loss=0.3846, pruned_loss=0.1491, over 2474495.90 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07663, over 20787.35 utterances.], libri_tot_loss[loss=0.4147, simple_loss=0.4348, pruned_loss=0.208, over 2467002.66 frames. utt_duration=1229 frames, utt_pad_proportion=0.06593, over 8038.03 utterances.], giga_tot_loss[loss=0.3368, simple_loss=0.3822, pruned_loss=0.1457, over 2474986.12 frames. utt_duration=444 frames, utt_pad_proportion=0.07627, over 22369.39 utterances.], batch size: 133, lr: 1.64e-03
2022-08-20 10:04:04,056 INFO [train.py:927] (6/8) Epoch 1, batch 16100, giga_loss[loss=0.3619, simple_loss=0.4089, pruned_loss=0.1574, over 12439.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0322, over 80.00 utterances.], tot_loss[loss=0.343, simple_loss=0.386, pruned_loss=0.15, over 2473575.76 frames. utt_duration=494.8 frames, utt_pad_proportion=0.0707, over 20058.08 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4333, pruned_loss=0.2068, over 2466570.72 frames. utt_duration=1235 frames, utt_pad_proportion=0.06476, over 7995.51 utterances.], giga_tot_loss[loss=0.3392, simple_loss=0.3843, pruned_loss=0.1471, over 2474475.19 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07123, over 21611.46 utterances.], batch size: 80, lr: 1.63e-03
2022-08-20 10:05:47,736 INFO [train.py:927] (6/8) Epoch 1, batch 16150, giga_loss[loss=0.3509, simple_loss=0.3845, pruned_loss=0.1587, over 12222.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02867, over 42.00 utterances.], tot_loss[loss=0.3516, simple_loss=0.3922, pruned_loss=0.1555, over 2473530.07 frames. utt_duration=472.6 frames, utt_pad_proportion=0.0729, over 20999.89 utterances.], libri_tot_loss[loss=0.4121, simple_loss=0.4335, pruned_loss=0.2054, over 2466603.96 frames. utt_duration=1240 frames, utt_pad_proportion=0.06306, over 7963.73 utterances.], giga_tot_loss[loss=0.3466, simple_loss=0.3889, pruned_loss=0.1522, over 2474529.02 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07373, over 22784.40 utterances.], batch size: 42, lr: 1.63e-03
2022-08-20 10:07:35,906 INFO [train.py:927] (6/8) Epoch 1, batch 16200, giga_loss[loss=0.3448, simple_loss=0.4061, pruned_loss=0.1417, over 12320.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03603, over 62.00 utterances.], tot_loss[loss=0.3552, simple_loss=0.3946, pruned_loss=0.158, over 2473725.85 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07395, over 21203.75 utterances.], libri_tot_loss[loss=0.4125, simple_loss=0.4331, pruned_loss=0.2058, over 2466486.79 frames. utt_duration=1232 frames, utt_pad_proportion=0.06685, over 8020.53 utterances.], giga_tot_loss[loss=0.3502, simple_loss=0.3917, pruned_loss=0.1543, over 2474709.30 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07348, over 22739.89 utterances.], batch size: 62, lr: 1.63e-03
2022-08-20 10:09:22,534 INFO [train.py:927] (6/8) Epoch 1, batch 16250, giga_loss[loss=0.2968, simple_loss=0.3591, pruned_loss=0.1173, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04179, over 33.00 utterances.], tot_loss[loss=0.3571, simple_loss=0.3956, pruned_loss=0.1593, over 2473775.28 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07245, over 21229.06 utterances.], libri_tot_loss[loss=0.413, simple_loss=0.4321, pruned_loss=0.2064, over 2466457.55 frames. utt_duration=1228 frames, utt_pad_proportion=0.0696, over 8043.68 utterances.], giga_tot_loss[loss=0.3506, simple_loss=0.3929, pruned_loss=0.1541, over 2474857.84 frames. utt_duration=433 frames, utt_pad_proportion=0.07129, over 22941.80 utterances.], batch size: 33, lr: 1.63e-03
2022-08-20 10:11:10,837 INFO [train.py:927] (6/8) Epoch 1, batch 16300, giga_loss[loss=0.359, simple_loss=0.4026, pruned_loss=0.1576, over 12370.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.3548, simple_loss=0.3936, pruned_loss=0.158, over 2473671.32 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07368, over 21338.65 utterances.], libri_tot_loss[loss=0.4118, simple_loss=0.4312, pruned_loss=0.2055, over 2466675.38 frames. utt_duration=1230 frames, utt_pad_proportion=0.06864, over 8030.85 utterances.], giga_tot_loss[loss=0.3496, simple_loss=0.3915, pruned_loss=0.1539, over 2474469.25 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07305, over 22954.99 utterances.], batch size: 58, lr: 1.62e-03
2022-08-20 10:12:54,869 INFO [train.py:927] (6/8) Epoch 1, batch 16350, giga_loss[loss=0.3076, simple_loss=0.3664, pruned_loss=0.1244, over 12404.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.3519, simple_loss=0.3911, pruned_loss=0.1564, over 2473304.77 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06875, over 20401.46 utterances.], libri_tot_loss[loss=0.411, simple_loss=0.4305, pruned_loss=0.2047, over 2466704.18 frames. utt_duration=1230 frames, utt_pad_proportion=0.06705, over 8031.62 utterances.], giga_tot_loss[loss=0.3468, simple_loss=0.3889, pruned_loss=0.1523, over 2474110.78 frames. utt_duration=449.3 frames, utt_pad_proportion=0.06911, over 22098.08 utterances.], batch size: 105, lr: 1.62e-03
2022-08-20 10:14:39,301 INFO [train.py:927] (6/8) Epoch 1, batch 16400, libri_loss[loss=0.361, simple_loss=0.4038, pruned_loss=0.1591, over 12276.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00765, over 37.00 utterances.], tot_loss[loss=0.35, simple_loss=0.3904, pruned_loss=0.1548, over 2473612.12 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07133, over 20777.64 utterances.], libri_tot_loss[loss=0.4109, simple_loss=0.4312, pruned_loss=0.2041, over 2466740.70 frames. utt_duration=1231 frames, utt_pad_proportion=0.06577, over 8025.93 utterances.], giga_tot_loss[loss=0.3446, simple_loss=0.3872, pruned_loss=0.151, over 2474372.51 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07187, over 22421.03 utterances.], batch size: 37, lr: 1.62e-03
2022-08-20 10:16:25,546 INFO [train.py:927] (6/8) Epoch 1, batch 16450, giga_loss[loss=0.2974, simple_loss=0.3631, pruned_loss=0.1158, over 12334.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03487, over 62.00 utterances.], tot_loss[loss=0.3484, simple_loss=0.389, pruned_loss=0.1539, over 2473507.28 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07541, over 20686.56 utterances.], libri_tot_loss[loss=0.4099, simple_loss=0.4303, pruned_loss=0.2033, over 2466789.02 frames. utt_duration=1221 frames, utt_pad_proportion=0.06965, over 8093.66 utterances.], giga_tot_loss[loss=0.3437, simple_loss=0.3862, pruned_loss=0.1505, over 2474229.47 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07452, over 22224.38 utterances.], batch size: 62, lr: 1.62e-03
2022-08-20 10:18:10,350 INFO [train.py:927] (6/8) Epoch 1, batch 16500, giga_loss[loss=0.306, simple_loss=0.3584, pruned_loss=0.1268, over 12364.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03124, over 97.00 utterances.], tot_loss[loss=0.3532, simple_loss=0.3915, pruned_loss=0.1574, over 2473597.89 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07645, over 20705.05 utterances.], libri_tot_loss[loss=0.4094, simple_loss=0.4295, pruned_loss=0.2029, over 2466581.89 frames. utt_duration=1212 frames, utt_pad_proportion=0.0724, over 8150.28 utterances.], giga_tot_loss[loss=0.3483, simple_loss=0.3891, pruned_loss=0.1538, over 2474556.08 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07472, over 22238.49 utterances.], batch size: 97, lr: 1.62e-03
2022-08-20 10:19:55,046 INFO [train.py:927] (6/8) Epoch 1, batch 16550, giga_loss[loss=0.384, simple_loss=0.3889, pruned_loss=0.1896, over 12369.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2097, over 372.00 utterances.], tot_loss[loss=0.3538, simple_loss=0.3918, pruned_loss=0.1579, over 2472864.46 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07446, over 20816.69 utterances.], libri_tot_loss[loss=0.4089, simple_loss=0.4292, pruned_loss=0.2025, over 2466502.58 frames. utt_duration=1215 frames, utt_pad_proportion=0.07133, over 8127.52 utterances.], giga_tot_loss[loss=0.3493, simple_loss=0.3894, pruned_loss=0.1546, over 2473804.92 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07356, over 22274.55 utterances.], batch size: 372, lr: 1.61e-03
2022-08-20 10:21:41,054 INFO [train.py:927] (6/8) Epoch 1, batch 16600, giga_loss[loss=0.3823, simple_loss=0.4137, pruned_loss=0.1754, over 12424.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03944, over 123.00 utterances.], tot_loss[loss=0.3555, simple_loss=0.3958, pruned_loss=0.1576, over 2473119.55 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07457, over 20609.25 utterances.], libri_tot_loss[loss=0.4115, simple_loss=0.4333, pruned_loss=0.2028, over 2466352.49 frames. utt_duration=1220 frames, utt_pad_proportion=0.07035, over 8096.27 utterances.], giga_tot_loss[loss=0.3483, simple_loss=0.3891, pruned_loss=0.1538, over 2474095.72 frames. utt_duration=450.8 frames, utt_pad_proportion=0.0742, over 22022.93 utterances.], batch size: 123, lr: 1.61e-03
2022-08-20 10:23:25,461 INFO [train.py:927] (6/8) Epoch 1, batch 16650, giga_loss[loss=0.3369, simple_loss=0.3729, pruned_loss=0.1505, over 12489.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03206, over 37.00 utterances.], tot_loss[loss=0.3577, simple_loss=0.3973, pruned_loss=0.159, over 2473465.81 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06944, over 19998.80 utterances.], libri_tot_loss[loss=0.411, simple_loss=0.4331, pruned_loss=0.2021, over 2466107.24 frames. utt_duration=1221 frames, utt_pad_proportion=0.06937, over 8087.34 utterances.], giga_tot_loss[loss=0.3505, simple_loss=0.3909, pruned_loss=0.155, over 2474744.39 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06981, over 21596.38 utterances.], batch size: 37, lr: 1.61e-03
2022-08-20 10:25:09,616 INFO [train.py:927] (6/8) Epoch 1, batch 16700, giga_loss[loss=0.2909, simple_loss=0.3569, pruned_loss=0.1124, over 12226.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03591, over 28.00 utterances.], tot_loss[loss=0.3564, simple_loss=0.3959, pruned_loss=0.1585, over 2473371.95 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06945, over 20448.63 utterances.], libri_tot_loss[loss=0.4085, simple_loss=0.4311, pruned_loss=0.2004, over 2465884.43 frames. utt_duration=1227 frames, utt_pad_proportion=0.06759, over 8050.88 utterances.], giga_tot_loss[loss=0.3512, simple_loss=0.3914, pruned_loss=0.1555, over 2474823.62 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07028, over 22129.22 utterances.], batch size: 28, lr: 1.61e-03
2022-08-20 10:26:52,421 INFO [train.py:927] (6/8) Epoch 1, batch 16750, giga_loss[loss=0.3092, simple_loss=0.3691, pruned_loss=0.1247, over 12410.00 frames. utt_duration=802.1 frames, utt_pad_proportion=0.02894, over 62.00 utterances.], tot_loss[loss=0.3565, simple_loss=0.3967, pruned_loss=0.1581, over 2474029.58 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07167, over 20716.89 utterances.], libri_tot_loss[loss=0.4072, simple_loss=0.4299, pruned_loss=0.1995, over 2465943.02 frames. utt_duration=1228 frames, utt_pad_proportion=0.0663, over 8040.49 utterances.], giga_tot_loss[loss=0.352, simple_loss=0.3932, pruned_loss=0.1554, over 2475336.25 frames. utt_duration=443.4 frames, utt_pad_proportion=0.07258, over 22404.48 utterances.], batch size: 62, lr: 1.60e-03
2022-08-20 10:28:34,794 INFO [train.py:927] (6/8) Epoch 1, batch 16800, giga_loss[loss=0.4849, simple_loss=0.4746, pruned_loss=0.2477, over 12398.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1067, over 259.00 utterances.], tot_loss[loss=0.352, simple_loss=0.3929, pruned_loss=0.1556, over 2473334.38 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07604, over 21228.65 utterances.], libri_tot_loss[loss=0.4056, simple_loss=0.4285, pruned_loss=0.1985, over 2465621.43 frames. utt_duration=1233 frames, utt_pad_proportion=0.06567, over 8008.04 utterances.], giga_tot_loss[loss=0.3492, simple_loss=0.3909, pruned_loss=0.1537, over 2474755.25 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07671, over 22764.00 utterances.], batch size: 259, lr: 1.60e-03
2022-08-20 10:30:16,924 INFO [train.py:927] (6/8) Epoch 1, batch 16850, giga_loss[loss=0.3362, simple_loss=0.3911, pruned_loss=0.1407, over 12455.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.0305, over 55.00 utterances.], tot_loss[loss=0.3567, simple_loss=0.3977, pruned_loss=0.1578, over 2473153.44 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07611, over 21163.03 utterances.], libri_tot_loss[loss=0.4076, simple_loss=0.4313, pruned_loss=0.1987, over 2465606.83 frames. utt_duration=1221 frames, utt_pad_proportion=0.0688, over 8086.04 utterances.], giga_tot_loss[loss=0.3506, simple_loss=0.3923, pruned_loss=0.1545, over 2474661.04 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07592, over 22902.08 utterances.], batch size: 55, lr: 1.60e-03
2022-08-20 10:32:03,758 INFO [train.py:927] (6/8) Epoch 1, batch 16900, giga_loss[loss=0.3318, simple_loss=0.3836, pruned_loss=0.14, over 12363.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03141, over 85.00 utterances.], tot_loss[loss=0.3543, simple_loss=0.3956, pruned_loss=0.1565, over 2474281.34 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07349, over 20672.35 utterances.], libri_tot_loss[loss=0.4057, simple_loss=0.4299, pruned_loss=0.1974, over 2465762.40 frames. utt_duration=1224 frames, utt_pad_proportion=0.06755, over 8069.18 utterances.], giga_tot_loss[loss=0.3499, simple_loss=0.3917, pruned_loss=0.1541, over 2475524.70 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07398, over 22361.75 utterances.], batch size: 85, lr: 1.60e-03
2022-08-20 10:33:48,789 INFO [train.py:927] (6/8) Epoch 1, batch 16950, giga_loss[loss=0.3741, simple_loss=0.404, pruned_loss=0.1721, over 12341.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.0309, over 70.00 utterances.], tot_loss[loss=0.353, simple_loss=0.3945, pruned_loss=0.1558, over 2474369.20 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07258, over 20602.77 utterances.], libri_tot_loss[loss=0.4056, simple_loss=0.4298, pruned_loss=0.1972, over 2465983.63 frames. utt_duration=1223 frames, utt_pad_proportion=0.06685, over 8072.09 utterances.], giga_tot_loss[loss=0.349, simple_loss=0.391, pruned_loss=0.1535, over 2475271.45 frames. utt_duration=449.4 frames, utt_pad_proportion=0.0733, over 22102.62 utterances.], batch size: 70, lr: 1.60e-03
2022-08-20 10:35:30,458 INFO [train.py:927] (6/8) Epoch 1, batch 17000, giga_loss[loss=0.322, simple_loss=0.3774, pruned_loss=0.1333, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04177, over 113.00 utterances.], tot_loss[loss=0.3521, simple_loss=0.3932, pruned_loss=0.1555, over 2474400.35 frames. utt_duration=488 frames, utt_pad_proportion=0.07273, over 20341.74 utterances.], libri_tot_loss[loss=0.4036, simple_loss=0.428, pruned_loss=0.1958, over 2466269.18 frames. utt_duration=1220 frames, utt_pad_proportion=0.06643, over 8096.38 utterances.], giga_tot_loss[loss=0.348, simple_loss=0.3903, pruned_loss=0.1529, over 2475287.25 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07358, over 22159.82 utterances.], batch size: 113, lr: 1.59e-03
2022-08-20 10:37:10,972 INFO [train.py:927] (6/8) Epoch 1, batch 17050, giga_loss[loss=0.2959, simple_loss=0.3646, pruned_loss=0.1136, over 12347.00 frames. utt_duration=852.8 frames, utt_pad_proportion=0.03308, over 58.00 utterances.], tot_loss[loss=0.3497, simple_loss=0.3914, pruned_loss=0.154, over 2474958.50 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07263, over 20378.97 utterances.], libri_tot_loss[loss=0.4006, simple_loss=0.4256, pruned_loss=0.1937, over 2466126.09 frames. utt_duration=1227 frames, utt_pad_proportion=0.06485, over 8052.70 utterances.], giga_tot_loss[loss=0.3475, simple_loss=0.3901, pruned_loss=0.1524, over 2476056.23 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07391, over 22258.98 utterances.], batch size: 58, lr: 1.59e-03
2022-08-20 10:38:53,747 INFO [train.py:927] (6/8) Epoch 1, batch 17100, libri_loss[loss=0.3666, simple_loss=0.4055, pruned_loss=0.1639, over 12287.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006181, over 32.00 utterances.], tot_loss[loss=0.3462, simple_loss=0.3908, pruned_loss=0.1508, over 2474451.54 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06957, over 19639.99 utterances.], libri_tot_loss[loss=0.3996, simple_loss=0.4263, pruned_loss=0.1922, over 2465770.55 frames. utt_duration=1234 frames, utt_pad_proportion=0.06333, over 8005.65 utterances.], giga_tot_loss[loss=0.3437, simple_loss=0.388, pruned_loss=0.1497, over 2475908.42 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07147, over 21573.99 utterances.], batch size: 32, lr: 1.59e-03
2022-08-20 10:40:36,784 INFO [train.py:927] (6/8) Epoch 1, batch 17150, giga_loss[loss=0.3346, simple_loss=0.3792, pruned_loss=0.145, over 12409.00 frames. utt_duration=513.3 frames, utt_pad_proportion=0.02792, over 97.00 utterances.], tot_loss[loss=0.3476, simple_loss=0.3904, pruned_loss=0.1525, over 2473862.54 frames. utt_duration=485.8 frames, utt_pad_proportion=0.0764, over 20432.47 utterances.], libri_tot_loss[loss=0.3986, simple_loss=0.4253, pruned_loss=0.1915, over 2466008.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.06188, over 7996.73 utterances.], giga_tot_loss[loss=0.3448, simple_loss=0.3879, pruned_loss=0.1509, over 2475070.03 frames. utt_duration=444 frames, utt_pad_proportion=0.07789, over 22371.33 utterances.], batch size: 97, lr: 1.59e-03
2022-08-20 10:42:20,491 INFO [train.py:927] (6/8) Epoch 1, batch 17200, giga_loss[loss=0.2753, simple_loss=0.3305, pruned_loss=0.1101, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02804, over 45.00 utterances.], tot_loss[loss=0.3415, simple_loss=0.3846, pruned_loss=0.1491, over 2474318.73 frames. utt_duration=510.8 frames, utt_pad_proportion=0.07086, over 19432.80 utterances.], libri_tot_loss[loss=0.3968, simple_loss=0.4237, pruned_loss=0.1902, over 2466311.11 frames. utt_duration=1236 frames, utt_pad_proportion=0.06022, over 7992.72 utterances.], giga_tot_loss[loss=0.3388, simple_loss=0.3826, pruned_loss=0.1475, over 2475398.58 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07334, over 21505.62 utterances.], batch size: 45, lr: 1.59e-03
2022-08-20 10:44:07,394 INFO [train.py:927] (6/8) Epoch 1, batch 17250, libri_loss[loss=0.3917, simple_loss=0.4267, pruned_loss=0.1784, over 12426.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03559, over 46.00 utterances.], tot_loss[loss=0.3413, simple_loss=0.3834, pruned_loss=0.1496, over 2474653.95 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06908, over 19487.87 utterances.], libri_tot_loss[loss=0.3957, simple_loss=0.4226, pruned_loss=0.1895, over 2466645.31 frames. utt_duration=1240 frames, utt_pad_proportion=0.05915, over 7963.56 utterances.], giga_tot_loss[loss=0.3385, simple_loss=0.3816, pruned_loss=0.1477, over 2475429.98 frames. utt_duration=462 frames, utt_pad_proportion=0.07167, over 21500.06 utterances.], batch size: 46, lr: 1.58e-03
2022-08-20 10:45:51,420 INFO [train.py:927] (6/8) Epoch 1, batch 17300, giga_loss[loss=0.2882, simple_loss=0.3576, pruned_loss=0.1094, over 12426.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03819, over 133.00 utterances.], tot_loss[loss=0.3403, simple_loss=0.3832, pruned_loss=0.1487, over 2474743.91 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07902, over 21566.69 utterances.], libri_tot_loss[loss=0.3951, simple_loss=0.4221, pruned_loss=0.189, over 2466697.45 frames. utt_duration=1227 frames, utt_pad_proportion=0.06242, over 8049.18 utterances.], giga_tot_loss[loss=0.337, simple_loss=0.3811, pruned_loss=0.1464, over 2475581.89 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07941, over 23495.04 utterances.], batch size: 133, lr: 1.58e-03
2022-08-20 10:47:33,066 INFO [train.py:927] (6/8) Epoch 1, batch 17350, giga_loss[loss=0.2904, simple_loss=0.3542, pruned_loss=0.1133, over 12409.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06319, over 183.00 utterances.], tot_loss[loss=0.3329, simple_loss=0.3793, pruned_loss=0.1432, over 2475681.20 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07345, over 21829.90 utterances.], libri_tot_loss[loss=0.3949, simple_loss=0.4214, pruned_loss=0.1891, over 2466850.08 frames. utt_duration=1230 frames, utt_pad_proportion=0.06172, over 8031.50 utterances.], giga_tot_loss[loss=0.3296, simple_loss=0.3777, pruned_loss=0.1407, over 2476322.08 frames. utt_duration=422 frames, utt_pad_proportion=0.07442, over 23552.24 utterances.], batch size: 183, lr: 1.58e-03
2022-08-20 10:49:17,330 INFO [train.py:927] (6/8) Epoch 1, batch 17400, libri_loss[loss=0.3505, simple_loss=0.3878, pruned_loss=0.1566, over 12394.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00581, over 34.00 utterances.], tot_loss[loss=0.3286, simple_loss=0.3764, pruned_loss=0.1404, over 2476231.93 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07578, over 22685.25 utterances.], libri_tot_loss[loss=0.3978, simple_loss=0.4224, pruned_loss=0.1914, over 2467160.44 frames. utt_duration=1232 frames, utt_pad_proportion=0.06098, over 8019.07 utterances.], giga_tot_loss[loss=0.3223, simple_loss=0.3735, pruned_loss=0.1355, over 2476574.60 frames. utt_duration=409.6 frames, utt_pad_proportion=0.0767, over 24271.42 utterances.], batch size: 34, lr: 1.58e-03
2022-08-20 10:50:59,691 INFO [train.py:927] (6/8) Epoch 1, batch 17450, giga_loss[loss=0.2379, simple_loss=0.3161, pruned_loss=0.07982, over 12448.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04373, over 31.00 utterances.], tot_loss[loss=0.3217, simple_loss=0.3731, pruned_loss=0.1352, over 2476698.30 frames. utt_duration=420.3 frames, utt_pad_proportion=0.07745, over 23650.79 utterances.], libri_tot_loss[loss=0.3978, simple_loss=0.4225, pruned_loss=0.1913, over 2467358.72 frames. utt_duration=1219 frames, utt_pad_proportion=0.06511, over 8103.94 utterances.], giga_tot_loss[loss=0.3157, simple_loss=0.37, pruned_loss=0.1307, over 2476915.61 frames. utt_duration=397 frames, utt_pad_proportion=0.07696, over 25046.43 utterances.], batch size: 31, lr: 1.57e-03
2022-08-20 10:52:41,910 INFO [train.py:927] (6/8) Epoch 1, batch 17500, giga_loss[loss=0.2917, simple_loss=0.3574, pruned_loss=0.113, over 12370.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.3145, simple_loss=0.3684, pruned_loss=0.1303, over 2476473.77 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07787, over 23693.74 utterances.], libri_tot_loss[loss=0.3974, simple_loss=0.4225, pruned_loss=0.1909, over 2467301.27 frames. utt_duration=1221 frames, utt_pad_proportion=0.06438, over 8095.39 utterances.], giga_tot_loss[loss=0.3089, simple_loss=0.3653, pruned_loss=0.1263, over 2476831.88 frames. utt_duration=397.2 frames, utt_pad_proportion=0.07775, over 25031.28 utterances.], batch size: 91, lr: 1.57e-03
2022-08-20 10:54:24,444 INFO [train.py:927] (6/8) Epoch 1, batch 17550, giga_loss[loss=0.2669, simple_loss=0.3482, pruned_loss=0.09275, over 12389.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.3094, simple_loss=0.365, pruned_loss=0.1269, over 2476297.58 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07697, over 23509.62 utterances.], libri_tot_loss[loss=0.3956, simple_loss=0.421, pruned_loss=0.1896, over 2467383.48 frames. utt_duration=1213 frames, utt_pad_proportion=0.06754, over 8146.47 utterances.], giga_tot_loss[loss=0.3042, simple_loss=0.3623, pruned_loss=0.1231, over 2476755.00 frames. utt_duration=398.3 frames, utt_pad_proportion=0.076, over 24966.63 utterances.], batch size: 58, lr: 1.57e-03
2022-08-20 10:56:09,434 INFO [train.py:927] (6/8) Epoch 1, batch 17600, giga_loss[loss=0.2956, simple_loss=0.3611, pruned_loss=0.1151, over 12376.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03988, over 113.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3604, pruned_loss=0.1217, over 2475566.68 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07594, over 23252.03 utterances.], libri_tot_loss[loss=0.3947, simple_loss=0.4205, pruned_loss=0.1889, over 2467238.88 frames. utt_duration=1216 frames, utt_pad_proportion=0.0668, over 8124.36 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3579, pruned_loss=0.1185, over 2476154.26 frames. utt_duration=403.7 frames, utt_pad_proportion=0.07546, over 24624.82 utterances.], batch size: 113, lr: 1.57e-03
2022-08-20 10:57:49,702 INFO [train.py:927] (6/8) Epoch 1, batch 17650, giga_loss[loss=0.262, simple_loss=0.3264, pruned_loss=0.09884, over 12337.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.03092, over 51.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.3593, pruned_loss=0.1181, over 2475730.42 frames. utt_duration=417.1 frames, utt_pad_proportion=0.0765, over 23825.55 utterances.], libri_tot_loss[loss=0.3955, simple_loss=0.4233, pruned_loss=0.1881, over 2467339.05 frames. utt_duration=1209 frames, utt_pad_proportion=0.07034, over 8173.71 utterances.], giga_tot_loss[loss=0.2911, simple_loss=0.3533, pruned_loss=0.1144, over 2476347.30 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07523, over 25289.03 utterances.], batch size: 51, lr: 1.57e-03
2022-08-20 10:59:36,413 INFO [train.py:927] (6/8) Epoch 1, batch 17700, giga_loss[loss=0.292, simple_loss=0.3604, pruned_loss=0.1118, over 12372.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04251, over 133.00 utterances.], tot_loss[loss=0.2931, simple_loss=0.3555, pruned_loss=0.1154, over 2475561.38 frames. utt_duration=421.3 frames, utt_pad_proportion=0.07401, over 23587.41 utterances.], libri_tot_loss[loss=0.395, simple_loss=0.4233, pruned_loss=0.1876, over 2467077.22 frames. utt_duration=1211 frames, utt_pad_proportion=0.06984, over 8156.03 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3501, pruned_loss=0.1123, over 2476379.11 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07329, over 24903.66 utterances.], batch size: 133, lr: 1.56e-03
2022-08-20 11:01:28,410 INFO [train.py:927] (6/8) Epoch 1, batch 17750, giga_loss[loss=0.2377, simple_loss=0.3022, pruned_loss=0.08664, over 12372.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1909, over 363.00 utterances.], tot_loss[loss=0.2945, simple_loss=0.3559, pruned_loss=0.1166, over 2475486.00 frames. utt_duration=425 frames, utt_pad_proportion=0.07512, over 23379.19 utterances.], libri_tot_loss[loss=0.3923, simple_loss=0.4208, pruned_loss=0.1859, over 2466988.44 frames. utt_duration=1222 frames, utt_pad_proportion=0.06747, over 8081.99 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3507, pruned_loss=0.1124, over 2476623.60 frames. utt_duration=394.1 frames, utt_pad_proportion=0.07521, over 25226.02 utterances.], batch size: 363, lr: 1.56e-03
2022-08-20 11:03:29,162 INFO [train.py:927] (6/8) Epoch 1, batch 17800, giga_loss[loss=0.2447, simple_loss=0.3263, pruned_loss=0.08151, over 12354.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02586, over 66.00 utterances.], tot_loss[loss=0.2951, simple_loss=0.3564, pruned_loss=0.1169, over 2475469.16 frames. utt_duration=416 frames, utt_pad_proportion=0.07466, over 23882.20 utterances.], libri_tot_loss[loss=0.391, simple_loss=0.4197, pruned_loss=0.1851, over 2466656.24 frames. utt_duration=1226 frames, utt_pad_proportion=0.06626, over 8056.14 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3519, pruned_loss=0.1127, over 2476877.37 frames. utt_duration=386.2 frames, utt_pad_proportion=0.07515, over 25746.91 utterances.], batch size: 66, lr: 1.56e-03
2022-08-20 11:05:26,968 INFO [train.py:927] (6/8) Epoch 1, batch 17850, giga_loss[loss=0.2845, simple_loss=0.3586, pruned_loss=0.1052, over 12387.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03722, over 113.00 utterances.], tot_loss[loss=0.2934, simple_loss=0.3554, pruned_loss=0.1157, over 2476085.70 frames. utt_duration=399.8 frames, utt_pad_proportion=0.0769, over 24857.47 utterances.], libri_tot_loss[loss=0.3909, simple_loss=0.42, pruned_loss=0.1847, over 2466870.15 frames. utt_duration=1228 frames, utt_pad_proportion=0.06499, over 8043.78 utterances.], giga_tot_loss[loss=0.2862, simple_loss=0.3501, pruned_loss=0.1112, over 2477223.71 frames. utt_duration=372.2 frames, utt_pad_proportion=0.07754, over 26723.20 utterances.], batch size: 113, lr: 1.56e-03
2022-08-20 11:07:40,380 INFO [train.py:927] (6/8) Epoch 1, batch 17900, giga_loss[loss=0.2979, simple_loss=0.3538, pruned_loss=0.121, over 12395.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04131, over 133.00 utterances.], tot_loss[loss=0.2885, simple_loss=0.3515, pruned_loss=0.1128, over 2476691.46 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07224, over 24657.70 utterances.], libri_tot_loss[loss=0.3911, simple_loss=0.4202, pruned_loss=0.1849, over 2466934.42 frames. utt_duration=1230 frames, utt_pad_proportion=0.06453, over 8035.34 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3465, pruned_loss=0.1084, over 2477614.28 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07318, over 26290.94 utterances.], batch size: 133, lr: 1.56e-03
2022-08-20 11:09:35,454 INFO [train.py:927] (6/8) Epoch 1, batch 17950, giga_loss[loss=0.2624, simple_loss=0.3379, pruned_loss=0.09347, over 12400.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.02848, over 62.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.3495, pruned_loss=0.1114, over 2476575.35 frames. utt_duration=406.6 frames, utt_pad_proportion=0.07003, over 24440.26 utterances.], libri_tot_loss[loss=0.3915, simple_loss=0.4208, pruned_loss=0.1849, over 2466869.79 frames. utt_duration=1233 frames, utt_pad_proportion=0.06381, over 8014.95 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3441, pruned_loss=0.1069, over 2477481.01 frames. utt_duration=382.9 frames, utt_pad_proportion=0.07113, over 25970.07 utterances.], batch size: 62, lr: 1.55e-03
2022-08-20 11:11:38,958 INFO [train.py:927] (6/8) Epoch 1, batch 18000, giga_loss[loss=0.3059, simple_loss=0.3591, pruned_loss=0.1264, over 12412.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03869, over 105.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.3526, pruned_loss=0.112, over 2476680.95 frames. utt_duration=417.9 frames, utt_pad_proportion=0.0649, over 23777.25 utterances.], libri_tot_loss[loss=0.3917, simple_loss=0.4215, pruned_loss=0.1847, over 2466484.30 frames. utt_duration=1235 frames, utt_pad_proportion=0.06322, over 7999.74 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3468, pruned_loss=0.1077, over 2477904.05 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06625, over 25226.92 utterances.], batch size: 105, lr: 1.55e-03
2022-08-20 11:11:38,959 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 11:11:55,524 INFO [train.py:967] (6/8) Epoch 1, validation: loss=0.2563, simple_loss=0.3582, pruned_loss=0.07721, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 11:14:07,144 INFO [train.py:927] (6/8) Epoch 1, batch 18050, giga_loss[loss=0.3043, simple_loss=0.371, pruned_loss=0.1188, over 12447.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03721, over 133.00 utterances.], tot_loss[loss=0.2879, simple_loss=0.3512, pruned_loss=0.1123, over 2477271.30 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06728, over 24861.18 utterances.], libri_tot_loss[loss=0.3905, simple_loss=0.4205, pruned_loss=0.1839, over 2466426.60 frames. utt_duration=1239 frames, utt_pad_proportion=0.06232, over 7974.93 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3462, pruned_loss=0.1083, over 2478476.24 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06843, over 26321.50 utterances.], batch size: 133, lr: 1.55e-03
2022-08-20 11:16:05,148 INFO [train.py:927] (6/8) Epoch 1, batch 18100, giga_loss[loss=0.3006, simple_loss=0.3651, pruned_loss=0.118, over 12364.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02779, over 91.00 utterances.], tot_loss[loss=0.2897, simple_loss=0.3533, pruned_loss=0.1131, over 2477429.11 frames. utt_duration=402.3 frames, utt_pad_proportion=0.0692, over 24706.86 utterances.], libri_tot_loss[loss=0.3898, simple_loss=0.4196, pruned_loss=0.1835, over 2466549.19 frames. utt_duration=1217 frames, utt_pad_proportion=0.06934, over 8115.72 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.348, pruned_loss=0.1079, over 2478618.19 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06799, over 26269.94 utterances.], batch size: 91, lr: 1.55e-03
2022-08-20 11:18:02,631 INFO [train.py:927] (6/8) Epoch 1, batch 18150, giga_loss[loss=0.2786, simple_loss=0.3542, pruned_loss=0.1015, over 12428.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.0374, over 105.00 utterances.], tot_loss[loss=0.2878, simple_loss=0.3531, pruned_loss=0.1112, over 2477565.94 frames. utt_duration=395.7 frames, utt_pad_proportion=0.068, over 25121.15 utterances.], libri_tot_loss[loss=0.3878, simple_loss=0.418, pruned_loss=0.1822, over 2466656.44 frames. utt_duration=1225 frames, utt_pad_proportion=0.06785, over 8066.82 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3485, pruned_loss=0.1063, over 2478733.30 frames. utt_duration=369.9 frames, utt_pad_proportion=0.06752, over 26895.65 utterances.], batch size: 105, lr: 1.55e-03
2022-08-20 11:20:07,959 INFO [train.py:927] (6/8) Epoch 1, batch 18200, libri_loss[loss=0.3129, simple_loss=0.3547, pruned_loss=0.1356, over 12429.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.006846, over 30.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.3517, pruned_loss=0.1105, over 2477553.60 frames. utt_duration=384.4 frames, utt_pad_proportion=0.07208, over 25863.77 utterances.], libri_tot_loss[loss=0.3867, simple_loss=0.417, pruned_loss=0.1815, over 2466335.88 frames. utt_duration=1230 frames, utt_pad_proportion=0.06659, over 8032.46 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3474, pruned_loss=0.1056, over 2479010.09 frames. utt_duration=359.1 frames, utt_pad_proportion=0.07184, over 27707.94 utterances.], batch size: 30, lr: 1.54e-03
2022-08-20 11:22:31,995 INFO [train.py:927] (6/8) Epoch 1, batch 18250, giga_loss[loss=0.3048, simple_loss=0.363, pruned_loss=0.1233, over 12419.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07746, over 213.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.3512, pruned_loss=0.1106, over 2477996.44 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06972, over 25125.68 utterances.], libri_tot_loss[loss=0.3869, simple_loss=0.4171, pruned_loss=0.1816, over 2466599.78 frames. utt_duration=1218 frames, utt_pad_proportion=0.06996, over 8112.97 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3468, pruned_loss=0.1057, over 2479055.98 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06866, over 26738.79 utterances.], batch size: 213, lr: 1.54e-03
2022-08-20 11:24:33,568 INFO [train.py:927] (6/8) Epoch 1, batch 18300, libri_loss[loss=0.3034, simple_loss=0.3505, pruned_loss=0.1282, over 12466.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00878, over 29.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3482, pruned_loss=0.109, over 2478038.72 frames. utt_duration=400 frames, utt_pad_proportion=0.06761, over 24855.85 utterances.], libri_tot_loss[loss=0.3857, simple_loss=0.4162, pruned_loss=0.1808, over 2466762.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.06846, over 8072.12 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3437, pruned_loss=0.1038, over 2479039.60 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06727, over 26654.27 utterances.], batch size: 29, lr: 1.54e-03
2022-08-20 11:26:42,376 INFO [train.py:927] (6/8) Epoch 1, batch 18350, giga_loss[loss=0.2055, simple_loss=0.2865, pruned_loss=0.06221, over 12441.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.04238, over 26.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3463, pruned_loss=0.1083, over 2477967.22 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06422, over 24291.58 utterances.], libri_tot_loss[loss=0.3846, simple_loss=0.4152, pruned_loss=0.1801, over 2466751.68 frames. utt_duration=1226 frames, utt_pad_proportion=0.06752, over 8055.68 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3424, pruned_loss=0.1036, over 2479001.20 frames. utt_duration=382.1 frames, utt_pad_proportion=0.0644, over 26028.85 utterances.], batch size: 26, lr: 1.54e-03
2022-08-20 11:28:46,355 INFO [train.py:927] (6/8) Epoch 1, batch 18400, giga_loss[loss=0.2842, simple_loss=0.3389, pruned_loss=0.1148, over 12468.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03305, over 86.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3493, pruned_loss=0.111, over 2477747.53 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06653, over 24433.14 utterances.], libri_tot_loss[loss=0.3827, simple_loss=0.4135, pruned_loss=0.179, over 2466234.89 frames. utt_duration=1234 frames, utt_pad_proportion=0.06608, over 8002.59 utterances.], giga_tot_loss[loss=0.2783, simple_loss=0.3453, pruned_loss=0.1056, over 2479434.61 frames. utt_duration=376 frames, utt_pad_proportion=0.06692, over 26461.08 utterances.], batch size: 86, lr: 1.54e-03
2022-08-20 11:30:40,485 INFO [train.py:927] (6/8) Epoch 1, batch 18450, giga_loss[loss=0.2722, simple_loss=0.3427, pruned_loss=0.1009, over 12372.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03106, over 58.00 utterances.], tot_loss[loss=0.2864, simple_loss=0.3486, pruned_loss=0.1121, over 2477293.94 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06568, over 24273.16 utterances.], libri_tot_loss[loss=0.3833, simple_loss=0.4132, pruned_loss=0.1797, over 2465940.24 frames. utt_duration=1236 frames, utt_pad_proportion=0.06534, over 7989.60 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3448, pruned_loss=0.1063, over 2479075.28 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06625, over 26126.52 utterances.], batch size: 58, lr: 1.53e-03
2022-08-20 11:32:54,590 INFO [train.py:927] (6/8) Epoch 1, batch 18500, giga_loss[loss=0.2721, simple_loss=0.3453, pruned_loss=0.09945, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04589, over 146.00 utterances.], tot_loss[loss=0.2863, simple_loss=0.3496, pruned_loss=0.1114, over 2477796.06 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06494, over 24278.21 utterances.], libri_tot_loss[loss=0.3834, simple_loss=0.4132, pruned_loss=0.1797, over 2466044.11 frames. utt_duration=1233 frames, utt_pad_proportion=0.06553, over 8011.58 utterances.], giga_tot_loss[loss=0.2793, simple_loss=0.3461, pruned_loss=0.1062, over 2479219.48 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06541, over 25861.71 utterances.], batch size: 146, lr: 1.53e-03
2022-08-20 11:35:11,299 INFO [train.py:927] (6/8) Epoch 1, batch 18550, giga_loss[loss=0.2472, simple_loss=0.3119, pruned_loss=0.09126, over 12387.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07534, over 212.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.348, pruned_loss=0.1102, over 2477663.40 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06812, over 24396.12 utterances.], libri_tot_loss[loss=0.3827, simple_loss=0.4127, pruned_loss=0.1792, over 2466166.56 frames. utt_duration=1231 frames, utt_pad_proportion=0.06548, over 8026.27 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3445, pruned_loss=0.1053, over 2478875.34 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06835, over 25915.95 utterances.], batch size: 212, lr: 1.53e-03
2022-08-20 11:37:17,866 INFO [train.py:927] (6/8) Epoch 1, batch 18600, giga_loss[loss=0.2865, simple_loss=0.3451, pruned_loss=0.1139, over 12414.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.02877, over 122.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3431, pruned_loss=0.1076, over 2477550.10 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06602, over 24250.51 utterances.], libri_tot_loss[loss=0.3825, simple_loss=0.4131, pruned_loss=0.1788, over 2466186.13 frames. utt_duration=1233 frames, utt_pad_proportion=0.06462, over 8010.76 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3388, pruned_loss=0.1029, over 2478697.12 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06655, over 25760.93 utterances.], batch size: 122, lr: 1.53e-03
2022-08-20 11:39:09,258 INFO [train.py:927] (6/8) Epoch 1, batch 18650, giga_loss[loss=0.3103, simple_loss=0.3709, pruned_loss=0.1249, over 12410.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04361, over 146.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3444, pruned_loss=0.1094, over 2476685.69 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06614, over 23920.48 utterances.], libri_tot_loss[loss=0.3823, simple_loss=0.4126, pruned_loss=0.1787, over 2466206.66 frames. utt_duration=1235 frames, utt_pad_proportion=0.06353, over 8000.55 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3399, pruned_loss=0.1042, over 2477840.25 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06689, over 25497.03 utterances.], batch size: 146, lr: 1.53e-03
2022-08-20 11:41:10,111 INFO [train.py:927] (6/8) Epoch 1, batch 18700, giga_loss[loss=0.2438, simple_loss=0.3201, pruned_loss=0.08378, over 12417.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05817, over 182.00 utterances.], tot_loss[loss=0.2765, simple_loss=0.3412, pruned_loss=0.106, over 2476445.77 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06598, over 23870.58 utterances.], libri_tot_loss[loss=0.3813, simple_loss=0.4119, pruned_loss=0.178, over 2466245.27 frames. utt_duration=1235 frames, utt_pad_proportion=0.06312, over 7997.92 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3366, pruned_loss=0.1008, over 2477566.13 frames. utt_duration=390 frames, utt_pad_proportion=0.06669, over 25487.58 utterances.], batch size: 182, lr: 1.52e-03
2022-08-20 11:43:19,993 INFO [train.py:927] (6/8) Epoch 1, batch 18750, giga_loss[loss=0.2466, simple_loss=0.3231, pruned_loss=0.08499, over 12380.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3389, pruned_loss=0.1043, over 2476819.82 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06381, over 24239.21 utterances.], libri_tot_loss[loss=0.38, simple_loss=0.4111, pruned_loss=0.1771, over 2466108.07 frames. utt_duration=1237 frames, utt_pad_proportion=0.06217, over 7983.14 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3344, pruned_loss=0.09942, over 2478064.16 frames. utt_duration=384 frames, utt_pad_proportion=0.06479, over 25895.70 utterances.], batch size: 91, lr: 1.52e-03
2022-08-20 11:45:26,550 INFO [train.py:927] (6/8) Epoch 1, batch 18800, giga_loss[loss=0.2355, simple_loss=0.312, pruned_loss=0.07956, over 12364.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.02835, over 62.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3383, pruned_loss=0.1041, over 2476414.51 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06495, over 23794.55 utterances.], libri_tot_loss[loss=0.3802, simple_loss=0.4109, pruned_loss=0.1773, over 2465866.90 frames. utt_duration=1241 frames, utt_pad_proportion=0.06156, over 7955.84 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3333, pruned_loss=0.09852, over 2477827.75 frames. utt_duration=389.9 frames, utt_pad_proportion=0.06591, over 25495.14 utterances.], batch size: 62, lr: 1.52e-03
2022-08-20 11:47:20,564 INFO [train.py:927] (6/8) Epoch 1, batch 18850, giga_loss[loss=0.225, simple_loss=0.3159, pruned_loss=0.067, over 12394.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02672, over 66.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3358, pruned_loss=0.1023, over 2476906.32 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06615, over 24458.27 utterances.], libri_tot_loss[loss=0.38, simple_loss=0.4108, pruned_loss=0.1771, over 2465657.57 frames. utt_duration=1242 frames, utt_pad_proportion=0.06134, over 7948.06 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3319, pruned_loss=0.09776, over 2478216.79 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06688, over 25856.55 utterances.], batch size: 66, lr: 1.52e-03
2022-08-20 11:49:15,125 INFO [train.py:927] (6/8) Epoch 1, batch 18900, giga_loss[loss=0.2874, simple_loss=0.3527, pruned_loss=0.111, over 12382.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06093, over 182.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3459, pruned_loss=0.106, over 2477289.09 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06733, over 24544.01 utterances.], libri_tot_loss[loss=0.385, simple_loss=0.4166, pruned_loss=0.1792, over 2465836.53 frames. utt_duration=1239 frames, utt_pad_proportion=0.06109, over 7967.30 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3358, pruned_loss=0.09883, over 2478443.40 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06796, over 26007.86 utterances.], batch size: 182, lr: 1.52e-03
2022-08-20 11:51:10,925 INFO [train.py:927] (6/8) Epoch 1, batch 18950, giga_loss[loss=0.298, simple_loss=0.3479, pruned_loss=0.1241, over 12409.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09699, over 256.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3464, pruned_loss=0.1067, over 2477120.08 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06635, over 24453.03 utterances.], libri_tot_loss[loss=0.3837, simple_loss=0.4154, pruned_loss=0.1784, over 2465824.81 frames. utt_duration=1245 frames, utt_pad_proportion=0.05981, over 7931.83 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3375, pruned_loss=0.09966, over 2478361.49 frames. utt_duration=380.8 frames, utt_pad_proportion=0.0673, over 26112.26 utterances.], batch size: 256, lr: 1.52e-03
2022-08-20 11:53:09,713 INFO [train.py:927] (6/8) Epoch 1, batch 19000, giga_loss[loss=0.2536, simple_loss=0.3305, pruned_loss=0.08833, over 12375.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02765, over 85.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3439, pruned_loss=0.1058, over 2476957.41 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06745, over 24529.61 utterances.], libri_tot_loss[loss=0.3835, simple_loss=0.4149, pruned_loss=0.1783, over 2465618.65 frames. utt_duration=1234 frames, utt_pad_proportion=0.0633, over 8003.75 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.336, pruned_loss=0.09906, over 2478308.03 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06728, over 26069.83 utterances.], batch size: 85, lr: 1.51e-03
2022-08-20 11:55:09,656 INFO [train.py:927] (6/8) Epoch 1, batch 19050, giga_loss[loss=0.2399, simple_loss=0.3035, pruned_loss=0.08813, over 12424.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07356, over 213.00 utterances.], tot_loss[loss=0.2757, simple_loss=0.341, pruned_loss=0.1052, over 2477230.76 frames. utt_duration=403.5 frames, utt_pad_proportion=0.07011, over 24628.60 utterances.], libri_tot_loss[loss=0.382, simple_loss=0.4138, pruned_loss=0.1774, over 2465626.85 frames. utt_duration=1230 frames, utt_pad_proportion=0.06344, over 8030.75 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3341, pruned_loss=0.09901, over 2478535.84 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06985, over 26197.90 utterances.], batch size: 213, lr: 1.51e-03
2022-08-20 11:57:17,823 INFO [train.py:927] (6/8) Epoch 1, batch 19100, giga_loss[loss=0.301, simple_loss=0.3483, pruned_loss=0.1269, over 12402.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3436, pruned_loss=0.106, over 2477572.12 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06836, over 24596.80 utterances.], libri_tot_loss[loss=0.3814, simple_loss=0.4135, pruned_loss=0.1769, over 2465785.31 frames. utt_duration=1221 frames, utt_pad_proportion=0.06645, over 8091.20 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3367, pruned_loss=0.09989, over 2478730.17 frames. utt_duration=380.2 frames, utt_pad_proportion=0.06733, over 26160.08 utterances.], batch size: 257, lr: 1.51e-03
2022-08-20 11:59:10,717 INFO [train.py:927] (6/8) Epoch 1, batch 19150, giga_loss[loss=0.2829, simple_loss=0.3679, pruned_loss=0.09896, over 12420.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03738, over 105.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3462, pruned_loss=0.1079, over 2477459.99 frames. utt_duration=405 frames, utt_pad_proportion=0.06679, over 24542.75 utterances.], libri_tot_loss[loss=0.3814, simple_loss=0.4137, pruned_loss=0.1768, over 2465825.03 frames. utt_duration=1222 frames, utt_pad_proportion=0.0654, over 8081.76 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3386, pruned_loss=0.1011, over 2478670.86 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06638, over 26270.28 utterances.], batch size: 105, lr: 1.51e-03
2022-08-20 12:01:09,520 INFO [train.py:927] (6/8) Epoch 1, batch 19200, giga_loss[loss=0.2638, simple_loss=0.3445, pruned_loss=0.09158, over 12382.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02764, over 91.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3503, pruned_loss=0.1093, over 2477888.68 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06342, over 24399.98 utterances.], libri_tot_loss[loss=0.3818, simple_loss=0.4141, pruned_loss=0.1769, over 2465987.73 frames. utt_duration=1219 frames, utt_pad_proportion=0.06527, over 8103.98 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3427, pruned_loss=0.1027, over 2478921.69 frames. utt_duration=381.9 frames, utt_pad_proportion=0.06333, over 26043.11 utterances.], batch size: 91, lr: 1.51e-03
2022-08-20 12:03:22,520 INFO [train.py:927] (6/8) Epoch 1, batch 19250, giga_loss[loss=0.251, simple_loss=0.3231, pruned_loss=0.08943, over 12468.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03432, over 86.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.3489, pruned_loss=0.1098, over 2477616.15 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06438, over 24036.74 utterances.], libri_tot_loss[loss=0.3797, simple_loss=0.4121, pruned_loss=0.1756, over 2465977.03 frames. utt_duration=1211 frames, utt_pad_proportion=0.0684, over 8154.50 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3417, pruned_loss=0.1026, over 2478994.99 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06327, over 26033.26 utterances.], batch size: 86, lr: 1.50e-03
2022-08-20 12:05:19,681 INFO [train.py:927] (6/8) Epoch 1, batch 19300, giga_loss[loss=0.2467, simple_loss=0.3209, pruned_loss=0.08622, over 12371.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02846, over 91.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3472, pruned_loss=0.1096, over 2477602.71 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06562, over 24529.98 utterances.], libri_tot_loss[loss=0.3789, simple_loss=0.4115, pruned_loss=0.1751, over 2465831.63 frames. utt_duration=1205 frames, utt_pad_proportion=0.0705, over 8195.44 utterances.], giga_tot_loss[loss=0.2726, simple_loss=0.3403, pruned_loss=0.1025, over 2479168.19 frames. utt_duration=374.8 frames, utt_pad_proportion=0.06404, over 26541.30 utterances.], batch size: 91, lr: 1.50e-03
2022-08-20 12:07:26,180 INFO [train.py:927] (6/8) Epoch 1, batch 19350, giga_loss[loss=0.2458, simple_loss=0.3211, pruned_loss=0.08526, over 12419.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03142, over 75.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3443, pruned_loss=0.1085, over 2477442.37 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06926, over 25056.72 utterances.], libri_tot_loss[loss=0.3776, simple_loss=0.4105, pruned_loss=0.1743, over 2465874.89 frames. utt_duration=1208 frames, utt_pad_proportion=0.06947, over 8175.75 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3385, pruned_loss=0.1024, over 2478850.27 frames. utt_duration=368.7 frames, utt_pad_proportion=0.06807, over 26978.31 utterances.], batch size: 75, lr: 1.50e-03
2022-08-20 12:09:22,546 INFO [train.py:927] (6/8) Epoch 1, batch 19400, giga_loss[loss=0.23, simple_loss=0.312, pruned_loss=0.07404, over 12446.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03148, over 80.00 utterances.], tot_loss[loss=0.2785, simple_loss=0.343, pruned_loss=0.107, over 2477508.67 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06937, over 24743.20 utterances.], libri_tot_loss[loss=0.3757, simple_loss=0.4093, pruned_loss=0.1729, over 2465836.93 frames. utt_duration=1214 frames, utt_pad_proportion=0.0674, over 8137.29 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3371, pruned_loss=0.101, over 2479080.70 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06891, over 26906.86 utterances.], batch size: 80, lr: 1.50e-03
2022-08-20 12:11:22,342 INFO [train.py:927] (6/8) Epoch 1, batch 19450, giga_loss[loss=0.252, simple_loss=0.3251, pruned_loss=0.08947, over 12416.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06127, over 211.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3445, pruned_loss=0.1064, over 2478297.31 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06925, over 24648.86 utterances.], libri_tot_loss[loss=0.3751, simple_loss=0.4085, pruned_loss=0.1727, over 2466281.56 frames. utt_duration=1212 frames, utt_pad_proportion=0.0668, over 8147.14 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3387, pruned_loss=0.09994, over 2479467.61 frames. utt_duration=371 frames, utt_pad_proportion=0.06904, over 26819.00 utterances.], batch size: 211, lr: 1.50e-03
2022-08-20 12:13:27,473 INFO [train.py:927] (6/8) Epoch 1, batch 19500, giga_loss[loss=0.2839, simple_loss=0.351, pruned_loss=0.1084, over 12434.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03093, over 80.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3452, pruned_loss=0.1061, over 2477757.41 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07248, over 24820.58 utterances.], libri_tot_loss[loss=0.3755, simple_loss=0.4089, pruned_loss=0.1728, over 2466503.32 frames. utt_duration=1200 frames, utt_pad_proportion=0.07039, over 8235.32 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3385, pruned_loss=0.09907, over 2478811.76 frames. utt_duration=369.5 frames, utt_pad_proportion=0.07119, over 26921.60 utterances.], batch size: 80, lr: 1.50e-03
2022-08-20 12:15:31,726 INFO [train.py:927] (6/8) Epoch 1, batch 19550, giga_loss[loss=0.2662, simple_loss=0.3144, pruned_loss=0.1089, over 12373.00 frames. utt_duration=141.8 frames, utt_pad_proportion=0.1659, over 352.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3461, pruned_loss=0.1062, over 2478147.03 frames. utt_duration=396 frames, utt_pad_proportion=0.07378, over 25110.58 utterances.], libri_tot_loss[loss=0.3755, simple_loss=0.4091, pruned_loss=0.1727, over 2466642.50 frames. utt_duration=1178 frames, utt_pad_proportion=0.07777, over 8385.96 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.339, pruned_loss=0.09909, over 2479159.30 frames. utt_duration=367.4 frames, utt_pad_proportion=0.07077, over 27081.82 utterances.], batch size: 352, lr: 1.49e-03
2022-08-20 12:17:47,472 INFO [train.py:927] (6/8) Epoch 1, batch 19600, giga_loss[loss=0.297, simple_loss=0.3658, pruned_loss=0.1141, over 12407.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04612, over 161.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3459, pruned_loss=0.1049, over 2478012.37 frames. utt_duration=398 frames, utt_pad_proportion=0.07018, over 24978.19 utterances.], libri_tot_loss[loss=0.3749, simple_loss=0.4086, pruned_loss=0.1723, over 2466621.62 frames. utt_duration=1181 frames, utt_pad_proportion=0.07726, over 8363.15 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3402, pruned_loss=0.099, over 2478917.16 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06813, over 26678.79 utterances.], batch size: 161, lr: 1.49e-03
2022-08-20 12:20:09,183 INFO [train.py:927] (6/8) Epoch 1, batch 19650, giga_loss[loss=0.316, simple_loss=0.3782, pruned_loss=0.1269, over 12360.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02969, over 70.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3503, pruned_loss=0.1079, over 2477616.35 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06943, over 25420.11 utterances.], libri_tot_loss[loss=0.3779, simple_loss=0.411, pruned_loss=0.1741, over 2466417.47 frames. utt_duration=1184 frames, utt_pad_proportion=0.07639, over 8345.84 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3429, pruned_loss=0.1007, over 2478639.48 frames. utt_duration=368.4 frames, utt_pad_proportion=0.06808, over 27000.07 utterances.], batch size: 70, lr: 1.49e-03
2022-08-20 12:22:30,521 INFO [train.py:927] (6/8) Epoch 1, batch 19700, giga_loss[loss=0.2831, simple_loss=0.3514, pruned_loss=0.1074, over 12405.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04072, over 133.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.3502, pruned_loss=0.1103, over 2478307.52 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06609, over 24583.56 utterances.], libri_tot_loss[loss=0.3777, simple_loss=0.4102, pruned_loss=0.1743, over 2466716.36 frames. utt_duration=1190 frames, utt_pad_proportion=0.07501, over 8302.65 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3436, pruned_loss=0.1029, over 2479112.98 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06552, over 26266.83 utterances.], batch size: 133, lr: 1.49e-03
2022-08-20 12:24:31,519 INFO [train.py:927] (6/8) Epoch 1, batch 19750, giga_loss[loss=0.2648, simple_loss=0.3324, pruned_loss=0.09856, over 12434.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05712, over 182.00 utterances.], tot_loss[loss=0.2839, simple_loss=0.3488, pruned_loss=0.1096, over 2477940.89 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06428, over 24188.88 utterances.], libri_tot_loss[loss=0.3769, simple_loss=0.4093, pruned_loss=0.1738, over 2466878.30 frames. utt_duration=1191 frames, utt_pad_proportion=0.07401, over 8294.43 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3426, pruned_loss=0.1023, over 2478753.60 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06414, over 25991.51 utterances.], batch size: 182, lr: 1.49e-03
2022-08-20 12:26:31,951 INFO [train.py:927] (6/8) Epoch 1, batch 19800, giga_loss[loss=0.3104, simple_loss=0.369, pruned_loss=0.1259, over 12414.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3488, pruned_loss=0.1089, over 2477457.79 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06503, over 24125.61 utterances.], libri_tot_loss[loss=0.3755, simple_loss=0.4081, pruned_loss=0.173, over 2466770.34 frames. utt_duration=1196 frames, utt_pad_proportion=0.07295, over 8263.85 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3439, pruned_loss=0.1027, over 2478398.04 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06516, over 25882.81 utterances.], batch size: 182, lr: 1.48e-03
2022-08-20 12:28:23,035 INFO [train.py:927] (6/8) Epoch 1, batch 19850, giga_loss[loss=0.2894, simple_loss=0.3393, pruned_loss=0.1197, over 12389.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09441, over 255.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3464, pruned_loss=0.1073, over 2477017.62 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07049, over 25259.69 utterances.], libri_tot_loss[loss=0.3754, simple_loss=0.4084, pruned_loss=0.1728, over 2466469.04 frames. utt_duration=1197 frames, utt_pad_proportion=0.07248, over 8249.87 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3414, pruned_loss=0.1017, over 2478204.22 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07041, over 26894.84 utterances.], batch size: 255, lr: 1.48e-03
2022-08-20 12:30:18,389 INFO [train.py:927] (6/8) Epoch 1, batch 19900, giga_loss[loss=0.3113, simple_loss=0.3781, pruned_loss=0.1222, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04444, over 34.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3489, pruned_loss=0.1086, over 2477074.65 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06584, over 24198.94 utterances.], libri_tot_loss[loss=0.3751, simple_loss=0.4083, pruned_loss=0.1724, over 2466493.94 frames. utt_duration=1199 frames, utt_pad_proportion=0.07174, over 8239.09 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3443, pruned_loss=0.1037, over 2478140.70 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06622, over 25724.71 utterances.], batch size: 34, lr: 1.48e-03
2022-08-20 12:32:00,382 INFO [train.py:927] (6/8) Epoch 1, batch 19950, giga_loss[loss=0.3288, simple_loss=0.3963, pruned_loss=0.1306, over 12384.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.02724, over 51.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3576, pruned_loss=0.1146, over 2476134.07 frames. utt_duration=442.8 frames, utt_pad_proportion=0.06239, over 22430.26 utterances.], libri_tot_loss[loss=0.3737, simple_loss=0.4072, pruned_loss=0.1716, over 2466518.29 frames. utt_duration=1204 frames, utt_pad_proportion=0.07048, over 8202.53 utterances.], giga_tot_loss[loss=0.2868, simple_loss=0.3536, pruned_loss=0.11, over 2477165.06 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06326, over 24027.95 utterances.], batch size: 51, lr: 1.48e-03
2022-08-20 12:33:42,922 INFO [train.py:927] (6/8) Epoch 1, batch 20000, giga_loss[loss=0.2837, simple_loss=0.3454, pruned_loss=0.111, over 12417.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04234, over 146.00 utterances.], tot_loss[loss=0.2937, simple_loss=0.3568, pruned_loss=0.1153, over 2475719.72 frames. utt_duration=461.3 frames, utt_pad_proportion=0.0608, over 21525.39 utterances.], libri_tot_loss[loss=0.3742, simple_loss=0.4074, pruned_loss=0.1719, over 2466501.25 frames. utt_duration=1191 frames, utt_pad_proportion=0.0739, over 8291.97 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3526, pruned_loss=0.1104, over 2476711.48 frames. utt_duration=432.8 frames, utt_pad_proportion=0.06037, over 22958.62 utterances.], batch size: 146, lr: 1.48e-03
2022-08-20 12:35:30,232 INFO [train.py:927] (6/8) Epoch 1, batch 20050, giga_loss[loss=0.2204, simple_loss=0.2881, pruned_loss=0.07641, over 12383.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04091, over 133.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3504, pruned_loss=0.1125, over 2475497.47 frames. utt_duration=484.6 frames, utt_pad_proportion=0.06374, over 20491.06 utterances.], libri_tot_loss[loss=0.3755, simple_loss=0.4089, pruned_loss=0.1725, over 2466838.41 frames. utt_duration=1178 frames, utt_pad_proportion=0.07728, over 8386.46 utterances.], giga_tot_loss[loss=0.279, simple_loss=0.3446, pruned_loss=0.1067, over 2476189.56 frames. utt_duration=455 frames, utt_pad_proportion=0.06198, over 21830.84 utterances.], batch size: 133, lr: 1.48e-03
2022-08-20 12:37:12,735 INFO [train.py:927] (6/8) Epoch 1, batch 20100, giga_loss[loss=0.2236, simple_loss=0.2929, pruned_loss=0.07711, over 12294.00 frames. utt_duration=965.4 frames, utt_pad_proportion=0.0365, over 51.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3408, pruned_loss=0.1087, over 2474885.81 frames. utt_duration=479.8 frames, utt_pad_proportion=0.06687, over 20693.03 utterances.], libri_tot_loss[loss=0.3747, simple_loss=0.4082, pruned_loss=0.172, over 2466803.11 frames. utt_duration=1171 frames, utt_pad_proportion=0.0799, over 8435.50 utterances.], giga_tot_loss[loss=0.271, simple_loss=0.3354, pruned_loss=0.1032, over 2475669.20 frames. utt_duration=451.6 frames, utt_pad_proportion=0.06441, over 21995.83 utterances.], batch size: 51, lr: 1.47e-03
2022-08-20 12:38:55,500 INFO [train.py:927] (6/8) Epoch 1, batch 20150, giga_loss[loss=0.2581, simple_loss=0.3084, pruned_loss=0.1039, over 12358.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3338, pruned_loss=0.1059, over 2474586.30 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06507, over 19838.18 utterances.], libri_tot_loss[loss=0.3738, simple_loss=0.4073, pruned_loss=0.1714, over 2467017.56 frames. utt_duration=1174 frames, utt_pad_proportion=0.07848, over 8417.81 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.328, pruned_loss=0.09988, over 2475265.88 frames. utt_duration=466.4 frames, utt_pad_proportion=0.06348, over 21290.51 utterances.], batch size: 97, lr: 1.47e-03
2022-08-20 12:40:36,079 INFO [train.py:927] (6/8) Epoch 1, batch 20200, giga_loss[loss=0.2166, simple_loss=0.2866, pruned_loss=0.07335, over 12461.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03473, over 86.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3267, pruned_loss=0.1019, over 2475134.91 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06318, over 19139.87 utterances.], libri_tot_loss[loss=0.3725, simple_loss=0.406, pruned_loss=0.1708, over 2467251.92 frames. utt_duration=1180 frames, utt_pad_proportion=0.07712, over 8374.77 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3215, pruned_loss=0.09627, over 2475642.31 frames. utt_duration=482.5 frames, utt_pad_proportion=0.0624, over 20583.72 utterances.], batch size: 86, lr: 1.47e-03
2022-08-20 12:42:17,384 INFO [train.py:927] (6/8) Epoch 1, batch 20250, giga_loss[loss=0.2559, simple_loss=0.3102, pruned_loss=0.1008, over 12372.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06016, over 182.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3212, pruned_loss=0.09988, over 2474636.28 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06264, over 18774.00 utterances.], libri_tot_loss[loss=0.3725, simple_loss=0.4057, pruned_loss=0.1709, over 2467328.48 frames. utt_duration=1181 frames, utt_pad_proportion=0.07624, over 8370.39 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3158, pruned_loss=0.09402, over 2475114.69 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06226, over 20110.76 utterances.], batch size: 182, lr: 1.47e-03
2022-08-20 12:44:00,669 INFO [train.py:927] (6/8) Epoch 1, batch 20300, giga_loss[loss=0.1919, simple_loss=0.2677, pruned_loss=0.0581, over 12356.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02795, over 66.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3167, pruned_loss=0.09889, over 2474932.21 frames. utt_duration=520.7 frames, utt_pad_proportion=0.06468, over 19066.90 utterances.], libri_tot_loss[loss=0.3746, simple_loss=0.4065, pruned_loss=0.1726, over 2467470.79 frames. utt_duration=1179 frames, utt_pad_proportion=0.0761, over 8381.76 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3107, pruned_loss=0.09186, over 2475297.85 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06429, over 20258.53 utterances.], batch size: 66, lr: 1.47e-03
2022-08-20 12:45:44,335 INFO [train.py:927] (6/8) Epoch 1, batch 20350, giga_loss[loss=0.2279, simple_loss=0.2927, pruned_loss=0.08152, over 12440.00 frames. utt_duration=306.6 frames, utt_pad_proportion=0.05652, over 163.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3114, pruned_loss=0.09399, over 2475212.62 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06101, over 18637.75 utterances.], libri_tot_loss[loss=0.3751, simple_loss=0.4082, pruned_loss=0.1722, over 2467623.10 frames. utt_duration=1182 frames, utt_pad_proportion=0.07528, over 8362.17 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3037, pruned_loss=0.08772, over 2475476.40 frames. utt_duration=503 frames, utt_pad_proportion=0.06113, over 19740.42 utterances.], batch size: 163, lr: 1.47e-03
2022-08-20 12:47:27,790 INFO [train.py:927] (6/8) Epoch 1, batch 20400, giga_loss[loss=0.3111, simple_loss=0.3631, pruned_loss=0.1296, over 12357.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02759, over 70.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3172, pruned_loss=0.09824, over 2475367.16 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06782, over 19416.36 utterances.], libri_tot_loss[loss=0.3751, simple_loss=0.4083, pruned_loss=0.1722, over 2467972.20 frames. utt_duration=1180 frames, utt_pad_proportion=0.07478, over 8376.62 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3088, pruned_loss=0.09145, over 2475426.11 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06773, over 20549.08 utterances.], batch size: 70, lr: 1.46e-03
2022-08-20 12:49:10,483 INFO [train.py:927] (6/8) Epoch 1, batch 20450, libri_loss[loss=0.3878, simple_loss=0.4056, pruned_loss=0.185, over 12423.00 frames. utt_duration=766 frames, utt_pad_proportion=0.1296, over 65.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.33, pruned_loss=0.1066, over 2473441.13 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06896, over 18670.14 utterances.], libri_tot_loss[loss=0.3728, simple_loss=0.4063, pruned_loss=0.1708, over 2467857.72 frames. utt_duration=1184 frames, utt_pad_proportion=0.07318, over 8350.02 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3212, pruned_loss=0.09916, over 2473910.52 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06931, over 20107.76 utterances.], batch size: 65, lr: 1.46e-03
2022-08-20 12:50:54,280 INFO [train.py:927] (6/8) Epoch 1, batch 20500, giga_loss[loss=0.2568, simple_loss=0.329, pruned_loss=0.09235, over 12255.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.02756, over 39.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.3384, pruned_loss=0.1104, over 2473008.93 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06897, over 18406.31 utterances.], libri_tot_loss[loss=0.3724, simple_loss=0.406, pruned_loss=0.1706, over 2468160.73 frames. utt_duration=1185 frames, utt_pad_proportion=0.0721, over 8344.03 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3304, pruned_loss=0.1036, over 2473202.93 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06962, over 19731.09 utterances.], batch size: 39, lr: 1.46e-03
2022-08-20 12:52:37,607 INFO [train.py:927] (6/8) Epoch 1, batch 20550, giga_loss[loss=0.2532, simple_loss=0.3205, pruned_loss=0.093, over 12246.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03732, over 28.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3436, pruned_loss=0.112, over 2472991.01 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06803, over 18660.38 utterances.], libri_tot_loss[loss=0.3729, simple_loss=0.4065, pruned_loss=0.1707, over 2468251.77 frames. utt_duration=1187 frames, utt_pad_proportion=0.07128, over 8328.96 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.336, pruned_loss=0.1057, over 2473126.92 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06888, over 19851.51 utterances.], batch size: 28, lr: 1.46e-03
2022-08-20 12:54:20,872 INFO [train.py:927] (6/8) Epoch 1, batch 20600, giga_loss[loss=0.2949, simple_loss=0.362, pruned_loss=0.1139, over 12408.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03375, over 113.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.3479, pruned_loss=0.1152, over 2472975.53 frames. utt_duration=527 frames, utt_pad_proportion=0.06686, over 18821.61 utterances.], libri_tot_loss[loss=0.3712, simple_loss=0.4051, pruned_loss=0.1697, over 2468368.26 frames. utt_duration=1194 frames, utt_pad_proportion=0.06944, over 8282.23 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3411, pruned_loss=0.1093, over 2473131.86 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06823, over 20146.74 utterances.], batch size: 113, lr: 1.46e-03
2022-08-20 12:56:03,990 INFO [train.py:927] (6/8) Epoch 1, batch 20650, giga_loss[loss=0.3336, simple_loss=0.3849, pruned_loss=0.1411, over 12405.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3534, pruned_loss=0.1175, over 2472809.51 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06205, over 18195.47 utterances.], libri_tot_loss[loss=0.3711, simple_loss=0.4053, pruned_loss=0.1695, over 2468186.16 frames. utt_duration=1197 frames, utt_pad_proportion=0.06842, over 8255.85 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3468, pruned_loss=0.112, over 2473173.50 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06382, over 19459.94 utterances.], batch size: 146, lr: 1.46e-03
2022-08-20 12:57:45,617 INFO [train.py:927] (6/8) Epoch 1, batch 20700, giga_loss[loss=0.316, simple_loss=0.3729, pruned_loss=0.1295, over 12415.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05556, over 162.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.3575, pruned_loss=0.1191, over 2473065.81 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05921, over 18127.90 utterances.], libri_tot_loss[loss=0.3699, simple_loss=0.4044, pruned_loss=0.1687, over 2468507.32 frames. utt_duration=1196 frames, utt_pad_proportion=0.06759, over 8267.38 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3515, pruned_loss=0.1138, over 2473212.76 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06105, over 19445.22 utterances.], batch size: 162, lr: 1.45e-03
2022-08-20 12:59:28,882 INFO [train.py:927] (6/8) Epoch 1, batch 20750, giga_loss[loss=0.313, simple_loss=0.3437, pruned_loss=0.1411, over 12343.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.1957, over 365.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.3583, pruned_loss=0.1188, over 2472178.35 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06427, over 18224.75 utterances.], libri_tot_loss[loss=0.3685, simple_loss=0.4032, pruned_loss=0.1679, over 2468426.09 frames. utt_duration=1198 frames, utt_pad_proportion=0.06676, over 8250.32 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3533, pruned_loss=0.1139, over 2472497.67 frames. utt_duration=507 frames, utt_pad_proportion=0.0657, over 19565.08 utterances.], batch size: 365, lr: 1.45e-03
2022-08-20 13:01:10,478 INFO [train.py:927] (6/8) Epoch 1, batch 20800, giga_loss[loss=0.331, simple_loss=0.3827, pruned_loss=0.1396, over 12372.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04568, over 146.00 utterances.], tot_loss[loss=0.2986, simple_loss=0.3594, pruned_loss=0.1189, over 2471700.80 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06428, over 17365.22 utterances.], libri_tot_loss[loss=0.3681, simple_loss=0.403, pruned_loss=0.1675, over 2468516.02 frames. utt_duration=1196 frames, utt_pad_proportion=0.06933, over 8268.62 utterances.], giga_tot_loss[loss=0.2904, simple_loss=0.3538, pruned_loss=0.1135, over 2471982.13 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06461, over 18787.76 utterances.], batch size: 146, lr: 1.45e-03
2022-08-20 13:02:54,235 INFO [train.py:927] (6/8) Epoch 1, batch 20850, libri_loss[loss=0.2777, simple_loss=0.3243, pruned_loss=0.1155, over 12449.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01003, over 29.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3633, pruned_loss=0.1227, over 2471104.80 frames. utt_duration=580.1 frames, utt_pad_proportion=0.0641, over 17083.37 utterances.], libri_tot_loss[loss=0.3701, simple_loss=0.4049, pruned_loss=0.1685, over 2468398.63 frames. utt_duration=1201 frames, utt_pad_proportion=0.06805, over 8232.19 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3563, pruned_loss=0.1164, over 2471498.96 frames. utt_duration=536.9 frames, utt_pad_proportion=0.0649, over 18465.39 utterances.], batch size: 29, lr: 1.45e-03
2022-08-20 13:04:38,526 INFO [train.py:927] (6/8) Epoch 1, batch 20900, giga_loss[loss=0.3075, simple_loss=0.3609, pruned_loss=0.1271, over 12445.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05342, over 162.00 utterances.], tot_loss[loss=0.3058, simple_loss=0.3632, pruned_loss=0.1242, over 2471902.51 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06215, over 17414.48 utterances.], libri_tot_loss[loss=0.3693, simple_loss=0.404, pruned_loss=0.1682, over 2468010.61 frames. utt_duration=1206 frames, utt_pad_proportion=0.06741, over 8196.88 utterances.], giga_tot_loss[loss=0.2979, simple_loss=0.3579, pruned_loss=0.1189, over 2472607.27 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06314, over 18661.12 utterances.], batch size: 162, lr: 1.45e-03
2022-08-20 13:06:22,064 INFO [train.py:927] (6/8) Epoch 1, batch 20950, giga_loss[loss=0.309, simple_loss=0.3683, pruned_loss=0.1249, over 12357.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03488, over 104.00 utterances.], tot_loss[loss=0.3062, simple_loss=0.3623, pruned_loss=0.125, over 2472275.53 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06696, over 18092.51 utterances.], libri_tot_loss[loss=0.3675, simple_loss=0.4025, pruned_loss=0.1671, over 2468124.62 frames. utt_duration=1215 frames, utt_pad_proportion=0.06602, over 8135.73 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3581, pruned_loss=0.1204, over 2472875.59 frames. utt_duration=509.6 frames, utt_pad_proportion=0.06792, over 19466.36 utterances.], batch size: 104, lr: 1.45e-03
2022-08-20 13:08:08,047 INFO [train.py:927] (6/8) Epoch 1, batch 21000, giga_loss[loss=0.3088, simple_loss=0.3652, pruned_loss=0.1262, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03399, over 122.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3606, pruned_loss=0.1234, over 2472515.50 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06722, over 18357.35 utterances.], libri_tot_loss[loss=0.3676, simple_loss=0.4024, pruned_loss=0.1672, over 2467935.20 frames. utt_duration=1205 frames, utt_pad_proportion=0.06969, over 8204.41 utterances.], giga_tot_loss[loss=0.2978, simple_loss=0.3571, pruned_loss=0.1193, over 2473179.11 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06649, over 19458.60 utterances.], batch size: 122, lr: 1.44e-03
2022-08-20 13:08:08,049 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 13:08:21,333 INFO [train.py:967] (6/8) Epoch 1, validation: loss=0.2588, simple_loss=0.3444, pruned_loss=0.08664, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 13:10:05,998 INFO [train.py:927] (6/8) Epoch 1, batch 21050, giga_loss[loss=0.2607, simple_loss=0.3264, pruned_loss=0.09744, over 12452.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03499, over 123.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3584, pruned_loss=0.1225, over 2472954.49 frames. utt_duration=519.4 frames, utt_pad_proportion=0.07284, over 19101.18 utterances.], libri_tot_loss[loss=0.3678, simple_loss=0.4024, pruned_loss=0.1674, over 2467833.49 frames. utt_duration=1183 frames, utt_pad_proportion=0.07732, over 8354.47 utterances.], giga_tot_loss[loss=0.2947, simple_loss=0.3541, pruned_loss=0.1176, over 2473736.43 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0691, over 20185.13 utterances.], batch size: 123, lr: 1.44e-03
2022-08-20 13:11:48,240 INFO [train.py:927] (6/8) Epoch 1, batch 21100, giga_loss[loss=0.2427, simple_loss=0.3144, pruned_loss=0.08549, over 12465.00 frames. utt_duration=907.9 frames, utt_pad_proportion=0.03003, over 55.00 utterances.], tot_loss[loss=0.2916, simple_loss=0.3497, pruned_loss=0.1167, over 2472589.76 frames. utt_duration=540.2 frames, utt_pad_proportion=0.0669, over 18360.73 utterances.], libri_tot_loss[loss=0.3667, simple_loss=0.4013, pruned_loss=0.1669, over 2467677.73 frames. utt_duration=1189 frames, utt_pad_proportion=0.07609, over 8311.14 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3462, pruned_loss=0.1122, over 2473461.13 frames. utt_duration=509 frames, utt_pad_proportion=0.06452, over 19495.36 utterances.], batch size: 55, lr: 1.44e-03
2022-08-20 13:13:30,612 INFO [train.py:927] (6/8) Epoch 1, batch 21150, giga_loss[loss=0.263, simple_loss=0.3313, pruned_loss=0.09735, over 12410.00 frames. utt_duration=710.6 frames, utt_pad_proportion=0.02518, over 70.00 utterances.], tot_loss[loss=0.29, simple_loss=0.348, pruned_loss=0.116, over 2472829.84 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06895, over 18510.45 utterances.], libri_tot_loss[loss=0.3653, simple_loss=0.3999, pruned_loss=0.1661, over 2468187.58 frames. utt_duration=1196 frames, utt_pad_proportion=0.07407, over 8263.29 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3443, pruned_loss=0.1109, over 2473258.91 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06759, over 19889.23 utterances.], batch size: 70, lr: 1.44e-03
2022-08-20 13:15:18,528 INFO [train.py:927] (6/8) Epoch 1, batch 21200, libri_loss[loss=0.2746, simple_loss=0.3228, pruned_loss=0.1132, over 12406.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008069, over 30.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3455, pruned_loss=0.1139, over 2472776.13 frames. utt_duration=554 frames, utt_pad_proportion=0.06463, over 17901.33 utterances.], libri_tot_loss[loss=0.364, simple_loss=0.3991, pruned_loss=0.1652, over 2468161.04 frames. utt_duration=1195 frames, utt_pad_proportion=0.07617, over 8272.54 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3417, pruned_loss=0.1091, over 2473290.99 frames. utt_duration=513.3 frames, utt_pad_proportion=0.0629, over 19330.85 utterances.], batch size: 30, lr: 1.44e-03
2022-08-20 13:16:57,280 INFO [train.py:927] (6/8) Epoch 1, batch 21250, giga_loss[loss=0.292, simple_loss=0.349, pruned_loss=0.1175, over 12384.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04122, over 133.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3407, pruned_loss=0.1112, over 2473001.33 frames. utt_duration=563.4 frames, utt_pad_proportion=0.0643, over 17605.09 utterances.], libri_tot_loss[loss=0.364, simple_loss=0.3989, pruned_loss=0.1653, over 2468147.16 frames. utt_duration=1187 frames, utt_pad_proportion=0.07934, over 8328.60 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.3371, pruned_loss=0.1065, over 2473480.01 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06156, over 18808.66 utterances.], batch size: 133, lr: 1.44e-03
2022-08-20 13:18:36,167 INFO [train.py:927] (6/8) Epoch 1, batch 21300, giga_loss[loss=0.2724, simple_loss=0.3236, pruned_loss=0.1106, over 12296.00 frames. utt_duration=912.2 frames, utt_pad_proportion=0.02546, over 54.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3378, pruned_loss=0.1104, over 2472595.70 frames. utt_duration=575.4 frames, utt_pad_proportion=0.06651, over 17233.96 utterances.], libri_tot_loss[loss=0.3648, simple_loss=0.3991, pruned_loss=0.166, over 2467873.35 frames. utt_duration=1178 frames, utt_pad_proportion=0.08179, over 8392.79 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3329, pruned_loss=0.1044, over 2473367.33 frames. utt_duration=538.5 frames, utt_pad_proportion=0.06289, over 18424.37 utterances.], batch size: 54, lr: 1.43e-03
2022-08-20 13:20:14,462 INFO [train.py:927] (6/8) Epoch 1, batch 21350, giga_loss[loss=0.2014, simple_loss=0.2783, pruned_loss=0.06227, over 12444.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03208, over 75.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3349, pruned_loss=0.1075, over 2473560.35 frames. utt_duration=571.5 frames, utt_pad_proportion=0.0659, over 17357.13 utterances.], libri_tot_loss[loss=0.3662, simple_loss=0.4014, pruned_loss=0.1662, over 2468071.96 frames. utt_duration=1180 frames, utt_pad_proportion=0.08118, over 8376.88 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3284, pruned_loss=0.102, over 2474034.81 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06329, over 18389.51 utterances.], batch size: 75, lr: 1.43e-03
2022-08-20 13:21:55,687 INFO [train.py:927] (6/8) Epoch 1, batch 21400, giga_loss[loss=0.2162, simple_loss=0.2954, pruned_loss=0.06846, over 12330.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03538, over 62.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3331, pruned_loss=0.1068, over 2473039.21 frames. utt_duration=597.5 frames, utt_pad_proportion=0.0606, over 16596.60 utterances.], libri_tot_loss[loss=0.3657, simple_loss=0.4006, pruned_loss=0.1661, over 2467316.74 frames. utt_duration=1187 frames, utt_pad_proportion=0.07833, over 8325.20 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3252, pruned_loss=0.0997, over 2474366.87 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05958, over 17908.82 utterances.], batch size: 62, lr: 1.43e-03
2022-08-20 13:23:33,538 INFO [train.py:927] (6/8) Epoch 1, batch 21450, giga_loss[loss=0.2537, simple_loss=0.3222, pruned_loss=0.09256, over 12347.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03024, over 70.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3302, pruned_loss=0.1052, over 2473416.46 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05742, over 16806.38 utterances.], libri_tot_loss[loss=0.365, simple_loss=0.3999, pruned_loss=0.1657, over 2467566.90 frames. utt_duration=1190 frames, utt_pad_proportion=0.07718, over 8306.84 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3234, pruned_loss=0.09887, over 2474344.64 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05715, over 18009.52 utterances.], batch size: 70, lr: 1.43e-03
2022-08-20 13:25:16,308 INFO [train.py:927] (6/8) Epoch 1, batch 21500, giga_loss[loss=0.3244, simple_loss=0.3769, pruned_loss=0.136, over 12433.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.04462, over 134.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3342, pruned_loss=0.1085, over 2473725.26 frames. utt_duration=577 frames, utt_pad_proportion=0.06158, over 17192.19 utterances.], libri_tot_loss[loss=0.3644, simple_loss=0.3993, pruned_loss=0.1654, over 2467353.45 frames. utt_duration=1183 frames, utt_pad_proportion=0.07781, over 8356.68 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3277, pruned_loss=0.1023, over 2474788.72 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06062, over 18292.18 utterances.], batch size: 134, lr: 1.43e-03
2022-08-20 13:26:57,922 INFO [train.py:927] (6/8) Epoch 1, batch 21550, giga_loss[loss=0.3099, simple_loss=0.3784, pruned_loss=0.1207, over 12436.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05361, over 162.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3432, pruned_loss=0.1151, over 2473430.01 frames. utt_duration=546.7 frames, utt_pad_proportion=0.0674, over 18147.48 utterances.], libri_tot_loss[loss=0.3646, simple_loss=0.3993, pruned_loss=0.1656, over 2467472.21 frames. utt_duration=1172 frames, utt_pad_proportion=0.08046, over 8431.07 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.3361, pruned_loss=0.1084, over 2474375.08 frames. utt_duration=515.2 frames, utt_pad_proportion=0.0652, over 19266.25 utterances.], batch size: 162, lr: 1.43e-03
2022-08-20 13:28:37,390 INFO [train.py:927] (6/8) Epoch 1, batch 21600, giga_loss[loss=0.2958, simple_loss=0.3654, pruned_loss=0.1131, over 12402.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.03824, over 34.00 utterances.], tot_loss[loss=0.2913, simple_loss=0.3486, pruned_loss=0.117, over 2473795.67 frames. utt_duration=523 frames, utt_pad_proportion=0.07203, over 18973.60 utterances.], libri_tot_loss[loss=0.3646, simple_loss=0.3994, pruned_loss=0.1655, over 2467605.08 frames. utt_duration=1174 frames, utt_pad_proportion=0.0799, over 8420.75 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3424, pruned_loss=0.1113, over 2474475.54 frames. utt_duration=497.7 frames, utt_pad_proportion=0.07031, over 19946.66 utterances.], batch size: 34, lr: 1.42e-03
2022-08-20 13:30:16,854 INFO [train.py:927] (6/8) Epoch 1, batch 21650, giga_loss[loss=0.2906, simple_loss=0.359, pruned_loss=0.1111, over 12186.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.0375, over 33.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3586, pruned_loss=0.1209, over 2473984.68 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06829, over 18907.94 utterances.], libri_tot_loss[loss=0.3675, simple_loss=0.4032, pruned_loss=0.1665, over 2467477.10 frames. utt_duration=1177 frames, utt_pad_proportion=0.07913, over 8397.49 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3498, pruned_loss=0.1149, over 2474735.93 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06731, over 19842.94 utterances.], batch size: 33, lr: 1.42e-03
2022-08-20 13:31:57,129 INFO [train.py:927] (6/8) Epoch 1, batch 21700, giga_loss[loss=0.2897, simple_loss=0.3458, pruned_loss=0.1168, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02797, over 48.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.3561, pruned_loss=0.1181, over 2473819.03 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06778, over 18639.63 utterances.], libri_tot_loss[loss=0.3667, simple_loss=0.4027, pruned_loss=0.1659, over 2467126.58 frames. utt_duration=1173 frames, utt_pad_proportion=0.08148, over 8427.32 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3481, pruned_loss=0.1123, over 2474933.51 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06581, over 19697.62 utterances.], batch size: 48, lr: 1.42e-03
2022-08-20 13:33:38,423 INFO [train.py:927] (6/8) Epoch 1, batch 21750, giga_loss[loss=0.2607, simple_loss=0.3395, pruned_loss=0.09091, over 12345.00 frames. utt_duration=706.9 frames, utt_pad_proportion=0.02771, over 70.00 utterances.], tot_loss[loss=0.2953, simple_loss=0.355, pruned_loss=0.1178, over 2473138.91 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06843, over 18642.22 utterances.], libri_tot_loss[loss=0.366, simple_loss=0.4019, pruned_loss=0.1656, over 2466934.34 frames. utt_duration=1178 frames, utt_pad_proportion=0.08036, over 8385.12 utterances.], giga_tot_loss[loss=0.2869, simple_loss=0.3485, pruned_loss=0.1126, over 2474323.91 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06723, over 19717.80 utterances.], batch size: 70, lr: 1.42e-03
2022-08-20 13:35:20,604 INFO [train.py:927] (6/8) Epoch 1, batch 21800, giga_loss[loss=0.2983, simple_loss=0.3598, pruned_loss=0.1184, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02851, over 45.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3582, pruned_loss=0.121, over 2473208.56 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06948, over 18524.84 utterances.], libri_tot_loss[loss=0.3657, simple_loss=0.4013, pruned_loss=0.1655, over 2466533.61 frames. utt_duration=1180 frames, utt_pad_proportion=0.07899, over 8370.34 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.352, pruned_loss=0.1154, over 2474720.66 frames. utt_duration=503 frames, utt_pad_proportion=0.06883, over 19736.88 utterances.], batch size: 45, lr: 1.42e-03
2022-08-20 13:37:01,753 INFO [train.py:927] (6/8) Epoch 1, batch 21850, giga_loss[loss=0.3161, simple_loss=0.3792, pruned_loss=0.1265, over 12399.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03356, over 122.00 utterances.], tot_loss[loss=0.3013, simple_loss=0.359, pruned_loss=0.1218, over 2473010.98 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06808, over 18269.74 utterances.], libri_tot_loss[loss=0.365, simple_loss=0.4006, pruned_loss=0.1652, over 2466374.92 frames. utt_duration=1186 frames, utt_pad_proportion=0.07804, over 8326.29 utterances.], giga_tot_loss[loss=0.2939, simple_loss=0.354, pruned_loss=0.1169, over 2474449.85 frames. utt_duration=510.8 frames, utt_pad_proportion=0.06792, over 19434.54 utterances.], batch size: 122, lr: 1.42e-03
2022-08-20 13:38:43,245 INFO [train.py:927] (6/8) Epoch 1, batch 21900, giga_loss[loss=0.3578, simple_loss=0.3971, pruned_loss=0.1592, over 12419.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06217, over 183.00 utterances.], tot_loss[loss=0.3024, simple_loss=0.3608, pruned_loss=0.122, over 2473755.05 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06607, over 18174.05 utterances.], libri_tot_loss[loss=0.3665, simple_loss=0.4026, pruned_loss=0.1658, over 2466485.86 frames. utt_duration=1189 frames, utt_pad_proportion=0.07748, over 8311.09 utterances.], giga_tot_loss[loss=0.2945, simple_loss=0.3547, pruned_loss=0.1172, over 2474850.91 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06623, over 19194.46 utterances.], batch size: 183, lr: 1.42e-03
2022-08-20 13:40:23,923 INFO [train.py:927] (6/8) Epoch 1, batch 21950, giga_loss[loss=0.3148, simple_loss=0.3476, pruned_loss=0.141, over 12343.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2063, over 370.00 utterances.], tot_loss[loss=0.3049, simple_loss=0.3625, pruned_loss=0.1236, over 2473572.61 frames. utt_duration=556 frames, utt_pad_proportion=0.06383, over 17843.66 utterances.], libri_tot_loss[loss=0.3665, simple_loss=0.4017, pruned_loss=0.1661, over 2466364.86 frames. utt_duration=1193 frames, utt_pad_proportion=0.07638, over 8281.79 utterances.], giga_tot_loss[loss=0.2972, simple_loss=0.3574, pruned_loss=0.1185, over 2474710.58 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06438, over 18896.32 utterances.], batch size: 370, lr: 1.41e-03
2022-08-20 13:42:05,069 INFO [train.py:927] (6/8) Epoch 1, batch 22000, giga_loss[loss=0.2529, simple_loss=0.3219, pruned_loss=0.09196, over 12289.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02848, over 45.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3624, pruned_loss=0.1225, over 2473265.34 frames. utt_duration=567.3 frames, utt_pad_proportion=0.06489, over 17483.35 utterances.], libri_tot_loss[loss=0.3666, simple_loss=0.4019, pruned_loss=0.1662, over 2466323.14 frames. utt_duration=1185 frames, utt_pad_proportion=0.0798, over 8336.82 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3577, pruned_loss=0.1179, over 2474302.65 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06384, over 18394.55 utterances.], batch size: 45, lr: 1.41e-03
2022-08-20 13:43:52,117 INFO [train.py:927] (6/8) Epoch 1, batch 22050, giga_loss[loss=0.2987, simple_loss=0.365, pruned_loss=0.1162, over 12348.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02968, over 48.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.3615, pruned_loss=0.121, over 2472229.85 frames. utt_duration=594.8 frames, utt_pad_proportion=0.06617, over 16668.17 utterances.], libri_tot_loss[loss=0.367, simple_loss=0.403, pruned_loss=0.166, over 2466029.49 frames. utt_duration=1187 frames, utt_pad_proportion=0.07888, over 8321.75 utterances.], giga_tot_loss[loss=0.294, simple_loss=0.3557, pruned_loss=0.1162, over 2473523.34 frames. utt_duration=561.6 frames, utt_pad_proportion=0.06551, over 17663.28 utterances.], batch size: 48, lr: 1.41e-03
2022-08-20 13:45:33,631 INFO [train.py:927] (6/8) Epoch 1, batch 22100, giga_loss[loss=0.3007, simple_loss=0.3639, pruned_loss=0.1187, over 12398.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03323, over 122.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3601, pruned_loss=0.1204, over 2473002.25 frames. utt_duration=625.8 frames, utt_pad_proportion=0.06042, over 15844.17 utterances.], libri_tot_loss[loss=0.3669, simple_loss=0.4025, pruned_loss=0.1661, over 2466507.12 frames. utt_duration=1189 frames, utt_pad_proportion=0.07764, over 8310.41 utterances.], giga_tot_loss[loss=0.2932, simple_loss=0.3551, pruned_loss=0.1156, over 2473707.51 frames. utt_duration=590.8 frames, utt_pad_proportion=0.0606, over 16790.88 utterances.], batch size: 122, lr: 1.41e-03
2022-08-20 13:47:13,971 INFO [train.py:927] (6/8) Epoch 1, batch 22150, giga_loss[loss=0.2557, simple_loss=0.3361, pruned_loss=0.0877, over 12454.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.02968, over 75.00 utterances.], tot_loss[loss=0.2994, simple_loss=0.3593, pruned_loss=0.1198, over 2473313.08 frames. utt_duration=616.5 frames, utt_pad_proportion=0.06353, over 16086.29 utterances.], libri_tot_loss[loss=0.3654, simple_loss=0.4013, pruned_loss=0.1652, over 2466621.95 frames. utt_duration=1194 frames, utt_pad_proportion=0.07626, over 8276.64 utterances.], giga_tot_loss[loss=0.2931, simple_loss=0.3553, pruned_loss=0.1155, over 2473938.26 frames. utt_duration=580.8 frames, utt_pad_proportion=0.06394, over 17083.69 utterances.], batch size: 75, lr: 1.41e-03
2022-08-20 13:48:54,977 INFO [train.py:927] (6/8) Epoch 1, batch 22200, giga_loss[loss=0.2818, simple_loss=0.3428, pruned_loss=0.1104, over 12367.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2983, simple_loss=0.3586, pruned_loss=0.119, over 2472624.97 frames. utt_duration=614.5 frames, utt_pad_proportion=0.06051, over 16134.12 utterances.], libri_tot_loss[loss=0.3672, simple_loss=0.4024, pruned_loss=0.1664, over 2466528.85 frames. utt_duration=1182 frames, utt_pad_proportion=0.07958, over 8358.67 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3538, pruned_loss=0.1139, over 2473289.42 frames. utt_duration=584.9 frames, utt_pad_proportion=0.0595, over 16959.29 utterances.], batch size: 97, lr: 1.41e-03
2022-08-20 13:50:35,472 INFO [train.py:927] (6/8) Epoch 1, batch 22250, libri_loss[loss=0.3768, simple_loss=0.4088, pruned_loss=0.1724, over 12341.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01603, over 41.00 utterances.], tot_loss[loss=0.2962, simple_loss=0.3565, pruned_loss=0.1179, over 2471634.46 frames. utt_duration=620.5 frames, utt_pad_proportion=0.0605, over 15973.08 utterances.], libri_tot_loss[loss=0.3663, simple_loss=0.4018, pruned_loss=0.1658, over 2466420.78 frames. utt_duration=1186 frames, utt_pad_proportion=0.0781, over 8331.11 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.3522, pruned_loss=0.1133, over 2472355.04 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06016, over 16824.06 utterances.], batch size: 41, lr: 1.40e-03
2022-08-20 13:52:16,092 INFO [train.py:927] (6/8) Epoch 1, batch 22300, libri_loss[loss=0.3741, simple_loss=0.4092, pruned_loss=0.1695, over 12335.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.0157, over 41.00 utterances.], tot_loss[loss=0.2942, simple_loss=0.3544, pruned_loss=0.117, over 2471242.40 frames. utt_duration=634.8 frames, utt_pad_proportion=0.06114, over 15607.51 utterances.], libri_tot_loss[loss=0.365, simple_loss=0.4009, pruned_loss=0.165, over 2466657.92 frames. utt_duration=1181 frames, utt_pad_proportion=0.07922, over 8364.05 utterances.], giga_tot_loss[loss=0.2868, simple_loss=0.3498, pruned_loss=0.1119, over 2471804.80 frames. utt_duration=597.3 frames, utt_pad_proportion=0.06006, over 16594.92 utterances.], batch size: 41, lr: 1.40e-03
2022-08-20 13:53:56,907 INFO [train.py:927] (6/8) Epoch 1, batch 22350, giga_loss[loss=0.2539, simple_loss=0.3161, pruned_loss=0.09583, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03511, over 37.00 utterances.], tot_loss[loss=0.2931, simple_loss=0.3524, pruned_loss=0.1168, over 2470648.72 frames. utt_duration=677.8 frames, utt_pad_proportion=0.05914, over 14612.02 utterances.], libri_tot_loss[loss=0.3632, simple_loss=0.399, pruned_loss=0.164, over 2466730.61 frames. utt_duration=1182 frames, utt_pad_proportion=0.08002, over 8358.17 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3473, pruned_loss=0.1105, over 2471337.59 frames. utt_duration=624.2 frames, utt_pad_proportion=0.0572, over 15874.52 utterances.], batch size: 37, lr: 1.40e-03
2022-08-20 13:55:38,880 INFO [train.py:927] (6/8) Epoch 1, batch 22400, giga_loss[loss=0.2473, simple_loss=0.3141, pruned_loss=0.09022, over 12361.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02614, over 48.00 utterances.], tot_loss[loss=0.2907, simple_loss=0.3498, pruned_loss=0.1158, over 2470924.04 frames. utt_duration=655.8 frames, utt_pad_proportion=0.0605, over 15106.59 utterances.], libri_tot_loss[loss=0.3616, simple_loss=0.3978, pruned_loss=0.163, over 2466314.06 frames. utt_duration=1179 frames, utt_pad_proportion=0.08123, over 8377.41 utterances.], giga_tot_loss[loss=0.2824, simple_loss=0.3451, pruned_loss=0.1099, over 2471998.77 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05793, over 16334.19 utterances.], batch size: 48, lr: 1.40e-03
2022-08-20 13:57:21,036 INFO [train.py:927] (6/8) Epoch 1, batch 22450, giga_loss[loss=0.269, simple_loss=0.334, pruned_loss=0.1019, over 12366.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04065, over 113.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.3452, pruned_loss=0.1128, over 2470766.69 frames. utt_duration=654.4 frames, utt_pad_proportion=0.05521, over 15137.93 utterances.], libri_tot_loss[loss=0.3614, simple_loss=0.3977, pruned_loss=0.1629, over 2466448.49 frames. utt_duration=1180 frames, utt_pad_proportion=0.08091, over 8370.52 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3414, pruned_loss=0.1081, over 2471518.21 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05359, over 16130.11 utterances.], batch size: 113, lr: 1.40e-03
2022-08-20 13:59:02,012 INFO [train.py:927] (6/8) Epoch 1, batch 22500, giga_loss[loss=0.2606, simple_loss=0.3344, pruned_loss=0.0934, over 12338.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03613, over 104.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3435, pruned_loss=0.1108, over 2472133.77 frames. utt_duration=654 frames, utt_pad_proportion=0.05136, over 15154.47 utterances.], libri_tot_loss[loss=0.3619, simple_loss=0.3981, pruned_loss=0.1632, over 2466583.24 frames. utt_duration=1180 frames, utt_pad_proportion=0.08059, over 8368.67 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3399, pruned_loss=0.1065, over 2472617.63 frames. utt_duration=621 frames, utt_pad_proportion=0.05036, over 15964.82 utterances.], batch size: 104, lr: 1.40e-03
2022-08-20 14:00:43,764 INFO [train.py:927] (6/8) Epoch 1, batch 22550, giga_loss[loss=0.2522, simple_loss=0.3312, pruned_loss=0.0866, over 12257.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03093, over 45.00 utterances.], tot_loss[loss=0.2906, simple_loss=0.3516, pruned_loss=0.1149, over 2472747.89 frames. utt_duration=626 frames, utt_pad_proportion=0.05235, over 15839.12 utterances.], libri_tot_loss[loss=0.3659, simple_loss=0.4023, pruned_loss=0.1651, over 2466906.41 frames. utt_duration=1186 frames, utt_pad_proportion=0.07875, over 8332.08 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3439, pruned_loss=0.1086, over 2473008.80 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05198, over 16689.62 utterances.], batch size: 45, lr: 1.40e-03
2022-08-20 14:02:25,077 INFO [train.py:927] (6/8) Epoch 1, batch 22600, giga_loss[loss=0.2607, simple_loss=0.3317, pruned_loss=0.09486, over 12407.00 frames. utt_duration=903.7 frames, utt_pad_proportion=0.03137, over 55.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.351, pruned_loss=0.1141, over 2473840.20 frames. utt_duration=577.5 frames, utt_pad_proportion=0.06148, over 17179.89 utterances.], libri_tot_loss[loss=0.3665, simple_loss=0.4026, pruned_loss=0.1656, over 2466648.77 frames. utt_duration=1188 frames, utt_pad_proportion=0.07789, over 8314.57 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3437, pruned_loss=0.1078, over 2474385.27 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06105, over 18023.62 utterances.], batch size: 55, lr: 1.39e-03
2022-08-20 14:04:05,628 INFO [train.py:927] (6/8) Epoch 1, batch 22650, libri_loss[loss=0.2716, simple_loss=0.3341, pruned_loss=0.1045, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006558, over 33.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3499, pruned_loss=0.1138, over 2473884.40 frames. utt_duration=573.4 frames, utt_pad_proportion=0.06171, over 17303.99 utterances.], libri_tot_loss[loss=0.3646, simple_loss=0.401, pruned_loss=0.1645, over 2466463.73 frames. utt_duration=1191 frames, utt_pad_proportion=0.07682, over 8297.05 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3439, pruned_loss=0.1081, over 2474717.82 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06159, over 18286.95 utterances.], batch size: 33, lr: 1.39e-03
2022-08-20 14:05:47,195 INFO [train.py:927] (6/8) Epoch 1, batch 22700, libri_loss[loss=0.2891, simple_loss=0.3347, pruned_loss=0.1218, over 12397.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008668, over 30.00 utterances.], tot_loss[loss=0.29, simple_loss=0.3503, pruned_loss=0.1148, over 2473739.67 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06027, over 17263.54 utterances.], libri_tot_loss[loss=0.3618, simple_loss=0.3985, pruned_loss=0.1629, over 2466855.14 frames. utt_duration=1191 frames, utt_pad_proportion=0.07797, over 8296.57 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.345, pruned_loss=0.1091, over 2474416.93 frames. utt_duration=536.5 frames, utt_pad_proportion=0.05939, over 18500.44 utterances.], batch size: 30, lr: 1.39e-03
2022-08-20 14:07:29,510 INFO [train.py:927] (6/8) Epoch 1, batch 22750, giga_loss[loss=0.2565, simple_loss=0.3248, pruned_loss=0.09415, over 12304.00 frames. utt_duration=1026 frames, utt_pad_proportion=0.0316, over 48.00 utterances.], tot_loss[loss=0.291, simple_loss=0.3518, pruned_loss=0.1151, over 2473315.95 frames. utt_duration=577.2 frames, utt_pad_proportion=0.05964, over 17184.92 utterances.], libri_tot_loss[loss=0.3609, simple_loss=0.398, pruned_loss=0.1622, over 2467085.00 frames. utt_duration=1196 frames, utt_pad_proportion=0.07686, over 8260.86 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3472, pruned_loss=0.1104, over 2473760.04 frames. utt_duration=540.4 frames, utt_pad_proportion=0.05931, over 18361.89 utterances.], batch size: 48, lr: 1.39e-03
2022-08-20 14:09:09,785 INFO [train.py:927] (6/8) Epoch 1, batch 22800, giga_loss[loss=0.261, simple_loss=0.3258, pruned_loss=0.09812, over 12321.00 frames. utt_duration=1451 frames, utt_pad_proportion=0.04845, over 34.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.352, pruned_loss=0.1145, over 2472672.66 frames. utt_duration=599.3 frames, utt_pad_proportion=0.05837, over 16543.92 utterances.], libri_tot_loss[loss=0.3608, simple_loss=0.3982, pruned_loss=0.162, over 2467167.60 frames. utt_duration=1201 frames, utt_pad_proportion=0.0754, over 8226.71 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3472, pruned_loss=0.1098, over 2473102.77 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05865, over 17710.11 utterances.], batch size: 34, lr: 1.39e-03
2022-08-20 14:10:51,902 INFO [train.py:927] (6/8) Epoch 1, batch 22850, giga_loss[loss=0.2684, simple_loss=0.3361, pruned_loss=0.1004, over 12327.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03462, over 58.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3514, pruned_loss=0.1138, over 2472394.57 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05783, over 16388.63 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3977, pruned_loss=0.1618, over 2467046.22 frames. utt_duration=1205 frames, utt_pad_proportion=0.07427, over 8199.37 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3472, pruned_loss=0.1094, over 2472952.43 frames. utt_duration=567.1 frames, utt_pad_proportion=0.05843, over 17489.85 utterances.], batch size: 58, lr: 1.39e-03
2022-08-20 14:12:30,574 INFO [train.py:927] (6/8) Epoch 1, batch 22900, giga_loss[loss=0.2327, simple_loss=0.3098, pruned_loss=0.07783, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03318, over 37.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3496, pruned_loss=0.1136, over 2473239.42 frames. utt_duration=598.2 frames, utt_pad_proportion=0.06211, over 16578.53 utterances.], libri_tot_loss[loss=0.3603, simple_loss=0.3973, pruned_loss=0.1619, over 2467167.74 frames. utt_duration=1198 frames, utt_pad_proportion=0.0767, over 8244.68 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3453, pruned_loss=0.1087, over 2473733.51 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06123, over 17645.41 utterances.], batch size: 37, lr: 1.39e-03
2022-08-20 14:14:09,500 INFO [train.py:927] (6/8) Epoch 1, batch 22950, giga_loss[loss=0.2665, simple_loss=0.3432, pruned_loss=0.09494, over 12390.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02702, over 70.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3497, pruned_loss=0.112, over 2472919.24 frames. utt_duration=616.7 frames, utt_pad_proportion=0.06312, over 16077.55 utterances.], libri_tot_loss[loss=0.3607, simple_loss=0.3992, pruned_loss=0.1613, over 2467474.55 frames. utt_duration=1191 frames, utt_pad_proportion=0.07884, over 8297.97 utterances.], giga_tot_loss[loss=0.2781, simple_loss=0.3428, pruned_loss=0.1067, over 2473248.08 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06104, over 17181.90 utterances.], batch size: 70, lr: 1.38e-03
2022-08-20 14:15:49,955 INFO [train.py:927] (6/8) Epoch 1, batch 23000, giga_loss[loss=0.2635, simple_loss=0.3412, pruned_loss=0.09292, over 12463.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03473, over 86.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3491, pruned_loss=0.1107, over 2472305.02 frames. utt_duration=609 frames, utt_pad_proportion=0.05932, over 16278.93 utterances.], libri_tot_loss[loss=0.3599, simple_loss=0.3985, pruned_loss=0.1609, over 2467491.54 frames. utt_duration=1195 frames, utt_pad_proportion=0.07741, over 8266.98 utterances.], giga_tot_loss[loss=0.2773, simple_loss=0.343, pruned_loss=0.1058, over 2472662.09 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05833, over 17357.04 utterances.], batch size: 86, lr: 1.38e-03
2022-08-20 14:17:30,828 INFO [train.py:927] (6/8) Epoch 1, batch 23050, giga_loss[loss=0.2543, simple_loss=0.3307, pruned_loss=0.08898, over 12334.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03187, over 85.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3508, pruned_loss=0.1135, over 2473072.59 frames. utt_duration=572.1 frames, utt_pad_proportion=0.06412, over 17336.50 utterances.], libri_tot_loss[loss=0.3596, simple_loss=0.3982, pruned_loss=0.1608, over 2467818.22 frames. utt_duration=1185 frames, utt_pad_proportion=0.08035, over 8342.51 utterances.], giga_tot_loss[loss=0.2805, simple_loss=0.3448, pruned_loss=0.1081, over 2473196.19 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06157, over 18397.80 utterances.], batch size: 85, lr: 1.38e-03
2022-08-20 14:19:09,270 INFO [train.py:927] (6/8) Epoch 1, batch 23100, giga_loss[loss=0.2446, simple_loss=0.3127, pruned_loss=0.08825, over 12451.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04246, over 114.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.3492, pruned_loss=0.1141, over 2474052.84 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06302, over 17429.02 utterances.], libri_tot_loss[loss=0.3595, simple_loss=0.3982, pruned_loss=0.1607, over 2468107.95 frames. utt_duration=1175 frames, utt_pad_proportion=0.08366, over 8413.02 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3438, pruned_loss=0.1094, over 2473968.87 frames. utt_duration=541.6 frames, utt_pad_proportion=0.0597, over 18322.66 utterances.], batch size: 114, lr: 1.38e-03
2022-08-20 14:20:47,820 INFO [train.py:927] (6/8) Epoch 1, batch 23150, giga_loss[loss=0.2981, simple_loss=0.3588, pruned_loss=0.1187, over 12365.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05312, over 161.00 utterances.], tot_loss[loss=0.2895, simple_loss=0.3488, pruned_loss=0.115, over 2473690.84 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05955, over 17386.10 utterances.], libri_tot_loss[loss=0.3582, simple_loss=0.3971, pruned_loss=0.1599, over 2468032.09 frames. utt_duration=1182 frames, utt_pad_proportion=0.08122, over 8360.14 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3432, pruned_loss=0.1098, over 2473980.71 frames. utt_duration=534.4 frames, utt_pad_proportion=0.05763, over 18569.81 utterances.], batch size: 161, lr: 1.38e-03
2022-08-20 14:22:30,690 INFO [train.py:927] (6/8) Epoch 1, batch 23200, giga_loss[loss=0.2195, simple_loss=0.2975, pruned_loss=0.07075, over 12340.00 frames. utt_duration=668.5 frames, utt_pad_proportion=0.02699, over 74.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3435, pruned_loss=0.1121, over 2474081.36 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05637, over 17300.44 utterances.], libri_tot_loss[loss=0.3579, simple_loss=0.3967, pruned_loss=0.1598, over 2468200.17 frames. utt_duration=1185 frames, utt_pad_proportion=0.08064, over 8343.60 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.339, pruned_loss=0.1077, over 2474209.66 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05517, over 18328.65 utterances.], batch size: 74, lr: 1.38e-03
2022-08-20 14:24:11,719 INFO [train.py:927] (6/8) Epoch 1, batch 23250, giga_loss[loss=0.2902, simple_loss=0.351, pruned_loss=0.1147, over 12367.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04265, over 133.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.3451, pruned_loss=0.1147, over 2474246.80 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05646, over 17927.89 utterances.], libri_tot_loss[loss=0.3627, simple_loss=0.4001, pruned_loss=0.1629, over 2468151.82 frames. utt_duration=1184 frames, utt_pad_proportion=0.07976, over 8348.70 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3373, pruned_loss=0.1073, over 2474517.70 frames. utt_duration=523.7 frames, utt_pad_proportion=0.05564, over 18955.76 utterances.], batch size: 133, lr: 1.38e-03
2022-08-20 14:25:54,267 INFO [train.py:927] (6/8) Epoch 1, batch 23300, giga_loss[loss=0.3283, simple_loss=0.3862, pruned_loss=0.1352, over 12354.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03952, over 113.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3443, pruned_loss=0.113, over 2473958.65 frames. utt_duration=567.9 frames, utt_pad_proportion=0.0545, over 17472.94 utterances.], libri_tot_loss[loss=0.3616, simple_loss=0.399, pruned_loss=0.1623, over 2468082.80 frames. utt_duration=1178 frames, utt_pad_proportion=0.08165, over 8387.83 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.3376, pruned_loss=0.1063, over 2474423.64 frames. utt_duration=535.7 frames, utt_pad_proportion=0.05292, over 18528.01 utterances.], batch size: 113, lr: 1.37e-03
2022-08-20 14:27:33,733 INFO [train.py:927] (6/8) Epoch 1, batch 23350, giga_loss[loss=0.2724, simple_loss=0.3451, pruned_loss=0.0998, over 12404.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.0256, over 91.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.3451, pruned_loss=0.1128, over 2473944.39 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05186, over 16895.71 utterances.], libri_tot_loss[loss=0.3601, simple_loss=0.3976, pruned_loss=0.1615, over 2467990.19 frames. utt_duration=1186 frames, utt_pad_proportion=0.08023, over 8337.66 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3397, pruned_loss=0.1071, over 2474535.30 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05108, over 17991.37 utterances.], batch size: 91, lr: 1.37e-03
2022-08-20 14:29:14,038 INFO [train.py:927] (6/8) Epoch 1, batch 23400, libri_loss[loss=0.3018, simple_loss=0.3553, pruned_loss=0.1241, over 12326.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005821, over 36.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3474, pruned_loss=0.1137, over 2473030.06 frames. utt_duration=575 frames, utt_pad_proportion=0.06007, over 17249.68 utterances.], libri_tot_loss[loss=0.3585, simple_loss=0.3964, pruned_loss=0.1605, over 2467774.08 frames. utt_duration=1177 frames, utt_pad_proportion=0.0826, over 8396.88 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3423, pruned_loss=0.1082, over 2473890.21 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05761, over 18404.52 utterances.], batch size: 36, lr: 1.37e-03
2022-08-20 14:31:00,287 INFO [train.py:927] (6/8) Epoch 1, batch 23450, libri_loss[loss=0.3284, simple_loss=0.4109, pruned_loss=0.123, over 12441.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006541, over 32.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.3574, pruned_loss=0.1224, over 2473705.10 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06497, over 18668.72 utterances.], libri_tot_loss[loss=0.3586, simple_loss=0.397, pruned_loss=0.1603, over 2468142.41 frames. utt_duration=1180 frames, utt_pad_proportion=0.08166, over 8379.00 utterances.], giga_tot_loss[loss=0.2939, simple_loss=0.3522, pruned_loss=0.1177, over 2474122.86 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06319, over 19730.34 utterances.], batch size: 32, lr: 1.37e-03
2022-08-20 14:32:43,973 INFO [train.py:927] (6/8) Epoch 1, batch 23500, giga_loss[loss=0.333, simple_loss=0.388, pruned_loss=0.139, over 12370.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03193, over 104.00 utterances.], tot_loss[loss=0.3108, simple_loss=0.3651, pruned_loss=0.1282, over 2473675.31 frames. utt_duration=532.8 frames, utt_pad_proportion=0.06375, over 18623.61 utterances.], libri_tot_loss[loss=0.3577, simple_loss=0.3966, pruned_loss=0.1597, over 2467868.56 frames. utt_duration=1186 frames, utt_pad_proportion=0.08059, over 8335.68 utterances.], giga_tot_loss[loss=0.3048, simple_loss=0.3608, pruned_loss=0.1244, over 2474344.67 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06267, over 19679.63 utterances.], batch size: 104, lr: 1.37e-03
2022-08-20 14:34:30,171 INFO [train.py:927] (6/8) Epoch 1, batch 23550, giga_loss[loss=0.4985, simple_loss=0.4738, pruned_loss=0.2616, over 12396.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.107, over 259.00 utterances.], tot_loss[loss=0.3298, simple_loss=0.3771, pruned_loss=0.1413, over 2473849.64 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07347, over 20498.10 utterances.], libri_tot_loss[loss=0.3574, simple_loss=0.3956, pruned_loss=0.1598, over 2468006.44 frames. utt_duration=1191 frames, utt_pad_proportion=0.07997, over 8297.81 utterances.], giga_tot_loss[loss=0.3248, simple_loss=0.3741, pruned_loss=0.1378, over 2474334.36 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07246, over 21504.67 utterances.], batch size: 259, lr: 1.37e-03
2022-08-20 14:36:15,012 INFO [train.py:927] (6/8) Epoch 1, batch 23600, giga_loss[loss=0.4572, simple_loss=0.455, pruned_loss=0.2297, over 12366.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07989, over 213.00 utterances.], tot_loss[loss=0.3423, simple_loss=0.3859, pruned_loss=0.1494, over 2473771.38 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07482, over 20797.55 utterances.], libri_tot_loss[loss=0.3608, simple_loss=0.3979, pruned_loss=0.1621, over 2468038.47 frames. utt_duration=1199 frames, utt_pad_proportion=0.07812, over 8246.56 utterances.], giga_tot_loss[loss=0.3346, simple_loss=0.3809, pruned_loss=0.1441, over 2474327.05 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07451, over 22103.79 utterances.], batch size: 213, lr: 1.37e-03
2022-08-20 14:38:02,669 INFO [train.py:927] (6/8) Epoch 1, batch 23650, giga_loss[loss=0.3894, simple_loss=0.4252, pruned_loss=0.1768, over 12436.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03054, over 80.00 utterances.], tot_loss[loss=0.3475, simple_loss=0.3897, pruned_loss=0.1527, over 2473719.55 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07964, over 21449.80 utterances.], libri_tot_loss[loss=0.361, simple_loss=0.3988, pruned_loss=0.1618, over 2468152.26 frames. utt_duration=1201 frames, utt_pad_proportion=0.07673, over 8227.42 utterances.], giga_tot_loss[loss=0.341, simple_loss=0.3848, pruned_loss=0.1486, over 2474201.60 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07962, over 22812.52 utterances.], batch size: 80, lr: 1.36e-03
2022-08-20 14:39:51,957 INFO [train.py:927] (6/8) Epoch 1, batch 23700, giga_loss[loss=0.3496, simple_loss=0.3907, pruned_loss=0.1543, over 12345.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03343, over 51.00 utterances.], tot_loss[loss=0.3493, simple_loss=0.3915, pruned_loss=0.1535, over 2473757.89 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07704, over 21278.03 utterances.], libri_tot_loss[loss=0.359, simple_loss=0.3975, pruned_loss=0.1604, over 2467708.59 frames. utt_duration=1211 frames, utt_pad_proportion=0.07505, over 8163.40 utterances.], giga_tot_loss[loss=0.3455, simple_loss=0.3885, pruned_loss=0.1512, over 2474723.30 frames. utt_duration=434.5 frames, utt_pad_proportion=0.07779, over 22858.34 utterances.], batch size: 51, lr: 1.36e-03
2022-08-20 14:41:39,746 INFO [train.py:927] (6/8) Epoch 1, batch 23750, giga_loss[loss=0.3355, simple_loss=0.3813, pruned_loss=0.1449, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02736, over 91.00 utterances.], tot_loss[loss=0.3496, simple_loss=0.3912, pruned_loss=0.154, over 2474864.82 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07597, over 21118.65 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.3971, pruned_loss=0.16, over 2467766.38 frames. utt_duration=1213 frames, utt_pad_proportion=0.07372, over 8144.60 utterances.], giga_tot_loss[loss=0.347, simple_loss=0.389, pruned_loss=0.1524, over 2475719.21 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07709, over 22692.99 utterances.], batch size: 91, lr: 1.36e-03
2022-08-20 14:43:24,420 INFO [train.py:927] (6/8) Epoch 1, batch 23800, giga_loss[loss=0.4191, simple_loss=0.4173, pruned_loss=0.2104, over 12343.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2066, over 370.00 utterances.], tot_loss[loss=0.3509, simple_loss=0.3924, pruned_loss=0.1547, over 2475080.72 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07844, over 21938.33 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.397, pruned_loss=0.16, over 2467819.16 frames. utt_duration=1213 frames, utt_pad_proportion=0.07282, over 8145.64 utterances.], giga_tot_loss[loss=0.3487, simple_loss=0.3906, pruned_loss=0.1534, over 2475834.99 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07944, over 23431.38 utterances.], batch size: 370, lr: 1.36e-03
2022-08-20 14:45:10,591 INFO [train.py:927] (6/8) Epoch 1, batch 23850, giga_loss[loss=0.301, simple_loss=0.3611, pruned_loss=0.1204, over 12392.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02983, over 97.00 utterances.], tot_loss[loss=0.3522, simple_loss=0.3937, pruned_loss=0.1554, over 2475546.66 frames. utt_duration=436.5 frames, utt_pad_proportion=0.0823, over 22759.40 utterances.], libri_tot_loss[loss=0.3576, simple_loss=0.3966, pruned_loss=0.1595, over 2467677.18 frames. utt_duration=1215 frames, utt_pad_proportion=0.07209, over 8135.23 utterances.], giga_tot_loss[loss=0.351, simple_loss=0.3926, pruned_loss=0.1547, over 2476477.31 frames. utt_duration=409 frames, utt_pad_proportion=0.08313, over 24305.98 utterances.], batch size: 97, lr: 1.36e-03
2022-08-20 14:47:00,794 INFO [train.py:927] (6/8) Epoch 1, batch 23900, giga_loss[loss=0.3267, simple_loss=0.379, pruned_loss=0.1372, over 12358.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03681, over 122.00 utterances.], tot_loss[loss=0.3483, simple_loss=0.3919, pruned_loss=0.1524, over 2475764.12 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08368, over 23210.08 utterances.], libri_tot_loss[loss=0.3568, simple_loss=0.3965, pruned_loss=0.1587, over 2467992.64 frames. utt_duration=1222 frames, utt_pad_proportion=0.07084, over 8091.27 utterances.], giga_tot_loss[loss=0.3479, simple_loss=0.391, pruned_loss=0.1523, over 2476396.54 frames. utt_duration=401.1 frames, utt_pad_proportion=0.08465, over 24789.06 utterances.], batch size: 122, lr: 1.36e-03
2022-08-20 14:48:45,005 INFO [train.py:927] (6/8) Epoch 1, batch 23950, giga_loss[loss=0.2819, simple_loss=0.3394, pruned_loss=0.1122, over 12364.00 frames. utt_duration=472.4 frames, utt_pad_proportion=0.04171, over 105.00 utterances.], tot_loss[loss=0.3425, simple_loss=0.3887, pruned_loss=0.1481, over 2474588.50 frames. utt_duration=434.5 frames, utt_pad_proportion=0.08076, over 22857.46 utterances.], libri_tot_loss[loss=0.3567, simple_loss=0.3972, pruned_loss=0.1582, over 2467786.93 frames. utt_duration=1226 frames, utt_pad_proportion=0.0701, over 8064.03 utterances.], giga_tot_loss[loss=0.3421, simple_loss=0.3873, pruned_loss=0.1484, over 2475364.73 frames. utt_duration=408.5 frames, utt_pad_proportion=0.08195, over 24326.51 utterances.], batch size: 105, lr: 1.36e-03
2022-08-20 14:50:28,834 INFO [train.py:927] (6/8) Epoch 1, batch 24000, libri_loss[loss=0.3125, simple_loss=0.37, pruned_loss=0.1275, over 12184.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007708, over 30.00 utterances.], tot_loss[loss=0.3387, simple_loss=0.3864, pruned_loss=0.1454, over 2474135.76 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07665, over 21699.29 utterances.], libri_tot_loss[loss=0.3564, simple_loss=0.3974, pruned_loss=0.1579, over 2467726.35 frames. utt_duration=1231 frames, utt_pad_proportion=0.06875, over 8026.44 utterances.], giga_tot_loss[loss=0.3382, simple_loss=0.3849, pruned_loss=0.1457, over 2475014.36 frames. utt_duration=426.2 frames, utt_pad_proportion=0.07836, over 23306.76 utterances.], batch size: 30, lr: 1.35e-03
2022-08-20 14:50:28,836 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 14:50:43,960 INFO [train.py:967] (6/8) Epoch 1, validation: loss=0.2436, simple_loss=0.3562, pruned_loss=0.0655, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 14:52:38,952 INFO [train.py:927] (6/8) Epoch 1, batch 24050, giga_loss[loss=0.3196, simple_loss=0.3778, pruned_loss=0.1307, over 12245.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03827, over 28.00 utterances.], tot_loss[loss=0.3356, simple_loss=0.3841, pruned_loss=0.1435, over 2474447.76 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08068, over 22251.63 utterances.], libri_tot_loss[loss=0.3567, simple_loss=0.3977, pruned_loss=0.158, over 2467981.54 frames. utt_duration=1234 frames, utt_pad_proportion=0.06797, over 8011.15 utterances.], giga_tot_loss[loss=0.3347, simple_loss=0.3825, pruned_loss=0.1435, over 2474999.40 frames. utt_duration=419 frames, utt_pad_proportion=0.08204, over 23711.37 utterances.], batch size: 28, lr: 1.35e-03
2022-08-20 14:54:23,177 INFO [train.py:927] (6/8) Epoch 1, batch 24100, giga_loss[loss=0.3101, simple_loss=0.3822, pruned_loss=0.119, over 12339.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02977, over 66.00 utterances.], tot_loss[loss=0.3338, simple_loss=0.3841, pruned_loss=0.1417, over 2474769.69 frames. utt_duration=441 frames, utt_pad_proportion=0.08103, over 22521.83 utterances.], libri_tot_loss[loss=0.3564, simple_loss=0.3973, pruned_loss=0.1579, over 2467606.03 frames. utt_duration=1238 frames, utt_pad_proportion=0.06613, over 7983.20 utterances.], giga_tot_loss[loss=0.3326, simple_loss=0.3827, pruned_loss=0.1412, over 2475774.65 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08276, over 24186.24 utterances.], batch size: 66, lr: 1.35e-03
2022-08-20 14:56:07,846 INFO [train.py:927] (6/8) Epoch 1, batch 24150, libri_loss[loss=0.3066, simple_loss=0.3448, pruned_loss=0.1342, over 12400.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0072, over 31.00 utterances.], tot_loss[loss=0.3324, simple_loss=0.3829, pruned_loss=0.1409, over 2474303.50 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07663, over 20892.93 utterances.], libri_tot_loss[loss=0.3561, simple_loss=0.3968, pruned_loss=0.1579, over 2467851.09 frames. utt_duration=1227 frames, utt_pad_proportion=0.06974, over 8051.85 utterances.], giga_tot_loss[loss=0.3311, simple_loss=0.382, pruned_loss=0.1401, over 2475028.44 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07732, over 22464.98 utterances.], batch size: 31, lr: 1.35e-03
2022-08-20 14:57:49,930 INFO [train.py:927] (6/8) Epoch 1, batch 24200, libri_loss[loss=0.3526, simple_loss=0.4089, pruned_loss=0.1481, over 12182.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009385, over 30.00 utterances.], tot_loss[loss=0.3379, simple_loss=0.3837, pruned_loss=0.1461, over 2473884.50 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07503, over 20978.81 utterances.], libri_tot_loss[loss=0.361, simple_loss=0.3976, pruned_loss=0.1624, over 2467474.29 frames. utt_duration=1217 frames, utt_pad_proportion=0.07342, over 8117.59 utterances.], giga_tot_loss[loss=0.3316, simple_loss=0.3817, pruned_loss=0.1408, over 2475004.42 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07446, over 22531.02 utterances.], batch size: 30, lr: 1.35e-03
2022-08-20 14:59:32,050 INFO [train.py:927] (6/8) Epoch 1, batch 24250, giga_loss[loss=0.3821, simple_loss=0.3955, pruned_loss=0.1843, over 12369.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2055, over 370.00 utterances.], tot_loss[loss=0.3353, simple_loss=0.3813, pruned_loss=0.1446, over 2473060.95 frames. utt_duration=470 frames, utt_pad_proportion=0.0803, over 21111.16 utterances.], libri_tot_loss[loss=0.3597, simple_loss=0.3967, pruned_loss=0.1615, over 2467340.50 frames. utt_duration=1224 frames, utt_pad_proportion=0.07157, over 8075.19 utterances.], giga_tot_loss[loss=0.3307, simple_loss=0.3801, pruned_loss=0.1406, over 2474258.82 frames. utt_duration=435.4 frames, utt_pad_proportion=0.08009, over 22808.39 utterances.], batch size: 370, lr: 1.35e-03
2022-08-20 15:01:16,590 INFO [train.py:927] (6/8) Epoch 1, batch 24300, giga_loss[loss=0.2947, simple_loss=0.3537, pruned_loss=0.1178, over 12212.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03279, over 42.00 utterances.], tot_loss[loss=0.3294, simple_loss=0.3792, pruned_loss=0.1398, over 2473042.61 frames. utt_duration=505.1 frames, utt_pad_proportion=0.07427, over 19639.67 utterances.], libri_tot_loss[loss=0.3584, simple_loss=0.3958, pruned_loss=0.1606, over 2467674.60 frames. utt_duration=1215 frames, utt_pad_proportion=0.07386, over 8133.38 utterances.], giga_tot_loss[loss=0.3261, simple_loss=0.3785, pruned_loss=0.1368, over 2473891.76 frames. utt_duration=465 frames, utt_pad_proportion=0.07395, over 21345.79 utterances.], batch size: 42, lr: 1.35e-03
2022-08-20 15:03:03,588 INFO [train.py:927] (6/8) Epoch 1, batch 24350, giga_loss[loss=0.2747, simple_loss=0.3399, pruned_loss=0.1047, over 12355.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03263, over 97.00 utterances.], tot_loss[loss=0.326, simple_loss=0.377, pruned_loss=0.1375, over 2473967.49 frames. utt_duration=503 frames, utt_pad_proportion=0.07341, over 19731.04 utterances.], libri_tot_loss[loss=0.3583, simple_loss=0.396, pruned_loss=0.1604, over 2467822.32 frames. utt_duration=1214 frames, utt_pad_proportion=0.0733, over 8138.26 utterances.], giga_tot_loss[loss=0.323, simple_loss=0.376, pruned_loss=0.135, over 2474585.37 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07342, over 21238.97 utterances.], batch size: 97, lr: 1.35e-03
2022-08-20 15:04:44,800 INFO [train.py:927] (6/8) Epoch 1, batch 24400, giga_loss[loss=0.2689, simple_loss=0.3343, pruned_loss=0.1017, over 12309.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03491, over 51.00 utterances.], tot_loss[loss=0.3246, simple_loss=0.3762, pruned_loss=0.1365, over 2473811.99 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07171, over 19076.55 utterances.], libri_tot_loss[loss=0.3591, simple_loss=0.3976, pruned_loss=0.1605, over 2467707.64 frames. utt_duration=1206 frames, utt_pad_proportion=0.07652, over 8195.30 utterances.], giga_tot_loss[loss=0.3208, simple_loss=0.3737, pruned_loss=0.134, over 2474530.41 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07061, over 20424.88 utterances.], batch size: 51, lr: 1.34e-03
2022-08-20 15:06:28,314 INFO [train.py:927] (6/8) Epoch 1, batch 24450, giga_loss[loss=0.3162, simple_loss=0.3633, pruned_loss=0.1345, over 12450.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.0368, over 133.00 utterances.], tot_loss[loss=0.3208, simple_loss=0.3728, pruned_loss=0.1344, over 2473820.62 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06842, over 18693.61 utterances.], libri_tot_loss[loss=0.3574, simple_loss=0.3963, pruned_loss=0.1594, over 2467347.18 frames. utt_duration=1201 frames, utt_pad_proportion=0.07868, over 8228.19 utterances.], giga_tot_loss[loss=0.3183, simple_loss=0.3712, pruned_loss=0.1327, over 2474940.02 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06686, over 20090.01 utterances.], batch size: 133, lr: 1.34e-03
2022-08-20 15:08:12,212 INFO [train.py:927] (6/8) Epoch 1, batch 24500, giga_loss[loss=0.3257, simple_loss=0.3769, pruned_loss=0.1373, over 12449.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03719, over 105.00 utterances.], tot_loss[loss=0.3187, simple_loss=0.3703, pruned_loss=0.1335, over 2473573.48 frames. utt_duration=525.8 frames, utt_pad_proportion=0.07136, over 18868.21 utterances.], libri_tot_loss[loss=0.357, simple_loss=0.3958, pruned_loss=0.1593, over 2467179.00 frames. utt_duration=1200 frames, utt_pad_proportion=0.07855, over 8234.88 utterances.], giga_tot_loss[loss=0.3164, simple_loss=0.3692, pruned_loss=0.1319, over 2474710.31 frames. utt_duration=493.5 frames, utt_pad_proportion=0.06996, over 20115.69 utterances.], batch size: 105, lr: 1.34e-03
2022-08-20 15:09:53,331 INFO [train.py:927] (6/8) Epoch 1, batch 24550, giga_loss[loss=0.2837, simple_loss=0.3517, pruned_loss=0.1079, over 12447.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03686, over 40.00 utterances.], tot_loss[loss=0.3165, simple_loss=0.3695, pruned_loss=0.1318, over 2473782.09 frames. utt_duration=538.4 frames, utt_pad_proportion=0.07192, over 18429.50 utterances.], libri_tot_loss[loss=0.3556, simple_loss=0.3946, pruned_loss=0.1584, over 2467200.78 frames. utt_duration=1206 frames, utt_pad_proportion=0.0775, over 8192.51 utterances.], giga_tot_loss[loss=0.3154, simple_loss=0.3692, pruned_loss=0.1308, over 2474801.36 frames. utt_duration=505.3 frames, utt_pad_proportion=0.07111, over 19645.50 utterances.], batch size: 40, lr: 1.34e-03
2022-08-20 15:11:37,174 INFO [train.py:927] (6/8) Epoch 1, batch 24600, giga_loss[loss=0.3551, simple_loss=0.3889, pruned_loss=0.1606, over 12306.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02444, over 45.00 utterances.], tot_loss[loss=0.3178, simple_loss=0.3706, pruned_loss=0.1325, over 2473855.74 frames. utt_duration=534.5 frames, utt_pad_proportion=0.07154, over 18563.94 utterances.], libri_tot_loss[loss=0.3555, simple_loss=0.3944, pruned_loss=0.1584, over 2467632.99 frames. utt_duration=1200 frames, utt_pad_proportion=0.07999, over 8237.88 utterances.], giga_tot_loss[loss=0.3159, simple_loss=0.3699, pruned_loss=0.1309, over 2474468.06 frames. utt_duration=501.8 frames, utt_pad_proportion=0.06991, over 19781.99 utterances.], batch size: 45, lr: 1.34e-03
2022-08-20 15:13:23,861 INFO [train.py:927] (6/8) Epoch 1, batch 24650, giga_loss[loss=0.4104, simple_loss=0.4358, pruned_loss=0.1926, over 12400.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05804, over 182.00 utterances.], tot_loss[loss=0.3207, simple_loss=0.3722, pruned_loss=0.1346, over 2473614.24 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06886, over 18665.03 utterances.], libri_tot_loss[loss=0.3553, simple_loss=0.394, pruned_loss=0.1584, over 2467393.42 frames. utt_duration=1201 frames, utt_pad_proportion=0.07961, over 8229.93 utterances.], giga_tot_loss[loss=0.3188, simple_loss=0.3716, pruned_loss=0.133, over 2474447.17 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06782, over 19827.66 utterances.], batch size: 182, lr: 1.34e-03
2022-08-20 15:15:04,040 INFO [train.py:927] (6/8) Epoch 1, batch 24700, giga_loss[loss=0.3375, simple_loss=0.3771, pruned_loss=0.149, over 12447.00 frames. utt_duration=306.7 frames, utt_pad_proportion=0.05625, over 163.00 utterances.], tot_loss[loss=0.3242, simple_loss=0.3736, pruned_loss=0.1374, over 2473710.09 frames. utt_duration=519.3 frames, utt_pad_proportion=0.06742, over 19106.30 utterances.], libri_tot_loss[loss=0.354, simple_loss=0.3931, pruned_loss=0.1576, over 2467293.39 frames. utt_duration=1204 frames, utt_pad_proportion=0.07858, over 8209.14 utterances.], giga_tot_loss[loss=0.3231, simple_loss=0.3735, pruned_loss=0.1363, over 2474632.11 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06696, over 20292.83 utterances.], batch size: 163, lr: 1.34e-03
2022-08-20 15:16:48,199 INFO [train.py:927] (6/8) Epoch 1, batch 24750, giga_loss[loss=0.4429, simple_loss=0.4455, pruned_loss=0.2202, over 12398.00 frames. utt_duration=191.4 frames, utt_pad_proportion=0.114, over 261.00 utterances.], tot_loss[loss=0.3275, simple_loss=0.3764, pruned_loss=0.1393, over 2473600.42 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06887, over 19665.95 utterances.], libri_tot_loss[loss=0.3539, simple_loss=0.3941, pruned_loss=0.157, over 2467243.16 frames. utt_duration=1205 frames, utt_pad_proportion=0.0783, over 8197.95 utterances.], giga_tot_loss[loss=0.3261, simple_loss=0.375, pruned_loss=0.1386, over 2474477.98 frames. utt_duration=477 frames, utt_pad_proportion=0.06847, over 20813.14 utterances.], batch size: 261, lr: 1.33e-03
2022-08-20 15:18:27,535 INFO [train.py:927] (6/8) Epoch 1, batch 24800, giga_loss[loss=0.2603, simple_loss=0.3222, pruned_loss=0.09921, over 12326.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03355, over 85.00 utterances.], tot_loss[loss=0.3246, simple_loss=0.375, pruned_loss=0.1371, over 2473850.74 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07115, over 19974.36 utterances.], libri_tot_loss[loss=0.3535, simple_loss=0.3937, pruned_loss=0.1567, over 2467042.86 frames. utt_duration=1209 frames, utt_pad_proportion=0.07711, over 8172.24 utterances.], giga_tot_loss[loss=0.3234, simple_loss=0.374, pruned_loss=0.1364, over 2474841.06 frames. utt_duration=470.3 frames, utt_pad_proportion=0.0711, over 21113.41 utterances.], batch size: 85, lr: 1.33e-03
2022-08-20 15:20:11,383 INFO [train.py:927] (6/8) Epoch 1, batch 24850, giga_loss[loss=0.3193, simple_loss=0.3659, pruned_loss=0.1363, over 12307.00 frames. utt_duration=913.1 frames, utt_pad_proportion=0.02451, over 54.00 utterances.], tot_loss[loss=0.3254, simple_loss=0.3743, pruned_loss=0.1383, over 2474013.93 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06977, over 19859.42 utterances.], libri_tot_loss[loss=0.353, simple_loss=0.3929, pruned_loss=0.1566, over 2467036.97 frames. utt_duration=1213 frames, utt_pad_proportion=0.07597, over 8146.76 utterances.], giga_tot_loss[loss=0.324, simple_loss=0.3735, pruned_loss=0.1373, over 2475029.61 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07012, over 21162.29 utterances.], batch size: 54, lr: 1.33e-03
2022-08-20 15:21:52,483 INFO [train.py:927] (6/8) Epoch 1, batch 24900, giga_loss[loss=0.3233, simple_loss=0.3738, pruned_loss=0.1364, over 12349.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03317, over 97.00 utterances.], tot_loss[loss=0.3251, simple_loss=0.3732, pruned_loss=0.1384, over 2473282.72 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07137, over 19590.07 utterances.], libri_tot_loss[loss=0.3525, simple_loss=0.3924, pruned_loss=0.1564, over 2466910.33 frames. utt_duration=1215 frames, utt_pad_proportion=0.07406, over 8130.56 utterances.], giga_tot_loss[loss=0.3233, simple_loss=0.3723, pruned_loss=0.1371, over 2474468.85 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07218, over 21082.92 utterances.], batch size: 97, lr: 1.33e-03
2022-08-20 15:23:38,590 INFO [train.py:927] (6/8) Epoch 1, batch 24950, giga_loss[loss=0.2873, simple_loss=0.3691, pruned_loss=0.1027, over 12332.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03474, over 62.00 utterances.], tot_loss[loss=0.3263, simple_loss=0.3761, pruned_loss=0.1383, over 2474356.25 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06843, over 19491.04 utterances.], libri_tot_loss[loss=0.3514, simple_loss=0.3915, pruned_loss=0.1558, over 2467255.00 frames. utt_duration=1220 frames, utt_pad_proportion=0.0733, over 8100.75 utterances.], giga_tot_loss[loss=0.3254, simple_loss=0.3759, pruned_loss=0.1375, over 2475091.70 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06949, over 20835.92 utterances.], batch size: 62, lr: 1.33e-03
2022-08-20 15:25:18,293 INFO [train.py:927] (6/8) Epoch 1, batch 25000, giga_loss[loss=0.2957, simple_loss=0.3585, pruned_loss=0.1165, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0295, over 45.00 utterances.], tot_loss[loss=0.3278, simple_loss=0.3784, pruned_loss=0.1386, over 2474409.92 frames. utt_duration=481 frames, utt_pad_proportion=0.07735, over 20641.75 utterances.], libri_tot_loss[loss=0.3515, simple_loss=0.3917, pruned_loss=0.1557, over 2467611.76 frames. utt_duration=1219 frames, utt_pad_proportion=0.07272, over 8106.89 utterances.], giga_tot_loss[loss=0.3264, simple_loss=0.3777, pruned_loss=0.1375, over 2474856.64 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07787, over 22051.15 utterances.], batch size: 45, lr: 1.33e-03
2022-08-20 15:26:59,829 INFO [train.py:927] (6/8) Epoch 1, batch 25050, giga_loss[loss=0.3414, simple_loss=0.3879, pruned_loss=0.1474, over 12452.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03423, over 98.00 utterances.], tot_loss[loss=0.3303, simple_loss=0.3806, pruned_loss=0.14, over 2474262.48 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07896, over 20731.22 utterances.], libri_tot_loss[loss=0.351, simple_loss=0.3917, pruned_loss=0.1553, over 2467465.74 frames. utt_duration=1225 frames, utt_pad_proportion=0.07107, over 8066.11 utterances.], giga_tot_loss[loss=0.3291, simple_loss=0.3798, pruned_loss=0.1392, over 2474933.51 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07987, over 22243.41 utterances.], batch size: 98, lr: 1.33e-03
2022-08-20 15:28:44,153 INFO [train.py:927] (6/8) Epoch 1, batch 25100, giga_loss[loss=0.3169, simple_loss=0.3786, pruned_loss=0.1276, over 12328.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03389, over 85.00 utterances.], tot_loss[loss=0.3321, simple_loss=0.3808, pruned_loss=0.1416, over 2474232.12 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07735, over 20737.65 utterances.], libri_tot_loss[loss=0.3489, simple_loss=0.3898, pruned_loss=0.1541, over 2467478.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.06876, over 7995.51 utterances.], giga_tot_loss[loss=0.3323, simple_loss=0.3816, pruned_loss=0.1416, over 2475046.23 frames. utt_duration=440 frames, utt_pad_proportion=0.07906, over 22577.88 utterances.], batch size: 85, lr: 1.33e-03
2022-08-20 15:30:27,265 INFO [train.py:927] (6/8) Epoch 1, batch 25150, giga_loss[loss=0.3049, simple_loss=0.3624, pruned_loss=0.1237, over 12366.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02934, over 85.00 utterances.], tot_loss[loss=0.3292, simple_loss=0.3781, pruned_loss=0.1401, over 2474172.73 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07224, over 20463.96 utterances.], libri_tot_loss[loss=0.3488, simple_loss=0.3895, pruned_loss=0.1542, over 2467388.91 frames. utt_duration=1237 frames, utt_pad_proportion=0.06762, over 7986.50 utterances.], giga_tot_loss[loss=0.3291, simple_loss=0.3787, pruned_loss=0.1397, over 2475074.39 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07443, over 22226.87 utterances.], batch size: 85, lr: 1.32e-03
2022-08-20 15:32:13,353 INFO [train.py:927] (6/8) Epoch 1, batch 25200, giga_loss[loss=0.3051, simple_loss=0.3542, pruned_loss=0.128, over 12366.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03122, over 97.00 utterances.], tot_loss[loss=0.3292, simple_loss=0.3776, pruned_loss=0.1404, over 2474861.83 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07243, over 20917.95 utterances.], libri_tot_loss[loss=0.3484, simple_loss=0.3892, pruned_loss=0.1539, over 2467613.48 frames. utt_duration=1239 frames, utt_pad_proportion=0.0668, over 7977.87 utterances.], giga_tot_loss[loss=0.329, simple_loss=0.3781, pruned_loss=0.1399, over 2475533.93 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07445, over 22620.81 utterances.], batch size: 97, lr: 1.32e-03
2022-08-20 15:33:56,037 INFO [train.py:927] (6/8) Epoch 1, batch 25250, giga_loss[loss=0.2684, simple_loss=0.3392, pruned_loss=0.09876, over 12396.00 frames. utt_duration=856.5 frames, utt_pad_proportion=0.02887, over 58.00 utterances.], tot_loss[loss=0.327, simple_loss=0.3753, pruned_loss=0.1393, over 2473801.86 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07252, over 20660.18 utterances.], libri_tot_loss[loss=0.3464, simple_loss=0.3876, pruned_loss=0.1527, over 2467074.57 frames. utt_duration=1244 frames, utt_pad_proportion=0.06504, over 7942.34 utterances.], giga_tot_loss[loss=0.328, simple_loss=0.3767, pruned_loss=0.1396, over 2475060.09 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07472, over 22509.38 utterances.], batch size: 58, lr: 1.32e-03
2022-08-20 15:35:40,766 INFO [train.py:927] (6/8) Epoch 1, batch 25300, giga_loss[loss=0.3014, simple_loss=0.3675, pruned_loss=0.1177, over 12395.00 frames. utt_duration=856.4 frames, utt_pad_proportion=0.02907, over 58.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3758, pruned_loss=0.1389, over 2474731.52 frames. utt_duration=471.5 frames, utt_pad_proportion=0.0739, over 21060.60 utterances.], libri_tot_loss[loss=0.3477, simple_loss=0.3891, pruned_loss=0.1532, over 2467214.19 frames. utt_duration=1244 frames, utt_pad_proportion=0.06447, over 7945.63 utterances.], giga_tot_loss[loss=0.3258, simple_loss=0.3752, pruned_loss=0.1383, over 2475826.94 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07585, over 22881.40 utterances.], batch size: 58, lr: 1.32e-03
2022-08-20 15:37:25,193 INFO [train.py:927] (6/8) Epoch 1, batch 25350, giga_loss[loss=0.3254, simple_loss=0.3782, pruned_loss=0.1363, over 12471.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02933, over 55.00 utterances.], tot_loss[loss=0.3285, simple_loss=0.3767, pruned_loss=0.1401, over 2474332.83 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07627, over 21255.90 utterances.], libri_tot_loss[loss=0.3471, simple_loss=0.3884, pruned_loss=0.153, over 2466724.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.06355, over 7914.97 utterances.], giga_tot_loss[loss=0.3279, simple_loss=0.3766, pruned_loss=0.1396, over 2475762.37 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07799, over 22967.27 utterances.], batch size: 55, lr: 1.32e-03
2022-08-20 15:39:09,036 INFO [train.py:927] (6/8) Epoch 1, batch 25400, giga_loss[loss=0.3084, simple_loss=0.3707, pruned_loss=0.123, over 12375.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02799, over 91.00 utterances.], tot_loss[loss=0.3267, simple_loss=0.3768, pruned_loss=0.1383, over 2473584.45 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07729, over 21125.93 utterances.], libri_tot_loss[loss=0.3457, simple_loss=0.3873, pruned_loss=0.1522, over 2466451.82 frames. utt_duration=1252 frames, utt_pad_proportion=0.06222, over 7890.22 utterances.], giga_tot_loss[loss=0.3269, simple_loss=0.3774, pruned_loss=0.1382, over 2475214.01 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07916, over 22953.96 utterances.], batch size: 91, lr: 1.32e-03
2022-08-20 15:40:53,787 INFO [train.py:927] (6/8) Epoch 1, batch 25450, giga_loss[loss=0.4135, simple_loss=0.4241, pruned_loss=0.2014, over 12382.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07378, over 212.00 utterances.], tot_loss[loss=0.3263, simple_loss=0.3785, pruned_loss=0.1371, over 2473378.74 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0782, over 20916.39 utterances.], libri_tot_loss[loss=0.3457, simple_loss=0.3872, pruned_loss=0.1521, over 2466572.57 frames. utt_duration=1252 frames, utt_pad_proportion=0.06197, over 7890.77 utterances.], giga_tot_loss[loss=0.3265, simple_loss=0.379, pruned_loss=0.137, over 2474578.12 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07973, over 22401.64 utterances.], batch size: 212, lr: 1.32e-03
2022-08-20 15:42:38,351 INFO [train.py:927] (6/8) Epoch 1, batch 25500, giga_loss[loss=0.2786, simple_loss=0.3483, pruned_loss=0.1044, over 12344.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03295, over 85.00 utterances.], tot_loss[loss=0.3314, simple_loss=0.3827, pruned_loss=0.14, over 2473043.91 frames. utt_duration=481.3 frames, utt_pad_proportion=0.0749, over 20615.65 utterances.], libri_tot_loss[loss=0.3466, simple_loss=0.3885, pruned_loss=0.1524, over 2466451.18 frames. utt_duration=1254 frames, utt_pad_proportion=0.06153, over 7876.92 utterances.], giga_tot_loss[loss=0.3304, simple_loss=0.3817, pruned_loss=0.1396, over 2474163.49 frames. utt_duration=453 frames, utt_pad_proportion=0.0765, over 21917.90 utterances.], batch size: 85, lr: 1.32e-03
2022-08-20 15:44:23,224 INFO [train.py:927] (6/8) Epoch 1, batch 25550, libri_loss[loss=0.2851, simple_loss=0.335, pruned_loss=0.1177, over 12407.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006263, over 30.00 utterances.], tot_loss[loss=0.3309, simple_loss=0.3817, pruned_loss=0.1401, over 2473700.36 frames. utt_duration=480.1 frames, utt_pad_proportion=0.07198, over 20673.82 utterances.], libri_tot_loss[loss=0.347, simple_loss=0.3888, pruned_loss=0.1527, over 2466597.22 frames. utt_duration=1259 frames, utt_pad_proportion=0.06066, over 7846.55 utterances.], giga_tot_loss[loss=0.3296, simple_loss=0.3807, pruned_loss=0.1393, over 2474569.41 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07377, over 21982.80 utterances.], batch size: 30, lr: 1.31e-03
2022-08-20 15:46:07,702 INFO [train.py:927] (6/8) Epoch 1, batch 25600, libri_loss[loss=0.2956, simple_loss=0.3377, pruned_loss=0.1268, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0072, over 31.00 utterances.], tot_loss[loss=0.3277, simple_loss=0.3806, pruned_loss=0.1374, over 2473700.02 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06948, over 20269.53 utterances.], libri_tot_loss[loss=0.3455, simple_loss=0.3875, pruned_loss=0.1518, over 2466833.75 frames. utt_duration=1262 frames, utt_pad_proportion=0.05973, over 7825.15 utterances.], giga_tot_loss[loss=0.3276, simple_loss=0.3808, pruned_loss=0.1372, over 2474378.10 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07145, over 21668.83 utterances.], batch size: 31, lr: 1.31e-03
2022-08-20 15:47:53,083 INFO [train.py:927] (6/8) Epoch 1, batch 25650, giga_loss[loss=0.3123, simple_loss=0.3653, pruned_loss=0.1297, over 12448.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03447, over 43.00 utterances.], tot_loss[loss=0.3263, simple_loss=0.3798, pruned_loss=0.1364, over 2473543.60 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06686, over 19853.27 utterances.], libri_tot_loss[loss=0.3452, simple_loss=0.3873, pruned_loss=0.1516, over 2467105.33 frames. utt_duration=1265 frames, utt_pad_proportion=0.05903, over 7809.85 utterances.], giga_tot_loss[loss=0.3262, simple_loss=0.38, pruned_loss=0.1362, over 2473931.19 frames. utt_duration=469.6 frames, utt_pad_proportion=0.06889, over 21140.62 utterances.], batch size: 43, lr: 1.31e-03
2022-08-20 15:49:41,147 INFO [train.py:927] (6/8) Epoch 1, batch 25700, giga_loss[loss=0.3185, simple_loss=0.3539, pruned_loss=0.1415, over 12366.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.327, simple_loss=0.3791, pruned_loss=0.1374, over 2474422.74 frames. utt_duration=462.3 frames, utt_pad_proportion=0.06912, over 21477.87 utterances.], libri_tot_loss[loss=0.3452, simple_loss=0.3873, pruned_loss=0.1516, over 2467105.33 frames. utt_duration=1265 frames, utt_pad_proportion=0.05903, over 7809.85 utterances.], giga_tot_loss[loss=0.3269, simple_loss=0.3793, pruned_loss=0.1372, over 2474724.40 frames. utt_duration=441.8 frames, utt_pad_proportion=0.0705, over 22479.83 utterances.], batch size: 366, lr: 1.31e-03
2022-08-20 15:51:30,960 INFO [train.py:927] (6/8) Epoch 1, batch 25750, giga_loss[loss=0.3463, simple_loss=0.3915, pruned_loss=0.1505, over 12362.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06582, over 183.00 utterances.], tot_loss[loss=0.3264, simple_loss=0.3781, pruned_loss=0.1373, over 2475071.94 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06665, over 21322.61 utterances.], libri_tot_loss[loss=0.3455, simple_loss=0.3877, pruned_loss=0.1517, over 2467038.69 frames. utt_duration=1261 frames, utt_pad_proportion=0.05921, over 7834.69 utterances.], giga_tot_loss[loss=0.3259, simple_loss=0.3777, pruned_loss=0.137, over 2475431.42 frames. utt_duration=447.3 frames, utt_pad_proportion=0.06784, over 22208.66 utterances.], batch size: 183, lr: 1.31e-03
2022-08-20 15:53:13,090 INFO [train.py:927] (6/8) Epoch 1, batch 25800, giga_loss[loss=0.35, simple_loss=0.3918, pruned_loss=0.1541, over 12440.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04104, over 146.00 utterances.], tot_loss[loss=0.3285, simple_loss=0.3789, pruned_loss=0.139, over 2474410.28 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07074, over 21636.74 utterances.], libri_tot_loss[loss=0.3461, simple_loss=0.389, pruned_loss=0.1517, over 2466683.11 frames. utt_duration=1265 frames, utt_pad_proportion=0.05807, over 7811.11 utterances.], giga_tot_loss[loss=0.3271, simple_loss=0.3773, pruned_loss=0.1385, over 2475209.45 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07201, over 22693.09 utterances.], batch size: 146, lr: 1.31e-03
2022-08-20 15:54:54,091 INFO [train.py:927] (6/8) Epoch 1, batch 25850, giga_loss[loss=0.301, simple_loss=0.3679, pruned_loss=0.117, over 12387.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.04143, over 105.00 utterances.], tot_loss[loss=0.3232, simple_loss=0.3752, pruned_loss=0.1356, over 2474769.40 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07313, over 22385.05 utterances.], libri_tot_loss[loss=0.3461, simple_loss=0.389, pruned_loss=0.1517, over 2466802.46 frames. utt_duration=1266 frames, utt_pad_proportion=0.0576, over 7804.02 utterances.], giga_tot_loss[loss=0.3219, simple_loss=0.3738, pruned_loss=0.1351, over 2475361.83 frames. utt_duration=425.5 frames, utt_pad_proportion=0.0742, over 23351.20 utterances.], batch size: 105, lr: 1.31e-03
2022-08-20 15:56:45,113 INFO [train.py:927] (6/8) Epoch 1, batch 25900, giga_loss[loss=0.2997, simple_loss=0.3542, pruned_loss=0.1226, over 12386.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.0296, over 97.00 utterances.], tot_loss[loss=0.3177, simple_loss=0.3708, pruned_loss=0.1323, over 2474867.11 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07538, over 22273.17 utterances.], libri_tot_loss[loss=0.3461, simple_loss=0.389, pruned_loss=0.1517, over 2466802.46 frames. utt_duration=1266 frames, utt_pad_proportion=0.0576, over 7804.02 utterances.], giga_tot_loss[loss=0.3168, simple_loss=0.3698, pruned_loss=0.1319, over 2475328.21 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07615, over 23025.13 utterances.], batch size: 97, lr: 1.31e-03
2022-08-20 15:58:28,359 INFO [train.py:927] (6/8) Epoch 1, batch 25950, giga_loss[loss=0.375, simple_loss=0.3954, pruned_loss=0.1773, over 12380.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.3149, simple_loss=0.3688, pruned_loss=0.1305, over 2474906.26 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07228, over 21293.78 utterances.], libri_tot_loss[loss=0.3458, simple_loss=0.3893, pruned_loss=0.1512, over 2466802.83 frames. utt_duration=1273 frames, utt_pad_proportion=0.05632, over 7762.30 utterances.], giga_tot_loss[loss=0.3135, simple_loss=0.3671, pruned_loss=0.13, over 2475566.76 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07359, over 22402.71 utterances.], batch size: 257, lr: 1.30e-03
2022-08-20 16:00:09,501 INFO [train.py:927] (6/8) Epoch 1, batch 26000, giga_loss[loss=0.2827, simple_loss=0.352, pruned_loss=0.1067, over 12457.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.0405, over 114.00 utterances.], tot_loss[loss=0.317, simple_loss=0.3706, pruned_loss=0.1317, over 2474947.80 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07356, over 21088.39 utterances.], libri_tot_loss[loss=0.3457, simple_loss=0.3889, pruned_loss=0.1513, over 2466552.29 frames. utt_duration=1266 frames, utt_pad_proportion=0.0567, over 7805.11 utterances.], giga_tot_loss[loss=0.3152, simple_loss=0.369, pruned_loss=0.1307, over 2475937.29 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07462, over 22308.17 utterances.], batch size: 114, lr: 1.30e-03
2022-08-20 16:01:58,841 INFO [train.py:927] (6/8) Epoch 1, batch 26050, giga_loss[loss=0.2703, simple_loss=0.3365, pruned_loss=0.102, over 12354.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02951, over 70.00 utterances.], tot_loss[loss=0.3168, simple_loss=0.3695, pruned_loss=0.1321, over 2473782.28 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07939, over 21668.82 utterances.], libri_tot_loss[loss=0.3455, simple_loss=0.3884, pruned_loss=0.1513, over 2466315.17 frames. utt_duration=1266 frames, utt_pad_proportion=0.05607, over 7802.20 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.3682, pruned_loss=0.1308, over 2474961.67 frames. utt_duration=432.7 frames, utt_pad_proportion=0.08033, over 22956.20 utterances.], batch size: 70, lr: 1.30e-03
2022-08-20 16:03:41,083 INFO [train.py:927] (6/8) Epoch 1, batch 26100, giga_loss[loss=0.4406, simple_loss=0.4399, pruned_loss=0.2207, over 12377.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1019, over 257.00 utterances.], tot_loss[loss=0.3171, simple_loss=0.3697, pruned_loss=0.1323, over 2473585.33 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07593, over 20550.72 utterances.], libri_tot_loss[loss=0.3435, simple_loss=0.3868, pruned_loss=0.1501, over 2466532.38 frames. utt_duration=1271 frames, utt_pad_proportion=0.05485, over 7773.89 utterances.], giga_tot_loss[loss=0.3163, simple_loss=0.3694, pruned_loss=0.1316, over 2474622.72 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07753, over 22084.00 utterances.], batch size: 257, lr: 1.30e-03
2022-08-20 16:05:25,928 INFO [train.py:927] (6/8) Epoch 1, batch 26150, giga_loss[loss=0.3414, simple_loss=0.394, pruned_loss=0.1444, over 12395.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04847, over 161.00 utterances.], tot_loss[loss=0.3207, simple_loss=0.3722, pruned_loss=0.1346, over 2473606.50 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07898, over 21277.23 utterances.], libri_tot_loss[loss=0.3437, simple_loss=0.3869, pruned_loss=0.1503, over 2466339.41 frames. utt_duration=1270 frames, utt_pad_proportion=0.05477, over 7779.13 utterances.], giga_tot_loss[loss=0.3194, simple_loss=0.3717, pruned_loss=0.1335, over 2474722.19 frames. utt_duration=437.2 frames, utt_pad_proportion=0.0802, over 22715.97 utterances.], batch size: 161, lr: 1.30e-03
2022-08-20 16:07:17,131 INFO [train.py:927] (6/8) Epoch 1, batch 26200, giga_loss[loss=0.3179, simple_loss=0.3818, pruned_loss=0.127, over 12374.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06046, over 182.00 utterances.], tot_loss[loss=0.3236, simple_loss=0.3743, pruned_loss=0.1364, over 2474552.31 frames. utt_duration=449.3 frames, utt_pad_proportion=0.08246, over 22104.39 utterances.], libri_tot_loss[loss=0.3435, simple_loss=0.3868, pruned_loss=0.1502, over 2466483.71 frames. utt_duration=1271 frames, utt_pad_proportion=0.05459, over 7769.23 utterances.], giga_tot_loss[loss=0.3226, simple_loss=0.3738, pruned_loss=0.1357, over 2475336.20 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08329, over 23294.43 utterances.], batch size: 182, lr: 1.30e-03
2022-08-20 16:09:05,292 INFO [train.py:927] (6/8) Epoch 1, batch 26250, giga_loss[loss=0.3346, simple_loss=0.374, pruned_loss=0.1476, over 12413.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02863, over 62.00 utterances.], tot_loss[loss=0.3238, simple_loss=0.3756, pruned_loss=0.136, over 2473966.68 frames. utt_duration=461.2 frames, utt_pad_proportion=0.0806, over 21522.74 utterances.], libri_tot_loss[loss=0.3442, simple_loss=0.3881, pruned_loss=0.1502, over 2466387.54 frames. utt_duration=1274 frames, utt_pad_proportion=0.05398, over 7753.74 utterances.], giga_tot_loss[loss=0.3222, simple_loss=0.374, pruned_loss=0.1352, over 2474797.52 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08165, over 22667.10 utterances.], batch size: 62, lr: 1.30e-03
2022-08-20 16:10:51,169 INFO [train.py:927] (6/8) Epoch 1, batch 26300, giga_loss[loss=0.2906, simple_loss=0.35, pruned_loss=0.1156, over 12344.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02881, over 66.00 utterances.], tot_loss[loss=0.3235, simple_loss=0.3749, pruned_loss=0.1361, over 2474631.38 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07849, over 22112.44 utterances.], libri_tot_loss[loss=0.344, simple_loss=0.3879, pruned_loss=0.1502, over 2466400.23 frames. utt_duration=1276 frames, utt_pad_proportion=0.05334, over 7740.48 utterances.], giga_tot_loss[loss=0.3221, simple_loss=0.3736, pruned_loss=0.1353, over 2475389.97 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07969, over 23220.43 utterances.], batch size: 66, lr: 1.30e-03
2022-08-20 16:12:37,955 INFO [train.py:927] (6/8) Epoch 1, batch 26350, giga_loss[loss=0.4079, simple_loss=0.4104, pruned_loss=0.2027, over 12396.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.3216, simple_loss=0.3729, pruned_loss=0.1351, over 2474594.16 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07807, over 22140.58 utterances.], libri_tot_loss[loss=0.3428, simple_loss=0.3869, pruned_loss=0.1494, over 2466325.64 frames. utt_duration=1278 frames, utt_pad_proportion=0.05311, over 7726.74 utterances.], giga_tot_loss[loss=0.3211, simple_loss=0.3725, pruned_loss=0.1349, over 2475395.05 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07927, over 23288.83 utterances.], batch size: 258, lr: 1.30e-03
2022-08-20 16:14:18,693 INFO [train.py:927] (6/8) Epoch 1, batch 26400, giga_loss[loss=0.3289, simple_loss=0.3746, pruned_loss=0.1416, over 12372.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06002, over 182.00 utterances.], tot_loss[loss=0.3191, simple_loss=0.3707, pruned_loss=0.1338, over 2474422.62 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07601, over 21241.70 utterances.], libri_tot_loss[loss=0.3411, simple_loss=0.3853, pruned_loss=0.1485, over 2466454.09 frames. utt_duration=1286 frames, utt_pad_proportion=0.05139, over 7682.89 utterances.], giga_tot_loss[loss=0.3194, simple_loss=0.3712, pruned_loss=0.1338, over 2475258.38 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07796, over 22762.65 utterances.], batch size: 182, lr: 1.29e-03
2022-08-20 16:16:01,403 INFO [train.py:927] (6/8) Epoch 1, batch 26450, giga_loss[loss=0.3523, simple_loss=0.3984, pruned_loss=0.1531, over 12403.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04401, over 146.00 utterances.], tot_loss[loss=0.3228, simple_loss=0.3737, pruned_loss=0.136, over 2474871.77 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07719, over 21439.15 utterances.], libri_tot_loss[loss=0.3421, simple_loss=0.3864, pruned_loss=0.1489, over 2466679.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.05989, over 7850.00 utterances.], giga_tot_loss[loss=0.3217, simple_loss=0.3728, pruned_loss=0.1353, over 2475477.30 frames. utt_duration=436.9 frames, utt_pad_proportion=0.0763, over 22740.32 utterances.], batch size: 146, lr: 1.29e-03
2022-08-20 16:17:45,003 INFO [train.py:927] (6/8) Epoch 1, batch 26500, giga_loss[loss=0.2886, simple_loss=0.3463, pruned_loss=0.1155, over 12246.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03014, over 42.00 utterances.], tot_loss[loss=0.3249, simple_loss=0.3742, pruned_loss=0.1378, over 2474777.97 frames. utt_duration=460 frames, utt_pad_proportion=0.07642, over 21588.95 utterances.], libri_tot_loss[loss=0.3426, simple_loss=0.3864, pruned_loss=0.1494, over 2466693.07 frames. utt_duration=1254 frames, utt_pad_proportion=0.06039, over 7874.75 utterances.], giga_tot_loss[loss=0.3236, simple_loss=0.3735, pruned_loss=0.1369, over 2475273.56 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07566, over 22642.21 utterances.], batch size: 42, lr: 1.29e-03
2022-08-20 16:19:28,133 INFO [train.py:927] (6/8) Epoch 1, batch 26550, giga_loss[loss=0.2925, simple_loss=0.3562, pruned_loss=0.1144, over 12438.00 frames. utt_duration=906.1 frames, utt_pad_proportion=0.03195, over 55.00 utterances.], tot_loss[loss=0.3287, simple_loss=0.3764, pruned_loss=0.1405, over 2475288.09 frames. utt_duration=468 frames, utt_pad_proportion=0.0753, over 21223.88 utterances.], libri_tot_loss[loss=0.3466, simple_loss=0.3886, pruned_loss=0.1524, over 2466909.49 frames. utt_duration=1239 frames, utt_pad_proportion=0.06268, over 7976.48 utterances.], giga_tot_loss[loss=0.3236, simple_loss=0.3735, pruned_loss=0.1368, over 2475631.97 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07415, over 22217.75 utterances.], batch size: 55, lr: 1.29e-03
2022-08-20 16:21:11,342 INFO [train.py:927] (6/8) Epoch 1, batch 26600, giga_loss[loss=0.3268, simple_loss=0.3823, pruned_loss=0.1357, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02431, over 45.00 utterances.], tot_loss[loss=0.3343, simple_loss=0.3831, pruned_loss=0.1427, over 2475546.26 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07242, over 21015.28 utterances.], libri_tot_loss[loss=0.3516, simple_loss=0.3945, pruned_loss=0.1544, over 2467040.49 frames. utt_duration=1219 frames, utt_pad_proportion=0.06785, over 8105.46 utterances.], giga_tot_loss[loss=0.3253, simple_loss=0.3751, pruned_loss=0.1377, over 2475816.78 frames. utt_duration=454.4 frames, utt_pad_proportion=0.06982, over 21864.29 utterances.], batch size: 45, lr: 1.29e-03
2022-08-20 16:21:41,528 INFO [train.py:844] (6/8) libri reaches end of dataloader
2022-08-20 16:24:05,112 INFO [train.py:927] (6/8) Epoch 2, batch 50, giga_loss[loss=0.2422, simple_loss=0.3237, pruned_loss=0.08031, over 12307.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.042, over 26.00 utterances.], tot_loss[loss=0.2987, simple_loss=0.3686, pruned_loss=0.1145, over 548424.20 frames. utt_duration=551 frames, utt_pad_proportion=0.07234, over 3992.42 utterances.], libri_tot_loss[loss=0.3066, simple_loss=0.3838, pruned_loss=0.1147, over 49095.29 frames. utt_duration=1478 frames, utt_pad_proportion=0.00849, over 132.96 utterances.], giga_tot_loss[loss=0.2985, simple_loss=0.3677, pruned_loss=0.1146, over 509445.29 frames. utt_duration=521.6 frames, utt_pad_proportion=0.07421, over 3918.37 utterances.], batch size: 26, lr: 1.28e-03
2022-08-20 16:25:48,753 INFO [train.py:927] (6/8) Epoch 2, batch 100, giga_loss[loss=0.2245, simple_loss=0.2966, pruned_loss=0.07622, over 12375.00 frames. utt_duration=661.6 frames, utt_pad_proportion=0.03697, over 75.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3431, pruned_loss=0.103, over 975370.42 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06743, over 7016.72 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3653, pruned_loss=0.1164, over 132520.20 frames. utt_duration=1168 frames, utt_pad_proportion=0.09273, over 454.28 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3412, pruned_loss=0.1016, over 890600.66 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06618, over 6834.67 utterances.], batch size: 75, lr: 1.28e-03
2022-08-20 16:27:33,851 INFO [train.py:927] (6/8) Epoch 2, batch 150, giga_loss[loss=0.2101, simple_loss=0.2776, pruned_loss=0.07129, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02929, over 45.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3247, pruned_loss=0.09386, over 1307617.04 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06413, over 9059.37 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3661, pruned_loss=0.119, over 167405.46 frames. utt_duration=1144 frames, utt_pad_proportion=0.08712, over 585.85 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3214, pruned_loss=0.09163, over 1223032.76 frames. utt_duration=551.1 frames, utt_pad_proportion=0.0632, over 8900.74 utterances.], batch size: 45, lr: 1.28e-03
2022-08-20 16:29:13,599 INFO [train.py:927] (6/8) Epoch 2, batch 200, giga_loss[loss=0.278, simple_loss=0.3205, pruned_loss=0.1177, over 12370.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1083, over 259.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3131, pruned_loss=0.08865, over 1566441.71 frames. utt_duration=560.5 frames, utt_pad_proportion=0.0683, over 11207.84 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3636, pruned_loss=0.1193, over 235605.77 frames. utt_duration=1188 frames, utt_pad_proportion=0.07419, over 794.47 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3085, pruned_loss=0.08557, over 1471014.19 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06824, over 11153.00 utterances.], batch size: 259, lr: 1.28e-03
2022-08-20 16:30:51,969 INFO [train.py:927] (6/8) Epoch 2, batch 250, giga_loss[loss=0.2236, simple_loss=0.2917, pruned_loss=0.07776, over 12133.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03381, over 30.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3071, pruned_loss=0.08597, over 1766794.44 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06424, over 12448.84 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3619, pruned_loss=0.1167, over 301494.58 frames. utt_duration=1145 frames, utt_pad_proportion=0.09632, over 1054.50 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3016, pruned_loss=0.08273, over 1669052.14 frames. utt_duration=537.3 frames, utt_pad_proportion=0.06204, over 12459.41 utterances.], batch size: 30, lr: 1.28e-03
2022-08-20 16:32:29,876 INFO [train.py:927] (6/8) Epoch 2, batch 300, giga_loss[loss=0.2181, simple_loss=0.2837, pruned_loss=0.07625, over 12421.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04389, over 31.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3064, pruned_loss=0.08586, over 1924087.35 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06123, over 13833.62 utterances.], libri_tot_loss[loss=0.3117, simple_loss=0.3757, pruned_loss=0.1238, over 355503.54 frames. utt_duration=1190 frames, utt_pad_proportion=0.0839, over 1196.75 utterances.], giga_tot_loss[loss=0.2302, simple_loss=0.2981, pruned_loss=0.08113, over 1831913.10 frames. utt_duration=525 frames, utt_pad_proportion=0.0603, over 13997.38 utterances.], batch size: 31, lr: 1.28e-03
2022-08-20 16:34:10,008 INFO [train.py:927] (6/8) Epoch 2, batch 350, giga_loss[loss=0.1939, simple_loss=0.2689, pruned_loss=0.05941, over 12338.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03197, over 85.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.3021, pruned_loss=0.08428, over 2046256.76 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06428, over 14844.86 utterances.], libri_tot_loss[loss=0.3087, simple_loss=0.3707, pruned_loss=0.1234, over 428720.51 frames. utt_duration=1239 frames, utt_pad_proportion=0.07124, over 1385.97 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.2938, pruned_loss=0.07923, over 1956532.56 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06434, over 15222.18 utterances.], batch size: 85, lr: 1.28e-03
2022-08-20 16:35:53,123 INFO [train.py:927] (6/8) Epoch 2, batch 400, giga_loss[loss=0.2659, simple_loss=0.3118, pruned_loss=0.11, over 12402.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.2978, pruned_loss=0.08158, over 2141578.95 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06396, over 15764.53 utterances.], libri_tot_loss[loss=0.3057, simple_loss=0.3686, pruned_loss=0.1214, over 489282.39 frames. utt_duration=1233 frames, utt_pad_proportion=0.06608, over 1589.54 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.2896, pruned_loss=0.0768, over 2059478.56 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06434, over 16246.78 utterances.], batch size: 259, lr: 1.28e-03
2022-08-20 16:37:34,055 INFO [train.py:927] (6/8) Epoch 2, batch 450, libri_loss[loss=0.3301, simple_loss=0.4333, pruned_loss=0.1135, over 12456.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006158, over 32.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.2959, pruned_loss=0.07838, over 2215035.70 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06237, over 15879.37 utterances.], libri_tot_loss[loss=0.3067, simple_loss=0.3775, pruned_loss=0.118, over 547946.37 frames. utt_duration=1264 frames, utt_pad_proportion=0.05947, over 1735.92 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2849, pruned_loss=0.07404, over 2141408.97 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06334, over 16522.36 utterances.], batch size: 32, lr: 1.28e-03
2022-08-20 16:39:13,183 INFO [train.py:927] (6/8) Epoch 2, batch 500, libri_loss[loss=0.2925, simple_loss=0.3679, pruned_loss=0.1085, over 12374.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02663, over 43.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3006, pruned_loss=0.08086, over 2272920.84 frames. utt_duration=567.8 frames, utt_pad_proportion=0.06161, over 16053.62 utterances.], libri_tot_loss[loss=0.3049, simple_loss=0.3771, pruned_loss=0.1164, over 605211.29 frames. utt_duration=1242 frames, utt_pad_proportion=0.06249, over 1951.08 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.2899, pruned_loss=0.07677, over 2207542.01 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06212, over 16756.20 utterances.], batch size: 43, lr: 1.27e-03
2022-08-20 16:40:51,764 INFO [train.py:927] (6/8) Epoch 2, batch 550, giga_loss[loss=0.2558, simple_loss=0.3303, pruned_loss=0.09062, over 12379.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.02967, over 51.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3158, pruned_loss=0.09057, over 2316848.10 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06219, over 16353.11 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3736, pruned_loss=0.115, over 678357.79 frames. utt_duration=1204 frames, utt_pad_proportion=0.07172, over 2256.23 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3059, pruned_loss=0.08671, over 2257732.71 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06154, over 17146.51 utterances.], batch size: 51, lr: 1.27e-03
2022-08-20 16:42:33,293 INFO [train.py:927] (6/8) Epoch 2, batch 600, giga_loss[loss=0.2422, simple_loss=0.3193, pruned_loss=0.08257, over 12367.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03126, over 58.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3254, pruned_loss=0.09553, over 2351837.78 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06561, over 16938.29 utterances.], libri_tot_loss[loss=0.3032, simple_loss=0.374, pruned_loss=0.1162, over 696321.56 frames. utt_duration=1167 frames, utt_pad_proportion=0.08472, over 2389.12 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3174, pruned_loss=0.09216, over 2304086.70 frames. utt_duration=526 frames, utt_pad_proportion=0.0635, over 17570.08 utterances.], batch size: 58, lr: 1.27e-03
2022-08-20 16:44:15,540 INFO [train.py:927] (6/8) Epoch 2, batch 650, giga_loss[loss=0.2513, simple_loss=0.3196, pruned_loss=0.09151, over 12243.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03114, over 42.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3287, pruned_loss=0.09617, over 2379037.51 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06461, over 17468.64 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3738, pruned_loss=0.1162, over 705284.96 frames. utt_duration=1171 frames, utt_pad_proportion=0.08358, over 2412.18 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3224, pruned_loss=0.0935, over 2341141.33 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06313, over 18009.98 utterances.], batch size: 42, lr: 1.27e-03
2022-08-20 16:45:56,787 INFO [train.py:927] (6/8) Epoch 2, batch 700, giga_loss[loss=0.2741, simple_loss=0.3506, pruned_loss=0.09881, over 12315.00 frames. utt_duration=747.9 frames, utt_pad_proportion=0.02995, over 66.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3355, pruned_loss=0.1005, over 2398794.36 frames. utt_duration=558.7 frames, utt_pad_proportion=0.06797, over 17219.46 utterances.], libri_tot_loss[loss=0.3038, simple_loss=0.3749, pruned_loss=0.1164, over 799408.68 frames. utt_duration=1167 frames, utt_pad_proportion=0.08478, over 2743.77 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.328, pruned_loss=0.09741, over 2364121.22 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06603, over 18123.53 utterances.], batch size: 66, lr: 1.27e-03
2022-08-20 16:47:36,573 INFO [train.py:927] (6/8) Epoch 2, batch 750, giga_loss[loss=0.2738, simple_loss=0.346, pruned_loss=0.1008, over 12428.00 frames. utt_duration=1913 frames, utt_pad_proportion=0.04151, over 26.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3386, pruned_loss=0.102, over 2416045.21 frames. utt_duration=537.4 frames, utt_pad_proportion=0.07191, over 18034.84 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3722, pruned_loss=0.1143, over 857217.77 frames. utt_duration=1178 frames, utt_pad_proportion=0.07954, over 2913.27 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3323, pruned_loss=0.09976, over 2385935.61 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07075, over 19083.24 utterances.], batch size: 26, lr: 1.27e-03
2022-08-20 16:49:18,129 INFO [train.py:927] (6/8) Epoch 2, batch 800, giga_loss[loss=0.3207, simple_loss=0.3574, pruned_loss=0.1421, over 12336.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2129, over 373.00 utterances.], tot_loss[loss=0.2763, simple_loss=0.3434, pruned_loss=0.1046, over 2429206.18 frames. utt_duration=557 frames, utt_pad_proportion=0.0701, over 17492.53 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.372, pruned_loss=0.115, over 897227.82 frames. utt_duration=1185 frames, utt_pad_proportion=0.07532, over 3033.22 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3378, pruned_loss=0.1023, over 2404042.73 frames. utt_duration=520 frames, utt_pad_proportion=0.06976, over 18545.47 utterances.], batch size: 373, lr: 1.27e-03
2022-08-20 16:50:58,015 INFO [train.py:927] (6/8) Epoch 2, batch 850, giga_loss[loss=0.2725, simple_loss=0.3562, pruned_loss=0.09443, over 12405.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02795, over 58.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3436, pruned_loss=0.1026, over 2438567.69 frames. utt_duration=570.5 frames, utt_pad_proportion=0.06652, over 17144.02 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3707, pruned_loss=0.1142, over 936011.38 frames. utt_duration=1199 frames, utt_pad_proportion=0.07198, over 3127.44 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.339, pruned_loss=0.1008, over 2417799.08 frames. utt_duration=532.4 frames, utt_pad_proportion=0.06688, over 18216.14 utterances.], batch size: 58, lr: 1.27e-03
2022-08-20 16:52:38,813 INFO [train.py:927] (6/8) Epoch 2, batch 900, giga_loss[loss=0.2687, simple_loss=0.3414, pruned_loss=0.09798, over 12417.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03838, over 40.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3442, pruned_loss=0.101, over 2446240.67 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06333, over 16698.90 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3728, pruned_loss=0.1137, over 966348.38 frames. utt_duration=1213 frames, utt_pad_proportion=0.06942, over 3190.44 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3391, pruned_loss=0.09949, over 2429340.07 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06418, over 17739.17 utterances.], batch size: 40, lr: 1.27e-03
2022-08-20 16:54:19,551 INFO [train.py:927] (6/8) Epoch 2, batch 950, giga_loss[loss=0.274, simple_loss=0.3361, pruned_loss=0.106, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03285, over 42.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3479, pruned_loss=0.1065, over 2451895.12 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06359, over 16896.60 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3723, pruned_loss=0.1147, over 995753.24 frames. utt_duration=1224 frames, utt_pad_proportion=0.06726, over 3258.02 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3436, pruned_loss=0.1048, over 2438536.02 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06459, over 17917.20 utterances.], batch size: 42, lr: 1.26e-03
2022-08-20 16:56:01,957 INFO [train.py:927] (6/8) Epoch 2, batch 1000, giga_loss[loss=0.2585, simple_loss=0.3258, pruned_loss=0.09559, over 12427.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03297, over 75.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3471, pruned_loss=0.1066, over 2456436.32 frames. utt_duration=618.8 frames, utt_pad_proportion=0.05996, over 15918.34 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3712, pruned_loss=0.1144, over 1032787.52 frames. utt_duration=1228 frames, utt_pad_proportion=0.06404, over 3367.45 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3436, pruned_loss=0.1052, over 2444944.96 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06152, over 16924.17 utterances.], batch size: 75, lr: 1.26e-03
2022-08-20 16:57:42,811 INFO [train.py:927] (6/8) Epoch 2, batch 1050, giga_loss[loss=0.2677, simple_loss=0.3285, pruned_loss=0.1034, over 12106.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03528, over 30.00 utterances.], tot_loss[loss=0.28, simple_loss=0.346, pruned_loss=0.107, over 2459298.84 frames. utt_duration=608.7 frames, utt_pad_proportion=0.06691, over 16199.42 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3687, pruned_loss=0.113, over 1075292.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06091, over 3484.92 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3435, pruned_loss=0.1062, over 2449833.92 frames. utt_duration=570.6 frames, utt_pad_proportion=0.06822, over 17218.88 utterances.], batch size: 30, lr: 1.26e-03
2022-08-20 16:59:24,489 INFO [train.py:927] (6/8) Epoch 2, batch 1100, giga_loss[loss=0.3378, simple_loss=0.3773, pruned_loss=0.1492, over 12398.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3446, pruned_loss=0.1057, over 2462422.86 frames. utt_duration=589.1 frames, utt_pad_proportion=0.069, over 16761.58 utterances.], libri_tot_loss[loss=0.2954, simple_loss=0.3672, pruned_loss=0.1118, over 1116482.89 frames. utt_duration=1220 frames, utt_pad_proportion=0.0669, over 3664.45 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3426, pruned_loss=0.1054, over 2454679.02 frames. utt_duration=554.3 frames, utt_pad_proportion=0.06896, over 17760.93 utterances.], batch size: 258, lr: 1.26e-03
2022-08-20 17:01:06,485 INFO [train.py:927] (6/8) Epoch 2, batch 1150, giga_loss[loss=0.2455, simple_loss=0.3189, pruned_loss=0.08607, over 12432.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03081, over 80.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.34, pruned_loss=0.1023, over 2465921.33 frames. utt_duration=584.1 frames, utt_pad_proportion=0.0662, over 16931.62 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3668, pruned_loss=0.1109, over 1136886.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.06538, over 3703.28 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3383, pruned_loss=0.1023, over 2459542.99 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06657, over 17859.58 utterances.], batch size: 80, lr: 1.26e-03
2022-08-20 17:02:50,710 INFO [train.py:927] (6/8) Epoch 2, batch 1200, giga_loss[loss=0.2939, simple_loss=0.3468, pruned_loss=0.1205, over 12396.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04215, over 37.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3383, pruned_loss=0.1036, over 2467310.08 frames. utt_duration=547.1 frames, utt_pad_proportion=0.0698, over 18087.34 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3709, pruned_loss=0.1166, over 1156711.60 frames. utt_duration=1236 frames, utt_pad_proportion=0.06381, over 3746.49 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3348, pruned_loss=0.101, over 2462282.66 frames. utt_duration=520.8 frames, utt_pad_proportion=0.07021, over 18967.08 utterances.], batch size: 37, lr: 1.26e-03
2022-08-20 17:04:31,907 INFO [train.py:927] (6/8) Epoch 2, batch 1250, giga_loss[loss=0.2676, simple_loss=0.3366, pruned_loss=0.09931, over 12331.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03364, over 97.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3399, pruned_loss=0.1067, over 2467978.07 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06972, over 18172.85 utterances.], libri_tot_loss[loss=0.3153, simple_loss=0.3778, pruned_loss=0.1264, over 1169468.71 frames. utt_duration=1242 frames, utt_pad_proportion=0.06285, over 3771.96 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3339, pruned_loss=0.1003, over 2464323.25 frames. utt_duration=521 frames, utt_pad_proportion=0.07026, over 18975.80 utterances.], batch size: 97, lr: 1.26e-03
2022-08-20 17:06:12,664 INFO [train.py:927] (6/8) Epoch 2, batch 1300, giga_loss[loss=0.2889, simple_loss=0.3463, pruned_loss=0.1157, over 12389.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07382, over 212.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3354, pruned_loss=0.1035, over 2468979.18 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06818, over 17921.62 utterances.], libri_tot_loss[loss=0.3135, simple_loss=0.3762, pruned_loss=0.1254, over 1201520.96 frames. utt_duration=1250 frames, utt_pad_proportion=0.06057, over 3849.74 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3305, pruned_loss=0.09843, over 2466156.63 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06913, over 18799.93 utterances.], batch size: 212, lr: 1.26e-03
2022-08-20 17:07:52,949 INFO [train.py:927] (6/8) Epoch 2, batch 1350, giga_loss[loss=0.2024, simple_loss=0.2782, pruned_loss=0.06334, over 12398.00 frames. utt_duration=974.1 frames, utt_pad_proportion=0.02885, over 51.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3298, pruned_loss=0.09985, over 2469560.19 frames. utt_duration=571.7 frames, utt_pad_proportion=0.0639, over 17325.33 utterances.], libri_tot_loss[loss=0.3111, simple_loss=0.3742, pruned_loss=0.124, over 1238910.92 frames. utt_duration=1258 frames, utt_pad_proportion=0.05788, over 3943.96 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3256, pruned_loss=0.0958, over 2467447.12 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06545, over 18307.81 utterances.], batch size: 51, lr: 1.26e-03
2022-08-20 17:09:36,047 INFO [train.py:927] (6/8) Epoch 2, batch 1400, libri_loss[loss=0.2887, simple_loss=0.3575, pruned_loss=0.1099, over 12460.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008818, over 39.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3261, pruned_loss=0.09764, over 2470610.13 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05896, over 17040.88 utterances.], libri_tot_loss[loss=0.3105, simple_loss=0.3737, pruned_loss=0.1236, over 1269403.87 frames. utt_duration=1258 frames, utt_pad_proportion=0.05593, over 4040.49 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3219, pruned_loss=0.09395, over 2468891.01 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06089, over 18049.83 utterances.], batch size: 39, lr: 1.25e-03
2022-08-20 17:11:16,178 INFO [train.py:927] (6/8) Epoch 2, batch 1450, giga_loss[loss=0.2671, simple_loss=0.3281, pruned_loss=0.103, over 12402.00 frames. utt_duration=474 frames, utt_pad_proportion=0.04045, over 105.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3222, pruned_loss=0.09525, over 2470932.09 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05488, over 16643.65 utterances.], libri_tot_loss[loss=0.3096, simple_loss=0.373, pruned_loss=0.1231, over 1304923.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.05522, over 4158.40 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3178, pruned_loss=0.09178, over 2469649.11 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05686, over 17692.50 utterances.], batch size: 105, lr: 1.25e-03
2022-08-20 17:12:56,632 INFO [train.py:927] (6/8) Epoch 2, batch 1500, giga_loss[loss=0.2301, simple_loss=0.2972, pruned_loss=0.08153, over 12433.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.0361, over 98.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3181, pruned_loss=0.09285, over 2471172.34 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05605, over 16239.21 utterances.], libri_tot_loss[loss=0.3086, simple_loss=0.372, pruned_loss=0.1226, over 1333627.66 frames. utt_duration=1239 frames, utt_pad_proportion=0.0622, over 4308.93 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3139, pruned_loss=0.08969, over 2470262.33 frames. utt_duration=575.6 frames, utt_pad_proportion=0.05618, over 17210.49 utterances.], batch size: 98, lr: 1.25e-03
2022-08-20 17:14:36,445 INFO [train.py:927] (6/8) Epoch 2, batch 1550, giga_loss[loss=0.2323, simple_loss=0.302, pruned_loss=0.08126, over 12389.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02964, over 97.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3187, pruned_loss=0.09373, over 2471388.37 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05532, over 16206.36 utterances.], libri_tot_loss[loss=0.3074, simple_loss=0.3714, pruned_loss=0.1217, over 1355854.73 frames. utt_duration=1242 frames, utt_pad_proportion=0.06105, over 4371.42 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3147, pruned_loss=0.09116, over 2470987.97 frames. utt_duration=578.5 frames, utt_pad_proportion=0.05566, over 17129.21 utterances.], batch size: 97, lr: 1.25e-03
2022-08-20 17:16:15,542 INFO [train.py:927] (6/8) Epoch 2, batch 1600, libri_loss[loss=0.276, simple_loss=0.3492, pruned_loss=0.1014, over 12478.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005671, over 36.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3231, pruned_loss=0.09698, over 2471698.06 frames. utt_duration=617.6 frames, utt_pad_proportion=0.05591, over 16046.94 utterances.], libri_tot_loss[loss=0.3034, simple_loss=0.3675, pruned_loss=0.1197, over 1420774.72 frames. utt_duration=1253 frames, utt_pad_proportion=0.05799, over 4542.04 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3191, pruned_loss=0.09451, over 2471562.38 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05685, over 17303.82 utterances.], batch size: 36, lr: 1.25e-03
2022-08-20 17:17:58,980 INFO [train.py:927] (6/8) Epoch 2, batch 1650, giga_loss[loss=0.2815, simple_loss=0.3396, pruned_loss=0.1117, over 12450.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03798, over 37.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3295, pruned_loss=0.101, over 2472338.92 frames. utt_duration=573.6 frames, utt_pad_proportion=0.06568, over 17285.19 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.3668, pruned_loss=0.1193, over 1426069.84 frames. utt_duration=1255 frames, utt_pad_proportion=0.05766, over 4549.33 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3265, pruned_loss=0.09924, over 2472195.57 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06591, over 18319.60 utterances.], batch size: 37, lr: 1.25e-03
2022-08-20 17:19:41,969 INFO [train.py:927] (6/8) Epoch 2, batch 1700, giga_loss[loss=0.321, simple_loss=0.3873, pruned_loss=0.1273, over 12434.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04426, over 134.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.336, pruned_loss=0.1035, over 2472225.86 frames. utt_duration=556.2 frames, utt_pad_proportion=0.06913, over 17828.08 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3657, pruned_loss=0.1178, over 1461956.98 frames. utt_duration=1265 frames, utt_pad_proportion=0.05512, over 4629.91 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3331, pruned_loss=0.1023, over 2472274.17 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06984, over 19008.63 utterances.], batch size: 134, lr: 1.25e-03
2022-08-20 17:21:20,394 INFO [train.py:927] (6/8) Epoch 2, batch 1750, giga_loss[loss=0.2622, simple_loss=0.3305, pruned_loss=0.09693, over 12371.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07088, over 211.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.3412, pruned_loss=0.1065, over 2472443.76 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06864, over 18420.92 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3647, pruned_loss=0.1173, over 1481797.71 frames. utt_duration=1269 frames, utt_pad_proportion=0.05399, over 4677.86 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.339, pruned_loss=0.1056, over 2472707.27 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06953, over 19560.78 utterances.], batch size: 211, lr: 1.25e-03
2022-08-20 17:23:03,795 INFO [train.py:927] (6/8) Epoch 2, batch 1800, giga_loss[loss=0.228, simple_loss=0.3111, pruned_loss=0.07242, over 12471.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.02997, over 75.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3379, pruned_loss=0.1024, over 2472918.68 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06287, over 18373.10 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3643, pruned_loss=0.1168, over 1491542.80 frames. utt_duration=1272 frames, utt_pad_proportion=0.05336, over 4695.02 utterances.], giga_tot_loss[loss=0.27, simple_loss=0.3362, pruned_loss=0.1019, over 2473256.64 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06402, over 19373.23 utterances.], batch size: 75, lr: 1.25e-03
2022-08-20 17:24:46,564 INFO [train.py:927] (6/8) Epoch 2, batch 1850, giga_loss[loss=0.2417, simple_loss=0.3099, pruned_loss=0.08676, over 12206.00 frames. utt_duration=1358 frames, utt_pad_proportion=0.0254, over 36.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3408, pruned_loss=0.1027, over 2472905.32 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05961, over 18399.91 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3676, pruned_loss=0.1173, over 1511039.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05196, over 4745.76 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3373, pruned_loss=0.1017, over 2473141.84 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06103, over 19389.34 utterances.], batch size: 36, lr: 1.24e-03
2022-08-20 17:26:29,826 INFO [train.py:927] (6/8) Epoch 2, batch 1900, giga_loss[loss=0.283, simple_loss=0.3453, pruned_loss=0.1103, over 12378.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03048, over 58.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3431, pruned_loss=0.1046, over 2473388.37 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06091, over 18188.18 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3668, pruned_loss=0.1169, over 1530087.82 frames. utt_duration=1279 frames, utt_pad_proportion=0.05068, over 4790.56 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3402, pruned_loss=0.1039, over 2473620.71 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06235, over 19173.34 utterances.], batch size: 58, lr: 1.24e-03
2022-08-20 17:28:11,561 INFO [train.py:927] (6/8) Epoch 2, batch 1950, giga_loss[loss=0.3402, simple_loss=0.3715, pruned_loss=0.1545, over 12361.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.0955, over 255.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.345, pruned_loss=0.107, over 2473570.69 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06167, over 18066.91 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3654, pruned_loss=0.1164, over 1553427.77 frames. utt_duration=1266 frames, utt_pad_proportion=0.05608, over 4914.36 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3429, pruned_loss=0.1064, over 2473749.49 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06155, over 19028.87 utterances.], batch size: 255, lr: 1.24e-03
2022-08-20 17:29:52,861 INFO [train.py:927] (6/8) Epoch 2, batch 2000, giga_loss[loss=0.2667, simple_loss=0.3386, pruned_loss=0.09738, over 12466.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03428, over 86.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3453, pruned_loss=0.1071, over 2473711.05 frames. utt_duration=542 frames, utt_pad_proportion=0.06269, over 18308.15 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3648, pruned_loss=0.1162, over 1562490.15 frames. utt_duration=1266 frames, utt_pad_proportion=0.05553, over 4944.11 utterances.], giga_tot_loss[loss=0.2786, simple_loss=0.344, pruned_loss=0.1067, over 2473977.07 frames. utt_duration=518 frames, utt_pad_proportion=0.06272, over 19160.69 utterances.], batch size: 86, lr: 1.24e-03
2022-08-20 17:31:35,197 INFO [train.py:927] (6/8) Epoch 2, batch 2050, giga_loss[loss=0.3285, simple_loss=0.3831, pruned_loss=0.1369, over 12381.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06674, over 211.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3472, pruned_loss=0.1069, over 2473849.26 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06115, over 18100.98 utterances.], libri_tot_loss[loss=0.2975, simple_loss=0.3638, pruned_loss=0.1156, over 1584638.20 frames. utt_duration=1264 frames, utt_pad_proportion=0.0555, over 5020.91 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.3462, pruned_loss=0.1067, over 2474439.71 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06128, over 19010.86 utterances.], batch size: 211, lr: 1.24e-03
2022-08-20 17:33:18,188 INFO [train.py:927] (6/8) Epoch 2, batch 2100, giga_loss[loss=0.3787, simple_loss=0.3988, pruned_loss=0.1793, over 12356.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3463, pruned_loss=0.1063, over 2472627.12 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06453, over 17856.09 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3628, pruned_loss=0.1149, over 1610808.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05372, over 5077.64 utterances.], giga_tot_loss[loss=0.2791, simple_loss=0.3456, pruned_loss=0.1063, over 2473233.98 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06495, over 18875.80 utterances.], batch size: 258, lr: 1.24e-03
2022-08-20 17:35:00,279 INFO [train.py:927] (6/8) Epoch 2, batch 2150, giga_loss[loss=0.2202, simple_loss=0.3082, pruned_loss=0.06615, over 12424.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04364, over 31.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3449, pruned_loss=0.1063, over 2472318.06 frames. utt_duration=559 frames, utt_pad_proportion=0.06866, over 17736.98 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3633, pruned_loss=0.1158, over 1628125.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.06043, over 5223.99 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3438, pruned_loss=0.1056, over 2472606.73 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06732, over 18648.01 utterances.], batch size: 31, lr: 1.24e-03
2022-08-20 17:36:42,403 INFO [train.py:927] (6/8) Epoch 2, batch 2200, giga_loss[loss=0.2779, simple_loss=0.3435, pruned_loss=0.1062, over 12163.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.02474, over 33.00 utterances.], tot_loss[loss=0.2792, simple_loss=0.3461, pruned_loss=0.1062, over 2472035.44 frames. utt_duration=580.1 frames, utt_pad_proportion=0.0668, over 17088.75 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3645, pruned_loss=0.1158, over 1644799.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.05934, over 5269.01 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3441, pruned_loss=0.1055, over 2472342.53 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06612, over 17989.52 utterances.], batch size: 33, lr: 1.24e-03
2022-08-20 17:38:24,179 INFO [train.py:927] (6/8) Epoch 2, batch 2250, giga_loss[loss=0.2402, simple_loss=0.3224, pruned_loss=0.07902, over 12334.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03346, over 85.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3453, pruned_loss=0.1052, over 2471329.24 frames. utt_duration=594.2 frames, utt_pad_proportion=0.06274, over 16678.66 utterances.], libri_tot_loss[loss=0.2968, simple_loss=0.3634, pruned_loss=0.1151, over 1677298.10 frames. utt_duration=1258 frames, utt_pad_proportion=0.05685, over 5337.88 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3437, pruned_loss=0.1047, over 2471578.93 frames. utt_duration=558.3 frames, utt_pad_proportion=0.06315, over 17756.23 utterances.], batch size: 85, lr: 1.24e-03
2022-08-20 17:40:06,716 INFO [train.py:927] (6/8) Epoch 2, batch 2300, giga_loss[loss=0.2481, simple_loss=0.319, pruned_loss=0.08861, over 12250.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02966, over 42.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3441, pruned_loss=0.1046, over 2471082.13 frames. utt_duration=620.4 frames, utt_pad_proportion=0.06178, over 15969.81 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3619, pruned_loss=0.1143, over 1700702.07 frames. utt_duration=1266 frames, utt_pad_proportion=0.05503, over 5380.17 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3433, pruned_loss=0.1044, over 2471405.50 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06272, over 17084.06 utterances.], batch size: 42, lr: 1.24e-03
2022-08-20 17:41:50,583 INFO [train.py:927] (6/8) Epoch 2, batch 2350, giga_loss[loss=0.2639, simple_loss=0.3306, pruned_loss=0.09859, over 12377.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03044, over 58.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3421, pruned_loss=0.1035, over 2470819.26 frames. utt_duration=629.3 frames, utt_pad_proportion=0.06191, over 15742.27 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.361, pruned_loss=0.1138, over 1727264.34 frames. utt_duration=1270 frames, utt_pad_proportion=0.05303, over 5444.86 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3414, pruned_loss=0.1033, over 2471064.17 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06339, over 16917.89 utterances.], batch size: 58, lr: 1.23e-03
2022-08-20 17:43:34,358 INFO [train.py:927] (6/8) Epoch 2, batch 2400, giga_loss[loss=0.2748, simple_loss=0.3415, pruned_loss=0.1041, over 12475.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02925, over 55.00 utterances.], tot_loss[loss=0.274, simple_loss=0.341, pruned_loss=0.1035, over 2472341.62 frames. utt_duration=618.5 frames, utt_pad_proportion=0.0616, over 16027.86 utterances.], libri_tot_loss[loss=0.2938, simple_loss=0.3605, pruned_loss=0.1136, over 1730855.02 frames. utt_duration=1272 frames, utt_pad_proportion=0.05276, over 5448.64 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3407, pruned_loss=0.1035, over 2472659.85 frames. utt_duration=583.5 frames, utt_pad_proportion=0.06287, over 16993.83 utterances.], batch size: 55, lr: 1.23e-03
2022-08-20 17:45:15,611 INFO [train.py:927] (6/8) Epoch 2, batch 2450, giga_loss[loss=0.244, simple_loss=0.3077, pruned_loss=0.0901, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02523, over 48.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3391, pruned_loss=0.1027, over 2471577.04 frames. utt_duration=636 frames, utt_pad_proportion=0.05998, over 15580.12 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3603, pruned_loss=0.1133, over 1752548.58 frames. utt_duration=1273 frames, utt_pad_proportion=0.0515, over 5514.24 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3385, pruned_loss=0.1027, over 2472084.26 frames. utt_duration=598.3 frames, utt_pad_proportion=0.06158, over 16569.22 utterances.], batch size: 48, lr: 1.23e-03
2022-08-20 17:46:56,720 INFO [train.py:927] (6/8) Epoch 2, batch 2500, giga_loss[loss=0.2856, simple_loss=0.3438, pruned_loss=0.1137, over 12381.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05916, over 182.00 utterances.], tot_loss[loss=0.2702, simple_loss=0.3364, pruned_loss=0.102, over 2470677.04 frames. utt_duration=634.8 frames, utt_pad_proportion=0.05694, over 15604.99 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.36, pruned_loss=0.1133, over 1773378.71 frames. utt_duration=1278 frames, utt_pad_proportion=0.04995, over 5556.23 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3354, pruned_loss=0.1016, over 2471511.58 frames. utt_duration=595.7 frames, utt_pad_proportion=0.05893, over 16636.04 utterances.], batch size: 182, lr: 1.23e-03
2022-08-20 17:48:39,207 INFO [train.py:927] (6/8) Epoch 2, batch 2550, giga_loss[loss=0.2336, simple_loss=0.3027, pruned_loss=0.0822, over 12210.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.03018, over 39.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3341, pruned_loss=0.1008, over 2470816.35 frames. utt_duration=625.7 frames, utt_pad_proportion=0.05915, over 15832.43 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3602, pruned_loss=0.1135, over 1794195.75 frames. utt_duration=1261 frames, utt_pad_proportion=0.05537, over 5699.32 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3325, pruned_loss=0.09999, over 2471338.43 frames. utt_duration=589.8 frames, utt_pad_proportion=0.05889, over 16801.99 utterances.], batch size: 39, lr: 1.23e-03
2022-08-20 17:50:23,290 INFO [train.py:927] (6/8) Epoch 2, batch 2600, giga_loss[loss=0.3052, simple_loss=0.369, pruned_loss=0.1207, over 12369.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06061, over 182.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3354, pruned_loss=0.1012, over 2471229.42 frames. utt_duration=600.1 frames, utt_pad_proportion=0.06196, over 16513.58 utterances.], libri_tot_loss[loss=0.2929, simple_loss=0.3602, pruned_loss=0.1128, over 1807467.10 frames. utt_duration=1264 frames, utt_pad_proportion=0.05444, over 5726.06 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3338, pruned_loss=0.1008, over 2471786.70 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06191, over 17440.02 utterances.], batch size: 182, lr: 1.23e-03
2022-08-20 17:52:04,321 INFO [train.py:927] (6/8) Epoch 2, batch 2650, giga_loss[loss=0.2423, simple_loss=0.3264, pruned_loss=0.0791, over 12448.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03419, over 86.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.346, pruned_loss=0.1021, over 2471356.36 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05794, over 16277.82 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3728, pruned_loss=0.1139, over 1826619.27 frames. utt_duration=1271 frames, utt_pad_proportion=0.05322, over 5754.87 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3356, pruned_loss=0.1007, over 2472297.86 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05853, over 17288.71 utterances.], batch size: 86, lr: 1.23e-03
2022-08-20 17:53:45,024 INFO [train.py:927] (6/8) Epoch 2, batch 2700, giga_loss[loss=0.2943, simple_loss=0.3415, pruned_loss=0.1235, over 12356.00 frames. utt_duration=1237 frames, utt_pad_proportion=0.04547, over 40.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3441, pruned_loss=0.1016, over 2471571.03 frames. utt_duration=580.3 frames, utt_pad_proportion=0.06285, over 17079.76 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3722, pruned_loss=0.1141, over 1835986.40 frames. utt_duration=1276 frames, utt_pad_proportion=0.05247, over 5763.50 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.336, pruned_loss=0.1002, over 2472545.24 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06332, over 18023.85 utterances.], batch size: 40, lr: 1.23e-03
2022-08-20 17:55:25,631 INFO [train.py:927] (6/8) Epoch 2, batch 2750, giga_loss[loss=0.2852, simple_loss=0.352, pruned_loss=0.1091, over 12366.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04257, over 133.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3433, pruned_loss=0.1023, over 2472112.59 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06491, over 17354.03 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3718, pruned_loss=0.1142, over 1854996.44 frames. utt_duration=1275 frames, utt_pad_proportion=0.05133, over 5826.97 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3363, pruned_loss=0.1008, over 2472716.34 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06558, over 18343.87 utterances.], batch size: 133, lr: 1.23e-03
2022-08-20 17:57:08,157 INFO [train.py:927] (6/8) Epoch 2, batch 2800, giga_loss[loss=0.2441, simple_loss=0.3201, pruned_loss=0.08409, over 12326.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03387, over 51.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3429, pruned_loss=0.1024, over 2472842.39 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06263, over 17374.86 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3713, pruned_loss=0.1142, over 1864323.07 frames. utt_duration=1277 frames, utt_pad_proportion=0.05056, over 5846.50 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3373, pruned_loss=0.101, over 2473217.31 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06356, over 18296.43 utterances.], batch size: 51, lr: 1.23e-03
2022-08-20 17:58:47,908 INFO [train.py:927] (6/8) Epoch 2, batch 2850, giga_loss[loss=0.2795, simple_loss=0.3474, pruned_loss=0.1058, over 12422.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03051, over 80.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3429, pruned_loss=0.1024, over 2472524.95 frames. utt_duration=601 frames, utt_pad_proportion=0.05735, over 16498.54 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.371, pruned_loss=0.1147, over 1879206.31 frames. utt_duration=1277 frames, utt_pad_proportion=0.0497, over 5891.05 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3379, pruned_loss=0.1007, over 2472971.74 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05873, over 17447.24 utterances.], batch size: 80, lr: 1.22e-03
2022-08-20 18:00:30,394 INFO [train.py:927] (6/8) Epoch 2, batch 2900, giga_loss[loss=0.2757, simple_loss=0.345, pruned_loss=0.1032, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03285, over 86.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3431, pruned_loss=0.1021, over 2472782.49 frames. utt_duration=606.9 frames, utt_pad_proportion=0.05586, over 16338.47 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3715, pruned_loss=0.1147, over 1885043.26 frames. utt_duration=1279 frames, utt_pad_proportion=0.04918, over 5904.10 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3386, pruned_loss=0.1006, over 2473207.43 frames. utt_duration=578 frames, utt_pad_proportion=0.0572, over 17160.72 utterances.], batch size: 86, lr: 1.22e-03
2022-08-20 18:02:11,151 INFO [train.py:927] (6/8) Epoch 2, batch 2950, giga_loss[loss=0.2407, simple_loss=0.3183, pruned_loss=0.08157, over 12420.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03348, over 75.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3433, pruned_loss=0.102, over 2473419.55 frames. utt_duration=601.1 frames, utt_pad_proportion=0.056, over 16501.18 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.373, pruned_loss=0.1146, over 1893754.63 frames. utt_duration=1282 frames, utt_pad_proportion=0.04857, over 5914.48 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3384, pruned_loss=0.1007, over 2473824.85 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05725, over 17274.39 utterances.], batch size: 75, lr: 1.22e-03
2022-08-20 18:03:51,416 INFO [train.py:927] (6/8) Epoch 2, batch 3000, giga_loss[loss=0.2945, simple_loss=0.3558, pruned_loss=0.1166, over 12371.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0404, over 113.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3398, pruned_loss=0.1011, over 2472521.49 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05807, over 16924.92 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3719, pruned_loss=0.1146, over 1907604.12 frames. utt_duration=1285 frames, utt_pad_proportion=0.04807, over 5943.44 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.336, pruned_loss=0.09979, over 2473275.42 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05918, over 17760.13 utterances.], batch size: 113, lr: 1.22e-03
2022-08-20 18:03:51,417 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 18:04:08,263 INFO [train.py:967] (6/8) Epoch 2, validation: loss=0.261, simple_loss=0.3427, pruned_loss=0.08966, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 18:05:44,493 INFO [train.py:927] (6/8) Epoch 2, batch 3050, giga_loss[loss=0.2487, simple_loss=0.327, pruned_loss=0.08519, over 12454.00 frames. utt_duration=907.1 frames, utt_pad_proportion=0.03083, over 55.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3396, pruned_loss=0.1, over 2473530.91 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05461, over 16989.49 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.3713, pruned_loss=0.1147, over 1921712.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.04796, over 5996.24 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3362, pruned_loss=0.09861, over 2474036.03 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05578, over 17852.76 utterances.], batch size: 55, lr: 1.22e-03
2022-08-20 18:07:23,285 INFO [train.py:927] (6/8) Epoch 2, batch 3100, giga_loss[loss=0.2345, simple_loss=0.3125, pruned_loss=0.07829, over 12364.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02779, over 66.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3402, pruned_loss=0.101, over 2474205.95 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05504, over 17251.52 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3711, pruned_loss=0.1148, over 1935366.06 frames. utt_duration=1279 frames, utt_pad_proportion=0.04803, over 6057.73 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.337, pruned_loss=0.09948, over 2474621.29 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05601, over 18137.45 utterances.], batch size: 66, lr: 1.22e-03
2022-08-20 18:09:03,740 INFO [train.py:927] (6/8) Epoch 2, batch 3150, giga_loss[loss=0.2648, simple_loss=0.3342, pruned_loss=0.09767, over 12360.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.2695, simple_loss=0.3377, pruned_loss=0.1007, over 2474394.47 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05364, over 17144.98 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3704, pruned_loss=0.1145, over 1948818.57 frames. utt_duration=1283 frames, utt_pad_proportion=0.04688, over 6084.95 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3349, pruned_loss=0.09938, over 2474638.17 frames. utt_duration=549 frames, utt_pad_proportion=0.05487, over 18079.36 utterances.], batch size: 122, lr: 1.22e-03
2022-08-20 18:10:43,217 INFO [train.py:927] (6/8) Epoch 2, batch 3200, giga_loss[loss=0.2596, simple_loss=0.3279, pruned_loss=0.09568, over 12366.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02871, over 70.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.336, pruned_loss=0.1011, over 2474663.87 frames. utt_duration=585 frames, utt_pad_proportion=0.0519, over 16964.26 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3696, pruned_loss=0.1142, over 1966959.74 frames. utt_duration=1290 frames, utt_pad_proportion=0.04539, over 6108.53 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3334, pruned_loss=0.09979, over 2474825.51 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05351, over 18037.17 utterances.], batch size: 70, lr: 1.22e-03
2022-08-20 18:12:20,837 INFO [train.py:927] (6/8) Epoch 2, batch 3250, giga_loss[loss=0.2422, simple_loss=0.3088, pruned_loss=0.08781, over 12374.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03091, over 58.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3333, pruned_loss=0.1001, over 2474474.80 frames. utt_duration=602.1 frames, utt_pad_proportion=0.051, over 16481.42 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3694, pruned_loss=0.1144, over 1984062.44 frames. utt_duration=1270 frames, utt_pad_proportion=0.05048, over 6255.57 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3302, pruned_loss=0.09849, over 2474935.61 frames. utt_duration=566 frames, utt_pad_proportion=0.05077, over 17535.98 utterances.], batch size: 58, lr: 1.22e-03
2022-08-20 18:13:59,937 INFO [train.py:927] (6/8) Epoch 2, batch 3300, giga_loss[loss=0.2875, simple_loss=0.3433, pruned_loss=0.1159, over 12429.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03736, over 133.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3287, pruned_loss=0.09816, over 2474904.18 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05317, over 17012.72 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3699, pruned_loss=0.1148, over 1988941.27 frames. utt_duration=1269 frames, utt_pad_proportion=0.05012, over 6274.94 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3256, pruned_loss=0.09651, over 2475277.34 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05299, over 17911.56 utterances.], batch size: 133, lr: 1.22e-03
2022-08-20 18:15:39,607 INFO [train.py:927] (6/8) Epoch 2, batch 3350, giga_loss[loss=0.2762, simple_loss=0.3458, pruned_loss=0.1034, over 12382.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0268, over 91.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3304, pruned_loss=0.09883, over 2474446.98 frames. utt_duration=597.7 frames, utt_pad_proportion=0.05192, over 16601.20 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3702, pruned_loss=0.115, over 2005637.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.04997, over 6354.30 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3265, pruned_loss=0.09685, over 2474814.24 frames. utt_duration=564.4 frames, utt_pad_proportion=0.05193, over 17585.72 utterances.], batch size: 91, lr: 1.21e-03
2022-08-20 18:17:23,064 INFO [train.py:927] (6/8) Epoch 2, batch 3400, giga_loss[loss=0.3642, simple_loss=0.3984, pruned_loss=0.165, over 12358.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.0989, over 256.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.333, pruned_loss=0.1008, over 2474412.30 frames. utt_duration=552 frames, utt_pad_proportion=0.0598, over 17980.58 utterances.], libri_tot_loss[loss=0.3002, simple_loss=0.3696, pruned_loss=0.1155, over 2017140.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.04985, over 6393.16 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3294, pruned_loss=0.09854, over 2474808.40 frames. utt_duration=523.5 frames, utt_pad_proportion=0.0595, over 18965.75 utterances.], batch size: 256, lr: 1.21e-03
2022-08-20 18:19:00,029 INFO [train.py:927] (6/8) Epoch 2, batch 3450, giga_loss[loss=0.2859, simple_loss=0.3501, pruned_loss=0.1108, over 12446.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.03631, over 86.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.34, pruned_loss=0.1024, over 2474425.45 frames. utt_duration=558.6 frames, utt_pad_proportion=0.05804, over 17767.56 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3739, pruned_loss=0.1158, over 2030827.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05003, over 6451.81 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3329, pruned_loss=0.09989, over 2474620.71 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05792, over 18822.51 utterances.], batch size: 86, lr: 1.21e-03
2022-08-20 18:20:45,475 INFO [train.py:927] (6/8) Epoch 2, batch 3500, giga_loss[loss=0.3759, simple_loss=0.4086, pruned_loss=0.1716, over 12395.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07023, over 212.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3476, pruned_loss=0.1087, over 2474554.57 frames. utt_duration=535.1 frames, utt_pad_proportion=0.0647, over 18548.15 utterances.], libri_tot_loss[loss=0.3037, simple_loss=0.3753, pruned_loss=0.116, over 2041657.64 frames. utt_duration=1249 frames, utt_pad_proportion=0.05408, over 6544.61 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3403, pruned_loss=0.1063, over 2474851.39 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06325, over 19570.82 utterances.], batch size: 212, lr: 1.21e-03
2022-08-20 18:22:23,747 INFO [train.py:927] (6/8) Epoch 2, batch 3550, giga_loss[loss=0.3115, simple_loss=0.3721, pruned_loss=0.1255, over 12457.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03411, over 98.00 utterances.], tot_loss[loss=0.2906, simple_loss=0.354, pruned_loss=0.1136, over 2474066.04 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05995, over 17825.13 utterances.], libri_tot_loss[loss=0.3031, simple_loss=0.3747, pruned_loss=0.1158, over 2048043.52 frames. utt_duration=1253 frames, utt_pad_proportion=0.05339, over 6545.47 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3483, pruned_loss=0.1119, over 2474369.13 frames. utt_duration=528 frames, utt_pad_proportion=0.05924, over 18798.33 utterances.], batch size: 98, lr: 1.21e-03
2022-08-20 18:24:07,042 INFO [train.py:927] (6/8) Epoch 2, batch 3600, giga_loss[loss=0.3798, simple_loss=0.4334, pruned_loss=0.1631, over 12408.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03944, over 133.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3623, pruned_loss=0.1216, over 2474203.87 frames. utt_duration=529 frames, utt_pad_proportion=0.06653, over 18761.13 utterances.], libri_tot_loss[loss=0.303, simple_loss=0.3744, pruned_loss=0.1159, over 2058401.63 frames. utt_duration=1247 frames, utt_pad_proportion=0.05431, over 6608.16 utterances.], giga_tot_loss[loss=0.299, simple_loss=0.3577, pruned_loss=0.1201, over 2474615.02 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06547, over 19727.93 utterances.], batch size: 133, lr: 1.21e-03
2022-08-20 18:25:49,985 INFO [train.py:927] (6/8) Epoch 2, batch 3650, giga_loss[loss=0.3999, simple_loss=0.4095, pruned_loss=0.1952, over 12366.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2124, over 373.00 utterances.], tot_loss[loss=0.3124, simple_loss=0.3685, pruned_loss=0.1282, over 2474379.50 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07593, over 20048.69 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.374, pruned_loss=0.1158, over 2064348.88 frames. utt_duration=1249 frames, utt_pad_proportion=0.05354, over 6618.98 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.365, pruned_loss=0.1272, over 2474940.02 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07507, over 20974.62 utterances.], batch size: 373, lr: 1.21e-03
2022-08-20 18:27:33,660 INFO [train.py:927] (6/8) Epoch 2, batch 3700, giga_loss[loss=0.3006, simple_loss=0.3583, pruned_loss=0.1214, over 12303.00 frames. utt_duration=795.3 frames, utt_pad_proportion=0.03605, over 62.00 utterances.], tot_loss[loss=0.3195, simple_loss=0.3723, pruned_loss=0.1334, over 2474487.51 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07513, over 20673.77 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3728, pruned_loss=0.1154, over 2070361.67 frames. utt_duration=1255 frames, utt_pad_proportion=0.05305, over 6607.74 utterances.], giga_tot_loss[loss=0.3183, simple_loss=0.3703, pruned_loss=0.1331, over 2475028.07 frames. utt_duration=460 frames, utt_pad_proportion=0.07469, over 21592.46 utterances.], batch size: 62, lr: 1.21e-03
2022-08-20 18:29:20,236 INFO [train.py:927] (6/8) Epoch 2, batch 3750, giga_loss[loss=0.2712, simple_loss=0.3386, pruned_loss=0.1019, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02509, over 45.00 utterances.], tot_loss[loss=0.3278, simple_loss=0.3788, pruned_loss=0.1384, over 2474841.85 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07721, over 20963.80 utterances.], libri_tot_loss[loss=0.3011, simple_loss=0.3727, pruned_loss=0.1148, over 2084579.35 frames. utt_duration=1263 frames, utt_pad_proportion=0.05154, over 6611.25 utterances.], giga_tot_loss[loss=0.3282, simple_loss=0.3776, pruned_loss=0.1394, over 2475026.40 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07748, over 22164.59 utterances.], batch size: 45, lr: 1.21e-03
2022-08-20 18:31:11,404 INFO [train.py:927] (6/8) Epoch 2, batch 3800, giga_loss[loss=0.2856, simple_loss=0.3524, pruned_loss=0.1094, over 12346.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03304, over 58.00 utterances.], tot_loss[loss=0.3293, simple_loss=0.3787, pruned_loss=0.1399, over 2474308.80 frames. utt_duration=462.8 frames, utt_pad_proportion=0.08316, over 21452.69 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3716, pruned_loss=0.1143, over 2092127.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.05191, over 6637.77 utterances.], giga_tot_loss[loss=0.331, simple_loss=0.3787, pruned_loss=0.1416, over 2474635.75 frames. utt_duration=438.1 frames, utt_pad_proportion=0.0832, over 22666.91 utterances.], batch size: 58, lr: 1.21e-03
2022-08-20 18:32:51,771 INFO [train.py:927] (6/8) Epoch 2, batch 3850, giga_loss[loss=0.3491, simple_loss=0.4027, pruned_loss=0.1477, over 12409.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04369, over 146.00 utterances.], tot_loss[loss=0.3312, simple_loss=0.3799, pruned_loss=0.1412, over 2474130.33 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08874, over 22718.30 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3704, pruned_loss=0.1138, over 2102787.98 frames. utt_duration=1269 frames, utt_pad_proportion=0.05078, over 6635.70 utterances.], giga_tot_loss[loss=0.3342, simple_loss=0.381, pruned_loss=0.1437, over 2474985.68 frames. utt_duration=412.1 frames, utt_pad_proportion=0.08902, over 24108.09 utterances.], batch size: 146, lr: 1.20e-03
2022-08-20 18:34:33,854 INFO [train.py:927] (6/8) Epoch 2, batch 3900, giga_loss[loss=0.3084, simple_loss=0.3721, pruned_loss=0.1224, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03486, over 123.00 utterances.], tot_loss[loss=0.33, simple_loss=0.3793, pruned_loss=0.1403, over 2474641.74 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08729, over 22587.07 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3688, pruned_loss=0.1129, over 2110099.79 frames. utt_duration=1276 frames, utt_pad_proportion=0.05003, over 6622.09 utterances.], giga_tot_loss[loss=0.3342, simple_loss=0.3816, pruned_loss=0.1434, over 2475377.99 frames. utt_duration=414.4 frames, utt_pad_proportion=0.08789, over 23976.18 utterances.], batch size: 123, lr: 1.20e-03
2022-08-20 18:36:19,273 INFO [train.py:927] (6/8) Epoch 2, batch 3950, giga_loss[loss=0.311, simple_loss=0.3728, pruned_loss=0.1246, over 12292.00 frames. utt_duration=794.5 frames, utt_pad_proportion=0.03808, over 62.00 utterances.], tot_loss[loss=0.3301, simple_loss=0.3795, pruned_loss=0.1404, over 2474687.14 frames. utt_duration=424.1 frames, utt_pad_proportion=0.08993, over 23420.42 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3684, pruned_loss=0.1133, over 2117442.03 frames. utt_duration=1280 frames, utt_pad_proportion=0.0492, over 6623.64 utterances.], giga_tot_loss[loss=0.334, simple_loss=0.3819, pruned_loss=0.1431, over 2475175.32 frames. utt_duration=400.2 frames, utt_pad_proportion=0.09067, over 24830.03 utterances.], batch size: 62, lr: 1.20e-03
2022-08-20 18:38:02,500 INFO [train.py:927] (6/8) Epoch 2, batch 4000, libri_loss[loss=0.3568, simple_loss=0.4363, pruned_loss=0.1386, over 12456.00 frames. utt_duration=959.8 frames, utt_pad_proportion=0.06907, over 52.00 utterances.], tot_loss[loss=0.324, simple_loss=0.3765, pruned_loss=0.1358, over 2474276.57 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08522, over 22608.71 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3685, pruned_loss=0.113, over 2129590.19 frames. utt_duration=1265 frames, utt_pad_proportion=0.05382, over 6741.65 utterances.], giga_tot_loss[loss=0.3281, simple_loss=0.3785, pruned_loss=0.1389, over 2474793.32 frames. utt_duration=411.4 frames, utt_pad_proportion=0.08543, over 24146.10 utterances.], batch size: 52, lr: 1.20e-03
2022-08-20 18:39:45,486 INFO [train.py:927] (6/8) Epoch 2, batch 4050, libri_loss[loss=0.2676, simple_loss=0.3528, pruned_loss=0.09121, over 12388.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009524, over 38.00 utterances.], tot_loss[loss=0.3205, simple_loss=0.3743, pruned_loss=0.1334, over 2474263.04 frames. utt_duration=456.2 frames, utt_pad_proportion=0.08054, over 21762.04 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3684, pruned_loss=0.1127, over 2138107.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.05366, over 6766.76 utterances.], giga_tot_loss[loss=0.3247, simple_loss=0.3762, pruned_loss=0.1366, over 2474682.07 frames. utt_duration=426 frames, utt_pad_proportion=0.08124, over 23315.23 utterances.], batch size: 38, lr: 1.20e-03
2022-08-20 18:41:30,671 INFO [train.py:927] (6/8) Epoch 2, batch 4100, giga_loss[loss=0.3784, simple_loss=0.3897, pruned_loss=0.1835, over 12332.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2071, over 370.00 utterances.], tot_loss[loss=0.3188, simple_loss=0.3729, pruned_loss=0.1324, over 2474440.71 frames. utt_duration=470.6 frames, utt_pad_proportion=0.0805, over 21098.70 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3675, pruned_loss=0.1127, over 2154222.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.0516, over 6780.15 utterances.], giga_tot_loss[loss=0.3236, simple_loss=0.3754, pruned_loss=0.1359, over 2475076.44 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08199, over 23027.99 utterances.], batch size: 370, lr: 1.20e-03
2022-08-20 18:43:18,812 INFO [train.py:927] (6/8) Epoch 2, batch 4150, libri_loss[loss=0.2446, simple_loss=0.329, pruned_loss=0.08016, over 12469.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00702, over 37.00 utterances.], tot_loss[loss=0.3134, simple_loss=0.3702, pruned_loss=0.1283, over 2474785.80 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07935, over 20845.64 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3662, pruned_loss=0.112, over 2160442.74 frames. utt_duration=1278 frames, utt_pad_proportion=0.05092, over 6771.68 utterances.], giga_tot_loss[loss=0.3187, simple_loss=0.3733, pruned_loss=0.1321, over 2475441.04 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08099, over 22656.94 utterances.], batch size: 37, lr: 1.20e-03
2022-08-20 18:45:01,612 INFO [train.py:927] (6/8) Epoch 2, batch 4200, giga_loss[loss=0.3711, simple_loss=0.3986, pruned_loss=0.1718, over 12398.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.3125, simple_loss=0.3701, pruned_loss=0.1274, over 2474309.68 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07967, over 20479.31 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3656, pruned_loss=0.1119, over 2169757.86 frames. utt_duration=1281 frames, utt_pad_proportion=0.04974, over 6783.29 utterances.], giga_tot_loss[loss=0.3175, simple_loss=0.3733, pruned_loss=0.1309, over 2474835.60 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08159, over 22311.24 utterances.], batch size: 257, lr: 1.20e-03
2022-08-20 18:46:45,072 INFO [train.py:927] (6/8) Epoch 2, batch 4250, libri_loss[loss=0.3697, simple_loss=0.5017, pruned_loss=0.1188, over 12466.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007851, over 39.00 utterances.], tot_loss[loss=0.312, simple_loss=0.37, pruned_loss=0.127, over 2474690.82 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07565, over 20238.08 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.367, pruned_loss=0.1122, over 2174429.69 frames. utt_duration=1281 frames, utt_pad_proportion=0.04911, over 6796.51 utterances.], giga_tot_loss[loss=0.3155, simple_loss=0.3714, pruned_loss=0.1298, over 2474979.58 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07779, over 21860.33 utterances.], batch size: 39, lr: 1.20e-03
2022-08-20 18:48:27,533 INFO [train.py:927] (6/8) Epoch 2, batch 4300, giga_loss[loss=0.2923, simple_loss=0.3555, pruned_loss=0.1145, over 12389.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05112, over 161.00 utterances.], tot_loss[loss=0.3095, simple_loss=0.3676, pruned_loss=0.1257, over 2474791.89 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07326, over 19939.75 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3672, pruned_loss=0.1121, over 2175689.54 frames. utt_duration=1282 frames, utt_pad_proportion=0.0489, over 6794.53 utterances.], giga_tot_loss[loss=0.3122, simple_loss=0.3685, pruned_loss=0.128, over 2475206.65 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07522, over 21262.84 utterances.], batch size: 161, lr: 1.20e-03
2022-08-20 18:50:15,106 INFO [train.py:927] (6/8) Epoch 2, batch 4350, giga_loss[loss=0.3056, simple_loss=0.37, pruned_loss=0.1206, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03101, over 75.00 utterances.], tot_loss[loss=0.3123, simple_loss=0.3738, pruned_loss=0.1254, over 2474637.55 frames. utt_duration=516.2 frames, utt_pad_proportion=0.06948, over 19228.80 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3752, pruned_loss=0.1138, over 2179870.32 frames. utt_duration=1288 frames, utt_pad_proportion=0.04852, over 6778.68 utterances.], giga_tot_loss[loss=0.3101, simple_loss=0.3683, pruned_loss=0.1259, over 2475222.70 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07151, over 20460.94 utterances.], batch size: 75, lr: 1.19e-03
2022-08-20 18:52:00,846 INFO [train.py:927] (6/8) Epoch 2, batch 4400, giga_loss[loss=0.3062, simple_loss=0.3619, pruned_loss=0.1252, over 12397.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02607, over 91.00 utterances.], tot_loss[loss=0.3105, simple_loss=0.372, pruned_loss=0.1245, over 2474427.42 frames. utt_duration=527.3 frames, utt_pad_proportion=0.0648, over 18823.37 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3755, pruned_loss=0.1141, over 2187042.01 frames. utt_duration=1287 frames, utt_pad_proportion=0.04841, over 6803.02 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3673, pruned_loss=0.1249, over 2475005.23 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06688, over 20054.62 utterances.], batch size: 91, lr: 1.19e-03
2022-08-20 18:53:44,419 INFO [train.py:927] (6/8) Epoch 2, batch 4450, giga_loss[loss=0.2948, simple_loss=0.3496, pruned_loss=0.12, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03102, over 45.00 utterances.], tot_loss[loss=0.3085, simple_loss=0.3691, pruned_loss=0.124, over 2474259.59 frames. utt_duration=531.3 frames, utt_pad_proportion=0.0628, over 18679.23 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3747, pruned_loss=0.1135, over 2194996.75 frames. utt_duration=1291 frames, utt_pad_proportion=0.04728, over 6806.91 utterances.], giga_tot_loss[loss=0.3081, simple_loss=0.3659, pruned_loss=0.1251, over 2475228.18 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06512, over 19989.54 utterances.], batch size: 45, lr: 1.19e-03
2022-08-20 18:55:27,331 INFO [train.py:927] (6/8) Epoch 2, batch 4500, giga_loss[loss=0.2469, simple_loss=0.3204, pruned_loss=0.08672, over 12223.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.0398, over 28.00 utterances.], tot_loss[loss=0.3067, simple_loss=0.3664, pruned_loss=0.1235, over 2474426.02 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06438, over 19217.66 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3742, pruned_loss=0.1134, over 2199019.51 frames. utt_duration=1294 frames, utt_pad_proportion=0.04674, over 6805.87 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3642, pruned_loss=0.1247, over 2475314.11 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06631, over 20408.24 utterances.], batch size: 28, lr: 1.19e-03
2022-08-20 18:57:10,622 INFO [train.py:927] (6/8) Epoch 2, batch 4550, giga_loss[loss=0.2517, simple_loss=0.3185, pruned_loss=0.09244, over 12461.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03685, over 37.00 utterances.], tot_loss[loss=0.3042, simple_loss=0.3633, pruned_loss=0.1226, over 2474726.00 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06991, over 19770.21 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.374, pruned_loss=0.1135, over 2201907.92 frames. utt_duration=1295 frames, utt_pad_proportion=0.04637, over 6807.78 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3616, pruned_loss=0.1235, over 2475304.59 frames. utt_duration=477 frames, utt_pad_proportion=0.07132, over 20819.80 utterances.], batch size: 37, lr: 1.19e-03
2022-08-20 18:58:51,049 INFO [train.py:927] (6/8) Epoch 2, batch 4600, giga_loss[loss=0.3176, simple_loss=0.3711, pruned_loss=0.132, over 12456.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03547, over 43.00 utterances.], tot_loss[loss=0.304, simple_loss=0.3632, pruned_loss=0.1224, over 2474263.95 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06696, over 19281.33 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3737, pruned_loss=0.1136, over 2208513.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.05128, over 6929.60 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3619, pruned_loss=0.1232, over 2474857.11 frames. utt_duration=489 frames, utt_pad_proportion=0.06713, over 20305.18 utterances.], batch size: 43, lr: 1.19e-03
2022-08-20 19:00:34,023 INFO [train.py:927] (6/8) Epoch 2, batch 4650, giga_loss[loss=0.2794, simple_loss=0.3446, pruned_loss=0.1071, over 12330.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.0321, over 85.00 utterances.], tot_loss[loss=0.3031, simple_loss=0.3625, pruned_loss=0.1219, over 2474184.88 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06856, over 19306.61 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3713, pruned_loss=0.1126, over 2220941.41 frames. utt_duration=1285 frames, utt_pad_proportion=0.04921, over 6919.29 utterances.], giga_tot_loss[loss=0.3053, simple_loss=0.363, pruned_loss=0.1238, over 2475187.78 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06951, over 20715.69 utterances.], batch size: 85, lr: 1.19e-03
2022-08-20 19:02:21,327 INFO [train.py:927] (6/8) Epoch 2, batch 4700, giga_loss[loss=0.3326, simple_loss=0.3826, pruned_loss=0.1413, over 12413.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04996, over 161.00 utterances.], tot_loss[loss=0.3055, simple_loss=0.3654, pruned_loss=0.1228, over 2474766.69 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06781, over 19220.70 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3734, pruned_loss=0.1128, over 2227267.08 frames. utt_duration=1291 frames, utt_pad_proportion=0.04838, over 6911.38 utterances.], giga_tot_loss[loss=0.3063, simple_loss=0.3637, pruned_loss=0.1244, over 2475530.32 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06897, over 20627.24 utterances.], batch size: 161, lr: 1.19e-03
2022-08-20 19:04:04,820 INFO [train.py:927] (6/8) Epoch 2, batch 4750, giga_loss[loss=0.3295, simple_loss=0.3826, pruned_loss=0.1383, over 12363.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.0247, over 70.00 utterances.], tot_loss[loss=0.3107, simple_loss=0.3675, pruned_loss=0.1269, over 2474989.33 frames. utt_duration=491.1 frames, utt_pad_proportion=0.06932, over 20217.62 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3728, pruned_loss=0.1126, over 2235636.86 frames. utt_duration=1292 frames, utt_pad_proportion=0.04724, over 6929.17 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3665, pruned_loss=0.1287, over 2475761.80 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07071, over 21731.43 utterances.], batch size: 70, lr: 1.19e-03
2022-08-20 19:05:49,021 INFO [train.py:927] (6/8) Epoch 2, batch 4800, giga_loss[loss=0.2904, simple_loss=0.3494, pruned_loss=0.1157, over 12462.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03139, over 92.00 utterances.], tot_loss[loss=0.3115, simple_loss=0.3674, pruned_loss=0.1278, over 2473850.50 frames. utt_duration=486.4 frames, utt_pad_proportion=0.07235, over 20407.43 utterances.], libri_tot_loss[loss=0.2984, simple_loss=0.3722, pruned_loss=0.1123, over 2241861.67 frames. utt_duration=1282 frames, utt_pad_proportion=0.05114, over 7003.47 utterances.], giga_tot_loss[loss=0.3133, simple_loss=0.3668, pruned_loss=0.1298, over 2475211.26 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07231, over 21897.29 utterances.], batch size: 92, lr: 1.19e-03
2022-08-20 19:07:29,117 INFO [train.py:927] (6/8) Epoch 2, batch 4850, giga_loss[loss=0.2939, simple_loss=0.3684, pruned_loss=0.1097, over 12391.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02609, over 91.00 utterances.], tot_loss[loss=0.3092, simple_loss=0.366, pruned_loss=0.1262, over 2473661.61 frames. utt_duration=488 frames, utt_pad_proportion=0.07271, over 20337.30 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3711, pruned_loss=0.1119, over 2250945.23 frames. utt_duration=1277 frames, utt_pad_proportion=0.05074, over 7060.79 utterances.], giga_tot_loss[loss=0.3119, simple_loss=0.3663, pruned_loss=0.1288, over 2474811.37 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07304, over 21985.75 utterances.], batch size: 91, lr: 1.19e-03
2022-08-20 19:09:13,163 INFO [train.py:927] (6/8) Epoch 2, batch 4900, giga_loss[loss=0.3101, simple_loss=0.3585, pruned_loss=0.1309, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05236, over 162.00 utterances.], tot_loss[loss=0.3057, simple_loss=0.3632, pruned_loss=0.1241, over 2474257.16 frames. utt_duration=481.4 frames, utt_pad_proportion=0.0709, over 20621.77 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3708, pruned_loss=0.112, over 2257464.59 frames. utt_duration=1277 frames, utt_pad_proportion=0.04978, over 7078.95 utterances.], giga_tot_loss[loss=0.3082, simple_loss=0.3636, pruned_loss=0.1264, over 2475278.41 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07175, over 22293.39 utterances.], batch size: 162, lr: 1.18e-03
2022-08-20 19:11:01,364 INFO [train.py:927] (6/8) Epoch 2, batch 4950, giga_loss[loss=0.3528, simple_loss=0.4005, pruned_loss=0.1526, over 12432.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03105, over 80.00 utterances.], tot_loss[loss=0.3058, simple_loss=0.362, pruned_loss=0.1248, over 2474054.82 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07433, over 21129.22 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3702, pruned_loss=0.1118, over 2261227.05 frames. utt_duration=1281 frames, utt_pad_proportion=0.04896, over 7070.43 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.3626, pruned_loss=0.127, over 2475325.85 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07507, over 22693.58 utterances.], batch size: 80, lr: 1.18e-03
2022-08-20 19:12:46,544 INFO [train.py:927] (6/8) Epoch 2, batch 5000, giga_loss[loss=0.3466, simple_loss=0.4035, pruned_loss=0.1448, over 12378.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0456, over 146.00 utterances.], tot_loss[loss=0.3105, simple_loss=0.3684, pruned_loss=0.1263, over 2474668.17 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07111, over 20962.99 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.374, pruned_loss=0.1122, over 2265649.82 frames. utt_duration=1273 frames, utt_pad_proportion=0.04964, over 7124.71 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.3655, pruned_loss=0.128, over 2475502.74 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07185, over 22410.70 utterances.], batch size: 146, lr: 1.18e-03
2022-08-20 19:14:34,056 INFO [train.py:927] (6/8) Epoch 2, batch 5050, giga_loss[loss=0.3587, simple_loss=0.398, pruned_loss=0.1597, over 12361.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03476, over 104.00 utterances.], tot_loss[loss=0.3129, simple_loss=0.3718, pruned_loss=0.127, over 2475460.81 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07334, over 21511.31 utterances.], libri_tot_loss[loss=0.2999, simple_loss=0.3749, pruned_loss=0.1125, over 2267903.64 frames. utt_duration=1269 frames, utt_pad_proportion=0.05013, over 7157.45 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.3687, pruned_loss=0.1281, over 2475972.78 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07372, over 22743.51 utterances.], batch size: 104, lr: 1.18e-03
2022-08-20 19:16:18,161 INFO [train.py:927] (6/8) Epoch 2, batch 5100, giga_loss[loss=0.2779, simple_loss=0.3462, pruned_loss=0.1048, over 12345.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.3722, pruned_loss=0.1277, over 2475731.62 frames. utt_duration=474.2 frames, utt_pad_proportion=0.06875, over 20948.55 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3742, pruned_loss=0.1121, over 2270915.58 frames. utt_duration=1272 frames, utt_pad_proportion=0.04954, over 7151.10 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.3703, pruned_loss=0.1291, over 2476208.08 frames. utt_duration=449.5 frames, utt_pad_proportion=0.06955, over 22104.89 utterances.], batch size: 91, lr: 1.18e-03
2022-08-20 19:18:04,972 INFO [train.py:927] (6/8) Epoch 2, batch 5150, giga_loss[loss=0.2455, simple_loss=0.3188, pruned_loss=0.08608, over 12417.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04462, over 31.00 utterances.], tot_loss[loss=0.3114, simple_loss=0.3694, pruned_loss=0.1267, over 2475240.22 frames. utt_duration=485.1 frames, utt_pad_proportion=0.06813, over 20469.42 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.373, pruned_loss=0.1118, over 2276019.15 frames. utt_duration=1276 frames, utt_pad_proportion=0.04853, over 7141.49 utterances.], giga_tot_loss[loss=0.3127, simple_loss=0.3687, pruned_loss=0.1283, over 2475577.52 frames. utt_duration=457.8 frames, utt_pad_proportion=0.06923, over 21697.81 utterances.], batch size: 31, lr: 1.18e-03
2022-08-20 19:19:50,625 INFO [train.py:927] (6/8) Epoch 2, batch 5200, libri_loss[loss=0.3241, simple_loss=0.4115, pruned_loss=0.1183, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01342, over 40.00 utterances.], tot_loss[loss=0.3139, simple_loss=0.3709, pruned_loss=0.1285, over 2474934.80 frames. utt_duration=496 frames, utt_pad_proportion=0.06626, over 20018.62 utterances.], libri_tot_loss[loss=0.3009, simple_loss=0.3754, pruned_loss=0.1132, over 2282674.77 frames. utt_duration=1282 frames, utt_pad_proportion=0.0472, over 7128.74 utterances.], giga_tot_loss[loss=0.3133, simple_loss=0.3682, pruned_loss=0.1292, over 2475397.52 frames. utt_duration=463.2 frames, utt_pad_proportion=0.0679, over 21444.46 utterances.], batch size: 40, lr: 1.18e-03
2022-08-20 19:21:37,099 INFO [train.py:927] (6/8) Epoch 2, batch 5250, giga_loss[loss=0.2829, simple_loss=0.3518, pruned_loss=0.107, over 12394.00 frames. utt_duration=752.8 frames, utt_pad_proportion=0.02491, over 66.00 utterances.], tot_loss[loss=0.3142, simple_loss=0.3708, pruned_loss=0.1288, over 2475430.87 frames. utt_duration=485 frames, utt_pad_proportion=0.06688, over 20476.59 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3758, pruned_loss=0.1134, over 2286478.40 frames. utt_duration=1282 frames, utt_pad_proportion=0.04686, over 7141.05 utterances.], giga_tot_loss[loss=0.3137, simple_loss=0.3683, pruned_loss=0.1295, over 2475811.97 frames. utt_duration=455 frames, utt_pad_proportion=0.06833, over 21835.40 utterances.], batch size: 66, lr: 1.18e-03
2022-08-20 19:23:23,936 INFO [train.py:927] (6/8) Epoch 2, batch 5300, giga_loss[loss=0.2876, simple_loss=0.3545, pruned_loss=0.1103, over 12388.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05087, over 161.00 utterances.], tot_loss[loss=0.3118, simple_loss=0.3678, pruned_loss=0.1279, over 2475089.21 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06834, over 20639.87 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3749, pruned_loss=0.113, over 2290119.95 frames. utt_duration=1286 frames, utt_pad_proportion=0.04613, over 7133.30 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.3665, pruned_loss=0.129, over 2475490.23 frames. utt_duration=452.1 frames, utt_pad_proportion=0.06975, over 21975.60 utterances.], batch size: 161, lr: 1.18e-03
2022-08-20 19:25:07,714 INFO [train.py:927] (6/8) Epoch 2, batch 5350, giga_loss[loss=0.3244, simple_loss=0.3776, pruned_loss=0.1356, over 12294.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02644, over 42.00 utterances.], tot_loss[loss=0.309, simple_loss=0.3656, pruned_loss=0.1262, over 2475076.72 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06888, over 20463.63 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3734, pruned_loss=0.1126, over 2295463.30 frames. utt_duration=1292 frames, utt_pad_proportion=0.04534, over 7117.67 utterances.], giga_tot_loss[loss=0.3107, simple_loss=0.3655, pruned_loss=0.1279, over 2475509.67 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07036, over 21909.56 utterances.], batch size: 42, lr: 1.18e-03
2022-08-20 19:27:02,221 INFO [train.py:927] (6/8) Epoch 2, batch 5400, libri_loss[loss=0.2858, simple_loss=0.3584, pruned_loss=0.1066, over 12406.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02416, over 43.00 utterances.], tot_loss[loss=0.3095, simple_loss=0.3659, pruned_loss=0.1266, over 2474689.25 frames. utt_duration=476.5 frames, utt_pad_proportion=0.0693, over 20840.09 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3731, pruned_loss=0.1125, over 2298093.57 frames. utt_duration=1292 frames, utt_pad_proportion=0.04484, over 7122.91 utterances.], giga_tot_loss[loss=0.3111, simple_loss=0.366, pruned_loss=0.1281, over 2475064.76 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07067, over 22152.44 utterances.], batch size: 43, lr: 1.18e-03
2022-08-20 19:28:49,509 INFO [train.py:927] (6/8) Epoch 2, batch 5450, giga_loss[loss=0.2409, simple_loss=0.3356, pruned_loss=0.07307, over 12417.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04412, over 34.00 utterances.], tot_loss[loss=0.3072, simple_loss=0.3664, pruned_loss=0.124, over 2474671.03 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06761, over 20112.70 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3717, pruned_loss=0.1118, over 2302926.47 frames. utt_duration=1297 frames, utt_pad_proportion=0.04378, over 7108.38 utterances.], giga_tot_loss[loss=0.31, simple_loss=0.3674, pruned_loss=0.1262, over 2475325.91 frames. utt_duration=461.4 frames, utt_pad_proportion=0.06935, over 21530.36 utterances.], batch size: 34, lr: 1.17e-03
2022-08-20 19:30:33,525 INFO [train.py:927] (6/8) Epoch 2, batch 5500, giga_loss[loss=0.2785, simple_loss=0.3553, pruned_loss=0.1009, over 12347.00 frames. utt_duration=853 frames, utt_pad_proportion=0.03288, over 58.00 utterances.], tot_loss[loss=0.3094, simple_loss=0.3692, pruned_loss=0.1248, over 2474601.71 frames. utt_duration=496.1 frames, utt_pad_proportion=0.0702, over 20012.29 utterances.], libri_tot_loss[loss=0.2973, simple_loss=0.3716, pruned_loss=0.1116, over 2307867.96 frames. utt_duration=1288 frames, utt_pad_proportion=0.04705, over 7173.70 utterances.], giga_tot_loss[loss=0.3121, simple_loss=0.37, pruned_loss=0.1271, over 2475247.38 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07078, over 21436.96 utterances.], batch size: 58, lr: 1.17e-03
2022-08-20 19:32:16,134 INFO [train.py:927] (6/8) Epoch 2, batch 5550, giga_loss[loss=0.3405, simple_loss=0.3888, pruned_loss=0.146, over 12372.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0336, over 122.00 utterances.], tot_loss[loss=0.3132, simple_loss=0.3712, pruned_loss=0.1276, over 2475206.00 frames. utt_duration=491.9 frames, utt_pad_proportion=0.06783, over 20189.50 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.3699, pruned_loss=0.1109, over 2314097.91 frames. utt_duration=1299 frames, utt_pad_proportion=0.04568, over 7136.50 utterances.], giga_tot_loss[loss=0.3173, simple_loss=0.3732, pruned_loss=0.1306, over 2476049.45 frames. utt_duration=454.6 frames, utt_pad_proportion=0.0691, over 21857.62 utterances.], batch size: 122, lr: 1.17e-03
2022-08-20 19:33:59,152 INFO [train.py:927] (6/8) Epoch 2, batch 5600, giga_loss[loss=0.3073, simple_loss=0.3702, pruned_loss=0.1222, over 12469.00 frames. utt_duration=625 frames, utt_pad_proportion=0.02958, over 80.00 utterances.], tot_loss[loss=0.3135, simple_loss=0.3709, pruned_loss=0.1281, over 2474229.14 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06865, over 20123.11 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3693, pruned_loss=0.1107, over 2319392.45 frames. utt_duration=1300 frames, utt_pad_proportion=0.0445, over 7142.83 utterances.], giga_tot_loss[loss=0.3178, simple_loss=0.3731, pruned_loss=0.1313, over 2475124.83 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07025, over 21868.24 utterances.], batch size: 80, lr: 1.17e-03
2022-08-20 19:35:42,071 INFO [train.py:927] (6/8) Epoch 2, batch 5650, giga_loss[loss=0.2762, simple_loss=0.3542, pruned_loss=0.09917, over 12374.00 frames. utt_duration=972 frames, utt_pad_proportion=0.03187, over 51.00 utterances.], tot_loss[loss=0.3094, simple_loss=0.3692, pruned_loss=0.1248, over 2474474.23 frames. utt_duration=505.9 frames, utt_pad_proportion=0.06919, over 19621.79 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3692, pruned_loss=0.1106, over 2323073.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.0526, over 7299.17 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.3711, pruned_loss=0.1277, over 2475334.85 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06826, over 21163.91 utterances.], batch size: 51, lr: 1.17e-03
2022-08-20 19:37:27,604 INFO [train.py:927] (6/8) Epoch 2, batch 5700, giga_loss[loss=0.3015, simple_loss=0.3665, pruned_loss=0.1182, over 12245.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.03022, over 42.00 utterances.], tot_loss[loss=0.311, simple_loss=0.3706, pruned_loss=0.1257, over 2474189.74 frames. utt_duration=495.6 frames, utt_pad_proportion=0.0705, over 20028.05 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3688, pruned_loss=0.1104, over 2326579.10 frames. utt_duration=1274 frames, utt_pad_proportion=0.05238, over 7310.68 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.3725, pruned_loss=0.1286, over 2475094.20 frames. utt_duration=461.2 frames, utt_pad_proportion=0.06985, over 21534.40 utterances.], batch size: 42, lr: 1.17e-03
2022-08-20 19:39:14,479 INFO [train.py:927] (6/8) Epoch 2, batch 5750, giga_loss[loss=0.3319, simple_loss=0.37, pruned_loss=0.1469, over 12391.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04466, over 146.00 utterances.], tot_loss[loss=0.3109, simple_loss=0.3696, pruned_loss=0.1261, over 2474543.95 frames. utt_duration=481 frames, utt_pad_proportion=0.07072, over 20643.24 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3685, pruned_loss=0.1104, over 2329345.33 frames. utt_duration=1275 frames, utt_pad_proportion=0.05154, over 7313.51 utterances.], giga_tot_loss[loss=0.3143, simple_loss=0.3714, pruned_loss=0.1286, over 2475391.81 frames. utt_duration=450 frames, utt_pad_proportion=0.07056, over 22076.41 utterances.], batch size: 146, lr: 1.17e-03
2022-08-20 19:41:01,096 INFO [train.py:927] (6/8) Epoch 2, batch 5800, giga_loss[loss=0.2803, simple_loss=0.3323, pruned_loss=0.1141, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04654, over 34.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.368, pruned_loss=0.1259, over 2474461.08 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06962, over 19986.07 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3689, pruned_loss=0.1106, over 2332942.15 frames. utt_duration=1263 frames, utt_pad_proportion=0.0561, over 7397.97 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3692, pruned_loss=0.1281, over 2475134.94 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06848, over 21343.97 utterances.], batch size: 34, lr: 1.17e-03
2022-08-20 19:42:44,239 INFO [train.py:927] (6/8) Epoch 2, batch 5850, libri_loss[loss=0.2555, simple_loss=0.3262, pruned_loss=0.09236, over 12391.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007264, over 31.00 utterances.], tot_loss[loss=0.3095, simple_loss=0.3669, pruned_loss=0.1261, over 2474873.27 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07463, over 20162.88 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3686, pruned_loss=0.1106, over 2337729.25 frames. utt_duration=1264 frames, utt_pad_proportion=0.055, over 7408.79 utterances.], giga_tot_loss[loss=0.3123, simple_loss=0.368, pruned_loss=0.1284, over 2475489.46 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07396, over 21649.44 utterances.], batch size: 31, lr: 1.17e-03
2022-08-20 19:44:24,003 INFO [train.py:927] (6/8) Epoch 2, batch 5900, giga_loss[loss=0.2734, simple_loss=0.3444, pruned_loss=0.1012, over 12453.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03394, over 86.00 utterances.], tot_loss[loss=0.3079, simple_loss=0.365, pruned_loss=0.1254, over 2474401.04 frames. utt_duration=454.5 frames, utt_pad_proportion=0.08044, over 21848.05 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3685, pruned_loss=0.1104, over 2339090.11 frames. utt_duration=1266 frames, utt_pad_proportion=0.05456, over 7401.71 utterances.], giga_tot_loss[loss=0.3104, simple_loss=0.366, pruned_loss=0.1274, over 2474892.59 frames. utt_duration=429.6 frames, utt_pad_proportion=0.0798, over 23126.37 utterances.], batch size: 86, lr: 1.17e-03
2022-08-20 19:46:08,048 INFO [train.py:927] (6/8) Epoch 2, batch 5950, giga_loss[loss=0.2751, simple_loss=0.337, pruned_loss=0.1066, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03837, over 40.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3619, pruned_loss=0.1225, over 2474843.37 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07598, over 21766.00 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.368, pruned_loss=0.1102, over 2342502.11 frames. utt_duration=1270 frames, utt_pad_proportion=0.05354, over 7386.87 utterances.], giga_tot_loss[loss=0.3061, simple_loss=0.363, pruned_loss=0.1246, over 2475200.01 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07615, over 23140.07 utterances.], batch size: 40, lr: 1.17e-03
2022-08-20 19:47:57,719 INFO [train.py:927] (6/8) Epoch 2, batch 6000, giga_loss[loss=0.2683, simple_loss=0.3331, pruned_loss=0.1018, over 12369.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02825, over 91.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3619, pruned_loss=0.122, over 2475231.73 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07385, over 21725.17 utterances.], libri_tot_loss[loss=0.2964, simple_loss=0.3707, pruned_loss=0.1111, over 2345143.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.05748, over 7462.22 utterances.], giga_tot_loss[loss=0.3033, simple_loss=0.3603, pruned_loss=0.1232, over 2475503.68 frames. utt_duration=432 frames, utt_pad_proportion=0.07308, over 23000.91 utterances.], batch size: 91, lr: 1.16e-03
2022-08-20 19:47:57,720 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 19:48:11,748 INFO [train.py:967] (6/8) Epoch 2, validation: loss=0.2347, simple_loss=0.3352, pruned_loss=0.06714, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 19:49:55,968 INFO [train.py:927] (6/8) Epoch 2, batch 6050, giga_loss[loss=0.3747, simple_loss=0.4113, pruned_loss=0.1691, over 12404.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05032, over 161.00 utterances.], tot_loss[loss=0.3017, simple_loss=0.3609, pruned_loss=0.1212, over 2475413.70 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07253, over 21550.19 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3703, pruned_loss=0.1108, over 2345890.91 frames. utt_duration=1260 frames, utt_pad_proportion=0.05729, over 7453.91 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.36, pruned_loss=0.1224, over 2475534.50 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07206, over 22624.94 utterances.], batch size: 161, lr: 1.16e-03
2022-08-20 19:51:41,266 INFO [train.py:927] (6/8) Epoch 2, batch 6100, libri_loss[loss=0.329, simple_loss=0.3696, pruned_loss=0.1442, over 12319.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006426, over 36.00 utterances.], tot_loss[loss=0.2997, simple_loss=0.3594, pruned_loss=0.12, over 2475172.69 frames. utt_duration=460 frames, utt_pad_proportion=0.07461, over 21590.52 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3697, pruned_loss=0.1108, over 2349907.53 frames. utt_duration=1261 frames, utt_pad_proportion=0.05618, over 7463.06 utterances.], giga_tot_loss[loss=0.3007, simple_loss=0.3589, pruned_loss=0.1212, over 2475133.92 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07459, over 22807.12 utterances.], batch size: 36, lr: 1.16e-03
2022-08-20 19:53:24,972 INFO [train.py:927] (6/8) Epoch 2, batch 6150, giga_loss[loss=0.2555, simple_loss=0.3291, pruned_loss=0.09095, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03951, over 40.00 utterances.], tot_loss[loss=0.3014, simple_loss=0.3596, pruned_loss=0.1216, over 2475403.26 frames. utt_duration=436.6 frames, utt_pad_proportion=0.0838, over 22754.66 utterances.], libri_tot_loss[loss=0.2949, simple_loss=0.3686, pruned_loss=0.1106, over 2354152.68 frames. utt_duration=1251 frames, utt_pad_proportion=0.05952, over 7538.85 utterances.], giga_tot_loss[loss=0.3031, simple_loss=0.3598, pruned_loss=0.1232, over 2475999.42 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08278, over 24211.26 utterances.], batch size: 40, lr: 1.16e-03
2022-08-20 19:55:10,614 INFO [train.py:927] (6/8) Epoch 2, batch 6200, giga_loss[loss=0.318, simple_loss=0.3703, pruned_loss=0.1329, over 12400.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04022, over 133.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.3607, pruned_loss=0.123, over 2474229.38 frames. utt_duration=445.4 frames, utt_pad_proportion=0.08571, over 22291.94 utterances.], libri_tot_loss[loss=0.2932, simple_loss=0.3664, pruned_loss=0.11, over 2359335.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05787, over 7503.10 utterances.], giga_tot_loss[loss=0.3066, simple_loss=0.3625, pruned_loss=0.1253, over 2475376.22 frames. utt_duration=410.3 frames, utt_pad_proportion=0.08561, over 24218.11 utterances.], batch size: 133, lr: 1.16e-03
2022-08-20 19:56:57,269 INFO [train.py:927] (6/8) Epoch 2, batch 6250, giga_loss[loss=0.2548, simple_loss=0.3214, pruned_loss=0.09406, over 12488.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03546, over 37.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.3618, pruned_loss=0.1242, over 2474663.37 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08867, over 22598.13 utterances.], libri_tot_loss[loss=0.2933, simple_loss=0.3665, pruned_loss=0.11, over 2360804.62 frames. utt_duration=1250 frames, utt_pad_proportion=0.06187, over 7562.70 utterances.], giga_tot_loss[loss=0.3076, simple_loss=0.363, pruned_loss=0.1261, over 2475772.41 frames. utt_duration=409.8 frames, utt_pad_proportion=0.08737, over 24253.35 utterances.], batch size: 37, lr: 1.16e-03
2022-08-20 19:58:46,372 INFO [train.py:927] (6/8) Epoch 2, batch 6300, giga_loss[loss=0.2986, simple_loss=0.3557, pruned_loss=0.1207, over 12338.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03328, over 85.00 utterances.], tot_loss[loss=0.3069, simple_loss=0.3653, pruned_loss=0.1242, over 2475270.80 frames. utt_duration=450.4 frames, utt_pad_proportion=0.08026, over 22056.13 utterances.], libri_tot_loss[loss=0.294, simple_loss=0.368, pruned_loss=0.11, over 2362366.51 frames. utt_duration=1251 frames, utt_pad_proportion=0.06123, over 7563.28 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.365, pruned_loss=0.126, over 2476272.13 frames. utt_duration=421.8 frames, utt_pad_proportion=0.07998, over 23565.87 utterances.], batch size: 85, lr: 1.16e-03
2022-08-20 20:00:34,038 INFO [train.py:927] (6/8) Epoch 2, batch 6350, giga_loss[loss=0.3195, simple_loss=0.3747, pruned_loss=0.1321, over 12441.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05328, over 162.00 utterances.], tot_loss[loss=0.3047, simple_loss=0.3628, pruned_loss=0.1233, over 2475193.44 frames. utt_duration=468.5 frames, utt_pad_proportion=0.07869, over 21199.72 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3663, pruned_loss=0.1094, over 2365496.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05998, over 7515.97 utterances.], giga_tot_loss[loss=0.3075, simple_loss=0.3639, pruned_loss=0.1256, over 2476170.36 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07905, over 22833.07 utterances.], batch size: 162, lr: 1.16e-03
2022-08-20 20:02:21,123 INFO [train.py:927] (6/8) Epoch 2, batch 6400, giga_loss[loss=0.3145, simple_loss=0.3592, pruned_loss=0.1349, over 12379.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05266, over 161.00 utterances.], tot_loss[loss=0.3052, simple_loss=0.3619, pruned_loss=0.1243, over 2474777.99 frames. utt_duration=446 frames, utt_pad_proportion=0.08278, over 22267.18 utterances.], libri_tot_loss[loss=0.2904, simple_loss=0.3641, pruned_loss=0.1083, over 2369331.31 frames. utt_duration=1269 frames, utt_pad_proportion=0.05823, over 7477.85 utterances.], giga_tot_loss[loss=0.3099, simple_loss=0.3646, pruned_loss=0.1276, over 2476016.61 frames. utt_duration=412 frames, utt_pad_proportion=0.08337, over 24125.30 utterances.], batch size: 161, lr: 1.16e-03
2022-08-20 20:04:07,554 INFO [train.py:927] (6/8) Epoch 2, batch 6450, giga_loss[loss=0.3354, simple_loss=0.3793, pruned_loss=0.1458, over 12377.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06486, over 183.00 utterances.], tot_loss[loss=0.3062, simple_loss=0.3618, pruned_loss=0.1253, over 2474281.05 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08359, over 22631.40 utterances.], libri_tot_loss[loss=0.2906, simple_loss=0.364, pruned_loss=0.1086, over 2371139.76 frames. utt_duration=1268 frames, utt_pad_proportion=0.05826, over 7491.26 utterances.], giga_tot_loss[loss=0.31, simple_loss=0.364, pruned_loss=0.128, over 2475525.99 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08414, over 24377.56 utterances.], batch size: 183, lr: 1.16e-03
2022-08-20 20:05:52,127 INFO [train.py:927] (6/8) Epoch 2, batch 6500, giga_loss[loss=0.2985, simple_loss=0.3501, pruned_loss=0.1234, over 12456.00 frames. utt_duration=543.1 frames, utt_pad_proportion=0.03185, over 92.00 utterances.], tot_loss[loss=0.3065, simple_loss=0.3632, pruned_loss=0.1249, over 2474318.12 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0853, over 22593.10 utterances.], libri_tot_loss[loss=0.2918, simple_loss=0.366, pruned_loss=0.1088, over 2372144.83 frames. utt_duration=1270 frames, utt_pad_proportion=0.05755, over 7481.93 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.363, pruned_loss=0.1271, over 2475795.22 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08594, over 24184.50 utterances.], batch size: 92, lr: 1.16e-03
2022-08-20 20:07:35,242 INFO [train.py:927] (6/8) Epoch 2, batch 6550, giga_loss[loss=0.2605, simple_loss=0.3208, pruned_loss=0.1001, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.0325, over 42.00 utterances.], tot_loss[loss=0.3078, simple_loss=0.365, pruned_loss=0.1253, over 2473443.48 frames. utt_duration=455.4 frames, utt_pad_proportion=0.0807, over 21795.44 utterances.], libri_tot_loss[loss=0.2919, simple_loss=0.3665, pruned_loss=0.1087, over 2374248.83 frames. utt_duration=1274 frames, utt_pad_proportion=0.05651, over 7464.98 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3643, pruned_loss=0.1276, over 2475013.38 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08198, over 23416.05 utterances.], batch size: 42, lr: 1.16e-03
2022-08-20 20:09:20,596 INFO [train.py:927] (6/8) Epoch 2, batch 6600, giga_loss[loss=0.2374, simple_loss=0.3115, pruned_loss=0.08169, over 12356.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03247, over 51.00 utterances.], tot_loss[loss=0.3122, simple_loss=0.3669, pruned_loss=0.1288, over 2473959.31 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08281, over 22653.18 utterances.], libri_tot_loss[loss=0.292, simple_loss=0.3664, pruned_loss=0.1088, over 2375265.42 frames. utt_duration=1275 frames, utt_pad_proportion=0.05604, over 7461.34 utterances.], giga_tot_loss[loss=0.3138, simple_loss=0.3665, pruned_loss=0.1306, over 2475180.04 frames. utt_duration=412.9 frames, utt_pad_proportion=0.08386, over 24061.48 utterances.], batch size: 51, lr: 1.15e-03
2022-08-20 20:11:08,912 INFO [train.py:927] (6/8) Epoch 2, batch 6650, giga_loss[loss=0.2776, simple_loss=0.3533, pruned_loss=0.1009, over 12338.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03031, over 48.00 utterances.], tot_loss[loss=0.3108, simple_loss=0.3659, pruned_loss=0.1278, over 2473845.07 frames. utt_duration=455.2 frames, utt_pad_proportion=0.0801, over 21808.63 utterances.], libri_tot_loss[loss=0.2922, simple_loss=0.366, pruned_loss=0.1092, over 2376432.11 frames. utt_duration=1276 frames, utt_pad_proportion=0.0554, over 7458.38 utterances.], giga_tot_loss[loss=0.3122, simple_loss=0.3659, pruned_loss=0.1292, over 2475077.99 frames. utt_duration=429.7 frames, utt_pad_proportion=0.0814, over 23120.85 utterances.], batch size: 48, lr: 1.15e-03
2022-08-20 20:12:53,310 INFO [train.py:927] (6/8) Epoch 2, batch 6700, giga_loss[loss=0.3717, simple_loss=0.4067, pruned_loss=0.1683, over 12386.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03946, over 113.00 utterances.], tot_loss[loss=0.3105, simple_loss=0.3662, pruned_loss=0.1275, over 2473335.35 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07979, over 21234.60 utterances.], libri_tot_loss[loss=0.2915, simple_loss=0.3654, pruned_loss=0.1088, over 2380038.95 frames. utt_duration=1281 frames, utt_pad_proportion=0.05352, over 7443.06 utterances.], giga_tot_loss[loss=0.3131, simple_loss=0.3668, pruned_loss=0.1297, over 2474992.63 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08179, over 22908.88 utterances.], batch size: 113, lr: 1.15e-03
2022-08-20 20:14:34,901 INFO [train.py:927] (6/8) Epoch 2, batch 6750, giga_loss[loss=0.3553, simple_loss=0.3944, pruned_loss=0.1581, over 12378.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.0495, over 161.00 utterances.], tot_loss[loss=0.3089, simple_loss=0.365, pruned_loss=0.1264, over 2473066.65 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07483, over 20243.86 utterances.], libri_tot_loss[loss=0.2901, simple_loss=0.364, pruned_loss=0.1081, over 2381951.94 frames. utt_duration=1286 frames, utt_pad_proportion=0.05254, over 7417.24 utterances.], giga_tot_loss[loss=0.3126, simple_loss=0.3667, pruned_loss=0.1292, over 2474731.87 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07731, over 21902.61 utterances.], batch size: 161, lr: 1.15e-03
2022-08-20 20:16:17,838 INFO [train.py:927] (6/8) Epoch 2, batch 6800, giga_loss[loss=0.4104, simple_loss=0.4228, pruned_loss=0.1989, over 12397.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.3098, simple_loss=0.3671, pruned_loss=0.1262, over 2473275.91 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06922, over 20305.55 utterances.], libri_tot_loss[loss=0.29, simple_loss=0.3644, pruned_loss=0.1078, over 2384497.25 frames. utt_duration=1293 frames, utt_pad_proportion=0.05147, over 7388.01 utterances.], giga_tot_loss[loss=0.3134, simple_loss=0.3682, pruned_loss=0.1292, over 2474772.96 frames. utt_duration=451 frames, utt_pad_proportion=0.07204, over 22018.31 utterances.], batch size: 257, lr: 1.15e-03
2022-08-20 20:18:02,495 INFO [train.py:927] (6/8) Epoch 2, batch 6850, giga_loss[loss=0.245, simple_loss=0.3127, pruned_loss=0.08868, over 12206.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03423, over 28.00 utterances.], tot_loss[loss=0.3094, simple_loss=0.3666, pruned_loss=0.1261, over 2473367.04 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0698, over 20872.94 utterances.], libri_tot_loss[loss=0.2901, simple_loss=0.3641, pruned_loss=0.108, over 2386145.91 frames. utt_duration=1293 frames, utt_pad_proportion=0.05073, over 7390.28 utterances.], giga_tot_loss[loss=0.3125, simple_loss=0.3678, pruned_loss=0.1287, over 2474663.71 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07231, over 22472.22 utterances.], batch size: 28, lr: 1.15e-03
2022-08-20 20:19:44,818 INFO [train.py:927] (6/8) Epoch 2, batch 6900, giga_loss[loss=0.2959, simple_loss=0.3671, pruned_loss=0.1124, over 12382.00 frames. utt_duration=662 frames, utt_pad_proportion=0.03639, over 75.00 utterances.], tot_loss[loss=0.3099, simple_loss=0.3665, pruned_loss=0.1267, over 2473871.76 frames. utt_duration=465 frames, utt_pad_proportion=0.07367, over 21350.33 utterances.], libri_tot_loss[loss=0.2894, simple_loss=0.3633, pruned_loss=0.1078, over 2387909.62 frames. utt_duration=1292 frames, utt_pad_proportion=0.05101, over 7401.33 utterances.], giga_tot_loss[loss=0.3134, simple_loss=0.3682, pruned_loss=0.1293, over 2474856.10 frames. utt_duration=434.4 frames, utt_pad_proportion=0.07548, over 22865.97 utterances.], batch size: 75, lr: 1.15e-03
2022-08-20 20:21:31,227 INFO [train.py:927] (6/8) Epoch 2, batch 6950, giga_loss[loss=0.3155, simple_loss=0.3602, pruned_loss=0.1354, over 12415.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06223, over 183.00 utterances.], tot_loss[loss=0.3096, simple_loss=0.3658, pruned_loss=0.1267, over 2474051.80 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07352, over 21275.38 utterances.], libri_tot_loss[loss=0.2893, simple_loss=0.3629, pruned_loss=0.1079, over 2391259.20 frames. utt_duration=1287 frames, utt_pad_proportion=0.05127, over 7440.96 utterances.], giga_tot_loss[loss=0.3132, simple_loss=0.3676, pruned_loss=0.1293, over 2474886.14 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07521, over 22960.66 utterances.], batch size: 183, lr: 1.15e-03
2022-08-20 20:23:16,184 INFO [train.py:927] (6/8) Epoch 2, batch 7000, giga_loss[loss=0.2919, simple_loss=0.3667, pruned_loss=0.1086, over 12243.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03883, over 28.00 utterances.], tot_loss[loss=0.3106, simple_loss=0.3661, pruned_loss=0.1275, over 2474170.28 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07383, over 21153.52 utterances.], libri_tot_loss[loss=0.2887, simple_loss=0.3624, pruned_loss=0.1076, over 2392419.01 frames. utt_duration=1290 frames, utt_pad_proportion=0.05066, over 7429.40 utterances.], giga_tot_loss[loss=0.3142, simple_loss=0.368, pruned_loss=0.1301, over 2474872.72 frames. utt_duration=438 frames, utt_pad_proportion=0.07544, over 22677.23 utterances.], batch size: 28, lr: 1.15e-03
2022-08-20 20:24:59,224 INFO [train.py:927] (6/8) Epoch 2, batch 7050, giga_loss[loss=0.3172, simple_loss=0.3715, pruned_loss=0.1314, over 12429.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.0415, over 146.00 utterances.], tot_loss[loss=0.3113, simple_loss=0.3673, pruned_loss=0.1276, over 2474023.86 frames. utt_duration=471.9 frames, utt_pad_proportion=0.072, over 21037.04 utterances.], libri_tot_loss[loss=0.2889, simple_loss=0.3628, pruned_loss=0.1075, over 2392636.92 frames. utt_duration=1291 frames, utt_pad_proportion=0.05051, over 7421.25 utterances.], giga_tot_loss[loss=0.314, simple_loss=0.3684, pruned_loss=0.1298, over 2474753.48 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07347, over 22302.06 utterances.], batch size: 146, lr: 1.15e-03
2022-08-20 20:26:41,485 INFO [train.py:927] (6/8) Epoch 2, batch 7100, giga_loss[loss=0.3031, simple_loss=0.3667, pruned_loss=0.1197, over 12457.00 frames. utt_duration=665.9 frames, utt_pad_proportion=0.03066, over 75.00 utterances.], tot_loss[loss=0.3127, simple_loss=0.3697, pruned_loss=0.1278, over 2474007.34 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07249, over 20975.35 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3649, pruned_loss=0.1074, over 2395346.13 frames. utt_duration=1295 frames, utt_pad_proportion=0.04916, over 7405.73 utterances.], giga_tot_loss[loss=0.3148, simple_loss=0.369, pruned_loss=0.1303, over 2474675.67 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07431, over 22454.94 utterances.], batch size: 75, lr: 1.15e-03
2022-08-20 20:28:24,672 INFO [train.py:927] (6/8) Epoch 2, batch 7150, giga_loss[loss=0.2753, simple_loss=0.3387, pruned_loss=0.1059, over 12441.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02978, over 80.00 utterances.], tot_loss[loss=0.3149, simple_loss=0.3701, pruned_loss=0.1298, over 2474113.73 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07938, over 21902.97 utterances.], libri_tot_loss[loss=0.2902, simple_loss=0.3647, pruned_loss=0.1079, over 2396928.15 frames. utt_duration=1298 frames, utt_pad_proportion=0.04843, over 7392.73 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.3698, pruned_loss=0.1317, over 2474637.95 frames. utt_duration=425.8 frames, utt_pad_proportion=0.08067, over 23325.91 utterances.], batch size: 80, lr: 1.15e-03
2022-08-20 20:30:10,804 INFO [train.py:927] (6/8) Epoch 2, batch 7200, giga_loss[loss=0.2731, simple_loss=0.3293, pruned_loss=0.1084, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03031, over 58.00 utterances.], tot_loss[loss=0.3095, simple_loss=0.3655, pruned_loss=0.1267, over 2474623.59 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07467, over 20571.58 utterances.], libri_tot_loss[loss=0.2897, simple_loss=0.3641, pruned_loss=0.1077, over 2398890.58 frames. utt_duration=1286 frames, utt_pad_proportion=0.05233, over 7467.84 utterances.], giga_tot_loss[loss=0.312, simple_loss=0.3659, pruned_loss=0.1291, over 2475365.80 frames. utt_duration=451 frames, utt_pad_proportion=0.07529, over 22027.88 utterances.], batch size: 58, lr: 1.14e-03
2022-08-20 20:31:57,336 INFO [train.py:927] (6/8) Epoch 2, batch 7250, giga_loss[loss=0.2723, simple_loss=0.3359, pruned_loss=0.1044, over 12327.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02868, over 48.00 utterances.], tot_loss[loss=0.3059, simple_loss=0.3619, pruned_loss=0.125, over 2474167.44 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07569, over 20911.78 utterances.], libri_tot_loss[loss=0.2893, simple_loss=0.3636, pruned_loss=0.1075, over 2400199.68 frames. utt_duration=1285 frames, utt_pad_proportion=0.0523, over 7481.13 utterances.], giga_tot_loss[loss=0.3086, simple_loss=0.3626, pruned_loss=0.1272, over 2474935.63 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07631, over 22292.87 utterances.], batch size: 48, lr: 1.14e-03
2022-08-20 20:33:44,120 INFO [train.py:927] (6/8) Epoch 2, batch 7300, giga_loss[loss=0.3752, simple_loss=0.4156, pruned_loss=0.1674, over 12385.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06988, over 211.00 utterances.], tot_loss[loss=0.3048, simple_loss=0.3606, pruned_loss=0.1245, over 2473904.07 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07697, over 21156.74 utterances.], libri_tot_loss[loss=0.2891, simple_loss=0.3634, pruned_loss=0.1074, over 2401683.33 frames. utt_duration=1283 frames, utt_pad_proportion=0.05214, over 7493.92 utterances.], giga_tot_loss[loss=0.3075, simple_loss=0.3613, pruned_loss=0.1268, over 2474839.59 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07765, over 22551.73 utterances.], batch size: 211, lr: 1.14e-03
2022-08-20 20:35:28,190 INFO [train.py:927] (6/8) Epoch 2, batch 7350, giga_loss[loss=0.2897, simple_loss=0.3613, pruned_loss=0.109, over 12393.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02555, over 66.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.3591, pruned_loss=0.1208, over 2474235.54 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07491, over 21709.08 utterances.], libri_tot_loss[loss=0.2893, simple_loss=0.3635, pruned_loss=0.1075, over 2403406.19 frames. utt_duration=1272 frames, utt_pad_proportion=0.05536, over 7567.77 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3595, pruned_loss=0.1229, over 2475046.44 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07485, over 23058.64 utterances.], batch size: 66, lr: 1.14e-03
2022-08-20 20:37:20,283 INFO [train.py:927] (6/8) Epoch 2, batch 7400, giga_loss[loss=0.2351, simple_loss=0.2937, pruned_loss=0.08826, over 12347.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1754, over 356.00 utterances.], tot_loss[loss=0.2949, simple_loss=0.356, pruned_loss=0.117, over 2475369.49 frames. utt_duration=433.3 frames, utt_pad_proportion=0.0744, over 22929.71 utterances.], libri_tot_loss[loss=0.2894, simple_loss=0.3635, pruned_loss=0.1076, over 2404168.91 frames. utt_duration=1273 frames, utt_pad_proportion=0.05491, over 7564.09 utterances.], giga_tot_loss[loss=0.2967, simple_loss=0.3562, pruned_loss=0.1186, over 2475967.53 frames. utt_duration=411.9 frames, utt_pad_proportion=0.07456, over 24129.43 utterances.], batch size: 356, lr: 1.14e-03
2022-08-20 20:39:05,079 INFO [train.py:927] (6/8) Epoch 2, batch 7450, giga_loss[loss=0.2929, simple_loss=0.3656, pruned_loss=0.1101, over 12408.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03347, over 122.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.3524, pruned_loss=0.1124, over 2475614.88 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07423, over 23461.96 utterances.], libri_tot_loss[loss=0.289, simple_loss=0.3632, pruned_loss=0.1074, over 2405934.19 frames. utt_duration=1277 frames, utt_pad_proportion=0.05362, over 7542.47 utterances.], giga_tot_loss[loss=0.2905, simple_loss=0.3527, pruned_loss=0.1141, over 2476397.14 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07485, over 24849.27 utterances.], batch size: 122, lr: 1.14e-03
2022-08-20 20:40:50,730 INFO [train.py:927] (6/8) Epoch 2, batch 7500, giga_loss[loss=0.2416, simple_loss=0.3131, pruned_loss=0.08507, over 12267.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02757, over 42.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3513, pruned_loss=0.1109, over 2475560.06 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07738, over 24638.17 utterances.], libri_tot_loss[loss=0.2887, simple_loss=0.3628, pruned_loss=0.1073, over 2406862.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.05305, over 7537.41 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.3517, pruned_loss=0.1124, over 2476277.52 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07796, over 25984.72 utterances.], batch size: 42, lr: 1.14e-03
2022-08-20 20:42:33,754 INFO [train.py:927] (6/8) Epoch 2, batch 7550, giga_loss[loss=0.2607, simple_loss=0.3317, pruned_loss=0.09486, over 12443.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04098, over 146.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3486, pruned_loss=0.1082, over 2476089.89 frames. utt_duration=411.2 frames, utt_pad_proportion=0.07346, over 24172.02 utterances.], libri_tot_loss[loss=0.2891, simple_loss=0.3631, pruned_loss=0.1076, over 2409562.86 frames. utt_duration=1275 frames, utt_pad_proportion=0.05253, over 7566.34 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3483, pruned_loss=0.1093, over 2476672.84 frames. utt_duration=384.7 frames, utt_pad_proportion=0.07451, over 25847.50 utterances.], batch size: 146, lr: 1.14e-03
2022-08-20 20:44:17,605 INFO [train.py:927] (6/8) Epoch 2, batch 7600, giga_loss[loss=0.2566, simple_loss=0.33, pruned_loss=0.0916, over 12470.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02945, over 55.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3475, pruned_loss=0.1067, over 2476529.95 frames. utt_duration=420.1 frames, utt_pad_proportion=0.0688, over 23663.61 utterances.], libri_tot_loss[loss=0.2889, simple_loss=0.3631, pruned_loss=0.1074, over 2411376.91 frames. utt_duration=1281 frames, utt_pad_proportion=0.05152, over 7536.78 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3468, pruned_loss=0.1077, over 2477141.78 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07034, over 25487.86 utterances.], batch size: 55, lr: 1.14e-03
2022-08-20 20:46:00,739 INFO [train.py:927] (6/8) Epoch 2, batch 7650, libri_loss[loss=0.2757, simple_loss=0.3574, pruned_loss=0.09699, over 12456.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01409, over 40.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3448, pruned_loss=0.1035, over 2476065.90 frames. utt_duration=420.5 frames, utt_pad_proportion=0.06858, over 23633.27 utterances.], libri_tot_loss[loss=0.2886, simple_loss=0.3628, pruned_loss=0.1072, over 2412787.99 frames. utt_duration=1281 frames, utt_pad_proportion=0.05087, over 7542.32 utterances.], giga_tot_loss[loss=0.2764, simple_loss=0.344, pruned_loss=0.1044, over 2476738.35 frames. utt_duration=390.5 frames, utt_pad_proportion=0.0701, over 25461.22 utterances.], batch size: 40, lr: 1.14e-03
2022-08-20 20:47:43,510 INFO [train.py:927] (6/8) Epoch 2, batch 7700, giga_loss[loss=0.2528, simple_loss=0.3333, pruned_loss=0.08618, over 12380.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03008, over 58.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3382, pruned_loss=0.09924, over 2476163.01 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07784, over 24881.40 utterances.], libri_tot_loss[loss=0.2884, simple_loss=0.3625, pruned_loss=0.1072, over 2413490.45 frames. utt_duration=1283 frames, utt_pad_proportion=0.05025, over 7534.23 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3376, pruned_loss=0.09996, over 2476905.84 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07866, over 26544.04 utterances.], batch size: 58, lr: 1.14e-03
2022-08-20 20:49:24,182 INFO [train.py:927] (6/8) Epoch 2, batch 7750, giga_loss[loss=0.2818, simple_loss=0.361, pruned_loss=0.1013, over 12398.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05072, over 161.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3363, pruned_loss=0.09756, over 2476047.09 frames. utt_duration=406.9 frames, utt_pad_proportion=0.07693, over 24427.40 utterances.], libri_tot_loss[loss=0.2882, simple_loss=0.3625, pruned_loss=0.1069, over 2415465.27 frames. utt_duration=1261 frames, utt_pad_proportion=0.05827, over 7668.72 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3349, pruned_loss=0.09805, over 2476825.86 frames. utt_duration=380 frames, utt_pad_proportion=0.07577, over 26174.11 utterances.], batch size: 161, lr: 1.14e-03
2022-08-20 20:51:21,530 INFO [train.py:927] (6/8) Epoch 2, batch 7800, giga_loss[loss=0.2542, simple_loss=0.3388, pruned_loss=0.08474, over 12426.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04692, over 161.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3379, pruned_loss=0.09747, over 2476328.31 frames. utt_duration=419 frames, utt_pad_proportion=0.07404, over 23721.53 utterances.], libri_tot_loss[loss=0.2879, simple_loss=0.3624, pruned_loss=0.1067, over 2417383.32 frames. utt_duration=1265 frames, utt_pad_proportion=0.05694, over 7653.71 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3362, pruned_loss=0.09783, over 2476852.74 frames. utt_duration=388.6 frames, utt_pad_proportion=0.0738, over 25589.83 utterances.], batch size: 161, lr: 1.13e-03
2022-08-20 20:53:20,155 INFO [train.py:927] (6/8) Epoch 2, batch 7850, libri_loss[loss=0.1859, simple_loss=0.2617, pruned_loss=0.055, over 12219.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009577, over 29.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3375, pruned_loss=0.09662, over 2476076.14 frames. utt_duration=424.7 frames, utt_pad_proportion=0.07202, over 23396.96 utterances.], libri_tot_loss[loss=0.2873, simple_loss=0.3618, pruned_loss=0.1064, over 2418763.16 frames. utt_duration=1252 frames, utt_pad_proportion=0.06118, over 7735.09 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.336, pruned_loss=0.0969, over 2476847.74 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07081, over 25257.69 utterances.], batch size: 29, lr: 1.13e-03
2022-08-20 20:55:23,869 INFO [train.py:927] (6/8) Epoch 2, batch 7900, giga_loss[loss=0.2367, simple_loss=0.3245, pruned_loss=0.0745, over 12341.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03106, over 51.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3342, pruned_loss=0.09424, over 2476665.99 frames. utt_duration=406 frames, utt_pad_proportion=0.07419, over 24484.77 utterances.], libri_tot_loss[loss=0.287, simple_loss=0.3615, pruned_loss=0.1062, over 2419099.59 frames. utt_duration=1255 frames, utt_pad_proportion=0.06075, over 7719.79 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3331, pruned_loss=0.09449, over 2477479.42 frames. utt_duration=381.1 frames, utt_pad_proportion=0.07325, over 26094.06 utterances.], batch size: 51, lr: 1.13e-03
2022-08-20 20:57:34,084 INFO [train.py:927] (6/8) Epoch 2, batch 7950, libri_loss[loss=0.3162, simple_loss=0.4249, pruned_loss=0.1037, over 12463.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01207, over 40.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3341, pruned_loss=0.09248, over 2476765.30 frames. utt_duration=412.5 frames, utt_pad_proportion=0.07049, over 24092.94 utterances.], libri_tot_loss[loss=0.2881, simple_loss=0.3637, pruned_loss=0.1063, over 2420202.48 frames. utt_duration=1256 frames, utt_pad_proportion=0.05993, over 7717.83 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3305, pruned_loss=0.09234, over 2477702.17 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07024, over 25757.48 utterances.], batch size: 40, lr: 1.13e-03
2022-08-20 20:59:31,417 INFO [train.py:927] (6/8) Epoch 2, batch 8000, giga_loss[loss=0.2675, simple_loss=0.343, pruned_loss=0.09605, over 12383.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03751, over 113.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3323, pruned_loss=0.09127, over 2476099.44 frames. utt_duration=417.7 frames, utt_pad_proportion=0.0701, over 23783.91 utterances.], libri_tot_loss[loss=0.2878, simple_loss=0.3639, pruned_loss=0.1059, over 2421224.15 frames. utt_duration=1257 frames, utt_pad_proportion=0.05912, over 7712.44 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3288, pruned_loss=0.09125, over 2476912.77 frames. utt_duration=391.5 frames, utt_pad_proportion=0.0702, over 25393.64 utterances.], batch size: 113, lr: 1.13e-03
2022-08-20 21:01:39,907 INFO [train.py:927] (6/8) Epoch 2, batch 8050, giga_loss[loss=0.2589, simple_loss=0.3269, pruned_loss=0.09544, over 12194.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03296, over 42.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3331, pruned_loss=0.09088, over 2476458.41 frames. utt_duration=434.6 frames, utt_pad_proportion=0.06597, over 22859.59 utterances.], libri_tot_loss[loss=0.2875, simple_loss=0.3636, pruned_loss=0.1057, over 2422258.09 frames. utt_duration=1258 frames, utt_pad_proportion=0.05841, over 7712.33 utterances.], giga_tot_loss[loss=0.2558, simple_loss=0.33, pruned_loss=0.09074, over 2477159.19 frames. utt_duration=407 frames, utt_pad_proportion=0.06654, over 24422.60 utterances.], batch size: 42, lr: 1.13e-03
2022-08-20 21:03:50,635 INFO [train.py:927] (6/8) Epoch 2, batch 8100, giga_loss[loss=0.2477, simple_loss=0.3272, pruned_loss=0.08407, over 12408.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.02888, over 122.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3306, pruned_loss=0.08968, over 2476638.82 frames. utt_duration=433 frames, utt_pad_proportion=0.06339, over 22944.36 utterances.], libri_tot_loss[loss=0.2871, simple_loss=0.3632, pruned_loss=0.1055, over 2423310.92 frames. utt_duration=1259 frames, utt_pad_proportion=0.05752, over 7710.04 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.328, pruned_loss=0.08949, over 2477204.31 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06427, over 24452.48 utterances.], batch size: 122, lr: 1.13e-03
2022-08-20 21:05:53,129 INFO [train.py:927] (6/8) Epoch 2, batch 8150, giga_loss[loss=0.2346, simple_loss=0.3204, pruned_loss=0.07444, over 12378.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.06797, over 212.00 utterances.], tot_loss[loss=0.2559, simple_loss=0.3323, pruned_loss=0.08972, over 2477095.50 frames. utt_duration=416.6 frames, utt_pad_proportion=0.06785, over 23858.17 utterances.], libri_tot_loss[loss=0.2863, simple_loss=0.3622, pruned_loss=0.1052, over 2424368.25 frames. utt_duration=1253 frames, utt_pad_proportion=0.0607, over 7751.24 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3301, pruned_loss=0.08941, over 2478028.95 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06743, over 25450.10 utterances.], batch size: 212, lr: 1.13e-03
2022-08-20 21:07:56,462 INFO [train.py:927] (6/8) Epoch 2, batch 8200, giga_loss[loss=0.2642, simple_loss=0.3318, pruned_loss=0.09831, over 12413.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07322, over 212.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3329, pruned_loss=0.08878, over 2477469.26 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06706, over 24504.95 utterances.], libri_tot_loss[loss=0.2852, simple_loss=0.3611, pruned_loss=0.1047, over 2425813.03 frames. utt_duration=1249 frames, utt_pad_proportion=0.06318, over 7780.38 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3312, pruned_loss=0.08851, over 2478554.92 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06629, over 26289.43 utterances.], batch size: 212, lr: 1.13e-03
2022-08-20 21:10:04,752 INFO [train.py:927] (6/8) Epoch 2, batch 8250, giga_loss[loss=0.254, simple_loss=0.3362, pruned_loss=0.08589, over 12380.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03776, over 113.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.333, pruned_loss=0.0891, over 2477259.90 frames. utt_duration=399.8 frames, utt_pad_proportion=0.0693, over 24858.45 utterances.], libri_tot_loss[loss=0.2851, simple_loss=0.361, pruned_loss=0.1046, over 2425828.96 frames. utt_duration=1249 frames, utt_pad_proportion=0.06292, over 7776.48 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3317, pruned_loss=0.08887, over 2478305.88 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06865, over 26326.42 utterances.], batch size: 113, lr: 1.13e-03
2022-08-20 21:12:31,588 INFO [train.py:927] (6/8) Epoch 2, batch 8300, giga_loss[loss=0.2732, simple_loss=0.35, pruned_loss=0.09823, over 12314.00 frames. utt_duration=704.5 frames, utt_pad_proportion=0.02687, over 70.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3328, pruned_loss=0.08973, over 2477283.22 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06685, over 24549.47 utterances.], libri_tot_loss[loss=0.2842, simple_loss=0.36, pruned_loss=0.1042, over 2426742.85 frames. utt_duration=1253 frames, utt_pad_proportion=0.06162, over 7756.25 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3319, pruned_loss=0.0895, over 2478692.00 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06684, over 26203.14 utterances.], batch size: 70, lr: 1.13e-03
2022-08-20 21:14:37,637 INFO [train.py:927] (6/8) Epoch 2, batch 8350, giga_loss[loss=0.2477, simple_loss=0.3149, pruned_loss=0.09021, over 12415.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05793, over 182.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3293, pruned_loss=0.08799, over 2477635.23 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06615, over 24265.43 utterances.], libri_tot_loss[loss=0.283, simple_loss=0.359, pruned_loss=0.1035, over 2427628.73 frames. utt_duration=1258 frames, utt_pad_proportion=0.06019, over 7726.97 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3287, pruned_loss=0.08802, over 2479348.86 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06662, over 26068.97 utterances.], batch size: 182, lr: 1.13e-03
2022-08-20 21:16:40,722 INFO [train.py:927] (6/8) Epoch 2, batch 8400, giga_loss[loss=0.2229, simple_loss=0.3033, pruned_loss=0.0712, over 12429.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05738, over 182.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3268, pruned_loss=0.0867, over 2477224.13 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06492, over 23963.93 utterances.], libri_tot_loss[loss=0.2823, simple_loss=0.3583, pruned_loss=0.1032, over 2429168.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.05962, over 7732.79 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3257, pruned_loss=0.08638, over 2479207.15 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06562, over 26076.64 utterances.], batch size: 182, lr: 1.13e-03
2022-08-20 21:18:44,598 INFO [train.py:927] (6/8) Epoch 2, batch 8450, giga_loss[loss=0.2458, simple_loss=0.3265, pruned_loss=0.08258, over 12395.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04079, over 133.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3296, pruned_loss=0.08864, over 2477069.76 frames. utt_duration=428.3 frames, utt_pad_proportion=0.06211, over 23196.61 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3577, pruned_loss=0.1029, over 2430033.25 frames. utt_duration=1260 frames, utt_pad_proportion=0.05893, over 7724.85 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3286, pruned_loss=0.0883, over 2478931.43 frames. utt_duration=394.1 frames, utt_pad_proportion=0.0631, over 25236.37 utterances.], batch size: 133, lr: 1.12e-03
2022-08-20 21:20:40,573 INFO [train.py:927] (6/8) Epoch 2, batch 8500, giga_loss[loss=0.238, simple_loss=0.3137, pruned_loss=0.08113, over 12338.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02967, over 66.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3286, pruned_loss=0.0895, over 2477372.38 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06187, over 23426.71 utterances.], libri_tot_loss[loss=0.2802, simple_loss=0.356, pruned_loss=0.1022, over 2431312.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.05759, over 7682.01 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3284, pruned_loss=0.08947, over 2479203.96 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06305, over 25592.62 utterances.], batch size: 66, lr: 1.12e-03
2022-08-20 21:22:54,517 INFO [train.py:927] (6/8) Epoch 2, batch 8550, giga_loss[loss=0.2587, simple_loss=0.3399, pruned_loss=0.08874, over 12377.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03637, over 113.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3294, pruned_loss=0.08963, over 2477040.78 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06264, over 23451.93 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3556, pruned_loss=0.1019, over 2431684.76 frames. utt_duration=1270 frames, utt_pad_proportion=0.05691, over 7670.82 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3293, pruned_loss=0.08964, over 2478750.65 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06372, over 25376.94 utterances.], batch size: 113, lr: 1.12e-03
2022-08-20 21:25:15,474 INFO [train.py:927] (6/8) Epoch 2, batch 8600, giga_loss[loss=0.2388, simple_loss=0.3117, pruned_loss=0.08299, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02561, over 48.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3277, pruned_loss=0.08889, over 2477829.67 frames. utt_duration=416 frames, utt_pad_proportion=0.06607, over 23891.56 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3555, pruned_loss=0.1019, over 2432506.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.0606, over 7743.03 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3274, pruned_loss=0.0888, over 2479064.78 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06585, over 25549.39 utterances.], batch size: 48, lr: 1.12e-03
2022-08-20 21:27:22,685 INFO [train.py:927] (6/8) Epoch 2, batch 8650, giga_loss[loss=0.2275, simple_loss=0.2914, pruned_loss=0.08178, over 12389.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.1857, over 361.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3233, pruned_loss=0.08748, over 2477447.59 frames. utt_duration=415.7 frames, utt_pad_proportion=0.06604, over 23905.17 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3559, pruned_loss=0.1019, over 2432900.36 frames. utt_duration=1261 frames, utt_pad_proportion=0.05989, over 7728.97 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3223, pruned_loss=0.0872, over 2478686.51 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06608, over 25437.30 utterances.], batch size: 361, lr: 1.12e-03
2022-08-20 21:29:14,397 INFO [train.py:927] (6/8) Epoch 2, batch 8700, giga_loss[loss=0.314, simple_loss=0.3526, pruned_loss=0.1377, over 12391.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1041, over 258.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3245, pruned_loss=0.08915, over 2477557.19 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06281, over 23455.44 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3551, pruned_loss=0.1018, over 2433726.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.05898, over 7693.97 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3237, pruned_loss=0.08878, over 2478788.90 frames. utt_duration=396.9 frames, utt_pad_proportion=0.0633, over 25056.20 utterances.], batch size: 258, lr: 1.12e-03
2022-08-20 21:31:19,147 INFO [train.py:927] (6/8) Epoch 2, batch 8750, giga_loss[loss=0.246, simple_loss=0.3221, pruned_loss=0.08498, over 12344.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03222, over 62.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3235, pruned_loss=0.08857, over 2477903.78 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06431, over 24029.23 utterances.], libri_tot_loss[loss=0.279, simple_loss=0.3546, pruned_loss=0.1017, over 2434850.18 frames. utt_duration=1272 frames, utt_pad_proportion=0.05794, over 7662.96 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3225, pruned_loss=0.08803, over 2478870.39 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06494, over 25727.17 utterances.], batch size: 62, lr: 1.12e-03
2022-08-20 21:33:30,778 INFO [train.py:927] (6/8) Epoch 2, batch 8800, giga_loss[loss=0.2396, simple_loss=0.3213, pruned_loss=0.07892, over 12297.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.03433, over 51.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3231, pruned_loss=0.08824, over 2477428.39 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06552, over 24247.15 utterances.], libri_tot_loss[loss=0.2789, simple_loss=0.3548, pruned_loss=0.1015, over 2436092.81 frames. utt_duration=1278 frames, utt_pad_proportion=0.05652, over 7632.15 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3211, pruned_loss=0.08754, over 2478425.10 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06639, over 26177.14 utterances.], batch size: 51, lr: 1.12e-03
2022-08-20 21:35:38,141 INFO [train.py:927] (6/8) Epoch 2, batch 8850, giga_loss[loss=0.2411, simple_loss=0.3118, pruned_loss=0.08523, over 12430.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06219, over 183.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3249, pruned_loss=0.08887, over 2477626.40 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06435, over 23978.92 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3559, pruned_loss=0.102, over 2437312.74 frames. utt_duration=1279 frames, utt_pad_proportion=0.05487, over 7630.00 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3212, pruned_loss=0.0874, over 2478815.77 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06567, over 26138.69 utterances.], batch size: 183, lr: 1.12e-03
2022-08-20 21:37:35,772 INFO [train.py:927] (6/8) Epoch 2, batch 8900, giga_loss[loss=0.2125, simple_loss=0.2971, pruned_loss=0.06395, over 12400.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05207, over 161.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3236, pruned_loss=0.08828, over 2477356.15 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06177, over 23880.00 utterances.], libri_tot_loss[loss=0.2797, simple_loss=0.3555, pruned_loss=0.1019, over 2437701.15 frames. utt_duration=1281 frames, utt_pad_proportion=0.05405, over 7619.40 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3205, pruned_loss=0.08695, over 2478677.17 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06327, over 25890.98 utterances.], batch size: 161, lr: 1.12e-03
2022-08-20 21:39:34,133 INFO [train.py:927] (6/8) Epoch 2, batch 8950, giga_loss[loss=0.2233, simple_loss=0.322, pruned_loss=0.06227, over 12356.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02858, over 66.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3238, pruned_loss=0.08765, over 2476891.48 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06838, over 24542.02 utterances.], libri_tot_loss[loss=0.2787, simple_loss=0.3542, pruned_loss=0.1016, over 2438698.30 frames. utt_duration=1275 frames, utt_pad_proportion=0.05625, over 7658.02 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.321, pruned_loss=0.08627, over 2478844.60 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06875, over 26919.16 utterances.], batch size: 66, lr: 1.12e-03
2022-08-20 21:41:34,671 INFO [train.py:927] (6/8) Epoch 2, batch 9000, giga_loss[loss=0.2482, simple_loss=0.3272, pruned_loss=0.08454, over 12351.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.02927, over 85.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3256, pruned_loss=0.0879, over 2477295.30 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06582, over 25111.12 utterances.], libri_tot_loss[loss=0.2782, simple_loss=0.3538, pruned_loss=0.1013, over 2438848.40 frames. utt_duration=1278 frames, utt_pad_proportion=0.05584, over 7644.48 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3235, pruned_loss=0.0869, over 2479026.34 frames. utt_duration=366.5 frames, utt_pad_proportion=0.06642, over 27141.98 utterances.], batch size: 85, lr: 1.12e-03
2022-08-20 21:41:34,672 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 21:41:48,592 INFO [train.py:967] (6/8) Epoch 2, validation: loss=0.2599, simple_loss=0.3981, pruned_loss=0.06083, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 21:43:52,033 INFO [train.py:927] (6/8) Epoch 2, batch 9050, giga_loss[loss=0.2181, simple_loss=0.3063, pruned_loss=0.06496, over 12446.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04733, over 147.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3234, pruned_loss=0.08591, over 2477230.34 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06916, over 25622.72 utterances.], libri_tot_loss[loss=0.2784, simple_loss=0.3545, pruned_loss=0.1012, over 2439035.16 frames. utt_duration=1279 frames, utt_pad_proportion=0.05565, over 7637.26 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.321, pruned_loss=0.08515, over 2478589.84 frames. utt_duration=364.3 frames, utt_pad_proportion=0.0695, over 27302.61 utterances.], batch size: 147, lr: 1.12e-03
2022-08-20 21:45:51,240 INFO [train.py:927] (6/8) Epoch 2, batch 9100, giga_loss[loss=0.2353, simple_loss=0.3093, pruned_loss=0.08067, over 12387.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04197, over 133.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3224, pruned_loss=0.08505, over 2477296.17 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06894, over 25407.84 utterances.], libri_tot_loss[loss=0.2793, simple_loss=0.3557, pruned_loss=0.1014, over 2439343.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.05509, over 7611.84 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.319, pruned_loss=0.08404, over 2478614.09 frames. utt_duration=368.2 frames, utt_pad_proportion=0.06942, over 27011.68 utterances.], batch size: 133, lr: 1.11e-03
2022-08-20 21:48:01,075 INFO [train.py:927] (6/8) Epoch 2, batch 9150, giga_loss[loss=0.2588, simple_loss=0.33, pruned_loss=0.09378, over 12382.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04585, over 146.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3258, pruned_loss=0.08677, over 2477747.01 frames. utt_duration=404.1 frames, utt_pad_proportion=0.06413, over 24601.51 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3575, pruned_loss=0.1026, over 2439609.04 frames. utt_duration=1283 frames, utt_pad_proportion=0.05485, over 7612.78 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3213, pruned_loss=0.08483, over 2478708.55 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06484, over 25935.48 utterances.], batch size: 146, lr: 1.11e-03
2022-08-20 21:49:55,247 INFO [train.py:927] (6/8) Epoch 2, batch 9200, giga_loss[loss=0.27, simple_loss=0.3443, pruned_loss=0.09784, over 12397.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.0275, over 85.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3283, pruned_loss=0.08883, over 2477873.85 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06128, over 24316.73 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3576, pruned_loss=0.1033, over 2440075.64 frames. utt_duration=1283 frames, utt_pad_proportion=0.0544, over 7614.64 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3245, pruned_loss=0.08662, over 2478560.32 frames. utt_duration=390 frames, utt_pad_proportion=0.06212, over 25503.79 utterances.], batch size: 85, lr: 1.11e-03
2022-08-20 21:52:04,038 INFO [train.py:927] (6/8) Epoch 2, batch 9250, giga_loss[loss=0.2371, simple_loss=0.3191, pruned_loss=0.07755, over 12352.00 frames. utt_duration=706.8 frames, utt_pad_proportion=0.02773, over 70.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3304, pruned_loss=0.08936, over 2477630.16 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06307, over 24439.58 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3579, pruned_loss=0.1036, over 2440374.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.05399, over 7618.50 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3268, pruned_loss=0.08727, over 2478234.46 frames. utt_duration=389.7 frames, utt_pad_proportion=0.0638, over 25519.45 utterances.], batch size: 70, lr: 1.11e-03
2022-08-20 21:54:14,645 INFO [train.py:927] (6/8) Epoch 2, batch 9300, giga_loss[loss=0.207, simple_loss=0.2994, pruned_loss=0.05726, over 12387.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03971, over 113.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3286, pruned_loss=0.08811, over 2478120.10 frames. utt_duration=417.5 frames, utt_pad_proportion=0.0617, over 23811.37 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3579, pruned_loss=0.1035, over 2441321.05 frames. utt_duration=1275 frames, utt_pad_proportion=0.05462, over 7667.95 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3252, pruned_loss=0.08611, over 2478581.09 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06222, over 25004.80 utterances.], batch size: 113, lr: 1.11e-03
2022-08-20 21:56:16,795 INFO [train.py:927] (6/8) Epoch 2, batch 9350, giga_loss[loss=0.2434, simple_loss=0.3202, pruned_loss=0.08329, over 12368.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02881, over 91.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3273, pruned_loss=0.08753, over 2477907.09 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06186, over 23672.29 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3579, pruned_loss=0.1031, over 2441895.90 frames. utt_duration=1277 frames, utt_pad_proportion=0.05394, over 7659.20 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3239, pruned_loss=0.08597, over 2478607.06 frames. utt_duration=397.7 frames, utt_pad_proportion=0.06252, over 25002.65 utterances.], batch size: 91, lr: 1.11e-03
2022-08-20 21:58:28,019 INFO [train.py:927] (6/8) Epoch 2, batch 9400, giga_loss[loss=0.2317, simple_loss=0.3145, pruned_loss=0.07443, over 12365.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02908, over 70.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3243, pruned_loss=0.08663, over 2477725.12 frames. utt_duration=419.2 frames, utt_pad_proportion=0.0652, over 23710.50 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3576, pruned_loss=0.1029, over 2442515.50 frames. utt_duration=1280 frames, utt_pad_proportion=0.05316, over 7643.07 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3213, pruned_loss=0.08528, over 2478358.61 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06583, over 25062.20 utterances.], batch size: 70, lr: 1.11e-03
2022-08-20 22:00:30,494 INFO [train.py:927] (6/8) Epoch 2, batch 9450, giga_loss[loss=0.2117, simple_loss=0.2927, pruned_loss=0.06534, over 12438.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05653, over 182.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3228, pruned_loss=0.08469, over 2478129.82 frames. utt_duration=426.4 frames, utt_pad_proportion=0.06317, over 23311.86 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3566, pruned_loss=0.1025, over 2443459.59 frames. utt_duration=1284 frames, utt_pad_proportion=0.05222, over 7618.19 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3205, pruned_loss=0.08365, over 2478565.43 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06411, over 24752.79 utterances.], batch size: 182, lr: 1.11e-03
2022-08-20 22:02:22,828 INFO [train.py:927] (6/8) Epoch 2, batch 9500, giga_loss[loss=0.2444, simple_loss=0.3243, pruned_loss=0.08222, over 12341.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.02944, over 66.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3231, pruned_loss=0.08384, over 2477302.37 frames. utt_duration=441.5 frames, utt_pad_proportion=0.06214, over 22505.09 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3556, pruned_loss=0.1023, over 2444207.65 frames. utt_duration=1276 frames, utt_pad_proportion=0.05552, over 7671.09 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.321, pruned_loss=0.0825, over 2478181.81 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06231, over 24176.70 utterances.], batch size: 66, lr: 1.11e-03
2022-08-20 22:04:32,970 INFO [train.py:927] (6/8) Epoch 2, batch 9550, giga_loss[loss=0.2295, simple_loss=0.3101, pruned_loss=0.07442, over 12451.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.0257, over 122.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3238, pruned_loss=0.08413, over 2477412.15 frames. utt_duration=432.7 frames, utt_pad_proportion=0.06477, over 22964.48 utterances.], libri_tot_loss[loss=0.2804, simple_loss=0.3559, pruned_loss=0.1024, over 2444749.54 frames. utt_duration=1264 frames, utt_pad_proportion=0.05939, over 7744.38 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3212, pruned_loss=0.08262, over 2478211.56 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06367, over 24507.63 utterances.], batch size: 122, lr: 1.11e-03
2022-08-20 22:06:46,868 INFO [train.py:927] (6/8) Epoch 2, batch 9600, giga_loss[loss=0.2686, simple_loss=0.3579, pruned_loss=0.08962, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0378, over 113.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3265, pruned_loss=0.08448, over 2477721.13 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06402, over 23826.94 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3573, pruned_loss=0.1024, over 2445310.99 frames. utt_duration=1266 frames, utt_pad_proportion=0.05876, over 7738.22 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3228, pruned_loss=0.08309, over 2478294.04 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06341, over 25259.20 utterances.], batch size: 113, lr: 1.11e-03
2022-08-20 22:09:00,495 INFO [train.py:927] (6/8) Epoch 2, batch 9650, giga_loss[loss=0.2733, simple_loss=0.3543, pruned_loss=0.09617, over 12425.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03577, over 105.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3274, pruned_loss=0.08553, over 2477501.09 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06741, over 24424.63 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3565, pruned_loss=0.102, over 2445944.56 frames. utt_duration=1268 frames, utt_pad_proportion=0.05755, over 7723.19 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3244, pruned_loss=0.08427, over 2478272.13 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06716, over 26058.19 utterances.], batch size: 105, lr: 1.11e-03
2022-08-20 22:11:21,028 INFO [train.py:927] (6/8) Epoch 2, batch 9700, giga_loss[loss=0.2225, simple_loss=0.3022, pruned_loss=0.07136, over 12372.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02836, over 91.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3281, pruned_loss=0.08667, over 2477641.96 frames. utt_duration=405.6 frames, utt_pad_proportion=0.07078, over 24507.21 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3568, pruned_loss=0.1023, over 2446314.38 frames. utt_duration=1256 frames, utt_pad_proportion=0.06114, over 7801.95 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3253, pruned_loss=0.08529, over 2478200.61 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06953, over 25864.61 utterances.], batch size: 91, lr: 1.11e-03
2022-08-20 22:13:36,095 INFO [train.py:927] (6/8) Epoch 2, batch 9750, giga_loss[loss=0.2134, simple_loss=0.3003, pruned_loss=0.06331, over 12338.00 frames. utt_duration=625.8 frames, utt_pad_proportion=0.02669, over 79.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3247, pruned_loss=0.08456, over 2477295.83 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06846, over 23897.94 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3566, pruned_loss=0.1023, over 2446319.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.06092, over 7793.94 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3225, pruned_loss=0.08343, over 2477853.53 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06762, over 25031.96 utterances.], batch size: 79, lr: 1.10e-03
2022-08-20 22:15:37,199 INFO [train.py:927] (6/8) Epoch 2, batch 9800, giga_loss[loss=0.2487, simple_loss=0.3276, pruned_loss=0.08489, over 12352.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03157, over 97.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3248, pruned_loss=0.08463, over 2477413.06 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06793, over 24205.33 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3565, pruned_loss=0.1023, over 2446751.76 frames. utt_duration=1260 frames, utt_pad_proportion=0.06023, over 7775.11 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3227, pruned_loss=0.08356, over 2477884.85 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06749, over 25333.17 utterances.], batch size: 97, lr: 1.10e-03
2022-08-20 22:17:27,597 INFO [train.py:927] (6/8) Epoch 2, batch 9850, giga_loss[loss=0.2242, simple_loss=0.3097, pruned_loss=0.06936, over 12379.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04603, over 146.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3274, pruned_loss=0.0869, over 2477435.61 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0689, over 24473.15 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3566, pruned_loss=0.1028, over 2447321.34 frames. utt_duration=1246 frames, utt_pad_proportion=0.06446, over 7868.51 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3249, pruned_loss=0.08516, over 2478123.20 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06747, over 25717.72 utterances.], batch size: 146, lr: 1.10e-03
2022-08-20 22:19:25,635 INFO [train.py:927] (6/8) Epoch 2, batch 9900, giga_loss[loss=0.2463, simple_loss=0.3157, pruned_loss=0.08846, over 12450.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02972, over 80.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3255, pruned_loss=0.08679, over 2477753.36 frames. utt_duration=400.6 frames, utt_pad_proportion=0.0694, over 24814.77 utterances.], libri_tot_loss[loss=0.2811, simple_loss=0.3565, pruned_loss=0.1028, over 2447707.93 frames. utt_duration=1247 frames, utt_pad_proportion=0.06395, over 7859.86 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3233, pruned_loss=0.08524, over 2478220.11 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06839, over 25946.66 utterances.], batch size: 80, lr: 1.10e-03
2022-08-20 22:21:09,024 INFO [train.py:927] (6/8) Epoch 2, batch 9950, giga_loss[loss=0.2929, simple_loss=0.3663, pruned_loss=0.1097, over 12432.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03838, over 105.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3339, pruned_loss=0.09247, over 2477439.67 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06801, over 24465.12 utterances.], libri_tot_loss[loss=0.2823, simple_loss=0.3579, pruned_loss=0.1034, over 2447915.09 frames. utt_duration=1249 frames, utt_pad_proportion=0.06345, over 7850.29 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3307, pruned_loss=0.09067, over 2477890.15 frames. utt_duration=389.8 frames, utt_pad_proportion=0.0674, over 25508.19 utterances.], batch size: 105, lr: 1.10e-03
2022-08-20 22:22:51,635 INFO [train.py:927] (6/8) Epoch 2, batch 10000, giga_loss[loss=0.2918, simple_loss=0.3661, pruned_loss=0.1087, over 12279.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.0332, over 28.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3397, pruned_loss=0.09659, over 2475570.13 frames. utt_duration=436.1 frames, utt_pad_proportion=0.0655, over 22772.28 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3574, pruned_loss=0.1032, over 2448179.65 frames. utt_duration=1242 frames, utt_pad_proportion=0.06651, over 7896.77 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3372, pruned_loss=0.0951, over 2476328.00 frames. utt_duration=415.5 frames, utt_pad_proportion=0.06429, over 23912.76 utterances.], batch size: 28, lr: 1.10e-03
2022-08-20 22:24:32,120 INFO [train.py:927] (6/8) Epoch 2, batch 10050, libri_loss[loss=0.329, simple_loss=0.3703, pruned_loss=0.1438, over 12440.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03458, over 46.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3343, pruned_loss=0.09534, over 2475277.39 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06572, over 21392.22 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3578, pruned_loss=0.1037, over 2448695.51 frames. utt_duration=1227 frames, utt_pad_proportion=0.07067, over 7993.44 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3317, pruned_loss=0.09365, over 2475774.69 frames. utt_duration=443.3 frames, utt_pad_proportion=0.0635, over 22403.35 utterances.], batch size: 46, lr: 1.10e-03
2022-08-20 22:26:13,358 INFO [train.py:927] (6/8) Epoch 2, batch 10100, giga_loss[loss=0.2111, simple_loss=0.289, pruned_loss=0.06661, over 12333.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03371, over 85.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3255, pruned_loss=0.09188, over 2474554.44 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06457, over 20060.42 utterances.], libri_tot_loss[loss=0.2826, simple_loss=0.3575, pruned_loss=0.1038, over 2448843.26 frames. utt_duration=1230 frames, utt_pad_proportion=0.06988, over 7974.59 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3233, pruned_loss=0.09028, over 2475165.05 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06299, over 21044.35 utterances.], batch size: 85, lr: 1.10e-03
2022-08-20 22:27:54,103 INFO [train.py:927] (6/8) Epoch 2, batch 10150, giga_loss[loss=0.1929, simple_loss=0.2629, pruned_loss=0.06145, over 12479.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03456, over 43.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3176, pruned_loss=0.08823, over 2475038.94 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06202, over 19673.13 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3569, pruned_loss=0.1036, over 2449302.15 frames. utt_duration=1234 frames, utt_pad_proportion=0.06859, over 7946.45 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3157, pruned_loss=0.08685, over 2475669.59 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06126, over 20735.90 utterances.], batch size: 43, lr: 1.10e-03
2022-08-20 22:29:36,981 INFO [train.py:927] (6/8) Epoch 2, batch 10200, giga_loss[loss=0.2047, simple_loss=0.2783, pruned_loss=0.06557, over 12362.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02916, over 70.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3117, pruned_loss=0.08577, over 2473996.36 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06376, over 19270.04 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3568, pruned_loss=0.1036, over 2449885.82 frames. utt_duration=1235 frames, utt_pad_proportion=0.06808, over 7944.76 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3094, pruned_loss=0.08433, over 2474539.41 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06321, over 20372.64 utterances.], batch size: 70, lr: 1.10e-03
2022-08-20 22:31:21,644 INFO [train.py:927] (6/8) Epoch 2, batch 10250, giga_loss[loss=0.2195, simple_loss=0.2875, pruned_loss=0.07573, over 12373.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0361, over 113.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3061, pruned_loss=0.08237, over 2474167.65 frames. utt_duration=523.4 frames, utt_pad_proportion=0.05935, over 18961.11 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3566, pruned_loss=0.1035, over 2450513.20 frames. utt_duration=1238 frames, utt_pad_proportion=0.067, over 7926.01 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3035, pruned_loss=0.081, over 2474452.75 frames. utt_duration=494.8 frames, utt_pad_proportion=0.05946, over 20061.26 utterances.], batch size: 113, lr: 1.10e-03
2022-08-20 22:33:04,236 INFO [train.py:927] (6/8) Epoch 2, batch 10300, giga_loss[loss=0.176, simple_loss=0.2511, pruned_loss=0.0504, over 12263.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03605, over 28.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3004, pruned_loss=0.07989, over 2474303.63 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06313, over 19480.02 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3568, pruned_loss=0.1037, over 2450635.63 frames. utt_duration=1239 frames, utt_pad_proportion=0.06672, over 7924.38 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.298, pruned_loss=0.07854, over 2474522.91 frames. utt_duration=486.9 frames, utt_pad_proportion=0.06312, over 20387.25 utterances.], batch size: 28, lr: 1.10e-03
2022-08-20 22:34:46,076 INFO [train.py:927] (6/8) Epoch 2, batch 10350, giga_loss[loss=0.2176, simple_loss=0.2852, pruned_loss=0.07505, over 12421.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05497, over 162.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.2963, pruned_loss=0.07794, over 2475014.95 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06277, over 19749.12 utterances.], libri_tot_loss[loss=0.2836, simple_loss=0.3584, pruned_loss=0.1043, over 2450988.94 frames. utt_duration=1241 frames, utt_pad_proportion=0.06595, over 7910.61 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.2922, pruned_loss=0.07602, over 2475196.27 frames. utt_duration=481.3 frames, utt_pad_proportion=0.06303, over 20632.61 utterances.], batch size: 162, lr: 1.10e-03
2022-08-20 22:36:27,920 INFO [train.py:927] (6/8) Epoch 2, batch 10400, giga_loss[loss=0.265, simple_loss=0.3354, pruned_loss=0.09733, over 12398.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02586, over 48.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.2959, pruned_loss=0.07779, over 2474754.19 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06282, over 19168.96 utterances.], libri_tot_loss[loss=0.2835, simple_loss=0.3584, pruned_loss=0.1043, over 2451610.68 frames. utt_duration=1243 frames, utt_pad_proportion=0.0648, over 7901.18 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2909, pruned_loss=0.07553, over 2474973.43 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06347, over 20213.51 utterances.], batch size: 48, lr: 1.09e-03
2022-08-20 22:38:09,978 INFO [train.py:927] (6/8) Epoch 2, batch 10450, giga_loss[loss=0.3401, simple_loss=0.3963, pruned_loss=0.142, over 12400.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05038, over 161.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3091, pruned_loss=0.08473, over 2473459.24 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05882, over 18023.04 utterances.], libri_tot_loss[loss=0.2827, simple_loss=0.3576, pruned_loss=0.1038, over 2451778.69 frames. utt_duration=1248 frames, utt_pad_proportion=0.0636, over 7866.07 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3045, pruned_loss=0.0828, over 2473961.20 frames. utt_duration=519 frames, utt_pad_proportion=0.05999, over 19122.04 utterances.], batch size: 161, lr: 1.09e-03
2022-08-20 22:39:53,312 INFO [train.py:927] (6/8) Epoch 2, batch 10500, giga_loss[loss=0.2963, simple_loss=0.3641, pruned_loss=0.1143, over 12397.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.0696, over 211.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3197, pruned_loss=0.0906, over 2473677.38 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06278, over 18378.85 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3571, pruned_loss=0.1037, over 2452176.43 frames. utt_duration=1251 frames, utt_pad_proportion=0.06219, over 7849.41 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3154, pruned_loss=0.0888, over 2474308.87 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06402, over 19563.49 utterances.], batch size: 211, lr: 1.09e-03
2022-08-20 22:41:35,438 INFO [train.py:927] (6/8) Epoch 2, batch 10550, giga_loss[loss=0.3154, simple_loss=0.378, pruned_loss=0.1264, over 12416.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04211, over 146.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3239, pruned_loss=0.09114, over 2473494.25 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06204, over 18141.00 utterances.], libri_tot_loss[loss=0.2823, simple_loss=0.3574, pruned_loss=0.1036, over 2452350.90 frames. utt_duration=1254 frames, utt_pad_proportion=0.06124, over 7831.51 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3195, pruned_loss=0.08955, over 2474231.84 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06345, over 19288.60 utterances.], batch size: 146, lr: 1.09e-03
2022-08-20 22:43:18,811 INFO [train.py:927] (6/8) Epoch 2, batch 10600, giga_loss[loss=0.3197, simple_loss=0.3611, pruned_loss=0.1391, over 12341.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2064, over 370.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3288, pruned_loss=0.09453, over 2473955.65 frames. utt_duration=535.7 frames, utt_pad_proportion=0.06665, over 18521.97 utterances.], libri_tot_loss[loss=0.2825, simple_loss=0.3576, pruned_loss=0.1037, over 2452497.46 frames. utt_duration=1251 frames, utt_pad_proportion=0.06154, over 7849.07 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3249, pruned_loss=0.09308, over 2474591.28 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06744, over 19496.45 utterances.], batch size: 370, lr: 1.09e-03
2022-08-20 22:45:02,947 INFO [train.py:927] (6/8) Epoch 2, batch 10650, libri_loss[loss=0.3401, simple_loss=0.4439, pruned_loss=0.1181, over 12386.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008832, over 38.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3348, pruned_loss=0.09701, over 2473860.29 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06784, over 18361.65 utterances.], libri_tot_loss[loss=0.2827, simple_loss=0.3585, pruned_loss=0.1035, over 2452916.84 frames. utt_duration=1252 frames, utt_pad_proportion=0.06106, over 7848.74 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3302, pruned_loss=0.0958, over 2474550.02 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06868, over 19422.40 utterances.], batch size: 38, lr: 1.09e-03
2022-08-20 22:46:47,377 INFO [train.py:927] (6/8) Epoch 2, batch 10700, giga_loss[loss=0.285, simple_loss=0.3521, pruned_loss=0.1089, over 12464.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.037, over 40.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3376, pruned_loss=0.09758, over 2473112.43 frames. utt_duration=573.9 frames, utt_pad_proportion=0.06354, over 17281.41 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3576, pruned_loss=0.103, over 2453002.92 frames. utt_duration=1258 frames, utt_pad_proportion=0.05947, over 7806.68 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3341, pruned_loss=0.09684, over 2474220.29 frames. utt_duration=536.5 frames, utt_pad_proportion=0.06515, over 18498.23 utterances.], batch size: 40, lr: 1.09e-03
2022-08-20 22:48:29,688 INFO [train.py:927] (6/8) Epoch 2, batch 10750, giga_loss[loss=0.2487, simple_loss=0.3309, pruned_loss=0.08322, over 12230.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03809, over 28.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3396, pruned_loss=0.09793, over 2473434.56 frames. utt_duration=568.7 frames, utt_pad_proportion=0.0622, over 17441.70 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3575, pruned_loss=0.103, over 2453052.90 frames. utt_duration=1259 frames, utt_pad_proportion=0.05923, over 7803.65 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3368, pruned_loss=0.09735, over 2474353.87 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06365, over 18443.59 utterances.], batch size: 28, lr: 1.09e-03
2022-08-20 22:50:13,673 INFO [train.py:927] (6/8) Epoch 2, batch 10800, giga_loss[loss=0.2415, simple_loss=0.3291, pruned_loss=0.077, over 12400.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02866, over 58.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3381, pruned_loss=0.09588, over 2472477.77 frames. utt_duration=597.6 frames, utt_pad_proportion=0.05917, over 16589.87 utterances.], libri_tot_loss[loss=0.2813, simple_loss=0.3568, pruned_loss=0.1029, over 2453065.23 frames. utt_duration=1262 frames, utt_pad_proportion=0.05854, over 7782.96 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.336, pruned_loss=0.09535, over 2473639.49 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06082, over 17617.22 utterances.], batch size: 58, lr: 1.09e-03
2022-08-20 22:51:57,791 INFO [train.py:927] (6/8) Epoch 2, batch 10850, giga_loss[loss=0.2579, simple_loss=0.3223, pruned_loss=0.09671, over 12293.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02725, over 42.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3396, pruned_loss=0.09853, over 2471321.46 frames. utt_duration=594 frames, utt_pad_proportion=0.0664, over 16684.31 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3565, pruned_loss=0.1032, over 2453698.63 frames. utt_duration=1253 frames, utt_pad_proportion=0.06151, over 7842.22 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3377, pruned_loss=0.09769, over 2472203.77 frames. utt_duration=560.8 frames, utt_pad_proportion=0.06603, over 17681.14 utterances.], batch size: 42, lr: 1.09e-03
2022-08-20 22:53:39,145 INFO [train.py:927] (6/8) Epoch 2, batch 10900, giga_loss[loss=0.2856, simple_loss=0.3552, pruned_loss=0.1081, over 12278.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02589, over 54.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3426, pruned_loss=0.1016, over 2472354.00 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06725, over 16755.06 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3562, pruned_loss=0.1024, over 2454555.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.06069, over 7840.87 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.3409, pruned_loss=0.1015, over 2472954.62 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06731, over 17882.92 utterances.], batch size: 54, lr: 1.09e-03
2022-08-20 22:55:24,502 INFO [train.py:927] (6/8) Epoch 2, batch 10950, giga_loss[loss=0.2632, simple_loss=0.3356, pruned_loss=0.09535, over 12306.00 frames. utt_duration=795.6 frames, utt_pad_proportion=0.03449, over 62.00 utterances.], tot_loss[loss=0.2731, simple_loss=0.3412, pruned_loss=0.1024, over 2472461.38 frames. utt_duration=564.2 frames, utt_pad_proportion=0.0701, over 17575.21 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.356, pruned_loss=0.1026, over 2454667.38 frames. utt_duration=1255 frames, utt_pad_proportion=0.06021, over 7833.48 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3399, pruned_loss=0.1022, over 2472995.62 frames. utt_duration=534.7 frames, utt_pad_proportion=0.07021, over 18552.10 utterances.], batch size: 62, lr: 1.09e-03
2022-08-20 22:57:09,304 INFO [train.py:927] (6/8) Epoch 2, batch 11000, libri_loss[loss=0.2446, simple_loss=0.3358, pruned_loss=0.07669, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008348, over 30.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3392, pruned_loss=0.1008, over 2472741.67 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06694, over 17120.25 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3556, pruned_loss=0.1025, over 2455530.82 frames. utt_duration=1258 frames, utt_pad_proportion=0.05916, over 7816.79 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3381, pruned_loss=0.1007, over 2472876.88 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06767, over 18169.22 utterances.], batch size: 30, lr: 1.09e-03
2022-08-20 22:58:55,037 INFO [train.py:927] (6/8) Epoch 2, batch 11050, giga_loss[loss=0.2431, simple_loss=0.2917, pruned_loss=0.0972, over 12346.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.2145, over 374.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3366, pruned_loss=0.09916, over 2472716.33 frames. utt_duration=571.4 frames, utt_pad_proportion=0.06807, over 17354.38 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3569, pruned_loss=0.1035, over 2455949.76 frames. utt_duration=1257 frames, utt_pad_proportion=0.05833, over 7827.68 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.334, pruned_loss=0.09817, over 2472954.65 frames. utt_duration=537 frames, utt_pad_proportion=0.06902, over 18473.26 utterances.], batch size: 374, lr: 1.09e-03
2022-08-20 23:00:40,113 INFO [train.py:927] (6/8) Epoch 2, batch 11100, giga_loss[loss=0.2021, simple_loss=0.2722, pruned_loss=0.06606, over 12232.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03793, over 28.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3308, pruned_loss=0.09634, over 2473050.08 frames. utt_duration=529.5 frames, utt_pad_proportion=0.07405, over 18735.44 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3571, pruned_loss=0.1035, over 2456268.90 frames. utt_duration=1260 frames, utt_pad_proportion=0.05754, over 7808.32 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3282, pruned_loss=0.09545, over 2473236.04 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07481, over 19814.90 utterances.], batch size: 28, lr: 1.08e-03
2022-08-20 23:02:24,871 INFO [train.py:927] (6/8) Epoch 2, batch 11150, giga_loss[loss=0.2447, simple_loss=0.3275, pruned_loss=0.08088, over 12226.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03337, over 45.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3299, pruned_loss=0.09492, over 2472334.63 frames. utt_duration=540.8 frames, utt_pad_proportion=0.07539, over 18337.12 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3573, pruned_loss=0.1032, over 2456683.60 frames. utt_duration=1264 frames, utt_pad_proportion=0.05628, over 7784.75 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3265, pruned_loss=0.09408, over 2472852.38 frames. utt_duration=503 frames, utt_pad_proportion=0.07665, over 19724.77 utterances.], batch size: 45, lr: 1.08e-03
2022-08-20 23:04:06,545 INFO [train.py:927] (6/8) Epoch 2, batch 11200, giga_loss[loss=0.2425, simple_loss=0.3082, pruned_loss=0.08839, over 12467.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04472, over 34.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3284, pruned_loss=0.09389, over 2473051.60 frames. utt_duration=543.6 frames, utt_pad_proportion=0.07017, over 18247.04 utterances.], libri_tot_loss[loss=0.2818, simple_loss=0.3572, pruned_loss=0.1032, over 2456909.26 frames. utt_duration=1259 frames, utt_pad_proportion=0.05645, over 7817.01 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3252, pruned_loss=0.09309, over 2473542.07 frames. utt_duration=508.6 frames, utt_pad_proportion=0.07158, over 19509.53 utterances.], batch size: 34, lr: 1.08e-03
2022-08-20 23:05:48,833 INFO [train.py:927] (6/8) Epoch 2, batch 11250, giga_loss[loss=0.2285, simple_loss=0.3021, pruned_loss=0.07744, over 12367.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03101, over 97.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3248, pruned_loss=0.09236, over 2473466.09 frames. utt_duration=565.2 frames, utt_pad_proportion=0.06739, over 17552.78 utterances.], libri_tot_loss[loss=0.282, simple_loss=0.3576, pruned_loss=0.1032, over 2457157.72 frames. utt_duration=1263 frames, utt_pad_proportion=0.0555, over 7788.99 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3213, pruned_loss=0.09151, over 2473989.81 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06919, over 18813.05 utterances.], batch size: 97, lr: 1.08e-03
2022-08-20 23:07:32,723 INFO [train.py:927] (6/8) Epoch 2, batch 11300, giga_loss[loss=0.2221, simple_loss=0.2934, pruned_loss=0.07547, over 12337.00 frames. utt_duration=969 frames, utt_pad_proportion=0.03289, over 51.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3203, pruned_loss=0.09042, over 2473323.41 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06375, over 17112.41 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3574, pruned_loss=0.1035, over 2457429.50 frames. utt_duration=1267 frames, utt_pad_proportion=0.05447, over 7765.43 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.317, pruned_loss=0.08925, over 2473875.99 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06592, over 18351.95 utterances.], batch size: 51, lr: 1.08e-03
2022-08-20 23:09:15,067 INFO [train.py:927] (6/8) Epoch 2, batch 11350, giga_loss[loss=0.2665, simple_loss=0.3289, pruned_loss=0.102, over 12419.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3165, pruned_loss=0.08883, over 2472542.89 frames. utt_duration=595.3 frames, utt_pad_proportion=0.06276, over 16655.45 utterances.], libri_tot_loss[loss=0.2816, simple_loss=0.3568, pruned_loss=0.1032, over 2457645.37 frames. utt_duration=1272 frames, utt_pad_proportion=0.05383, over 7740.35 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3136, pruned_loss=0.08788, over 2473038.00 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06492, over 17821.76 utterances.], batch size: 161, lr: 1.08e-03
2022-08-20 23:11:06,257 INFO [train.py:927] (6/8) Epoch 2, batch 11400, giga_loss[loss=0.2558, simple_loss=0.3178, pruned_loss=0.0969, over 12431.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.03905, over 31.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3133, pruned_loss=0.08707, over 2472045.84 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05935, over 16614.73 utterances.], libri_tot_loss[loss=0.2819, simple_loss=0.3572, pruned_loss=0.1033, over 2457543.60 frames. utt_duration=1275 frames, utt_pad_proportion=0.05328, over 7718.32 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3102, pruned_loss=0.0861, over 2472714.34 frames. utt_duration=561.3 frames, utt_pad_proportion=0.0615, over 17668.78 utterances.], batch size: 31, lr: 1.08e-03
2022-08-20 23:12:46,580 INFO [train.py:927] (6/8) Epoch 2, batch 11450, giga_loss[loss=0.2272, simple_loss=0.2982, pruned_loss=0.07817, over 12420.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03151, over 80.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3114, pruned_loss=0.08689, over 2472251.60 frames. utt_duration=605.9 frames, utt_pad_proportion=0.05866, over 16360.40 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3565, pruned_loss=0.1035, over 2458019.24 frames. utt_duration=1281 frames, utt_pad_proportion=0.05169, over 7683.13 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.308, pruned_loss=0.08541, over 2472863.60 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06113, over 17539.52 utterances.], batch size: 80, lr: 1.08e-03
2022-08-20 23:14:31,438 INFO [train.py:927] (6/8) Epoch 2, batch 11500, giga_loss[loss=0.2564, simple_loss=0.3128, pruned_loss=0.1, over 12311.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3148, pruned_loss=0.08911, over 2472680.84 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05786, over 16213.87 utterances.], libri_tot_loss[loss=0.2808, simple_loss=0.3557, pruned_loss=0.103, over 2458294.73 frames. utt_duration=1286 frames, utt_pad_proportion=0.05094, over 7656.67 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.312, pruned_loss=0.0881, over 2473188.66 frames. utt_duration=572.2 frames, utt_pad_proportion=0.06025, over 17333.83 utterances.], batch size: 45, lr: 1.08e-03
2022-08-20 23:16:14,792 INFO [train.py:927] (6/8) Epoch 2, batch 11550, giga_loss[loss=0.2606, simple_loss=0.3359, pruned_loss=0.0927, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02936, over 91.00 utterances.], tot_loss[loss=0.2552, simple_loss=0.3224, pruned_loss=0.09405, over 2472877.33 frames. utt_duration=589.9 frames, utt_pad_proportion=0.05821, over 16809.91 utterances.], libri_tot_loss[loss=0.2806, simple_loss=0.3554, pruned_loss=0.1028, over 2458571.05 frames. utt_duration=1286 frames, utt_pad_proportion=0.05018, over 7657.23 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3196, pruned_loss=0.09313, over 2473342.22 frames. utt_duration=554.2 frames, utt_pad_proportion=0.0604, over 17900.78 utterances.], batch size: 91, lr: 1.08e-03
2022-08-20 23:17:58,651 INFO [train.py:927] (6/8) Epoch 2, batch 11600, giga_loss[loss=0.2666, simple_loss=0.3366, pruned_loss=0.09832, over 12456.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03655, over 105.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3296, pruned_loss=0.09793, over 2472707.50 frames. utt_duration=583.2 frames, utt_pad_proportion=0.05839, over 17002.83 utterances.], libri_tot_loss[loss=0.2802, simple_loss=0.355, pruned_loss=0.1027, over 2458700.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.04942, over 7637.24 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3272, pruned_loss=0.09722, over 2473215.92 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06044, over 18042.70 utterances.], batch size: 105, lr: 1.08e-03
2022-08-20 23:19:41,412 INFO [train.py:927] (6/8) Epoch 2, batch 11650, giga_loss[loss=0.2713, simple_loss=0.346, pruned_loss=0.09827, over 12431.00 frames. utt_duration=754.8 frames, utt_pad_proportion=0.0236, over 66.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3359, pruned_loss=0.1007, over 2473656.46 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06039, over 17481.95 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3549, pruned_loss=0.1027, over 2458690.18 frames. utt_duration=1290 frames, utt_pad_proportion=0.04924, over 7631.05 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3341, pruned_loss=0.1002, over 2474117.50 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06194, over 18337.06 utterances.], batch size: 66, lr: 1.08e-03
2022-08-20 23:21:22,626 INFO [train.py:927] (6/8) Epoch 2, batch 11700, libri_loss[loss=0.2216, simple_loss=0.3002, pruned_loss=0.07147, over 12236.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005441, over 31.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3353, pruned_loss=0.09761, over 2473226.01 frames. utt_duration=583.1 frames, utt_pad_proportion=0.0576, over 17010.18 utterances.], libri_tot_loss[loss=0.2801, simple_loss=0.3555, pruned_loss=0.1024, over 2458844.29 frames. utt_duration=1279 frames, utt_pad_proportion=0.05237, over 7701.33 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3322, pruned_loss=0.09729, over 2474331.79 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05821, over 18213.53 utterances.], batch size: 31, lr: 1.08e-03
2022-08-20 23:23:04,244 INFO [train.py:927] (6/8) Epoch 2, batch 11750, giga_loss[loss=0.2822, simple_loss=0.3498, pruned_loss=0.1072, over 12419.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04725, over 34.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.335, pruned_loss=0.09739, over 2473032.35 frames. utt_duration=584.6 frames, utt_pad_proportion=0.05841, over 16965.04 utterances.], libri_tot_loss[loss=0.2794, simple_loss=0.3545, pruned_loss=0.1021, over 2459504.03 frames. utt_duration=1272 frames, utt_pad_proportion=0.0557, over 7740.79 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3327, pruned_loss=0.0972, over 2473777.23 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05776, over 18195.73 utterances.], batch size: 34, lr: 1.08e-03
2022-08-20 23:24:48,634 INFO [train.py:927] (6/8) Epoch 2, batch 11800, giga_loss[loss=0.2812, simple_loss=0.3523, pruned_loss=0.1051, over 12158.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.02923, over 36.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3375, pruned_loss=0.1004, over 2472925.49 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06121, over 17211.59 utterances.], libri_tot_loss[loss=0.281, simple_loss=0.3547, pruned_loss=0.1036, over 2459952.11 frames. utt_duration=1273 frames, utt_pad_proportion=0.05503, over 7738.69 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3354, pruned_loss=0.09883, over 2473303.07 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06081, over 18306.94 utterances.], batch size: 36, lr: 1.08e-03
2022-08-20 23:26:33,445 INFO [train.py:927] (6/8) Epoch 2, batch 11850, giga_loss[loss=0.3088, simple_loss=0.3639, pruned_loss=0.1268, over 12411.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06202, over 183.00 utterances.], tot_loss[loss=0.2706, simple_loss=0.3389, pruned_loss=0.1012, over 2473857.61 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06022, over 17319.58 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3544, pruned_loss=0.1035, over 2460132.83 frames. utt_duration=1277 frames, utt_pad_proportion=0.05454, over 7716.74 utterances.], giga_tot_loss[loss=0.2687, simple_loss=0.3373, pruned_loss=0.1, over 2474167.70 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06017, over 18332.12 utterances.], batch size: 183, lr: 1.07e-03
2022-08-20 23:28:17,714 INFO [train.py:927] (6/8) Epoch 2, batch 11900, libri_loss[loss=0.2508, simple_loss=0.3199, pruned_loss=0.09081, over 12223.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006314, over 31.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3396, pruned_loss=0.1021, over 2473584.47 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06027, over 17003.46 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3543, pruned_loss=0.1033, over 2460309.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.05391, over 7706.01 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3382, pruned_loss=0.1013, over 2473876.56 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06051, over 17940.67 utterances.], batch size: 31, lr: 1.07e-03
2022-08-20 23:30:01,233 INFO [train.py:927] (6/8) Epoch 2, batch 11950, giga_loss[loss=0.2631, simple_loss=0.3423, pruned_loss=0.09194, over 12350.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.04007, over 113.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3408, pruned_loss=0.1017, over 2473701.87 frames. utt_duration=606.7 frames, utt_pad_proportion=0.05661, over 16349.23 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3547, pruned_loss=0.1033, over 2460247.64 frames. utt_duration=1279 frames, utt_pad_proportion=0.0537, over 7701.48 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3393, pruned_loss=0.101, over 2474055.34 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05706, over 17128.91 utterances.], batch size: 113, lr: 1.07e-03
2022-08-20 23:31:43,611 INFO [train.py:927] (6/8) Epoch 2, batch 12000, giga_loss[loss=0.2421, simple_loss=0.3173, pruned_loss=0.08343, over 12347.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02757, over 66.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3431, pruned_loss=0.1008, over 2472492.03 frames. utt_duration=604.8 frames, utt_pad_proportion=0.05823, over 16393.35 utterances.], libri_tot_loss[loss=0.2817, simple_loss=0.3567, pruned_loss=0.1034, over 2460437.48 frames. utt_duration=1279 frames, utt_pad_proportion=0.0528, over 7702.46 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3396, pruned_loss=0.1001, over 2473080.06 frames. utt_duration=571.9 frames, utt_pad_proportion=0.05892, over 17343.09 utterances.], batch size: 66, lr: 1.07e-03
2022-08-20 23:31:43,612 INFO [train.py:958] (6/8) Computing validation loss
2022-08-20 23:31:57,443 INFO [train.py:967] (6/8) Epoch 2, validation: loss=0.2301, simple_loss=0.3386, pruned_loss=0.06083, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-20 23:33:39,110 INFO [train.py:927] (6/8) Epoch 2, batch 12050, libri_loss[loss=0.2154, simple_loss=0.2859, pruned_loss=0.07241, over 12279.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009669, over 28.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3404, pruned_loss=0.09942, over 2472653.80 frames. utt_duration=607.2 frames, utt_pad_proportion=0.05969, over 16330.01 utterances.], libri_tot_loss[loss=0.2812, simple_loss=0.356, pruned_loss=0.1032, over 2460420.28 frames. utt_duration=1283 frames, utt_pad_proportion=0.05228, over 7678.04 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.338, pruned_loss=0.09905, over 2473301.13 frames. utt_duration=576 frames, utt_pad_proportion=0.06041, over 17221.36 utterances.], batch size: 28, lr: 1.07e-03
2022-08-20 23:35:20,514 INFO [train.py:927] (6/8) Epoch 2, batch 12100, giga_loss[loss=0.2362, simple_loss=0.303, pruned_loss=0.08469, over 12132.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03688, over 30.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3399, pruned_loss=0.1001, over 2472929.56 frames. utt_duration=607.5 frames, utt_pad_proportion=0.06018, over 16321.68 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3561, pruned_loss=0.1033, over 2460603.56 frames. utt_duration=1286 frames, utt_pad_proportion=0.05172, over 7661.93 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3377, pruned_loss=0.09964, over 2473453.43 frames. utt_duration=577.8 frames, utt_pad_proportion=0.06103, over 17167.63 utterances.], batch size: 30, lr: 1.07e-03
2022-08-20 23:37:01,616 INFO [train.py:927] (6/8) Epoch 2, batch 12150, giga_loss[loss=0.2453, simple_loss=0.3307, pruned_loss=0.07993, over 12364.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.0275, over 66.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3424, pruned_loss=0.1008, over 2472977.08 frames. utt_duration=638.6 frames, utt_pad_proportion=0.05886, over 15526.25 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.3572, pruned_loss=0.1036, over 2461263.15 frames. utt_duration=1296 frames, utt_pad_proportion=0.04946, over 7602.91 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3389, pruned_loss=0.1, over 2473474.09 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06088, over 16748.79 utterances.], batch size: 66, lr: 1.07e-03
2022-08-20 23:38:45,895 INFO [train.py:927] (6/8) Epoch 2, batch 12200, giga_loss[loss=0.2605, simple_loss=0.3257, pruned_loss=0.09761, over 12361.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.0308, over 58.00 utterances.], tot_loss[loss=0.2693, simple_loss=0.3404, pruned_loss=0.09907, over 2472856.86 frames. utt_duration=653.8 frames, utt_pad_proportion=0.05532, over 15164.16 utterances.], libri_tot_loss[loss=0.2821, simple_loss=0.3571, pruned_loss=0.1035, over 2461394.15 frames. utt_duration=1297 frames, utt_pad_proportion=0.04866, over 7598.84 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3374, pruned_loss=0.09847, over 2473340.65 frames. utt_duration=609.6 frames, utt_pad_proportion=0.05758, over 16268.76 utterances.], batch size: 58, lr: 1.07e-03
2022-08-20 23:40:27,734 INFO [train.py:927] (6/8) Epoch 2, batch 12250, giga_loss[loss=0.2419, simple_loss=0.3226, pruned_loss=0.08057, over 12354.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04898, over 26.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3385, pruned_loss=0.09841, over 2472658.12 frames. utt_duration=647.6 frames, utt_pad_proportion=0.05503, over 15307.55 utterances.], libri_tot_loss[loss=0.2814, simple_loss=0.3564, pruned_loss=0.1032, over 2461578.46 frames. utt_duration=1300 frames, utt_pad_proportion=0.04795, over 7581.97 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3364, pruned_loss=0.09811, over 2473077.45 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05718, over 16324.23 utterances.], batch size: 26, lr: 1.07e-03
2022-08-20 23:42:09,946 INFO [train.py:927] (6/8) Epoch 2, batch 12300, giga_loss[loss=0.2987, simple_loss=0.3671, pruned_loss=0.1152, over 12362.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.06783, over 211.00 utterances.], tot_loss[loss=0.2646, simple_loss=0.3354, pruned_loss=0.09687, over 2471840.85 frames. utt_duration=662.6 frames, utt_pad_proportion=0.05257, over 14956.44 utterances.], libri_tot_loss[loss=0.2803, simple_loss=0.3552, pruned_loss=0.1027, over 2461714.86 frames. utt_duration=1308 frames, utt_pad_proportion=0.04667, over 7539.50 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3341, pruned_loss=0.09691, over 2472425.29 frames. utt_duration=615.8 frames, utt_pad_proportion=0.05513, over 16098.46 utterances.], batch size: 211, lr: 1.07e-03
2022-08-20 23:43:50,617 INFO [train.py:927] (6/8) Epoch 2, batch 12350, giga_loss[loss=0.2575, simple_loss=0.3285, pruned_loss=0.09324, over 12136.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.0429, over 33.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3329, pruned_loss=0.09599, over 2471099.26 frames. utt_duration=675.7 frames, utt_pad_proportion=0.05715, over 14661.95 utterances.], libri_tot_loss[loss=0.2796, simple_loss=0.3543, pruned_loss=0.1024, over 2461745.93 frames. utt_duration=1306 frames, utt_pad_proportion=0.04617, over 7546.65 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3319, pruned_loss=0.09601, over 2471949.69 frames. utt_duration=624.5 frames, utt_pad_proportion=0.05924, over 15870.30 utterances.], batch size: 33, lr: 1.07e-03
2022-08-20 23:45:31,185 INFO [train.py:927] (6/8) Epoch 2, batch 12400, giga_loss[loss=0.2482, simple_loss=0.3195, pruned_loss=0.08845, over 12313.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02882, over 74.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.33, pruned_loss=0.09548, over 2470808.15 frames. utt_duration=653.6 frames, utt_pad_proportion=0.05946, over 15156.09 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3542, pruned_loss=0.1027, over 2461768.11 frames. utt_duration=1307 frames, utt_pad_proportion=0.04583, over 7544.21 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.329, pruned_loss=0.09522, over 2471533.57 frames. utt_duration=612.5 frames, utt_pad_proportion=0.06116, over 16180.76 utterances.], batch size: 74, lr: 1.07e-03
2022-08-20 23:47:13,472 INFO [train.py:927] (6/8) Epoch 2, batch 12450, giga_loss[loss=0.2085, simple_loss=0.2856, pruned_loss=0.0657, over 12399.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04401, over 26.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3276, pruned_loss=0.09479, over 2471154.66 frames. utt_duration=653.1 frames, utt_pad_proportion=0.05834, over 15169.85 utterances.], libri_tot_loss[loss=0.2798, simple_loss=0.3541, pruned_loss=0.1027, over 2461833.39 frames. utt_duration=1305 frames, utt_pad_proportion=0.04553, over 7553.67 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3262, pruned_loss=0.09431, over 2471940.79 frames. utt_duration=611.8 frames, utt_pad_proportion=0.06008, over 16202.54 utterances.], batch size: 26, lr: 1.07e-03
2022-08-20 23:48:55,427 INFO [train.py:927] (6/8) Epoch 2, batch 12500, giga_loss[loss=0.2909, simple_loss=0.3554, pruned_loss=0.1132, over 12421.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.0516, over 162.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3293, pruned_loss=0.09586, over 2472479.32 frames. utt_duration=603.7 frames, utt_pad_proportion=0.06435, over 16421.72 utterances.], libri_tot_loss[loss=0.2802, simple_loss=0.3546, pruned_loss=0.1029, over 2462058.71 frames. utt_duration=1294 frames, utt_pad_proportion=0.04959, over 7617.51 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3273, pruned_loss=0.09518, over 2473126.97 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06406, over 17372.24 utterances.], batch size: 162, lr: 1.07e-03
2022-08-20 23:50:36,487 INFO [train.py:927] (6/8) Epoch 2, batch 12550, giga_loss[loss=0.2803, simple_loss=0.343, pruned_loss=0.1088, over 12359.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02866, over 48.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3316, pruned_loss=0.09717, over 2473620.21 frames. utt_duration=563.9 frames, utt_pad_proportion=0.06681, over 17592.66 utterances.], libri_tot_loss[loss=0.2799, simple_loss=0.3541, pruned_loss=0.1028, over 2462410.38 frames. utt_duration=1297 frames, utt_pad_proportion=0.04838, over 7602.21 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3295, pruned_loss=0.09648, over 2474137.46 frames. utt_duration=531.9 frames, utt_pad_proportion=0.06712, over 18659.11 utterances.], batch size: 48, lr: 1.06e-03
2022-08-20 23:52:18,811 INFO [train.py:927] (6/8) Epoch 2, batch 12600, libri_loss[loss=0.3015, simple_loss=0.3693, pruned_loss=0.1169, over 12306.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01932, over 41.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3314, pruned_loss=0.09629, over 2473362.46 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06555, over 17608.85 utterances.], libri_tot_loss[loss=0.2805, simple_loss=0.3542, pruned_loss=0.1034, over 2462619.88 frames. utt_duration=1285 frames, utt_pad_proportion=0.05231, over 7672.06 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.329, pruned_loss=0.09506, over 2473928.09 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06471, over 18716.63 utterances.], batch size: 41, lr: 1.06e-03
2022-08-20 23:54:00,149 INFO [train.py:927] (6/8) Epoch 2, batch 12650, giga_loss[loss=0.2371, simple_loss=0.3128, pruned_loss=0.08072, over 12365.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3301, pruned_loss=0.09514, over 2472694.22 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06077, over 17188.74 utterances.], libri_tot_loss[loss=0.2807, simple_loss=0.3542, pruned_loss=0.1036, over 2462388.05 frames. utt_duration=1282 frames, utt_pad_proportion=0.05243, over 7691.16 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3277, pruned_loss=0.09383, over 2473565.26 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06041, over 18263.49 utterances.], batch size: 91, lr: 1.06e-03
2022-08-20 23:55:43,290 INFO [train.py:927] (6/8) Epoch 2, batch 12700, giga_loss[loss=0.2235, simple_loss=0.303, pruned_loss=0.07197, over 12408.00 frames. utt_duration=547 frames, utt_pad_proportion=0.0249, over 91.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3334, pruned_loss=0.09665, over 2473698.94 frames. utt_duration=566.4 frames, utt_pad_proportion=0.0585, over 17514.52 utterances.], libri_tot_loss[loss=0.2822, simple_loss=0.356, pruned_loss=0.1042, over 2462697.35 frames. utt_duration=1281 frames, utt_pad_proportion=0.05171, over 7698.31 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3292, pruned_loss=0.09483, over 2474405.91 frames. utt_duration=533.1 frames, utt_pad_proportion=0.05867, over 18619.93 utterances.], batch size: 91, lr: 1.06e-03
2022-08-20 23:57:24,092 INFO [train.py:927] (6/8) Epoch 2, batch 12750, giga_loss[loss=0.3498, simple_loss=0.379, pruned_loss=0.1603, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03884, over 31.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.339, pruned_loss=0.1026, over 2474378.45 frames. utt_duration=555 frames, utt_pad_proportion=0.05819, over 17881.36 utterances.], libri_tot_loss[loss=0.2827, simple_loss=0.3559, pruned_loss=0.1047, over 2463401.54 frames. utt_duration=1286 frames, utt_pad_proportion=0.05035, over 7668.24 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.335, pruned_loss=0.1003, over 2474640.90 frames. utt_duration=519 frames, utt_pad_proportion=0.05895, over 19128.26 utterances.], batch size: 31, lr: 1.06e-03
2022-08-20 23:59:06,153 INFO [train.py:927] (6/8) Epoch 2, batch 12800, giga_loss[loss=0.3749, simple_loss=0.3992, pruned_loss=0.1753, over 12334.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03355, over 62.00 utterances.], tot_loss[loss=0.3117, simple_loss=0.3616, pruned_loss=0.1309, over 2474139.28 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05964, over 17873.33 utterances.], libri_tot_loss[loss=0.2905, simple_loss=0.3594, pruned_loss=0.1107, over 2463810.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.05389, over 7717.72 utterances.], giga_tot_loss[loss=0.3014, simple_loss=0.3548, pruned_loss=0.124, over 2474349.74 frames. utt_duration=517.2 frames, utt_pad_proportion=0.05907, over 19192.58 utterances.], batch size: 62, lr: 1.06e-03
2022-08-21 00:00:48,471 INFO [train.py:927] (6/8) Epoch 2, batch 12850, giga_loss[loss=0.3566, simple_loss=0.3892, pruned_loss=0.162, over 12412.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02362, over 48.00 utterances.], tot_loss[loss=0.3273, simple_loss=0.3707, pruned_loss=0.142, over 2474066.45 frames. utt_duration=578.6 frames, utt_pad_proportion=0.05783, over 17148.55 utterances.], libri_tot_loss[loss=0.2931, simple_loss=0.3605, pruned_loss=0.1128, over 2463931.95 frames. utt_duration=1280 frames, utt_pad_proportion=0.05329, over 7708.98 utterances.], giga_tot_loss[loss=0.3173, simple_loss=0.3645, pruned_loss=0.1351, over 2474268.10 frames. utt_duration=541.3 frames, utt_pad_proportion=0.05774, over 18333.80 utterances.], batch size: 48, lr: 1.06e-03
2022-08-21 00:02:29,970 INFO [train.py:927] (6/8) Epoch 2, batch 12900, giga_loss[loss=0.3293, simple_loss=0.3635, pruned_loss=0.1475, over 12431.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04314, over 31.00 utterances.], tot_loss[loss=0.3314, simple_loss=0.3726, pruned_loss=0.1451, over 2474153.31 frames. utt_duration=587.5 frames, utt_pad_proportion=0.0543, over 16888.60 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3616, pruned_loss=0.1151, over 2464162.30 frames. utt_duration=1281 frames, utt_pad_proportion=0.05288, over 7700.94 utterances.], giga_tot_loss[loss=0.3214, simple_loss=0.3669, pruned_loss=0.138, over 2474194.98 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05458, over 17907.15 utterances.], batch size: 31, lr: 1.06e-03
2022-08-21 00:04:10,977 INFO [train.py:927] (6/8) Epoch 2, batch 12950, giga_loss[loss=0.364, simple_loss=0.3893, pruned_loss=0.1694, over 12471.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02962, over 55.00 utterances.], tot_loss[loss=0.3343, simple_loss=0.3727, pruned_loss=0.148, over 2473859.76 frames. utt_duration=572.7 frames, utt_pad_proportion=0.05804, over 17322.48 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3634, pruned_loss=0.1193, over 2464374.79 frames. utt_duration=1280 frames, utt_pad_proportion=0.05256, over 7708.57 utterances.], giga_tot_loss[loss=0.3229, simple_loss=0.3668, pruned_loss=0.1395, over 2473948.43 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05821, over 18374.79 utterances.], batch size: 55, lr: 1.06e-03
2022-08-21 00:05:50,451 INFO [train.py:927] (6/8) Epoch 2, batch 13000, libri_loss[loss=0.4015, simple_loss=0.4204, pruned_loss=0.1913, over 12168.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.007173, over 33.00 utterances.], tot_loss[loss=0.3333, simple_loss=0.3738, pruned_loss=0.1464, over 2473735.42 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05595, over 17357.23 utterances.], libri_tot_loss[loss=0.3036, simple_loss=0.3652, pruned_loss=0.121, over 2464399.81 frames. utt_duration=1275 frames, utt_pad_proportion=0.0528, over 7741.12 utterances.], giga_tot_loss[loss=0.3223, simple_loss=0.3677, pruned_loss=0.1385, over 2473975.01 frames. utt_duration=541.1 frames, utt_pad_proportion=0.05613, over 18338.56 utterances.], batch size: 33, lr: 1.06e-03
2022-08-21 00:07:29,895 INFO [train.py:927] (6/8) Epoch 2, batch 13050, giga_loss[loss=0.4017, simple_loss=0.4195, pruned_loss=0.192, over 12451.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02955, over 80.00 utterances.], tot_loss[loss=0.3312, simple_loss=0.3728, pruned_loss=0.1448, over 2473365.25 frames. utt_duration=589.9 frames, utt_pad_proportion=0.05228, over 16813.25 utterances.], libri_tot_loss[loss=0.305, simple_loss=0.3658, pruned_loss=0.1221, over 2464489.49 frames. utt_duration=1279 frames, utt_pad_proportion=0.05203, over 7717.51 utterances.], giga_tot_loss[loss=0.3218, simple_loss=0.3675, pruned_loss=0.138, over 2473625.17 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05291, over 17775.81 utterances.], batch size: 80, lr: 1.06e-03
2022-08-21 00:09:13,397 INFO [train.py:927] (6/8) Epoch 2, batch 13100, giga_loss[loss=0.6004, simple_loss=0.5099, pruned_loss=0.3455, over 12387.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02686, over 91.00 utterances.], tot_loss[loss=0.3319, simple_loss=0.372, pruned_loss=0.1459, over 2473338.95 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05353, over 17165.78 utterances.], libri_tot_loss[loss=0.3066, simple_loss=0.3666, pruned_loss=0.1233, over 2464890.76 frames. utt_duration=1277 frames, utt_pad_proportion=0.05153, over 7727.68 utterances.], giga_tot_loss[loss=0.3234, simple_loss=0.3672, pruned_loss=0.1398, over 2473297.62 frames. utt_duration=549.8 frames, utt_pad_proportion=0.05417, over 18045.04 utterances.], batch size: 91, lr: 1.06e-03
2022-08-21 00:10:54,025 INFO [train.py:927] (6/8) Epoch 2, batch 13150, giga_loss[loss=0.2901, simple_loss=0.3465, pruned_loss=0.1168, over 12401.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02572, over 48.00 utterances.], tot_loss[loss=0.3284, simple_loss=0.3698, pruned_loss=0.1435, over 2473081.20 frames. utt_duration=588.9 frames, utt_pad_proportion=0.0506, over 16841.04 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3687, pruned_loss=0.125, over 2464731.97 frames. utt_duration=1287 frames, utt_pad_proportion=0.0506, over 7667.22 utterances.], giga_tot_loss[loss=0.3197, simple_loss=0.3641, pruned_loss=0.1377, over 2473468.29 frames. utt_duration=553.9 frames, utt_pad_proportion=0.05165, over 17910.65 utterances.], batch size: 48, lr: 1.06e-03
2022-08-21 00:12:34,211 INFO [train.py:927] (6/8) Epoch 2, batch 13200, giga_loss[loss=0.3159, simple_loss=0.3521, pruned_loss=0.1399, over 12486.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03346, over 37.00 utterances.], tot_loss[loss=0.3222, simple_loss=0.3648, pruned_loss=0.1398, over 2473395.74 frames. utt_duration=576 frames, utt_pad_proportion=0.05018, over 17220.66 utterances.], libri_tot_loss[loss=0.3106, simple_loss=0.3693, pruned_loss=0.1259, over 2464530.35 frames. utt_duration=1288 frames, utt_pad_proportion=0.05002, over 7660.25 utterances.], giga_tot_loss[loss=0.3145, simple_loss=0.3598, pruned_loss=0.1346, over 2473964.14 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05121, over 18182.48 utterances.], batch size: 37, lr: 1.06e-03
2022-08-21 00:14:13,776 INFO [train.py:927] (6/8) Epoch 2, batch 13250, giga_loss[loss=0.2787, simple_loss=0.342, pruned_loss=0.1077, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02802, over 45.00 utterances.], tot_loss[loss=0.3147, simple_loss=0.3588, pruned_loss=0.1352, over 2473279.18 frames. utt_duration=582.9 frames, utt_pad_proportion=0.04887, over 17014.98 utterances.], libri_tot_loss[loss=0.312, simple_loss=0.3698, pruned_loss=0.1271, over 2464641.35 frames. utt_duration=1291 frames, utt_pad_proportion=0.04924, over 7644.17 utterances.], giga_tot_loss[loss=0.3074, simple_loss=0.3543, pruned_loss=0.1303, over 2473800.34 frames. utt_duration=552.2 frames, utt_pad_proportion=0.05006, over 17967.19 utterances.], batch size: 45, lr: 1.06e-03
2022-08-21 00:15:56,056 INFO [train.py:927] (6/8) Epoch 2, batch 13300, giga_loss[loss=0.2621, simple_loss=0.3213, pruned_loss=0.1014, over 12445.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04086, over 31.00 utterances.], tot_loss[loss=0.3153, simple_loss=0.3599, pruned_loss=0.1354, over 2473065.17 frames. utt_duration=587.6 frames, utt_pad_proportion=0.04907, over 16877.28 utterances.], libri_tot_loss[loss=0.3133, simple_loss=0.3703, pruned_loss=0.1281, over 2464888.52 frames. utt_duration=1287 frames, utt_pad_proportion=0.04983, over 7669.30 utterances.], giga_tot_loss[loss=0.3084, simple_loss=0.3556, pruned_loss=0.1306, over 2473404.49 frames. utt_duration=558.1 frames, utt_pad_proportion=0.04976, over 17774.65 utterances.], batch size: 31, lr: 1.06e-03
2022-08-21 00:17:37,714 INFO [train.py:927] (6/8) Epoch 2, batch 13350, giga_loss[loss=0.2949, simple_loss=0.3575, pruned_loss=0.1161, over 12450.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0326, over 123.00 utterances.], tot_loss[loss=0.315, simple_loss=0.3613, pruned_loss=0.1343, over 2473795.31 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05523, over 17712.81 utterances.], libri_tot_loss[loss=0.3138, simple_loss=0.3705, pruned_loss=0.1285, over 2464959.11 frames. utt_duration=1292 frames, utt_pad_proportion=0.04898, over 7642.77 utterances.], giga_tot_loss[loss=0.309, simple_loss=0.3575, pruned_loss=0.1303, over 2474215.46 frames. utt_duration=531.2 frames, utt_pad_proportion=0.05585, over 18684.25 utterances.], batch size: 123, lr: 1.05e-03
2022-08-21 00:19:25,287 INFO [train.py:927] (6/8) Epoch 2, batch 13400, giga_loss[loss=0.3192, simple_loss=0.3677, pruned_loss=0.1353, over 12323.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.02944, over 66.00 utterances.], tot_loss[loss=0.3138, simple_loss=0.3618, pruned_loss=0.1329, over 2473844.77 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05205, over 17383.15 utterances.], libri_tot_loss[loss=0.3147, simple_loss=0.3709, pruned_loss=0.1293, over 2465236.40 frames. utt_duration=1295 frames, utt_pad_proportion=0.04815, over 7624.01 utterances.], giga_tot_loss[loss=0.3083, simple_loss=0.3582, pruned_loss=0.1292, over 2474120.25 frames. utt_duration=539.3 frames, utt_pad_proportion=0.05306, over 18400.47 utterances.], batch size: 66, lr: 1.05e-03
2022-08-21 00:21:10,919 INFO [train.py:927] (6/8) Epoch 2, batch 13450, libri_loss[loss=0.2859, simple_loss=0.3299, pruned_loss=0.121, over 12488.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007722, over 29.00 utterances.], tot_loss[loss=0.3223, simple_loss=0.3684, pruned_loss=0.1381, over 2473737.93 frames. utt_duration=576.4 frames, utt_pad_proportion=0.05191, over 17212.44 utterances.], libri_tot_loss[loss=0.315, simple_loss=0.3708, pruned_loss=0.1296, over 2465516.88 frames. utt_duration=1299 frames, utt_pad_proportion=0.04732, over 7599.54 utterances.], giga_tot_loss[loss=0.3177, simple_loss=0.3655, pruned_loss=0.135, over 2473873.87 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05309, over 18267.20 utterances.], batch size: 29, lr: 1.05e-03
2022-08-21 00:22:54,679 INFO [train.py:927] (6/8) Epoch 2, batch 13500, libri_loss[loss=0.3549, simple_loss=0.3867, pruned_loss=0.1615, over 12311.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006929, over 36.00 utterances.], tot_loss[loss=0.3305, simple_loss=0.3754, pruned_loss=0.1427, over 2474183.30 frames. utt_duration=554.9 frames, utt_pad_proportion=0.05663, over 17884.83 utterances.], libri_tot_loss[loss=0.315, simple_loss=0.3708, pruned_loss=0.1296, over 2465604.72 frames. utt_duration=1300 frames, utt_pad_proportion=0.04677, over 7597.55 utterances.], giga_tot_loss[loss=0.3269, simple_loss=0.3731, pruned_loss=0.1404, over 2474329.82 frames. utt_duration=526.6 frames, utt_pad_proportion=0.05753, over 18849.31 utterances.], batch size: 36, lr: 1.05e-03
2022-08-21 00:24:39,393 INFO [train.py:927] (6/8) Epoch 2, batch 13550, libri_loss[loss=0.2755, simple_loss=0.3112, pruned_loss=0.1199, over 12243.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03761, over 27.00 utterances.], tot_loss[loss=0.3419, simple_loss=0.3834, pruned_loss=0.1502, over 2474083.97 frames. utt_duration=533.5 frames, utt_pad_proportion=0.0611, over 18602.49 utterances.], libri_tot_loss[loss=0.316, simple_loss=0.371, pruned_loss=0.1305, over 2465661.49 frames. utt_duration=1290 frames, utt_pad_proportion=0.05017, over 7652.73 utterances.], giga_tot_loss[loss=0.3389, simple_loss=0.3817, pruned_loss=0.148, over 2474397.94 frames. utt_duration=505.4 frames, utt_pad_proportion=0.06046, over 19641.27 utterances.], batch size: 27, lr: 1.05e-03
2022-08-21 00:26:23,051 INFO [train.py:927] (6/8) Epoch 2, batch 13600, giga_loss[loss=0.2789, simple_loss=0.345, pruned_loss=0.1064, over 12429.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03274, over 75.00 utterances.], tot_loss[loss=0.3458, simple_loss=0.3862, pruned_loss=0.1527, over 2474519.97 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06703, over 19133.21 utterances.], libri_tot_loss[loss=0.3177, simple_loss=0.3717, pruned_loss=0.1318, over 2466214.43 frames. utt_duration=1287 frames, utt_pad_proportion=0.04935, over 7674.55 utterances.], giga_tot_loss[loss=0.3431, simple_loss=0.3848, pruned_loss=0.1507, over 2474617.86 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06676, over 20417.80 utterances.], batch size: 75, lr: 1.05e-03
2022-08-21 00:28:09,972 INFO [train.py:927] (6/8) Epoch 2, batch 13650, giga_loss[loss=0.3822, simple_loss=0.4165, pruned_loss=0.174, over 12434.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05395, over 162.00 utterances.], tot_loss[loss=0.3523, simple_loss=0.3905, pruned_loss=0.157, over 2474459.32 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07168, over 20486.00 utterances.], libri_tot_loss[loss=0.3186, simple_loss=0.3723, pruned_loss=0.1325, over 2465937.44 frames. utt_duration=1279 frames, utt_pad_proportion=0.05237, over 7721.30 utterances.], giga_tot_loss[loss=0.3502, simple_loss=0.3894, pruned_loss=0.1555, over 2475079.51 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07045, over 21884.87 utterances.], batch size: 162, lr: 1.05e-03
2022-08-21 00:30:01,393 INFO [train.py:927] (6/8) Epoch 2, batch 13700, giga_loss[loss=0.3134, simple_loss=0.3715, pruned_loss=0.1276, over 12377.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0276, over 91.00 utterances.], tot_loss[loss=0.3535, simple_loss=0.392, pruned_loss=0.1576, over 2475079.76 frames. utt_duration=467 frames, utt_pad_proportion=0.07414, over 21266.93 utterances.], libri_tot_loss[loss=0.3178, simple_loss=0.3717, pruned_loss=0.1319, over 2466427.98 frames. utt_duration=1283 frames, utt_pad_proportion=0.05134, over 7699.11 utterances.], giga_tot_loss[loss=0.3535, simple_loss=0.3922, pruned_loss=0.1575, over 2475365.00 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07355, over 22762.12 utterances.], batch size: 91, lr: 1.05e-03
2022-08-21 00:31:48,077 INFO [train.py:927] (6/8) Epoch 2, batch 13750, libri_loss[loss=0.3088, simple_loss=0.3326, pruned_loss=0.1424, over 12449.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006417, over 32.00 utterances.], tot_loss[loss=0.3517, simple_loss=0.3903, pruned_loss=0.1566, over 2475303.44 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07329, over 21291.85 utterances.], libri_tot_loss[loss=0.3179, simple_loss=0.3714, pruned_loss=0.1322, over 2466442.77 frames. utt_duration=1270 frames, utt_pad_proportion=0.05484, over 7778.12 utterances.], giga_tot_loss[loss=0.3529, simple_loss=0.3914, pruned_loss=0.1572, over 2475808.19 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07218, over 22937.60 utterances.], batch size: 32, lr: 1.05e-03
2022-08-21 00:33:31,930 INFO [train.py:927] (6/8) Epoch 2, batch 13800, giga_loss[loss=0.3772, simple_loss=0.4182, pruned_loss=0.1681, over 12399.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06283, over 183.00 utterances.], tot_loss[loss=0.3493, simple_loss=0.3897, pruned_loss=0.1544, over 2475110.79 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07473, over 22127.61 utterances.], libri_tot_loss[loss=0.3183, simple_loss=0.3719, pruned_loss=0.1323, over 2466468.43 frames. utt_duration=1270 frames, utt_pad_proportion=0.05424, over 7779.48 utterances.], giga_tot_loss[loss=0.3503, simple_loss=0.3904, pruned_loss=0.1551, over 2475598.53 frames. utt_duration=421 frames, utt_pad_proportion=0.07403, over 23600.48 utterances.], batch size: 183, lr: 1.05e-03
2022-08-21 00:35:16,545 INFO [train.py:927] (6/8) Epoch 2, batch 13850, libri_loss[loss=0.3247, simple_loss=0.3752, pruned_loss=0.1371, over 12340.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01701, over 41.00 utterances.], tot_loss[loss=0.3445, simple_loss=0.3879, pruned_loss=0.1505, over 2474329.84 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07783, over 21619.71 utterances.], libri_tot_loss[loss=0.3186, simple_loss=0.3726, pruned_loss=0.1323, over 2466594.47 frames. utt_duration=1256 frames, utt_pad_proportion=0.05735, over 7862.93 utterances.], giga_tot_loss[loss=0.3462, simple_loss=0.3886, pruned_loss=0.1519, over 2474942.91 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07634, over 23314.95 utterances.], batch size: 41, lr: 1.05e-03
2022-08-21 00:37:06,277 INFO [train.py:927] (6/8) Epoch 2, batch 13900, giga_loss[loss=0.3368, simple_loss=0.3876, pruned_loss=0.143, over 12378.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04551, over 146.00 utterances.], tot_loss[loss=0.3375, simple_loss=0.3838, pruned_loss=0.1456, over 2474344.11 frames. utt_duration=458.2 frames, utt_pad_proportion=0.0774, over 21669.26 utterances.], libri_tot_loss[loss=0.3183, simple_loss=0.3721, pruned_loss=0.1322, over 2466386.10 frames. utt_duration=1258 frames, utt_pad_proportion=0.05574, over 7848.75 utterances.], giga_tot_loss[loss=0.34, simple_loss=0.3852, pruned_loss=0.1474, over 2475280.72 frames. utt_duration=422 frames, utt_pad_proportion=0.07692, over 23542.74 utterances.], batch size: 146, lr: 1.05e-03
2022-08-21 00:38:50,510 INFO [train.py:927] (6/8) Epoch 2, batch 13950, giga_loss[loss=0.2708, simple_loss=0.3446, pruned_loss=0.09855, over 12369.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.02938, over 85.00 utterances.], tot_loss[loss=0.3312, simple_loss=0.3803, pruned_loss=0.1411, over 2474439.32 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07875, over 21563.27 utterances.], libri_tot_loss[loss=0.3187, simple_loss=0.3725, pruned_loss=0.1325, over 2466738.01 frames. utt_duration=1261 frames, utt_pad_proportion=0.05439, over 7833.18 utterances.], giga_tot_loss[loss=0.3332, simple_loss=0.3813, pruned_loss=0.1426, over 2475119.07 frames. utt_duration=421.8 frames, utt_pad_proportion=0.079, over 23551.81 utterances.], batch size: 85, lr: 1.05e-03
2022-08-21 00:40:35,669 INFO [train.py:927] (6/8) Epoch 2, batch 14000, giga_loss[loss=0.3028, simple_loss=0.3568, pruned_loss=0.1244, over 12426.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05185, over 162.00 utterances.], tot_loss[loss=0.3268, simple_loss=0.3783, pruned_loss=0.1376, over 2474629.90 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07921, over 21773.27 utterances.], libri_tot_loss[loss=0.32, simple_loss=0.3743, pruned_loss=0.1329, over 2466477.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.05323, over 7817.31 utterances.], giga_tot_loss[loss=0.3277, simple_loss=0.3778, pruned_loss=0.1388, over 2475660.40 frames. utt_duration=415.8 frames, utt_pad_proportion=0.08, over 23900.01 utterances.], batch size: 162, lr: 1.05e-03
2022-08-21 00:42:25,723 INFO [train.py:927] (6/8) Epoch 2, batch 14050, giga_loss[loss=0.2496, simple_loss=0.3237, pruned_loss=0.08778, over 12373.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.02818, over 62.00 utterances.], tot_loss[loss=0.3217, simple_loss=0.3744, pruned_loss=0.1345, over 2474704.48 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07955, over 21879.12 utterances.], libri_tot_loss[loss=0.3188, simple_loss=0.3733, pruned_loss=0.1322, over 2466557.84 frames. utt_duration=1267 frames, utt_pad_proportion=0.05233, over 7794.09 utterances.], giga_tot_loss[loss=0.3236, simple_loss=0.375, pruned_loss=0.1361, over 2475621.98 frames. utt_duration=415.5 frames, utt_pad_proportion=0.0806, over 23918.21 utterances.], batch size: 62, lr: 1.05e-03
2022-08-21 00:44:18,088 INFO [train.py:927] (6/8) Epoch 2, batch 14100, giga_loss[loss=0.2813, simple_loss=0.3581, pruned_loss=0.1023, over 12380.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.0453, over 146.00 utterances.], tot_loss[loss=0.3157, simple_loss=0.371, pruned_loss=0.1302, over 2474514.37 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08212, over 21986.82 utterances.], libri_tot_loss[loss=0.3183, simple_loss=0.3726, pruned_loss=0.132, over 2466423.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05222, over 7807.68 utterances.], giga_tot_loss[loss=0.3177, simple_loss=0.3721, pruned_loss=0.1316, over 2475628.19 frames. utt_duration=413 frames, utt_pad_proportion=0.08305, over 24062.41 utterances.], batch size: 146, lr: 1.04e-03
2022-08-21 00:46:07,270 INFO [train.py:927] (6/8) Epoch 2, batch 14150, giga_loss[loss=0.2476, simple_loss=0.3187, pruned_loss=0.08824, over 12441.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03685, over 43.00 utterances.], tot_loss[loss=0.3148, simple_loss=0.3711, pruned_loss=0.1293, over 2474438.84 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07829, over 21380.79 utterances.], libri_tot_loss[loss=0.3181, simple_loss=0.3722, pruned_loss=0.132, over 2466518.69 frames. utt_duration=1263 frames, utt_pad_proportion=0.05197, over 7819.47 utterances.], giga_tot_loss[loss=0.3166, simple_loss=0.3723, pruned_loss=0.1304, over 2475424.99 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07962, over 23338.24 utterances.], batch size: 43, lr: 1.04e-03
2022-08-21 00:47:55,681 INFO [train.py:927] (6/8) Epoch 2, batch 14200, giga_loss[loss=0.2747, simple_loss=0.3389, pruned_loss=0.1053, over 12357.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03026, over 85.00 utterances.], tot_loss[loss=0.3111, simple_loss=0.3677, pruned_loss=0.1272, over 2474750.01 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07665, over 21089.81 utterances.], libri_tot_loss[loss=0.3167, simple_loss=0.371, pruned_loss=0.1313, over 2466769.66 frames. utt_duration=1269 frames, utt_pad_proportion=0.0508, over 7786.36 utterances.], giga_tot_loss[loss=0.3135, simple_loss=0.3697, pruned_loss=0.1287, over 2475528.46 frames. utt_duration=431 frames, utt_pad_proportion=0.07842, over 23052.56 utterances.], batch size: 85, lr: 1.04e-03
2022-08-21 00:49:42,976 INFO [train.py:927] (6/8) Epoch 2, batch 14250, giga_loss[loss=0.3379, simple_loss=0.3813, pruned_loss=0.1472, over 12372.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.0527, over 161.00 utterances.], tot_loss[loss=0.3116, simple_loss=0.3669, pruned_loss=0.1281, over 2474819.25 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07583, over 21142.45 utterances.], libri_tot_loss[loss=0.316, simple_loss=0.3705, pruned_loss=0.1308, over 2466570.62 frames. utt_duration=1272 frames, utt_pad_proportion=0.05007, over 7763.84 utterances.], giga_tot_loss[loss=0.3141, simple_loss=0.3689, pruned_loss=0.1296, over 2475725.05 frames. utt_duration=433 frames, utt_pad_proportion=0.07763, over 22945.65 utterances.], batch size: 161, lr: 1.04e-03
2022-08-21 00:51:31,247 INFO [train.py:927] (6/8) Epoch 2, batch 14300, libri_loss[loss=0.2665, simple_loss=0.3281, pruned_loss=0.1025, over 12342.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006254, over 33.00 utterances.], tot_loss[loss=0.3073, simple_loss=0.3647, pruned_loss=0.1249, over 2474856.18 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06953, over 20399.48 utterances.], libri_tot_loss[loss=0.3154, simple_loss=0.3701, pruned_loss=0.1303, over 2466429.02 frames. utt_duration=1275 frames, utt_pad_proportion=0.04922, over 7746.94 utterances.], giga_tot_loss[loss=0.3097, simple_loss=0.3665, pruned_loss=0.1264, over 2475943.82 frames. utt_duration=447 frames, utt_pad_proportion=0.07195, over 22230.20 utterances.], batch size: 33, lr: 1.04e-03
2022-08-21 00:53:18,065 INFO [train.py:927] (6/8) Epoch 2, batch 14350, libri_loss[loss=0.3697, simple_loss=0.3923, pruned_loss=0.1735, over 12128.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006201, over 32.00 utterances.], tot_loss[loss=0.3042, simple_loss=0.3629, pruned_loss=0.1227, over 2473958.60 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06451, over 19446.08 utterances.], libri_tot_loss[loss=0.3152, simple_loss=0.3698, pruned_loss=0.1303, over 2465953.35 frames. utt_duration=1279 frames, utt_pad_proportion=0.0485, over 7723.15 utterances.], giga_tot_loss[loss=0.306, simple_loss=0.3645, pruned_loss=0.1238, over 2475393.82 frames. utt_duration=470 frames, utt_pad_proportion=0.06724, over 21133.61 utterances.], batch size: 32, lr: 1.04e-03
2022-08-21 00:55:02,737 INFO [train.py:927] (6/8) Epoch 2, batch 14400, giga_loss[loss=0.2696, simple_loss=0.3276, pruned_loss=0.1058, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.0252, over 45.00 utterances.], tot_loss[loss=0.3022, simple_loss=0.3607, pruned_loss=0.1218, over 2473436.67 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06606, over 19267.46 utterances.], libri_tot_loss[loss=0.3149, simple_loss=0.3694, pruned_loss=0.1302, over 2466062.20 frames. utt_duration=1277 frames, utt_pad_proportion=0.04752, over 7733.07 utterances.], giga_tot_loss[loss=0.3036, simple_loss=0.3621, pruned_loss=0.1225, over 2474789.89 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06874, over 21044.65 utterances.], batch size: 45, lr: 1.04e-03
2022-08-21 00:56:47,278 INFO [train.py:927] (6/8) Epoch 2, batch 14450, giga_loss[loss=0.2939, simple_loss=0.3558, pruned_loss=0.116, over 12357.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02339, over 45.00 utterances.], tot_loss[loss=0.3018, simple_loss=0.3596, pruned_loss=0.122, over 2473606.84 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06468, over 19452.22 utterances.], libri_tot_loss[loss=0.3141, simple_loss=0.3686, pruned_loss=0.1298, over 2466153.89 frames. utt_duration=1281 frames, utt_pad_proportion=0.04653, over 7709.32 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3612, pruned_loss=0.1226, over 2474829.61 frames. utt_duration=467.8 frames, utt_pad_proportion=0.06739, over 21227.56 utterances.], batch size: 45, lr: 1.04e-03
2022-08-21 00:58:33,144 INFO [train.py:927] (6/8) Epoch 2, batch 14500, giga_loss[loss=0.2917, simple_loss=0.3522, pruned_loss=0.1156, over 12412.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.3015, simple_loss=0.3587, pruned_loss=0.1222, over 2474254.33 frames. utt_duration=486.4 frames, utt_pad_proportion=0.06592, over 20406.34 utterances.], libri_tot_loss[loss=0.3136, simple_loss=0.3681, pruned_loss=0.1296, over 2466436.43 frames. utt_duration=1270 frames, utt_pad_proportion=0.05045, over 7775.51 utterances.], giga_tot_loss[loss=0.3028, simple_loss=0.3601, pruned_loss=0.1227, over 2475195.62 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06689, over 22093.97 utterances.], batch size: 133, lr: 1.04e-03
2022-08-21 01:00:17,619 INFO [train.py:927] (6/8) Epoch 2, batch 14550, libri_loss[loss=0.4268, simple_loss=0.4601, pruned_loss=0.1968, over 12417.00 frames. utt_duration=426.1 frames, utt_pad_proportion=0.3363, over 117.00 utterances.], tot_loss[loss=0.3022, simple_loss=0.3598, pruned_loss=0.1223, over 2473913.09 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07038, over 20558.34 utterances.], libri_tot_loss[loss=0.3139, simple_loss=0.3685, pruned_loss=0.1296, over 2466525.41 frames. utt_duration=1260 frames, utt_pad_proportion=0.0541, over 7841.42 utterances.], giga_tot_loss[loss=0.3027, simple_loss=0.3603, pruned_loss=0.1226, over 2474742.36 frames. utt_duration=448.6 frames, utt_pad_proportion=0.06979, over 22139.40 utterances.], batch size: 117, lr: 1.04e-03
2022-08-21 01:02:01,531 INFO [train.py:927] (6/8) Epoch 2, batch 14600, giga_loss[loss=0.2973, simple_loss=0.361, pruned_loss=0.1168, over 12284.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02883, over 45.00 utterances.], tot_loss[loss=0.3003, simple_loss=0.3586, pruned_loss=0.121, over 2473888.50 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07202, over 20443.64 utterances.], libri_tot_loss[loss=0.3131, simple_loss=0.3677, pruned_loss=0.1293, over 2466611.33 frames. utt_duration=1266 frames, utt_pad_proportion=0.05251, over 7801.35 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3595, pruned_loss=0.1212, over 2474742.73 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07225, over 22253.14 utterances.], batch size: 45, lr: 1.04e-03
2022-08-21 01:03:50,866 INFO [train.py:927] (6/8) Epoch 2, batch 14650, giga_loss[loss=0.4634, simple_loss=0.4758, pruned_loss=0.2255, over 12350.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 257.00 utterances.], tot_loss[loss=0.2993, simple_loss=0.3578, pruned_loss=0.1203, over 2474286.56 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07266, over 20018.76 utterances.], libri_tot_loss[loss=0.3123, simple_loss=0.367, pruned_loss=0.1288, over 2466917.37 frames. utt_duration=1268 frames, utt_pad_proportion=0.05139, over 7793.51 utterances.], giga_tot_loss[loss=0.3002, simple_loss=0.3589, pruned_loss=0.1207, over 2474893.62 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07337, over 21801.75 utterances.], batch size: 257, lr: 1.04e-03
2022-08-21 01:05:37,571 INFO [train.py:927] (6/8) Epoch 2, batch 14700, libri_loss[loss=0.2628, simple_loss=0.3222, pruned_loss=0.1017, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00538, over 32.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3585, pruned_loss=0.1223, over 2473752.47 frames. utt_duration=484.4 frames, utt_pad_proportion=0.07671, over 20489.65 utterances.], libri_tot_loss[loss=0.3111, simple_loss=0.3661, pruned_loss=0.1281, over 2466873.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.05603, over 7871.29 utterances.], giga_tot_loss[loss=0.3029, simple_loss=0.3599, pruned_loss=0.123, over 2474552.57 frames. utt_duration=445.1 frames, utt_pad_proportion=0.0758, over 22311.00 utterances.], batch size: 32, lr: 1.04e-03
2022-08-21 01:07:20,763 INFO [train.py:927] (6/8) Epoch 2, batch 14750, giga_loss[loss=0.3085, simple_loss=0.3677, pruned_loss=0.1246, over 12385.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02652, over 91.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3574, pruned_loss=0.1222, over 2473712.22 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07248, over 19765.19 utterances.], libri_tot_loss[loss=0.3092, simple_loss=0.3643, pruned_loss=0.1271, over 2466878.84 frames. utt_duration=1264 frames, utt_pad_proportion=0.05438, over 7816.27 utterances.], giga_tot_loss[loss=0.3035, simple_loss=0.3599, pruned_loss=0.1235, over 2474646.44 frames. utt_duration=455.5 frames, utt_pad_proportion=0.0728, over 21802.24 utterances.], batch size: 91, lr: 1.04e-03
2022-08-21 01:09:06,091 INFO [train.py:927] (6/8) Epoch 2, batch 14800, giga_loss[loss=0.2902, simple_loss=0.3517, pruned_loss=0.1144, over 12342.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03024, over 91.00 utterances.], tot_loss[loss=0.3002, simple_loss=0.3566, pruned_loss=0.122, over 2473113.14 frames. utt_duration=505.5 frames, utt_pad_proportion=0.0718, over 19626.36 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3642, pruned_loss=0.1272, over 2466939.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05436, over 7821.12 utterances.], giga_tot_loss[loss=0.3019, simple_loss=0.3584, pruned_loss=0.1227, over 2473933.14 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07223, over 21505.35 utterances.], batch size: 91, lr: 1.04e-03
2022-08-21 01:10:50,009 INFO [train.py:927] (6/8) Epoch 2, batch 14850, giga_loss[loss=0.311, simple_loss=0.3816, pruned_loss=0.1202, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04495, over 28.00 utterances.], tot_loss[loss=0.298, simple_loss=0.3557, pruned_loss=0.1202, over 2473845.82 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07381, over 20224.42 utterances.], libri_tot_loss[loss=0.3091, simple_loss=0.364, pruned_loss=0.1271, over 2466953.78 frames. utt_duration=1266 frames, utt_pad_proportion=0.05375, over 7802.88 utterances.], giga_tot_loss[loss=0.2994, simple_loss=0.3572, pruned_loss=0.1208, over 2474564.32 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07427, over 21888.12 utterances.], batch size: 28, lr: 1.04e-03
2022-08-21 01:12:36,850 INFO [train.py:927] (6/8) Epoch 2, batch 14900, giga_loss[loss=0.2996, simple_loss=0.3498, pruned_loss=0.1247, over 12384.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03103, over 104.00 utterances.], tot_loss[loss=0.2973, simple_loss=0.3549, pruned_loss=0.1198, over 2473894.27 frames. utt_duration=481 frames, utt_pad_proportion=0.07111, over 20636.67 utterances.], libri_tot_loss[loss=0.3091, simple_loss=0.364, pruned_loss=0.1271, over 2466876.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05409, over 7822.88 utterances.], giga_tot_loss[loss=0.2982, simple_loss=0.356, pruned_loss=0.1202, over 2474577.01 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07159, over 22031.51 utterances.], batch size: 104, lr: 1.03e-03
2022-08-21 01:14:20,345 INFO [train.py:927] (6/8) Epoch 2, batch 14950, giga_loss[loss=0.2935, simple_loss=0.3665, pruned_loss=0.1103, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03131, over 85.00 utterances.], tot_loss[loss=0.2996, simple_loss=0.3567, pruned_loss=0.1213, over 2474377.06 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07088, over 20555.84 utterances.], libri_tot_loss[loss=0.309, simple_loss=0.3637, pruned_loss=0.1271, over 2467198.13 frames. utt_duration=1265 frames, utt_pad_proportion=0.05289, over 7809.50 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.3575, pruned_loss=0.1214, over 2474839.43 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07181, over 22028.28 utterances.], batch size: 85, lr: 1.03e-03
2022-08-21 01:16:10,407 INFO [train.py:927] (6/8) Epoch 2, batch 15000, giga_loss[loss=0.3436, simple_loss=0.3972, pruned_loss=0.145, over 12408.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06999, over 212.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3613, pruned_loss=0.1209, over 2474399.20 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06612, over 19880.14 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.3646, pruned_loss=0.1271, over 2467301.81 frames. utt_duration=1265 frames, utt_pad_proportion=0.0524, over 7810.28 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3611, pruned_loss=0.1209, over 2474829.49 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06742, over 21274.34 utterances.], batch size: 212, lr: 1.03e-03
2022-08-21 01:16:10,408 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 01:16:24,138 INFO [train.py:967] (6/8) Epoch 2, validation: loss=0.2466, simple_loss=0.3797, pruned_loss=0.05678, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 01:18:07,205 INFO [train.py:927] (6/8) Epoch 2, batch 15050, giga_loss[loss=0.3073, simple_loss=0.3685, pruned_loss=0.123, over 12344.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.02945, over 85.00 utterances.], tot_loss[loss=0.3054, simple_loss=0.3655, pruned_loss=0.1227, over 2475012.48 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06548, over 19943.07 utterances.], libri_tot_loss[loss=0.3104, simple_loss=0.3664, pruned_loss=0.1272, over 2467566.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05114, over 7790.92 utterances.], giga_tot_loss[loss=0.3042, simple_loss=0.3636, pruned_loss=0.1224, over 2475359.26 frames. utt_duration=462.4 frames, utt_pad_proportion=0.06711, over 21479.45 utterances.], batch size: 85, lr: 1.03e-03
2022-08-21 01:19:53,189 INFO [train.py:927] (6/8) Epoch 2, batch 15100, giga_loss[loss=0.2818, simple_loss=0.3349, pruned_loss=0.1144, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03401, over 40.00 utterances.], tot_loss[loss=0.3081, simple_loss=0.366, pruned_loss=0.1251, over 2474863.70 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07803, over 21679.05 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3661, pruned_loss=0.1272, over 2467601.72 frames. utt_duration=1273 frames, utt_pad_proportion=0.05021, over 7764.39 utterances.], giga_tot_loss[loss=0.3072, simple_loss=0.3647, pruned_loss=0.1249, over 2475274.90 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07895, over 23245.76 utterances.], batch size: 40, lr: 1.03e-03
2022-08-21 01:21:38,437 INFO [train.py:927] (6/8) Epoch 2, batch 15150, giga_loss[loss=0.2825, simple_loss=0.3393, pruned_loss=0.1129, over 12418.00 frames. utt_duration=802.7 frames, utt_pad_proportion=0.02816, over 62.00 utterances.], tot_loss[loss=0.3069, simple_loss=0.3641, pruned_loss=0.1248, over 2474720.14 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07356, over 21688.20 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3655, pruned_loss=0.127, over 2467289.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.04969, over 7743.05 utterances.], giga_tot_loss[loss=0.3066, simple_loss=0.3636, pruned_loss=0.1248, over 2475421.15 frames. utt_duration=429.6 frames, utt_pad_proportion=0.0748, over 23124.52 utterances.], batch size: 62, lr: 1.03e-03
2022-08-21 01:23:25,788 INFO [train.py:927] (6/8) Epoch 2, batch 15200, giga_loss[loss=0.2635, simple_loss=0.317, pruned_loss=0.105, over 12277.00 frames. utt_duration=1890 frames, utt_pad_proportion=0.05305, over 26.00 utterances.], tot_loss[loss=0.3046, simple_loss=0.3617, pruned_loss=0.1238, over 2474087.15 frames. utt_duration=474 frames, utt_pad_proportion=0.07228, over 20943.76 utterances.], libri_tot_loss[loss=0.31, simple_loss=0.3653, pruned_loss=0.1273, over 2467116.48 frames. utt_duration=1278 frames, utt_pad_proportion=0.04916, over 7728.31 utterances.], giga_tot_loss[loss=0.3041, simple_loss=0.3614, pruned_loss=0.1234, over 2474902.61 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07367, over 22339.77 utterances.], batch size: 26, lr: 1.03e-03
2022-08-21 01:25:13,304 INFO [train.py:927] (6/8) Epoch 2, batch 15250, giga_loss[loss=0.2516, simple_loss=0.3225, pruned_loss=0.09038, over 12457.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03101, over 75.00 utterances.], tot_loss[loss=0.3052, simple_loss=0.3616, pruned_loss=0.1244, over 2474297.77 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07849, over 21510.53 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.3658, pruned_loss=0.1278, over 2467160.64 frames. utt_duration=1267 frames, utt_pad_proportion=0.0529, over 7797.46 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3608, pruned_loss=0.1236, over 2474988.35 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07821, over 22719.83 utterances.], batch size: 75, lr: 1.03e-03
2022-08-21 01:27:01,775 INFO [train.py:927] (6/8) Epoch 2, batch 15300, giga_loss[loss=0.2518, simple_loss=0.3216, pruned_loss=0.09102, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02631, over 45.00 utterances.], tot_loss[loss=0.3018, simple_loss=0.3593, pruned_loss=0.1221, over 2473748.54 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07613, over 20695.35 utterances.], libri_tot_loss[loss=0.3113, simple_loss=0.3667, pruned_loss=0.128, over 2467124.52 frames. utt_duration=1269 frames, utt_pad_proportion=0.05242, over 7783.63 utterances.], giga_tot_loss[loss=0.3001, simple_loss=0.3578, pruned_loss=0.1212, over 2474407.53 frames. utt_duration=454.5 frames, utt_pad_proportion=0.0763, over 21848.81 utterances.], batch size: 45, lr: 1.03e-03
2022-08-21 01:28:48,172 INFO [train.py:927] (6/8) Epoch 2, batch 15350, giga_loss[loss=0.245, simple_loss=0.318, pruned_loss=0.08602, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03009, over 48.00 utterances.], tot_loss[loss=0.3044, simple_loss=0.3615, pruned_loss=0.1237, over 2473597.43 frames. utt_duration=477.6 frames, utt_pad_proportion=0.08027, over 20780.61 utterances.], libri_tot_loss[loss=0.3114, simple_loss=0.3666, pruned_loss=0.1282, over 2467192.89 frames. utt_duration=1254 frames, utt_pad_proportion=0.05712, over 7876.94 utterances.], giga_tot_loss[loss=0.3027, simple_loss=0.3602, pruned_loss=0.1226, over 2474241.80 frames. utt_duration=452 frames, utt_pad_proportion=0.07892, over 21968.03 utterances.], batch size: 48, lr: 1.03e-03
2022-08-21 01:30:38,281 INFO [train.py:927] (6/8) Epoch 2, batch 15400, giga_loss[loss=0.2469, simple_loss=0.3448, pruned_loss=0.07455, over 12311.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.05193, over 26.00 utterances.], tot_loss[loss=0.3055, simple_loss=0.3617, pruned_loss=0.1246, over 2473579.73 frames. utt_duration=481.4 frames, utt_pad_proportion=0.08016, over 20616.83 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.3654, pruned_loss=0.128, over 2467222.50 frames. utt_duration=1244 frames, utt_pad_proportion=0.06072, over 7942.65 utterances.], giga_tot_loss[loss=0.3044, simple_loss=0.3615, pruned_loss=0.1237, over 2474413.63 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07832, over 22162.39 utterances.], batch size: 26, lr: 1.03e-03
2022-08-21 01:32:22,379 INFO [train.py:927] (6/8) Epoch 2, batch 15450, giga_loss[loss=0.261, simple_loss=0.3508, pruned_loss=0.08559, over 12471.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02973, over 75.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.3606, pruned_loss=0.1208, over 2473429.88 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07493, over 19691.96 utterances.], libri_tot_loss[loss=0.3098, simple_loss=0.3644, pruned_loss=0.1276, over 2467039.15 frames. utt_duration=1248 frames, utt_pad_proportion=0.0595, over 7916.73 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3612, pruned_loss=0.1203, over 2474418.22 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07431, over 21283.81 utterances.], batch size: 75, lr: 1.03e-03
2022-08-21 01:34:08,297 INFO [train.py:927] (6/8) Epoch 2, batch 15500, giga_loss[loss=0.3646, simple_loss=0.4028, pruned_loss=0.1632, over 12404.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03573, over 113.00 utterances.], tot_loss[loss=0.3046, simple_loss=0.3638, pruned_loss=0.1227, over 2474489.25 frames. utt_duration=501.5 frames, utt_pad_proportion=0.0743, over 19795.28 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3645, pruned_loss=0.1274, over 2467382.59 frames. utt_duration=1252 frames, utt_pad_proportion=0.05816, over 7892.55 utterances.], giga_tot_loss[loss=0.3043, simple_loss=0.3641, pruned_loss=0.1223, over 2475146.55 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07448, over 21423.83 utterances.], batch size: 113, lr: 1.03e-03
2022-08-21 01:35:54,858 INFO [train.py:927] (6/8) Epoch 2, batch 15550, giga_loss[loss=0.2616, simple_loss=0.3365, pruned_loss=0.09337, over 12338.00 frames. utt_duration=668.4 frames, utt_pad_proportion=0.02713, over 74.00 utterances.], tot_loss[loss=0.3077, simple_loss=0.3655, pruned_loss=0.1249, over 2475361.06 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07545, over 20704.04 utterances.], libri_tot_loss[loss=0.3091, simple_loss=0.364, pruned_loss=0.1271, over 2467172.91 frames. utt_duration=1255 frames, utt_pad_proportion=0.05755, over 7875.30 utterances.], giga_tot_loss[loss=0.3079, simple_loss=0.3662, pruned_loss=0.1249, over 2476166.13 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07578, over 22168.27 utterances.], batch size: 74, lr: 1.03e-03
2022-08-21 01:37:38,586 INFO [train.py:927] (6/8) Epoch 2, batch 15600, giga_loss[loss=0.2725, simple_loss=0.3552, pruned_loss=0.09494, over 12406.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03484, over 75.00 utterances.], tot_loss[loss=0.307, simple_loss=0.3652, pruned_loss=0.1244, over 2475222.33 frames. utt_duration=486.1 frames, utt_pad_proportion=0.07975, over 20431.65 utterances.], libri_tot_loss[loss=0.3092, simple_loss=0.3639, pruned_loss=0.1273, over 2466801.25 frames. utt_duration=1234 frames, utt_pad_proportion=0.06532, over 8004.92 utterances.], giga_tot_loss[loss=0.307, simple_loss=0.3659, pruned_loss=0.1241, over 2476439.38 frames. utt_duration=455 frames, utt_pad_proportion=0.07753, over 21842.77 utterances.], batch size: 75, lr: 1.03e-03
2022-08-21 01:39:20,796 INFO [train.py:927] (6/8) Epoch 2, batch 15650, libri_loss[loss=0.2447, simple_loss=0.307, pruned_loss=0.09117, over 12393.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00756, over 31.00 utterances.], tot_loss[loss=0.3051, simple_loss=0.3647, pruned_loss=0.1227, over 2475153.44 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07859, over 20295.97 utterances.], libri_tot_loss[loss=0.3091, simple_loss=0.3639, pruned_loss=0.1271, over 2467091.69 frames. utt_duration=1237 frames, utt_pad_proportion=0.06443, over 7988.60 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.3653, pruned_loss=0.1225, over 2476123.02 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07729, over 21827.22 utterances.], batch size: 31, lr: 1.03e-03
2022-08-21 01:41:05,913 INFO [train.py:927] (6/8) Epoch 2, batch 15700, giga_loss[loss=0.2425, simple_loss=0.3214, pruned_loss=0.08184, over 12418.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04207, over 31.00 utterances.], tot_loss[loss=0.304, simple_loss=0.3636, pruned_loss=0.1222, over 2475404.31 frames. utt_duration=469.3 frames, utt_pad_proportion=0.08622, over 21166.33 utterances.], libri_tot_loss[loss=0.3089, simple_loss=0.3637, pruned_loss=0.127, over 2467279.44 frames. utt_duration=1239 frames, utt_pad_proportion=0.06395, over 7975.76 utterances.], giga_tot_loss[loss=0.3042, simple_loss=0.3643, pruned_loss=0.1221, over 2476077.78 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08497, over 22485.48 utterances.], batch size: 31, lr: 1.03e-03
2022-08-21 01:42:51,726 INFO [train.py:927] (6/8) Epoch 2, batch 15750, giga_loss[loss=0.3298, simple_loss=0.3851, pruned_loss=0.1373, over 12459.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03678, over 123.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.362, pruned_loss=0.1223, over 2475352.20 frames. utt_duration=454.7 frames, utt_pad_proportion=0.08835, over 21846.70 utterances.], libri_tot_loss[loss=0.3083, simple_loss=0.3631, pruned_loss=0.1267, over 2467592.93 frames. utt_duration=1242 frames, utt_pad_proportion=0.06287, over 7956.36 utterances.], giga_tot_loss[loss=0.304, simple_loss=0.3631, pruned_loss=0.1224, over 2475782.99 frames. utt_duration=428.2 frames, utt_pad_proportion=0.08773, over 23204.84 utterances.], batch size: 123, lr: 1.02e-03
2022-08-21 01:44:38,579 INFO [train.py:927] (6/8) Epoch 2, batch 15800, giga_loss[loss=0.2536, simple_loss=0.3248, pruned_loss=0.09125, over 12268.00 frames. utt_duration=1445 frames, utt_pad_proportion=0.05663, over 34.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3608, pruned_loss=0.1223, over 2474910.18 frames. utt_duration=454.4 frames, utt_pad_proportion=0.08831, over 21857.30 utterances.], libri_tot_loss[loss=0.3087, simple_loss=0.3636, pruned_loss=0.1269, over 2467945.71 frames. utt_duration=1239 frames, utt_pad_proportion=0.06287, over 7974.17 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3612, pruned_loss=0.1221, over 2475114.17 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08802, over 23230.80 utterances.], batch size: 34, lr: 1.02e-03
2022-08-21 01:46:20,962 INFO [train.py:927] (6/8) Epoch 2, batch 15850, libri_loss[loss=0.2959, simple_loss=0.357, pruned_loss=0.1174, over 12413.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004925, over 34.00 utterances.], tot_loss[loss=0.3018, simple_loss=0.3595, pruned_loss=0.1221, over 2474368.35 frames. utt_duration=461.6 frames, utt_pad_proportion=0.08558, over 21509.55 utterances.], libri_tot_loss[loss=0.3084, simple_loss=0.3632, pruned_loss=0.1268, over 2467824.37 frames. utt_duration=1229 frames, utt_pad_proportion=0.06694, over 8041.28 utterances.], giga_tot_loss[loss=0.3019, simple_loss=0.3601, pruned_loss=0.1218, over 2474835.22 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08442, over 22925.18 utterances.], batch size: 34, lr: 1.02e-03
2022-08-21 01:48:02,233 INFO [train.py:927] (6/8) Epoch 2, batch 15900, giga_loss[loss=0.2548, simple_loss=0.3294, pruned_loss=0.09014, over 12371.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02828, over 70.00 utterances.], tot_loss[loss=0.2972, simple_loss=0.3573, pruned_loss=0.1185, over 2474113.92 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07916, over 21141.32 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.3649, pruned_loss=0.1278, over 2467985.59 frames. utt_duration=1218 frames, utt_pad_proportion=0.07028, over 8114.88 utterances.], giga_tot_loss[loss=0.2955, simple_loss=0.3561, pruned_loss=0.1174, over 2474393.92 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07743, over 22305.03 utterances.], batch size: 70, lr: 1.02e-03
2022-08-21 01:49:53,330 INFO [train.py:927] (6/8) Epoch 2, batch 15950, giga_loss[loss=0.2591, simple_loss=0.3274, pruned_loss=0.09539, over 12450.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.294, simple_loss=0.3544, pruned_loss=0.1168, over 2474204.92 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07624, over 21048.25 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3643, pruned_loss=0.1273, over 2467897.60 frames. utt_duration=1225 frames, utt_pad_proportion=0.06891, over 8071.08 utterances.], giga_tot_loss[loss=0.2929, simple_loss=0.3538, pruned_loss=0.116, over 2474661.48 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07551, over 22377.64 utterances.], batch size: 75, lr: 1.02e-03
2022-08-21 01:51:39,005 INFO [train.py:927] (6/8) Epoch 2, batch 16000, giga_loss[loss=0.3043, simple_loss=0.3752, pruned_loss=0.1167, over 12390.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.02627, over 91.00 utterances.], tot_loss[loss=0.2945, simple_loss=0.3537, pruned_loss=0.1176, over 2474837.91 frames. utt_duration=455.9 frames, utt_pad_proportion=0.08069, over 21781.91 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3642, pruned_loss=0.1274, over 2468203.28 frames. utt_duration=1228 frames, utt_pad_proportion=0.06743, over 8049.05 utterances.], giga_tot_loss[loss=0.2932, simple_loss=0.353, pruned_loss=0.1166, over 2475098.52 frames. utt_duration=427.3 frames, utt_pad_proportion=0.08052, over 23249.05 utterances.], batch size: 91, lr: 1.02e-03
2022-08-21 01:53:21,557 INFO [train.py:927] (6/8) Epoch 2, batch 16050, giga_loss[loss=0.2948, simple_loss=0.359, pruned_loss=0.1153, over 12405.00 frames. utt_duration=404.7 frames, utt_pad_proportion=0.04088, over 123.00 utterances.], tot_loss[loss=0.2928, simple_loss=0.3532, pruned_loss=0.1162, over 2474853.19 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07457, over 20867.12 utterances.], libri_tot_loss[loss=0.3095, simple_loss=0.3643, pruned_loss=0.1274, over 2468200.82 frames. utt_duration=1227 frames, utt_pad_proportion=0.06683, over 8057.05 utterances.], giga_tot_loss[loss=0.2913, simple_loss=0.3523, pruned_loss=0.1152, over 2475190.92 frames. utt_duration=445 frames, utt_pad_proportion=0.07506, over 22323.93 utterances.], batch size: 123, lr: 1.02e-03
2022-08-21 01:55:06,816 INFO [train.py:927] (6/8) Epoch 2, batch 16100, giga_loss[loss=0.253, simple_loss=0.3228, pruned_loss=0.09159, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02839, over 48.00 utterances.], tot_loss[loss=0.2921, simple_loss=0.3527, pruned_loss=0.1157, over 2474675.88 frames. utt_duration=480.5 frames, utt_pad_proportion=0.0744, over 20665.75 utterances.], libri_tot_loss[loss=0.3102, simple_loss=0.3649, pruned_loss=0.1277, over 2468471.78 frames. utt_duration=1228 frames, utt_pad_proportion=0.06587, over 8050.00 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3512, pruned_loss=0.1144, over 2474833.67 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07518, over 22060.33 utterances.], batch size: 48, lr: 1.02e-03
2022-08-21 01:56:53,296 INFO [train.py:927] (6/8) Epoch 2, batch 16150, libri_loss[loss=0.3212, simple_loss=0.3665, pruned_loss=0.138, over 12483.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006935, over 36.00 utterances.], tot_loss[loss=0.298, simple_loss=0.3588, pruned_loss=0.1186, over 2474432.32 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06998, over 20274.24 utterances.], libri_tot_loss[loss=0.3126, simple_loss=0.368, pruned_loss=0.1286, over 2468649.64 frames. utt_duration=1231 frames, utt_pad_proportion=0.0644, over 8029.51 utterances.], giga_tot_loss[loss=0.2937, simple_loss=0.3546, pruned_loss=0.1164, over 2474588.67 frames. utt_duration=455.1 frames, utt_pad_proportion=0.07145, over 21821.33 utterances.], batch size: 36, lr: 1.02e-03
2022-08-21 01:58:37,823 INFO [train.py:927] (6/8) Epoch 2, batch 16200, giga_loss[loss=0.3293, simple_loss=0.3611, pruned_loss=0.1488, over 12350.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.3014, simple_loss=0.3606, pruned_loss=0.1211, over 2474526.66 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07342, over 21397.28 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.3675, pruned_loss=0.1284, over 2468771.98 frames. utt_duration=1235 frames, utt_pad_proportion=0.0633, over 8007.15 utterances.], giga_tot_loss[loss=0.2981, simple_loss=0.3575, pruned_loss=0.1194, over 2474670.08 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07472, over 22954.35 utterances.], batch size: 369, lr: 1.02e-03
2022-08-21 02:00:27,808 INFO [train.py:927] (6/8) Epoch 2, batch 16250, giga_loss[loss=0.3053, simple_loss=0.3731, pruned_loss=0.1187, over 12435.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06116, over 183.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.3626, pruned_loss=0.122, over 2474700.19 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07106, over 21362.86 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.3674, pruned_loss=0.1283, over 2468757.41 frames. utt_duration=1236 frames, utt_pad_proportion=0.06259, over 7999.05 utterances.], giga_tot_loss[loss=0.3006, simple_loss=0.3601, pruned_loss=0.1206, over 2474904.37 frames. utt_duration=436 frames, utt_pad_proportion=0.07251, over 22780.99 utterances.], batch size: 183, lr: 1.02e-03
2022-08-21 02:02:12,927 INFO [train.py:927] (6/8) Epoch 2, batch 16300, giga_loss[loss=0.2828, simple_loss=0.3432, pruned_loss=0.1112, over 12279.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02689, over 54.00 utterances.], tot_loss[loss=0.3048, simple_loss=0.3633, pruned_loss=0.1232, over 2474528.47 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07551, over 22014.07 utterances.], libri_tot_loss[loss=0.3121, simple_loss=0.3672, pruned_loss=0.1285, over 2468758.29 frames. utt_duration=1218 frames, utt_pad_proportion=0.06869, over 8119.38 utterances.], giga_tot_loss[loss=0.3024, simple_loss=0.3613, pruned_loss=0.1217, over 2474828.25 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07454, over 23397.37 utterances.], batch size: 54, lr: 1.02e-03
2022-08-21 02:03:59,814 INFO [train.py:927] (6/8) Epoch 2, batch 16350, giga_loss[loss=0.2662, simple_loss=0.3259, pruned_loss=0.1032, over 12232.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.031, over 39.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3598, pruned_loss=0.1209, over 2473819.23 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07184, over 21088.33 utterances.], libri_tot_loss[loss=0.3111, simple_loss=0.3665, pruned_loss=0.1279, over 2468547.51 frames. utt_duration=1223 frames, utt_pad_proportion=0.06741, over 8083.78 utterances.], giga_tot_loss[loss=0.2995, simple_loss=0.3588, pruned_loss=0.1201, over 2474366.21 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07171, over 22525.56 utterances.], batch size: 39, lr: 1.02e-03
2022-08-21 02:05:43,694 INFO [train.py:927] (6/8) Epoch 2, batch 16400, giga_loss[loss=0.279, simple_loss=0.3438, pruned_loss=0.1071, over 12357.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02909, over 91.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.357, pruned_loss=0.1199, over 2473097.52 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06767, over 20591.29 utterances.], libri_tot_loss[loss=0.3107, simple_loss=0.3659, pruned_loss=0.1277, over 2467939.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.06568, over 8033.62 utterances.], giga_tot_loss[loss=0.2974, simple_loss=0.3565, pruned_loss=0.1191, over 2474233.69 frames. utt_duration=447.5 frames, utt_pad_proportion=0.06841, over 22188.65 utterances.], batch size: 91, lr: 1.02e-03
2022-08-21 02:07:29,614 INFO [train.py:927] (6/8) Epoch 2, batch 16450, giga_loss[loss=0.2747, simple_loss=0.3453, pruned_loss=0.1021, over 12405.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.0343, over 80.00 utterances.], tot_loss[loss=0.2974, simple_loss=0.3561, pruned_loss=0.1194, over 2473724.68 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07211, over 21085.66 utterances.], libri_tot_loss[loss=0.3108, simple_loss=0.3659, pruned_loss=0.1278, over 2468016.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.06493, over 8021.22 utterances.], giga_tot_loss[loss=0.2964, simple_loss=0.3555, pruned_loss=0.1186, over 2474622.31 frames. utt_duration=440.9 frames, utt_pad_proportion=0.07268, over 22524.69 utterances.], batch size: 80, lr: 1.02e-03
2022-08-21 02:09:16,328 INFO [train.py:927] (6/8) Epoch 2, batch 16500, giga_loss[loss=0.3029, simple_loss=0.3608, pruned_loss=0.1225, over 12432.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03715, over 133.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3612, pruned_loss=0.121, over 2473917.58 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07569, over 21161.34 utterances.], libri_tot_loss[loss=0.3141, simple_loss=0.3705, pruned_loss=0.1288, over 2468473.88 frames. utt_duration=1218 frames, utt_pad_proportion=0.06816, over 8118.66 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.3566, pruned_loss=0.1193, over 2474342.59 frames. utt_duration=441 frames, utt_pad_proportion=0.07501, over 22516.03 utterances.], batch size: 133, lr: 1.02e-03
2022-08-21 02:11:02,256 INFO [train.py:927] (6/8) Epoch 2, batch 16550, giga_loss[loss=0.3272, simple_loss=0.3716, pruned_loss=0.1414, over 12358.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03216, over 51.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3609, pruned_loss=0.1222, over 2473441.88 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07548, over 20783.24 utterances.], libri_tot_loss[loss=0.3138, simple_loss=0.3699, pruned_loss=0.1289, over 2468007.93 frames. utt_duration=1212 frames, utt_pad_proportion=0.07141, over 8155.40 utterances.], giga_tot_loss[loss=0.2994, simple_loss=0.3574, pruned_loss=0.1207, over 2474335.79 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07392, over 22175.83 utterances.], batch size: 51, lr: 1.02e-03
2022-08-21 02:12:47,192 INFO [train.py:927] (6/8) Epoch 2, batch 16600, giga_loss[loss=0.2929, simple_loss=0.3542, pruned_loss=0.1158, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02658, over 48.00 utterances.], tot_loss[loss=0.3024, simple_loss=0.36, pruned_loss=0.1224, over 2473288.47 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07549, over 21216.45 utterances.], libri_tot_loss[loss=0.313, simple_loss=0.3691, pruned_loss=0.1284, over 2467935.75 frames. utt_duration=1216 frames, utt_pad_proportion=0.07042, over 8128.54 utterances.], giga_tot_loss[loss=0.3004, simple_loss=0.3579, pruned_loss=0.1215, over 2474144.52 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0746, over 22584.81 utterances.], batch size: 48, lr: 1.01e-03
2022-08-21 02:14:34,513 INFO [train.py:927] (6/8) Epoch 2, batch 16650, giga_loss[loss=0.2827, simple_loss=0.3454, pruned_loss=0.11, over 12443.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03164, over 75.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3594, pruned_loss=0.1222, over 2473481.61 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07297, over 20556.42 utterances.], libri_tot_loss[loss=0.3119, simple_loss=0.3681, pruned_loss=0.1279, over 2467796.06 frames. utt_duration=1222 frames, utt_pad_proportion=0.06883, over 8088.20 utterances.], giga_tot_loss[loss=0.3009, simple_loss=0.3583, pruned_loss=0.1218, over 2474414.48 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07297, over 22029.59 utterances.], batch size: 75, lr: 1.01e-03
2022-08-21 02:16:16,330 INFO [train.py:927] (6/8) Epoch 2, batch 16700, libri_loss[loss=0.3348, simple_loss=0.3751, pruned_loss=0.1472, over 12262.00 frames. utt_duration=963.4 frames, utt_pad_proportion=0.06559, over 51.00 utterances.], tot_loss[loss=0.3022, simple_loss=0.3597, pruned_loss=0.1223, over 2473753.56 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06841, over 19906.49 utterances.], libri_tot_loss[loss=0.3118, simple_loss=0.3678, pruned_loss=0.128, over 2467663.78 frames. utt_duration=1217 frames, utt_pad_proportion=0.06828, over 8118.53 utterances.], giga_tot_loss[loss=0.3011, simple_loss=0.3588, pruned_loss=0.1217, over 2474838.25 frames. utt_duration=461.3 frames, utt_pad_proportion=0.06889, over 21526.72 utterances.], batch size: 51, lr: 1.01e-03
2022-08-21 02:18:00,486 INFO [train.py:927] (6/8) Epoch 2, batch 16750, giga_loss[loss=0.2836, simple_loss=0.3595, pruned_loss=0.1039, over 12326.00 frames. utt_duration=851.5 frames, utt_pad_proportion=0.03129, over 58.00 utterances.], tot_loss[loss=0.3039, simple_loss=0.361, pruned_loss=0.1233, over 2473764.02 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07207, over 20525.11 utterances.], libri_tot_loss[loss=0.3111, simple_loss=0.367, pruned_loss=0.1276, over 2467673.04 frames. utt_duration=1213 frames, utt_pad_proportion=0.06968, over 8147.76 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3607, pruned_loss=0.1229, over 2474916.29 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07166, over 22374.68 utterances.], batch size: 58, lr: 1.01e-03
2022-08-21 02:19:44,465 INFO [train.py:927] (6/8) Epoch 2, batch 16800, giga_loss[loss=0.2711, simple_loss=0.3431, pruned_loss=0.09958, over 12432.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.03288, over 75.00 utterances.], tot_loss[loss=0.3023, simple_loss=0.3607, pruned_loss=0.122, over 2474026.28 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07144, over 20225.94 utterances.], libri_tot_loss[loss=0.3097, simple_loss=0.3657, pruned_loss=0.1269, over 2467550.46 frames. utt_duration=1219 frames, utt_pad_proportion=0.06819, over 8109.14 utterances.], giga_tot_loss[loss=0.3029, simple_loss=0.3614, pruned_loss=0.1222, over 2475264.80 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07167, over 22145.83 utterances.], batch size: 75, lr: 1.01e-03
2022-08-21 02:21:26,348 INFO [train.py:927] (6/8) Epoch 2, batch 16850, giga_loss[loss=0.3012, simple_loss=0.3566, pruned_loss=0.1229, over 12196.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03168, over 42.00 utterances.], tot_loss[loss=0.301, simple_loss=0.3592, pruned_loss=0.1214, over 2473832.69 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07598, over 20891.45 utterances.], libri_tot_loss[loss=0.3094, simple_loss=0.3654, pruned_loss=0.1267, over 2467912.80 frames. utt_duration=1221 frames, utt_pad_proportion=0.06699, over 8092.65 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3599, pruned_loss=0.1216, over 2474648.23 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07621, over 22695.05 utterances.], batch size: 42, lr: 1.01e-03
2022-08-21 02:23:11,169 INFO [train.py:927] (6/8) Epoch 2, batch 16900, giga_loss[loss=0.3298, simple_loss=0.3907, pruned_loss=0.1344, over 12342.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03323, over 97.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.3621, pruned_loss=0.1223, over 2474073.02 frames. utt_duration=476 frames, utt_pad_proportion=0.07421, over 20856.62 utterances.], libri_tot_loss[loss=0.3103, simple_loss=0.3668, pruned_loss=0.1269, over 2467850.85 frames. utt_duration=1221 frames, utt_pad_proportion=0.06638, over 8094.08 utterances.], giga_tot_loss[loss=0.3027, simple_loss=0.3613, pruned_loss=0.1221, over 2474922.85 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07479, over 22586.19 utterances.], batch size: 97, lr: 1.01e-03
2022-08-21 02:24:57,398 INFO [train.py:927] (6/8) Epoch 2, batch 16950, libri_loss[loss=0.2405, simple_loss=0.297, pruned_loss=0.09197, over 12259.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.04453, over 27.00 utterances.], tot_loss[loss=0.3029, simple_loss=0.3613, pruned_loss=0.1223, over 2474662.69 frames. utt_duration=488 frames, utt_pad_proportion=0.07343, over 20346.67 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3658, pruned_loss=0.1264, over 2467965.94 frames. utt_duration=1210 frames, utt_pad_proportion=0.0696, over 8170.46 utterances.], giga_tot_loss[loss=0.3032, simple_loss=0.3614, pruned_loss=0.1225, over 2475500.59 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07314, over 22156.52 utterances.], batch size: 27, lr: 1.01e-03
2022-08-21 02:26:42,501 INFO [train.py:927] (6/8) Epoch 2, batch 17000, giga_loss[loss=0.3266, simple_loss=0.38, pruned_loss=0.1366, over 12420.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03827, over 133.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.3614, pruned_loss=0.1227, over 2474517.87 frames. utt_duration=481 frames, utt_pad_proportion=0.07501, over 20641.75 utterances.], libri_tot_loss[loss=0.3093, simple_loss=0.3656, pruned_loss=0.1264, over 2468009.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.06906, over 8180.81 utterances.], giga_tot_loss[loss=0.3036, simple_loss=0.3616, pruned_loss=0.1228, over 2475321.82 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07491, over 22344.95 utterances.], batch size: 133, lr: 1.01e-03
2022-08-21 02:28:25,394 INFO [train.py:927] (6/8) Epoch 2, batch 17050, giga_loss[loss=0.2879, simple_loss=0.3521, pruned_loss=0.1119, over 12382.00 frames. utt_duration=546 frames, utt_pad_proportion=0.02682, over 91.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3599, pruned_loss=0.1217, over 2474519.60 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07414, over 20456.53 utterances.], libri_tot_loss[loss=0.3081, simple_loss=0.3646, pruned_loss=0.1258, over 2468056.33 frames. utt_duration=1212 frames, utt_pad_proportion=0.06793, over 8155.77 utterances.], giga_tot_loss[loss=0.3026, simple_loss=0.3608, pruned_loss=0.1222, over 2475284.44 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07455, over 22180.29 utterances.], batch size: 91, lr: 1.01e-03
2022-08-21 02:30:08,813 INFO [train.py:927] (6/8) Epoch 2, batch 17100, giga_loss[loss=0.2591, simple_loss=0.3337, pruned_loss=0.0922, over 12211.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04013, over 28.00 utterances.], tot_loss[loss=0.3016, simple_loss=0.3601, pruned_loss=0.1215, over 2474787.96 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07399, over 20523.06 utterances.], libri_tot_loss[loss=0.3075, simple_loss=0.3641, pruned_loss=0.1254, over 2467678.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.06627, over 8107.86 utterances.], giga_tot_loss[loss=0.3028, simple_loss=0.3612, pruned_loss=0.1222, over 2475965.62 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07494, over 22353.68 utterances.], batch size: 28, lr: 1.01e-03
2022-08-21 02:31:50,952 INFO [train.py:927] (6/8) Epoch 2, batch 17150, libri_loss[loss=0.2998, simple_loss=0.3589, pruned_loss=0.1203, over 12383.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006431, over 34.00 utterances.], tot_loss[loss=0.2995, simple_loss=0.3586, pruned_loss=0.1202, over 2474866.32 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07127, over 20161.43 utterances.], libri_tot_loss[loss=0.3074, simple_loss=0.3642, pruned_loss=0.1254, over 2467755.08 frames. utt_duration=1222 frames, utt_pad_proportion=0.06502, over 8087.34 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3593, pruned_loss=0.1206, over 2475895.07 frames. utt_duration=453.5 frames, utt_pad_proportion=0.0727, over 21909.99 utterances.], batch size: 34, lr: 1.01e-03
2022-08-21 02:33:36,397 INFO [train.py:927] (6/8) Epoch 2, batch 17200, giga_loss[loss=0.2958, simple_loss=0.3485, pruned_loss=0.1216, over 12443.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03349, over 105.00 utterances.], tot_loss[loss=0.2976, simple_loss=0.3564, pruned_loss=0.1194, over 2474718.69 frames. utt_duration=484 frames, utt_pad_proportion=0.07511, over 20514.16 utterances.], libri_tot_loss[loss=0.3073, simple_loss=0.3641, pruned_loss=0.1252, over 2467969.27 frames. utt_duration=1224 frames, utt_pad_proportion=0.06425, over 8073.11 utterances.], giga_tot_loss[loss=0.2983, simple_loss=0.3569, pruned_loss=0.1198, over 2475440.09 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07626, over 22063.39 utterances.], batch size: 105, lr: 1.01e-03
2022-08-21 02:35:21,214 INFO [train.py:927] (6/8) Epoch 2, batch 17250, giga_loss[loss=0.3007, simple_loss=0.3584, pruned_loss=0.1215, over 12434.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03732, over 133.00 utterances.], tot_loss[loss=0.2936, simple_loss=0.3524, pruned_loss=0.1174, over 2474654.15 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06962, over 19836.48 utterances.], libri_tot_loss[loss=0.3062, simple_loss=0.3632, pruned_loss=0.1246, over 2467876.79 frames. utt_duration=1232 frames, utt_pad_proportion=0.06291, over 8023.58 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3533, pruned_loss=0.1181, over 2475505.45 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07146, over 21444.07 utterances.], batch size: 133, lr: 1.01e-03
2022-08-21 02:37:08,008 INFO [train.py:927] (6/8) Epoch 2, batch 17300, giga_loss[loss=0.2886, simple_loss=0.3509, pruned_loss=0.1132, over 12385.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0413, over 133.00 utterances.], tot_loss[loss=0.2919, simple_loss=0.3512, pruned_loss=0.1163, over 2474624.05 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07338, over 20602.20 utterances.], libri_tot_loss[loss=0.3058, simple_loss=0.3629, pruned_loss=0.1243, over 2467695.65 frames. utt_duration=1237 frames, utt_pad_proportion=0.06202, over 7989.37 utterances.], giga_tot_loss[loss=0.2929, simple_loss=0.352, pruned_loss=0.1169, over 2475613.86 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07488, over 22182.09 utterances.], batch size: 133, lr: 1.01e-03
2022-08-21 02:38:52,725 INFO [train.py:927] (6/8) Epoch 2, batch 17350, giga_loss[loss=0.2551, simple_loss=0.3367, pruned_loss=0.08675, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.349, pruned_loss=0.1127, over 2474843.15 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07617, over 21722.64 utterances.], libri_tot_loss[loss=0.3048, simple_loss=0.3619, pruned_loss=0.1238, over 2467667.60 frames. utt_duration=1241 frames, utt_pad_proportion=0.0607, over 7963.85 utterances.], giga_tot_loss[loss=0.2885, simple_loss=0.3502, pruned_loss=0.1134, over 2475839.90 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07764, over 23341.24 utterances.], batch size: 105, lr: 1.01e-03
2022-08-21 02:40:44,379 INFO [train.py:927] (6/8) Epoch 2, batch 17400, giga_loss[loss=0.2645, simple_loss=0.3374, pruned_loss=0.09582, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02989, over 45.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3458, pruned_loss=0.1085, over 2475298.70 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07828, over 22896.02 utterances.], libri_tot_loss[loss=0.3047, simple_loss=0.3619, pruned_loss=0.1238, over 2467405.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.06004, over 7941.49 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3465, pruned_loss=0.109, over 2476411.60 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07951, over 24389.82 utterances.], batch size: 45, lr: 1.01e-03
2022-08-21 02:42:26,459 INFO [train.py:927] (6/8) Epoch 2, batch 17450, giga_loss[loss=0.2259, simple_loss=0.3127, pruned_loss=0.0696, over 12393.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02648, over 91.00 utterances.], tot_loss[loss=0.2753, simple_loss=0.3428, pruned_loss=0.1038, over 2475975.33 frames. utt_duration=428 frames, utt_pad_proportion=0.07452, over 23218.19 utterances.], libri_tot_loss[loss=0.3047, simple_loss=0.3622, pruned_loss=0.1236, over 2467439.61 frames. utt_duration=1247 frames, utt_pad_proportion=0.05939, over 7922.44 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3429, pruned_loss=0.1041, over 2476916.21 frames. utt_duration=404 frames, utt_pad_proportion=0.07592, over 24615.35 utterances.], batch size: 91, lr: 1.00e-03
2022-08-21 02:44:09,174 INFO [train.py:927] (6/8) Epoch 2, batch 17500, giga_loss[loss=0.2739, simple_loss=0.3471, pruned_loss=0.1004, over 12387.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.0526, over 161.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3412, pruned_loss=0.102, over 2476013.80 frames. utt_duration=420.4 frames, utt_pad_proportion=0.07542, over 23638.76 utterances.], libri_tot_loss[loss=0.3046, simple_loss=0.3621, pruned_loss=0.1236, over 2467782.99 frames. utt_duration=1247 frames, utt_pad_proportion=0.05868, over 7925.97 utterances.], giga_tot_loss[loss=0.2725, simple_loss=0.341, pruned_loss=0.102, over 2476611.25 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07677, over 25005.80 utterances.], batch size: 161, lr: 1.00e-03
2022-08-21 02:45:51,749 INFO [train.py:927] (6/8) Epoch 2, batch 17550, giga_loss[loss=0.2716, simple_loss=0.3462, pruned_loss=0.09846, over 12380.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3372, pruned_loss=0.09893, over 2476039.36 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07407, over 23616.34 utterances.], libri_tot_loss[loss=0.3041, simple_loss=0.3615, pruned_loss=0.1233, over 2467610.38 frames. utt_duration=1250 frames, utt_pad_proportion=0.05804, over 7903.19 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3373, pruned_loss=0.09877, over 2476770.20 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07546, over 24935.84 utterances.], batch size: 91, lr: 1.00e-03
2022-08-21 02:47:34,176 INFO [train.py:927] (6/8) Epoch 2, batch 17600, giga_loss[loss=0.2271, simple_loss=0.3056, pruned_loss=0.07432, over 12474.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0352, over 40.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3351, pruned_loss=0.09647, over 2475642.20 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07396, over 23208.96 utterances.], libri_tot_loss[loss=0.304, simple_loss=0.3614, pruned_loss=0.1233, over 2467702.91 frames. utt_duration=1250 frames, utt_pad_proportion=0.05788, over 7905.20 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.335, pruned_loss=0.09617, over 2476212.50 frames. utt_duration=407.7 frames, utt_pad_proportion=0.07517, over 24381.53 utterances.], batch size: 40, lr: 1.00e-03
2022-08-21 02:49:15,431 INFO [train.py:927] (6/8) Epoch 2, batch 17650, giga_loss[loss=0.2019, simple_loss=0.2872, pruned_loss=0.05834, over 12412.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03883, over 133.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3335, pruned_loss=0.09472, over 2475910.26 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07437, over 23726.18 utterances.], libri_tot_loss[loss=0.3053, simple_loss=0.3627, pruned_loss=0.124, over 2467914.04 frames. utt_duration=1251 frames, utt_pad_proportion=0.05665, over 7901.94 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3317, pruned_loss=0.0931, over 2476411.47 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07578, over 25090.95 utterances.], batch size: 133, lr: 1.00e-03
2022-08-21 02:50:59,450 INFO [train.py:927] (6/8) Epoch 2, batch 17700, giga_loss[loss=0.2668, simple_loss=0.3353, pruned_loss=0.09915, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05427, over 162.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3292, pruned_loss=0.0921, over 2475866.50 frames. utt_duration=417.4 frames, utt_pad_proportion=0.07196, over 23807.65 utterances.], libri_tot_loss[loss=0.3046, simple_loss=0.3621, pruned_loss=0.1236, over 2468086.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.05598, over 7906.67 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3274, pruned_loss=0.09039, over 2476313.67 frames. utt_duration=392.9 frames, utt_pad_proportion=0.07354, over 25301.77 utterances.], batch size: 162, lr: 1.00e-03
2022-08-21 02:52:44,061 INFO [train.py:927] (6/8) Epoch 2, batch 17750, giga_loss[loss=0.2753, simple_loss=0.3483, pruned_loss=0.1011, over 12438.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04424, over 134.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3287, pruned_loss=0.09253, over 2476270.63 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07073, over 23253.89 utterances.], libri_tot_loss[loss=0.3046, simple_loss=0.3619, pruned_loss=0.1236, over 2468181.79 frames. utt_duration=1251 frames, utt_pad_proportion=0.05556, over 7901.22 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3266, pruned_loss=0.09024, over 2476752.39 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07237, over 24882.23 utterances.], batch size: 134, lr: 1.00e-03
2022-08-21 02:54:41,112 INFO [train.py:927] (6/8) Epoch 2, batch 17800, giga_loss[loss=0.2534, simple_loss=0.3461, pruned_loss=0.08035, over 12446.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04501, over 161.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3311, pruned_loss=0.09322, over 2476157.02 frames. utt_duration=420.7 frames, utt_pad_proportion=0.07322, over 23625.63 utterances.], libri_tot_loss[loss=0.3051, simple_loss=0.3622, pruned_loss=0.124, over 2468271.18 frames. utt_duration=1242 frames, utt_pad_proportion=0.0561, over 7957.41 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3282, pruned_loss=0.0901, over 2476722.80 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07447, over 25392.97 utterances.], batch size: 161, lr: 1.00e-03
2022-08-21 02:56:44,375 INFO [train.py:927] (6/8) Epoch 2, batch 17850, giga_loss[loss=0.2819, simple_loss=0.3388, pruned_loss=0.1125, over 12372.00 frames. utt_duration=194.7 frames, utt_pad_proportion=0.09876, over 256.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3296, pruned_loss=0.09254, over 2476284.83 frames. utt_duration=407.7 frames, utt_pad_proportion=0.07486, over 24380.12 utterances.], libri_tot_loss[loss=0.3042, simple_loss=0.3613, pruned_loss=0.1235, over 2468338.74 frames. utt_duration=1246 frames, utt_pad_proportion=0.05479, over 7936.16 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3271, pruned_loss=0.08945, over 2476931.12 frames. utt_duration=377.8 frames, utt_pad_proportion=0.07623, over 26318.80 utterances.], batch size: 256, lr: 1.00e-03
2022-08-21 02:58:40,526 INFO [train.py:927] (6/8) Epoch 2, batch 17900, giga_loss[loss=0.22, simple_loss=0.3081, pruned_loss=0.06593, over 12376.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04236, over 133.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3272, pruned_loss=0.08968, over 2476545.47 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07424, over 24548.49 utterances.], libri_tot_loss[loss=0.303, simple_loss=0.3603, pruned_loss=0.1228, over 2468227.23 frames. utt_duration=1252 frames, utt_pad_proportion=0.05327, over 7896.16 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3249, pruned_loss=0.08673, over 2477462.55 frames. utt_duration=372.3 frames, utt_pad_proportion=0.07596, over 26715.96 utterances.], batch size: 133, lr: 1.00e-03
2022-08-21 03:00:47,249 INFO [train.py:927] (6/8) Epoch 2, batch 17950, giga_loss[loss=0.2678, simple_loss=0.3408, pruned_loss=0.09741, over 12408.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0442, over 146.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3236, pruned_loss=0.08792, over 2476327.73 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07148, over 24077.06 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3589, pruned_loss=0.122, over 2467972.61 frames. utt_duration=1258 frames, utt_pad_proportion=0.05234, over 7859.69 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3219, pruned_loss=0.08522, over 2477544.76 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0735, over 26361.41 utterances.], batch size: 146, lr: 9.99e-04
2022-08-21 03:02:39,103 INFO [train.py:927] (6/8) Epoch 2, batch 18000, giga_loss[loss=0.2223, simple_loss=0.3041, pruned_loss=0.07027, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02736, over 42.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3221, pruned_loss=0.08652, over 2476168.90 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06792, over 23552.27 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3581, pruned_loss=0.1215, over 2467771.51 frames. utt_duration=1262 frames, utt_pad_proportion=0.0516, over 7829.72 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3208, pruned_loss=0.08419, over 2477438.82 frames. utt_duration=387.4 frames, utt_pad_proportion=0.07013, over 25667.24 utterances.], batch size: 42, lr: 9.99e-04
2022-08-21 03:02:39,104 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 03:02:53,874 INFO [train.py:967] (6/8) Epoch 2, validation: loss=0.2179, simple_loss=0.3203, pruned_loss=0.05773, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 03:04:58,773 INFO [train.py:927] (6/8) Epoch 2, batch 18050, giga_loss[loss=0.1982, simple_loss=0.2851, pruned_loss=0.05565, over 12467.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03438, over 98.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3242, pruned_loss=0.08685, over 2476880.79 frames. utt_duration=425.9 frames, utt_pad_proportion=0.0652, over 23332.57 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3583, pruned_loss=0.1218, over 2467953.32 frames. utt_duration=1251 frames, utt_pad_proportion=0.05552, over 7899.03 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.322, pruned_loss=0.08374, over 2477976.66 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06623, over 25394.46 utterances.], batch size: 98, lr: 9.98e-04
2022-08-21 03:07:06,759 INFO [train.py:927] (6/8) Epoch 2, batch 18100, giga_loss[loss=0.2643, simple_loss=0.3291, pruned_loss=0.09974, over 12393.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07057, over 211.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3235, pruned_loss=0.08684, over 2477559.33 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06723, over 24612.15 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3582, pruned_loss=0.1217, over 2468077.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.05497, over 7897.48 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3215, pruned_loss=0.08404, over 2478441.88 frames. utt_duration=376 frames, utt_pad_proportion=0.06805, over 26453.58 utterances.], batch size: 211, lr: 9.98e-04
2022-08-21 03:09:10,423 INFO [train.py:927] (6/8) Epoch 2, batch 18150, giga_loss[loss=0.2468, simple_loss=0.3344, pruned_loss=0.07959, over 12351.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.0283, over 91.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3259, pruned_loss=0.08566, over 2477889.41 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06654, over 24776.26 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3582, pruned_loss=0.1217, over 2468077.20 frames. utt_duration=1252 frames, utt_pad_proportion=0.05497, over 7897.48 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3243, pruned_loss=0.08349, over 2478576.31 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06723, over 26209.47 utterances.], batch size: 91, lr: 9.97e-04
2022-08-21 03:11:18,525 INFO [train.py:927] (6/8) Epoch 2, batch 18200, giga_loss[loss=0.206, simple_loss=0.2908, pruned_loss=0.06062, over 12390.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04243, over 37.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.325, pruned_loss=0.08396, over 2477909.72 frames. utt_duration=384 frames, utt_pad_proportion=0.07036, over 25897.77 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3579, pruned_loss=0.1216, over 2467972.97 frames. utt_duration=1255 frames, utt_pad_proportion=0.05437, over 7876.12 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3236, pruned_loss=0.08189, over 2478660.83 frames. utt_duration=365 frames, utt_pad_proportion=0.07086, over 27254.38 utterances.], batch size: 37, lr: 9.96e-04
2022-08-21 03:13:21,370 INFO [train.py:927] (6/8) Epoch 2, batch 18250, giga_loss[loss=0.1973, simple_loss=0.2799, pruned_loss=0.05733, over 12423.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03843, over 37.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3249, pruned_loss=0.0848, over 2477861.66 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06989, over 25450.10 utterances.], libri_tot_loss[loss=0.3005, simple_loss=0.3578, pruned_loss=0.1216, over 2467769.12 frames. utt_duration=1256 frames, utt_pad_proportion=0.05455, over 7865.95 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3231, pruned_loss=0.08233, over 2478860.79 frames. utt_duration=369 frames, utt_pad_proportion=0.07041, over 26957.50 utterances.], batch size: 37, lr: 9.96e-04
2022-08-21 03:15:50,449 INFO [train.py:927] (6/8) Epoch 2, batch 18300, giga_loss[loss=0.3152, simple_loss=0.3516, pruned_loss=0.1394, over 12410.00 frames. utt_duration=197.2 frames, utt_pad_proportion=0.08681, over 253.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3287, pruned_loss=0.08818, over 2478394.53 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06749, over 25204.49 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3596, pruned_loss=0.1224, over 2468132.06 frames. utt_duration=1259 frames, utt_pad_proportion=0.05348, over 7850.03 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3249, pruned_loss=0.08452, over 2479156.68 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06844, over 26901.73 utterances.], batch size: 253, lr: 9.95e-04
2022-08-21 03:18:00,102 INFO [train.py:927] (6/8) Epoch 2, batch 18350, giga_loss[loss=0.2455, simple_loss=0.3226, pruned_loss=0.08419, over 12400.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05447, over 181.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3252, pruned_loss=0.08592, over 2478191.12 frames. utt_duration=399.6 frames, utt_pad_proportion=0.06522, over 24881.01 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.359, pruned_loss=0.122, over 2468282.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.05252, over 7836.88 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3219, pruned_loss=0.08256, over 2478907.20 frames. utt_duration=373.3 frames, utt_pad_proportion=0.06645, over 26645.32 utterances.], batch size: 181, lr: 9.95e-04
2022-08-21 03:20:03,577 INFO [train.py:927] (6/8) Epoch 2, batch 18400, giga_loss[loss=0.2484, simple_loss=0.3288, pruned_loss=0.08396, over 12449.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.02887, over 80.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3239, pruned_loss=0.08542, over 2478655.97 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06481, over 24502.43 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3588, pruned_loss=0.122, over 2468374.73 frames. utt_duration=1264 frames, utt_pad_proportion=0.05171, over 7818.30 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3209, pruned_loss=0.08213, over 2479311.59 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06609, over 26217.21 utterances.], batch size: 80, lr: 9.94e-04
2022-08-21 03:22:03,290 INFO [train.py:927] (6/8) Epoch 2, batch 18450, giga_loss[loss=0.2584, simple_loss=0.3285, pruned_loss=0.09412, over 12395.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03673, over 113.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3241, pruned_loss=0.08608, over 2478516.90 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06389, over 24316.91 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3578, pruned_loss=0.1213, over 2468280.76 frames. utt_duration=1270 frames, utt_pad_proportion=0.05035, over 7786.00 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3215, pruned_loss=0.08298, over 2479444.68 frames. utt_duration=379 frames, utt_pad_proportion=0.06547, over 26246.09 utterances.], batch size: 113, lr: 9.94e-04
2022-08-21 03:24:08,731 INFO [train.py:927] (6/8) Epoch 2, batch 18500, giga_loss[loss=0.2161, simple_loss=0.3066, pruned_loss=0.06277, over 12384.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02765, over 70.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3245, pruned_loss=0.08731, over 2477856.68 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06531, over 24191.33 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3577, pruned_loss=0.1212, over 2468099.06 frames. utt_duration=1260 frames, utt_pad_proportion=0.05425, over 7845.88 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3218, pruned_loss=0.08415, over 2478980.20 frames. utt_duration=382 frames, utt_pad_proportion=0.06568, over 26041.08 utterances.], batch size: 70, lr: 9.93e-04
2022-08-21 03:26:21,007 INFO [train.py:927] (6/8) Epoch 2, batch 18550, giga_loss[loss=0.2538, simple_loss=0.3384, pruned_loss=0.08461, over 12408.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07023, over 212.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3256, pruned_loss=0.08713, over 2478024.34 frames. utt_duration=409.1 frames, utt_pad_proportion=0.06781, over 24297.84 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.357, pruned_loss=0.1208, over 2468089.77 frames. utt_duration=1260 frames, utt_pad_proportion=0.05413, over 7846.68 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3235, pruned_loss=0.08444, over 2479099.20 frames. utt_duration=382 frames, utt_pad_proportion=0.06803, over 26043.30 utterances.], batch size: 212, lr: 9.93e-04
2022-08-21 03:28:36,678 INFO [train.py:927] (6/8) Epoch 2, batch 18600, giga_loss[loss=0.2169, simple_loss=0.2937, pruned_loss=0.07009, over 12398.00 frames. utt_duration=856.2 frames, utt_pad_proportion=0.02814, over 58.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3236, pruned_loss=0.0869, over 2478070.10 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06794, over 24122.60 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3572, pruned_loss=0.1211, over 2468261.12 frames. utt_duration=1250 frames, utt_pad_proportion=0.05695, over 7907.85 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3212, pruned_loss=0.08383, over 2478949.81 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06743, over 25745.68 utterances.], batch size: 58, lr: 9.92e-04
2022-08-21 03:30:34,200 INFO [train.py:927] (6/8) Epoch 2, batch 18650, giga_loss[loss=0.213, simple_loss=0.299, pruned_loss=0.06345, over 12387.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02742, over 91.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3196, pruned_loss=0.08558, over 2476770.10 frames. utt_duration=421.1 frames, utt_pad_proportion=0.06607, over 23594.47 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3564, pruned_loss=0.1206, over 2467802.93 frames. utt_duration=1258 frames, utt_pad_proportion=0.05514, over 7857.10 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.317, pruned_loss=0.08218, over 2478271.22 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06639, over 25605.40 utterances.], batch size: 91, lr: 9.92e-04
2022-08-21 03:32:31,589 INFO [train.py:927] (6/8) Epoch 2, batch 18700, giga_loss[loss=0.1955, simple_loss=0.2615, pruned_loss=0.06476, over 12361.00 frames. utt_duration=140.9 frames, utt_pad_proportion=0.171, over 354.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3203, pruned_loss=0.08578, over 2476238.55 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06711, over 23735.74 utterances.], libri_tot_loss[loss=0.299, simple_loss=0.3567, pruned_loss=0.1207, over 2467511.97 frames. utt_duration=1260 frames, utt_pad_proportion=0.05453, over 7840.30 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3174, pruned_loss=0.08259, over 2477825.52 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06749, over 25549.20 utterances.], batch size: 354, lr: 9.91e-04
2022-08-21 03:34:36,945 INFO [train.py:927] (6/8) Epoch 2, batch 18750, giga_loss[loss=0.2195, simple_loss=0.3049, pruned_loss=0.06711, over 12443.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04777, over 147.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3174, pruned_loss=0.08304, over 2476169.82 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06736, over 24191.55 utterances.], libri_tot_loss[loss=0.2985, simple_loss=0.3564, pruned_loss=0.1203, over 2467449.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05372, over 7815.64 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3148, pruned_loss=0.08017, over 2477637.40 frames. utt_duration=383.3 frames, utt_pad_proportion=0.06791, over 25939.42 utterances.], batch size: 147, lr: 9.91e-04
2022-08-21 03:36:56,205 INFO [train.py:927] (6/8) Epoch 2, batch 18800, giga_loss[loss=0.213, simple_loss=0.286, pruned_loss=0.07, over 12346.00 frames. utt_duration=1594 frames, utt_pad_proportion=0.04482, over 31.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3163, pruned_loss=0.08304, over 2476661.72 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06715, over 24726.32 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3564, pruned_loss=0.1206, over 2467564.09 frames. utt_duration=1263 frames, utt_pad_proportion=0.05343, over 7824.32 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3137, pruned_loss=0.08003, over 2477841.29 frames. utt_duration=377.5 frames, utt_pad_proportion=0.06771, over 26341.54 utterances.], batch size: 31, lr: 9.90e-04
2022-08-21 03:38:55,438 INFO [train.py:927] (6/8) Epoch 2, batch 18850, giga_loss[loss=0.2696, simple_loss=0.3352, pruned_loss=0.1021, over 12401.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07029, over 212.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3166, pruned_loss=0.0837, over 2476728.64 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06445, over 23682.71 utterances.], libri_tot_loss[loss=0.2981, simple_loss=0.3558, pruned_loss=0.1202, over 2467780.91 frames. utt_duration=1263 frames, utt_pad_proportion=0.05289, over 7822.91 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3137, pruned_loss=0.08038, over 2477779.40 frames. utt_duration=390 frames, utt_pad_proportion=0.06536, over 25488.32 utterances.], batch size: 212, lr: 9.89e-04
2022-08-21 03:40:51,831 INFO [train.py:927] (6/8) Epoch 2, batch 18900, giga_loss[loss=0.2375, simple_loss=0.3192, pruned_loss=0.07785, over 12381.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04755, over 160.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3157, pruned_loss=0.08283, over 2477163.72 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06647, over 23997.52 utterances.], libri_tot_loss[loss=0.2983, simple_loss=0.356, pruned_loss=0.1203, over 2467707.92 frames. utt_duration=1253 frames, utt_pad_proportion=0.05663, over 7886.28 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3128, pruned_loss=0.07968, over 2478171.89 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06616, over 25575.08 utterances.], batch size: 160, lr: 9.89e-04
2022-08-21 03:42:53,300 INFO [train.py:927] (6/8) Epoch 2, batch 18950, giga_loss[loss=0.2533, simple_loss=0.3267, pruned_loss=0.08993, over 12426.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.02713, over 80.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3177, pruned_loss=0.08251, over 2477591.19 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06742, over 24611.22 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.356, pruned_loss=0.1202, over 2467813.38 frames. utt_duration=1254 frames, utt_pad_proportion=0.05643, over 7878.85 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3152, pruned_loss=0.07997, over 2478330.82 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06719, over 25921.48 utterances.], batch size: 80, lr: 9.88e-04
2022-08-21 03:44:49,069 INFO [train.py:927] (6/8) Epoch 2, batch 19000, giga_loss[loss=0.2384, simple_loss=0.3117, pruned_loss=0.08254, over 12297.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02551, over 45.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3212, pruned_loss=0.08401, over 2476940.72 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06727, over 23931.12 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3581, pruned_loss=0.121, over 2467590.07 frames. utt_duration=1249 frames, utt_pad_proportion=0.05897, over 7912.32 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3162, pruned_loss=0.08013, over 2478042.67 frames. utt_duration=390.3 frames, utt_pad_proportion=0.0664, over 25472.08 utterances.], batch size: 45, lr: 9.88e-04
2022-08-21 03:46:49,264 INFO [train.py:927] (6/8) Epoch 2, batch 19050, giga_loss[loss=0.2134, simple_loss=0.3065, pruned_loss=0.06019, over 12352.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02732, over 66.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3206, pruned_loss=0.0836, over 2477638.83 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06842, over 24308.37 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3583, pruned_loss=0.1209, over 2468014.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.05757, over 7902.30 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3154, pruned_loss=0.07945, over 2478447.97 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06814, over 26051.48 utterances.], batch size: 66, lr: 9.87e-04
2022-08-21 03:48:48,077 INFO [train.py:927] (6/8) Epoch 2, batch 19100, giga_loss[loss=0.2313, simple_loss=0.3071, pruned_loss=0.0777, over 12418.00 frames. utt_duration=547 frames, utt_pad_proportion=0.02319, over 91.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3184, pruned_loss=0.08356, over 2477517.54 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06906, over 23993.62 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3577, pruned_loss=0.1206, over 2468009.92 frames. utt_duration=1258 frames, utt_pad_proportion=0.05572, over 7859.83 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.3131, pruned_loss=0.0789, over 2478535.70 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06946, over 26109.09 utterances.], batch size: 91, lr: 9.87e-04
2022-08-21 03:50:54,843 INFO [train.py:927] (6/8) Epoch 2, batch 19150, libri_loss[loss=0.2294, simple_loss=0.294, pruned_loss=0.08242, over 12395.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006904, over 31.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3197, pruned_loss=0.08404, over 2477502.68 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06778, over 24170.10 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3569, pruned_loss=0.1202, over 2467905.55 frames. utt_duration=1261 frames, utt_pad_proportion=0.05468, over 7839.42 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3154, pruned_loss=0.07992, over 2478636.57 frames. utt_duration=378.8 frames, utt_pad_proportion=0.06854, over 26257.70 utterances.], batch size: 31, lr: 9.86e-04
2022-08-21 03:52:52,868 INFO [train.py:927] (6/8) Epoch 2, batch 19200, giga_loss[loss=0.3107, simple_loss=0.3742, pruned_loss=0.1236, over 12407.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.069, over 211.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3224, pruned_loss=0.08542, over 2477798.41 frames. utt_duration=409 frames, utt_pad_proportion=0.06518, over 24304.32 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3568, pruned_loss=0.1202, over 2468158.89 frames. utt_duration=1256 frames, utt_pad_proportion=0.05491, over 7870.99 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3182, pruned_loss=0.08127, over 2478667.48 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06601, over 26305.13 utterances.], batch size: 211, lr: 9.86e-04
2022-08-21 03:54:52,799 INFO [train.py:927] (6/8) Epoch 2, batch 19250, giga_loss[loss=0.2167, simple_loss=0.3071, pruned_loss=0.06315, over 12452.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.02743, over 75.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.327, pruned_loss=0.08675, over 2478051.15 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06181, over 23844.86 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3587, pruned_loss=0.1206, over 2468129.75 frames. utt_duration=1259 frames, utt_pad_proportion=0.05367, over 7851.11 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3211, pruned_loss=0.08211, over 2479055.09 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06315, over 25924.99 utterances.], batch size: 75, lr: 9.85e-04
2022-08-21 03:57:12,946 INFO [train.py:927] (6/8) Epoch 2, batch 19300, giga_loss[loss=0.2761, simple_loss=0.3267, pruned_loss=0.1127, over 12401.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09364, over 256.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.324, pruned_loss=0.08537, over 2478194.25 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06155, over 24466.77 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3587, pruned_loss=0.1206, over 2468129.75 frames. utt_duration=1259 frames, utt_pad_proportion=0.05367, over 7851.11 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3193, pruned_loss=0.08176, over 2478975.62 frames. utt_duration=381.3 frames, utt_pad_proportion=0.0626, over 26085.76 utterances.], batch size: 256, lr: 9.85e-04
2022-08-21 03:59:12,573 INFO [train.py:927] (6/8) Epoch 2, batch 19350, giga_loss[loss=0.2373, simple_loss=0.3182, pruned_loss=0.07824, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04349, over 146.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3223, pruned_loss=0.08499, over 2477718.80 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06811, over 25157.24 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3582, pruned_loss=0.1203, over 2467817.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.06163, over 7964.76 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3178, pruned_loss=0.08117, over 2478951.72 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06637, over 26900.18 utterances.], batch size: 146, lr: 9.84e-04
2022-08-21 04:01:27,621 INFO [train.py:927] (6/8) Epoch 2, batch 19400, giga_loss[loss=0.2293, simple_loss=0.3151, pruned_loss=0.07176, over 12462.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02912, over 80.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3199, pruned_loss=0.08427, over 2477776.08 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06917, over 25386.73 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.358, pruned_loss=0.1202, over 2467811.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.06118, over 7951.16 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3163, pruned_loss=0.08109, over 2478836.76 frames. utt_duration=369.5 frames, utt_pad_proportion=0.06788, over 26924.05 utterances.], batch size: 80, lr: 9.84e-04
2022-08-21 04:03:30,902 INFO [train.py:927] (6/8) Epoch 2, batch 19450, libri_loss[loss=0.2754, simple_loss=0.3401, pruned_loss=0.1053, over 12342.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006374, over 33.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3186, pruned_loss=0.08313, over 2478152.07 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06869, over 24802.45 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3569, pruned_loss=0.1198, over 2468023.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.05997, over 7912.70 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3154, pruned_loss=0.0798, over 2479124.39 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06805, over 26612.23 utterances.], batch size: 33, lr: 9.83e-04
2022-08-21 04:05:21,719 INFO [train.py:927] (6/8) Epoch 2, batch 19500, giga_loss[loss=0.2461, simple_loss=0.3213, pruned_loss=0.08541, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03032, over 45.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3199, pruned_loss=0.08245, over 2478023.46 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06913, over 24686.57 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3559, pruned_loss=0.119, over 2468144.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05851, over 7888.11 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.317, pruned_loss=0.07933, over 2479010.67 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06903, over 26663.10 utterances.], batch size: 45, lr: 9.83e-04
2022-08-21 04:07:31,692 INFO [train.py:927] (6/8) Epoch 2, batch 19550, giga_loss[loss=0.2089, simple_loss=0.297, pruned_loss=0.06038, over 12452.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.0336, over 105.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3199, pruned_loss=0.08258, over 2478170.62 frames. utt_duration=399.3 frames, utt_pad_proportion=0.0697, over 24901.40 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3556, pruned_loss=0.1188, over 2468320.99 frames. utt_duration=1256 frames, utt_pad_proportion=0.05768, over 7872.47 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3174, pruned_loss=0.07962, over 2478977.06 frames. utt_duration=371.6 frames, utt_pad_proportion=0.06983, over 26768.97 utterances.], batch size: 105, lr: 9.82e-04
2022-08-21 04:09:44,933 INFO [train.py:927] (6/8) Epoch 2, batch 19600, giga_loss[loss=0.2723, simple_loss=0.338, pruned_loss=0.1033, over 12406.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07456, over 213.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3203, pruned_loss=0.0823, over 2477928.82 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06898, over 24785.60 utterances.], libri_tot_loss[loss=0.2958, simple_loss=0.355, pruned_loss=0.1183, over 2468187.46 frames. utt_duration=1257 frames, utt_pad_proportion=0.05623, over 7865.96 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3175, pruned_loss=0.07911, over 2479049.66 frames. utt_duration=369.9 frames, utt_pad_proportion=0.06963, over 26896.97 utterances.], batch size: 213, lr: 9.81e-04
2022-08-21 04:11:56,046 INFO [train.py:927] (6/8) Epoch 2, batch 19650, giga_loss[loss=0.291, simple_loss=0.3576, pruned_loss=0.1122, over 12416.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03935, over 133.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3223, pruned_loss=0.08322, over 2478090.22 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06819, over 24812.90 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3547, pruned_loss=0.1184, over 2468539.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.05586, over 7884.04 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3192, pruned_loss=0.07952, over 2478975.76 frames. utt_duration=368.3 frames, utt_pad_proportion=0.06897, over 27010.06 utterances.], batch size: 133, lr: 9.81e-04
2022-08-21 04:14:14,543 INFO [train.py:927] (6/8) Epoch 2, batch 19700, giga_loss[loss=0.2465, simple_loss=0.3284, pruned_loss=0.08235, over 12439.00 frames. utt_duration=340 frames, utt_pad_proportion=0.03964, over 147.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3231, pruned_loss=0.08363, over 2477912.98 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06681, over 25049.91 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3541, pruned_loss=0.118, over 2468514.15 frames. utt_duration=1256 frames, utt_pad_proportion=0.05504, over 7871.40 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3206, pruned_loss=0.08037, over 2478783.68 frames. utt_duration=367.1 frames, utt_pad_proportion=0.06778, over 27094.92 utterances.], batch size: 147, lr: 9.80e-04
2022-08-21 04:16:36,401 INFO [train.py:927] (6/8) Epoch 2, batch 19750, giga_loss[loss=0.1925, simple_loss=0.2842, pruned_loss=0.05038, over 12358.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03176, over 51.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3206, pruned_loss=0.08203, over 2478456.03 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06395, over 24341.39 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3541, pruned_loss=0.1182, over 2468759.47 frames. utt_duration=1257 frames, utt_pad_proportion=0.05461, over 7865.70 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3184, pruned_loss=0.07903, over 2479012.37 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06507, over 26094.27 utterances.], batch size: 51, lr: 9.80e-04
2022-08-21 04:18:36,393 INFO [train.py:927] (6/8) Epoch 2, batch 19800, giga_loss[loss=0.2723, simple_loss=0.3499, pruned_loss=0.09729, over 12425.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04417, over 161.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.322, pruned_loss=0.08227, over 2478095.55 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06404, over 24495.54 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3557, pruned_loss=0.1187, over 2468834.55 frames. utt_duration=1254 frames, utt_pad_proportion=0.0547, over 7884.52 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3182, pruned_loss=0.07874, over 2478629.95 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06491, over 26176.55 utterances.], batch size: 161, lr: 9.79e-04
2022-08-21 04:20:32,288 INFO [train.py:927] (6/8) Epoch 2, batch 19850, giga_loss[loss=0.2678, simple_loss=0.3412, pruned_loss=0.09723, over 12380.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03592, over 113.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3235, pruned_loss=0.08306, over 2477731.05 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06681, over 24920.23 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3555, pruned_loss=0.1186, over 2468536.56 frames. utt_duration=1257 frames, utt_pad_proportion=0.05386, over 7866.95 utterances.], giga_tot_loss[loss=0.2399, simple_loss=0.3201, pruned_loss=0.0798, over 2478569.04 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06758, over 26549.29 utterances.], batch size: 113, lr: 9.79e-04
2022-08-21 04:22:26,227 INFO [train.py:927] (6/8) Epoch 2, batch 19900, giga_loss[loss=0.2947, simple_loss=0.361, pruned_loss=0.1141, over 12398.00 frames. utt_duration=275.2 frames, utt_pad_proportion=0.0542, over 181.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3212, pruned_loss=0.08231, over 2477207.64 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06846, over 24944.47 utterances.], libri_tot_loss[loss=0.2963, simple_loss=0.3555, pruned_loss=0.1186, over 2468441.69 frames. utt_duration=1256 frames, utt_pad_proportion=0.05353, over 7868.04 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3181, pruned_loss=0.07921, over 2478086.65 frames. utt_duration=375.7 frames, utt_pad_proportion=0.06914, over 26466.30 utterances.], batch size: 181, lr: 9.78e-04
2022-08-21 04:24:18,437 INFO [train.py:927] (6/8) Epoch 2, batch 19950, libri_loss[loss=0.2746, simple_loss=0.3336, pruned_loss=0.1078, over 12456.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006158, over 32.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3254, pruned_loss=0.08568, over 2477449.74 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06417, over 23848.83 utterances.], libri_tot_loss[loss=0.295, simple_loss=0.3543, pruned_loss=0.1178, over 2468653.59 frames. utt_duration=1263 frames, utt_pad_proportion=0.05236, over 7830.47 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.323, pruned_loss=0.08293, over 2478186.55 frames. utt_duration=389.1 frames, utt_pad_proportion=0.0654, over 25553.38 utterances.], batch size: 32, lr: 9.78e-04
2022-08-21 04:25:58,792 INFO [train.py:927] (6/8) Epoch 2, batch 20000, giga_loss[loss=0.2677, simple_loss=0.3427, pruned_loss=0.09637, over 12324.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03585, over 62.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3328, pruned_loss=0.09095, over 2475763.58 frames. utt_duration=455.2 frames, utt_pad_proportion=0.06095, over 21813.14 utterances.], libri_tot_loss[loss=0.2943, simple_loss=0.3536, pruned_loss=0.1175, over 2467977.67 frames. utt_duration=1265 frames, utt_pad_proportion=0.05124, over 7814.90 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3306, pruned_loss=0.08796, over 2477233.98 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06268, over 23744.97 utterances.], batch size: 62, lr: 9.77e-04
2022-08-21 04:27:39,601 INFO [train.py:927] (6/8) Epoch 2, batch 20050, giga_loss[loss=0.2071, simple_loss=0.2818, pruned_loss=0.0662, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02827, over 91.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.331, pruned_loss=0.09141, over 2475401.40 frames. utt_duration=474.1 frames, utt_pad_proportion=0.05941, over 20941.50 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.354, pruned_loss=0.1181, over 2468076.76 frames. utt_duration=1253 frames, utt_pad_proportion=0.05492, over 7890.93 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3286, pruned_loss=0.0881, over 2476572.80 frames. utt_duration=439.8 frames, utt_pad_proportion=0.05981, over 22589.63 utterances.], batch size: 91, lr: 9.77e-04
2022-08-21 04:29:21,489 INFO [train.py:927] (6/8) Epoch 2, batch 20100, giga_loss[loss=0.2081, simple_loss=0.2829, pruned_loss=0.06663, over 12395.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.02634, over 70.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3239, pruned_loss=0.08919, over 2475100.73 frames. utt_duration=493.3 frames, utt_pad_proportion=0.0614, over 20125.55 utterances.], libri_tot_loss[loss=0.2952, simple_loss=0.3538, pruned_loss=0.1183, over 2467970.00 frames. utt_duration=1257 frames, utt_pad_proportion=0.05389, over 7861.94 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3216, pruned_loss=0.08575, over 2476298.65 frames. utt_duration=456.9 frames, utt_pad_proportion=0.06194, over 21739.73 utterances.], batch size: 70, lr: 9.76e-04
2022-08-21 04:31:03,694 INFO [train.py:927] (6/8) Epoch 2, batch 20150, giga_loss[loss=0.219, simple_loss=0.2786, pruned_loss=0.07964, over 12480.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0337, over 40.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3157, pruned_loss=0.0858, over 2474844.18 frames. utt_duration=484.8 frames, utt_pad_proportion=0.06385, over 20477.87 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3542, pruned_loss=0.118, over 2468280.99 frames. utt_duration=1259 frames, utt_pad_proportion=0.0534, over 7854.02 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.313, pruned_loss=0.08295, over 2475601.93 frames. utt_duration=452.9 frames, utt_pad_proportion=0.06432, over 21930.79 utterances.], batch size: 40, lr: 9.76e-04
2022-08-21 04:32:46,738 INFO [train.py:927] (6/8) Epoch 2, batch 20200, giga_loss[loss=0.2074, simple_loss=0.2857, pruned_loss=0.06451, over 12316.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03556, over 51.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3117, pruned_loss=0.0828, over 2474372.19 frames. utt_duration=498.8 frames, utt_pad_proportion=0.0641, over 19897.79 utterances.], libri_tot_loss[loss=0.2966, simple_loss=0.3573, pruned_loss=0.118, over 2467803.67 frames. utt_duration=1263 frames, utt_pad_proportion=0.05263, over 7826.16 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3063, pruned_loss=0.07998, over 2475493.82 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06477, over 21286.39 utterances.], batch size: 51, lr: 9.75e-04
2022-08-21 04:34:27,800 INFO [train.py:927] (6/8) Epoch 2, batch 20250, giga_loss[loss=0.1935, simple_loss=0.2653, pruned_loss=0.06092, over 12369.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02799, over 48.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3094, pruned_loss=0.08327, over 2474518.51 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06283, over 18907.99 utterances.], libri_tot_loss[loss=0.2965, simple_loss=0.3568, pruned_loss=0.1182, over 2468052.16 frames. utt_duration=1255 frames, utt_pad_proportion=0.05508, over 7876.68 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3023, pruned_loss=0.07846, over 2475652.48 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06285, over 20762.01 utterances.], batch size: 48, lr: 9.75e-04
2022-08-21 04:36:12,027 INFO [train.py:927] (6/8) Epoch 2, batch 20300, giga_loss[loss=0.1906, simple_loss=0.26, pruned_loss=0.06056, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07432, over 212.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3021, pruned_loss=0.07998, over 2474123.72 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06182, over 18421.96 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3556, pruned_loss=0.1175, over 2468103.39 frames. utt_duration=1261 frames, utt_pad_proportion=0.05388, over 7839.87 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.2962, pruned_loss=0.07575, over 2475121.11 frames. utt_duration=491 frames, utt_pad_proportion=0.06239, over 20222.21 utterances.], batch size: 212, lr: 9.74e-04
2022-08-21 04:37:54,687 INFO [train.py:927] (6/8) Epoch 2, batch 20350, giga_loss[loss=0.2002, simple_loss=0.2708, pruned_loss=0.06485, over 12416.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04257, over 146.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.2976, pruned_loss=0.07858, over 2474330.24 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06375, over 18522.99 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.3552, pruned_loss=0.1177, over 2468247.22 frames. utt_duration=1262 frames, utt_pad_proportion=0.05267, over 7829.54 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2913, pruned_loss=0.07371, over 2475196.81 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06466, over 20334.36 utterances.], batch size: 146, lr: 9.74e-04
2022-08-21 04:39:37,538 INFO [train.py:927] (6/8) Epoch 2, batch 20400, giga_loss[loss=0.2076, simple_loss=0.2706, pruned_loss=0.07227, over 12298.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03783, over 51.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.2907, pruned_loss=0.07507, over 2474432.40 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06016, over 18158.48 utterances.], libri_tot_loss[loss=0.295, simple_loss=0.3547, pruned_loss=0.1176, over 2468022.31 frames. utt_duration=1265 frames, utt_pad_proportion=0.05218, over 7815.25 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2855, pruned_loss=0.07082, over 2475380.48 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06138, over 19731.01 utterances.], batch size: 51, lr: 9.73e-04
2022-08-21 04:41:22,598 INFO [train.py:927] (6/8) Epoch 2, batch 20450, libri_loss[loss=0.2943, simple_loss=0.3508, pruned_loss=0.119, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006435, over 33.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.2943, pruned_loss=0.07755, over 2474724.57 frames. utt_duration=516 frames, utt_pad_proportion=0.06698, over 19238.75 utterances.], libri_tot_loss[loss=0.295, simple_loss=0.3547, pruned_loss=0.1176, over 2468019.20 frames. utt_duration=1266 frames, utt_pad_proportion=0.05198, over 7809.17 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.29, pruned_loss=0.07401, over 2475502.98 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06759, over 20532.34 utterances.], batch size: 33, lr: 9.73e-04
2022-08-21 04:43:04,960 INFO [train.py:927] (6/8) Epoch 2, batch 20500, libri_loss[loss=0.3381, simple_loss=0.3774, pruned_loss=0.1494, over 12282.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007186, over 37.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.308, pruned_loss=0.0855, over 2473491.53 frames. utt_duration=530.6 frames, utt_pad_proportion=0.07113, over 18699.85 utterances.], libri_tot_loss[loss=0.2961, simple_loss=0.3555, pruned_loss=0.1183, over 2468484.49 frames. utt_duration=1238 frames, utt_pad_proportion=0.06028, over 7986.42 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3016, pruned_loss=0.08052, over 2473931.35 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06898, over 20069.70 utterances.], batch size: 37, lr: 9.72e-04
2022-08-21 04:44:48,557 INFO [train.py:927] (6/8) Epoch 2, batch 20550, giga_loss[loss=0.2766, simple_loss=0.354, pruned_loss=0.09955, over 12432.00 frames. utt_duration=579.5 frames, utt_pad_proportion=0.03572, over 86.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3156, pruned_loss=0.08852, over 2473025.41 frames. utt_duration=535.5 frames, utt_pad_proportion=0.07288, over 18524.28 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3555, pruned_loss=0.1184, over 2468716.22 frames. utt_duration=1218 frames, utt_pad_proportion=0.06511, over 8116.00 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3097, pruned_loss=0.08391, over 2473246.01 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06937, over 19681.96 utterances.], batch size: 86, lr: 9.72e-04
2022-08-21 04:46:33,066 INFO [train.py:927] (6/8) Epoch 2, batch 20600, giga_loss[loss=0.2349, simple_loss=0.3084, pruned_loss=0.08069, over 12377.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.0434, over 26.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3191, pruned_loss=0.08921, over 2472756.20 frames. utt_duration=531.5 frames, utt_pad_proportion=0.07109, over 18660.93 utterances.], libri_tot_loss[loss=0.2959, simple_loss=0.3552, pruned_loss=0.1183, over 2468539.32 frames. utt_duration=1220 frames, utt_pad_proportion=0.06447, over 8101.40 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3142, pruned_loss=0.08528, over 2473166.51 frames. utt_duration=502.5 frames, utt_pad_proportion=0.0687, over 19745.16 utterances.], batch size: 26, lr: 9.71e-04
2022-08-21 04:48:16,952 INFO [train.py:927] (6/8) Epoch 2, batch 20650, giga_loss[loss=0.2904, simple_loss=0.3578, pruned_loss=0.1116, over 12401.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03971, over 133.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.326, pruned_loss=0.09274, over 2472532.28 frames. utt_duration=517 frames, utt_pad_proportion=0.06961, over 19184.49 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3561, pruned_loss=0.1181, over 2468473.72 frames. utt_duration=1223 frames, utt_pad_proportion=0.06404, over 8082.44 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3209, pruned_loss=0.08957, over 2472932.27 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06801, over 20154.00 utterances.], batch size: 133, lr: 9.71e-04
2022-08-21 04:49:59,494 INFO [train.py:927] (6/8) Epoch 2, batch 20700, giga_loss[loss=0.2488, simple_loss=0.3284, pruned_loss=0.08457, over 12385.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04476, over 146.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3322, pruned_loss=0.09534, over 2472827.70 frames. utt_duration=538.2 frames, utt_pad_proportion=0.06543, over 18431.42 utterances.], libri_tot_loss[loss=0.298, simple_loss=0.3577, pruned_loss=0.1191, over 2468832.62 frames. utt_duration=1211 frames, utt_pad_proportion=0.06723, over 8163.74 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3263, pruned_loss=0.09151, over 2472907.51 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06308, over 19309.33 utterances.], batch size: 146, lr: 9.70e-04
2022-08-21 04:51:40,801 INFO [train.py:927] (6/8) Epoch 2, batch 20750, giga_loss[loss=0.2971, simple_loss=0.3641, pruned_loss=0.115, over 12383.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07367, over 212.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3347, pruned_loss=0.0969, over 2472989.69 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06609, over 18578.86 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3569, pruned_loss=0.1192, over 2468526.56 frames. utt_duration=1210 frames, utt_pad_proportion=0.06877, over 8173.86 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3297, pruned_loss=0.09291, over 2473488.89 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06354, over 19646.14 utterances.], batch size: 212, lr: 9.70e-04
2022-08-21 04:53:23,808 INFO [train.py:927] (6/8) Epoch 2, batch 20800, giga_loss[loss=0.2378, simple_loss=0.3227, pruned_loss=0.07645, over 12337.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03156, over 85.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.335, pruned_loss=0.09572, over 2471982.20 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06665, over 18230.70 utterances.], libri_tot_loss[loss=0.2974, simple_loss=0.3567, pruned_loss=0.119, over 2468437.85 frames. utt_duration=1213 frames, utt_pad_proportion=0.06745, over 8150.81 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3307, pruned_loss=0.09216, over 2472507.63 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06503, over 19330.38 utterances.], batch size: 85, lr: 9.69e-04
2022-08-21 04:55:07,932 INFO [train.py:927] (6/8) Epoch 2, batch 20850, giga_loss[loss=0.2658, simple_loss=0.3431, pruned_loss=0.09426, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03339, over 42.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.339, pruned_loss=0.09597, over 2471525.23 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06681, over 17488.85 utterances.], libri_tot_loss[loss=0.2997, simple_loss=0.3601, pruned_loss=0.1197, over 2468508.34 frames. utt_duration=1202 frames, utt_pad_proportion=0.07051, over 8224.13 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3315, pruned_loss=0.0916, over 2472016.34 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06418, over 18660.39 utterances.], batch size: 42, lr: 9.69e-04
2022-08-21 04:56:53,260 INFO [train.py:927] (6/8) Epoch 2, batch 20900, giga_loss[loss=0.2918, simple_loss=0.3485, pruned_loss=0.1176, over 12428.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03875, over 105.00 utterances.], tot_loss[loss=0.2718, simple_loss=0.3424, pruned_loss=0.1006, over 2471317.03 frames. utt_duration=568 frames, utt_pad_proportion=0.06755, over 17448.39 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3611, pruned_loss=0.1205, over 2468393.04 frames. utt_duration=1190 frames, utt_pad_proportion=0.07408, over 8304.48 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3353, pruned_loss=0.09607, over 2471840.32 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06397, over 18466.89 utterances.], batch size: 105, lr: 9.68e-04
2022-08-21 04:58:35,736 INFO [train.py:927] (6/8) Epoch 2, batch 20950, giga_loss[loss=0.2585, simple_loss=0.3223, pruned_loss=0.09729, over 12289.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.03235, over 28.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3415, pruned_loss=0.1017, over 2471916.94 frames. utt_duration=561 frames, utt_pad_proportion=0.06781, over 17672.86 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3612, pruned_loss=0.1208, over 2468330.31 frames. utt_duration=1189 frames, utt_pad_proportion=0.07376, over 8312.58 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3354, pruned_loss=0.09757, over 2472437.73 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06506, over 18633.88 utterances.], batch size: 28, lr: 9.68e-04
2022-08-21 05:00:19,237 INFO [train.py:927] (6/8) Epoch 2, batch 21000, giga_loss[loss=0.2408, simple_loss=0.3122, pruned_loss=0.08467, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03562, over 37.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3407, pruned_loss=0.1024, over 2472315.98 frames. utt_duration=541.5 frames, utt_pad_proportion=0.07017, over 18314.28 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3612, pruned_loss=0.1212, over 2468440.22 frames. utt_duration=1180 frames, utt_pad_proportion=0.07663, over 8375.80 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3355, pruned_loss=0.09835, over 2472719.70 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06687, over 19233.79 utterances.], batch size: 37, lr: 9.67e-04
2022-08-21 05:00:19,239 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 05:00:33,100 INFO [train.py:967] (6/8) Epoch 2, validation: loss=0.2092, simple_loss=0.3147, pruned_loss=0.05182, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 05:02:13,094 INFO [train.py:927] (6/8) Epoch 2, batch 21050, giga_loss[loss=0.2504, simple_loss=0.3262, pruned_loss=0.08735, over 12421.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02707, over 58.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3392, pruned_loss=0.1014, over 2473264.94 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06777, over 18316.45 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.3609, pruned_loss=0.1213, over 2468786.77 frames. utt_duration=1186 frames, utt_pad_proportion=0.07466, over 8335.13 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3345, pruned_loss=0.09747, over 2473400.57 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06592, over 19408.83 utterances.], batch size: 58, lr: 9.67e-04
2022-08-21 05:03:57,497 INFO [train.py:927] (6/8) Epoch 2, batch 21100, giga_loss[loss=0.1929, simple_loss=0.2805, pruned_loss=0.05263, over 12446.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03123, over 75.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3357, pruned_loss=0.0997, over 2473883.80 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06977, over 19000.63 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.361, pruned_loss=0.1216, over 2469047.89 frames. utt_duration=1185 frames, utt_pad_proportion=0.0739, over 8346.16 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3313, pruned_loss=0.09574, over 2473882.58 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06847, over 20135.89 utterances.], batch size: 75, lr: 9.66e-04
2022-08-21 05:05:40,577 INFO [train.py:927] (6/8) Epoch 2, batch 21150, giga_loss[loss=0.2315, simple_loss=0.3106, pruned_loss=0.07625, over 12448.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03753, over 123.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.33, pruned_loss=0.09524, over 2473518.20 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06729, over 18655.55 utterances.], libri_tot_loss[loss=0.3028, simple_loss=0.3624, pruned_loss=0.1216, over 2469224.58 frames. utt_duration=1186 frames, utt_pad_proportion=0.07302, over 8339.39 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3246, pruned_loss=0.09163, over 2473420.76 frames. utt_duration=502.6 frames, utt_pad_proportion=0.06663, over 19741.80 utterances.], batch size: 123, lr: 9.66e-04
2022-08-21 05:07:25,420 INFO [train.py:927] (6/8) Epoch 2, batch 21200, giga_loss[loss=0.2394, simple_loss=0.3123, pruned_loss=0.08326, over 12440.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04386, over 134.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3278, pruned_loss=0.0938, over 2473151.67 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06628, over 18661.01 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3618, pruned_loss=0.1213, over 2469059.95 frames. utt_duration=1191 frames, utt_pad_proportion=0.07178, over 8306.30 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3234, pruned_loss=0.09062, over 2473313.29 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06623, over 19786.15 utterances.], batch size: 134, lr: 9.65e-04
2022-08-21 05:09:09,224 INFO [train.py:927] (6/8) Epoch 2, batch 21250, giga_loss[loss=0.2247, simple_loss=0.2952, pruned_loss=0.07708, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02664, over 45.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3245, pruned_loss=0.09189, over 2473138.94 frames. utt_duration=557 frames, utt_pad_proportion=0.06262, over 17809.03 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3613, pruned_loss=0.1208, over 2469146.87 frames. utt_duration=1185 frames, utt_pad_proportion=0.07399, over 8343.66 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3204, pruned_loss=0.08889, over 2473322.88 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06195, over 18992.90 utterances.], batch size: 45, lr: 9.65e-04
2022-08-21 05:10:50,989 INFO [train.py:927] (6/8) Epoch 2, batch 21300, giga_loss[loss=0.2383, simple_loss=0.3073, pruned_loss=0.08467, over 12430.00 frames. utt_duration=711.8 frames, utt_pad_proportion=0.02354, over 70.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.32, pruned_loss=0.08991, over 2473093.23 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06098, over 17329.10 utterances.], libri_tot_loss[loss=0.3008, simple_loss=0.3605, pruned_loss=0.1205, over 2468671.39 frames. utt_duration=1191 frames, utt_pad_proportion=0.07283, over 8304.48 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3165, pruned_loss=0.08718, over 2473731.79 frames. utt_duration=536 frames, utt_pad_proportion=0.06092, over 18513.00 utterances.], batch size: 70, lr: 9.64e-04
2022-08-21 05:12:35,026 INFO [train.py:927] (6/8) Epoch 2, batch 21350, libri_loss[loss=0.4305, simple_loss=0.4732, pruned_loss=0.1939, over 12459.00 frames. utt_duration=427.4 frames, utt_pad_proportion=0.3343, over 117.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3165, pruned_loss=0.08837, over 2472491.34 frames. utt_duration=558.2 frames, utt_pad_proportion=0.0668, over 17764.74 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.3614, pruned_loss=0.1209, over 2468622.30 frames. utt_duration=1181 frames, utt_pad_proportion=0.07598, over 8372.36 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3122, pruned_loss=0.08521, over 2473116.51 frames. utt_duration=527.7 frames, utt_pad_proportion=0.0649, over 18800.63 utterances.], batch size: 117, lr: 9.64e-04
2022-08-21 05:14:25,164 INFO [train.py:927] (6/8) Epoch 2, batch 21400, giga_loss[loss=0.2034, simple_loss=0.2776, pruned_loss=0.06455, over 12365.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03132, over 62.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3122, pruned_loss=0.08612, over 2473160.99 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06353, over 17098.21 utterances.], libri_tot_loss[loss=0.3019, simple_loss=0.3618, pruned_loss=0.121, over 2468623.24 frames. utt_duration=1183 frames, utt_pad_proportion=0.07524, over 8356.91 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3077, pruned_loss=0.08311, over 2473696.96 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06236, over 18046.51 utterances.], batch size: 62, lr: 9.63e-04
2022-08-21 05:16:08,347 INFO [train.py:927] (6/8) Epoch 2, batch 21450, giga_loss[loss=0.2358, simple_loss=0.313, pruned_loss=0.07934, over 12308.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03591, over 51.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3103, pruned_loss=0.08515, over 2473182.04 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05971, over 17016.59 utterances.], libri_tot_loss[loss=0.3012, simple_loss=0.3612, pruned_loss=0.1206, over 2468329.83 frames. utt_duration=1190 frames, utt_pad_proportion=0.07424, over 8307.38 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3062, pruned_loss=0.08229, over 2474001.16 frames. utt_duration=550.8 frames, utt_pad_proportion=0.05926, over 18015.80 utterances.], batch size: 51, lr: 9.63e-04
2022-08-21 05:17:51,060 INFO [train.py:927] (6/8) Epoch 2, batch 21500, giga_loss[loss=0.2106, simple_loss=0.281, pruned_loss=0.07008, over 12455.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04688, over 34.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3084, pruned_loss=0.08446, over 2473565.15 frames. utt_duration=600.6 frames, utt_pad_proportion=0.05592, over 16514.74 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3608, pruned_loss=0.1206, over 2468301.47 frames. utt_duration=1191 frames, utt_pad_proportion=0.0735, over 8299.33 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3045, pruned_loss=0.08156, over 2474346.14 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05592, over 17472.88 utterances.], batch size: 34, lr: 9.62e-04
2022-08-21 05:19:36,264 INFO [train.py:927] (6/8) Epoch 2, batch 21550, giga_loss[loss=0.2676, simple_loss=0.3437, pruned_loss=0.09573, over 12406.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.02426, over 66.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3158, pruned_loss=0.08987, over 2473768.90 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06816, over 18388.74 utterances.], libri_tot_loss[loss=0.3003, simple_loss=0.36, pruned_loss=0.1203, over 2468168.79 frames. utt_duration=1195 frames, utt_pad_proportion=0.07285, over 8272.03 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3127, pruned_loss=0.08743, over 2474556.20 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06783, over 19287.14 utterances.], batch size: 66, lr: 9.62e-04
2022-08-21 05:21:18,448 INFO [train.py:927] (6/8) Epoch 2, batch 21600, giga_loss[loss=0.2521, simple_loss=0.3345, pruned_loss=0.08488, over 12372.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03395, over 104.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3212, pruned_loss=0.09269, over 2473084.39 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06598, over 18213.91 utterances.], libri_tot_loss[loss=0.2994, simple_loss=0.3592, pruned_loss=0.1198, over 2467911.48 frames. utt_duration=1201 frames, utt_pad_proportion=0.07114, over 8231.07 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3183, pruned_loss=0.09029, over 2474141.99 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06639, over 19299.69 utterances.], batch size: 104, lr: 9.61e-04
2022-08-21 05:23:01,807 INFO [train.py:927] (6/8) Epoch 2, batch 21650, giga_loss[loss=0.2767, simple_loss=0.3504, pruned_loss=0.1015, over 12414.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03871, over 133.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3276, pruned_loss=0.09603, over 2473814.28 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06782, over 18608.97 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3584, pruned_loss=0.1196, over 2468075.02 frames. utt_duration=1206 frames, utt_pad_proportion=0.06979, over 8195.31 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3249, pruned_loss=0.09348, over 2474711.78 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06851, over 19829.19 utterances.], batch size: 133, lr: 9.61e-04
2022-08-21 05:24:43,149 INFO [train.py:927] (6/8) Epoch 2, batch 21700, giga_loss[loss=0.2513, simple_loss=0.3288, pruned_loss=0.08687, over 12358.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.0322, over 58.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3328, pruned_loss=0.09857, over 2473756.56 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06543, over 18457.10 utterances.], libri_tot_loss[loss=0.2982, simple_loss=0.3578, pruned_loss=0.1193, over 2468138.03 frames. utt_duration=1214 frames, utt_pad_proportion=0.06755, over 8142.66 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.33, pruned_loss=0.09587, over 2474672.53 frames. utt_duration=498.3 frames, utt_pad_proportion=0.06693, over 19924.85 utterances.], batch size: 58, lr: 9.60e-04
2022-08-21 05:26:26,625 INFO [train.py:927] (6/8) Epoch 2, batch 21750, giga_loss[loss=0.2611, simple_loss=0.3283, pruned_loss=0.09696, over 12480.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04246, over 34.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3328, pruned_loss=0.09672, over 2474246.11 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06831, over 18873.92 utterances.], libri_tot_loss[loss=0.2998, simple_loss=0.3596, pruned_loss=0.1199, over 2468069.10 frames. utt_duration=1216 frames, utt_pad_proportion=0.06653, over 8125.88 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3283, pruned_loss=0.09353, over 2475147.18 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06965, over 20251.20 utterances.], batch size: 34, lr: 9.60e-04
2022-08-21 05:28:10,392 INFO [train.py:927] (6/8) Epoch 2, batch 21800, giga_loss[loss=0.2506, simple_loss=0.3233, pruned_loss=0.08896, over 12371.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02805, over 91.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3333, pruned_loss=0.09651, over 2473825.22 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06533, over 18716.98 utterances.], libri_tot_loss[loss=0.2996, simple_loss=0.3597, pruned_loss=0.1197, over 2468279.13 frames. utt_duration=1215 frames, utt_pad_proportion=0.06631, over 8133.33 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3293, pruned_loss=0.09374, over 2474455.95 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06665, over 19997.48 utterances.], batch size: 91, lr: 9.59e-04
2022-08-21 05:29:53,288 INFO [train.py:927] (6/8) Epoch 2, batch 21850, giga_loss[loss=0.2712, simple_loss=0.3403, pruned_loss=0.1011, over 12436.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04503, over 31.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3348, pruned_loss=0.0977, over 2474045.82 frames. utt_duration=546 frames, utt_pad_proportion=0.0667, over 18175.07 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3589, pruned_loss=0.1192, over 2468470.25 frames. utt_duration=1220 frames, utt_pad_proportion=0.06484, over 8104.64 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3315, pruned_loss=0.09533, over 2474523.29 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06827, over 19508.50 utterances.], batch size: 31, lr: 9.59e-04
2022-08-21 05:31:37,811 INFO [train.py:927] (6/8) Epoch 2, batch 21900, giga_loss[loss=0.2677, simple_loss=0.3363, pruned_loss=0.0996, over 12313.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02645, over 45.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3353, pruned_loss=0.0983, over 2474140.54 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06598, over 18230.30 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.359, pruned_loss=0.1193, over 2468605.90 frames. utt_duration=1220 frames, utt_pad_proportion=0.06458, over 8104.12 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3326, pruned_loss=0.09631, over 2474408.59 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06737, over 19323.48 utterances.], batch size: 45, lr: 9.58e-04
2022-08-21 05:33:23,546 INFO [train.py:927] (6/8) Epoch 2, batch 21950, giga_loss[loss=0.2655, simple_loss=0.3449, pruned_loss=0.0931, over 12476.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.027, over 55.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3354, pruned_loss=0.09809, over 2474592.13 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06325, over 18239.18 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3587, pruned_loss=0.1192, over 2468472.87 frames. utt_duration=1222 frames, utt_pad_proportion=0.0645, over 8090.60 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3334, pruned_loss=0.0965, over 2474939.24 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06451, over 19148.72 utterances.], batch size: 55, lr: 9.58e-04
2022-08-21 05:35:06,914 INFO [train.py:927] (6/8) Epoch 2, batch 22000, giga_loss[loss=0.2563, simple_loss=0.3284, pruned_loss=0.09212, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02658, over 48.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3367, pruned_loss=0.09797, over 2474281.46 frames. utt_duration=562.4 frames, utt_pad_proportion=0.06177, over 17646.25 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3587, pruned_loss=0.1194, over 2468545.29 frames. utt_duration=1220 frames, utt_pad_proportion=0.06413, over 8101.41 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3346, pruned_loss=0.09597, over 2474603.79 frames. utt_duration=534 frames, utt_pad_proportion=0.06299, over 18587.67 utterances.], batch size: 48, lr: 9.57e-04
2022-08-21 05:36:50,256 INFO [train.py:927] (6/8) Epoch 2, batch 22050, giga_loss[loss=0.2989, simple_loss=0.3448, pruned_loss=0.1264, over 12353.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2079, over 371.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3387, pruned_loss=0.09913, over 2473817.58 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06454, over 17455.59 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3598, pruned_loss=0.1197, over 2468730.99 frames. utt_duration=1226 frames, utt_pad_proportion=0.06246, over 8066.97 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3351, pruned_loss=0.09654, over 2474145.72 frames. utt_duration=533.7 frames, utt_pad_proportion=0.066, over 18595.48 utterances.], batch size: 371, lr: 9.57e-04
2022-08-21 05:38:34,701 INFO [train.py:927] (6/8) Epoch 2, batch 22100, giga_loss[loss=0.2243, simple_loss=0.3039, pruned_loss=0.0723, over 12429.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.0329, over 75.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3379, pruned_loss=0.09896, over 2473230.57 frames. utt_duration=604 frames, utt_pad_proportion=0.06487, over 16420.13 utterances.], libri_tot_loss[loss=0.3004, simple_loss=0.3601, pruned_loss=0.1204, over 2468759.93 frames. utt_duration=1213 frames, utt_pad_proportion=0.06669, over 8154.27 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3341, pruned_loss=0.09569, over 2473587.89 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06427, over 17489.07 utterances.], batch size: 75, lr: 9.56e-04
2022-08-21 05:40:17,083 INFO [train.py:927] (6/8) Epoch 2, batch 22150, giga_loss[loss=0.2194, simple_loss=0.2945, pruned_loss=0.07212, over 12485.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04026, over 31.00 utterances.], tot_loss[loss=0.266, simple_loss=0.336, pruned_loss=0.09795, over 2473178.76 frames. utt_duration=622.7 frames, utt_pad_proportion=0.06284, over 15925.21 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.359, pruned_loss=0.1198, over 2468618.83 frames. utt_duration=1219 frames, utt_pad_proportion=0.06535, over 8108.29 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3334, pruned_loss=0.0953, over 2473711.63 frames. utt_duration=582.5 frames, utt_pad_proportion=0.06299, over 17029.72 utterances.], batch size: 31, lr: 9.56e-04
2022-08-21 05:41:59,755 INFO [train.py:927] (6/8) Epoch 2, batch 22200, giga_loss[loss=0.2745, simple_loss=0.3482, pruned_loss=0.1004, over 12356.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04055, over 145.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3358, pruned_loss=0.09712, over 2473095.44 frames. utt_duration=616.4 frames, utt_pad_proportion=0.06262, over 16088.45 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3589, pruned_loss=0.1197, over 2468679.81 frames. utt_duration=1220 frames, utt_pad_proportion=0.06485, over 8103.23 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3336, pruned_loss=0.09488, over 2473502.12 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06294, over 17027.53 utterances.], batch size: 145, lr: 9.55e-04
2022-08-21 05:43:42,110 INFO [train.py:927] (6/8) Epoch 2, batch 22250, giga_loss[loss=0.2768, simple_loss=0.3387, pruned_loss=0.1074, over 12345.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03579, over 104.00 utterances.], tot_loss[loss=0.2657, simple_loss=0.3363, pruned_loss=0.09756, over 2472488.64 frames. utt_duration=624.8 frames, utt_pad_proportion=0.05773, over 15866.66 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.359, pruned_loss=0.1196, over 2468755.35 frames. utt_duration=1224 frames, utt_pad_proportion=0.06321, over 8076.44 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3337, pruned_loss=0.09506, over 2472890.40 frames. utt_duration=585.3 frames, utt_pad_proportion=0.05889, over 16942.68 utterances.], batch size: 104, lr: 9.55e-04
2022-08-21 05:45:26,165 INFO [train.py:927] (6/8) Epoch 2, batch 22300, giga_loss[loss=0.2239, simple_loss=0.3001, pruned_loss=0.07384, over 12388.00 frames. utt_duration=709.2 frames, utt_pad_proportion=0.02712, over 70.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3342, pruned_loss=0.09679, over 2471745.27 frames. utt_duration=632.2 frames, utt_pad_proportion=0.0582, over 15675.98 utterances.], libri_tot_loss[loss=0.2991, simple_loss=0.3589, pruned_loss=0.1197, over 2468658.77 frames. utt_duration=1226 frames, utt_pad_proportion=0.06274, over 8063.32 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3319, pruned_loss=0.09446, over 2472201.09 frames. utt_duration=595.6 frames, utt_pad_proportion=0.05929, over 16645.57 utterances.], batch size: 70, lr: 9.54e-04
2022-08-21 05:47:08,601 INFO [train.py:927] (6/8) Epoch 2, batch 22350, giga_loss[loss=0.2182, simple_loss=0.3002, pruned_loss=0.06805, over 12362.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.05084, over 31.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3328, pruned_loss=0.09608, over 2471364.26 frames. utt_duration=635.5 frames, utt_pad_proportion=0.05765, over 15591.44 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3592, pruned_loss=0.1198, over 2468840.07 frames. utt_duration=1231 frames, utt_pad_proportion=0.06191, over 8034.90 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3299, pruned_loss=0.09347, over 2471625.47 frames. utt_duration=596.8 frames, utt_pad_proportion=0.0589, over 16607.91 utterances.], batch size: 31, lr: 9.54e-04
2022-08-21 05:48:51,775 INFO [train.py:927] (6/8) Epoch 2, batch 22400, giga_loss[loss=0.2649, simple_loss=0.3343, pruned_loss=0.0978, over 12405.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06259, over 183.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3302, pruned_loss=0.0949, over 2471471.94 frames. utt_duration=643.9 frames, utt_pad_proportion=0.05843, over 15389.25 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3592, pruned_loss=0.1193, over 2469007.62 frames. utt_duration=1229 frames, utt_pad_proportion=0.06131, over 8047.48 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.327, pruned_loss=0.0924, over 2471620.43 frames. utt_duration=603.4 frames, utt_pad_proportion=0.0596, over 16426.40 utterances.], batch size: 183, lr: 9.53e-04
2022-08-21 05:50:33,532 INFO [train.py:927] (6/8) Epoch 2, batch 22450, libri_loss[loss=0.3652, simple_loss=0.4033, pruned_loss=0.1635, over 12458.00 frames. utt_duration=423.7 frames, utt_pad_proportion=0.3379, over 118.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3265, pruned_loss=0.09312, over 2471798.73 frames. utt_duration=643.6 frames, utt_pad_proportion=0.05641, over 15398.80 utterances.], libri_tot_loss[loss=0.2989, simple_loss=0.3591, pruned_loss=0.1194, over 2469186.67 frames. utt_duration=1220 frames, utt_pad_proportion=0.06473, over 8102.82 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3234, pruned_loss=0.09059, over 2471784.41 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05564, over 16297.11 utterances.], batch size: 118, lr: 9.53e-04
2022-08-21 05:52:15,515 INFO [train.py:927] (6/8) Epoch 2, batch 22500, giga_loss[loss=0.2556, simple_loss=0.3169, pruned_loss=0.09717, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02929, over 45.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3241, pruned_loss=0.09229, over 2472186.71 frames. utt_duration=649.4 frames, utt_pad_proportion=0.0546, over 15263.84 utterances.], libri_tot_loss[loss=0.2993, simple_loss=0.3591, pruned_loss=0.1197, over 2469275.35 frames. utt_duration=1209 frames, utt_pad_proportion=0.06885, over 8176.94 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.321, pruned_loss=0.08948, over 2472125.90 frames. utt_duration=618.2 frames, utt_pad_proportion=0.05196, over 16034.77 utterances.], batch size: 45, lr: 9.52e-04
2022-08-21 05:53:56,611 INFO [train.py:927] (6/8) Epoch 2, batch 22550, giga_loss[loss=0.2728, simple_loss=0.3498, pruned_loss=0.09795, over 12393.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03148, over 122.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3247, pruned_loss=0.09269, over 2472782.84 frames. utt_duration=655.6 frames, utt_pad_proportion=0.05245, over 15121.28 utterances.], libri_tot_loss[loss=0.3006, simple_loss=0.3597, pruned_loss=0.1207, over 2469467.50 frames. utt_duration=1203 frames, utt_pad_proportion=0.07096, over 8224.59 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3207, pruned_loss=0.08868, over 2472659.87 frames. utt_duration=622.6 frames, utt_pad_proportion=0.04918, over 15924.58 utterances.], batch size: 122, lr: 9.52e-04
2022-08-21 05:55:37,199 INFO [train.py:927] (6/8) Epoch 2, batch 22600, giga_loss[loss=0.2516, simple_loss=0.3313, pruned_loss=0.08596, over 12329.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03439, over 51.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3264, pruned_loss=0.09278, over 2473702.74 frames. utt_duration=602.8 frames, utt_pad_proportion=0.05918, over 16454.06 utterances.], libri_tot_loss[loss=0.3007, simple_loss=0.3599, pruned_loss=0.1207, over 2469489.54 frames. utt_duration=1203 frames, utt_pad_proportion=0.07025, over 8221.28 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3226, pruned_loss=0.08926, over 2473632.28 frames. utt_duration=577.2 frames, utt_pad_proportion=0.0567, over 17187.48 utterances.], batch size: 51, lr: 9.51e-04
2022-08-21 05:57:17,139 INFO [train.py:927] (6/8) Epoch 2, batch 22650, giga_loss[loss=0.2232, simple_loss=0.2952, pruned_loss=0.07562, over 12110.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03467, over 30.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.327, pruned_loss=0.09228, over 2474215.96 frames. utt_duration=570.8 frames, utt_pad_proportion=0.06468, over 17383.77 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3609, pruned_loss=0.1209, over 2469470.75 frames. utt_duration=1206 frames, utt_pad_proportion=0.06921, over 8201.96 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3224, pruned_loss=0.08868, over 2474273.73 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06291, over 18170.95 utterances.], batch size: 30, lr: 9.51e-04
2022-08-21 05:58:59,014 INFO [train.py:927] (6/8) Epoch 2, batch 22700, giga_loss[loss=0.2634, simple_loss=0.335, pruned_loss=0.09591, over 12379.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03514, over 122.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3284, pruned_loss=0.09305, over 2474653.88 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06334, over 17631.19 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3617, pruned_loss=0.1213, over 2469718.85 frames. utt_duration=1196 frames, utt_pad_proportion=0.07242, over 8270.15 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3234, pruned_loss=0.0894, over 2474562.53 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06065, over 18362.87 utterances.], batch size: 122, lr: 9.50e-04
2022-08-21 06:00:39,061 INFO [train.py:927] (6/8) Epoch 2, batch 22750, giga_loss[loss=0.2214, simple_loss=0.2998, pruned_loss=0.07147, over 12363.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02839, over 48.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3295, pruned_loss=0.09419, over 2473437.24 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06323, over 17585.04 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3614, pruned_loss=0.1213, over 2469828.40 frames. utt_duration=1196 frames, utt_pad_proportion=0.07166, over 8269.14 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3248, pruned_loss=0.09032, over 2473382.12 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0612, over 18468.61 utterances.], batch size: 48, lr: 9.50e-04
2022-08-21 06:02:20,464 INFO [train.py:927] (6/8) Epoch 2, batch 22800, giga_loss[loss=0.236, simple_loss=0.3115, pruned_loss=0.08024, over 12252.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03689, over 28.00 utterances.], tot_loss[loss=0.259, simple_loss=0.33, pruned_loss=0.09402, over 2473771.08 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06153, over 17267.22 utterances.], libri_tot_loss[loss=0.3022, simple_loss=0.3615, pruned_loss=0.1214, over 2469899.08 frames. utt_duration=1198 frames, utt_pad_proportion=0.07091, over 8259.18 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3256, pruned_loss=0.0905, over 2473724.05 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06022, over 18097.08 utterances.], batch size: 28, lr: 9.49e-04
2022-08-21 06:04:00,834 INFO [train.py:927] (6/8) Epoch 2, batch 22850, libri_loss[loss=0.3159, simple_loss=0.3711, pruned_loss=0.1303, over 12457.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01409, over 40.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3306, pruned_loss=0.09418, over 2473259.88 frames. utt_duration=589.6 frames, utt_pad_proportion=0.05933, over 16821.66 utterances.], libri_tot_loss[loss=0.302, simple_loss=0.3612, pruned_loss=0.1213, over 2469912.04 frames. utt_duration=1194 frames, utt_pad_proportion=0.07315, over 8284.21 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3264, pruned_loss=0.09058, over 2473310.10 frames. utt_duration=559.2 frames, utt_pad_proportion=0.0573, over 17738.61 utterances.], batch size: 40, lr: 9.49e-04
2022-08-21 06:05:41,933 INFO [train.py:927] (6/8) Epoch 2, batch 22900, libri_loss[loss=0.2399, simple_loss=0.3054, pruned_loss=0.08721, over 12188.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007647, over 30.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3284, pruned_loss=0.09279, over 2473280.79 frames. utt_duration=599.7 frames, utt_pad_proportion=0.06132, over 16538.71 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3606, pruned_loss=0.1211, over 2469815.97 frames. utt_duration=1194 frames, utt_pad_proportion=0.07288, over 8282.58 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3251, pruned_loss=0.08968, over 2473479.82 frames. utt_duration=569.4 frames, utt_pad_proportion=0.05959, over 17422.46 utterances.], batch size: 30, lr: 9.49e-04
2022-08-21 06:07:22,037 INFO [train.py:927] (6/8) Epoch 2, batch 22950, giga_loss[loss=0.2261, simple_loss=0.2948, pruned_loss=0.07869, over 12387.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.04, over 40.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.326, pruned_loss=0.09158, over 2473687.41 frames. utt_duration=608.8 frames, utt_pad_proportion=0.06063, over 16292.10 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3608, pruned_loss=0.1209, over 2469909.24 frames. utt_duration=1197 frames, utt_pad_proportion=0.07156, over 8260.89 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3225, pruned_loss=0.08859, over 2473838.43 frames. utt_duration=576.5 frames, utt_pad_proportion=0.05976, over 17208.49 utterances.], batch size: 40, lr: 9.48e-04
2022-08-21 06:09:03,649 INFO [train.py:927] (6/8) Epoch 2, batch 23000, libri_loss[loss=0.3896, simple_loss=0.4219, pruned_loss=0.1787, over 12130.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004775, over 32.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3256, pruned_loss=0.09117, over 2472106.72 frames. utt_duration=613.6 frames, utt_pad_proportion=0.05946, over 16153.57 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3606, pruned_loss=0.1212, over 2469454.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.07031, over 8215.88 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3221, pruned_loss=0.08783, over 2472722.54 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05929, over 17118.36 utterances.], batch size: 32, lr: 9.48e-04
2022-08-21 06:10:45,853 INFO [train.py:927] (6/8) Epoch 2, batch 23050, giga_loss[loss=0.2201, simple_loss=0.2954, pruned_loss=0.07242, over 12309.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02438, over 45.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3281, pruned_loss=0.09236, over 2472116.79 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06014, over 17148.48 utterances.], libri_tot_loss[loss=0.3021, simple_loss=0.3614, pruned_loss=0.1214, over 2469202.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.06958, over 8193.81 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3241, pruned_loss=0.0891, over 2472834.42 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06021, over 18029.81 utterances.], batch size: 45, lr: 9.47e-04
2022-08-21 06:12:24,508 INFO [train.py:927] (6/8) Epoch 2, batch 23100, giga_loss[loss=0.2476, simple_loss=0.3169, pruned_loss=0.08916, over 12452.00 frames. utt_duration=548.6 frames, utt_pad_proportion=0.02202, over 91.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3281, pruned_loss=0.09384, over 2473037.32 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06105, over 17154.45 utterances.], libri_tot_loss[loss=0.3027, simple_loss=0.362, pruned_loss=0.1217, over 2469349.74 frames. utt_duration=1213 frames, utt_pad_proportion=0.06835, over 8151.43 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3237, pruned_loss=0.09042, over 2473553.34 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06148, over 18091.06 utterances.], batch size: 91, lr: 9.47e-04
2022-08-21 06:14:04,726 INFO [train.py:927] (6/8) Epoch 2, batch 23150, giga_loss[loss=0.2506, simple_loss=0.3227, pruned_loss=0.08922, over 12296.00 frames. utt_duration=912.1 frames, utt_pad_proportion=0.02554, over 54.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3272, pruned_loss=0.09442, over 2473676.01 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05796, over 17770.64 utterances.], libri_tot_loss[loss=0.3026, simple_loss=0.362, pruned_loss=0.1216, over 2469619.67 frames. utt_duration=1214 frames, utt_pad_proportion=0.06758, over 8149.19 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3233, pruned_loss=0.09142, over 2473904.79 frames. utt_duration=532.5 frames, utt_pad_proportion=0.05866, over 18634.95 utterances.], batch size: 54, lr: 9.46e-04
2022-08-21 06:15:45,532 INFO [train.py:927] (6/8) Epoch 2, batch 23200, giga_loss[loss=0.2849, simple_loss=0.3516, pruned_loss=0.1091, over 12450.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03432, over 98.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3261, pruned_loss=0.09382, over 2474337.26 frames. utt_duration=555.3 frames, utt_pad_proportion=0.05536, over 17871.01 utterances.], libri_tot_loss[loss=0.3029, simple_loss=0.3623, pruned_loss=0.1218, over 2469956.73 frames. utt_duration=1209 frames, utt_pad_proportion=0.0674, over 8180.55 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3217, pruned_loss=0.09053, over 2474329.07 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05595, over 18783.16 utterances.], batch size: 98, lr: 9.46e-04
2022-08-21 06:17:23,210 INFO [train.py:927] (6/8) Epoch 2, batch 23250, giga_loss[loss=0.2156, simple_loss=0.2902, pruned_loss=0.07053, over 12432.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03089, over 80.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3216, pruned_loss=0.09173, over 2474363.42 frames. utt_duration=560.9 frames, utt_pad_proportion=0.0544, over 17693.62 utterances.], libri_tot_loss[loss=0.303, simple_loss=0.3623, pruned_loss=0.1218, over 2469883.19 frames. utt_duration=1213 frames, utt_pad_proportion=0.0662, over 8155.37 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.317, pruned_loss=0.08824, over 2474543.28 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05524, over 18704.73 utterances.], batch size: 80, lr: 9.45e-04
2022-08-21 06:19:04,638 INFO [train.py:927] (6/8) Epoch 2, batch 23300, giga_loss[loss=0.249, simple_loss=0.3246, pruned_loss=0.0867, over 12436.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03757, over 105.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3219, pruned_loss=0.09161, over 2474557.14 frames. utt_duration=561.5 frames, utt_pad_proportion=0.05267, over 17675.10 utterances.], libri_tot_loss[loss=0.3035, simple_loss=0.3626, pruned_loss=0.1222, over 2470117.57 frames. utt_duration=1217 frames, utt_pad_proportion=0.06451, over 8126.43 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3167, pruned_loss=0.08749, over 2474628.03 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05396, over 18821.87 utterances.], batch size: 105, lr: 9.45e-04
2022-08-21 06:20:45,214 INFO [train.py:927] (6/8) Epoch 2, batch 23350, giga_loss[loss=0.2326, simple_loss=0.3079, pruned_loss=0.07863, over 12380.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03005, over 62.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3227, pruned_loss=0.09126, over 2474516.26 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05046, over 16811.89 utterances.], libri_tot_loss[loss=0.3032, simple_loss=0.3625, pruned_loss=0.122, over 2470445.73 frames. utt_duration=1215 frames, utt_pad_proportion=0.06422, over 8142.60 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3175, pruned_loss=0.08733, over 2474389.49 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05159, over 17964.98 utterances.], batch size: 62, lr: 9.44e-04
2022-08-21 06:22:35,370 INFO [train.py:927] (6/8) Epoch 2, batch 23400, giga_loss[loss=0.2792, simple_loss=0.3419, pruned_loss=0.1083, over 12350.00 frames. utt_duration=138.6 frames, utt_pad_proportion=0.1845, over 360.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3262, pruned_loss=0.0934, over 2473859.61 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05791, over 17568.59 utterances.], libri_tot_loss[loss=0.3025, simple_loss=0.3617, pruned_loss=0.1217, over 2470106.46 frames. utt_duration=1219 frames, utt_pad_proportion=0.06353, over 8116.60 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3222, pruned_loss=0.09019, over 2474085.57 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05854, over 18606.36 utterances.], batch size: 360, lr: 9.44e-04
2022-08-21 06:24:21,364 INFO [train.py:927] (6/8) Epoch 2, batch 23450, giga_loss[loss=0.2489, simple_loss=0.3262, pruned_loss=0.08583, over 12344.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03411, over 62.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3331, pruned_loss=0.09967, over 2473499.58 frames. utt_duration=546 frames, utt_pad_proportion=0.06043, over 18170.05 utterances.], libri_tot_loss[loss=0.3023, simple_loss=0.3614, pruned_loss=0.1216, over 2470076.94 frames. utt_duration=1221 frames, utt_pad_proportion=0.06286, over 8102.97 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3299, pruned_loss=0.0968, over 2473741.12 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06102, over 19129.70 utterances.], batch size: 62, lr: 9.43e-04
2022-08-21 06:26:02,626 INFO [train.py:927] (6/8) Epoch 2, batch 23500, giga_loss[loss=0.2896, simple_loss=0.3542, pruned_loss=0.1124, over 12358.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03204, over 51.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3407, pruned_loss=0.1051, over 2473883.03 frames. utt_duration=538.8 frames, utt_pad_proportion=0.05998, over 18416.77 utterances.], libri_tot_loss[loss=0.3018, simple_loss=0.3611, pruned_loss=0.1212, over 2470010.70 frames. utt_duration=1226 frames, utt_pad_proportion=0.06177, over 8066.71 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3378, pruned_loss=0.1027, over 2474230.32 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06089, over 19444.97 utterances.], batch size: 51, lr: 9.43e-04
2022-08-21 06:27:43,659 INFO [train.py:927] (6/8) Epoch 2, batch 23550, giga_loss[loss=0.3548, simple_loss=0.4056, pruned_loss=0.1519, over 12384.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04547, over 146.00 utterances.], tot_loss[loss=0.2892, simple_loss=0.3504, pruned_loss=0.1141, over 2474129.02 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07016, over 20196.95 utterances.], libri_tot_loss[loss=0.3017, simple_loss=0.361, pruned_loss=0.1212, over 2470111.12 frames. utt_duration=1228 frames, utt_pad_proportion=0.06089, over 8059.17 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3478, pruned_loss=0.1119, over 2474398.95 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07067, over 21255.83 utterances.], batch size: 146, lr: 9.42e-04
2022-08-21 06:29:29,253 INFO [train.py:927] (6/8) Epoch 2, batch 23600, giga_loss[loss=0.3027, simple_loss=0.3668, pruned_loss=0.1193, over 12388.00 frames. utt_duration=512.3 frames, utt_pad_proportion=0.02968, over 97.00 utterances.], tot_loss[loss=0.2977, simple_loss=0.3568, pruned_loss=0.1193, over 2474034.14 frames. utt_duration=485.2 frames, utt_pad_proportion=0.07256, over 20459.04 utterances.], libri_tot_loss[loss=0.3016, simple_loss=0.361, pruned_loss=0.1211, over 2470266.63 frames. utt_duration=1228 frames, utt_pad_proportion=0.06002, over 8055.77 utterances.], giga_tot_loss[loss=0.2948, simple_loss=0.3546, pruned_loss=0.1175, over 2474222.07 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07319, over 21564.21 utterances.], batch size: 97, lr: 9.42e-04
2022-08-21 06:31:13,619 INFO [train.py:927] (6/8) Epoch 2, batch 23650, libri_loss[loss=0.2808, simple_loss=0.3431, pruned_loss=0.1093, over 12324.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.06402, over 51.00 utterances.], tot_loss[loss=0.3035, simple_loss=0.3603, pruned_loss=0.1233, over 2474110.65 frames. utt_duration=460.6 frames, utt_pad_proportion=0.07891, over 21553.37 utterances.], libri_tot_loss[loss=0.3015, simple_loss=0.3609, pruned_loss=0.121, over 2470236.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.05911, over 8033.75 utterances.], giga_tot_loss[loss=0.3012, simple_loss=0.3584, pruned_loss=0.122, over 2474385.87 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07955, over 22824.58 utterances.], batch size: 51, lr: 9.42e-04
2022-08-21 06:33:03,201 INFO [train.py:927] (6/8) Epoch 2, batch 23700, giga_loss[loss=0.3385, simple_loss=0.3946, pruned_loss=0.1412, over 12355.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02926, over 91.00 utterances.], tot_loss[loss=0.3102, simple_loss=0.3651, pruned_loss=0.1276, over 2473963.79 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07998, over 22033.50 utterances.], libri_tot_loss[loss=0.3014, simple_loss=0.3608, pruned_loss=0.121, over 2469963.07 frames. utt_duration=1217 frames, utt_pad_proportion=0.06321, over 8130.83 utterances.], giga_tot_loss[loss=0.3085, simple_loss=0.3638, pruned_loss=0.1266, over 2474492.49 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07944, over 23253.93 utterances.], batch size: 91, lr: 9.41e-04
2022-08-21 06:34:51,874 INFO [train.py:927] (6/8) Epoch 2, batch 23750, giga_loss[loss=0.3424, simple_loss=0.3959, pruned_loss=0.1444, over 12361.00 frames. utt_duration=582.9 frames, utt_pad_proportion=0.03009, over 85.00 utterances.], tot_loss[loss=0.3112, simple_loss=0.3653, pruned_loss=0.1285, over 2474710.13 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07853, over 21858.08 utterances.], libri_tot_loss[loss=0.301, simple_loss=0.3603, pruned_loss=0.1208, over 2469635.24 frames. utt_duration=1220 frames, utt_pad_proportion=0.06254, over 8105.01 utterances.], giga_tot_loss[loss=0.3104, simple_loss=0.3647, pruned_loss=0.128, over 2475459.84 frames. utt_duration=431.5 frames, utt_pad_proportion=0.07841, over 23022.91 utterances.], batch size: 85, lr: 9.41e-04
2022-08-21 06:36:37,905 INFO [train.py:927] (6/8) Epoch 2, batch 23800, giga_loss[loss=0.297, simple_loss=0.3621, pruned_loss=0.116, over 12348.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03, over 70.00 utterances.], tot_loss[loss=0.3112, simple_loss=0.3661, pruned_loss=0.1282, over 2475100.41 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07518, over 21688.73 utterances.], libri_tot_loss[loss=0.3013, simple_loss=0.3606, pruned_loss=0.1211, over 2469453.97 frames. utt_duration=1221 frames, utt_pad_proportion=0.06192, over 8099.42 utterances.], giga_tot_loss[loss=0.3104, simple_loss=0.3655, pruned_loss=0.1276, over 2475923.54 frames. utt_duration=435.9 frames, utt_pad_proportion=0.0755, over 22794.55 utterances.], batch size: 70, lr: 9.40e-04
2022-08-21 06:38:20,851 INFO [train.py:927] (6/8) Epoch 2, batch 23850, giga_loss[loss=0.2639, simple_loss=0.3469, pruned_loss=0.09045, over 12454.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.3135, simple_loss=0.3681, pruned_loss=0.1295, over 2475211.38 frames. utt_duration=446 frames, utt_pad_proportion=0.07997, over 22274.09 utterances.], libri_tot_loss[loss=0.3, simple_loss=0.3598, pruned_loss=0.1201, over 2469489.63 frames. utt_duration=1230 frames, utt_pad_proportion=0.05977, over 8041.53 utterances.], giga_tot_loss[loss=0.3149, simple_loss=0.3688, pruned_loss=0.1305, over 2476253.50 frames. utt_duration=411 frames, utt_pad_proportion=0.08103, over 24186.42 utterances.], batch size: 75, lr: 9.40e-04
2022-08-21 06:40:10,591 INFO [train.py:927] (6/8) Epoch 2, batch 23900, giga_loss[loss=0.2865, simple_loss=0.3569, pruned_loss=0.1081, over 12362.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02887, over 91.00 utterances.], tot_loss[loss=0.3109, simple_loss=0.3668, pruned_loss=0.1275, over 2475792.75 frames. utt_duration=447 frames, utt_pad_proportion=0.08149, over 22226.69 utterances.], libri_tot_loss[loss=0.3001, simple_loss=0.3597, pruned_loss=0.1203, over 2469746.47 frames. utt_duration=1221 frames, utt_pad_proportion=0.06264, over 8099.98 utterances.], giga_tot_loss[loss=0.3122, simple_loss=0.3676, pruned_loss=0.1284, over 2476519.81 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08163, over 24018.91 utterances.], batch size: 91, lr: 9.39e-04
2022-08-21 06:41:56,900 INFO [train.py:927] (6/8) Epoch 2, batch 23950, libri_loss[loss=0.2271, simple_loss=0.2906, pruned_loss=0.08181, over 12255.00 frames. utt_duration=1692 frames, utt_pad_proportion=0.006459, over 29.00 utterances.], tot_loss[loss=0.3067, simple_loss=0.3635, pruned_loss=0.125, over 2475116.41 frames. utt_duration=443.4 frames, utt_pad_proportion=0.08082, over 22401.70 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3582, pruned_loss=0.1195, over 2469480.99 frames. utt_duration=1226 frames, utt_pad_proportion=0.06163, over 8067.32 utterances.], giga_tot_loss[loss=0.3096, simple_loss=0.3659, pruned_loss=0.1266, over 2476179.94 frames. utt_duration=407 frames, utt_pad_proportion=0.08157, over 24425.17 utterances.], batch size: 29, lr: 9.39e-04
2022-08-21 06:43:40,707 INFO [train.py:927] (6/8) Epoch 2, batch 24000, giga_loss[loss=0.2795, simple_loss=0.3504, pruned_loss=0.1043, over 12353.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02969, over 70.00 utterances.], tot_loss[loss=0.3034, simple_loss=0.361, pruned_loss=0.1229, over 2474299.77 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07788, over 21735.31 utterances.], libri_tot_loss[loss=0.2986, simple_loss=0.3579, pruned_loss=0.1197, over 2469623.98 frames. utt_duration=1226 frames, utt_pad_proportion=0.06147, over 8067.06 utterances.], giga_tot_loss[loss=0.3058, simple_loss=0.3632, pruned_loss=0.1242, over 2475097.54 frames. utt_duration=419.6 frames, utt_pad_proportion=0.0789, over 23674.49 utterances.], batch size: 70, lr: 9.38e-04
2022-08-21 06:43:40,710 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 06:43:54,397 INFO [train.py:967] (6/8) Epoch 2, validation: loss=0.2074, simple_loss=0.3136, pruned_loss=0.05066, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 06:45:43,299 INFO [train.py:927] (6/8) Epoch 2, batch 24050, giga_loss[loss=0.3367, simple_loss=0.3639, pruned_loss=0.1548, over 12354.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2083, over 371.00 utterances.], tot_loss[loss=0.3019, simple_loss=0.3605, pruned_loss=0.1216, over 2474244.29 frames. utt_duration=456.9 frames, utt_pad_proportion=0.08035, over 21731.29 utterances.], libri_tot_loss[loss=0.2988, simple_loss=0.3586, pruned_loss=0.1195, over 2469577.79 frames. utt_duration=1231 frames, utt_pad_proportion=0.05984, over 8031.21 utterances.], giga_tot_loss[loss=0.3037, simple_loss=0.3617, pruned_loss=0.1228, over 2475081.14 frames. utt_duration=418.3 frames, utt_pad_proportion=0.0816, over 23750.96 utterances.], batch size: 371, lr: 9.38e-04
2022-08-21 06:47:36,325 INFO [train.py:927] (6/8) Epoch 2, batch 24100, giga_loss[loss=0.3414, simple_loss=0.3812, pruned_loss=0.1508, over 12401.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1037, over 258.00 utterances.], tot_loss[loss=0.2988, simple_loss=0.3596, pruned_loss=0.1189, over 2474606.42 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08206, over 22250.59 utterances.], libri_tot_loss[loss=0.2992, simple_loss=0.3593, pruned_loss=0.1196, over 2469472.90 frames. utt_duration=1233 frames, utt_pad_proportion=0.05965, over 8020.05 utterances.], giga_tot_loss[loss=0.2998, simple_loss=0.3599, pruned_loss=0.1199, over 2475389.07 frames. utt_duration=415.5 frames, utt_pad_proportion=0.083, over 23909.97 utterances.], batch size: 258, lr: 9.37e-04
2022-08-21 06:49:21,285 INFO [train.py:927] (6/8) Epoch 2, batch 24150, giga_loss[loss=0.2892, simple_loss=0.3586, pruned_loss=0.1099, over 12254.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02856, over 42.00 utterances.], tot_loss[loss=0.3001, simple_loss=0.3613, pruned_loss=0.1194, over 2474732.15 frames. utt_duration=458.4 frames, utt_pad_proportion=0.08129, over 21660.35 utterances.], libri_tot_loss[loss=0.2995, simple_loss=0.3592, pruned_loss=0.1198, over 2469823.74 frames. utt_duration=1211 frames, utt_pad_proportion=0.06727, over 8166.35 utterances.], giga_tot_loss[loss=0.3007, simple_loss=0.3616, pruned_loss=0.1199, over 2475191.38 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07987, over 23314.48 utterances.], batch size: 42, lr: 9.37e-04
2022-08-21 06:51:05,306 INFO [train.py:927] (6/8) Epoch 2, batch 24200, giga_loss[loss=0.2597, simple_loss=0.3236, pruned_loss=0.09789, over 12299.00 frames. utt_duration=912.6 frames, utt_pad_proportion=0.02503, over 54.00 utterances.], tot_loss[loss=0.2981, simple_loss=0.3596, pruned_loss=0.1183, over 2474527.72 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07472, over 20613.46 utterances.], libri_tot_loss[loss=0.2987, simple_loss=0.3585, pruned_loss=0.1194, over 2469647.61 frames. utt_duration=1215 frames, utt_pad_proportion=0.06533, over 8138.13 utterances.], giga_tot_loss[loss=0.2993, simple_loss=0.3606, pruned_loss=0.119, over 2475240.43 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07476, over 22429.29 utterances.], batch size: 54, lr: 9.36e-04
2022-08-21 06:52:54,070 INFO [train.py:927] (6/8) Epoch 2, batch 24250, giga_loss[loss=0.2728, simple_loss=0.3326, pruned_loss=0.1065, over 12128.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03647, over 30.00 utterances.], tot_loss[loss=0.2958, simple_loss=0.3566, pruned_loss=0.1175, over 2473681.28 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07602, over 20822.92 utterances.], libri_tot_loss[loss=0.2977, simple_loss=0.3576, pruned_loss=0.1189, over 2469466.16 frames. utt_duration=1220 frames, utt_pad_proportion=0.0644, over 8103.58 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.3582, pruned_loss=0.1185, over 2474469.47 frames. utt_duration=441 frames, utt_pad_proportion=0.07628, over 22515.11 utterances.], batch size: 30, lr: 9.36e-04
2022-08-21 06:54:42,495 INFO [train.py:927] (6/8) Epoch 2, batch 24300, giga_loss[loss=0.2873, simple_loss=0.3591, pruned_loss=0.1077, over 12384.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.0484, over 31.00 utterances.], tot_loss[loss=0.292, simple_loss=0.3545, pruned_loss=0.1147, over 2473095.46 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07594, over 20143.57 utterances.], libri_tot_loss[loss=0.2976, simple_loss=0.3575, pruned_loss=0.1189, over 2469365.72 frames. utt_duration=1224 frames, utt_pad_proportion=0.06396, over 8080.19 utterances.], giga_tot_loss[loss=0.2934, simple_loss=0.3559, pruned_loss=0.1154, over 2473860.04 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07637, over 21670.88 utterances.], batch size: 31, lr: 9.36e-04
2022-08-21 06:56:26,590 INFO [train.py:927] (6/8) Epoch 2, batch 24350, giga_loss[loss=0.2546, simple_loss=0.3254, pruned_loss=0.09191, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02725, over 45.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3524, pruned_loss=0.1122, over 2473694.71 frames. utt_duration=504.6 frames, utt_pad_proportion=0.0711, over 19663.79 utterances.], libri_tot_loss[loss=0.2969, simple_loss=0.3568, pruned_loss=0.1185, over 2469202.21 frames. utt_duration=1229 frames, utt_pad_proportion=0.06307, over 8044.87 utterances.], giga_tot_loss[loss=0.2901, simple_loss=0.354, pruned_loss=0.1131, over 2474508.22 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07209, over 21113.30 utterances.], batch size: 45, lr: 9.35e-04
2022-08-21 06:58:11,922 INFO [train.py:927] (6/8) Epoch 2, batch 24400, libri_loss[loss=0.3055, simple_loss=0.3623, pruned_loss=0.1244, over 12381.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009963, over 38.00 utterances.], tot_loss[loss=0.2884, simple_loss=0.3514, pruned_loss=0.1127, over 2473787.75 frames. utt_duration=513.8 frames, utt_pad_proportion=0.07109, over 19312.13 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3567, pruned_loss=0.1184, over 2469087.70 frames. utt_duration=1233 frames, utt_pad_proportion=0.06149, over 8020.28 utterances.], giga_tot_loss[loss=0.2896, simple_loss=0.3527, pruned_loss=0.1133, over 2474706.29 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07263, over 20941.67 utterances.], batch size: 38, lr: 9.35e-04
2022-08-21 07:00:00,714 INFO [train.py:927] (6/8) Epoch 2, batch 24450, giga_loss[loss=0.3572, simple_loss=0.3937, pruned_loss=0.1603, over 12417.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07152, over 212.00 utterances.], tot_loss[loss=0.2873, simple_loss=0.3501, pruned_loss=0.1123, over 2473905.57 frames. utt_duration=529 frames, utt_pad_proportion=0.06814, over 18757.86 utterances.], libri_tot_loss[loss=0.2967, simple_loss=0.3568, pruned_loss=0.1183, over 2469135.73 frames. utt_duration=1224 frames, utt_pad_proportion=0.06499, over 8079.03 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.3508, pruned_loss=0.1127, over 2474688.11 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06829, over 20194.76 utterances.], batch size: 212, lr: 9.34e-04
2022-08-21 07:01:45,290 INFO [train.py:927] (6/8) Epoch 2, batch 24500, libri_loss[loss=0.3172, simple_loss=0.353, pruned_loss=0.1407, over 12399.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005946, over 34.00 utterances.], tot_loss[loss=0.2847, simple_loss=0.3471, pruned_loss=0.1111, over 2474175.83 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06629, over 18502.26 utterances.], libri_tot_loss[loss=0.2956, simple_loss=0.3554, pruned_loss=0.1179, over 2468981.87 frames. utt_duration=1230 frames, utt_pad_proportion=0.06398, over 8039.50 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3487, pruned_loss=0.1116, over 2475147.85 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06693, over 20090.51 utterances.], batch size: 34, lr: 9.34e-04
2022-08-21 07:03:32,099 INFO [train.py:927] (6/8) Epoch 2, batch 24550, giga_loss[loss=0.2478, simple_loss=0.3249, pruned_loss=0.08538, over 12449.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03165, over 75.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3472, pruned_loss=0.1112, over 2473415.07 frames. utt_duration=543.3 frames, utt_pad_proportion=0.0695, over 18257.20 utterances.], libri_tot_loss[loss=0.2953, simple_loss=0.355, pruned_loss=0.1178, over 2468678.03 frames. utt_duration=1230 frames, utt_pad_proportion=0.06404, over 8039.90 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3487, pruned_loss=0.1116, over 2474507.34 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06983, over 19650.62 utterances.], batch size: 75, lr: 9.33e-04
2022-08-21 07:05:15,753 INFO [train.py:927] (6/8) Epoch 2, batch 24600, giga_loss[loss=0.2598, simple_loss=0.3359, pruned_loss=0.0919, over 12337.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03356, over 58.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.347, pruned_loss=0.1103, over 2474186.13 frames. utt_duration=536.9 frames, utt_pad_proportion=0.0709, over 18481.77 utterances.], libri_tot_loss[loss=0.2951, simple_loss=0.3547, pruned_loss=0.1178, over 2468999.53 frames. utt_duration=1230 frames, utt_pad_proportion=0.06342, over 8040.01 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3484, pruned_loss=0.1106, over 2474854.12 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07135, over 19770.66 utterances.], batch size: 58, lr: 9.33e-04
2022-08-21 07:07:03,417 INFO [train.py:927] (6/8) Epoch 2, batch 24650, giga_loss[loss=0.379, simple_loss=0.4031, pruned_loss=0.1774, over 12381.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03306, over 122.00 utterances.], tot_loss[loss=0.2854, simple_loss=0.3481, pruned_loss=0.1114, over 2473983.24 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06871, over 18632.81 utterances.], libri_tot_loss[loss=0.2947, simple_loss=0.3543, pruned_loss=0.1176, over 2468941.04 frames. utt_duration=1233 frames, utt_pad_proportion=0.06299, over 8021.65 utterances.], giga_tot_loss[loss=0.2864, simple_loss=0.3495, pruned_loss=0.1117, over 2474611.06 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06937, over 19764.60 utterances.], batch size: 122, lr: 9.32e-04
2022-08-21 07:08:50,116 INFO [train.py:927] (6/8) Epoch 2, batch 24700, giga_loss[loss=0.262, simple_loss=0.3275, pruned_loss=0.09823, over 12403.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02831, over 62.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.3499, pruned_loss=0.1133, over 2473773.37 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06404, over 18591.15 utterances.], libri_tot_loss[loss=0.2946, simple_loss=0.3544, pruned_loss=0.1174, over 2468787.30 frames. utt_duration=1237 frames, utt_pad_proportion=0.06207, over 7992.41 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3508, pruned_loss=0.1137, over 2474516.58 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06516, over 19723.11 utterances.], batch size: 62, lr: 9.32e-04
2022-08-21 07:10:35,090 INFO [train.py:927] (6/8) Epoch 2, batch 24750, libri_loss[loss=0.2971, simple_loss=0.3664, pruned_loss=0.1139, over 12407.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02312, over 43.00 utterances.], tot_loss[loss=0.2919, simple_loss=0.3527, pruned_loss=0.1155, over 2473720.56 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06575, over 18979.25 utterances.], libri_tot_loss[loss=0.295, simple_loss=0.3554, pruned_loss=0.1173, over 2468919.30 frames. utt_duration=1237 frames, utt_pad_proportion=0.06087, over 7995.75 utterances.], giga_tot_loss[loss=0.292, simple_loss=0.3523, pruned_loss=0.1158, over 2474402.75 frames. utt_duration=489 frames, utt_pad_proportion=0.06705, over 20300.85 utterances.], batch size: 43, lr: 9.31e-04
2022-08-21 07:12:22,492 INFO [train.py:927] (6/8) Epoch 2, batch 24800, giga_loss[loss=0.3072, simple_loss=0.3594, pruned_loss=0.1275, over 12334.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03075, over 91.00 utterances.], tot_loss[loss=0.2938, simple_loss=0.3544, pruned_loss=0.1166, over 2474130.75 frames. utt_duration=497.4 frames, utt_pad_proportion=0.06964, over 19954.33 utterances.], libri_tot_loss[loss=0.2962, simple_loss=0.3567, pruned_loss=0.1178, over 2468987.59 frames. utt_duration=1234 frames, utt_pad_proportion=0.06115, over 8014.82 utterances.], giga_tot_loss[loss=0.2928, simple_loss=0.3529, pruned_loss=0.1163, over 2474657.61 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07035, over 21084.56 utterances.], batch size: 91, lr: 9.31e-04
2022-08-21 07:14:05,516 INFO [train.py:927] (6/8) Epoch 2, batch 24850, giga_loss[loss=0.2589, simple_loss=0.3267, pruned_loss=0.09558, over 12318.00 frames. utt_duration=705.2 frames, utt_pad_proportion=0.03263, over 70.00 utterances.], tot_loss[loss=0.2896, simple_loss=0.3518, pruned_loss=0.1137, over 2474581.55 frames. utt_duration=500.5 frames, utt_pad_proportion=0.0699, over 19834.39 utterances.], libri_tot_loss[loss=0.296, simple_loss=0.3565, pruned_loss=0.1178, over 2469005.86 frames. utt_duration=1233 frames, utt_pad_proportion=0.06064, over 8017.19 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.3507, pruned_loss=0.1135, over 2475124.84 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07073, over 21066.12 utterances.], batch size: 70, lr: 9.31e-04
2022-08-21 07:15:52,290 INFO [train.py:927] (6/8) Epoch 2, batch 24900, giga_loss[loss=0.2591, simple_loss=0.3295, pruned_loss=0.09435, over 12340.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03142, over 51.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3492, pruned_loss=0.113, over 2473869.67 frames. utt_duration=502.1 frames, utt_pad_proportion=0.07074, over 19765.11 utterances.], libri_tot_loss[loss=0.2957, simple_loss=0.3563, pruned_loss=0.1176, over 2468899.82 frames. utt_duration=1235 frames, utt_pad_proportion=0.06019, over 8004.04 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.3485, pruned_loss=0.1129, over 2474419.23 frames. utt_duration=476.1 frames, utt_pad_proportion=0.07155, over 20852.47 utterances.], batch size: 51, lr: 9.30e-04
2022-08-21 07:17:37,353 INFO [train.py:927] (6/8) Epoch 2, batch 24950, giga_loss[loss=0.2631, simple_loss=0.351, pruned_loss=0.08766, over 12278.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02701, over 54.00 utterances.], tot_loss[loss=0.2909, simple_loss=0.3516, pruned_loss=0.115, over 2474256.26 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07224, over 19990.80 utterances.], libri_tot_loss[loss=0.2948, simple_loss=0.3553, pruned_loss=0.1172, over 2468696.27 frames. utt_duration=1228 frames, utt_pad_proportion=0.06355, over 8048.20 utterances.], giga_tot_loss[loss=0.2911, simple_loss=0.3517, pruned_loss=0.1152, over 2475089.22 frames. utt_duration=466.8 frames, utt_pad_proportion=0.0718, over 21276.41 utterances.], batch size: 54, lr: 9.30e-04
2022-08-21 07:19:24,953 INFO [train.py:927] (6/8) Epoch 2, batch 25000, giga_loss[loss=0.3088, simple_loss=0.372, pruned_loss=0.1228, over 12458.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03611, over 105.00 utterances.], tot_loss[loss=0.2918, simple_loss=0.3544, pruned_loss=0.1146, over 2473586.21 frames. utt_duration=494 frames, utt_pad_proportion=0.07415, over 20087.32 utterances.], libri_tot_loss[loss=0.2942, simple_loss=0.3547, pruned_loss=0.1168, over 2468357.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.06246, over 8031.59 utterances.], giga_tot_loss[loss=0.2925, simple_loss=0.355, pruned_loss=0.115, over 2474717.58 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07409, over 21444.39 utterances.], batch size: 105, lr: 9.29e-04
2022-08-21 07:21:09,050 INFO [train.py:927] (6/8) Epoch 2, batch 25050, giga_loss[loss=0.2861, simple_loss=0.3523, pruned_loss=0.11, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03085, over 45.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3564, pruned_loss=0.1157, over 2473471.65 frames. utt_duration=483 frames, utt_pad_proportion=0.07793, over 20547.57 utterances.], libri_tot_loss[loss=0.2936, simple_loss=0.3546, pruned_loss=0.1163, over 2468211.60 frames. utt_duration=1232 frames, utt_pad_proportion=0.06128, over 8022.84 utterances.], giga_tot_loss[loss=0.2949, simple_loss=0.357, pruned_loss=0.1164, over 2474653.52 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07822, over 21984.08 utterances.], batch size: 45, lr: 9.29e-04
2022-08-21 07:22:56,932 INFO [train.py:927] (6/8) Epoch 2, batch 25100, giga_loss[loss=0.2897, simple_loss=0.3446, pruned_loss=0.1174, over 12356.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.0224, over 45.00 utterances.], tot_loss[loss=0.2978, simple_loss=0.3585, pruned_loss=0.1185, over 2474088.23 frames. utt_duration=458.8 frames, utt_pad_proportion=0.08056, over 21640.70 utterances.], libri_tot_loss[loss=0.2934, simple_loss=0.3544, pruned_loss=0.1162, over 2468398.80 frames. utt_duration=1236 frames, utt_pad_proportion=0.06052, over 7997.66 utterances.], giga_tot_loss[loss=0.2988, simple_loss=0.3591, pruned_loss=0.1192, over 2474958.50 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08096, over 23025.16 utterances.], batch size: 45, lr: 9.28e-04
2022-08-21 07:24:41,339 INFO [train.py:927] (6/8) Epoch 2, batch 25150, giga_loss[loss=0.3378, simple_loss=0.3878, pruned_loss=0.1438, over 12416.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03717, over 105.00 utterances.], tot_loss[loss=0.2952, simple_loss=0.3559, pruned_loss=0.1173, over 2474413.92 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07535, over 21130.68 utterances.], libri_tot_loss[loss=0.2926, simple_loss=0.3537, pruned_loss=0.1158, over 2468519.72 frames. utt_duration=1236 frames, utt_pad_proportion=0.06073, over 7998.55 utterances.], giga_tot_loss[loss=0.2968, simple_loss=0.3572, pruned_loss=0.1182, over 2475123.02 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07602, over 22463.38 utterances.], batch size: 105, lr: 9.28e-04
2022-08-21 07:26:27,619 INFO [train.py:927] (6/8) Epoch 2, batch 25200, libri_loss[loss=0.3094, simple_loss=0.3795, pruned_loss=0.1196, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01318, over 40.00 utterances.], tot_loss[loss=0.2972, simple_loss=0.3568, pruned_loss=0.1188, over 2474794.70 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07503, over 21513.17 utterances.], libri_tot_loss[loss=0.2927, simple_loss=0.3536, pruned_loss=0.1159, over 2468520.11 frames. utt_duration=1239 frames, utt_pad_proportion=0.05996, over 7978.74 utterances.], giga_tot_loss[loss=0.2985, simple_loss=0.3579, pruned_loss=0.1195, over 2475438.55 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07588, over 22813.55 utterances.], batch size: 40, lr: 9.27e-04
2022-08-21 07:28:12,885 INFO [train.py:927] (6/8) Epoch 2, batch 25250, giga_loss[loss=0.2798, simple_loss=0.3532, pruned_loss=0.1032, over 12398.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.0298, over 62.00 utterances.], tot_loss[loss=0.2964, simple_loss=0.3561, pruned_loss=0.1184, over 2474704.38 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07355, over 21153.54 utterances.], libri_tot_loss[loss=0.2924, simple_loss=0.3536, pruned_loss=0.1156, over 2468538.94 frames. utt_duration=1229 frames, utt_pad_proportion=0.0631, over 8042.63 utterances.], giga_tot_loss[loss=0.2978, simple_loss=0.357, pruned_loss=0.1193, over 2475386.55 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07357, over 22493.17 utterances.], batch size: 62, lr: 9.27e-04
2022-08-21 07:29:56,308 INFO [train.py:927] (6/8) Epoch 2, batch 25300, giga_loss[loss=0.3164, simple_loss=0.3753, pruned_loss=0.1288, over 12379.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03975, over 113.00 utterances.], tot_loss[loss=0.294, simple_loss=0.3539, pruned_loss=0.1171, over 2474453.02 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07683, over 21162.70 utterances.], libri_tot_loss[loss=0.2916, simple_loss=0.3531, pruned_loss=0.115, over 2468019.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.06151, over 7998.45 utterances.], giga_tot_loss[loss=0.296, simple_loss=0.3551, pruned_loss=0.1184, over 2475715.34 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07736, over 22771.45 utterances.], batch size: 113, lr: 9.27e-04
2022-08-21 07:31:39,415 INFO [train.py:927] (6/8) Epoch 2, batch 25350, giga_loss[loss=0.2922, simple_loss=0.3626, pruned_loss=0.1109, over 12425.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.039, over 43.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3548, pruned_loss=0.1172, over 2474385.12 frames. utt_duration=467 frames, utt_pad_proportion=0.07597, over 21263.59 utterances.], libri_tot_loss[loss=0.2914, simple_loss=0.353, pruned_loss=0.1149, over 2468011.99 frames. utt_duration=1233 frames, utt_pad_proportion=0.06084, over 8013.21 utterances.], giga_tot_loss[loss=0.2963, simple_loss=0.3559, pruned_loss=0.1184, over 2475560.50 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07678, over 22876.99 utterances.], batch size: 43, lr: 9.26e-04
2022-08-21 07:33:32,955 INFO [train.py:927] (6/8) Epoch 2, batch 25400, giga_loss[loss=0.2911, simple_loss=0.37, pruned_loss=0.1062, over 12339.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03441, over 62.00 utterances.], tot_loss[loss=0.2962, simple_loss=0.3563, pruned_loss=0.1181, over 2474380.99 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07767, over 21384.87 utterances.], libri_tot_loss[loss=0.2917, simple_loss=0.353, pruned_loss=0.1152, over 2468297.56 frames. utt_duration=1231 frames, utt_pad_proportion=0.06056, over 8029.44 utterances.], giga_tot_loss[loss=0.2975, simple_loss=0.3573, pruned_loss=0.1188, over 2475270.64 frames. utt_duration=431.6 frames, utt_pad_proportion=0.07848, over 23019.61 utterances.], batch size: 62, lr: 9.26e-04
2022-08-21 07:35:18,122 INFO [train.py:927] (6/8) Epoch 2, batch 25450, libri_loss[loss=0.2383, simple_loss=0.2899, pruned_loss=0.09333, over 12194.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01026, over 29.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3566, pruned_loss=0.1156, over 2473971.32 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07775, over 20825.06 utterances.], libri_tot_loss[loss=0.2911, simple_loss=0.3523, pruned_loss=0.1149, over 2468210.27 frames. utt_duration=1237 frames, utt_pad_proportion=0.05952, over 7990.11 utterances.], giga_tot_loss[loss=0.2955, simple_loss=0.3581, pruned_loss=0.1165, over 2474919.27 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07884, over 22463.40 utterances.], batch size: 29, lr: 9.25e-04
2022-08-21 07:37:02,574 INFO [train.py:927] (6/8) Epoch 2, batch 25500, libri_loss[loss=0.2064, simple_loss=0.2815, pruned_loss=0.0656, over 12408.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005146, over 31.00 utterances.], tot_loss[loss=0.297, simple_loss=0.3591, pruned_loss=0.1175, over 2473953.18 frames. utt_duration=477.9 frames, utt_pad_proportion=0.07726, over 20770.85 utterances.], libri_tot_loss[loss=0.291, simple_loss=0.3522, pruned_loss=0.1149, over 2468478.56 frames. utt_duration=1239 frames, utt_pad_proportion=0.05846, over 7978.47 utterances.], giga_tot_loss[loss=0.2986, simple_loss=0.3605, pruned_loss=0.1183, over 2474609.12 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07865, over 22383.11 utterances.], batch size: 31, lr: 9.25e-04
2022-08-21 07:38:45,866 INFO [train.py:927] (6/8) Epoch 2, batch 25550, giga_loss[loss=0.2658, simple_loss=0.3335, pruned_loss=0.09903, over 12395.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03494, over 80.00 utterances.], tot_loss[loss=0.2984, simple_loss=0.3595, pruned_loss=0.1187, over 2473667.90 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07611, over 20611.86 utterances.], libri_tot_loss[loss=0.2912, simple_loss=0.3523, pruned_loss=0.115, over 2468560.10 frames. utt_duration=1231 frames, utt_pad_proportion=0.06142, over 8030.45 utterances.], giga_tot_loss[loss=0.2997, simple_loss=0.3608, pruned_loss=0.1193, over 2474259.18 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07665, over 22193.60 utterances.], batch size: 80, lr: 9.24e-04
2022-08-21 07:40:30,275 INFO [train.py:927] (6/8) Epoch 2, batch 25600, giga_loss[loss=0.2361, simple_loss=0.3278, pruned_loss=0.07218, over 12312.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.03568, over 51.00 utterances.], tot_loss[loss=0.295, simple_loss=0.3581, pruned_loss=0.116, over 2474219.44 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06978, over 20105.62 utterances.], libri_tot_loss[loss=0.2907, simple_loss=0.3518, pruned_loss=0.1147, over 2468712.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.06078, over 8016.10 utterances.], giga_tot_loss[loss=0.2966, simple_loss=0.3596, pruned_loss=0.1168, over 2474620.66 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07087, over 21531.74 utterances.], batch size: 51, lr: 9.24e-04
2022-08-21 07:42:14,293 INFO [train.py:927] (6/8) Epoch 2, batch 25650, giga_loss[loss=0.2312, simple_loss=0.3238, pruned_loss=0.06933, over 12411.00 frames. utt_duration=710.5 frames, utt_pad_proportion=0.02538, over 70.00 utterances.], tot_loss[loss=0.2943, simple_loss=0.3584, pruned_loss=0.1151, over 2473609.31 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07075, over 19956.77 utterances.], libri_tot_loss[loss=0.2905, simple_loss=0.3519, pruned_loss=0.1145, over 2468632.66 frames. utt_duration=1226 frames, utt_pad_proportion=0.0634, over 8062.16 utterances.], giga_tot_loss[loss=0.2958, simple_loss=0.3597, pruned_loss=0.116, over 2474155.38 frames. utt_duration=463 frames, utt_pad_proportion=0.07071, over 21441.74 utterances.], batch size: 70, lr: 9.23e-04
2022-08-21 07:43:58,226 INFO [train.py:927] (6/8) Epoch 2, batch 25700, giga_loss[loss=0.3166, simple_loss=0.3716, pruned_loss=0.1308, over 12408.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05582, over 162.00 utterances.], tot_loss[loss=0.2958, simple_loss=0.3591, pruned_loss=0.1162, over 2473482.62 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06681, over 20077.49 utterances.], libri_tot_loss[loss=0.29, simple_loss=0.3515, pruned_loss=0.1143, over 2468250.40 frames. utt_duration=1231 frames, utt_pad_proportion=0.06223, over 8028.96 utterances.], giga_tot_loss[loss=0.2975, simple_loss=0.3607, pruned_loss=0.1172, over 2474355.20 frames. utt_duration=460.7 frames, utt_pad_proportion=0.06745, over 21552.97 utterances.], batch size: 162, lr: 9.23e-04
2022-08-21 07:45:45,701 INFO [train.py:927] (6/8) Epoch 2, batch 25750, libri_loss[loss=0.2975, simple_loss=0.3593, pruned_loss=0.1178, over 12296.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005896, over 35.00 utterances.], tot_loss[loss=0.2961, simple_loss=0.358, pruned_loss=0.1171, over 2474461.27 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07032, over 21131.94 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3511, pruned_loss=0.1141, over 2468246.10 frames. utt_duration=1235 frames, utt_pad_proportion=0.06157, over 8002.67 utterances.], giga_tot_loss[loss=0.2979, simple_loss=0.3597, pruned_loss=0.118, over 2475247.82 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07086, over 22502.86 utterances.], batch size: 35, lr: 9.23e-04
2022-08-21 07:47:31,149 INFO [train.py:927] (6/8) Epoch 2, batch 25800, giga_loss[loss=0.2858, simple_loss=0.3382, pruned_loss=0.1167, over 12395.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03359, over 80.00 utterances.], tot_loss[loss=0.2946, simple_loss=0.3559, pruned_loss=0.1167, over 2474609.24 frames. utt_duration=478 frames, utt_pad_proportion=0.06899, over 20770.94 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.3509, pruned_loss=0.1141, over 2468547.31 frames. utt_duration=1231 frames, utt_pad_proportion=0.06113, over 8032.58 utterances.], giga_tot_loss[loss=0.2963, simple_loss=0.3576, pruned_loss=0.1175, over 2475254.16 frames. utt_duration=442.5 frames, utt_pad_proportion=0.06976, over 22448.92 utterances.], batch size: 80, lr: 9.22e-04
2022-08-21 07:49:11,455 INFO [train.py:927] (6/8) Epoch 2, batch 25850, giga_loss[loss=0.2729, simple_loss=0.3381, pruned_loss=0.1039, over 12392.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0366, over 113.00 utterances.], tot_loss[loss=0.295, simple_loss=0.3553, pruned_loss=0.1174, over 2475100.74 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07289, over 21612.10 utterances.], libri_tot_loss[loss=0.2896, simple_loss=0.351, pruned_loss=0.1141, over 2468822.15 frames. utt_duration=1229 frames, utt_pad_proportion=0.06094, over 8046.88 utterances.], giga_tot_loss[loss=0.2965, simple_loss=0.3567, pruned_loss=0.1181, over 2475475.58 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07338, over 23179.53 utterances.], batch size: 113, lr: 9.22e-04
2022-08-21 07:50:52,295 INFO [train.py:927] (6/8) Epoch 2, batch 25900, giga_loss[loss=0.2795, simple_loss=0.3435, pruned_loss=0.1077, over 12348.00 frames. utt_duration=476.4 frames, utt_pad_proportion=0.03566, over 104.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.351, pruned_loss=0.1128, over 2475311.67 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07628, over 21919.52 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3512, pruned_loss=0.1142, over 2468787.82 frames. utt_duration=1222 frames, utt_pad_proportion=0.06457, over 8093.13 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.352, pruned_loss=0.1133, over 2475779.77 frames. utt_duration=423.9 frames, utt_pad_proportion=0.07537, over 23446.36 utterances.], batch size: 104, lr: 9.21e-04
2022-08-21 07:52:43,654 INFO [train.py:927] (6/8) Epoch 2, batch 25950, giga_loss[loss=0.2577, simple_loss=0.3232, pruned_loss=0.09615, over 12373.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03081, over 62.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3476, pruned_loss=0.1108, over 2475009.58 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07539, over 21401.72 utterances.], libri_tot_loss[loss=0.2894, simple_loss=0.3508, pruned_loss=0.114, over 2468904.13 frames. utt_duration=1224 frames, utt_pad_proportion=0.06359, over 8075.38 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3487, pruned_loss=0.1114, over 2475409.89 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07507, over 22874.31 utterances.], batch size: 62, lr: 9.21e-04
2022-08-21 07:54:25,360 INFO [train.py:927] (6/8) Epoch 2, batch 26000, giga_loss[loss=0.2996, simple_loss=0.3594, pruned_loss=0.1198, over 12409.00 frames. utt_duration=974.6 frames, utt_pad_proportion=0.02926, over 51.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.3472, pruned_loss=0.1101, over 2475185.62 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07428, over 21015.29 utterances.], libri_tot_loss[loss=0.2898, simple_loss=0.3513, pruned_loss=0.1141, over 2469126.32 frames. utt_duration=1214 frames, utt_pad_proportion=0.06659, over 8142.97 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3475, pruned_loss=0.1104, over 2475417.06 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07307, over 22357.82 utterances.], batch size: 51, lr: 9.20e-04
2022-08-21 07:56:07,338 INFO [train.py:927] (6/8) Epoch 2, batch 26050, giga_loss[loss=0.2744, simple_loss=0.3419, pruned_loss=0.1035, over 12345.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03388, over 51.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3488, pruned_loss=0.1106, over 2475434.60 frames. utt_duration=469 frames, utt_pad_proportion=0.07857, over 21178.58 utterances.], libri_tot_loss[loss=0.29, simple_loss=0.352, pruned_loss=0.114, over 2469097.73 frames. utt_duration=1216 frames, utt_pad_proportion=0.06612, over 8129.60 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3484, pruned_loss=0.1108, over 2475693.61 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07756, over 22357.14 utterances.], batch size: 51, lr: 9.20e-04
2022-08-21 07:57:48,450 INFO [train.py:927] (6/8) Epoch 2, batch 26100, giga_loss[loss=0.2858, simple_loss=0.351, pruned_loss=0.1103, over 12469.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02962, over 75.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.3495, pruned_loss=0.1113, over 2474876.19 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07886, over 21279.08 utterances.], libri_tot_loss[loss=0.2908, simple_loss=0.3531, pruned_loss=0.1142, over 2469004.02 frames. utt_duration=1214 frames, utt_pad_proportion=0.06628, over 8148.09 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3481, pruned_loss=0.1112, over 2475253.44 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0781, over 22431.46 utterances.], batch size: 75, lr: 9.20e-04
2022-08-21 07:59:30,881 INFO [train.py:927] (6/8) Epoch 2, batch 26150, giga_loss[loss=0.3061, simple_loss=0.3472, pruned_loss=0.1325, over 12364.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 372.00 utterances.], tot_loss[loss=0.2907, simple_loss=0.3527, pruned_loss=0.1143, over 2474559.51 frames. utt_duration=457.6 frames, utt_pad_proportion=0.08609, over 21698.65 utterances.], libri_tot_loss[loss=0.2925, simple_loss=0.3542, pruned_loss=0.1154, over 2469257.19 frames. utt_duration=1158 frames, utt_pad_proportion=0.08549, over 8537.44 utterances.], giga_tot_loss[loss=0.2885, simple_loss=0.3506, pruned_loss=0.1132, over 2474744.99 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07878, over 22560.05 utterances.], batch size: 372, lr: 9.19e-04
2022-08-21 08:00:16,866 INFO [train.py:844] (6/8) libri reaches end of dataloader
2022-08-21 08:02:46,693 INFO [train.py:927] (6/8) Epoch 3, batch 50, giga_loss[loss=0.2854, simple_loss=0.3412, pruned_loss=0.1148, over 12363.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.272, simple_loss=0.347, pruned_loss=0.09845, over 548003.17 frames. utt_duration=547.1 frames, utt_pad_proportion=0.07253, over 4017.69 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3074, pruned_loss=0.08077, over 60637.39 frames. utt_duration=1571 frames, utt_pad_proportion=0.01275, over 154.49 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3511, pruned_loss=0.1002, over 499636.47 frames. utt_duration=512.4 frames, utt_pad_proportion=0.07443, over 3911.93 utterances.], batch size: 366, lr: 9.12e-04
2022-08-21 08:04:30,694 INFO [train.py:927] (6/8) Epoch 3, batch 100, giga_loss[loss=0.1872, simple_loss=0.2704, pruned_loss=0.05197, over 12375.00 frames. utt_duration=661.6 frames, utt_pad_proportion=0.03697, over 75.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3277, pruned_loss=0.08739, over 975195.74 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06378, over 6945.97 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3403, pruned_loss=0.08445, over 132160.80 frames. utt_duration=1497 frames, utt_pad_proportion=0.01051, over 353.41 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3256, pruned_loss=0.0878, over 890600.66 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06618, over 6834.67 utterances.], batch size: 75, lr: 9.11e-04
2022-08-21 08:06:13,041 INFO [train.py:927] (6/8) Epoch 3, batch 150, giga_loss[loss=0.1895, simple_loss=0.2723, pruned_loss=0.05337, over 12411.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02452, over 48.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3134, pruned_loss=0.07959, over 1307354.73 frames. utt_duration=607.4 frames, utt_pad_proportion=0.05555, over 8629.96 utterances.], libri_tot_loss[loss=0.2643, simple_loss=0.3567, pruned_loss=0.08602, over 189811.72 frames. utt_duration=1523 frames, utt_pad_proportion=0.009472, over 499.12 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3079, pruned_loss=0.07903, over 1210535.63 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05786, over 8579.14 utterances.], batch size: 48, lr: 9.11e-04
2022-08-21 08:07:55,703 INFO [train.py:927] (6/8) Epoch 3, batch 200, giga_loss[loss=0.2752, simple_loss=0.3166, pruned_loss=0.1169, over 12392.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1071, over 259.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3013, pruned_loss=0.07504, over 1566285.18 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06502, over 10906.41 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3411, pruned_loss=0.08288, over 279661.91 frames. utt_duration=1516 frames, utt_pad_proportion=0.009344, over 738.79 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.2965, pruned_loss=0.07437, over 1450633.61 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06764, over 10980.43 utterances.], batch size: 259, lr: 9.11e-04
2022-08-21 08:09:38,841 INFO [train.py:927] (6/8) Epoch 3, batch 250, giga_loss[loss=0.1976, simple_loss=0.2724, pruned_loss=0.06142, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03201, over 80.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.293, pruned_loss=0.0717, over 1767464.18 frames. utt_duration=574.7 frames, utt_pad_proportion=0.06236, over 12335.02 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3394, pruned_loss=0.08451, over 333953.50 frames. utt_duration=1360 frames, utt_pad_proportion=0.05123, over 982.93 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.288, pruned_loss=0.07041, over 1657257.58 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06246, over 12432.08 utterances.], batch size: 80, lr: 9.10e-04
2022-08-21 08:11:20,705 INFO [train.py:927] (6/8) Epoch 3, batch 300, giga_loss[loss=0.1985, simple_loss=0.275, pruned_loss=0.06097, over 12387.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05893, over 182.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2871, pruned_loss=0.06876, over 1924279.53 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05992, over 13866.89 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3349, pruned_loss=0.08311, over 366160.46 frames. utt_duration=1377 frames, utt_pad_proportion=0.04728, over 1064.74 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.283, pruned_loss=0.06768, over 1828635.28 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06034, over 14036.57 utterances.], batch size: 182, lr: 9.10e-04
2022-08-21 08:13:01,490 INFO [train.py:927] (6/8) Epoch 3, batch 350, giga_loss[loss=0.1834, simple_loss=0.2437, pruned_loss=0.0616, over 12372.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04433, over 37.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.283, pruned_loss=0.06736, over 2046462.05 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06389, over 14908.67 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3342, pruned_loss=0.0841, over 418513.07 frames. utt_duration=1348 frames, utt_pad_proportion=0.04807, over 1243.34 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2785, pruned_loss=0.06587, over 1959121.90 frames. utt_duration=517.6 frames, utt_pad_proportion=0.0643, over 15183.07 utterances.], batch size: 37, lr: 9.09e-04
2022-08-21 08:14:43,356 INFO [train.py:927] (6/8) Epoch 3, batch 400, giga_loss[loss=0.1595, simple_loss=0.2442, pruned_loss=0.0374, over 12456.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2797, pruned_loss=0.06573, over 2141489.40 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06483, over 15874.79 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3337, pruned_loss=0.08526, over 478995.58 frames. utt_duration=1294 frames, utt_pad_proportion=0.06304, over 1482.47 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2747, pruned_loss=0.06379, over 2061637.17 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06419, over 16240.55 utterances.], batch size: 75, lr: 9.09e-04
2022-08-21 08:16:26,680 INFO [train.py:927] (6/8) Epoch 3, batch 450, giga_loss[loss=0.1575, simple_loss=0.2354, pruned_loss=0.03976, over 12342.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03308, over 51.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2766, pruned_loss=0.06363, over 2214957.05 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06333, over 16033.57 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3395, pruned_loss=0.08614, over 508624.49 frames. utt_duration=1281 frames, utt_pad_proportion=0.06281, over 1590.56 utterances.], giga_tot_loss[loss=0.1969, simple_loss=0.2706, pruned_loss=0.06159, over 2148072.05 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06292, over 16419.71 utterances.], batch size: 51, lr: 9.08e-04
2022-08-21 08:18:08,503 INFO [train.py:927] (6/8) Epoch 3, batch 500, giga_loss[loss=0.2642, simple_loss=0.3353, pruned_loss=0.09658, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03646, over 40.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2832, pruned_loss=0.06796, over 2272399.22 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06414, over 16370.75 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3384, pruned_loss=0.08673, over 566620.88 frames. utt_duration=1237 frames, utt_pad_proportion=0.07558, over 1834.12 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2771, pruned_loss=0.0657, over 2212801.81 frames. utt_duration=526.7 frames, utt_pad_proportion=0.06244, over 16853.51 utterances.], batch size: 40, lr: 9.08e-04
2022-08-21 08:19:53,280 INFO [train.py:927] (6/8) Epoch 3, batch 550, giga_loss[loss=0.2849, simple_loss=0.3583, pruned_loss=0.1057, over 12454.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.0348, over 123.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.2977, pruned_loss=0.07624, over 2316794.35 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06151, over 16547.43 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3358, pruned_loss=0.08695, over 613716.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.07029, over 1960.86 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.2927, pruned_loss=0.07421, over 2265339.92 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06067, over 17131.53 utterances.], batch size: 123, lr: 9.08e-04
2022-08-21 08:21:37,182 INFO [train.py:927] (6/8) Epoch 3, batch 600, giga_loss[loss=0.2232, simple_loss=0.3088, pruned_loss=0.06876, over 12320.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04491, over 26.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3062, pruned_loss=0.07974, over 2351364.50 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06424, over 17137.09 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.336, pruned_loss=0.08764, over 623090.67 frames. utt_duration=1254 frames, utt_pad_proportion=0.06912, over 1990.05 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3022, pruned_loss=0.07805, over 2310439.12 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06362, over 17631.65 utterances.], batch size: 26, lr: 9.07e-04
2022-08-21 08:23:18,713 INFO [train.py:927] (6/8) Epoch 3, batch 650, giga_loss[loss=0.2889, simple_loss=0.3534, pruned_loss=0.1122, over 12409.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04344, over 146.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3109, pruned_loss=0.08143, over 2378647.78 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06275, over 17326.09 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3353, pruned_loss=0.08797, over 677755.73 frames. utt_duration=1270 frames, utt_pad_proportion=0.0642, over 2137.51 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3073, pruned_loss=0.07983, over 2343087.39 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06276, over 18008.17 utterances.], batch size: 146, lr: 9.07e-04
2022-08-21 08:25:02,344 INFO [train.py:927] (6/8) Epoch 3, batch 700, giga_loss[loss=0.246, simple_loss=0.3195, pruned_loss=0.08623, over 12205.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03157, over 39.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3151, pruned_loss=0.0842, over 2399279.79 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06537, over 17468.15 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.333, pruned_loss=0.08689, over 730916.53 frames. utt_duration=1281 frames, utt_pad_proportion=0.05926, over 2284.54 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3123, pruned_loss=0.08311, over 2368532.76 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06581, over 18281.88 utterances.], batch size: 39, lr: 9.06e-04
2022-08-21 08:26:44,203 INFO [train.py:927] (6/8) Epoch 3, batch 750, libri_loss[loss=0.3065, simple_loss=0.3689, pruned_loss=0.1221, over 12451.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.0147, over 40.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3198, pruned_loss=0.08636, over 2416718.86 frames. utt_duration=529.2 frames, utt_pad_proportion=0.07198, over 18319.77 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3329, pruned_loss=0.08758, over 782974.98 frames. utt_duration=1251 frames, utt_pad_proportion=0.07005, over 2506.65 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3171, pruned_loss=0.08523, over 2389915.67 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07096, over 19187.21 utterances.], batch size: 40, lr: 9.06e-04
2022-08-21 08:28:26,350 INFO [train.py:927] (6/8) Epoch 3, batch 800, libri_loss[loss=0.233, simple_loss=0.3121, pruned_loss=0.07697, over 12447.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006836, over 32.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3229, pruned_loss=0.08673, over 2429255.53 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06882, over 17405.70 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3321, pruned_loss=0.0877, over 840891.86 frames. utt_duration=1263 frames, utt_pad_proportion=0.06528, over 2666.45 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3207, pruned_loss=0.08577, over 2406386.32 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06871, over 18434.19 utterances.], batch size: 32, lr: 9.05e-04
2022-08-21 08:30:09,560 INFO [train.py:927] (6/8) Epoch 3, batch 850, giga_loss[loss=0.249, simple_loss=0.3284, pruned_loss=0.08485, over 12457.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03467, over 86.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3242, pruned_loss=0.08567, over 2439096.27 frames. utt_duration=559.1 frames, utt_pad_proportion=0.06828, over 17498.43 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3322, pruned_loss=0.08756, over 857038.35 frames. utt_duration=1263 frames, utt_pad_proportion=0.06375, over 2717.65 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3224, pruned_loss=0.08494, over 2420884.56 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06841, over 18385.81 utterances.], batch size: 86, lr: 9.05e-04
2022-08-21 08:31:52,178 INFO [train.py:927] (6/8) Epoch 3, batch 900, giga_loss[loss=0.3009, simple_loss=0.3577, pruned_loss=0.1221, over 12359.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04328, over 133.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3257, pruned_loss=0.08599, over 2446199.46 frames. utt_duration=575.3 frames, utt_pad_proportion=0.06398, over 17051.15 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3322, pruned_loss=0.08705, over 880852.47 frames. utt_duration=1262 frames, utt_pad_proportion=0.06257, over 2795.58 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3241, pruned_loss=0.08556, over 2431694.28 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06443, over 17881.60 utterances.], batch size: 133, lr: 9.05e-04
2022-08-21 08:33:37,574 INFO [train.py:927] (6/8) Epoch 3, batch 950, giga_loss[loss=0.2767, simple_loss=0.3444, pruned_loss=0.1045, over 12372.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02541, over 70.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3314, pruned_loss=0.09084, over 2451991.72 frames. utt_duration=585.5 frames, utt_pad_proportion=0.06369, over 16793.76 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3376, pruned_loss=0.08859, over 935551.34 frames. utt_duration=1275 frames, utt_pad_proportion=0.05855, over 2938.39 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3281, pruned_loss=0.09001, over 2439736.31 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06469, over 17774.53 utterances.], batch size: 70, lr: 9.04e-04
2022-08-21 08:35:20,292 INFO [train.py:927] (6/8) Epoch 3, batch 1000, giga_loss[loss=0.2367, simple_loss=0.3043, pruned_loss=0.0845, over 12355.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04642, over 26.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.329, pruned_loss=0.08999, over 2455706.50 frames. utt_duration=625 frames, utt_pad_proportion=0.06022, over 15754.18 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3348, pruned_loss=0.08772, over 1002858.41 frames. utt_duration=1296 frames, utt_pad_proportion=0.05423, over 3098.67 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3272, pruned_loss=0.08972, over 2445446.13 frames. utt_duration=578.8 frames, utt_pad_proportion=0.06204, over 16944.81 utterances.], batch size: 26, lr: 9.04e-04
2022-08-21 08:37:02,630 INFO [train.py:927] (6/8) Epoch 3, batch 1050, giga_loss[loss=0.2235, simple_loss=0.3016, pruned_loss=0.07271, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02478, over 48.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3279, pruned_loss=0.09057, over 2458783.31 frames. utt_duration=610.3 frames, utt_pad_proportion=0.06577, over 16153.73 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3337, pruned_loss=0.08729, over 1024419.43 frames. utt_duration=1299 frames, utt_pad_proportion=0.05277, over 3156.86 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3268, pruned_loss=0.09056, over 2450825.44 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06714, over 17211.81 utterances.], batch size: 48, lr: 9.03e-04
2022-08-21 08:38:48,555 INFO [train.py:927] (6/8) Epoch 3, batch 1100, giga_loss[loss=0.269, simple_loss=0.3376, pruned_loss=0.1002, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03307, over 37.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3268, pruned_loss=0.08974, over 2462128.23 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06601, over 16923.83 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3337, pruned_loss=0.08752, over 1038596.30 frames. utt_duration=1301 frames, utt_pad_proportion=0.05173, over 3197.19 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3258, pruned_loss=0.08968, over 2455996.96 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06727, over 17836.78 utterances.], batch size: 37, lr: 9.03e-04
2022-08-21 08:40:33,790 INFO [train.py:927] (6/8) Epoch 3, batch 1150, giga_loss[loss=0.2557, simple_loss=0.3175, pruned_loss=0.09696, over 12372.00 frames. utt_duration=272 frames, utt_pad_proportion=0.0654, over 183.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3221, pruned_loss=0.08707, over 2464638.20 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06462, over 17010.07 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3319, pruned_loss=0.08687, over 1087365.76 frames. utt_duration=1313 frames, utt_pad_proportion=0.04869, over 3317.35 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3217, pruned_loss=0.0873, over 2460075.29 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06637, over 18076.42 utterances.], batch size: 183, lr: 9.03e-04
2022-08-21 08:42:20,106 INFO [train.py:927] (6/8) Epoch 3, batch 1200, giga_loss[loss=0.2389, simple_loss=0.3145, pruned_loss=0.08169, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03151, over 58.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3186, pruned_loss=0.08515, over 2466606.81 frames. utt_duration=551.2 frames, utt_pad_proportion=0.07067, over 17949.90 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3338, pruned_loss=0.08752, over 1121862.17 frames. utt_duration=1285 frames, utt_pad_proportion=0.05732, over 3497.36 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3173, pruned_loss=0.08503, over 2462619.84 frames. utt_duration=521 frames, utt_pad_proportion=0.07036, over 18959.81 utterances.], batch size: 58, lr: 9.02e-04
2022-08-21 08:44:13,081 INFO [train.py:927] (6/8) Epoch 3, batch 1250, giga_loss[loss=0.2115, simple_loss=0.2953, pruned_loss=0.06388, over 12438.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3171, pruned_loss=0.08443, over 2467981.16 frames. utt_duration=553.1 frames, utt_pad_proportion=0.07004, over 17897.15 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3337, pruned_loss=0.08748, over 1142198.86 frames. utt_duration=1275 frames, utt_pad_proportion=0.05777, over 3587.60 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3159, pruned_loss=0.0843, over 2464602.82 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06981, over 18807.62 utterances.], batch size: 75, lr: 9.02e-04
2022-08-21 08:45:56,630 INFO [train.py:927] (6/8) Epoch 3, batch 1300, giga_loss[loss=0.2072, simple_loss=0.2711, pruned_loss=0.07159, over 12188.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.03415, over 28.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3151, pruned_loss=0.0843, over 2468984.86 frames. utt_duration=554 frames, utt_pad_proportion=0.06824, over 17875.95 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3338, pruned_loss=0.08779, over 1148961.87 frames. utt_duration=1276 frames, utt_pad_proportion=0.05725, over 3606.66 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.314, pruned_loss=0.08406, over 2466226.99 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06825, over 18635.38 utterances.], batch size: 28, lr: 9.01e-04
2022-08-21 08:47:40,208 INFO [train.py:927] (6/8) Epoch 3, batch 1350, giga_loss[loss=0.2422, simple_loss=0.3034, pruned_loss=0.09053, over 12177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.0329, over 39.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3117, pruned_loss=0.08321, over 2469699.05 frames. utt_duration=562.8 frames, utt_pad_proportion=0.06621, over 17598.97 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3332, pruned_loss=0.08856, over 1188070.74 frames. utt_duration=1259 frames, utt_pad_proportion=0.06415, over 3780.35 utterances.], giga_tot_loss[loss=0.2378, simple_loss=0.3105, pruned_loss=0.08256, over 2467478.53 frames. utt_duration=537 frames, utt_pad_proportion=0.06525, over 18432.64 utterances.], batch size: 39, lr: 9.01e-04
2022-08-21 08:49:20,721 INFO [train.py:927] (6/8) Epoch 3, batch 1400, giga_loss[loss=0.238, simple_loss=0.3061, pruned_loss=0.08497, over 12317.00 frames. utt_duration=705.2 frames, utt_pad_proportion=0.03271, over 70.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3078, pruned_loss=0.08117, over 2470577.30 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06003, over 17016.53 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.3321, pruned_loss=0.0882, over 1225870.33 frames. utt_duration=1266 frames, utt_pad_proportion=0.06137, over 3877.51 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3068, pruned_loss=0.08066, over 2468991.78 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06005, over 17961.96 utterances.], batch size: 70, lr: 9.01e-04
2022-08-21 08:51:03,992 INFO [train.py:927] (6/8) Epoch 3, batch 1450, giga_loss[loss=0.2073, simple_loss=0.274, pruned_loss=0.07029, over 12323.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02589, over 45.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3046, pruned_loss=0.07948, over 2470852.71 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05588, over 16504.33 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3316, pruned_loss=0.08779, over 1262601.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.06059, over 4002.45 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3033, pruned_loss=0.07906, over 2469708.43 frames. utt_duration=566.3 frames, utt_pad_proportion=0.05625, over 17490.11 utterances.], batch size: 45, lr: 9.00e-04
2022-08-21 08:52:46,493 INFO [train.py:927] (6/8) Epoch 3, batch 1500, giga_loss[loss=0.2, simple_loss=0.2683, pruned_loss=0.06583, over 12243.00 frames. utt_duration=1168 frames, utt_pad_proportion=0.02951, over 42.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3011, pruned_loss=0.07802, over 2471191.52 frames. utt_duration=613.9 frames, utt_pad_proportion=0.05497, over 16141.03 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3317, pruned_loss=0.0878, over 1280655.65 frames. utt_duration=1267 frames, utt_pad_proportion=0.05924, over 4049.21 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.2996, pruned_loss=0.07756, over 2470271.32 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05558, over 17043.10 utterances.], batch size: 42, lr: 9.00e-04
2022-08-21 08:54:29,998 INFO [train.py:927] (6/8) Epoch 3, batch 1550, giga_loss[loss=0.2968, simple_loss=0.3593, pruned_loss=0.1172, over 12368.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07083, over 211.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.304, pruned_loss=0.08054, over 2471720.13 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05858, over 16866.62 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3318, pruned_loss=0.08822, over 1304046.35 frames. utt_duration=1269 frames, utt_pad_proportion=0.05751, over 4114.72 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3022, pruned_loss=0.07981, over 2471227.10 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05919, over 17741.25 utterances.], batch size: 211, lr: 8.99e-04
2022-08-21 08:56:12,953 INFO [train.py:927] (6/8) Epoch 3, batch 1600, libri_loss[loss=0.2524, simple_loss=0.3338, pruned_loss=0.08554, over 12479.00 frames. utt_duration=980.2 frames, utt_pad_proportion=0.04832, over 51.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3079, pruned_loss=0.08273, over 2471771.19 frames. utt_duration=601.1 frames, utt_pad_proportion=0.0591, over 16488.76 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3315, pruned_loss=0.08823, over 1344112.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.06222, over 4316.05 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3058, pruned_loss=0.08195, over 2471515.76 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05866, over 17405.44 utterances.], batch size: 51, lr: 8.99e-04
2022-08-21 08:57:55,750 INFO [train.py:927] (6/8) Epoch 3, batch 1650, giga_loss[loss=0.2816, simple_loss=0.3611, pruned_loss=0.101, over 12353.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3153, pruned_loss=0.08688, over 2472311.70 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06825, over 17820.20 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3299, pruned_loss=0.08719, over 1382684.04 frames. utt_duration=1256 frames, utt_pad_proportion=0.0594, over 4409.70 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3138, pruned_loss=0.08669, over 2472397.54 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06808, over 18876.37 utterances.], batch size: 97, lr: 8.98e-04
2022-08-21 08:59:38,716 INFO [train.py:927] (6/8) Epoch 3, batch 1700, giga_loss[loss=0.2493, simple_loss=0.3262, pruned_loss=0.08621, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0306, over 42.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3218, pruned_loss=0.08916, over 2471845.37 frames. utt_duration=555 frames, utt_pad_proportion=0.06809, over 17864.37 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3305, pruned_loss=0.08658, over 1409201.33 frames. utt_duration=1262 frames, utt_pad_proportion=0.05748, over 4471.90 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3201, pruned_loss=0.08934, over 2472317.86 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06848, over 18961.53 utterances.], batch size: 42, lr: 8.98e-04
2022-08-21 09:01:18,028 INFO [train.py:927] (6/8) Epoch 3, batch 1750, giga_loss[loss=0.2615, simple_loss=0.338, pruned_loss=0.09247, over 12313.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0345, over 51.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3239, pruned_loss=0.08982, over 2472397.33 frames. utt_duration=543.5 frames, utt_pad_proportion=0.0677, over 18245.60 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3288, pruned_loss=0.08596, over 1445937.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.05557, over 4554.74 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3232, pruned_loss=0.09046, over 2472698.77 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06857, over 19500.78 utterances.], batch size: 51, lr: 8.98e-04
2022-08-21 09:02:59,156 INFO [train.py:927] (6/8) Epoch 3, batch 1800, giga_loss[loss=0.2069, simple_loss=0.289, pruned_loss=0.06235, over 12270.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.03608, over 51.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3211, pruned_loss=0.08673, over 2472280.97 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06267, over 18000.51 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3287, pruned_loss=0.08597, over 1471265.17 frames. utt_duration=1264 frames, utt_pad_proportion=0.05579, over 4661.79 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3205, pruned_loss=0.08728, over 2472597.92 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06374, over 19205.58 utterances.], batch size: 51, lr: 8.97e-04
2022-08-21 09:04:41,913 INFO [train.py:927] (6/8) Epoch 3, batch 1850, giga_loss[loss=0.2488, simple_loss=0.3304, pruned_loss=0.0836, over 12422.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03093, over 75.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3233, pruned_loss=0.08735, over 2472876.17 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05976, over 18251.87 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3289, pruned_loss=0.08611, over 1481223.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.05668, over 4716.11 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3227, pruned_loss=0.08772, over 2473152.79 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06057, over 19270.46 utterances.], batch size: 75, lr: 8.97e-04
2022-08-21 09:06:25,887 INFO [train.py:927] (6/8) Epoch 3, batch 1900, giga_loss[loss=0.3189, simple_loss=0.3637, pruned_loss=0.137, over 12365.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3253, pruned_loss=0.08861, over 2473131.52 frames. utt_duration=548 frames, utt_pad_proportion=0.0619, over 18100.63 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3292, pruned_loss=0.08614, over 1515337.27 frames. utt_duration=1257 frames, utt_pad_proportion=0.05549, over 4827.65 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3245, pruned_loss=0.08896, over 2473446.45 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06283, over 19257.29 utterances.], batch size: 260, lr: 8.96e-04
2022-08-21 09:08:09,096 INFO [train.py:927] (6/8) Epoch 3, batch 1950, giga_loss[loss=0.243, simple_loss=0.3196, pruned_loss=0.08319, over 12118.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03821, over 30.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3273, pruned_loss=0.09027, over 2473086.51 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06, over 17684.62 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3293, pruned_loss=0.0859, over 1548237.39 frames. utt_duration=1264 frames, utt_pad_proportion=0.05309, over 4903.58 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3265, pruned_loss=0.09079, over 2473498.74 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06151, over 18963.73 utterances.], batch size: 30, lr: 8.96e-04
2022-08-21 09:09:53,203 INFO [train.py:927] (6/8) Epoch 3, batch 2000, giga_loss[loss=0.2518, simple_loss=0.3315, pruned_loss=0.0861, over 12414.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02506, over 70.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3281, pruned_loss=0.09026, over 2473607.81 frames. utt_duration=550.1 frames, utt_pad_proportion=0.06131, over 18035.06 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3293, pruned_loss=0.08579, over 1557363.26 frames. utt_duration=1266 frames, utt_pad_proportion=0.05248, over 4927.51 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3274, pruned_loss=0.09078, over 2474021.18 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06258, over 19134.89 utterances.], batch size: 70, lr: 8.96e-04
2022-08-21 09:11:32,687 INFO [train.py:927] (6/8) Epoch 3, batch 2050, libri_loss[loss=0.2692, simple_loss=0.3447, pruned_loss=0.09688, over 12458.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008878, over 39.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3313, pruned_loss=0.0912, over 2474481.37 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05993, over 17861.74 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3299, pruned_loss=0.08566, over 1584915.17 frames. utt_duration=1264 frames, utt_pad_proportion=0.05187, over 5020.55 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3304, pruned_loss=0.09182, over 2474439.71 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06128, over 19010.86 utterances.], batch size: 39, lr: 8.95e-04
2022-08-21 09:13:16,204 INFO [train.py:927] (6/8) Epoch 3, batch 2100, giga_loss[loss=0.2419, simple_loss=0.3211, pruned_loss=0.08133, over 12374.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04013, over 113.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3301, pruned_loss=0.09102, over 2473323.93 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06346, over 17723.27 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3295, pruned_loss=0.08595, over 1606974.14 frames. utt_duration=1270 frames, utt_pad_proportion=0.05039, over 5067.58 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3297, pruned_loss=0.09149, over 2473241.81 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06481, over 18894.42 utterances.], batch size: 113, lr: 8.95e-04
2022-08-21 09:14:57,944 INFO [train.py:927] (6/8) Epoch 3, batch 2150, giga_loss[loss=0.2997, simple_loss=0.3695, pruned_loss=0.115, over 12446.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03009, over 75.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3281, pruned_loss=0.0906, over 2472816.22 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06593, over 17497.21 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3288, pruned_loss=0.08564, over 1620010.37 frames. utt_duration=1275 frames, utt_pad_proportion=0.04958, over 5087.49 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3282, pruned_loss=0.09119, over 2472670.76 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06713, over 18562.87 utterances.], batch size: 75, lr: 8.94e-04
2022-08-21 09:16:40,024 INFO [train.py:927] (6/8) Epoch 3, batch 2200, libri_loss[loss=0.2934, simple_loss=0.3688, pruned_loss=0.109, over 12439.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03482, over 46.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3295, pruned_loss=0.09153, over 2472643.94 frames. utt_duration=583 frames, utt_pad_proportion=0.06806, over 17008.03 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3303, pruned_loss=0.08667, over 1649395.95 frames. utt_duration=1242 frames, utt_pad_proportion=0.06135, over 5319.83 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3286, pruned_loss=0.09155, over 2472542.24 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06619, over 18046.75 utterances.], batch size: 46, lr: 8.94e-04
2022-08-21 09:18:21,992 INFO [train.py:927] (6/8) Epoch 3, batch 2250, libri_loss[loss=0.2836, simple_loss=0.3345, pruned_loss=0.1163, over 12343.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006193, over 33.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3286, pruned_loss=0.09054, over 2471635.40 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06394, over 16616.60 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.33, pruned_loss=0.08675, over 1657625.22 frames. utt_duration=1246 frames, utt_pad_proportion=0.06071, over 5329.61 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3281, pruned_loss=0.09053, over 2471537.54 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06282, over 17528.12 utterances.], batch size: 33, lr: 8.94e-04
2022-08-21 09:20:06,130 INFO [train.py:927] (6/8) Epoch 3, batch 2300, giga_loss[loss=0.2579, simple_loss=0.3269, pruned_loss=0.09451, over 12430.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03856, over 105.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3265, pruned_loss=0.08938, over 2471217.42 frames. utt_duration=620.1 frames, utt_pad_proportion=0.06259, over 15979.02 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3293, pruned_loss=0.0864, over 1669672.38 frames. utt_duration=1252 frames, utt_pad_proportion=0.05996, over 5342.56 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3265, pruned_loss=0.08962, over 2471214.61 frames. utt_duration=588.6 frames, utt_pad_proportion=0.06197, over 16836.65 utterances.], batch size: 105, lr: 8.93e-04
2022-08-21 09:21:49,735 INFO [train.py:927] (6/8) Epoch 3, batch 2350, libri_loss[loss=0.3284, simple_loss=0.3862, pruned_loss=0.1354, over 12415.00 frames. utt_duration=429.7 frames, utt_pad_proportion=0.3233, over 116.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.325, pruned_loss=0.08894, over 2471220.28 frames. utt_duration=615.2 frames, utt_pad_proportion=0.06974, over 16108.08 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3308, pruned_loss=0.08754, over 1693668.09 frames. utt_duration=1219 frames, utt_pad_proportion=0.07004, over 5562.36 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3239, pruned_loss=0.08849, over 2470981.69 frames. utt_duration=587 frames, utt_pad_proportion=0.06589, over 16881.54 utterances.], batch size: 116, lr: 8.93e-04
2022-08-21 09:23:32,135 INFO [train.py:927] (6/8) Epoch 3, batch 2400, giga_loss[loss=0.2587, simple_loss=0.3347, pruned_loss=0.09138, over 12378.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03516, over 122.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3242, pruned_loss=0.08875, over 2473024.44 frames. utt_duration=616 frames, utt_pad_proportion=0.06457, over 16097.42 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.33, pruned_loss=0.08715, over 1712982.99 frames. utt_duration=1227 frames, utt_pad_proportion=0.06824, over 5589.12 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3237, pruned_loss=0.08866, over 2472790.45 frames. utt_duration=585.8 frames, utt_pad_proportion=0.06225, over 16928.50 utterances.], batch size: 122, lr: 8.92e-04
2022-08-21 09:25:15,812 INFO [train.py:927] (6/8) Epoch 3, batch 2450, giga_loss[loss=0.2134, simple_loss=0.2837, pruned_loss=0.07158, over 12334.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02593, over 45.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3214, pruned_loss=0.08739, over 2471567.54 frames. utt_duration=632.3 frames, utt_pad_proportion=0.06252, over 15673.49 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.33, pruned_loss=0.08691, over 1727777.24 frames. utt_duration=1227 frames, utt_pad_proportion=0.06803, over 5640.11 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3208, pruned_loss=0.08748, over 2471609.35 frames. utt_duration=601.9 frames, utt_pad_proportion=0.06073, over 16467.04 utterances.], batch size: 45, lr: 8.92e-04
2022-08-21 09:26:55,879 INFO [train.py:927] (6/8) Epoch 3, batch 2500, giga_loss[loss=0.2442, simple_loss=0.3143, pruned_loss=0.08707, over 12297.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03679, over 51.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3198, pruned_loss=0.08708, over 2471423.00 frames. utt_duration=631 frames, utt_pad_proportion=0.05892, over 15703.67 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3304, pruned_loss=0.08695, over 1756777.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06516, over 5689.68 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3187, pruned_loss=0.08713, over 2471660.96 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05844, over 16655.07 utterances.], batch size: 51, lr: 8.92e-04
2022-08-21 09:28:38,337 INFO [train.py:927] (6/8) Epoch 3, batch 2550, giga_loss[loss=0.2361, simple_loss=0.3277, pruned_loss=0.07229, over 12404.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02571, over 70.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3176, pruned_loss=0.08602, over 2471223.98 frames. utt_duration=618.7 frames, utt_pad_proportion=0.06003, over 16016.46 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.331, pruned_loss=0.08741, over 1770980.62 frames. utt_duration=1223 frames, utt_pad_proportion=0.06928, over 5800.86 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3163, pruned_loss=0.08577, over 2471401.65 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05837, over 16850.53 utterances.], batch size: 70, lr: 8.91e-04
2022-08-21 09:30:20,539 INFO [train.py:927] (6/8) Epoch 3, batch 2600, giga_loss[loss=0.2564, simple_loss=0.3322, pruned_loss=0.09028, over 12361.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02885, over 91.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.318, pruned_loss=0.08615, over 2471649.21 frames. utt_duration=603.6 frames, utt_pad_proportion=0.06221, over 16419.07 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3311, pruned_loss=0.08753, over 1781409.71 frames. utt_duration=1226 frames, utt_pad_proportion=0.06813, over 5820.74 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3167, pruned_loss=0.08587, over 2471813.15 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06114, over 17196.92 utterances.], batch size: 91, lr: 8.91e-04
2022-08-21 09:32:01,795 INFO [train.py:927] (6/8) Epoch 3, batch 2650, giga_loss[loss=0.2336, simple_loss=0.3049, pruned_loss=0.08108, over 12352.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1908, over 365.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3192, pruned_loss=0.08605, over 2472031.99 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06095, over 16646.16 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3316, pruned_loss=0.08832, over 1801542.27 frames. utt_duration=1229 frames, utt_pad_proportion=0.06638, over 5869.52 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3175, pruned_loss=0.08529, over 2472444.36 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06058, over 17513.91 utterances.], batch size: 365, lr: 8.90e-04
2022-08-21 09:33:42,515 INFO [train.py:927] (6/8) Epoch 3, batch 2700, libri_loss[loss=0.2909, simple_loss=0.3623, pruned_loss=0.1098, over 12486.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.00768, over 39.00 utterances.], tot_loss[loss=0.245, simple_loss=0.319, pruned_loss=0.08551, over 2472373.36 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06259, over 16997.16 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3322, pruned_loss=0.08876, over 1818345.17 frames. utt_duration=1233 frames, utt_pad_proportion=0.06478, over 5904.40 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.317, pruned_loss=0.08453, over 2472495.08 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06265, over 17904.59 utterances.], batch size: 39, lr: 8.90e-04
2022-08-21 09:35:23,369 INFO [train.py:927] (6/8) Epoch 3, batch 2750, giga_loss[loss=0.2492, simple_loss=0.3128, pruned_loss=0.09274, over 12354.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1988, over 367.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3196, pruned_loss=0.08581, over 2472928.90 frames. utt_duration=556.4 frames, utt_pad_proportion=0.06864, over 17825.18 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3324, pruned_loss=0.08871, over 1828107.34 frames. utt_duration=1222 frames, utt_pad_proportion=0.06879, over 5989.00 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3177, pruned_loss=0.08503, over 2473014.97 frames. utt_duration=533 frames, utt_pad_proportion=0.06741, over 18612.83 utterances.], batch size: 367, lr: 8.90e-04
2022-08-21 09:37:05,693 INFO [train.py:927] (6/8) Epoch 3, batch 2800, giga_loss[loss=0.2582, simple_loss=0.3334, pruned_loss=0.09143, over 12436.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03826, over 123.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3225, pruned_loss=0.08663, over 2473061.21 frames. utt_duration=569 frames, utt_pad_proportion=0.06286, over 17430.94 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3335, pruned_loss=0.08859, over 1843833.79 frames. utt_duration=1227 frames, utt_pad_proportion=0.06707, over 6018.89 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3201, pruned_loss=0.08606, over 2473348.60 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06258, over 18292.03 utterances.], batch size: 123, lr: 8.89e-04
2022-08-21 09:38:47,388 INFO [train.py:927] (6/8) Epoch 3, batch 2850, giga_loss[loss=0.2482, simple_loss=0.3226, pruned_loss=0.08691, over 12362.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03167, over 51.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3226, pruned_loss=0.0861, over 2472537.94 frames. utt_duration=607.5 frames, utt_pad_proportion=0.0578, over 16319.62 utterances.], libri_tot_loss[loss=0.2545, simple_loss=0.3326, pruned_loss=0.08821, over 1856141.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.06579, over 6028.38 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3211, pruned_loss=0.08585, over 2472923.91 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05815, over 17184.95 utterances.], batch size: 51, lr: 8.89e-04
2022-08-21 09:40:28,364 INFO [train.py:927] (6/8) Epoch 3, batch 2900, giga_loss[loss=0.2951, simple_loss=0.3662, pruned_loss=0.112, over 12409.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04931, over 161.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3239, pruned_loss=0.08684, over 2472775.12 frames. utt_duration=613.3 frames, utt_pad_proportion=0.05599, over 16166.87 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3321, pruned_loss=0.08829, over 1877224.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.06355, over 6061.68 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3227, pruned_loss=0.08654, over 2473250.35 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05699, over 17157.00 utterances.], batch size: 161, lr: 8.88e-04
2022-08-21 09:42:08,346 INFO [train.py:927] (6/8) Epoch 3, batch 2950, giga_loss[loss=0.2117, simple_loss=0.2918, pruned_loss=0.06576, over 12257.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02927, over 42.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3242, pruned_loss=0.08716, over 2473303.45 frames. utt_duration=610.6 frames, utt_pad_proportion=0.05604, over 16241.38 utterances.], libri_tot_loss[loss=0.2548, simple_loss=0.3329, pruned_loss=0.08835, over 1891936.85 frames. utt_duration=1244 frames, utt_pad_proportion=0.06225, over 6091.88 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3225, pruned_loss=0.08683, over 2473712.73 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05719, over 17230.02 utterances.], batch size: 42, lr: 8.88e-04
2022-08-21 09:43:49,127 INFO [train.py:927] (6/8) Epoch 3, batch 3000, giga_loss[loss=0.2453, simple_loss=0.3229, pruned_loss=0.08382, over 12370.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06055, over 182.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3221, pruned_loss=0.08641, over 2472437.68 frames. utt_duration=584.8 frames, utt_pad_proportion=0.05794, over 16955.43 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3329, pruned_loss=0.08843, over 1900014.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.06138, over 6096.47 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3206, pruned_loss=0.08607, over 2473285.05 frames. utt_duration=555.1 frames, utt_pad_proportion=0.05897, over 17870.42 utterances.], batch size: 182, lr: 8.88e-04
2022-08-21 09:43:49,128 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 09:44:02,981 INFO [train.py:967] (6/8) Epoch 3, validation: loss=0.2162, simple_loss=0.3189, pruned_loss=0.05673, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 09:45:41,049 INFO [train.py:927] (6/8) Epoch 3, batch 3050, giga_loss[loss=0.2872, simple_loss=0.3422, pruned_loss=0.1161, over 12336.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1985, over 366.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3231, pruned_loss=0.08651, over 2473404.14 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05894, over 17248.64 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3333, pruned_loss=0.0889, over 1914127.49 frames. utt_duration=1235 frames, utt_pad_proportion=0.06477, over 6206.52 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3214, pruned_loss=0.08586, over 2474144.51 frames. utt_duration=547.9 frames, utt_pad_proportion=0.05846, over 18112.13 utterances.], batch size: 366, lr: 8.87e-04
2022-08-21 09:47:20,161 INFO [train.py:927] (6/8) Epoch 3, batch 3100, giga_loss[loss=0.2449, simple_loss=0.3126, pruned_loss=0.08861, over 12360.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3231, pruned_loss=0.08633, over 2473574.38 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05549, over 17315.95 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3332, pruned_loss=0.08871, over 1921978.81 frames. utt_duration=1241 frames, utt_pad_proportion=0.06395, over 6203.45 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3216, pruned_loss=0.08591, over 2474611.07 frames. utt_duration=546.9 frames, utt_pad_proportion=0.05547, over 18150.46 utterances.], batch size: 97, lr: 8.87e-04
2022-08-21 09:49:00,621 INFO [train.py:927] (6/8) Epoch 3, batch 3150, giga_loss[loss=0.239, simple_loss=0.308, pruned_loss=0.08499, over 12449.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03481, over 105.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3208, pruned_loss=0.08624, over 2474156.05 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05416, over 17114.97 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3333, pruned_loss=0.08899, over 1938548.90 frames. utt_duration=1244 frames, utt_pad_proportion=0.06266, over 6240.69 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3193, pruned_loss=0.08563, over 2474806.90 frames. utt_duration=550.1 frames, utt_pad_proportion=0.05452, over 18043.23 utterances.], batch size: 105, lr: 8.86e-04
2022-08-21 09:50:39,846 INFO [train.py:927] (6/8) Epoch 3, batch 3200, giga_loss[loss=0.2014, simple_loss=0.278, pruned_loss=0.06245, over 12296.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02791, over 45.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3192, pruned_loss=0.08632, over 2473904.56 frames. utt_duration=586.9 frames, utt_pad_proportion=0.05259, over 16902.54 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3331, pruned_loss=0.08907, over 1959133.61 frames. utt_duration=1251 frames, utt_pad_proportion=0.06078, over 6274.12 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3177, pruned_loss=0.08569, over 2474840.35 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05344, over 18010.78 utterances.], batch size: 45, lr: 8.86e-04
2022-08-21 09:52:27,466 INFO [train.py:927] (6/8) Epoch 3, batch 3250, giga_loss[loss=0.2789, simple_loss=0.3369, pruned_loss=0.1105, over 12382.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09744, over 256.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3157, pruned_loss=0.08476, over 2473681.47 frames. utt_duration=595.2 frames, utt_pad_proportion=0.0504, over 16665.59 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3325, pruned_loss=0.08869, over 1968880.97 frames. utt_duration=1255 frames, utt_pad_proportion=0.05986, over 6281.72 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3146, pruned_loss=0.08445, over 2474827.43 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05143, over 17721.15 utterances.], batch size: 256, lr: 8.86e-04
2022-08-21 09:54:08,578 INFO [train.py:927] (6/8) Epoch 3, batch 3300, giga_loss[loss=0.2004, simple_loss=0.2753, pruned_loss=0.06275, over 12350.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03284, over 51.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3117, pruned_loss=0.08306, over 2474359.91 frames. utt_duration=584.9 frames, utt_pad_proportion=0.05259, over 16963.81 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3324, pruned_loss=0.08855, over 1978895.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.05877, over 6293.99 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3106, pruned_loss=0.08283, over 2475274.42 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05355, over 17963.37 utterances.], batch size: 51, lr: 8.85e-04
2022-08-21 09:55:49,782 INFO [train.py:927] (6/8) Epoch 3, batch 3350, giga_loss[loss=0.2965, simple_loss=0.3478, pruned_loss=0.1226, over 12326.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1832, over 361.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3139, pruned_loss=0.08405, over 2474154.69 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05422, over 17006.84 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3326, pruned_loss=0.08862, over 1986468.82 frames. utt_duration=1255 frames, utt_pad_proportion=0.05887, over 6338.39 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3126, pruned_loss=0.08375, over 2474714.51 frames. utt_duration=554.5 frames, utt_pad_proportion=0.05481, over 17900.55 utterances.], batch size: 361, lr: 8.85e-04
2022-08-21 09:57:30,300 INFO [train.py:927] (6/8) Epoch 3, batch 3400, libri_loss[loss=0.3526, simple_loss=0.4954, pruned_loss=0.1049, over 12332.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007058, over 33.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3172, pruned_loss=0.08543, over 2474106.99 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05793, over 18058.81 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3336, pruned_loss=0.08873, over 1991122.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05836, over 6338.02 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3152, pruned_loss=0.08507, over 2474744.10 frames. utt_duration=526.1 frames, utt_pad_proportion=0.05839, over 18871.14 utterances.], batch size: 33, lr: 8.84e-04
2022-08-21 09:59:12,496 INFO [train.py:927] (6/8) Epoch 3, batch 3450, giga_loss[loss=0.3035, simple_loss=0.3675, pruned_loss=0.1198, over 12402.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3207, pruned_loss=0.08702, over 2473757.47 frames. utt_duration=537 frames, utt_pad_proportion=0.06152, over 18478.72 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.334, pruned_loss=0.08889, over 2002677.75 frames. utt_duration=1257 frames, utt_pad_proportion=0.05812, over 6381.39 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3185, pruned_loss=0.08654, over 2474588.69 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06177, over 19344.47 utterances.], batch size: 133, lr: 8.84e-04
2022-08-21 10:00:58,606 INFO [train.py:927] (6/8) Epoch 3, batch 3500, giga_loss[loss=0.2948, simple_loss=0.3717, pruned_loss=0.1089, over 12316.00 frames. utt_duration=667.2 frames, utt_pad_proportion=0.02876, over 74.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3268, pruned_loss=0.09238, over 2473906.48 frames. utt_duration=537 frames, utt_pad_proportion=0.06143, over 18479.91 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3328, pruned_loss=0.08833, over 2016432.27 frames. utt_duration=1264 frames, utt_pad_proportion=0.05658, over 6386.86 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3255, pruned_loss=0.0924, over 2474751.29 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06211, over 19479.30 utterances.], batch size: 74, lr: 8.84e-04
2022-08-21 10:02:40,282 INFO [train.py:927] (6/8) Epoch 3, batch 3550, giga_loss[loss=0.2372, simple_loss=0.3189, pruned_loss=0.07778, over 12315.00 frames. utt_duration=795.8 frames, utt_pad_proportion=0.03543, over 62.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3327, pruned_loss=0.09611, over 2473797.10 frames. utt_duration=568 frames, utt_pad_proportion=0.05722, over 17466.00 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3324, pruned_loss=0.08823, over 2032147.81 frames. utt_duration=1271 frames, utt_pad_proportion=0.05474, over 6405.19 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3319, pruned_loss=0.09634, over 2474537.55 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05862, over 18609.81 utterances.], batch size: 62, lr: 8.83e-04
2022-08-21 10:04:25,216 INFO [train.py:927] (6/8) Epoch 3, batch 3600, giga_loss[loss=0.2725, simple_loss=0.3438, pruned_loss=0.1006, over 12485.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03561, over 40.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3428, pruned_loss=0.1044, over 2473960.39 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06808, over 18603.62 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3332, pruned_loss=0.08868, over 2049408.92 frames. utt_duration=1260 frames, utt_pad_proportion=0.0577, over 6512.14 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3418, pruned_loss=0.1048, over 2474660.20 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06775, over 19867.85 utterances.], batch size: 40, lr: 8.83e-04
2022-08-21 10:06:10,229 INFO [train.py:927] (6/8) Epoch 3, batch 3650, giga_loss[loss=0.2825, simple_loss=0.3514, pruned_loss=0.1069, over 12328.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03391, over 85.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3492, pruned_loss=0.1104, over 2474052.42 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07607, over 19835.69 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3336, pruned_loss=0.08869, over 2057477.58 frames. utt_duration=1247 frames, utt_pad_proportion=0.06192, over 6605.63 utterances.], giga_tot_loss[loss=0.2853, simple_loss=0.3484, pruned_loss=0.1111, over 2474945.57 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07448, over 20987.87 utterances.], batch size: 85, lr: 8.83e-04
2022-08-21 10:07:55,214 INFO [train.py:927] (6/8) Epoch 3, batch 3700, giga_loss[loss=0.2815, simple_loss=0.345, pruned_loss=0.109, over 12303.00 frames. utt_duration=795.3 frames, utt_pad_proportion=0.03605, over 62.00 utterances.], tot_loss[loss=0.2908, simple_loss=0.3527, pruned_loss=0.1145, over 2474030.93 frames. utt_duration=488.4 frames, utt_pad_proportion=0.0753, over 20325.56 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3334, pruned_loss=0.08871, over 2069489.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.06021, over 6615.41 utterances.], giga_tot_loss[loss=0.2918, simple_loss=0.3525, pruned_loss=0.1156, over 2475028.07 frames. utt_duration=460 frames, utt_pad_proportion=0.07469, over 21592.46 utterances.], batch size: 62, lr: 8.82e-04
2022-08-21 10:09:43,177 INFO [train.py:927] (6/8) Epoch 3, batch 3750, giga_loss[loss=0.3242, simple_loss=0.379, pruned_loss=0.1347, over 12367.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03865, over 113.00 utterances.], tot_loss[loss=0.2978, simple_loss=0.3576, pruned_loss=0.119, over 2474049.49 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07744, over 20517.40 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3315, pruned_loss=0.0877, over 2089043.27 frames. utt_duration=1267 frames, utt_pad_proportion=0.05795, over 6601.79 utterances.], giga_tot_loss[loss=0.3019, simple_loss=0.3599, pruned_loss=0.1219, over 2475069.52 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07771, over 22192.35 utterances.], batch size: 113, lr: 8.82e-04
2022-08-21 10:11:32,085 INFO [train.py:927] (6/8) Epoch 3, batch 3800, giga_loss[loss=0.3481, simple_loss=0.3776, pruned_loss=0.1593, over 12338.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2048, over 369.00 utterances.], tot_loss[loss=0.3008, simple_loss=0.3591, pruned_loss=0.1213, over 2473804.86 frames. utt_duration=469.9 frames, utt_pad_proportion=0.08385, over 21123.46 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3316, pruned_loss=0.08777, over 2100475.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05645, over 6611.58 utterances.], giga_tot_loss[loss=0.3052, simple_loss=0.3616, pruned_loss=0.1244, over 2474598.63 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08412, over 22823.44 utterances.], batch size: 369, lr: 8.81e-04
2022-08-21 10:13:16,259 INFO [train.py:927] (6/8) Epoch 3, batch 3850, giga_loss[loss=0.292, simple_loss=0.3658, pruned_loss=0.1091, over 12367.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03122, over 62.00 utterances.], tot_loss[loss=0.3025, simple_loss=0.3604, pruned_loss=0.1223, over 2474110.99 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08721, over 22258.07 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3317, pruned_loss=0.0879, over 2107678.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.05542, over 6617.34 utterances.], giga_tot_loss[loss=0.3067, simple_loss=0.3628, pruned_loss=0.1253, over 2474940.75 frames. utt_duration=416.3 frames, utt_pad_proportion=0.08759, over 23864.41 utterances.], batch size: 62, lr: 8.81e-04
2022-08-21 10:15:01,194 INFO [train.py:927] (6/8) Epoch 3, batch 3900, giga_loss[loss=0.2942, simple_loss=0.3634, pruned_loss=0.1126, over 12377.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03286, over 122.00 utterances.], tot_loss[loss=0.3033, simple_loss=0.3615, pruned_loss=0.1226, over 2474434.53 frames. utt_duration=444 frames, utt_pad_proportion=0.08816, over 22367.51 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3316, pruned_loss=0.08793, over 2118477.15 frames. utt_duration=1279 frames, utt_pad_proportion=0.05412, over 6632.58 utterances.], giga_tot_loss[loss=0.308, simple_loss=0.3642, pruned_loss=0.1259, over 2475168.88 frames. utt_duration=413 frames, utt_pad_proportion=0.08896, over 24055.99 utterances.], batch size: 122, lr: 8.81e-04
2022-08-21 10:16:50,306 INFO [train.py:927] (6/8) Epoch 3, batch 3950, giga_loss[loss=0.2853, simple_loss=0.3668, pruned_loss=0.1018, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03258, over 42.00 utterances.], tot_loss[loss=0.3037, simple_loss=0.3623, pruned_loss=0.1226, over 2474688.06 frames. utt_duration=421.3 frames, utt_pad_proportion=0.09032, over 23578.33 utterances.], libri_tot_loss[loss=0.2537, simple_loss=0.3316, pruned_loss=0.08793, over 2118477.15 frames. utt_duration=1279 frames, utt_pad_proportion=0.05412, over 6632.58 utterances.], giga_tot_loss[loss=0.3073, simple_loss=0.3644, pruned_loss=0.1251, over 2475259.62 frames. utt_duration=399.2 frames, utt_pad_proportion=0.09081, over 24892.49 utterances.], batch size: 42, lr: 8.80e-04
2022-08-21 10:18:34,922 INFO [train.py:927] (6/8) Epoch 3, batch 4000, libri_loss[loss=0.427, simple_loss=0.595, pruned_loss=0.1295, over 12467.00 frames. utt_duration=960.4 frames, utt_pad_proportion=0.06759, over 52.00 utterances.], tot_loss[loss=0.3004, simple_loss=0.3613, pruned_loss=0.1198, over 2474607.80 frames. utt_duration=437.7 frames, utt_pad_proportion=0.08446, over 22692.32 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3338, pruned_loss=0.08844, over 2127479.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05431, over 6696.46 utterances.], giga_tot_loss[loss=0.3031, simple_loss=0.3618, pruned_loss=0.1221, over 2474869.36 frames. utt_duration=412.8 frames, utt_pad_proportion=0.08536, over 24065.37 utterances.], batch size: 52, lr: 8.80e-04
2022-08-21 10:20:20,101 INFO [train.py:927] (6/8) Epoch 3, batch 4050, giga_loss[loss=0.3487, simple_loss=0.3879, pruned_loss=0.1547, over 12427.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.2959, simple_loss=0.3578, pruned_loss=0.1169, over 2474389.04 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07969, over 21930.83 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3332, pruned_loss=0.08827, over 2135912.24 frames. utt_duration=1280 frames, utt_pad_proportion=0.05325, over 6682.16 utterances.], giga_tot_loss[loss=0.2993, simple_loss=0.3593, pruned_loss=0.1196, over 2474735.66 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08109, over 23381.66 utterances.], batch size: 183, lr: 8.79e-04
2022-08-21 10:22:13,314 INFO [train.py:927] (6/8) Epoch 3, batch 4100, giga_loss[loss=0.301, simple_loss=0.3567, pruned_loss=0.1226, over 12391.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05209, over 161.00 utterances.], tot_loss[loss=0.2928, simple_loss=0.3552, pruned_loss=0.1152, over 2474847.99 frames. utt_duration=453.2 frames, utt_pad_proportion=0.08109, over 21914.34 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3333, pruned_loss=0.08853, over 2144293.77 frames. utt_duration=1279 frames, utt_pad_proportion=0.0525, over 6716.52 utterances.], giga_tot_loss[loss=0.2961, simple_loss=0.3568, pruned_loss=0.1178, over 2475125.66 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08253, over 23387.26 utterances.], batch size: 161, lr: 8.79e-04
2022-08-21 10:24:03,516 INFO [train.py:927] (6/8) Epoch 3, batch 4150, giga_loss[loss=0.3045, simple_loss=0.3742, pruned_loss=0.1174, over 12462.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03459, over 86.00 utterances.], tot_loss[loss=0.2883, simple_loss=0.3534, pruned_loss=0.1116, over 2474954.13 frames. utt_duration=467.9 frames, utt_pad_proportion=0.08081, over 21223.43 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3329, pruned_loss=0.08841, over 2153753.15 frames. utt_duration=1283 frames, utt_pad_proportion=0.05121, over 6721.88 utterances.], giga_tot_loss[loss=0.2921, simple_loss=0.3556, pruned_loss=0.1144, over 2475477.78 frames. utt_duration=436 frames, utt_pad_proportion=0.08253, over 22788.66 utterances.], batch size: 86, lr: 8.79e-04
2022-08-21 10:25:49,369 INFO [train.py:927] (6/8) Epoch 3, batch 4200, giga_loss[loss=0.3108, simple_loss=0.3785, pruned_loss=0.1216, over 12432.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06623, over 184.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3533, pruned_loss=0.1101, over 2474346.67 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07912, over 20573.91 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3335, pruned_loss=0.08833, over 2166268.81 frames. utt_duration=1284 frames, utt_pad_proportion=0.05008, over 6758.46 utterances.], giga_tot_loss[loss=0.2909, simple_loss=0.3552, pruned_loss=0.1133, over 2474871.36 frames. utt_duration=444.8 frames, utt_pad_proportion=0.08134, over 22330.40 utterances.], batch size: 184, lr: 8.78e-04
2022-08-21 10:27:37,120 INFO [train.py:927] (6/8) Epoch 3, batch 4250, giga_loss[loss=0.2908, simple_loss=0.3551, pruned_loss=0.1133, over 12440.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03189, over 80.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3519, pruned_loss=0.1097, over 2474448.39 frames. utt_duration=491 frames, utt_pad_proportion=0.07524, over 20215.79 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3338, pruned_loss=0.08836, over 2172181.71 frames. utt_duration=1284 frames, utt_pad_proportion=0.04956, over 6776.01 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3536, pruned_loss=0.1125, over 2475044.69 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07763, over 21831.03 utterances.], batch size: 80, lr: 8.78e-04
2022-08-21 10:29:21,999 INFO [train.py:927] (6/8) Epoch 3, batch 4300, giga_loss[loss=0.2865, simple_loss=0.3529, pruned_loss=0.11, over 12367.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02809, over 91.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.3497, pruned_loss=0.1088, over 2474915.77 frames. utt_duration=503.5 frames, utt_pad_proportion=0.07483, over 19720.03 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3346, pruned_loss=0.0889, over 2178401.34 frames. utt_duration=1265 frames, utt_pad_proportion=0.05476, over 6895.69 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3507, pruned_loss=0.111, over 2475193.58 frames. utt_duration=470 frames, utt_pad_proportion=0.07554, over 21131.54 utterances.], batch size: 91, lr: 8.78e-04
2022-08-21 10:31:10,708 INFO [train.py:927] (6/8) Epoch 3, batch 4350, giga_loss[loss=0.266, simple_loss=0.3429, pruned_loss=0.09458, over 12341.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.02943, over 85.00 utterances.], tot_loss[loss=0.2801, simple_loss=0.3479, pruned_loss=0.1062, over 2474746.90 frames. utt_duration=517.3 frames, utt_pad_proportion=0.07065, over 19188.31 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3342, pruned_loss=0.08864, over 2187284.01 frames. utt_duration=1268 frames, utt_pad_proportion=0.05348, over 6910.63 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3494, pruned_loss=0.1086, over 2474900.03 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07207, over 20649.44 utterances.], batch size: 85, lr: 8.77e-04
2022-08-21 10:32:57,228 INFO [train.py:927] (6/8) Epoch 3, batch 4400, giga_loss[loss=0.2556, simple_loss=0.3306, pruned_loss=0.0903, over 12448.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03013, over 75.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3465, pruned_loss=0.1045, over 2474316.28 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06671, over 18334.60 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3345, pruned_loss=0.08878, over 2196670.95 frames. utt_duration=1255 frames, utt_pad_proportion=0.05715, over 7009.53 utterances.], giga_tot_loss[loss=0.2809, simple_loss=0.3478, pruned_loss=0.107, over 2474923.09 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06705, over 19796.37 utterances.], batch size: 75, lr: 8.77e-04
2022-08-21 10:34:42,441 INFO [train.py:927] (6/8) Epoch 3, batch 4450, giga_loss[loss=0.2773, simple_loss=0.3369, pruned_loss=0.1088, over 12413.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03775, over 105.00 utterances.], tot_loss[loss=0.2781, simple_loss=0.3459, pruned_loss=0.1052, over 2474115.44 frames. utt_duration=528.4 frames, utt_pad_proportion=0.06702, over 18780.47 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3347, pruned_loss=0.08912, over 2203086.62 frames. utt_duration=1244 frames, utt_pad_proportion=0.06173, over 7090.96 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3471, pruned_loss=0.1072, over 2475008.54 frames. utt_duration=493.1 frames, utt_pad_proportion=0.06586, over 20135.04 utterances.], batch size: 105, lr: 8.76e-04
2022-08-21 10:36:28,730 INFO [train.py:927] (6/8) Epoch 3, batch 4500, giga_loss[loss=0.3117, simple_loss=0.3631, pruned_loss=0.1301, over 12436.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05151, over 162.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3448, pruned_loss=0.1054, over 2474426.20 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06792, over 19183.97 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3346, pruned_loss=0.089, over 2210726.59 frames. utt_duration=1245 frames, utt_pad_proportion=0.06107, over 7113.63 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3462, pruned_loss=0.1075, over 2475505.97 frames. utt_duration=483 frames, utt_pad_proportion=0.06719, over 20561.79 utterances.], batch size: 162, lr: 8.76e-04
2022-08-21 10:38:14,051 INFO [train.py:927] (6/8) Epoch 3, batch 4550, giga_loss[loss=0.2687, simple_loss=0.3339, pruned_loss=0.1017, over 12425.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03311, over 75.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3443, pruned_loss=0.1053, over 2474622.01 frames. utt_duration=508.6 frames, utt_pad_proportion=0.07232, over 19519.18 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3351, pruned_loss=0.08877, over 2217601.89 frames. utt_duration=1251 frames, utt_pad_proportion=0.05986, over 7098.97 utterances.], giga_tot_loss[loss=0.2802, simple_loss=0.3452, pruned_loss=0.1076, over 2475180.83 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07192, over 20903.01 utterances.], batch size: 75, lr: 8.76e-04
2022-08-21 10:39:58,999 INFO [train.py:927] (6/8) Epoch 3, batch 4600, libri_loss[loss=0.2648, simple_loss=0.3458, pruned_loss=0.09193, over 12368.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01106, over 38.00 utterances.], tot_loss[loss=0.2771, simple_loss=0.344, pruned_loss=0.1051, over 2474530.54 frames. utt_duration=522.8 frames, utt_pad_proportion=0.06727, over 18985.53 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3351, pruned_loss=0.08888, over 2223855.22 frames. utt_duration=1255 frames, utt_pad_proportion=0.05858, over 7097.55 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.345, pruned_loss=0.1072, over 2475078.76 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06774, over 20370.18 utterances.], batch size: 38, lr: 8.75e-04
2022-08-21 10:41:42,707 INFO [train.py:927] (6/8) Epoch 3, batch 4650, giga_loss[loss=0.2564, simple_loss=0.3276, pruned_loss=0.09258, over 12394.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.0478, over 31.00 utterances.], tot_loss[loss=0.2777, simple_loss=0.3446, pruned_loss=0.1055, over 2474729.51 frames. utt_duration=513 frames, utt_pad_proportion=0.06928, over 19351.25 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.335, pruned_loss=0.08896, over 2231267.39 frames. utt_duration=1257 frames, utt_pad_proportion=0.05723, over 7108.70 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3457, pruned_loss=0.1075, over 2475178.28 frames. utt_duration=478 frames, utt_pad_proportion=0.07002, over 20774.01 utterances.], batch size: 31, lr: 8.75e-04
2022-08-21 10:43:29,388 INFO [train.py:927] (6/8) Epoch 3, batch 4700, giga_loss[loss=0.2569, simple_loss=0.3359, pruned_loss=0.08901, over 12402.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02589, over 70.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.346, pruned_loss=0.1066, over 2474838.28 frames. utt_duration=511 frames, utt_pad_proportion=0.06881, over 19428.33 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3351, pruned_loss=0.08913, over 2234552.49 frames. utt_duration=1261 frames, utt_pad_proportion=0.05659, over 7095.12 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3469, pruned_loss=0.1083, over 2475500.36 frames. utt_duration=479.2 frames, utt_pad_proportion=0.06965, over 20726.30 utterances.], batch size: 70, lr: 8.74e-04
2022-08-21 10:45:15,475 INFO [train.py:927] (6/8) Epoch 3, batch 4750, giga_loss[loss=0.2525, simple_loss=0.319, pruned_loss=0.09301, over 12372.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.284, simple_loss=0.3478, pruned_loss=0.1101, over 2475230.76 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07024, over 20301.57 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3345, pruned_loss=0.08901, over 2241823.78 frames. utt_duration=1267 frames, utt_pad_proportion=0.05519, over 7083.39 utterances.], giga_tot_loss[loss=0.2867, simple_loss=0.3492, pruned_loss=0.1121, over 2475628.66 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07131, over 21682.44 utterances.], batch size: 58, lr: 8.74e-04
2022-08-21 10:46:59,269 INFO [train.py:927] (6/8) Epoch 3, batch 4800, giga_loss[loss=0.3204, simple_loss=0.3789, pruned_loss=0.1309, over 12353.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03359, over 62.00 utterances.], tot_loss[loss=0.2869, simple_loss=0.3493, pruned_loss=0.1123, over 2474518.87 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07176, over 20575.55 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3343, pruned_loss=0.08898, over 2246102.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.0543, over 7080.73 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3509, pruned_loss=0.1143, over 2475136.26 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07289, over 21920.98 utterances.], batch size: 62, lr: 8.74e-04
2022-08-21 10:48:41,495 INFO [train.py:927] (6/8) Epoch 3, batch 4850, giga_loss[loss=0.2912, simple_loss=0.365, pruned_loss=0.1087, over 12391.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02609, over 91.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3475, pruned_loss=0.1104, over 2473997.66 frames. utt_duration=482 frames, utt_pad_proportion=0.07176, over 20594.18 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3336, pruned_loss=0.0887, over 2251417.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.05327, over 7063.93 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3497, pruned_loss=0.1127, over 2474811.37 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07304, over 21985.75 utterances.], batch size: 91, lr: 8.73e-04
2022-08-21 10:50:24,484 INFO [train.py:927] (6/8) Epoch 3, batch 4900, giga_loss[loss=0.2857, simple_loss=0.3394, pruned_loss=0.116, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05236, over 162.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3451, pruned_loss=0.1084, over 2474564.53 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07018, over 20809.40 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3328, pruned_loss=0.08844, over 2257953.73 frames. utt_duration=1281 frames, utt_pad_proportion=0.05214, over 7060.10 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3478, pruned_loss=0.111, over 2475278.41 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07175, over 22293.39 utterances.], batch size: 162, lr: 8.73e-04
2022-08-21 10:52:11,457 INFO [train.py:927] (6/8) Epoch 3, batch 4950, giga_loss[loss=0.2613, simple_loss=0.3286, pruned_loss=0.09701, over 12456.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.03967, over 26.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3437, pruned_loss=0.1081, over 2474509.23 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07381, over 21229.61 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.333, pruned_loss=0.08849, over 2266184.61 frames. utt_duration=1284 frames, utt_pad_proportion=0.05044, over 7066.47 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3462, pruned_loss=0.1109, over 2475345.05 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07549, over 22924.91 utterances.], batch size: 26, lr: 8.73e-04
2022-08-21 10:53:56,131 INFO [train.py:927] (6/8) Epoch 3, batch 5000, giga_loss[loss=0.2903, simple_loss=0.3653, pruned_loss=0.1077, over 12428.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03915, over 123.00 utterances.], tot_loss[loss=0.281, simple_loss=0.3454, pruned_loss=0.1083, over 2474403.22 frames. utt_duration=485.7 frames, utt_pad_proportion=0.06806, over 20438.85 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3326, pruned_loss=0.08839, over 2270870.29 frames. utt_duration=1287 frames, utt_pad_proportion=0.04984, over 7064.77 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3479, pruned_loss=0.1111, over 2475502.36 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07016, over 22098.16 utterances.], batch size: 123, lr: 8.72e-04
2022-08-21 10:55:44,639 INFO [train.py:927] (6/8) Epoch 3, batch 5050, giga_loss[loss=0.4178, simple_loss=0.4425, pruned_loss=0.1965, over 12387.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3508, pruned_loss=0.1091, over 2475350.19 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07013, over 20842.24 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.3351, pruned_loss=0.08877, over 2280072.50 frames. utt_duration=1288 frames, utt_pad_proportion=0.04804, over 7086.50 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3514, pruned_loss=0.1118, over 2476065.44 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07242, over 22720.79 utterances.], batch size: 257, lr: 8.72e-04
2022-08-21 10:57:27,755 INFO [train.py:927] (6/8) Epoch 3, batch 5100, giga_loss[loss=0.2813, simple_loss=0.3492, pruned_loss=0.1067, over 12343.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03296, over 97.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.352, pruned_loss=0.1098, over 2475740.08 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06764, over 20180.80 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.335, pruned_loss=0.08871, over 2287879.14 frames. utt_duration=1292 frames, utt_pad_proportion=0.04641, over 7090.05 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.3532, pruned_loss=0.1128, over 2476214.59 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07052, over 22190.42 utterances.], batch size: 97, lr: 8.71e-04
2022-08-21 10:59:12,717 INFO [train.py:927] (6/8) Epoch 3, batch 5150, giga_loss[loss=0.258, simple_loss=0.3277, pruned_loss=0.0942, over 12357.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03925, over 113.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.352, pruned_loss=0.1106, over 2475546.93 frames. utt_duration=497.6 frames, utt_pad_proportion=0.06602, over 19959.27 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3353, pruned_loss=0.08931, over 2290913.58 frames. utt_duration=1291 frames, utt_pad_proportion=0.04592, over 7104.64 utterances.], giga_tot_loss[loss=0.2893, simple_loss=0.3529, pruned_loss=0.1128, over 2475727.05 frames. utt_duration=457.7 frames, utt_pad_proportion=0.06872, over 21704.60 utterances.], batch size: 113, lr: 8.71e-04
2022-08-21 11:00:59,001 INFO [train.py:927] (6/8) Epoch 3, batch 5200, giga_loss[loss=0.2866, simple_loss=0.3487, pruned_loss=0.1122, over 12375.00 frames. utt_duration=343 frames, utt_pad_proportion=0.03918, over 145.00 utterances.], tot_loss[loss=0.285, simple_loss=0.3498, pruned_loss=0.1101, over 2475397.47 frames. utt_duration=499.9 frames, utt_pad_proportion=0.06681, over 19864.48 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3352, pruned_loss=0.08933, over 2296192.25 frames. utt_duration=1295 frames, utt_pad_proportion=0.04482, over 7100.51 utterances.], giga_tot_loss[loss=0.2879, simple_loss=0.3511, pruned_loss=0.1124, over 2475713.12 frames. utt_duration=459.2 frames, utt_pad_proportion=0.06949, over 21631.52 utterances.], batch size: 145, lr: 8.71e-04
2022-08-21 11:02:53,718 INFO [train.py:927] (6/8) Epoch 3, batch 5250, giga_loss[loss=0.3114, simple_loss=0.3711, pruned_loss=0.1258, over 12458.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3479, pruned_loss=0.1094, over 2475026.90 frames. utt_duration=503 frames, utt_pad_proportion=0.06409, over 19739.77 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3343, pruned_loss=0.08887, over 2301265.36 frames. utt_duration=1302 frames, utt_pad_proportion=0.04403, over 7076.68 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.3501, pruned_loss=0.1122, over 2475495.91 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06682, over 21517.10 utterances.], batch size: 75, lr: 8.70e-04
2022-08-21 11:04:37,890 INFO [train.py:927] (6/8) Epoch 3, batch 5300, giga_loss[loss=0.248, simple_loss=0.3138, pruned_loss=0.09112, over 12197.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.02811, over 28.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.348, pruned_loss=0.1103, over 2475169.61 frames. utt_duration=493.1 frames, utt_pad_proportion=0.06737, over 20138.44 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3336, pruned_loss=0.08856, over 2307625.81 frames. utt_duration=1300 frames, utt_pad_proportion=0.04371, over 7108.07 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3508, pruned_loss=0.1136, over 2475972.32 frames. utt_duration=451.7 frames, utt_pad_proportion=0.06963, over 21998.55 utterances.], batch size: 28, lr: 8.70e-04
2022-08-21 11:06:22,148 INFO [train.py:927] (6/8) Epoch 3, batch 5350, giga_loss[loss=0.2629, simple_loss=0.3318, pruned_loss=0.09697, over 12220.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03181, over 39.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3459, pruned_loss=0.1088, over 2474831.01 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06457, over 19811.90 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3334, pruned_loss=0.0884, over 2310922.88 frames. utt_duration=1297 frames, utt_pad_proportion=0.04369, over 7133.60 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3485, pruned_loss=0.1118, over 2475497.54 frames. utt_duration=462.2 frames, utt_pad_proportion=0.0668, over 21493.91 utterances.], batch size: 39, lr: 8.70e-04
2022-08-21 11:08:05,966 INFO [train.py:927] (6/8) Epoch 3, batch 5400, giga_loss[loss=0.2468, simple_loss=0.3259, pruned_loss=0.08381, over 12392.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02526, over 66.00 utterances.], tot_loss[loss=0.2844, simple_loss=0.3488, pruned_loss=0.11, over 2474830.81 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07058, over 20569.63 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.334, pruned_loss=0.08836, over 2316619.50 frames. utt_duration=1283 frames, utt_pad_proportion=0.0478, over 7233.14 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3508, pruned_loss=0.1132, over 2475314.23 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07112, over 22251.08 utterances.], batch size: 66, lr: 8.69e-04
2022-08-21 11:09:52,406 INFO [train.py:927] (6/8) Epoch 3, batch 5450, giga_loss[loss=0.2988, simple_loss=0.3824, pruned_loss=0.1076, over 12261.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.0374, over 28.00 utterances.], tot_loss[loss=0.2858, simple_loss=0.3503, pruned_loss=0.1107, over 2475022.58 frames. utt_duration=481.1 frames, utt_pad_proportion=0.07086, over 20641.57 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3343, pruned_loss=0.0886, over 2320836.11 frames. utt_duration=1283 frames, utt_pad_proportion=0.04689, over 7241.35 utterances.], giga_tot_loss[loss=0.2895, simple_loss=0.352, pruned_loss=0.1135, over 2475140.75 frames. utt_duration=446.1 frames, utt_pad_proportion=0.0717, over 22266.45 utterances.], batch size: 28, lr: 8.69e-04
2022-08-21 11:11:38,912 INFO [train.py:927] (6/8) Epoch 3, batch 5500, giga_loss[loss=0.3067, simple_loss=0.3666, pruned_loss=0.1234, over 12359.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02897, over 91.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3497, pruned_loss=0.1067, over 2474855.98 frames. utt_duration=513.4 frames, utt_pad_proportion=0.0654, over 19338.96 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3343, pruned_loss=0.08854, over 2322220.23 frames. utt_duration=1286 frames, utt_pad_proportion=0.04655, over 7232.94 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3512, pruned_loss=0.1091, over 2475097.67 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06662, over 20743.33 utterances.], batch size: 91, lr: 8.68e-04
2022-08-21 11:13:22,221 INFO [train.py:927] (6/8) Epoch 3, batch 5550, libri_loss[loss=0.2984, simple_loss=0.3683, pruned_loss=0.1142, over 12450.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01472, over 40.00 utterances.], tot_loss[loss=0.2877, simple_loss=0.3536, pruned_loss=0.1109, over 2475302.26 frames. utt_duration=482.4 frames, utt_pad_proportion=0.06957, over 20588.49 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.334, pruned_loss=0.08845, over 2324237.66 frames. utt_duration=1288 frames, utt_pad_proportion=0.04606, over 7224.54 utterances.], giga_tot_loss[loss=0.2907, simple_loss=0.3552, pruned_loss=0.1131, over 2475691.74 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07049, over 21869.24 utterances.], batch size: 40, lr: 8.68e-04
2022-08-21 11:15:08,065 INFO [train.py:927] (6/8) Epoch 3, batch 5600, giga_loss[loss=0.2595, simple_loss=0.3189, pruned_loss=0.1001, over 12222.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03137, over 42.00 utterances.], tot_loss[loss=0.2901, simple_loss=0.3547, pruned_loss=0.1128, over 2474615.31 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07008, over 20852.06 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3342, pruned_loss=0.08853, over 2324982.47 frames. utt_duration=1288 frames, utt_pad_proportion=0.04586, over 7226.42 utterances.], giga_tot_loss[loss=0.2925, simple_loss=0.3558, pruned_loss=0.1145, over 2474928.81 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07086, over 21906.29 utterances.], batch size: 42, lr: 8.68e-04
2022-08-21 11:16:52,258 INFO [train.py:927] (6/8) Epoch 3, batch 5650, giga_loss[loss=0.2281, simple_loss=0.3167, pruned_loss=0.06974, over 12408.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04498, over 31.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3522, pruned_loss=0.1094, over 2474717.82 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06909, over 20371.54 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3341, pruned_loss=0.08868, over 2326922.69 frames. utt_duration=1277 frames, utt_pad_proportion=0.05026, over 7296.23 utterances.], giga_tot_loss[loss=0.2877, simple_loss=0.3535, pruned_loss=0.111, over 2475237.56 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06869, over 21324.00 utterances.], batch size: 31, lr: 8.67e-04
2022-08-21 11:18:35,041 INFO [train.py:927] (6/8) Epoch 3, batch 5700, giga_loss[loss=0.4199, simple_loss=0.4254, pruned_loss=0.2071, over 12374.00 frames. utt_duration=191.8 frames, utt_pad_proportion=0.1119, over 260.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3533, pruned_loss=0.1092, over 2474325.59 frames. utt_duration=491 frames, utt_pad_proportion=0.06774, over 20219.84 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3342, pruned_loss=0.08845, over 2332386.30 frames. utt_duration=1280 frames, utt_pad_proportion=0.04878, over 7296.19 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.355, pruned_loss=0.1114, over 2475089.30 frames. utt_duration=462.7 frames, utt_pad_proportion=0.06811, over 21464.06 utterances.], batch size: 260, lr: 8.67e-04
2022-08-21 11:20:21,389 INFO [train.py:927] (6/8) Epoch 3, batch 5750, libri_loss[loss=0.2863, simple_loss=0.3765, pruned_loss=0.09808, over 12266.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008659, over 37.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3543, pruned_loss=0.1099, over 2474627.64 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06826, over 20568.18 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.335, pruned_loss=0.08834, over 2335057.95 frames. utt_duration=1284 frames, utt_pad_proportion=0.04802, over 7281.43 utterances.], giga_tot_loss[loss=0.2897, simple_loss=0.3553, pruned_loss=0.1121, over 2475365.23 frames. utt_duration=455.5 frames, utt_pad_proportion=0.06888, over 21807.31 utterances.], batch size: 37, lr: 8.67e-04
2022-08-21 11:22:04,326 INFO [train.py:927] (6/8) Epoch 3, batch 5800, giga_loss[loss=0.3394, simple_loss=0.3862, pruned_loss=0.1463, over 12386.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06413, over 183.00 utterances.], tot_loss[loss=0.2857, simple_loss=0.3521, pruned_loss=0.1096, over 2474118.87 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07044, over 19902.86 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3348, pruned_loss=0.08843, over 2341554.70 frames. utt_duration=1271 frames, utt_pad_proportion=0.05193, over 7377.29 utterances.], giga_tot_loss[loss=0.2892, simple_loss=0.3538, pruned_loss=0.1123, over 2475010.66 frames. utt_duration=463.9 frames, utt_pad_proportion=0.0699, over 21409.26 utterances.], batch size: 183, lr: 8.66e-04
2022-08-21 11:23:52,501 INFO [train.py:927] (6/8) Epoch 3, batch 5850, giga_loss[loss=0.2978, simple_loss=0.3513, pruned_loss=0.1222, over 12409.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02472, over 48.00 utterances.], tot_loss[loss=0.2842, simple_loss=0.35, pruned_loss=0.1092, over 2474677.88 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07532, over 20465.98 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3347, pruned_loss=0.08832, over 2342561.21 frames. utt_duration=1273 frames, utt_pad_proportion=0.05152, over 7370.53 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3515, pruned_loss=0.1116, over 2475648.07 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07478, over 21759.29 utterances.], batch size: 48, lr: 8.66e-04
2022-08-21 11:25:32,558 INFO [train.py:927] (6/8) Epoch 3, batch 5900, giga_loss[loss=0.2468, simple_loss=0.3331, pruned_loss=0.08023, over 12340.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03109, over 85.00 utterances.], tot_loss[loss=0.2837, simple_loss=0.349, pruned_loss=0.1092, over 2474139.27 frames. utt_duration=471.1 frames, utt_pad_proportion=0.08, over 21071.83 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.335, pruned_loss=0.08848, over 2347726.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05569, over 7466.65 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3505, pruned_loss=0.1118, over 2474942.26 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07853, over 22520.00 utterances.], batch size: 85, lr: 8.66e-04
2022-08-21 11:27:13,396 INFO [train.py:927] (6/8) Epoch 3, batch 5950, giga_loss[loss=0.302, simple_loss=0.3573, pruned_loss=0.1233, over 12394.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06422, over 183.00 utterances.], tot_loss[loss=0.2787, simple_loss=0.3457, pruned_loss=0.1059, over 2474468.96 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07639, over 21341.75 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3346, pruned_loss=0.08799, over 2353382.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05373, over 7441.15 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3479, pruned_loss=0.1091, over 2475077.11 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07633, over 23110.38 utterances.], batch size: 183, lr: 8.65e-04
2022-08-21 11:29:02,654 INFO [train.py:927] (6/8) Epoch 3, batch 6000, giga_loss[loss=0.2302, simple_loss=0.2999, pruned_loss=0.08029, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02862, over 45.00 utterances.], tot_loss[loss=0.2776, simple_loss=0.3443, pruned_loss=0.1054, over 2474711.48 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07481, over 21605.66 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.335, pruned_loss=0.08792, over 2355661.57 frames. utt_duration=1268 frames, utt_pad_proportion=0.0534, over 7438.29 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3459, pruned_loss=0.1084, over 2475305.51 frames. utt_duration=427.1 frames, utt_pad_proportion=0.0751, over 23261.91 utterances.], batch size: 45, lr: 8.65e-04
2022-08-21 11:29:02,655 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 11:29:18,200 INFO [train.py:967] (6/8) Epoch 3, validation: loss=0.2089, simple_loss=0.3146, pruned_loss=0.05167, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 11:31:02,415 INFO [train.py:927] (6/8) Epoch 3, batch 6050, giga_loss[loss=0.2662, simple_loss=0.3338, pruned_loss=0.09929, over 12408.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05765, over 182.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3412, pruned_loss=0.1037, over 2475195.45 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07149, over 20921.64 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.335, pruned_loss=0.08783, over 2358127.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05341, over 7460.50 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3427, pruned_loss=0.1065, over 2475569.05 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07207, over 22470.07 utterances.], batch size: 182, lr: 8.64e-04
2022-08-21 11:32:45,406 INFO [train.py:927] (6/8) Epoch 3, batch 6100, giga_loss[loss=0.233, simple_loss=0.31, pruned_loss=0.07805, over 12327.00 frames. utt_duration=851.8 frames, utt_pad_proportion=0.03427, over 58.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3421, pruned_loss=0.1038, over 2475470.64 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06965, over 21106.17 utterances.], libri_tot_loss[loss=0.255, simple_loss=0.3347, pruned_loss=0.08766, over 2359181.95 frames. utt_duration=1268 frames, utt_pad_proportion=0.05298, over 7453.91 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3435, pruned_loss=0.1063, over 2475854.61 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07038, over 22443.36 utterances.], batch size: 58, lr: 8.64e-04
2022-08-21 11:34:30,055 INFO [train.py:927] (6/8) Epoch 3, batch 6150, giga_loss[loss=0.3004, simple_loss=0.3567, pruned_loss=0.122, over 12380.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02701, over 48.00 utterances.], tot_loss[loss=0.2768, simple_loss=0.3427, pruned_loss=0.1055, over 2475473.91 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08399, over 22604.97 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.335, pruned_loss=0.08792, over 2362536.01 frames. utt_duration=1251 frames, utt_pad_proportion=0.05702, over 7562.91 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3438, pruned_loss=0.1076, over 2475842.10 frames. utt_duration=414.9 frames, utt_pad_proportion=0.08291, over 23952.97 utterances.], batch size: 48, lr: 8.64e-04
2022-08-21 11:36:16,398 INFO [train.py:927] (6/8) Epoch 3, batch 6200, giga_loss[loss=0.2514, simple_loss=0.3264, pruned_loss=0.08816, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02715, over 48.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3446, pruned_loss=0.1069, over 2475206.50 frames. utt_duration=430.9 frames, utt_pad_proportion=0.09024, over 23053.86 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3349, pruned_loss=0.08809, over 2368116.06 frames. utt_duration=1229 frames, utt_pad_proportion=0.06399, over 7715.37 utterances.], giga_tot_loss[loss=0.2822, simple_loss=0.3459, pruned_loss=0.1093, over 2475457.44 frames. utt_duration=402.5 frames, utt_pad_proportion=0.08768, over 24688.37 utterances.], batch size: 48, lr: 8.63e-04
2022-08-21 11:38:00,875 INFO [train.py:927] (6/8) Epoch 3, batch 6250, giga_loss[loss=0.2988, simple_loss=0.3583, pruned_loss=0.1197, over 12460.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03651, over 105.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3448, pruned_loss=0.1066, over 2475412.47 frames. utt_duration=450.7 frames, utt_pad_proportion=0.08584, over 22041.83 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.335, pruned_loss=0.08802, over 2372377.98 frames. utt_duration=1225 frames, utt_pad_proportion=0.06598, over 7754.63 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3462, pruned_loss=0.1094, over 2475556.51 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08367, over 23878.93 utterances.], batch size: 105, lr: 8.63e-04
2022-08-21 11:39:47,251 INFO [train.py:927] (6/8) Epoch 3, batch 6300, giga_loss[loss=0.2485, simple_loss=0.3283, pruned_loss=0.08434, over 12395.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.03355, over 40.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3454, pruned_loss=0.1068, over 2475963.57 frames. utt_duration=452.4 frames, utt_pad_proportion=0.08455, over 21961.91 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3342, pruned_loss=0.08761, over 2375747.51 frames. utt_duration=1232 frames, utt_pad_proportion=0.06422, over 7723.55 utterances.], giga_tot_loss[loss=0.2837, simple_loss=0.3475, pruned_loss=0.1099, over 2476248.02 frames. utt_duration=415.7 frames, utt_pad_proportion=0.08363, over 23908.18 utterances.], batch size: 40, lr: 8.63e-04
2022-08-21 11:41:32,246 INFO [train.py:927] (6/8) Epoch 3, batch 6350, giga_loss[loss=0.3107, simple_loss=0.3643, pruned_loss=0.1286, over 12406.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03277, over 122.00 utterances.], tot_loss[loss=0.2799, simple_loss=0.3468, pruned_loss=0.1065, over 2475835.30 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07707, over 21444.93 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3356, pruned_loss=0.08789, over 2377713.07 frames. utt_duration=1234 frames, utt_pad_proportion=0.06318, over 7714.09 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3475, pruned_loss=0.1091, over 2476095.06 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07725, over 23247.16 utterances.], batch size: 122, lr: 8.62e-04
2022-08-21 11:43:15,271 INFO [train.py:927] (6/8) Epoch 3, batch 6400, giga_loss[loss=0.3063, simple_loss=0.3595, pruned_loss=0.1265, over 12410.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07684, over 213.00 utterances.], tot_loss[loss=0.28, simple_loss=0.3462, pruned_loss=0.1069, over 2475412.58 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07587, over 21137.01 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3353, pruned_loss=0.08761, over 2379780.89 frames. utt_duration=1240 frames, utt_pad_proportion=0.06228, over 7688.99 utterances.], giga_tot_loss[loss=0.2833, simple_loss=0.3473, pruned_loss=0.1096, over 2476335.59 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07652, over 22948.24 utterances.], batch size: 213, lr: 8.62e-04
2022-08-21 11:45:04,440 INFO [train.py:927] (6/8) Epoch 3, batch 6450, giga_loss[loss=0.2832, simple_loss=0.3508, pruned_loss=0.1078, over 12358.00 frames. utt_duration=707.6 frames, utt_pad_proportion=0.02934, over 70.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.348, pruned_loss=0.1095, over 2475221.63 frames. utt_duration=442.2 frames, utt_pad_proportion=0.08192, over 22463.80 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3366, pruned_loss=0.08792, over 2381039.10 frames. utt_duration=1243 frames, utt_pad_proportion=0.06157, over 7672.74 utterances.], giga_tot_loss[loss=0.2856, simple_loss=0.3478, pruned_loss=0.1117, over 2476102.13 frames. utt_duration=412.4 frames, utt_pad_proportion=0.08232, over 24102.06 utterances.], batch size: 70, lr: 8.62e-04
2022-08-21 11:46:48,361 INFO [train.py:927] (6/8) Epoch 3, batch 6500, giga_loss[loss=0.2425, simple_loss=0.3135, pruned_loss=0.08575, over 12465.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0348, over 43.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3464, pruned_loss=0.1086, over 2475063.10 frames. utt_duration=445.8 frames, utt_pad_proportion=0.08408, over 22279.05 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3366, pruned_loss=0.08779, over 2383720.26 frames. utt_duration=1246 frames, utt_pad_proportion=0.06041, over 7660.99 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3466, pruned_loss=0.1111, over 2475868.19 frames. utt_duration=413.5 frames, utt_pad_proportion=0.08485, over 24034.05 utterances.], batch size: 43, lr: 8.61e-04
2022-08-21 11:48:32,823 INFO [train.py:927] (6/8) Epoch 3, batch 6550, giga_loss[loss=0.2954, simple_loss=0.3562, pruned_loss=0.1173, over 12433.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03761, over 133.00 utterances.], tot_loss[loss=0.2833, simple_loss=0.3473, pruned_loss=0.1097, over 2475056.68 frames. utt_duration=448.9 frames, utt_pad_proportion=0.08289, over 22127.59 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3366, pruned_loss=0.08776, over 2385119.29 frames. utt_duration=1242 frames, utt_pad_proportion=0.06068, over 7687.86 utterances.], giga_tot_loss[loss=0.2858, simple_loss=0.3476, pruned_loss=0.112, over 2475660.50 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08365, over 23689.42 utterances.], batch size: 133, lr: 8.61e-04
2022-08-21 11:50:16,289 INFO [train.py:927] (6/8) Epoch 3, batch 6600, giga_loss[loss=0.3236, simple_loss=0.3734, pruned_loss=0.1369, over 12388.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04083, over 133.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.3492, pruned_loss=0.1119, over 2474472.05 frames. utt_duration=451.8 frames, utt_pad_proportion=0.07792, over 21978.63 utterances.], libri_tot_loss[loss=0.2554, simple_loss=0.3359, pruned_loss=0.08745, over 2387541.65 frames. utt_duration=1247 frames, utt_pad_proportion=0.0594, over 7667.50 utterances.], giga_tot_loss[loss=0.2898, simple_loss=0.3503, pruned_loss=0.1146, over 2475180.65 frames. utt_duration=420.3 frames, utt_pad_proportion=0.07938, over 23637.80 utterances.], batch size: 133, lr: 8.60e-04
2022-08-21 11:52:03,432 INFO [train.py:927] (6/8) Epoch 3, batch 6650, giga_loss[loss=0.2647, simple_loss=0.3378, pruned_loss=0.09578, over 12317.00 frames. utt_duration=850.8 frames, utt_pad_proportion=0.03423, over 58.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.3486, pruned_loss=0.1121, over 2473894.94 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08166, over 22182.49 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3356, pruned_loss=0.08744, over 2389194.02 frames. utt_duration=1251 frames, utt_pad_proportion=0.05828, over 7646.00 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.3501, pruned_loss=0.1149, over 2474881.84 frames. utt_duration=416.9 frames, utt_pad_proportion=0.08303, over 23829.58 utterances.], batch size: 58, lr: 8.60e-04
2022-08-21 11:53:48,354 INFO [train.py:927] (6/8) Epoch 3, batch 6700, giga_loss[loss=0.3412, simple_loss=0.3784, pruned_loss=0.152, over 12357.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2015, over 368.00 utterances.], tot_loss[loss=0.2866, simple_loss=0.3494, pruned_loss=0.1119, over 2474446.59 frames. utt_duration=456.5 frames, utt_pad_proportion=0.08098, over 21753.30 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3353, pruned_loss=0.08725, over 2389947.83 frames. utt_duration=1253 frames, utt_pad_proportion=0.05808, over 7636.60 utterances.], giga_tot_loss[loss=0.2899, simple_loss=0.351, pruned_loss=0.1144, over 2475307.98 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08225, over 23189.39 utterances.], batch size: 368, lr: 8.60e-04
2022-08-21 11:55:33,409 INFO [train.py:927] (6/8) Epoch 3, batch 6750, giga_loss[loss=0.2675, simple_loss=0.3379, pruned_loss=0.09852, over 12473.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02941, over 55.00 utterances.], tot_loss[loss=0.287, simple_loss=0.3504, pruned_loss=0.1118, over 2473608.46 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07839, over 20796.52 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3361, pruned_loss=0.08719, over 2391956.68 frames. utt_duration=1260 frames, utt_pad_proportion=0.05677, over 7604.79 utterances.], giga_tot_loss[loss=0.2903, simple_loss=0.3514, pruned_loss=0.1146, over 2474708.41 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08018, over 22343.06 utterances.], batch size: 55, lr: 8.59e-04
2022-08-21 11:57:17,129 INFO [train.py:927] (6/8) Epoch 3, batch 6800, giga_loss[loss=0.2728, simple_loss=0.3477, pruned_loss=0.09898, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02633, over 48.00 utterances.], tot_loss[loss=0.2852, simple_loss=0.3495, pruned_loss=0.1105, over 2473868.02 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0713, over 20386.92 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3358, pruned_loss=0.08726, over 2393695.40 frames. utt_duration=1264 frames, utt_pad_proportion=0.0559, over 7584.81 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3509, pruned_loss=0.113, over 2474652.19 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07355, over 21855.86 utterances.], batch size: 48, lr: 8.59e-04
2022-08-21 11:59:01,216 INFO [train.py:927] (6/8) Epoch 3, batch 6850, libri_loss[loss=0.203, simple_loss=0.2922, pruned_loss=0.05688, over 12391.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007104, over 31.00 utterances.], tot_loss[loss=0.2868, simple_loss=0.3507, pruned_loss=0.1115, over 2474120.51 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07249, over 21371.30 utterances.], libri_tot_loss[loss=0.2547, simple_loss=0.3353, pruned_loss=0.08702, over 2395673.35 frames. utt_duration=1268 frames, utt_pad_proportion=0.05481, over 7564.34 utterances.], giga_tot_loss[loss=0.2906, simple_loss=0.3525, pruned_loss=0.1143, over 2474751.68 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07456, over 22874.67 utterances.], batch size: 31, lr: 8.59e-04
2022-08-21 12:00:42,480 INFO [train.py:927] (6/8) Epoch 3, batch 6900, libri_loss[loss=0.2472, simple_loss=0.3104, pruned_loss=0.09204, over 12280.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006367, over 32.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3488, pruned_loss=0.1101, over 2474038.53 frames. utt_duration=465.3 frames, utt_pad_proportion=0.0756, over 21337.56 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3346, pruned_loss=0.0867, over 2397908.45 frames. utt_duration=1270 frames, utt_pad_proportion=0.05439, over 7559.11 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3514, pruned_loss=0.1135, over 2474970.43 frames. utt_duration=432 frames, utt_pad_proportion=0.07734, over 22992.30 utterances.], batch size: 32, lr: 8.58e-04
2022-08-21 12:02:29,695 INFO [train.py:927] (6/8) Epoch 3, batch 6950, giga_loss[loss=0.2714, simple_loss=0.3412, pruned_loss=0.1008, over 12434.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3497, pruned_loss=0.1107, over 2473632.18 frames. utt_duration=463 frames, utt_pad_proportion=0.07459, over 21436.82 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3346, pruned_loss=0.08658, over 2399361.66 frames. utt_duration=1274 frames, utt_pad_proportion=0.0535, over 7539.36 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.352, pruned_loss=0.114, over 2474759.20 frames. utt_duration=430.3 frames, utt_pad_proportion=0.07641, over 23083.56 utterances.], batch size: 75, lr: 8.58e-04
2022-08-21 12:04:13,805 INFO [train.py:927] (6/8) Epoch 3, batch 7000, giga_loss[loss=0.3305, simple_loss=0.3602, pruned_loss=0.1504, over 12355.00 frames. utt_duration=134.9 frames, utt_pad_proportion=0.2064, over 370.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.3495, pruned_loss=0.1118, over 2473544.32 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07708, over 21613.64 utterances.], libri_tot_loss[loss=0.2538, simple_loss=0.3343, pruned_loss=0.08668, over 2401463.50 frames. utt_duration=1265 frames, utt_pad_proportion=0.0565, over 7602.19 utterances.], giga_tot_loss[loss=0.2912, simple_loss=0.3521, pruned_loss=0.1151, over 2474891.23 frames. utt_duration=426 frames, utt_pad_proportion=0.07769, over 23317.00 utterances.], batch size: 370, lr: 8.58e-04
2022-08-21 12:05:59,457 INFO [train.py:927] (6/8) Epoch 3, batch 7050, giga_loss[loss=0.2677, simple_loss=0.3438, pruned_loss=0.09579, over 12369.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02811, over 91.00 utterances.], tot_loss[loss=0.2862, simple_loss=0.3494, pruned_loss=0.1115, over 2473259.56 frames. utt_duration=465.6 frames, utt_pad_proportion=0.07721, over 21315.63 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3344, pruned_loss=0.08688, over 2403545.06 frames. utt_duration=1257 frames, utt_pad_proportion=0.05853, over 7657.03 utterances.], giga_tot_loss[loss=0.2908, simple_loss=0.3519, pruned_loss=0.1148, over 2474750.68 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07741, over 23089.59 utterances.], batch size: 91, lr: 8.57e-04
2022-08-21 12:07:43,971 INFO [train.py:927] (6/8) Epoch 3, batch 7100, giga_loss[loss=0.2807, simple_loss=0.3505, pruned_loss=0.1055, over 12327.00 frames. utt_duration=968.3 frames, utt_pad_proportion=0.03362, over 51.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3491, pruned_loss=0.111, over 2473779.67 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07467, over 21087.67 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3341, pruned_loss=0.08692, over 2405559.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.05831, over 7664.74 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3517, pruned_loss=0.1141, over 2474722.96 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07518, over 22795.69 utterances.], batch size: 51, lr: 8.57e-04
2022-08-21 12:09:29,775 INFO [train.py:927] (6/8) Epoch 3, batch 7150, giga_loss[loss=0.2985, simple_loss=0.3611, pruned_loss=0.118, over 12286.00 frames. utt_duration=964.9 frames, utt_pad_proportion=0.037, over 51.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3484, pruned_loss=0.1099, over 2472990.87 frames. utt_duration=477.7 frames, utt_pad_proportion=0.07443, over 20770.67 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3338, pruned_loss=0.08673, over 2406605.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.05719, over 7645.31 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3511, pruned_loss=0.1131, over 2474321.05 frames. utt_duration=442.4 frames, utt_pad_proportion=0.0753, over 22447.37 utterances.], batch size: 51, lr: 8.57e-04
2022-08-21 12:11:13,737 INFO [train.py:927] (6/8) Epoch 3, batch 7200, giga_loss[loss=0.3031, simple_loss=0.3703, pruned_loss=0.118, over 12279.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02737, over 42.00 utterances.], tot_loss[loss=0.2838, simple_loss=0.3478, pruned_loss=0.1099, over 2473069.36 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07724, over 21335.24 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3334, pruned_loss=0.08645, over 2407568.44 frames. utt_duration=1265 frames, utt_pad_proportion=0.05632, over 7624.58 utterances.], giga_tot_loss[loss=0.2884, simple_loss=0.3506, pruned_loss=0.1131, over 2474454.60 frames. utt_duration=433 frames, utt_pad_proportion=0.07812, over 22935.20 utterances.], batch size: 42, lr: 8.56e-04
2022-08-21 12:13:07,701 INFO [train.py:927] (6/8) Epoch 3, batch 7250, giga_loss[loss=0.2178, simple_loss=0.2948, pruned_loss=0.07046, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.02603, over 70.00 utterances.], tot_loss[loss=0.2797, simple_loss=0.3442, pruned_loss=0.1077, over 2474111.76 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07578, over 20741.56 utterances.], libri_tot_loss[loss=0.253, simple_loss=0.3334, pruned_loss=0.08629, over 2408888.98 frames. utt_duration=1265 frames, utt_pad_proportion=0.05572, over 7626.16 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3465, pruned_loss=0.1107, over 2475217.99 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07689, over 22240.30 utterances.], batch size: 70, lr: 8.56e-04
2022-08-21 12:14:52,232 INFO [train.py:927] (6/8) Epoch 3, batch 7300, giga_loss[loss=0.2712, simple_loss=0.3491, pruned_loss=0.09668, over 12372.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02804, over 70.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.343, pruned_loss=0.1077, over 2474331.03 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07669, over 20862.12 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3338, pruned_loss=0.08643, over 2409781.84 frames. utt_duration=1267 frames, utt_pad_proportion=0.05514, over 7616.80 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3447, pruned_loss=0.1103, over 2475301.01 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07778, over 22236.22 utterances.], batch size: 70, lr: 8.55e-04
2022-08-21 12:16:38,132 INFO [train.py:927] (6/8) Epoch 3, batch 7350, giga_loss[loss=0.2761, simple_loss=0.3494, pruned_loss=0.1014, over 12419.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07586, over 213.00 utterances.], tot_loss[loss=0.2784, simple_loss=0.3427, pruned_loss=0.107, over 2473748.40 frames. utt_duration=459.4 frames, utt_pad_proportion=0.0755, over 21606.17 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3333, pruned_loss=0.08627, over 2410566.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05446, over 7588.66 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.3445, pruned_loss=0.1096, over 2474955.34 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07672, over 22968.47 utterances.], batch size: 213, lr: 8.55e-04
2022-08-21 12:18:23,396 INFO [train.py:927] (6/8) Epoch 3, batch 7400, giga_loss[loss=0.231, simple_loss=0.3135, pruned_loss=0.07427, over 12426.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03804, over 133.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.341, pruned_loss=0.1039, over 2474808.25 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07271, over 22350.38 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3328, pruned_loss=0.08615, over 2411979.39 frames. utt_duration=1277 frames, utt_pad_proportion=0.05366, over 7565.09 utterances.], giga_tot_loss[loss=0.2779, simple_loss=0.3431, pruned_loss=0.1064, over 2475630.41 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07413, over 23725.93 utterances.], batch size: 133, lr: 8.55e-04
2022-08-21 12:20:08,333 INFO [train.py:927] (6/8) Epoch 3, batch 7450, libri_loss[loss=0.2268, simple_loss=0.3035, pruned_loss=0.07503, over 12395.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008453, over 30.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3376, pruned_loss=0.09955, over 2475152.37 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07403, over 22570.30 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3329, pruned_loss=0.08594, over 2414406.01 frames. utt_duration=1281 frames, utt_pad_proportion=0.05188, over 7548.84 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3395, pruned_loss=0.1024, over 2476165.82 frames. utt_duration=408.8 frames, utt_pad_proportion=0.07579, over 24313.77 utterances.], batch size: 30, lr: 8.54e-04
2022-08-21 12:21:52,782 INFO [train.py:927] (6/8) Epoch 3, batch 7500, giga_loss[loss=0.2737, simple_loss=0.3473, pruned_loss=0.1, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05362, over 162.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3354, pruned_loss=0.09625, over 2475468.38 frames. utt_duration=415 frames, utt_pad_proportion=0.0749, over 23945.37 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3324, pruned_loss=0.0858, over 2414859.66 frames. utt_duration=1284 frames, utt_pad_proportion=0.05152, over 7534.38 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3374, pruned_loss=0.09871, over 2476373.76 frames. utt_duration=390.5 frames, utt_pad_proportion=0.07631, over 25461.88 utterances.], batch size: 162, lr: 8.54e-04
2022-08-21 12:23:38,062 INFO [train.py:927] (6/8) Epoch 3, batch 7550, giga_loss[loss=0.2681, simple_loss=0.3447, pruned_loss=0.09578, over 12375.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06006, over 182.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3339, pruned_loss=0.09485, over 2475209.62 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07407, over 24154.98 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.332, pruned_loss=0.08555, over 2416240.86 frames. utt_duration=1286 frames, utt_pad_proportion=0.05053, over 7525.15 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3359, pruned_loss=0.09723, over 2476055.59 frames. utt_duration=386.4 frames, utt_pad_proportion=0.07562, over 25728.19 utterances.], batch size: 182, lr: 8.54e-04
2022-08-21 12:25:21,248 INFO [train.py:927] (6/8) Epoch 3, batch 7600, giga_loss[loss=0.2076, simple_loss=0.2946, pruned_loss=0.0603, over 12390.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03936, over 37.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3314, pruned_loss=0.09255, over 2475936.35 frames. utt_duration=408.3 frames, utt_pad_proportion=0.07211, over 24342.38 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3323, pruned_loss=0.08552, over 2417644.74 frames. utt_duration=1273 frames, utt_pad_proportion=0.05497, over 7605.00 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3328, pruned_loss=0.09471, over 2476956.83 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07252, over 25988.04 utterances.], batch size: 37, lr: 8.53e-04
2022-08-21 12:27:06,264 INFO [train.py:927] (6/8) Epoch 3, batch 7650, libri_loss[loss=0.2996, simple_loss=0.3633, pruned_loss=0.1179, over 12236.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005521, over 34.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3306, pruned_loss=0.09111, over 2476333.13 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06837, over 23255.83 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3322, pruned_loss=0.08567, over 2419640.33 frames. utt_duration=1263 frames, utt_pad_proportion=0.05828, over 7672.59 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3317, pruned_loss=0.0929, over 2477201.07 frames. utt_duration=397.3 frames, utt_pad_proportion=0.06816, over 25029.91 utterances.], batch size: 34, lr: 8.53e-04
2022-08-21 12:28:49,163 INFO [train.py:927] (6/8) Epoch 3, batch 7700, giga_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.06601, over 12371.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03071, over 58.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3278, pruned_loss=0.08849, over 2475763.72 frames. utt_duration=414.2 frames, utt_pad_proportion=0.07258, over 23993.47 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3326, pruned_loss=0.08574, over 2420560.62 frames. utt_duration=1263 frames, utt_pad_proportion=0.05822, over 7675.83 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3283, pruned_loss=0.08992, over 2476879.01 frames. utt_duration=385.8 frames, utt_pad_proportion=0.07229, over 25775.93 utterances.], batch size: 58, lr: 8.53e-04
2022-08-21 12:30:34,487 INFO [train.py:927] (6/8) Epoch 3, batch 7750, giga_loss[loss=0.2511, simple_loss=0.3288, pruned_loss=0.0867, over 12337.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03334, over 85.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.324, pruned_loss=0.08573, over 2475849.48 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07959, over 24695.16 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3336, pruned_loss=0.08592, over 2421777.21 frames. utt_duration=1253 frames, utt_pad_proportion=0.0615, over 7741.46 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3233, pruned_loss=0.08676, over 2476886.40 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07832, over 26440.74 utterances.], batch size: 85, lr: 8.52e-04
2022-08-21 12:32:24,557 INFO [train.py:927] (6/8) Epoch 3, batch 7800, giga_loss[loss=0.2841, simple_loss=0.3493, pruned_loss=0.1094, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02947, over 55.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3229, pruned_loss=0.08533, over 2476154.68 frames. utt_duration=408 frames, utt_pad_proportion=0.0772, over 24365.70 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3334, pruned_loss=0.08585, over 2422943.24 frames. utt_duration=1254 frames, utt_pad_proportion=0.06068, over 7740.58 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3223, pruned_loss=0.0862, over 2476902.53 frames. utt_duration=382 frames, utt_pad_proportion=0.0766, over 26037.81 utterances.], batch size: 55, lr: 8.52e-04
2022-08-21 12:34:24,233 INFO [train.py:927] (6/8) Epoch 3, batch 7850, giga_loss[loss=0.2605, simple_loss=0.3268, pruned_loss=0.09712, over 12435.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03079, over 80.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3235, pruned_loss=0.08506, over 2475585.18 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07165, over 23519.16 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3328, pruned_loss=0.08562, over 2423960.05 frames. utt_duration=1257 frames, utt_pad_proportion=0.05949, over 7724.55 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3233, pruned_loss=0.08595, over 2476710.54 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07193, over 25320.60 utterances.], batch size: 80, lr: 8.52e-04
2022-08-21 12:36:25,802 INFO [train.py:927] (6/8) Epoch 3, batch 7900, giga_loss[loss=0.2223, simple_loss=0.3025, pruned_loss=0.07104, over 12411.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0397, over 133.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3216, pruned_loss=0.08369, over 2476066.39 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06762, over 23247.42 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3321, pruned_loss=0.08529, over 2424970.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.05837, over 7698.62 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3219, pruned_loss=0.08468, over 2477220.12 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06849, over 25066.44 utterances.], batch size: 133, lr: 8.51e-04
2022-08-21 12:38:33,679 INFO [train.py:927] (6/8) Epoch 3, batch 7950, giga_loss[loss=0.224, simple_loss=0.3032, pruned_loss=0.07245, over 12306.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03365, over 51.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3213, pruned_loss=0.08289, over 2476817.96 frames. utt_duration=409.7 frames, utt_pad_proportion=0.07061, over 24259.02 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3323, pruned_loss=0.08534, over 2425509.73 frames. utt_duration=1261 frames, utt_pad_proportion=0.05794, over 7705.61 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3213, pruned_loss=0.08361, over 2477704.07 frames. utt_duration=384.9 frames, utt_pad_proportion=0.07128, over 25838.91 utterances.], batch size: 51, lr: 8.51e-04
2022-08-21 12:40:35,990 INFO [train.py:927] (6/8) Epoch 3, batch 8000, giga_loss[loss=0.2489, simple_loss=0.3248, pruned_loss=0.0865, over 12364.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04674, over 146.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3191, pruned_loss=0.08214, over 2476289.36 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06895, over 23701.06 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3321, pruned_loss=0.08519, over 2427212.15 frames. utt_duration=1261 frames, utt_pad_proportion=0.05708, over 7708.81 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3188, pruned_loss=0.08275, over 2477264.26 frames. utt_duration=389 frames, utt_pad_proportion=0.06997, over 25557.00 utterances.], batch size: 146, lr: 8.51e-04
2022-08-21 12:42:30,630 INFO [train.py:927] (6/8) Epoch 3, batch 8050, giga_loss[loss=0.2426, simple_loss=0.3183, pruned_loss=0.08346, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03575, over 40.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3177, pruned_loss=0.08107, over 2476378.27 frames. utt_duration=427.1 frames, utt_pad_proportion=0.06806, over 23264.42 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3312, pruned_loss=0.08484, over 2428624.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.05581, over 7682.02 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3179, pruned_loss=0.08176, over 2477187.84 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06941, over 25196.49 utterances.], batch size: 40, lr: 8.50e-04
2022-08-21 12:44:46,331 INFO [train.py:927] (6/8) Epoch 3, batch 8100, giga_loss[loss=0.2086, simple_loss=0.293, pruned_loss=0.06207, over 12433.00 frames. utt_duration=339.8 frames, utt_pad_proportion=0.04016, over 147.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3175, pruned_loss=0.07985, over 2475970.94 frames. utt_duration=451.9 frames, utt_pad_proportion=0.06323, over 21976.58 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.331, pruned_loss=0.08505, over 2430516.66 frames. utt_duration=1269 frames, utt_pad_proportion=0.05374, over 7669.19 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3172, pruned_loss=0.08008, over 2477055.56 frames. utt_duration=410.3 frames, utt_pad_proportion=0.0655, over 24223.12 utterances.], batch size: 147, lr: 8.50e-04
2022-08-21 12:46:49,128 INFO [train.py:927] (6/8) Epoch 3, batch 8150, giga_loss[loss=0.201, simple_loss=0.2713, pruned_loss=0.06536, over 12356.00 frames. utt_duration=139.7 frames, utt_pad_proportion=0.1782, over 357.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3174, pruned_loss=0.07972, over 2476564.02 frames. utt_duration=433.2 frames, utt_pad_proportion=0.06508, over 22935.93 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.332, pruned_loss=0.08552, over 2431087.83 frames. utt_duration=1269 frames, utt_pad_proportion=0.05319, over 7671.20 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3161, pruned_loss=0.07944, over 2477501.77 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06685, over 24884.70 utterances.], batch size: 357, lr: 8.50e-04
2022-08-21 12:48:59,003 INFO [train.py:927] (6/8) Epoch 3, batch 8200, giga_loss[loss=0.2372, simple_loss=0.3213, pruned_loss=0.07658, over 12397.00 frames. utt_duration=338.7 frames, utt_pad_proportion=0.04326, over 147.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3212, pruned_loss=0.07947, over 2477350.59 frames. utt_duration=411 frames, utt_pad_proportion=0.06667, over 24181.22 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3333, pruned_loss=0.086, over 2431409.50 frames. utt_duration=1257 frames, utt_pad_proportion=0.05736, over 7746.08 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3189, pruned_loss=0.07878, over 2478218.02 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06687, over 25790.70 utterances.], batch size: 147, lr: 8.49e-04
2022-08-21 12:51:08,839 INFO [train.py:927] (6/8) Epoch 3, batch 8250, giga_loss[loss=0.2418, simple_loss=0.3263, pruned_loss=0.07863, over 12393.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04155, over 133.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3208, pruned_loss=0.07829, over 2477801.38 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06758, over 24969.52 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3329, pruned_loss=0.08567, over 2431985.66 frames. utt_duration=1261 frames, utt_pad_proportion=0.05649, over 7723.34 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3192, pruned_loss=0.0779, over 2478801.71 frames. utt_duration=374.2 frames, utt_pad_proportion=0.06799, over 26580.46 utterances.], batch size: 133, lr: 8.49e-04
2022-08-21 12:53:10,733 INFO [train.py:927] (6/8) Epoch 3, batch 8300, giga_loss[loss=0.2309, simple_loss=0.3081, pruned_loss=0.07688, over 12404.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05627, over 182.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3208, pruned_loss=0.07894, over 2477712.63 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06802, over 24809.87 utterances.], libri_tot_loss[loss=0.2519, simple_loss=0.3327, pruned_loss=0.08557, over 2433549.99 frames. utt_duration=1261 frames, utt_pad_proportion=0.05599, over 7731.66 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3194, pruned_loss=0.07854, over 2478330.87 frames. utt_duration=374.5 frames, utt_pad_proportion=0.06853, over 26555.18 utterances.], batch size: 182, lr: 8.49e-04
2022-08-21 12:55:43,188 INFO [train.py:927] (6/8) Epoch 3, batch 8350, libri_loss[loss=0.2907, simple_loss=0.3539, pruned_loss=0.1138, over 12222.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.007059, over 34.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3203, pruned_loss=0.07944, over 2478116.25 frames. utt_duration=412 frames, utt_pad_proportion=0.06637, over 24128.92 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.333, pruned_loss=0.08584, over 2433831.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.05624, over 7746.46 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3188, pruned_loss=0.07878, over 2478966.67 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06686, over 25727.91 utterances.], batch size: 34, lr: 8.48e-04
2022-08-21 12:57:49,805 INFO [train.py:927] (6/8) Epoch 3, batch 8400, giga_loss[loss=0.2124, simple_loss=0.2989, pruned_loss=0.06292, over 12414.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03973, over 133.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3171, pruned_loss=0.07823, over 2478040.60 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06676, over 24705.39 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3327, pruned_loss=0.08577, over 2434139.85 frames. utt_duration=1261 frames, utt_pad_proportion=0.05538, over 7729.61 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3159, pruned_loss=0.07766, over 2479206.90 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06738, over 26269.26 utterances.], batch size: 133, lr: 8.48e-04
2022-08-21 12:59:48,181 INFO [train.py:927] (6/8) Epoch 3, batch 8450, libri_loss[loss=0.2804, simple_loss=0.3614, pruned_loss=0.0997, over 12285.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.06756, over 51.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3181, pruned_loss=0.07822, over 2477730.01 frames. utt_duration=418 frames, utt_pad_proportion=0.06339, over 23778.56 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3326, pruned_loss=0.08507, over 2436017.99 frames. utt_duration=1263 frames, utt_pad_proportion=0.05397, over 7726.10 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3165, pruned_loss=0.07804, over 2478935.44 frames. utt_duration=385.1 frames, utt_pad_proportion=0.06463, over 25825.66 utterances.], batch size: 51, lr: 8.47e-04
2022-08-21 13:01:50,202 INFO [train.py:927] (6/8) Epoch 3, batch 8500, giga_loss[loss=0.1951, simple_loss=0.2802, pruned_loss=0.05498, over 12332.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03044, over 70.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3171, pruned_loss=0.0782, over 2477692.38 frames. utt_duration=428.6 frames, utt_pad_proportion=0.06068, over 23188.39 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3315, pruned_loss=0.08455, over 2436968.31 frames. utt_duration=1267 frames, utt_pad_proportion=0.05297, over 7703.66 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3163, pruned_loss=0.07832, over 2479083.22 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06224, over 25334.39 utterances.], batch size: 70, lr: 8.47e-04
2022-08-21 13:03:56,345 INFO [train.py:927] (6/8) Epoch 3, batch 8550, giga_loss[loss=0.2148, simple_loss=0.3082, pruned_loss=0.06068, over 12412.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03451, over 75.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3161, pruned_loss=0.07815, over 2476852.83 frames. utt_duration=429.7 frames, utt_pad_proportion=0.06171, over 23121.76 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.331, pruned_loss=0.08453, over 2437187.44 frames. utt_duration=1270 frames, utt_pad_proportion=0.05231, over 7683.80 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3157, pruned_loss=0.07814, over 2478482.39 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06311, over 25120.40 utterances.], batch size: 75, lr: 8.47e-04
2022-08-21 13:06:17,050 INFO [train.py:927] (6/8) Epoch 3, batch 8600, giga_loss[loss=0.2435, simple_loss=0.3192, pruned_loss=0.08391, over 12428.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03971, over 37.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3172, pruned_loss=0.07876, over 2477632.60 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06249, over 23545.47 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3303, pruned_loss=0.08431, over 2437724.89 frames. utt_duration=1276 frames, utt_pad_proportion=0.05159, over 7653.37 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3172, pruned_loss=0.07883, over 2479158.59 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06375, over 25424.70 utterances.], batch size: 37, lr: 8.46e-04
2022-08-21 13:08:24,661 INFO [train.py:927] (6/8) Epoch 3, batch 8650, giga_loss[loss=0.2425, simple_loss=0.31, pruned_loss=0.08748, over 12418.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05081, over 161.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3152, pruned_loss=0.0787, over 2477515.91 frames. utt_duration=426.5 frames, utt_pad_proportion=0.06485, over 23301.76 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3305, pruned_loss=0.08465, over 2438673.85 frames. utt_duration=1277 frames, utt_pad_proportion=0.05051, over 7647.40 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3146, pruned_loss=0.07825, over 2479132.79 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06614, over 25331.26 utterances.], batch size: 161, lr: 8.46e-04
2022-08-21 13:10:21,432 INFO [train.py:927] (6/8) Epoch 3, batch 8700, giga_loss[loss=0.2493, simple_loss=0.3308, pruned_loss=0.08391, over 12448.00 frames. utt_duration=509.2 frames, utt_pad_proportion=0.03564, over 98.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3125, pruned_loss=0.07805, over 2477303.74 frames. utt_duration=427.5 frames, utt_pad_proportion=0.06379, over 23246.17 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3305, pruned_loss=0.08491, over 2439833.33 frames. utt_duration=1280 frames, utt_pad_proportion=0.04937, over 7636.02 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3116, pruned_loss=0.07729, over 2478603.50 frames. utt_duration=393 frames, utt_pad_proportion=0.06531, over 25304.06 utterances.], batch size: 98, lr: 8.46e-04
2022-08-21 13:12:18,715 INFO [train.py:927] (6/8) Epoch 3, batch 8750, giga_loss[loss=0.2574, simple_loss=0.3297, pruned_loss=0.09253, over 12370.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06085, over 182.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3125, pruned_loss=0.07796, over 2477300.34 frames. utt_duration=429.6 frames, utt_pad_proportion=0.06077, over 23132.40 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3305, pruned_loss=0.08494, over 2440183.71 frames. utt_duration=1278 frames, utt_pad_proportion=0.04942, over 7648.12 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3114, pruned_loss=0.0772, over 2478707.95 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06226, over 25038.06 utterances.], batch size: 182, lr: 8.45e-04
2022-08-21 13:14:23,602 INFO [train.py:927] (6/8) Epoch 3, batch 8800, giga_loss[loss=0.213, simple_loss=0.2905, pruned_loss=0.06773, over 12258.00 frames. utt_duration=962.6 frames, utt_pad_proportion=0.03927, over 51.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3137, pruned_loss=0.07696, over 2477016.03 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06569, over 24008.12 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3332, pruned_loss=0.08501, over 2440703.80 frames. utt_duration=1269 frames, utt_pad_proportion=0.05273, over 7703.43 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3101, pruned_loss=0.07612, over 2478471.99 frames. utt_duration=385 frames, utt_pad_proportion=0.06575, over 25828.29 utterances.], batch size: 51, lr: 8.45e-04
2022-08-21 13:16:32,491 INFO [train.py:927] (6/8) Epoch 3, batch 8850, giga_loss[loss=0.2389, simple_loss=0.3233, pruned_loss=0.07727, over 12419.00 frames. utt_duration=408 frames, utt_pad_proportion=0.02857, over 122.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3126, pruned_loss=0.07627, over 2476982.82 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06482, over 23844.80 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3331, pruned_loss=0.08473, over 2442090.00 frames. utt_duration=1274 frames, utt_pad_proportion=0.05161, over 7676.79 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3088, pruned_loss=0.07546, over 2478516.78 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06538, over 26077.62 utterances.], batch size: 122, lr: 8.45e-04
2022-08-21 13:18:36,469 INFO [train.py:927] (6/8) Epoch 3, batch 8900, giga_loss[loss=0.2581, simple_loss=0.3329, pruned_loss=0.09167, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.312, pruned_loss=0.07671, over 2477452.06 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06517, over 24118.64 utterances.], libri_tot_loss[loss=0.251, simple_loss=0.3329, pruned_loss=0.08457, over 2442224.23 frames. utt_duration=1275 frames, utt_pad_proportion=0.05121, over 7671.02 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.309, pruned_loss=0.07614, over 2478843.79 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06571, over 26014.21 utterances.], batch size: 113, lr: 8.44e-04
2022-08-21 13:20:33,206 INFO [train.py:927] (6/8) Epoch 3, batch 8950, giga_loss[loss=0.2246, simple_loss=0.3177, pruned_loss=0.06573, over 12410.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03356, over 122.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3105, pruned_loss=0.07581, over 2477496.92 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06636, over 24558.62 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.333, pruned_loss=0.08482, over 2443238.44 frames. utt_duration=1274 frames, utt_pad_proportion=0.05055, over 7681.08 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3073, pruned_loss=0.07484, over 2478802.23 frames. utt_duration=373.6 frames, utt_pad_proportion=0.067, over 26621.08 utterances.], batch size: 122, lr: 8.44e-04
2022-08-21 13:22:35,999 INFO [train.py:927] (6/8) Epoch 3, batch 9000, giga_loss[loss=0.2491, simple_loss=0.3313, pruned_loss=0.08347, over 12368.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04676, over 146.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3131, pruned_loss=0.07655, over 2478026.61 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06868, over 25129.14 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3332, pruned_loss=0.0851, over 2443937.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05439, over 7764.86 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3101, pruned_loss=0.07539, over 2478884.32 frames. utt_duration=369.4 frames, utt_pad_proportion=0.06809, over 26925.31 utterances.], batch size: 146, lr: 8.44e-04
2022-08-21 13:22:36,000 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 13:22:49,584 INFO [train.py:967] (6/8) Epoch 3, validation: loss=0.2193, simple_loss=0.3248, pruned_loss=0.05689, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 13:24:47,999 INFO [train.py:927] (6/8) Epoch 3, batch 9050, giga_loss[loss=0.21, simple_loss=0.2941, pruned_loss=0.06299, over 12338.00 frames. utt_duration=968.6 frames, utt_pad_proportion=0.03427, over 51.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3143, pruned_loss=0.07748, over 2477829.62 frames. utt_duration=391.5 frames, utt_pad_proportion=0.0683, over 25394.35 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3328, pruned_loss=0.08522, over 2444554.89 frames. utt_duration=1266 frames, utt_pad_proportion=0.0532, over 7730.44 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3117, pruned_loss=0.07624, over 2478880.38 frames. utt_duration=364.1 frames, utt_pad_proportion=0.06823, over 27326.14 utterances.], batch size: 51, lr: 8.43e-04
2022-08-21 13:26:49,256 INFO [train.py:927] (6/8) Epoch 3, batch 9100, giga_loss[loss=0.2385, simple_loss=0.314, pruned_loss=0.08146, over 12377.00 frames. utt_duration=620.4 frames, utt_pad_proportion=0.03523, over 80.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3124, pruned_loss=0.07656, over 2477051.57 frames. utt_duration=392.8 frames, utt_pad_proportion=0.07121, over 25305.40 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3323, pruned_loss=0.08503, over 2445120.37 frames. utt_duration=1261 frames, utt_pad_proportion=0.05599, over 7767.80 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3101, pruned_loss=0.07546, over 2478563.55 frames. utt_duration=362.2 frames, utt_pad_proportion=0.07044, over 27464.50 utterances.], batch size: 80, lr: 8.43e-04
2022-08-21 13:28:50,756 INFO [train.py:927] (6/8) Epoch 3, batch 9150, giga_loss[loss=0.2041, simple_loss=0.2871, pruned_loss=0.06057, over 12458.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03056, over 55.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3099, pruned_loss=0.07535, over 2477326.15 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06945, over 24916.88 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.332, pruned_loss=0.08479, over 2445382.11 frames. utt_duration=1263 frames, utt_pad_proportion=0.05559, over 7756.42 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.308, pruned_loss=0.07454, over 2478691.96 frames. utt_duration=370.4 frames, utt_pad_proportion=0.06911, over 26855.65 utterances.], batch size: 55, lr: 8.43e-04
2022-08-21 13:30:57,598 INFO [train.py:927] (6/8) Epoch 3, batch 9200, giga_loss[loss=0.255, simple_loss=0.3319, pruned_loss=0.08908, over 12334.00 frames. utt_duration=625.7 frames, utt_pad_proportion=0.02842, over 79.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.313, pruned_loss=0.07597, over 2477711.69 frames. utt_duration=406 frames, utt_pad_proportion=0.06557, over 24482.12 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.333, pruned_loss=0.08482, over 2445798.43 frames. utt_duration=1262 frames, utt_pad_proportion=0.05518, over 7758.83 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3105, pruned_loss=0.07522, over 2478695.27 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06566, over 26154.35 utterances.], batch size: 79, lr: 8.42e-04
2022-08-21 13:33:05,252 INFO [train.py:927] (6/8) Epoch 3, batch 9250, giga_loss[loss=0.2284, simple_loss=0.3147, pruned_loss=0.07103, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02513, over 45.00 utterances.], tot_loss[loss=0.2348, simple_loss=0.316, pruned_loss=0.0768, over 2477647.27 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06099, over 23708.28 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3341, pruned_loss=0.08528, over 2446265.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.05454, over 7752.45 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3128, pruned_loss=0.07568, over 2478440.56 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06154, over 25265.48 utterances.], batch size: 45, lr: 8.42e-04
2022-08-21 13:35:10,632 INFO [train.py:927] (6/8) Epoch 3, batch 9300, giga_loss[loss=0.2448, simple_loss=0.3267, pruned_loss=0.08141, over 12440.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03624, over 105.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3184, pruned_loss=0.07782, over 2477376.55 frames. utt_duration=416.1 frames, utt_pad_proportion=0.06403, over 23883.29 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3346, pruned_loss=0.08552, over 2446692.30 frames. utt_duration=1251 frames, utt_pad_proportion=0.05804, over 7833.10 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3149, pruned_loss=0.07655, over 2478299.76 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06347, over 25408.36 utterances.], batch size: 105, lr: 8.42e-04
2022-08-21 13:37:19,533 INFO [train.py:927] (6/8) Epoch 3, batch 9350, giga_loss[loss=0.2041, simple_loss=0.2943, pruned_loss=0.0569, over 12396.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.02741, over 85.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3158, pruned_loss=0.07669, over 2477209.73 frames. utt_duration=427.7 frames, utt_pad_proportion=0.06199, over 23234.45 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3339, pruned_loss=0.08511, over 2446925.09 frames. utt_duration=1257 frames, utt_pad_proportion=0.05696, over 7798.51 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3132, pruned_loss=0.07582, over 2478562.39 frames. utt_duration=399.2 frames, utt_pad_proportion=0.062, over 24910.02 utterances.], batch size: 85, lr: 8.41e-04
2022-08-21 13:39:22,056 INFO [train.py:927] (6/8) Epoch 3, batch 9400, giga_loss[loss=0.2412, simple_loss=0.327, pruned_loss=0.07766, over 12333.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03151, over 70.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3149, pruned_loss=0.07671, over 2477131.92 frames. utt_duration=428.7 frames, utt_pad_proportion=0.06362, over 23178.34 utterances.], libri_tot_loss[loss=0.2518, simple_loss=0.3336, pruned_loss=0.08498, over 2447683.75 frames. utt_duration=1248 frames, utt_pad_proportion=0.06054, over 7851.80 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3124, pruned_loss=0.07581, over 2478632.22 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06264, over 25036.83 utterances.], batch size: 70, lr: 8.41e-04
2022-08-21 13:41:26,695 INFO [train.py:927] (6/8) Epoch 3, batch 9450, giga_loss[loss=0.2227, simple_loss=0.3083, pruned_loss=0.06856, over 12409.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03275, over 105.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3118, pruned_loss=0.07617, over 2476821.45 frames. utt_duration=428.9 frames, utt_pad_proportion=0.06692, over 23161.94 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3324, pruned_loss=0.08446, over 2448656.83 frames. utt_duration=1253 frames, utt_pad_proportion=0.05884, over 7827.30 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3101, pruned_loss=0.07559, over 2478204.51 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06644, over 25231.04 utterances.], batch size: 105, lr: 8.41e-04
2022-08-21 13:43:32,541 INFO [train.py:927] (6/8) Epoch 3, batch 9500, giga_loss[loss=0.2614, simple_loss=0.352, pruned_loss=0.08541, over 12361.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0328, over 97.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3114, pruned_loss=0.07496, over 2477425.80 frames. utt_duration=433 frames, utt_pad_proportion=0.06457, over 22951.85 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3325, pruned_loss=0.0845, over 2448965.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.05902, over 7852.02 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3099, pruned_loss=0.07439, over 2478494.50 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06432, over 24695.74 utterances.], batch size: 97, lr: 8.40e-04
2022-08-21 13:45:25,793 INFO [train.py:927] (6/8) Epoch 3, batch 9550, giga_loss[loss=0.2238, simple_loss=0.3164, pruned_loss=0.06555, over 12345.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03061, over 70.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.312, pruned_loss=0.07355, over 2477427.90 frames. utt_duration=432.8 frames, utt_pad_proportion=0.06379, over 22957.83 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3332, pruned_loss=0.08475, over 2449326.65 frames. utt_duration=1248 frames, utt_pad_proportion=0.05864, over 7858.50 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3099, pruned_loss=0.07278, over 2478200.92 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06376, over 24459.69 utterances.], batch size: 70, lr: 8.40e-04
2022-08-21 13:47:38,399 INFO [train.py:927] (6/8) Epoch 3, batch 9600, giga_loss[loss=0.2616, simple_loss=0.3322, pruned_loss=0.09552, over 12435.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07261, over 213.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3126, pruned_loss=0.07398, over 2477475.25 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06347, over 23588.03 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3334, pruned_loss=0.08478, over 2449304.02 frames. utt_duration=1250 frames, utt_pad_proportion=0.05846, over 7848.21 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3107, pruned_loss=0.07331, over 2478232.83 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06352, over 24843.24 utterances.], batch size: 213, lr: 8.40e-04
2022-08-21 13:49:50,119 INFO [train.py:927] (6/8) Epoch 3, batch 9650, giga_loss[loss=0.218, simple_loss=0.2866, pruned_loss=0.07468, over 12377.00 frames. utt_duration=140.7 frames, utt_pad_proportion=0.1726, over 355.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3134, pruned_loss=0.07431, over 2477153.04 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06575, over 23989.17 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3335, pruned_loss=0.08485, over 2449934.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06093, over 7896.89 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3112, pruned_loss=0.07336, over 2478060.86 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06496, over 25474.86 utterances.], batch size: 355, lr: 8.39e-04
2022-08-21 13:52:04,363 INFO [train.py:927] (6/8) Epoch 3, batch 9700, giga_loss[loss=0.2218, simple_loss=0.3107, pruned_loss=0.06648, over 12319.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3145, pruned_loss=0.07514, over 2477313.11 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06862, over 24323.12 utterances.], libri_tot_loss[loss=0.2512, simple_loss=0.3329, pruned_loss=0.08472, over 2450675.61 frames. utt_duration=1236 frames, utt_pad_proportion=0.06409, over 7937.39 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3127, pruned_loss=0.07415, over 2478235.23 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06695, over 26002.53 utterances.], batch size: 58, lr: 8.39e-04
2022-08-21 13:54:23,657 INFO [train.py:927] (6/8) Epoch 3, batch 9750, giga_loss[loss=0.2454, simple_loss=0.324, pruned_loss=0.08341, over 12421.00 frames. utt_duration=275.7 frames, utt_pad_proportion=0.05255, over 181.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3146, pruned_loss=0.07544, over 2477330.56 frames. utt_duration=414.5 frames, utt_pad_proportion=0.07071, over 23975.28 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.3322, pruned_loss=0.08441, over 2451408.98 frames. utt_duration=1242 frames, utt_pad_proportion=0.06242, over 7905.04 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3131, pruned_loss=0.07462, over 2478230.86 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06974, over 25863.54 utterances.], batch size: 181, lr: 8.39e-04
2022-08-21 13:56:43,425 INFO [train.py:927] (6/8) Epoch 3, batch 9800, giga_loss[loss=0.1982, simple_loss=0.2988, pruned_loss=0.04881, over 12319.00 frames. utt_duration=705 frames, utt_pad_proportion=0.03153, over 70.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3122, pruned_loss=0.07409, over 2476937.98 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06867, over 23324.89 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.332, pruned_loss=0.08454, over 2451684.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.0615, over 7881.10 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3109, pruned_loss=0.07317, over 2477857.70 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06829, over 25109.26 utterances.], batch size: 70, lr: 8.38e-04
2022-08-21 13:58:41,756 INFO [train.py:927] (6/8) Epoch 3, batch 9850, giga_loss[loss=0.2382, simple_loss=0.3184, pruned_loss=0.07898, over 12455.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04227, over 161.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3127, pruned_loss=0.07493, over 2476705.47 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06846, over 23411.45 utterances.], libri_tot_loss[loss=0.2503, simple_loss=0.3312, pruned_loss=0.08471, over 2452373.26 frames. utt_duration=1252 frames, utt_pad_proportion=0.05998, over 7842.82 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3115, pruned_loss=0.07355, over 2477977.90 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06866, over 25637.15 utterances.], batch size: 161, lr: 8.38e-04
2022-08-21 14:00:39,464 INFO [train.py:927] (6/8) Epoch 3, batch 9900, giga_loss[loss=0.2014, simple_loss=0.2938, pruned_loss=0.05451, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04086, over 31.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3152, pruned_loss=0.07633, over 2477340.64 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06805, over 23875.83 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3314, pruned_loss=0.08475, over 2452573.51 frames. utt_duration=1252 frames, utt_pad_proportion=0.05928, over 7842.16 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3138, pruned_loss=0.07508, over 2478487.83 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06844, over 25834.61 utterances.], batch size: 31, lr: 8.38e-04
2022-08-21 14:02:31,179 INFO [train.py:927] (6/8) Epoch 3, batch 9950, libri_loss[loss=0.27, simple_loss=0.3611, pruned_loss=0.08943, over 12150.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.00558, over 36.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3142, pruned_loss=0.07584, over 2476866.73 frames. utt_duration=412 frames, utt_pad_proportion=0.06755, over 24119.23 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3322, pruned_loss=0.0847, over 2452663.45 frames. utt_duration=1251 frames, utt_pad_proportion=0.05914, over 7850.23 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3121, pruned_loss=0.07474, over 2478157.00 frames. utt_duration=383 frames, utt_pad_proportion=0.06797, over 25961.21 utterances.], batch size: 36, lr: 8.37e-04
2022-08-21 14:04:24,537 INFO [train.py:927] (6/8) Epoch 3, batch 10000, giga_loss[loss=0.2846, simple_loss=0.3488, pruned_loss=0.1102, over 12435.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05674, over 182.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3172, pruned_loss=0.07861, over 2477391.82 frames. utt_duration=417.5 frames, utt_pad_proportion=0.06627, over 23805.27 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3319, pruned_loss=0.0847, over 2453485.66 frames. utt_duration=1251 frames, utt_pad_proportion=0.05887, over 7857.14 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3154, pruned_loss=0.07755, over 2478214.23 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06682, over 25654.36 utterances.], batch size: 182, lr: 8.37e-04
2022-08-21 14:06:06,183 INFO [train.py:927] (6/8) Epoch 3, batch 10050, giga_loss[loss=0.3127, simple_loss=0.3755, pruned_loss=0.1249, over 12418.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.0323, over 122.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3248, pruned_loss=0.08314, over 2476105.85 frames. utt_duration=441.1 frames, utt_pad_proportion=0.0641, over 22520.11 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3316, pruned_loss=0.08463, over 2453925.83 frames. utt_duration=1254 frames, utt_pad_proportion=0.05803, over 7838.00 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3234, pruned_loss=0.08227, over 2476877.54 frames. utt_duration=408 frames, utt_pad_proportion=0.06501, over 24358.05 utterances.], batch size: 122, lr: 8.37e-04
2022-08-21 14:07:50,650 INFO [train.py:927] (6/8) Epoch 3, batch 10100, giga_loss[loss=0.2491, simple_loss=0.3083, pruned_loss=0.095, over 12459.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04104, over 31.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3217, pruned_loss=0.08301, over 2475148.67 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06324, over 21230.32 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3312, pruned_loss=0.08448, over 2454197.41 frames. utt_duration=1255 frames, utt_pad_proportion=0.05749, over 7830.45 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3208, pruned_loss=0.08245, over 2475806.29 frames. utt_duration=434 frames, utt_pad_proportion=0.06427, over 22887.93 utterances.], batch size: 31, lr: 8.36e-04
2022-08-21 14:09:33,890 INFO [train.py:927] (6/8) Epoch 3, batch 10150, giga_loss[loss=0.2185, simple_loss=0.2959, pruned_loss=0.0705, over 12425.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03873, over 105.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3142, pruned_loss=0.07991, over 2474510.89 frames. utt_duration=512.3 frames, utt_pad_proportion=0.05971, over 19372.06 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3306, pruned_loss=0.08415, over 2454861.96 frames. utt_duration=1259 frames, utt_pad_proportion=0.05599, over 7806.68 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3136, pruned_loss=0.07967, over 2475102.05 frames. utt_duration=469.9 frames, utt_pad_proportion=0.06143, over 21125.80 utterances.], batch size: 105, lr: 8.36e-04
2022-08-21 14:11:17,373 INFO [train.py:927] (6/8) Epoch 3, batch 10200, giga_loss[loss=0.1603, simple_loss=0.2399, pruned_loss=0.0403, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04808, over 34.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3075, pruned_loss=0.07684, over 2474426.61 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06134, over 19329.12 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3317, pruned_loss=0.08394, over 2454943.58 frames. utt_duration=1263 frames, utt_pad_proportion=0.05529, over 7782.80 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3058, pruned_loss=0.07674, over 2475142.40 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06283, over 20929.50 utterances.], batch size: 34, lr: 8.36e-04
2022-08-21 14:13:00,535 INFO [train.py:927] (6/8) Epoch 3, batch 10250, giga_loss[loss=0.168, simple_loss=0.2527, pruned_loss=0.04162, over 12429.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.0422, over 26.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3022, pruned_loss=0.07437, over 2474750.15 frames. utt_duration=522.3 frames, utt_pad_proportion=0.06218, over 19004.31 utterances.], libri_tot_loss[loss=0.2506, simple_loss=0.3326, pruned_loss=0.08428, over 2455535.30 frames. utt_duration=1265 frames, utt_pad_proportion=0.05434, over 7776.37 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.2995, pruned_loss=0.07382, over 2475227.50 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06367, over 20533.46 utterances.], batch size: 26, lr: 8.35e-04
2022-08-21 14:14:44,060 INFO [train.py:927] (6/8) Epoch 3, batch 10300, giga_loss[loss=0.2331, simple_loss=0.3042, pruned_loss=0.08098, over 12361.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02671, over 48.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.2991, pruned_loss=0.07383, over 2473807.14 frames. utt_duration=533.3 frames, utt_pad_proportion=0.0589, over 18603.35 utterances.], libri_tot_loss[loss=0.2504, simple_loss=0.3323, pruned_loss=0.08422, over 2455911.28 frames. utt_duration=1270 frames, utt_pad_proportion=0.05269, over 7743.95 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.296, pruned_loss=0.07308, over 2474532.81 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06103, over 20278.75 utterances.], batch size: 48, lr: 8.35e-04
2022-08-21 14:16:25,820 INFO [train.py:927] (6/8) Epoch 3, batch 10350, giga_loss[loss=0.1996, simple_loss=0.2798, pruned_loss=0.05965, over 12435.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03578, over 123.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2927, pruned_loss=0.07099, over 2473847.80 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05787, over 18410.96 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3318, pruned_loss=0.08411, over 2456182.76 frames. utt_duration=1274 frames, utt_pad_proportion=0.05193, over 7721.26 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.29, pruned_loss=0.07029, over 2474501.03 frames. utt_duration=497.5 frames, utt_pad_proportion=0.05995, over 19953.40 utterances.], batch size: 123, lr: 8.35e-04
2022-08-21 14:18:08,948 INFO [train.py:927] (6/8) Epoch 3, batch 10400, giga_loss[loss=0.1863, simple_loss=0.2593, pruned_loss=0.05662, over 12475.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03246, over 40.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2877, pruned_loss=0.06919, over 2474250.09 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06345, over 19392.36 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3315, pruned_loss=0.084, over 2456453.67 frames. utt_duration=1274 frames, utt_pad_proportion=0.0517, over 7723.55 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2853, pruned_loss=0.06854, over 2474752.57 frames. utt_duration=478.3 frames, utt_pad_proportion=0.06481, over 20756.97 utterances.], batch size: 40, lr: 8.34e-04
2022-08-21 14:19:51,461 INFO [train.py:927] (6/8) Epoch 3, batch 10450, giga_loss[loss=0.1703, simple_loss=0.2507, pruned_loss=0.04492, over 12339.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03449, over 51.00 utterances.], tot_loss[loss=0.207, simple_loss=0.282, pruned_loss=0.06603, over 2474294.17 frames. utt_duration=519 frames, utt_pad_proportion=0.06166, over 19123.79 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3315, pruned_loss=0.0839, over 2456382.60 frames. utt_duration=1278 frames, utt_pad_proportion=0.05087, over 7694.75 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.279, pruned_loss=0.06524, over 2475154.07 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06322, over 20493.63 utterances.], batch size: 51, lr: 8.34e-04
2022-08-21 14:21:35,239 INFO [train.py:927] (6/8) Epoch 3, batch 10500, giga_loss[loss=0.2401, simple_loss=0.3197, pruned_loss=0.08025, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03906, over 33.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2893, pruned_loss=0.06948, over 2473377.94 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06001, over 18353.40 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3315, pruned_loss=0.08369, over 2456356.15 frames. utt_duration=1280 frames, utt_pad_proportion=0.04969, over 7684.82 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2855, pruned_loss=0.06851, over 2474614.51 frames. utt_duration=501 frames, utt_pad_proportion=0.06198, over 19814.61 utterances.], batch size: 33, lr: 8.34e-04
2022-08-21 14:23:19,223 INFO [train.py:927] (6/8) Epoch 3, batch 10550, giga_loss[loss=0.2426, simple_loss=0.3261, pruned_loss=0.07956, over 12383.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02863, over 58.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3022, pruned_loss=0.0769, over 2472827.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.061, over 18202.15 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3314, pruned_loss=0.08382, over 2456604.57 frames. utt_duration=1282 frames, utt_pad_proportion=0.04911, over 7674.64 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.2988, pruned_loss=0.07587, over 2473802.10 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06275, over 19500.21 utterances.], batch size: 58, lr: 8.33e-04
2022-08-21 14:25:00,163 INFO [train.py:927] (6/8) Epoch 3, batch 10600, giga_loss[loss=0.2529, simple_loss=0.327, pruned_loss=0.08944, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02499, over 45.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3092, pruned_loss=0.07945, over 2473069.70 frames. utt_duration=547.8 frames, utt_pad_proportion=0.06338, over 18106.61 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3317, pruned_loss=0.08412, over 2456841.19 frames. utt_duration=1283 frames, utt_pad_proportion=0.04848, over 7666.36 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3056, pruned_loss=0.07823, over 2473897.18 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06497, over 19338.53 utterances.], batch size: 45, lr: 8.33e-04
2022-08-21 14:26:43,127 INFO [train.py:927] (6/8) Epoch 3, batch 10650, giga_loss[loss=0.2665, simple_loss=0.3234, pruned_loss=0.1048, over 12347.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3132, pruned_loss=0.08105, over 2473572.35 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06624, over 18196.48 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3315, pruned_loss=0.08392, over 2456840.42 frames. utt_duration=1289 frames, utt_pad_proportion=0.04773, over 7634.06 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3101, pruned_loss=0.08016, over 2474620.10 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06769, over 19442.70 utterances.], batch size: 369, lr: 8.33e-04
2022-08-21 14:28:28,271 INFO [train.py:927] (6/8) Epoch 3, batch 10700, giga_loss[loss=0.2836, simple_loss=0.3515, pruned_loss=0.1079, over 12364.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02896, over 70.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3198, pruned_loss=0.08621, over 2473395.63 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06649, over 18273.90 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3313, pruned_loss=0.08376, over 2456956.57 frames. utt_duration=1291 frames, utt_pad_proportion=0.04698, over 7621.42 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3172, pruned_loss=0.08564, over 2474432.72 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06801, over 19466.03 utterances.], batch size: 70, lr: 8.32e-04
2022-08-21 14:30:12,864 INFO [train.py:927] (6/8) Epoch 3, batch 10750, giga_loss[loss=0.2112, simple_loss=0.3035, pruned_loss=0.05948, over 12262.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.03619, over 28.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3226, pruned_loss=0.08702, over 2472940.57 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06462, over 17847.27 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3301, pruned_loss=0.08328, over 2456967.93 frames. utt_duration=1298 frames, utt_pad_proportion=0.04574, over 7579.14 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3214, pruned_loss=0.08714, over 2474384.01 frames. utt_duration=515.7 frames, utt_pad_proportion=0.0667, over 19247.34 utterances.], batch size: 28, lr: 8.32e-04
2022-08-21 14:31:52,640 INFO [train.py:927] (6/8) Epoch 3, batch 10800, giga_loss[loss=0.2402, simple_loss=0.3309, pruned_loss=0.07474, over 12288.00 frames. utt_duration=1892 frames, utt_pad_proportion=0.05321, over 26.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3263, pruned_loss=0.08744, over 2473250.80 frames. utt_duration=589.2 frames, utt_pad_proportion=0.06096, over 16834.33 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.331, pruned_loss=0.08346, over 2457774.60 frames. utt_duration=1299 frames, utt_pad_proportion=0.04469, over 7577.56 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3243, pruned_loss=0.08755, over 2474240.60 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06365, over 18316.00 utterances.], batch size: 26, lr: 8.32e-04
2022-08-21 14:33:37,096 INFO [train.py:927] (6/8) Epoch 3, batch 10850, giga_loss[loss=0.2514, simple_loss=0.3347, pruned_loss=0.08406, over 12432.00 frames. utt_duration=475 frames, utt_pad_proportion=0.0384, over 105.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3263, pruned_loss=0.08603, over 2473056.72 frames. utt_duration=584.3 frames, utt_pad_proportion=0.06077, over 16973.71 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3305, pruned_loss=0.0832, over 2457734.59 frames. utt_duration=1301 frames, utt_pad_proportion=0.04402, over 7567.11 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.325, pruned_loss=0.08641, over 2474145.79 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06326, over 18317.29 utterances.], batch size: 105, lr: 8.31e-04
2022-08-21 14:35:20,740 INFO [train.py:927] (6/8) Epoch 3, batch 10900, giga_loss[loss=0.2631, simple_loss=0.3357, pruned_loss=0.09525, over 12191.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03238, over 39.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3244, pruned_loss=0.08391, over 2472319.61 frames. utt_duration=624 frames, utt_pad_proportion=0.05672, over 15886.79 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.33, pruned_loss=0.0831, over 2458103.89 frames. utt_duration=1304 frames, utt_pad_proportion=0.04324, over 7551.01 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3239, pruned_loss=0.08435, over 2473196.29 frames. utt_duration=577.3 frames, utt_pad_proportion=0.05956, over 17181.02 utterances.], batch size: 39, lr: 8.31e-04
2022-08-21 14:37:03,358 INFO [train.py:927] (6/8) Epoch 3, batch 10950, giga_loss[loss=0.3049, simple_loss=0.3614, pruned_loss=0.1242, over 12383.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04931, over 161.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3275, pruned_loss=0.08819, over 2471447.02 frames. utt_duration=616.9 frames, utt_pad_proportion=0.06439, over 16064.27 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.33, pruned_loss=0.0832, over 2458415.90 frames. utt_duration=1288 frames, utt_pad_proportion=0.04759, over 7641.45 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.327, pruned_loss=0.0886, over 2472321.23 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06479, over 17310.28 utterances.], batch size: 161, lr: 8.31e-04
2022-08-21 14:38:50,252 INFO [train.py:927] (6/8) Epoch 3, batch 11000, giga_loss[loss=0.1981, simple_loss=0.2761, pruned_loss=0.06001, over 12385.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04177, over 37.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3279, pruned_loss=0.09009, over 2471595.43 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06844, over 17027.08 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3291, pruned_loss=0.08277, over 2458214.32 frames. utt_duration=1294 frames, utt_pad_proportion=0.04666, over 7607.71 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3282, pruned_loss=0.09097, over 2472831.29 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06902, over 18289.61 utterances.], batch size: 37, lr: 8.30e-04
2022-08-21 14:40:35,624 INFO [train.py:927] (6/8) Epoch 3, batch 11050, giga_loss[loss=0.2442, simple_loss=0.321, pruned_loss=0.08374, over 12405.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03912, over 133.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3266, pruned_loss=0.08937, over 2471616.94 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06756, over 17092.77 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3296, pruned_loss=0.08292, over 2458358.88 frames. utt_duration=1295 frames, utt_pad_proportion=0.04609, over 7600.48 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3264, pruned_loss=0.09006, over 2472732.93 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06846, over 18277.31 utterances.], batch size: 133, lr: 8.30e-04
2022-08-21 14:42:19,839 INFO [train.py:927] (6/8) Epoch 3, batch 11100, giga_loss[loss=0.2127, simple_loss=0.2974, pruned_loss=0.06404, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3253, pruned_loss=0.08829, over 2472003.85 frames. utt_duration=564.8 frames, utt_pad_proportion=0.06829, over 17553.56 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.33, pruned_loss=0.083, over 2458577.70 frames. utt_duration=1296 frames, utt_pad_proportion=0.04572, over 7596.49 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3247, pruned_loss=0.0888, over 2472810.59 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06914, over 18568.49 utterances.], batch size: 97, lr: 8.30e-04
2022-08-21 14:44:03,312 INFO [train.py:927] (6/8) Epoch 3, batch 11150, giga_loss[loss=0.23, simple_loss=0.3029, pruned_loss=0.0785, over 12398.00 frames. utt_duration=856.6 frames, utt_pad_proportion=0.02883, over 58.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3212, pruned_loss=0.08561, over 2472998.20 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06827, over 17760.80 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3306, pruned_loss=0.083, over 2459121.43 frames. utt_duration=1301 frames, utt_pad_proportion=0.04472, over 7571.95 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3201, pruned_loss=0.08613, over 2473516.58 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06946, over 18849.08 utterances.], batch size: 58, lr: 8.29e-04
2022-08-21 14:45:48,974 INFO [train.py:927] (6/8) Epoch 3, batch 11200, giga_loss[loss=0.2247, simple_loss=0.2889, pruned_loss=0.08027, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03935, over 40.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.317, pruned_loss=0.08429, over 2473297.12 frames. utt_duration=523.5 frames, utt_pad_proportion=0.07667, over 18952.52 utterances.], libri_tot_loss[loss=0.2487, simple_loss=0.3309, pruned_loss=0.08323, over 2459706.97 frames. utt_duration=1273 frames, utt_pad_proportion=0.05318, over 7739.74 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3156, pruned_loss=0.08456, over 2473555.63 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07482, over 19952.30 utterances.], batch size: 40, lr: 8.29e-04
2022-08-21 14:47:39,261 INFO [train.py:927] (6/8) Epoch 3, batch 11250, giga_loss[loss=0.2941, simple_loss=0.3457, pruned_loss=0.1212, over 12324.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1812, over 358.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3167, pruned_loss=0.08367, over 2472993.91 frames. utt_duration=524.2 frames, utt_pad_proportion=0.07742, over 18925.68 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3312, pruned_loss=0.08339, over 2460036.24 frames. utt_duration=1261 frames, utt_pad_proportion=0.05645, over 7815.30 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.315, pruned_loss=0.08375, over 2473132.65 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07506, over 19851.42 utterances.], batch size: 358, lr: 8.29e-04
2022-08-21 14:49:21,411 INFO [train.py:927] (6/8) Epoch 3, batch 11300, giga_loss[loss=0.2286, simple_loss=0.3014, pruned_loss=0.07791, over 12425.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03122, over 80.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.314, pruned_loss=0.08218, over 2473390.25 frames. utt_duration=543.1 frames, utt_pad_proportion=0.07265, over 18266.91 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3306, pruned_loss=0.08315, over 2460506.49 frames. utt_duration=1264 frames, utt_pad_proportion=0.05467, over 7794.69 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3125, pruned_loss=0.08246, over 2473605.72 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07185, over 19477.91 utterances.], batch size: 80, lr: 8.29e-04
2022-08-21 14:51:05,372 INFO [train.py:927] (6/8) Epoch 3, batch 11350, giga_loss[loss=0.211, simple_loss=0.2877, pruned_loss=0.06718, over 12371.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3099, pruned_loss=0.08056, over 2473360.16 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06715, over 17313.67 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3302, pruned_loss=0.08295, over 2460659.08 frames. utt_duration=1269 frames, utt_pad_proportion=0.05332, over 7763.50 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3085, pruned_loss=0.08089, over 2473815.58 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06751, over 18643.13 utterances.], batch size: 62, lr: 8.28e-04
2022-08-21 14:52:49,500 INFO [train.py:927] (6/8) Epoch 3, batch 11400, giga_loss[loss=0.1948, simple_loss=0.272, pruned_loss=0.05882, over 12266.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02788, over 54.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3064, pruned_loss=0.07952, over 2472894.11 frames. utt_duration=580 frames, utt_pad_proportion=0.06591, over 17097.37 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3303, pruned_loss=0.08297, over 2460753.71 frames. utt_duration=1271 frames, utt_pad_proportion=0.05297, over 7753.92 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.305, pruned_loss=0.07973, over 2473277.01 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06644, over 18239.80 utterances.], batch size: 54, lr: 8.28e-04
2022-08-21 14:54:31,747 INFO [train.py:927] (6/8) Epoch 3, batch 11450, giga_loss[loss=0.1883, simple_loss=0.2701, pruned_loss=0.05321, over 12454.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03105, over 75.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3037, pruned_loss=0.07864, over 2472825.78 frames. utt_duration=596.9 frames, utt_pad_proportion=0.06156, over 16612.52 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3299, pruned_loss=0.08291, over 2460871.57 frames. utt_duration=1275 frames, utt_pad_proportion=0.05187, over 7732.34 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3023, pruned_loss=0.07876, over 2473354.43 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06281, over 17793.40 utterances.], batch size: 75, lr: 8.28e-04
2022-08-21 14:56:13,694 INFO [train.py:927] (6/8) Epoch 3, batch 11500, giga_loss[loss=0.21, simple_loss=0.2868, pruned_loss=0.06655, over 12338.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03423, over 62.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3019, pruned_loss=0.07793, over 2472555.87 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06269, over 16757.54 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3301, pruned_loss=0.08298, over 2461463.84 frames. utt_duration=1272 frames, utt_pad_proportion=0.05185, over 7752.15 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.2999, pruned_loss=0.07784, over 2472681.31 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06371, over 17887.48 utterances.], batch size: 62, lr: 8.27e-04
2022-08-21 14:57:57,710 INFO [train.py:927] (6/8) Epoch 3, batch 11550, giga_loss[loss=0.1938, simple_loss=0.2769, pruned_loss=0.05532, over 12440.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.03474, over 26.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3012, pruned_loss=0.07765, over 2472786.23 frames. utt_duration=605.8 frames, utt_pad_proportion=0.05788, over 16367.26 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3298, pruned_loss=0.08294, over 2461776.21 frames. utt_duration=1275 frames, utt_pad_proportion=0.05089, over 7730.70 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.2992, pruned_loss=0.07747, over 2472841.97 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05944, over 17485.20 utterances.], batch size: 26, lr: 8.27e-04
2022-08-21 14:59:40,114 INFO [train.py:927] (6/8) Epoch 3, batch 11600, giga_loss[loss=0.3437, simple_loss=0.3974, pruned_loss=0.145, over 12399.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06317, over 183.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.306, pruned_loss=0.08056, over 2473255.81 frames. utt_duration=601.9 frames, utt_pad_proportion=0.05799, over 16476.17 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3293, pruned_loss=0.0828, over 2462265.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05062, over 7738.12 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.304, pruned_loss=0.08042, over 2473168.96 frames. utt_duration=564 frames, utt_pad_proportion=0.05944, over 17587.58 utterances.], batch size: 183, lr: 8.27e-04
2022-08-21 15:01:25,068 INFO [train.py:927] (6/8) Epoch 3, batch 11650, giga_loss[loss=0.3296, simple_loss=0.3848, pruned_loss=0.1373, over 12353.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1093, over 259.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3113, pruned_loss=0.08375, over 2472992.21 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05902, over 16775.26 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3289, pruned_loss=0.08285, over 2462096.98 frames. utt_duration=1280 frames, utt_pad_proportion=0.04998, over 7703.65 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3097, pruned_loss=0.0836, over 2473266.97 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06042, over 17853.47 utterances.], batch size: 259, lr: 8.26e-04
2022-08-21 15:03:08,914 INFO [train.py:927] (6/8) Epoch 3, batch 11700, giga_loss[loss=0.2675, simple_loss=0.3436, pruned_loss=0.09572, over 12430.00 frames. utt_duration=579.6 frames, utt_pad_proportion=0.03722, over 86.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3175, pruned_loss=0.08591, over 2472664.83 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06048, over 16975.40 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.329, pruned_loss=0.08272, over 2462009.61 frames. utt_duration=1284 frames, utt_pad_proportion=0.04923, over 7676.77 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3159, pruned_loss=0.08595, over 2473259.72 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06192, over 18112.25 utterances.], batch size: 86, lr: 8.26e-04
2022-08-21 15:04:50,831 INFO [train.py:927] (6/8) Epoch 3, batch 11750, libri_loss[loss=0.2302, simple_loss=0.3109, pruned_loss=0.07479, over 12120.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005615, over 32.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3216, pruned_loss=0.08726, over 2473579.28 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05921, over 17065.26 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3287, pruned_loss=0.08274, over 2462010.72 frames. utt_duration=1290 frames, utt_pad_proportion=0.04813, over 7644.86 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3202, pruned_loss=0.0874, over 2474384.71 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06099, over 18270.46 utterances.], batch size: 32, lr: 8.26e-04
2022-08-21 15:06:34,104 INFO [train.py:927] (6/8) Epoch 3, batch 11800, libri_loss[loss=0.2825, simple_loss=0.3535, pruned_loss=0.1058, over 12306.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00563, over 35.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3197, pruned_loss=0.08474, over 2473789.08 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05731, over 17341.97 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3287, pruned_loss=0.08274, over 2462252.92 frames. utt_duration=1292 frames, utt_pad_proportion=0.04758, over 7632.27 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3186, pruned_loss=0.08488, over 2474383.12 frames. utt_duration=538.5 frames, utt_pad_proportion=0.05906, over 18429.49 utterances.], batch size: 35, lr: 8.25e-04
2022-08-21 15:08:17,326 INFO [train.py:927] (6/8) Epoch 3, batch 11850, giga_loss[loss=0.2409, simple_loss=0.3191, pruned_loss=0.08133, over 12357.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03056, over 62.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3203, pruned_loss=0.08456, over 2473039.85 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05726, over 17127.07 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3288, pruned_loss=0.08289, over 2462508.02 frames. utt_duration=1294 frames, utt_pad_proportion=0.04696, over 7619.80 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3192, pruned_loss=0.08457, over 2473485.55 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05894, over 18160.62 utterances.], batch size: 62, lr: 8.25e-04
2022-08-21 15:10:03,715 INFO [train.py:927] (6/8) Epoch 3, batch 11900, giga_loss[loss=0.2669, simple_loss=0.3409, pruned_loss=0.09645, over 12373.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03616, over 113.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3247, pruned_loss=0.08716, over 2473604.78 frames. utt_duration=577.4 frames, utt_pad_proportion=0.0581, over 17181.55 utterances.], libri_tot_loss[loss=0.2483, simple_loss=0.3299, pruned_loss=0.08337, over 2462954.10 frames. utt_duration=1299 frames, utt_pad_proportion=0.04612, over 7592.59 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3227, pruned_loss=0.08683, over 2473798.58 frames. utt_duration=544 frames, utt_pad_proportion=0.0598, over 18239.23 utterances.], batch size: 113, lr: 8.25e-04
2022-08-21 15:11:46,347 INFO [train.py:927] (6/8) Epoch 3, batch 11950, giga_loss[loss=0.2655, simple_loss=0.3332, pruned_loss=0.09885, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03144, over 42.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3255, pruned_loss=0.08829, over 2473377.20 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06106, over 17344.99 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3292, pruned_loss=0.08315, over 2462557.75 frames. utt_duration=1305 frames, utt_pad_proportion=0.04494, over 7559.31 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3243, pruned_loss=0.08834, over 2474230.69 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06278, over 18522.59 utterances.], batch size: 42, lr: 8.24e-04
2022-08-21 15:13:30,998 INFO [train.py:927] (6/8) Epoch 3, batch 12000, giga_loss[loss=0.2682, simple_loss=0.3421, pruned_loss=0.09715, over 12366.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03261, over 51.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3262, pruned_loss=0.08914, over 2472863.23 frames. utt_duration=593.3 frames, utt_pad_proportion=0.06102, over 16713.65 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3296, pruned_loss=0.08375, over 2462517.85 frames. utt_duration=1280 frames, utt_pad_proportion=0.05346, over 7703.45 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3248, pruned_loss=0.08876, over 2473807.55 frames. utt_duration=559.4 frames, utt_pad_proportion=0.05946, over 17735.21 utterances.], batch size: 51, lr: 8.24e-04
2022-08-21 15:13:30,999 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 15:13:44,592 INFO [train.py:967] (6/8) Epoch 3, validation: loss=0.2108, simple_loss=0.3143, pruned_loss=0.05366, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 15:15:30,661 INFO [train.py:927] (6/8) Epoch 3, batch 12050, giga_loss[loss=0.2675, simple_loss=0.3508, pruned_loss=0.09215, over 12426.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03352, over 75.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3272, pruned_loss=0.08894, over 2472665.63 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05813, over 16242.22 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.329, pruned_loss=0.0835, over 2462229.74 frames. utt_duration=1285 frames, utt_pad_proportion=0.05272, over 7674.63 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3266, pruned_loss=0.08895, over 2473852.91 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05733, over 17231.30 utterances.], batch size: 75, lr: 8.24e-04
2022-08-21 15:17:13,728 INFO [train.py:927] (6/8) Epoch 3, batch 12100, giga_loss[loss=0.2142, simple_loss=0.2938, pruned_loss=0.06733, over 12311.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04724, over 26.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3282, pruned_loss=0.08957, over 2472080.80 frames. utt_duration=603.5 frames, utt_pad_proportion=0.06095, over 16425.90 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.329, pruned_loss=0.08374, over 2462456.50 frames. utt_duration=1287 frames, utt_pad_proportion=0.05177, over 7661.81 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3277, pruned_loss=0.0895, over 2473039.23 frames. utt_duration=569.3 frames, utt_pad_proportion=0.06061, over 17420.54 utterances.], batch size: 26, lr: 8.23e-04
2022-08-21 15:18:55,696 INFO [train.py:927] (6/8) Epoch 3, batch 12150, giga_loss[loss=0.2553, simple_loss=0.3337, pruned_loss=0.08843, over 12393.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03034, over 62.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3269, pruned_loss=0.08907, over 2472039.45 frames. utt_duration=624.5 frames, utt_pad_proportion=0.05966, over 15871.52 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3287, pruned_loss=0.08385, over 2462432.33 frames. utt_duration=1284 frames, utt_pad_proportion=0.05177, over 7678.67 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3266, pruned_loss=0.08917, over 2473326.12 frames. utt_duration=581.4 frames, utt_pad_proportion=0.05972, over 17060.92 utterances.], batch size: 62, lr: 8.23e-04
2022-08-21 15:20:37,374 INFO [train.py:927] (6/8) Epoch 3, batch 12200, libri_loss[loss=0.2191, simple_loss=0.293, pruned_loss=0.07261, over 12308.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.008511, over 28.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3279, pruned_loss=0.09, over 2472637.81 frames. utt_duration=608.9 frames, utt_pad_proportion=0.06376, over 16281.96 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3297, pruned_loss=0.084, over 2462795.31 frames. utt_duration=1286 frames, utt_pad_proportion=0.05102, over 7667.14 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3269, pruned_loss=0.09004, over 2473518.61 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06393, over 17392.92 utterances.], batch size: 28, lr: 8.23e-04
2022-08-21 15:22:22,385 INFO [train.py:927] (6/8) Epoch 3, batch 12250, giga_loss[loss=0.2337, simple_loss=0.308, pruned_loss=0.07971, over 12464.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04506, over 34.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3274, pruned_loss=0.08931, over 2472259.76 frames. utt_duration=639.5 frames, utt_pad_proportion=0.05913, over 15500.32 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3298, pruned_loss=0.08431, over 2462898.77 frames. utt_duration=1289 frames, utt_pad_proportion=0.05042, over 7654.21 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3264, pruned_loss=0.08913, over 2472986.75 frames. utt_duration=600.8 frames, utt_pad_proportion=0.05985, over 16504.29 utterances.], batch size: 34, lr: 8.22e-04
2022-08-21 15:24:05,436 INFO [train.py:927] (6/8) Epoch 3, batch 12300, giga_loss[loss=0.2443, simple_loss=0.3219, pruned_loss=0.08332, over 12373.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02695, over 66.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3272, pruned_loss=0.08925, over 2472553.60 frames. utt_duration=640.9 frames, utt_pad_proportion=0.05907, over 15468.48 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.33, pruned_loss=0.08476, over 2463314.83 frames. utt_duration=1284 frames, utt_pad_proportion=0.05013, over 7680.30 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3262, pruned_loss=0.08886, over 2473058.73 frames. utt_duration=601.5 frames, utt_pad_proportion=0.05984, over 16487.29 utterances.], batch size: 66, lr: 8.22e-04
2022-08-21 15:25:48,367 INFO [train.py:927] (6/8) Epoch 3, batch 12350, giga_loss[loss=0.2601, simple_loss=0.332, pruned_loss=0.09409, over 12443.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3249, pruned_loss=0.08789, over 2472899.90 frames. utt_duration=641.8 frames, utt_pad_proportion=0.05525, over 15448.34 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3296, pruned_loss=0.08488, over 2463827.00 frames. utt_duration=1290 frames, utt_pad_proportion=0.04882, over 7647.12 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3243, pruned_loss=0.08757, over 2473127.44 frames. utt_duration=599.6 frames, utt_pad_proportion=0.05673, over 16540.12 utterances.], batch size: 80, lr: 8.22e-04
2022-08-21 15:27:30,164 INFO [train.py:927] (6/8) Epoch 3, batch 12400, giga_loss[loss=0.2394, simple_loss=0.3195, pruned_loss=0.07965, over 12381.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03097, over 62.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3225, pruned_loss=0.08709, over 2471693.75 frames. utt_duration=671.6 frames, utt_pad_proportion=0.053, over 14754.20 utterances.], libri_tot_loss[loss=0.2499, simple_loss=0.3293, pruned_loss=0.08528, over 2463581.05 frames. utt_duration=1288 frames, utt_pad_proportion=0.04866, over 7662.65 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.322, pruned_loss=0.08655, over 2472462.01 frames. utt_duration=622 frames, utt_pad_proportion=0.05457, over 15937.35 utterances.], batch size: 62, lr: 8.22e-04
2022-08-21 15:29:12,336 INFO [train.py:927] (6/8) Epoch 3, batch 12450, giga_loss[loss=0.2279, simple_loss=0.3025, pruned_loss=0.07666, over 12345.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03368, over 62.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3204, pruned_loss=0.08666, over 2470344.40 frames. utt_duration=672.7 frames, utt_pad_proportion=0.05687, over 14722.27 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3293, pruned_loss=0.08556, over 2463318.26 frames. utt_duration=1291 frames, utt_pad_proportion=0.04816, over 7643.77 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3199, pruned_loss=0.08599, over 2471307.22 frames. utt_duration=628.1 frames, utt_pad_proportion=0.05817, over 15775.01 utterances.], batch size: 62, lr: 8.21e-04
2022-08-21 15:30:55,448 INFO [train.py:927] (6/8) Epoch 3, batch 12500, giga_loss[loss=0.2093, simple_loss=0.2909, pruned_loss=0.06384, over 12332.00 frames. utt_duration=797 frames, utt_pad_proportion=0.03507, over 62.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3185, pruned_loss=0.08623, over 2471210.98 frames. utt_duration=645.1 frames, utt_pad_proportion=0.06176, over 15358.37 utterances.], libri_tot_loss[loss=0.2508, simple_loss=0.3298, pruned_loss=0.08589, over 2463549.25 frames. utt_duration=1293 frames, utt_pad_proportion=0.04761, over 7631.18 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3175, pruned_loss=0.08542, over 2471852.10 frames. utt_duration=608 frames, utt_pad_proportion=0.0628, over 16301.93 utterances.], batch size: 62, lr: 8.21e-04
2022-08-21 15:32:37,946 INFO [train.py:927] (6/8) Epoch 3, batch 12550, giga_loss[loss=0.2323, simple_loss=0.2977, pruned_loss=0.08345, over 12484.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03434, over 43.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3185, pruned_loss=0.08699, over 2471977.41 frames. utt_duration=624.1 frames, utt_pad_proportion=0.06661, over 15880.92 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3322, pruned_loss=0.08741, over 2463912.19 frames. utt_duration=1276 frames, utt_pad_proportion=0.05138, over 7735.40 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3152, pruned_loss=0.08503, over 2472374.05 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06596, over 16756.08 utterances.], batch size: 43, lr: 8.21e-04
2022-08-21 15:34:21,613 INFO [train.py:927] (6/8) Epoch 3, batch 12600, giga_loss[loss=0.2062, simple_loss=0.2791, pruned_loss=0.06669, over 12158.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04151, over 33.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3202, pruned_loss=0.08802, over 2472672.70 frames. utt_duration=596.1 frames, utt_pad_proportion=0.06511, over 16634.29 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3324, pruned_loss=0.08807, over 2464203.26 frames. utt_duration=1275 frames, utt_pad_proportion=0.05069, over 7742.27 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.317, pruned_loss=0.08588, over 2473035.57 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06518, over 17621.30 utterances.], batch size: 33, lr: 8.20e-04
2022-08-21 15:36:03,452 INFO [train.py:927] (6/8) Epoch 3, batch 12650, giga_loss[loss=0.2409, simple_loss=0.318, pruned_loss=0.08189, over 12345.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03103, over 85.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3219, pruned_loss=0.08847, over 2473830.66 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06758, over 18034.02 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3324, pruned_loss=0.08821, over 2464326.60 frames. utt_duration=1273 frames, utt_pad_proportion=0.05063, over 7752.78 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3193, pruned_loss=0.08665, over 2474091.82 frames. utt_duration=525.2 frames, utt_pad_proportion=0.06763, over 18897.47 utterances.], batch size: 85, lr: 8.20e-04
2022-08-21 15:37:43,871 INFO [train.py:927] (6/8) Epoch 3, batch 12700, giga_loss[loss=0.2028, simple_loss=0.2843, pruned_loss=0.0606, over 12397.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02574, over 48.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3189, pruned_loss=0.08529, over 2473542.41 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06166, over 17597.94 utterances.], libri_tot_loss[loss=0.2542, simple_loss=0.332, pruned_loss=0.08822, over 2464100.42 frames. utt_duration=1277 frames, utt_pad_proportion=0.04969, over 7729.16 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3169, pruned_loss=0.08384, over 2474131.86 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06243, over 18517.43 utterances.], batch size: 48, lr: 8.20e-04
2022-08-21 15:39:24,445 INFO [train.py:927] (6/8) Epoch 3, batch 12750, giga_loss[loss=0.2262, simple_loss=0.2998, pruned_loss=0.07625, over 12450.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03127, over 55.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.318, pruned_loss=0.08488, over 2473338.52 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05779, over 17068.68 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3318, pruned_loss=0.08817, over 2463996.34 frames. utt_duration=1281 frames, utt_pad_proportion=0.0492, over 7703.34 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3164, pruned_loss=0.08373, over 2474020.98 frames. utt_duration=552.7 frames, utt_pad_proportion=0.05883, over 17954.99 utterances.], batch size: 55, lr: 8.19e-04
2022-08-21 15:41:06,286 INFO [train.py:927] (6/8) Epoch 3, batch 12800, giga_loss[loss=0.2347, simple_loss=0.3104, pruned_loss=0.0795, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03041, over 48.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3209, pruned_loss=0.08758, over 2473625.76 frames. utt_duration=548.2 frames, utt_pad_proportion=0.0595, over 18098.33 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3321, pruned_loss=0.08946, over 2463979.07 frames. utt_duration=1287 frames, utt_pad_proportion=0.04777, over 7666.09 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3189, pruned_loss=0.08541, over 2474502.31 frames. utt_duration=517 frames, utt_pad_proportion=0.06081, over 19200.18 utterances.], batch size: 48, lr: 8.19e-04
2022-08-21 15:42:47,172 INFO [train.py:927] (6/8) Epoch 3, batch 12850, giga_loss[loss=0.2751, simple_loss=0.3466, pruned_loss=0.1018, over 12379.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05957, over 182.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3231, pruned_loss=0.08825, over 2473142.76 frames. utt_duration=554.6 frames, utt_pad_proportion=0.05621, over 17886.56 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.332, pruned_loss=0.08984, over 2463600.96 frames. utt_duration=1293 frames, utt_pad_proportion=0.0467, over 7627.26 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3213, pruned_loss=0.08612, over 2474507.59 frames. utt_duration=518.6 frames, utt_pad_proportion=0.05795, over 19141.22 utterances.], batch size: 182, lr: 8.19e-04
2022-08-21 15:44:29,486 INFO [train.py:927] (6/8) Epoch 3, batch 12900, giga_loss[loss=0.2493, simple_loss=0.3265, pruned_loss=0.08604, over 12441.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03667, over 133.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3228, pruned_loss=0.08764, over 2473109.77 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05821, over 17672.34 utterances.], libri_tot_loss[loss=0.256, simple_loss=0.3319, pruned_loss=0.09011, over 2463949.30 frames. utt_duration=1297 frames, utt_pad_proportion=0.04553, over 7607.69 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3212, pruned_loss=0.08563, over 2474184.63 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06004, over 19017.13 utterances.], batch size: 133, lr: 8.18e-04
2022-08-21 15:46:13,534 INFO [train.py:927] (6/8) Epoch 3, batch 12950, giga_loss[loss=0.2388, simple_loss=0.3178, pruned_loss=0.07987, over 12363.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.03063, over 51.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3238, pruned_loss=0.08779, over 2472795.59 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05456, over 16805.73 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3326, pruned_loss=0.09042, over 2463820.75 frames. utt_duration=1294 frames, utt_pad_proportion=0.04589, over 7624.66 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3217, pruned_loss=0.08588, over 2473887.11 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05623, over 17982.56 utterances.], batch size: 51, lr: 8.18e-04
2022-08-21 15:47:52,962 INFO [train.py:927] (6/8) Epoch 3, batch 13000, giga_loss[loss=0.1944, simple_loss=0.2676, pruned_loss=0.06056, over 12334.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.03051, over 28.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3233, pruned_loss=0.08723, over 2472653.02 frames. utt_duration=597.4 frames, utt_pad_proportion=0.05251, over 16598.74 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3344, pruned_loss=0.09104, over 2463901.84 frames. utt_duration=1296 frames, utt_pad_proportion=0.04491, over 7611.06 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3199, pruned_loss=0.08506, over 2473690.13 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05443, over 17796.04 utterances.], batch size: 28, lr: 8.18e-04
2022-08-21 15:49:34,519 INFO [train.py:927] (6/8) Epoch 3, batch 13050, giga_loss[loss=0.2189, simple_loss=0.2962, pruned_loss=0.0708, over 12094.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.04035, over 30.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3209, pruned_loss=0.08577, over 2472597.83 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05513, over 17109.68 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3342, pruned_loss=0.09111, over 2463942.95 frames. utt_duration=1297 frames, utt_pad_proportion=0.04454, over 7606.90 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3182, pruned_loss=0.08395, over 2473505.62 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05667, over 18176.68 utterances.], batch size: 30, lr: 8.18e-04
2022-08-21 15:51:14,360 INFO [train.py:927] (6/8) Epoch 3, batch 13100, giga_loss[loss=0.2107, simple_loss=0.2896, pruned_loss=0.06592, over 12326.00 frames. utt_duration=1334 frames, utt_pad_proportion=0.04379, over 37.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3215, pruned_loss=0.08492, over 2473005.56 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05299, over 16999.91 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.3341, pruned_loss=0.09132, over 2464068.98 frames. utt_duration=1299 frames, utt_pad_proportion=0.04394, over 7597.95 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3192, pruned_loss=0.08316, over 2473799.72 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05465, over 18064.05 utterances.], batch size: 37, lr: 8.17e-04
2022-08-21 15:52:54,554 INFO [train.py:927] (6/8) Epoch 3, batch 13150, giga_loss[loss=0.2848, simple_loss=0.3448, pruned_loss=0.1124, over 12330.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03089, over 91.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3207, pruned_loss=0.08511, over 2472607.41 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05284, over 16915.24 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.3347, pruned_loss=0.09173, over 2464445.28 frames. utt_duration=1300 frames, utt_pad_proportion=0.04313, over 7592.98 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.318, pruned_loss=0.08317, over 2473094.16 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05454, over 17976.60 utterances.], batch size: 91, lr: 8.17e-04
2022-08-21 15:54:35,091 INFO [train.py:927] (6/8) Epoch 3, batch 13200, giga_loss[loss=0.2218, simple_loss=0.2934, pruned_loss=0.07507, over 12216.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03245, over 42.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3181, pruned_loss=0.08503, over 2472595.15 frames. utt_duration=594.5 frames, utt_pad_proportion=0.05116, over 16678.83 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3346, pruned_loss=0.09184, over 2464351.65 frames. utt_duration=1304 frames, utt_pad_proportion=0.04251, over 7570.28 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3157, pruned_loss=0.08328, over 2473230.41 frames. utt_duration=560 frames, utt_pad_proportion=0.05292, over 17712.96 utterances.], batch size: 42, lr: 8.17e-04
2022-08-21 15:56:22,041 INFO [train.py:927] (6/8) Epoch 3, batch 13250, libri_loss[loss=0.3039, simple_loss=0.3814, pruned_loss=0.1132, over 12379.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008659, over 38.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3172, pruned_loss=0.0852, over 2472939.84 frames. utt_duration=590.6 frames, utt_pad_proportion=0.04993, over 16791.41 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3351, pruned_loss=0.09237, over 2464437.04 frames. utt_duration=1305 frames, utt_pad_proportion=0.04178, over 7564.21 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3143, pruned_loss=0.08312, over 2473596.92 frames. utt_duration=554.8 frames, utt_pad_proportion=0.05178, over 17883.50 utterances.], batch size: 38, lr: 8.16e-04
2022-08-21 15:58:02,148 INFO [train.py:927] (6/8) Epoch 3, batch 13300, giga_loss[loss=0.1976, simple_loss=0.277, pruned_loss=0.05912, over 12428.00 frames. utt_duration=579.3 frames, utt_pad_proportion=0.03446, over 86.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3139, pruned_loss=0.08367, over 2473679.93 frames. utt_duration=578.4 frames, utt_pad_proportion=0.04882, over 17152.99 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3358, pruned_loss=0.09284, over 2464599.69 frames. utt_duration=1305 frames, utt_pad_proportion=0.04144, over 7560.58 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3109, pruned_loss=0.08152, over 2474119.04 frames. utt_duration=548.2 frames, utt_pad_proportion=0.05046, over 18103.74 utterances.], batch size: 86, lr: 8.16e-04
2022-08-21 15:59:43,674 INFO [train.py:927] (6/8) Epoch 3, batch 13350, giga_loss[loss=0.2495, simple_loss=0.3273, pruned_loss=0.08588, over 12433.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03744, over 133.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3117, pruned_loss=0.08273, over 2473114.19 frames. utt_duration=588.3 frames, utt_pad_proportion=0.04828, over 16859.36 utterances.], libri_tot_loss[loss=0.2602, simple_loss=0.3349, pruned_loss=0.0927, over 2464652.80 frames. utt_duration=1312 frames, utt_pad_proportion=0.04038, over 7520.87 utterances.], giga_tot_loss[loss=0.2354, simple_loss=0.3092, pruned_loss=0.08076, over 2473761.14 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05013, over 17992.38 utterances.], batch size: 133, lr: 8.16e-04
2022-08-21 16:01:24,877 INFO [train.py:927] (6/8) Epoch 3, batch 13400, giga_loss[loss=0.2922, simple_loss=0.3545, pruned_loss=0.1149, over 12393.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05872, over 182.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3148, pruned_loss=0.0845, over 2473056.02 frames. utt_duration=587.1 frames, utt_pad_proportion=0.04857, over 16893.22 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3346, pruned_loss=0.09301, over 2464954.24 frames. utt_duration=1312 frames, utt_pad_proportion=0.04007, over 7521.70 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3122, pruned_loss=0.08228, over 2473582.69 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05029, over 18155.01 utterances.], batch size: 182, lr: 8.15e-04
2022-08-21 16:03:08,293 INFO [train.py:927] (6/8) Epoch 3, batch 13450, giga_loss[loss=0.2487, simple_loss=0.3245, pruned_loss=0.08642, over 12370.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02789, over 91.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3171, pruned_loss=0.08559, over 2473510.44 frames. utt_duration=564.7 frames, utt_pad_proportion=0.05386, over 17568.02 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3345, pruned_loss=0.0932, over 2464818.85 frames. utt_duration=1315 frames, utt_pad_proportion=0.03963, over 7506.96 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.315, pruned_loss=0.08358, over 2474152.01 frames. utt_duration=530.7 frames, utt_pad_proportion=0.0551, over 18700.77 utterances.], batch size: 91, lr: 8.15e-04
2022-08-21 16:04:52,095 INFO [train.py:927] (6/8) Epoch 3, batch 13500, giga_loss[loss=0.3229, simple_loss=0.3955, pruned_loss=0.1251, over 12388.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03938, over 113.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3229, pruned_loss=0.08901, over 2473166.84 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05295, over 17403.76 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3354, pruned_loss=0.09342, over 2464625.24 frames. utt_duration=1318 frames, utt_pad_proportion=0.03922, over 7490.46 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3202, pruned_loss=0.08714, over 2473958.76 frames. utt_duration=538.1 frames, utt_pad_proportion=0.05419, over 18442.68 utterances.], batch size: 113, lr: 8.15e-04
2022-08-21 16:06:39,148 INFO [train.py:927] (6/8) Epoch 3, batch 13550, giga_loss[loss=0.3434, simple_loss=0.3775, pruned_loss=0.1547, over 12357.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2032, over 369.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3353, pruned_loss=0.09672, over 2473081.60 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05748, over 17792.46 utterances.], libri_tot_loss[loss=0.2664, simple_loss=0.3404, pruned_loss=0.09621, over 2464650.65 frames. utt_duration=1313 frames, utt_pad_proportion=0.03959, over 7517.50 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3286, pruned_loss=0.09276, over 2473833.32 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05817, over 18764.50 utterances.], batch size: 369, lr: 8.14e-04
2022-08-21 16:08:23,804 INFO [train.py:927] (6/8) Epoch 3, batch 13600, giga_loss[loss=0.3746, simple_loss=0.4091, pruned_loss=0.17, over 12378.00 frames. utt_duration=270.6 frames, utt_pad_proportion=0.0702, over 184.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3424, pruned_loss=0.1031, over 2473630.32 frames. utt_duration=549.1 frames, utt_pad_proportion=0.05711, over 18068.20 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3408, pruned_loss=0.09711, over 2464608.44 frames. utt_duration=1308 frames, utt_pad_proportion=0.03987, over 7546.38 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3367, pruned_loss=0.09925, over 2474431.75 frames. utt_duration=521.3 frames, utt_pad_proportion=0.05775, over 19039.87 utterances.], batch size: 184, lr: 8.14e-04
2022-08-21 16:10:10,261 INFO [train.py:927] (6/8) Epoch 3, batch 13650, giga_loss[loss=0.2679, simple_loss=0.3403, pruned_loss=0.09771, over 12230.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03119, over 42.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3495, pruned_loss=0.1098, over 2473651.12 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06293, over 19276.80 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3402, pruned_loss=0.09687, over 2464668.72 frames. utt_duration=1311 frames, utt_pad_proportion=0.0398, over 7529.94 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.3455, pruned_loss=0.107, over 2474308.67 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06322, over 20139.21 utterances.], batch size: 42, lr: 8.14e-04
2022-08-21 16:11:56,582 INFO [train.py:927] (6/8) Epoch 3, batch 13700, giga_loss[loss=0.2912, simple_loss=0.3504, pruned_loss=0.116, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02777, over 70.00 utterances.], tot_loss[loss=0.2889, simple_loss=0.3519, pruned_loss=0.1129, over 2473630.46 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06749, over 19687.26 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3406, pruned_loss=0.09765, over 2464651.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.03963, over 7552.88 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3486, pruned_loss=0.1104, over 2474454.05 frames. utt_duration=479 frames, utt_pad_proportion=0.06791, over 20729.04 utterances.], batch size: 70, lr: 8.14e-04
2022-08-21 16:13:47,526 INFO [train.py:927] (6/8) Epoch 3, batch 13750, giga_loss[loss=0.2852, simple_loss=0.3493, pruned_loss=0.1105, over 12423.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04646, over 161.00 utterances.], tot_loss[loss=0.2979, simple_loss=0.358, pruned_loss=0.1189, over 2474760.52 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07198, over 21412.99 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3407, pruned_loss=0.09776, over 2464786.74 frames. utt_duration=1307 frames, utt_pad_proportion=0.03947, over 7550.12 utterances.], giga_tot_loss[loss=0.2946, simple_loss=0.3555, pruned_loss=0.1169, over 2475329.24 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07221, over 22286.62 utterances.], batch size: 161, lr: 8.13e-04
2022-08-21 16:15:38,063 INFO [train.py:927] (6/8) Epoch 3, batch 13800, giga_loss[loss=0.3135, simple_loss=0.3611, pruned_loss=0.1329, over 12350.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03331, over 97.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3608, pruned_loss=0.1223, over 2475035.68 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07315, over 22061.74 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3415, pruned_loss=0.09828, over 2465030.89 frames. utt_duration=1308 frames, utt_pad_proportion=0.03884, over 7548.97 utterances.], giga_tot_loss[loss=0.3003, simple_loss=0.3587, pruned_loss=0.1209, over 2475565.82 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07376, over 23181.81 utterances.], batch size: 97, lr: 8.13e-04
2022-08-21 16:17:22,251 INFO [train.py:927] (6/8) Epoch 3, batch 13850, giga_loss[loss=0.2487, simple_loss=0.3245, pruned_loss=0.0864, over 12310.00 frames. utt_duration=795.7 frames, utt_pad_proportion=0.03671, over 62.00 utterances.], tot_loss[loss=0.3027, simple_loss=0.3606, pruned_loss=0.1224, over 2475002.50 frames. utt_duration=456.1 frames, utt_pad_proportion=0.06995, over 21777.57 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3412, pruned_loss=0.09831, over 2464934.02 frames. utt_duration=1308 frames, utt_pad_proportion=0.03867, over 7547.13 utterances.], giga_tot_loss[loss=0.3015, simple_loss=0.3595, pruned_loss=0.1218, over 2475688.22 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07082, over 22924.27 utterances.], batch size: 62, lr: 8.13e-04
2022-08-21 16:19:05,636 INFO [train.py:927] (6/8) Epoch 3, batch 13900, libri_loss[loss=0.2878, simple_loss=0.3535, pruned_loss=0.111, over 12480.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006184, over 36.00 utterances.], tot_loss[loss=0.3043, simple_loss=0.362, pruned_loss=0.1233, over 2474505.42 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07494, over 22325.03 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3417, pruned_loss=0.0989, over 2465138.41 frames. utt_duration=1300 frames, utt_pad_proportion=0.03974, over 7591.20 utterances.], giga_tot_loss[loss=0.3035, simple_loss=0.3612, pruned_loss=0.1229, over 2475129.52 frames. utt_duration=421 frames, utt_pad_proportion=0.07541, over 23600.58 utterances.], batch size: 36, lr: 8.12e-04
2022-08-21 16:20:55,767 INFO [train.py:927] (6/8) Epoch 3, batch 13950, giga_loss[loss=0.3736, simple_loss=0.4036, pruned_loss=0.1718, over 12408.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09594, over 256.00 utterances.], tot_loss[loss=0.3011, simple_loss=0.3602, pruned_loss=0.121, over 2474602.68 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07793, over 22351.67 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3417, pruned_loss=0.09895, over 2465167.03 frames. utt_duration=1302 frames, utt_pad_proportion=0.03921, over 7582.53 utterances.], giga_tot_loss[loss=0.301, simple_loss=0.3599, pruned_loss=0.121, over 2475232.08 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07848, over 23626.82 utterances.], batch size: 256, lr: 8.12e-04
2022-08-21 16:22:42,464 INFO [train.py:927] (6/8) Epoch 3, batch 14000, giga_loss[loss=0.2643, simple_loss=0.335, pruned_loss=0.09679, over 12447.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03455, over 86.00 utterances.], tot_loss[loss=0.2972, simple_loss=0.3582, pruned_loss=0.1181, over 2474419.83 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07968, over 22585.72 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3419, pruned_loss=0.09905, over 2465199.99 frames. utt_duration=1303 frames, utt_pad_proportion=0.03875, over 7577.80 utterances.], giga_tot_loss[loss=0.2973, simple_loss=0.358, pruned_loss=0.1183, over 2475019.79 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08037, over 23813.14 utterances.], batch size: 86, lr: 8.12e-04
2022-08-21 16:24:28,320 INFO [train.py:927] (6/8) Epoch 3, batch 14050, giga_loss[loss=0.3295, simple_loss=0.3729, pruned_loss=0.143, over 12384.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.0643, over 183.00 utterances.], tot_loss[loss=0.2927, simple_loss=0.3546, pruned_loss=0.1154, over 2475036.27 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0803, over 22685.18 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3411, pruned_loss=0.09887, over 2465825.28 frames. utt_duration=1303 frames, utt_pad_proportion=0.03849, over 7578.42 utterances.], giga_tot_loss[loss=0.2943, simple_loss=0.3557, pruned_loss=0.1165, over 2475339.38 frames. utt_duration=409.3 frames, utt_pad_proportion=0.08133, over 24276.85 utterances.], batch size: 183, lr: 8.11e-04
2022-08-21 16:26:15,999 INFO [train.py:927] (6/8) Epoch 3, batch 14100, giga_loss[loss=0.2913, simple_loss=0.3613, pruned_loss=0.1106, over 12435.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03241, over 80.00 utterances.], tot_loss[loss=0.2919, simple_loss=0.3539, pruned_loss=0.1149, over 2475161.90 frames. utt_duration=436.5 frames, utt_pad_proportion=0.08205, over 22759.00 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3413, pruned_loss=0.09923, over 2465858.47 frames. utt_duration=1290 frames, utt_pad_proportion=0.04261, over 7652.75 utterances.], giga_tot_loss[loss=0.293, simple_loss=0.3548, pruned_loss=0.1157, over 2475486.69 frames. utt_duration=411.7 frames, utt_pad_proportion=0.08182, over 24137.64 utterances.], batch size: 80, lr: 8.11e-04
2022-08-21 16:28:08,975 INFO [train.py:927] (6/8) Epoch 3, batch 14150, giga_loss[loss=0.2804, simple_loss=0.3579, pruned_loss=0.1015, over 12333.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03381, over 85.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3515, pruned_loss=0.1118, over 2475078.36 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08145, over 22511.74 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3409, pruned_loss=0.09929, over 2465784.87 frames. utt_duration=1295 frames, utt_pad_proportion=0.04216, over 7622.94 utterances.], giga_tot_loss[loss=0.2889, simple_loss=0.3527, pruned_loss=0.1126, over 2475565.56 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08156, over 23880.87 utterances.], batch size: 85, lr: 8.11e-04
2022-08-21 16:29:53,995 INFO [train.py:927] (6/8) Epoch 3, batch 14200, giga_loss[loss=0.3032, simple_loss=0.3552, pruned_loss=0.1256, over 12357.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1994, over 367.00 utterances.], tot_loss[loss=0.2872, simple_loss=0.3523, pruned_loss=0.111, over 2474539.01 frames. utt_duration=456 frames, utt_pad_proportion=0.07898, over 21775.94 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3409, pruned_loss=0.09944, over 2465493.36 frames. utt_duration=1296 frames, utt_pad_proportion=0.04149, over 7617.27 utterances.], giga_tot_loss[loss=0.2886, simple_loss=0.3536, pruned_loss=0.1118, over 2475441.77 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07974, over 23263.53 utterances.], batch size: 367, lr: 8.10e-04
2022-08-21 16:31:42,788 INFO [train.py:927] (6/8) Epoch 3, batch 14250, giga_loss[loss=0.3165, simple_loss=0.3682, pruned_loss=0.1324, over 12378.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05985, over 182.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3504, pruned_loss=0.1103, over 2474412.88 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07812, over 21484.92 utterances.], libri_tot_loss[loss=0.2698, simple_loss=0.3405, pruned_loss=0.09953, over 2465435.10 frames. utt_duration=1298 frames, utt_pad_proportion=0.04079, over 7604.78 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3521, pruned_loss=0.1112, over 2475460.66 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07936, over 23131.02 utterances.], batch size: 182, lr: 8.10e-04
2022-08-21 16:33:28,516 INFO [train.py:927] (6/8) Epoch 3, batch 14300, giga_loss[loss=0.2796, simple_loss=0.3417, pruned_loss=0.1087, over 12415.00 frames. utt_duration=802.6 frames, utt_pad_proportion=0.02835, over 62.00 utterances.], tot_loss[loss=0.2831, simple_loss=0.3474, pruned_loss=0.1094, over 2474731.75 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07456, over 21092.96 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.34, pruned_loss=0.09962, over 2465477.43 frames. utt_duration=1302 frames, utt_pad_proportion=0.04026, over 7584.91 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3494, pruned_loss=0.1102, over 2475670.33 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07614, over 22662.57 utterances.], batch size: 62, lr: 8.10e-04
2022-08-21 16:35:16,901 INFO [train.py:927] (6/8) Epoch 3, batch 14350, giga_loss[loss=0.2771, simple_loss=0.3491, pruned_loss=0.1026, over 12426.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.03154, over 122.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3471, pruned_loss=0.1083, over 2475424.34 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07064, over 20857.20 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3404, pruned_loss=0.09987, over 2465881.31 frames. utt_duration=1305 frames, utt_pad_proportion=0.03966, over 7569.37 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3483, pruned_loss=0.1089, over 2475966.22 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07253, over 22365.43 utterances.], batch size: 122, lr: 8.10e-04
2022-08-21 16:37:03,056 INFO [train.py:927] (6/8) Epoch 3, batch 14400, giga_loss[loss=0.2548, simple_loss=0.3276, pruned_loss=0.091, over 12108.00 frames. utt_duration=1469 frames, utt_pad_proportion=0.04397, over 33.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.3462, pruned_loss=0.1064, over 2474376.41 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06551, over 19623.03 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3405, pruned_loss=0.1, over 2465608.75 frames. utt_duration=1310 frames, utt_pad_proportion=0.03875, over 7538.10 utterances.], giga_tot_loss[loss=0.2806, simple_loss=0.3474, pruned_loss=0.1069, over 2475311.20 frames. utt_duration=467.2 frames, utt_pad_proportion=0.06802, over 21256.35 utterances.], batch size: 33, lr: 8.09e-04
2022-08-21 16:38:48,990 INFO [train.py:927] (6/8) Epoch 3, batch 14450, giga_loss[loss=0.3216, simple_loss=0.3695, pruned_loss=0.1369, over 12388.00 frames. utt_duration=192.8 frames, utt_pad_proportion=0.1073, over 259.00 utterances.], tot_loss[loss=0.2783, simple_loss=0.3446, pruned_loss=0.106, over 2473403.61 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06705, over 19357.60 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3405, pruned_loss=0.1003, over 2465375.15 frames. utt_duration=1313 frames, utt_pad_proportion=0.03765, over 7522.19 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3459, pruned_loss=0.1065, over 2474773.71 frames. utt_duration=466.8 frames, utt_pad_proportion=0.06974, over 21270.38 utterances.], batch size: 259, lr: 8.09e-04
2022-08-21 16:40:33,485 INFO [train.py:927] (6/8) Epoch 3, batch 14500, libri_loss[loss=0.2656, simple_loss=0.3354, pruned_loss=0.09784, over 12464.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008679, over 39.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3439, pruned_loss=0.1066, over 2473609.31 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06532, over 19536.03 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3402, pruned_loss=0.1001, over 2465466.24 frames. utt_duration=1315 frames, utt_pad_proportion=0.03707, over 7510.86 utterances.], giga_tot_loss[loss=0.28, simple_loss=0.3453, pruned_loss=0.1073, over 2474772.14 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06795, over 21296.10 utterances.], batch size: 39, lr: 8.09e-04
2022-08-21 16:42:18,059 INFO [train.py:927] (6/8) Epoch 3, batch 14550, giga_loss[loss=0.287, simple_loss=0.3512, pruned_loss=0.1114, over 12355.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.0327, over 97.00 utterances.], tot_loss[loss=0.2796, simple_loss=0.344, pruned_loss=0.1076, over 2474271.83 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06667, over 20559.53 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3406, pruned_loss=0.1006, over 2465631.32 frames. utt_duration=1298 frames, utt_pad_proportion=0.04178, over 7607.45 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3448, pruned_loss=0.1079, over 2475193.39 frames. utt_duration=449.6 frames, utt_pad_proportion=0.06754, over 22091.45 utterances.], batch size: 97, lr: 8.08e-04
2022-08-21 16:44:03,516 INFO [train.py:927] (6/8) Epoch 3, batch 14600, giga_loss[loss=0.2818, simple_loss=0.3502, pruned_loss=0.1068, over 12377.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0399, over 113.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3442, pruned_loss=0.1083, over 2474032.03 frames. utt_duration=475.2 frames, utt_pad_proportion=0.06942, over 20887.95 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3402, pruned_loss=0.1009, over 2465598.33 frames. utt_duration=1304 frames, utt_pad_proportion=0.04093, over 7572.69 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3453, pruned_loss=0.1085, over 2475035.86 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07044, over 22509.03 utterances.], batch size: 113, lr: 8.08e-04
2022-08-21 16:45:47,088 INFO [train.py:927] (6/8) Epoch 3, batch 14650, giga_loss[loss=0.2675, simple_loss=0.3362, pruned_loss=0.09937, over 12443.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03191, over 80.00 utterances.], tot_loss[loss=0.2794, simple_loss=0.3436, pruned_loss=0.1076, over 2474123.22 frames. utt_duration=477 frames, utt_pad_proportion=0.07194, over 20812.29 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3395, pruned_loss=0.1006, over 2465715.55 frames. utt_duration=1305 frames, utt_pad_proportion=0.04035, over 7566.88 utterances.], giga_tot_loss[loss=0.2808, simple_loss=0.3453, pruned_loss=0.1082, over 2475069.05 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07304, over 22518.53 utterances.], batch size: 80, lr: 8.08e-04
2022-08-21 16:47:34,288 INFO [train.py:927] (6/8) Epoch 3, batch 14700, giga_loss[loss=0.3472, simple_loss=0.3717, pruned_loss=0.1614, over 12388.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3438, pruned_loss=0.107, over 2474216.85 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07396, over 20247.82 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3403, pruned_loss=0.1009, over 2465988.34 frames. utt_duration=1286 frames, utt_pad_proportion=0.04512, over 7678.25 utterances.], giga_tot_loss[loss=0.2795, simple_loss=0.3445, pruned_loss=0.1073, over 2474914.10 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07351, over 21789.31 utterances.], batch size: 258, lr: 8.08e-04
2022-08-21 16:49:19,373 INFO [train.py:927] (6/8) Epoch 3, batch 14750, giga_loss[loss=0.2531, simple_loss=0.3294, pruned_loss=0.0884, over 12366.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03123, over 85.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3451, pruned_loss=0.109, over 2474215.05 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07607, over 20934.66 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3401, pruned_loss=0.1008, over 2466353.60 frames. utt_duration=1285 frames, utt_pad_proportion=0.04497, over 7686.97 utterances.], giga_tot_loss[loss=0.2824, simple_loss=0.3459, pruned_loss=0.1094, over 2474552.57 frames. utt_duration=445.1 frames, utt_pad_proportion=0.0758, over 22311.00 utterances.], batch size: 85, lr: 8.07e-04
2022-08-21 16:51:03,494 INFO [train.py:927] (6/8) Epoch 3, batch 14800, giga_loss[loss=0.2319, simple_loss=0.3091, pruned_loss=0.07734, over 12253.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02789, over 54.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3452, pruned_loss=0.1095, over 2473990.47 frames. utt_duration=490.2 frames, utt_pad_proportion=0.07186, over 20246.25 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3403, pruned_loss=0.1013, over 2466231.52 frames. utt_duration=1284 frames, utt_pad_proportion=0.04428, over 7692.48 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3456, pruned_loss=0.1096, over 2474579.07 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07237, over 21700.46 utterances.], batch size: 54, lr: 8.07e-04
2022-08-21 16:52:49,956 INFO [train.py:927] (6/8) Epoch 3, batch 14850, giga_loss[loss=0.2556, simple_loss=0.3233, pruned_loss=0.09398, over 12328.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3428, pruned_loss=0.1077, over 2473301.92 frames. utt_duration=495.9 frames, utt_pad_proportion=0.07089, over 20009.39 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3402, pruned_loss=0.101, over 2465914.23 frames. utt_duration=1287 frames, utt_pad_proportion=0.04383, over 7671.21 utterances.], giga_tot_loss[loss=0.2798, simple_loss=0.3434, pruned_loss=0.1081, over 2474145.60 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07161, over 21339.57 utterances.], batch size: 51, lr: 8.07e-04
2022-08-21 16:54:32,605 INFO [train.py:927] (6/8) Epoch 3, batch 14900, giga_loss[loss=0.2694, simple_loss=0.3554, pruned_loss=0.09173, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04495, over 28.00 utterances.], tot_loss[loss=0.2782, simple_loss=0.3428, pruned_loss=0.1068, over 2473955.26 frames. utt_duration=486 frames, utt_pad_proportion=0.0748, over 20423.79 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3403, pruned_loss=0.1014, over 2466300.26 frames. utt_duration=1274 frames, utt_pad_proportion=0.04821, over 7755.29 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3432, pruned_loss=0.1071, over 2474564.32 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07427, over 21888.12 utterances.], batch size: 28, lr: 8.06e-04
2022-08-21 16:56:19,201 INFO [train.py:927] (6/8) Epoch 3, batch 14950, giga_loss[loss=0.2367, simple_loss=0.3208, pruned_loss=0.07634, over 12456.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03117, over 75.00 utterances.], tot_loss[loss=0.2767, simple_loss=0.3414, pruned_loss=0.106, over 2474044.79 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07212, over 20664.97 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3402, pruned_loss=0.1014, over 2466487.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.04841, over 7761.23 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3419, pruned_loss=0.1063, over 2474496.32 frames. utt_duration=450.4 frames, utt_pad_proportion=0.07194, over 22049.95 utterances.], batch size: 75, lr: 8.06e-04
2022-08-21 16:58:00,772 INFO [train.py:927] (6/8) Epoch 3, batch 15000, giga_loss[loss=0.2992, simple_loss=0.3676, pruned_loss=0.1154, over 12364.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.03131, over 85.00 utterances.], tot_loss[loss=0.2804, simple_loss=0.3446, pruned_loss=0.1081, over 2474332.77 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07162, over 20666.08 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3412, pruned_loss=0.1016, over 2466519.49 frames. utt_duration=1277 frames, utt_pad_proportion=0.04788, over 7738.09 utterances.], giga_tot_loss[loss=0.2803, simple_loss=0.3441, pruned_loss=0.1083, over 2474839.43 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07181, over 22028.28 utterances.], batch size: 85, lr: 8.06e-04
2022-08-21 16:58:00,773 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 16:58:14,909 INFO [train.py:967] (6/8) Epoch 3, validation: loss=0.2021, simple_loss=0.3094, pruned_loss=0.04745, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 17:00:03,143 INFO [train.py:927] (6/8) Epoch 3, batch 15050, giga_loss[loss=0.2676, simple_loss=0.3391, pruned_loss=0.09807, over 12392.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06403, over 183.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3477, pruned_loss=0.1077, over 2473834.05 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06657, over 19733.66 utterances.], libri_tot_loss[loss=0.2726, simple_loss=0.3414, pruned_loss=0.1019, over 2466237.77 frames. utt_duration=1280 frames, utt_pad_proportion=0.04694, over 7717.01 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3474, pruned_loss=0.1078, over 2474746.20 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06752, over 21194.15 utterances.], batch size: 183, lr: 8.05e-04
2022-08-21 17:01:48,376 INFO [train.py:927] (6/8) Epoch 3, batch 15100, giga_loss[loss=0.2573, simple_loss=0.3385, pruned_loss=0.0881, over 12415.00 frames. utt_duration=802.5 frames, utt_pad_proportion=0.02849, over 62.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3499, pruned_loss=0.1096, over 2474591.70 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06591, over 20050.39 utterances.], libri_tot_loss[loss=0.2722, simple_loss=0.3409, pruned_loss=0.1017, over 2466291.74 frames. utt_duration=1284 frames, utt_pad_proportion=0.04627, over 7691.87 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3502, pruned_loss=0.1099, over 2475397.46 frames. utt_duration=463.4 frames, utt_pad_proportion=0.067, over 21434.05 utterances.], batch size: 62, lr: 8.05e-04
2022-08-21 17:03:33,033 INFO [train.py:927] (6/8) Epoch 3, batch 15150, giga_loss[loss=0.2422, simple_loss=0.3101, pruned_loss=0.08718, over 12160.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.03397, over 30.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.35, pruned_loss=0.1115, over 2474237.58 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07832, over 21729.09 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3404, pruned_loss=0.1016, over 2466351.38 frames. utt_duration=1288 frames, utt_pad_proportion=0.0454, over 7669.75 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.351, pruned_loss=0.112, over 2475058.52 frames. utt_duration=428.9 frames, utt_pad_proportion=0.0789, over 23159.53 utterances.], batch size: 30, lr: 8.05e-04
2022-08-21 17:05:18,829 INFO [train.py:927] (6/8) Epoch 3, batch 15200, giga_loss[loss=0.2447, simple_loss=0.3177, pruned_loss=0.08588, over 12418.00 frames. utt_duration=802.7 frames, utt_pad_proportion=0.02816, over 62.00 utterances.], tot_loss[loss=0.286, simple_loss=0.3489, pruned_loss=0.1115, over 2474537.87 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07387, over 21725.47 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3399, pruned_loss=0.1015, over 2466224.88 frames. utt_duration=1290 frames, utt_pad_proportion=0.04518, over 7657.62 utterances.], giga_tot_loss[loss=0.2873, simple_loss=0.3502, pruned_loss=0.1122, over 2475421.15 frames. utt_duration=429.6 frames, utt_pad_proportion=0.0748, over 23124.52 utterances.], batch size: 62, lr: 8.05e-04
2022-08-21 17:07:11,575 INFO [train.py:927] (6/8) Epoch 3, batch 15250, giga_loss[loss=0.2772, simple_loss=0.3432, pruned_loss=0.1056, over 12131.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.0357, over 30.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.3477, pruned_loss=0.1107, over 2473955.70 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07384, over 20975.03 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.3403, pruned_loss=0.1018, over 2466171.06 frames. utt_duration=1280 frames, utt_pad_proportion=0.04895, over 7713.15 utterances.], giga_tot_loss[loss=0.2855, simple_loss=0.3486, pruned_loss=0.1112, over 2474951.37 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07387, over 22424.02 utterances.], batch size: 30, lr: 8.04e-04
2022-08-21 17:08:55,441 INFO [train.py:927] (6/8) Epoch 3, batch 15300, giga_loss[loss=0.3082, simple_loss=0.3636, pruned_loss=0.1264, over 12449.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03482, over 123.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3462, pruned_loss=0.1099, over 2473506.25 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07734, over 20790.48 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.3401, pruned_loss=0.1018, over 2465886.73 frames. utt_duration=1275 frames, utt_pad_proportion=0.04933, over 7744.23 utterances.], giga_tot_loss[loss=0.2845, simple_loss=0.3474, pruned_loss=0.1108, over 2474878.13 frames. utt_duration=442 frames, utt_pad_proportion=0.07739, over 22473.61 utterances.], batch size: 123, lr: 8.04e-04
2022-08-21 17:10:41,938 INFO [train.py:927] (6/8) Epoch 3, batch 15350, giga_loss[loss=0.2997, simple_loss=0.3614, pruned_loss=0.119, over 12444.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03515, over 123.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3437, pruned_loss=0.1088, over 2473730.76 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07763, over 20298.29 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3395, pruned_loss=0.1017, over 2466213.91 frames. utt_duration=1277 frames, utt_pad_proportion=0.04875, over 7732.35 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3454, pruned_loss=0.1098, over 2474823.98 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07823, over 22139.59 utterances.], batch size: 123, lr: 8.04e-04
2022-08-21 17:12:25,445 INFO [train.py:927] (6/8) Epoch 3, batch 15400, libri_loss[loss=0.2217, simple_loss=0.2861, pruned_loss=0.07866, over 12182.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009303, over 30.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3452, pruned_loss=0.1093, over 2472870.24 frames. utt_duration=496.5 frames, utt_pad_proportion=0.07718, over 19982.71 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3393, pruned_loss=0.1017, over 2466150.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.0475, over 7708.97 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.347, pruned_loss=0.1104, over 2474051.32 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07838, over 21880.47 utterances.], batch size: 30, lr: 8.03e-04
2022-08-21 17:14:12,156 INFO [train.py:927] (6/8) Epoch 3, batch 15450, libri_loss[loss=0.284, simple_loss=0.3447, pruned_loss=0.1116, over 12272.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00707, over 37.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3457, pruned_loss=0.11, over 2472803.63 frames. utt_duration=496.5 frames, utt_pad_proportion=0.0758, over 19983.32 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3387, pruned_loss=0.1017, over 2465922.27 frames. utt_duration=1285 frames, utt_pad_proportion=0.04617, over 7683.32 utterances.], giga_tot_loss[loss=0.2852, simple_loss=0.3479, pruned_loss=0.1112, over 2474182.66 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07766, over 22001.00 utterances.], batch size: 37, lr: 8.03e-04
2022-08-21 17:15:55,255 INFO [train.py:927] (6/8) Epoch 3, batch 15500, giga_loss[loss=0.2682, simple_loss=0.3523, pruned_loss=0.09201, over 12330.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02506, over 45.00 utterances.], tot_loss[loss=0.2806, simple_loss=0.3465, pruned_loss=0.1074, over 2472803.10 frames. utt_duration=504.7 frames, utt_pad_proportion=0.07344, over 19656.04 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3388, pruned_loss=0.1017, over 2465677.57 frames. utt_duration=1287 frames, utt_pad_proportion=0.04564, over 7671.11 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3482, pruned_loss=0.1084, over 2474228.43 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07544, over 21436.70 utterances.], batch size: 45, lr: 8.03e-04
2022-08-21 17:17:39,221 INFO [train.py:927] (6/8) Epoch 3, batch 15550, giga_loss[loss=0.2693, simple_loss=0.3382, pruned_loss=0.1002, over 12265.00 frames. utt_duration=910 frames, utt_pad_proportion=0.02465, over 54.00 utterances.], tot_loss[loss=0.2835, simple_loss=0.3495, pruned_loss=0.1087, over 2473713.24 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07298, over 19950.52 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.339, pruned_loss=0.1018, over 2465694.06 frames. utt_duration=1290 frames, utt_pad_proportion=0.04532, over 7652.20 utterances.], giga_tot_loss[loss=0.2849, simple_loss=0.3509, pruned_loss=0.1094, over 2474919.67 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07481, over 21534.39 utterances.], batch size: 54, lr: 8.02e-04
2022-08-21 17:19:21,895 INFO [train.py:927] (6/8) Epoch 3, batch 15600, giga_loss[loss=0.2441, simple_loss=0.3249, pruned_loss=0.08162, over 12468.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.03008, over 75.00 utterances.], tot_loss[loss=0.2845, simple_loss=0.35, pruned_loss=0.1095, over 2474710.29 frames. utt_duration=503.9 frames, utt_pad_proportion=0.07239, over 19700.62 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3388, pruned_loss=0.1017, over 2465776.09 frames. utt_duration=1287 frames, utt_pad_proportion=0.0453, over 7671.28 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3519, pruned_loss=0.1106, over 2476051.07 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07448, over 21610.35 utterances.], batch size: 75, lr: 8.02e-04
2022-08-21 17:21:05,152 INFO [train.py:927] (6/8) Epoch 3, batch 15650, giga_loss[loss=0.295, simple_loss=0.356, pruned_loss=0.117, over 12458.00 frames. utt_duration=907.5 frames, utt_pad_proportion=0.03042, over 55.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3502, pruned_loss=0.11, over 2474888.03 frames. utt_duration=494.7 frames, utt_pad_proportion=0.07498, over 20070.26 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3388, pruned_loss=0.1019, over 2465833.95 frames. utt_duration=1283 frames, utt_pad_proportion=0.04551, over 7697.43 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3521, pruned_loss=0.111, over 2476184.39 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07674, over 21980.84 utterances.], batch size: 55, lr: 8.02e-04
2022-08-21 17:22:50,259 INFO [train.py:927] (6/8) Epoch 3, batch 15700, giga_loss[loss=0.2942, simple_loss=0.3616, pruned_loss=0.1134, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03766, over 113.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3483, pruned_loss=0.1068, over 2474959.56 frames. utt_duration=509.5 frames, utt_pad_proportion=0.07442, over 19488.55 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3385, pruned_loss=0.102, over 2465833.75 frames. utt_duration=1277 frames, utt_pad_proportion=0.04648, over 7731.06 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3503, pruned_loss=0.1077, over 2476260.71 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07595, over 21325.54 utterances.], batch size: 113, lr: 8.02e-04
2022-08-21 17:24:36,914 INFO [train.py:927] (6/8) Epoch 3, batch 15750, giga_loss[loss=0.2951, simple_loss=0.358, pruned_loss=0.1161, over 12430.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05465, over 162.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3486, pruned_loss=0.1074, over 2474569.24 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07863, over 20265.32 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3381, pruned_loss=0.1018, over 2465491.94 frames. utt_duration=1278 frames, utt_pad_proportion=0.04634, over 7727.59 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3509, pruned_loss=0.1084, over 2476161.34 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07986, over 22078.85 utterances.], batch size: 162, lr: 8.01e-04
2022-08-21 17:26:24,037 INFO [train.py:927] (6/8) Epoch 3, batch 15800, giga_loss[loss=0.2545, simple_loss=0.3311, pruned_loss=0.08893, over 12167.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04012, over 33.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3472, pruned_loss=0.1078, over 2474600.87 frames. utt_duration=480.5 frames, utt_pad_proportion=0.0844, over 20665.00 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3377, pruned_loss=0.1018, over 2465635.39 frames. utt_duration=1282 frames, utt_pad_proportion=0.04588, over 7703.79 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3496, pruned_loss=0.1087, over 2475837.03 frames. utt_duration=445.7 frames, utt_pad_proportion=0.08525, over 22294.18 utterances.], batch size: 33, lr: 8.01e-04
2022-08-21 17:28:09,328 INFO [train.py:927] (6/8) Epoch 3, batch 15850, giga_loss[loss=0.3071, simple_loss=0.3603, pruned_loss=0.1269, over 12435.00 frames. utt_duration=310.3 frames, utt_pad_proportion=0.04518, over 161.00 utterances.], tot_loss[loss=0.2803, simple_loss=0.3455, pruned_loss=0.1076, over 2474154.67 frames. utt_duration=463.4 frames, utt_pad_proportion=0.08513, over 21423.29 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3373, pruned_loss=0.1017, over 2465512.72 frames. utt_duration=1287 frames, utt_pad_proportion=0.04505, over 7674.52 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3479, pruned_loss=0.1086, over 2475414.83 frames. utt_duration=431.2 frames, utt_pad_proportion=0.08626, over 23041.79 utterances.], batch size: 161, lr: 8.01e-04
2022-08-21 17:29:52,125 INFO [train.py:927] (6/8) Epoch 3, batch 15900, giga_loss[loss=0.3009, simple_loss=0.3621, pruned_loss=0.1198, over 12368.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03869, over 113.00 utterances.], tot_loss[loss=0.2816, simple_loss=0.3454, pruned_loss=0.1089, over 2474241.71 frames. utt_duration=459.6 frames, utt_pad_proportion=0.08577, over 21601.90 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3377, pruned_loss=0.1025, over 2465646.70 frames. utt_duration=1274 frames, utt_pad_proportion=0.04896, over 7748.45 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3469, pruned_loss=0.109, over 2475224.90 frames. utt_duration=432 frames, utt_pad_proportion=0.08568, over 22998.48 utterances.], batch size: 113, lr: 8.00e-04
2022-08-21 17:31:32,731 INFO [train.py:927] (6/8) Epoch 3, batch 15950, giga_loss[loss=0.2349, simple_loss=0.3194, pruned_loss=0.07517, over 12370.00 frames. utt_duration=854.6 frames, utt_pad_proportion=0.03102, over 58.00 utterances.], tot_loss[loss=0.2775, simple_loss=0.3444, pruned_loss=0.1053, over 2473456.31 frames. utt_duration=473.7 frames, utt_pad_proportion=0.0783, over 20953.86 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3396, pruned_loss=0.1023, over 2465916.37 frames. utt_duration=1282 frames, utt_pad_proportion=0.04792, over 7705.96 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3443, pruned_loss=0.1056, over 2474266.28 frames. utt_duration=440.7 frames, utt_pad_proportion=0.07932, over 22535.01 utterances.], batch size: 58, lr: 8.00e-04
2022-08-21 17:33:20,700 INFO [train.py:927] (6/8) Epoch 3, batch 16000, giga_loss[loss=0.2658, simple_loss=0.3266, pruned_loss=0.1025, over 12470.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03527, over 43.00 utterances.], tot_loss[loss=0.2735, simple_loss=0.3416, pruned_loss=0.1027, over 2473841.81 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07442, over 20825.45 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3397, pruned_loss=0.1023, over 2465949.12 frames. utt_duration=1281 frames, utt_pad_proportion=0.04758, over 7710.89 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3413, pruned_loss=0.1031, over 2474520.76 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07566, over 22186.03 utterances.], batch size: 43, lr: 8.00e-04
2022-08-21 17:35:08,871 INFO [train.py:927] (6/8) Epoch 3, batch 16050, giga_loss[loss=0.2542, simple_loss=0.3325, pruned_loss=0.08789, over 12191.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03385, over 33.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3391, pruned_loss=0.1025, over 2474055.31 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07853, over 21728.88 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3395, pruned_loss=0.1022, over 2465912.53 frames. utt_duration=1283 frames, utt_pad_proportion=0.04708, over 7699.25 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3391, pruned_loss=0.1029, over 2474729.27 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07951, over 22985.63 utterances.], batch size: 33, lr: 8.00e-04
2022-08-21 17:36:53,637 INFO [train.py:927] (6/8) Epoch 3, batch 16100, giga_loss[loss=0.2222, simple_loss=0.2996, pruned_loss=0.07234, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03949, over 40.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3397, pruned_loss=0.1028, over 2474585.26 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07487, over 21417.42 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3394, pruned_loss=0.1022, over 2466017.88 frames. utt_duration=1284 frames, utt_pad_proportion=0.04699, over 7689.25 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3399, pruned_loss=0.1031, over 2475100.94 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07593, over 22547.93 utterances.], batch size: 40, lr: 7.99e-04
2022-08-21 17:38:38,434 INFO [train.py:927] (6/8) Epoch 3, batch 16150, giga_loss[loss=0.2236, simple_loss=0.304, pruned_loss=0.07156, over 12150.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.04057, over 33.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3392, pruned_loss=0.1029, over 2474132.89 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07515, over 21087.90 utterances.], libri_tot_loss[loss=0.2724, simple_loss=0.3397, pruned_loss=0.1025, over 2465785.82 frames. utt_duration=1283 frames, utt_pad_proportion=0.04631, over 7696.53 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.339, pruned_loss=0.1029, over 2474982.03 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07648, over 22348.13 utterances.], batch size: 33, lr: 7.99e-04
2022-08-21 17:40:26,861 INFO [train.py:927] (6/8) Epoch 3, batch 16200, giga_loss[loss=0.322, simple_loss=0.3673, pruned_loss=0.1384, over 12362.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2748, simple_loss=0.3421, pruned_loss=0.1037, over 2473682.20 frames. utt_duration=480.4 frames, utt_pad_proportion=0.0701, over 20659.30 utterances.], libri_tot_loss[loss=0.2734, simple_loss=0.3411, pruned_loss=0.1029, over 2465734.39 frames. utt_duration=1282 frames, utt_pad_proportion=0.0461, over 7699.58 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3407, pruned_loss=0.1034, over 2474468.42 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07155, over 21768.32 utterances.], batch size: 260, lr: 7.99e-04
2022-08-21 17:42:13,803 INFO [train.py:927] (6/8) Epoch 3, batch 16250, giga_loss[loss=0.2824, simple_loss=0.3547, pruned_loss=0.1051, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02622, over 45.00 utterances.], tot_loss[loss=0.2802, simple_loss=0.346, pruned_loss=0.1072, over 2473939.50 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07163, over 21520.87 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.3413, pruned_loss=0.1029, over 2466045.42 frames. utt_duration=1287 frames, utt_pad_proportion=0.04493, over 7671.46 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3447, pruned_loss=0.107, over 2474557.74 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07328, over 22877.82 utterances.], batch size: 45, lr: 7.98e-04
2022-08-21 17:44:04,299 INFO [train.py:927] (6/8) Epoch 3, batch 16300, libri_loss[loss=0.2582, simple_loss=0.3296, pruned_loss=0.09343, over 12371.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01456, over 41.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3474, pruned_loss=0.1083, over 2474109.41 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07265, over 21313.02 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.3412, pruned_loss=0.103, over 2466189.11 frames. utt_duration=1278 frames, utt_pad_proportion=0.04859, over 7727.34 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3467, pruned_loss=0.1082, over 2474661.21 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0732, over 22661.77 utterances.], batch size: 41, lr: 7.98e-04
2022-08-21 17:45:49,552 INFO [train.py:927] (6/8) Epoch 3, batch 16350, giga_loss[loss=0.2417, simple_loss=0.3094, pruned_loss=0.08699, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0278, over 48.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.3479, pruned_loss=0.1083, over 2474428.75 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07186, over 21860.44 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3413, pruned_loss=0.1032, over 2466242.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.0479, over 7716.92 utterances.], giga_tot_loss[loss=0.2818, simple_loss=0.3474, pruned_loss=0.1082, over 2474976.27 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07265, over 23178.20 utterances.], batch size: 48, lr: 7.98e-04
2022-08-21 17:47:37,610 INFO [train.py:927] (6/8) Epoch 3, batch 16400, giga_loss[loss=0.2698, simple_loss=0.3329, pruned_loss=0.1034, over 12442.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04319, over 114.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3474, pruned_loss=0.109, over 2474116.86 frames. utt_duration=462.9 frames, utt_pad_proportion=0.0713, over 21446.92 utterances.], libri_tot_loss[loss=0.2738, simple_loss=0.3412, pruned_loss=0.1032, over 2466400.43 frames. utt_duration=1282 frames, utt_pad_proportion=0.0476, over 7703.24 utterances.], giga_tot_loss[loss=0.2825, simple_loss=0.3471, pruned_loss=0.109, over 2474499.49 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07217, over 22691.76 utterances.], batch size: 114, lr: 7.98e-04
2022-08-21 17:49:19,737 INFO [train.py:927] (6/8) Epoch 3, batch 16450, giga_loss[loss=0.268, simple_loss=0.3407, pruned_loss=0.09769, over 12336.00 frames. utt_duration=852.2 frames, utt_pad_proportion=0.03378, over 58.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3451, pruned_loss=0.1082, over 2473805.05 frames. utt_duration=481.2 frames, utt_pad_proportion=0.06886, over 20625.01 utterances.], libri_tot_loss[loss=0.2735, simple_loss=0.3409, pruned_loss=0.1031, over 2466752.50 frames. utt_duration=1268 frames, utt_pad_proportion=0.05153, over 7790.13 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3454, pruned_loss=0.1084, over 2474097.78 frames. utt_duration=449 frames, utt_pad_proportion=0.06897, over 22113.65 utterances.], batch size: 58, lr: 7.97e-04
2022-08-21 17:51:06,213 INFO [train.py:927] (6/8) Epoch 3, batch 16500, giga_loss[loss=0.2582, simple_loss=0.3297, pruned_loss=0.09328, over 12385.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.0378, over 105.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.344, pruned_loss=0.1078, over 2474318.12 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07086, over 20967.30 utterances.], libri_tot_loss[loss=0.2741, simple_loss=0.3412, pruned_loss=0.1035, over 2466828.95 frames. utt_duration=1268 frames, utt_pad_proportion=0.05126, over 7791.25 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3439, pruned_loss=0.1077, over 2474545.36 frames. utt_duration=446 frames, utt_pad_proportion=0.071, over 22266.41 utterances.], batch size: 105, lr: 7.97e-04
2022-08-21 17:52:50,596 INFO [train.py:927] (6/8) Epoch 3, batch 16550, giga_loss[loss=0.2863, simple_loss=0.3522, pruned_loss=0.1101, over 12400.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03325, over 122.00 utterances.], tot_loss[loss=0.2813, simple_loss=0.3451, pruned_loss=0.1087, over 2473484.81 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07536, over 20902.49 utterances.], libri_tot_loss[loss=0.2748, simple_loss=0.3419, pruned_loss=0.1039, over 2466460.98 frames. utt_duration=1270 frames, utt_pad_proportion=0.05028, over 7778.71 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3446, pruned_loss=0.1084, over 2474210.26 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07574, over 22321.06 utterances.], batch size: 122, lr: 7.97e-04
2022-08-21 17:54:36,096 INFO [train.py:927] (6/8) Epoch 3, batch 16600, giga_loss[loss=0.3057, simple_loss=0.3536, pruned_loss=0.1289, over 12479.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04376, over 34.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.3459, pruned_loss=0.1095, over 2473984.84 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07383, over 20847.52 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3416, pruned_loss=0.1035, over 2466557.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.04923, over 7750.71 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3458, pruned_loss=0.1098, over 2474671.60 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07471, over 22360.88 utterances.], batch size: 34, lr: 7.96e-04
2022-08-21 17:56:19,044 INFO [train.py:927] (6/8) Epoch 3, batch 16650, libri_loss[loss=0.2303, simple_loss=0.3011, pruned_loss=0.07978, over 12174.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008725, over 30.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3455, pruned_loss=0.1097, over 2473187.29 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07218, over 20968.67 utterances.], libri_tot_loss[loss=0.2743, simple_loss=0.3415, pruned_loss=0.1035, over 2466543.12 frames. utt_duration=1272 frames, utt_pad_proportion=0.04914, over 7764.60 utterances.], giga_tot_loss[loss=0.2828, simple_loss=0.3456, pruned_loss=0.11, over 2473919.65 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07319, over 22473.38 utterances.], batch size: 30, lr: 7.96e-04
2022-08-21 17:58:05,271 INFO [train.py:927] (6/8) Epoch 3, batch 16700, giga_loss[loss=0.318, simple_loss=0.3655, pruned_loss=0.1353, over 12384.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03015, over 97.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3453, pruned_loss=0.1095, over 2473059.15 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07281, over 20478.37 utterances.], libri_tot_loss[loss=0.2737, simple_loss=0.3409, pruned_loss=0.1032, over 2466269.04 frames. utt_duration=1278 frames, utt_pad_proportion=0.0484, over 7729.88 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.346, pruned_loss=0.1101, over 2474041.05 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07401, over 22004.70 utterances.], batch size: 97, lr: 7.96e-04
2022-08-21 17:59:51,088 INFO [train.py:927] (6/8) Epoch 3, batch 16750, giga_loss[loss=0.2541, simple_loss=0.3345, pruned_loss=0.0868, over 12355.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.02919, over 58.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3458, pruned_loss=0.1095, over 2473921.54 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06778, over 20138.22 utterances.], libri_tot_loss[loss=0.2736, simple_loss=0.3408, pruned_loss=0.1032, over 2466245.22 frames. utt_duration=1276 frames, utt_pad_proportion=0.04849, over 7739.44 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3465, pruned_loss=0.1101, over 2474854.49 frames. utt_duration=460.6 frames, utt_pad_proportion=0.06915, over 21561.08 utterances.], batch size: 58, lr: 7.96e-04
2022-08-21 18:01:35,137 INFO [train.py:927] (6/8) Epoch 3, batch 16800, libri_loss[loss=0.2214, simple_loss=0.2875, pruned_loss=0.07762, over 12261.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.08788, over 27.00 utterances.], tot_loss[loss=0.283, simple_loss=0.3463, pruned_loss=0.1098, over 2473545.06 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07016, over 20738.84 utterances.], libri_tot_loss[loss=0.2732, simple_loss=0.3403, pruned_loss=0.1031, over 2465887.01 frames. utt_duration=1282 frames, utt_pad_proportion=0.04754, over 7700.08 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3475, pruned_loss=0.1107, over 2474835.71 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07157, over 22324.81 utterances.], batch size: 27, lr: 7.95e-04
2022-08-21 18:03:20,507 INFO [train.py:927] (6/8) Epoch 3, batch 16850, giga_loss[loss=0.2972, simple_loss=0.3542, pruned_loss=0.1201, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02627, over 48.00 utterances.], tot_loss[loss=0.282, simple_loss=0.3465, pruned_loss=0.1087, over 2474232.34 frames. utt_duration=487 frames, utt_pad_proportion=0.06978, over 20381.79 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3394, pruned_loss=0.1024, over 2466186.97 frames. utt_duration=1288 frames, utt_pad_proportion=0.04653, over 7665.48 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.3484, pruned_loss=0.1102, over 2475223.39 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07145, over 22038.60 utterances.], batch size: 48, lr: 7.95e-04
2022-08-21 18:05:04,712 INFO [train.py:927] (6/8) Epoch 3, batch 16900, giga_loss[loss=0.262, simple_loss=0.3364, pruned_loss=0.09376, over 12452.00 frames. utt_duration=580.4 frames, utt_pad_proportion=0.03595, over 86.00 utterances.], tot_loss[loss=0.2805, simple_loss=0.3448, pruned_loss=0.1081, over 2473648.42 frames. utt_duration=473 frames, utt_pad_proportion=0.07456, over 20986.02 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.339, pruned_loss=0.1021, over 2466228.72 frames. utt_duration=1292 frames, utt_pad_proportion=0.04586, over 7645.27 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3469, pruned_loss=0.1096, over 2474534.05 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07588, over 22537.62 utterances.], batch size: 86, lr: 7.95e-04
2022-08-21 18:06:51,923 INFO [train.py:927] (6/8) Epoch 3, batch 16950, giga_loss[loss=0.2718, simple_loss=0.3414, pruned_loss=0.1011, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03621, over 40.00 utterances.], tot_loss[loss=0.2829, simple_loss=0.3472, pruned_loss=0.1092, over 2474053.81 frames. utt_duration=474 frames, utt_pad_proportion=0.07271, over 20942.18 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3394, pruned_loss=0.1022, over 2466138.12 frames. utt_duration=1295 frames, utt_pad_proportion=0.04507, over 7626.31 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3487, pruned_loss=0.1105, over 2475015.82 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07433, over 22511.30 utterances.], batch size: 40, lr: 7.94e-04
2022-08-21 18:08:36,641 INFO [train.py:927] (6/8) Epoch 3, batch 17000, giga_loss[loss=0.2528, simple_loss=0.3245, pruned_loss=0.09052, over 12297.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03575, over 51.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.347, pruned_loss=0.1097, over 2474756.11 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07321, over 20619.58 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3388, pruned_loss=0.1021, over 2466533.44 frames. utt_duration=1299 frames, utt_pad_proportion=0.04414, over 7603.85 utterances.], giga_tot_loss[loss=0.2854, simple_loss=0.3488, pruned_loss=0.111, over 2475377.12 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07499, over 22236.85 utterances.], batch size: 51, lr: 7.94e-04
2022-08-21 18:10:23,086 INFO [train.py:927] (6/8) Epoch 3, batch 17050, giga_loss[loss=0.3054, simple_loss=0.3697, pruned_loss=0.1206, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02869, over 70.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3481, pruned_loss=0.1105, over 2474821.96 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07288, over 20899.33 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3391, pruned_loss=0.1024, over 2466584.83 frames. utt_duration=1293 frames, utt_pad_proportion=0.04503, over 7639.77 utterances.], giga_tot_loss[loss=0.2861, simple_loss=0.3494, pruned_loss=0.1114, over 2475336.73 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07417, over 22247.96 utterances.], batch size: 70, lr: 7.94e-04
2022-08-21 18:12:07,947 INFO [train.py:927] (6/8) Epoch 3, batch 17100, giga_loss[loss=0.298, simple_loss=0.3626, pruned_loss=0.1167, over 12348.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0315, over 85.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3477, pruned_loss=0.1104, over 2474840.40 frames. utt_duration=473 frames, utt_pad_proportion=0.07284, over 20995.65 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.339, pruned_loss=0.1024, over 2466723.42 frames. utt_duration=1295 frames, utt_pad_proportion=0.04452, over 7628.23 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3489, pruned_loss=0.1112, over 2475219.72 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07412, over 22248.33 utterances.], batch size: 85, lr: 7.94e-04
2022-08-21 18:13:49,825 INFO [train.py:927] (6/8) Epoch 3, batch 17150, giga_loss[loss=0.2482, simple_loss=0.323, pruned_loss=0.08674, over 12310.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02905, over 74.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3464, pruned_loss=0.1089, over 2475448.40 frames. utt_duration=482.1 frames, utt_pad_proportion=0.07171, over 20602.68 utterances.], libri_tot_loss[loss=0.272, simple_loss=0.339, pruned_loss=0.1025, over 2466727.19 frames. utt_duration=1296 frames, utt_pad_proportion=0.04351, over 7624.53 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3475, pruned_loss=0.1097, over 2475976.02 frames. utt_duration=452.3 frames, utt_pad_proportion=0.0734, over 21969.81 utterances.], batch size: 74, lr: 7.93e-04
2022-08-21 18:15:34,574 INFO [train.py:927] (6/8) Epoch 3, batch 17200, giga_loss[loss=0.2429, simple_loss=0.3147, pruned_loss=0.08554, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.0386, over 37.00 utterances.], tot_loss[loss=0.2815, simple_loss=0.3456, pruned_loss=0.1087, over 2475388.23 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07457, over 20893.48 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.339, pruned_loss=0.1024, over 2466904.66 frames. utt_duration=1298 frames, utt_pad_proportion=0.0432, over 7613.32 utterances.], giga_tot_loss[loss=0.2827, simple_loss=0.3466, pruned_loss=0.1094, over 2475722.30 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07589, over 22088.64 utterances.], batch size: 37, lr: 7.93e-04
2022-08-21 18:17:27,381 INFO [train.py:927] (6/8) Epoch 3, batch 17250, giga_loss[loss=0.2428, simple_loss=0.3205, pruned_loss=0.08257, over 12406.00 frames. utt_duration=801.9 frames, utt_pad_proportion=0.02923, over 62.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.344, pruned_loss=0.1075, over 2474997.77 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07476, over 20957.30 utterances.], libri_tot_loss[loss=0.2727, simple_loss=0.3405, pruned_loss=0.1024, over 2466745.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.04704, over 7670.26 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3436, pruned_loss=0.1081, over 2475558.69 frames. utt_duration=448.8 frames, utt_pad_proportion=0.0749, over 22136.12 utterances.], batch size: 62, lr: 7.93e-04
2022-08-21 18:19:10,396 INFO [train.py:927] (6/8) Epoch 3, batch 17300, libri_loss[loss=0.2278, simple_loss=0.2897, pruned_loss=0.083, over 12217.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.007205, over 29.00 utterances.], tot_loss[loss=0.2749, simple_loss=0.3394, pruned_loss=0.1051, over 2474534.87 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06921, over 19726.43 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3392, pruned_loss=0.1019, over 2466724.08 frames. utt_duration=1291 frames, utt_pad_proportion=0.04643, over 7653.90 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3404, pruned_loss=0.1063, over 2475381.60 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07025, over 21277.88 utterances.], batch size: 29, lr: 7.92e-04
2022-08-21 18:20:56,223 INFO [train.py:927] (6/8) Epoch 3, batch 17350, libri_loss[loss=0.3193, simple_loss=0.3741, pruned_loss=0.1322, over 12121.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006835, over 32.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3384, pruned_loss=0.1043, over 2474291.23 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07696, over 21244.43 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3388, pruned_loss=0.1019, over 2466311.75 frames. utt_duration=1295 frames, utt_pad_proportion=0.0458, over 7625.06 utterances.], giga_tot_loss[loss=0.275, simple_loss=0.3395, pruned_loss=0.1053, over 2475504.43 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07763, over 22751.95 utterances.], batch size: 32, lr: 7.92e-04
2022-08-21 18:22:38,810 INFO [train.py:927] (6/8) Epoch 3, batch 17400, giga_loss[loss=0.2633, simple_loss=0.3346, pruned_loss=0.09604, over 12374.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03104, over 97.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.337, pruned_loss=0.1012, over 2474557.76 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07511, over 21765.16 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.3387, pruned_loss=0.1021, over 2466033.94 frames. utt_duration=1297 frames, utt_pad_proportion=0.04496, over 7611.53 utterances.], giga_tot_loss[loss=0.2708, simple_loss=0.3379, pruned_loss=0.1018, over 2475958.26 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07621, over 23288.98 utterances.], batch size: 97, lr: 7.92e-04
2022-08-21 18:24:23,022 INFO [train.py:927] (6/8) Epoch 3, batch 17450, giga_loss[loss=0.2132, simple_loss=0.2988, pruned_loss=0.0638, over 12385.00 frames. utt_duration=620.7 frames, utt_pad_proportion=0.03464, over 80.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3344, pruned_loss=0.09782, over 2475221.24 frames. utt_duration=437 frames, utt_pad_proportion=0.0771, over 22731.18 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.339, pruned_loss=0.1021, over 2466236.04 frames. utt_duration=1300 frames, utt_pad_proportion=0.04393, over 7597.41 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3348, pruned_loss=0.09822, over 2476383.52 frames. utt_duration=407.7 frames, utt_pad_proportion=0.0784, over 24385.69 utterances.], batch size: 80, lr: 7.92e-04
2022-08-21 18:26:07,277 INFO [train.py:927] (6/8) Epoch 3, batch 17500, giga_loss[loss=0.2609, simple_loss=0.3368, pruned_loss=0.09248, over 12409.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06268, over 183.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3317, pruned_loss=0.09376, over 2475744.61 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07747, over 23408.99 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3391, pruned_loss=0.1022, over 2466267.47 frames. utt_duration=1297 frames, utt_pad_proportion=0.04388, over 7613.42 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3318, pruned_loss=0.09394, over 2476757.37 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07861, over 24906.28 utterances.], batch size: 183, lr: 7.91e-04
2022-08-21 18:27:49,637 INFO [train.py:927] (6/8) Epoch 3, batch 17550, giga_loss[loss=0.2473, simple_loss=0.3232, pruned_loss=0.0857, over 12435.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03734, over 133.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3304, pruned_loss=0.09259, over 2475676.21 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07804, over 23814.68 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3392, pruned_loss=0.1025, over 2466382.86 frames. utt_duration=1297 frames, utt_pad_proportion=0.0432, over 7613.02 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3303, pruned_loss=0.09226, over 2476605.09 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07927, over 25353.40 utterances.], batch size: 133, lr: 7.91e-04
2022-08-21 18:29:34,366 INFO [train.py:927] (6/8) Epoch 3, batch 17600, giga_loss[loss=0.231, simple_loss=0.3119, pruned_loss=0.07501, over 12405.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04782, over 34.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3278, pruned_loss=0.0895, over 2476208.30 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07449, over 23508.52 utterances.], libri_tot_loss[loss=0.2729, simple_loss=0.3401, pruned_loss=0.1028, over 2466738.41 frames. utt_duration=1284 frames, utt_pad_proportion=0.0476, over 7690.95 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3267, pruned_loss=0.08876, over 2476799.00 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07479, over 24946.27 utterances.], batch size: 34, lr: 7.91e-04
2022-08-21 18:31:17,517 INFO [train.py:927] (6/8) Epoch 3, batch 17650, giga_loss[loss=0.2293, simple_loss=0.3084, pruned_loss=0.07504, over 12426.00 frames. utt_duration=308 frames, utt_pad_proportion=0.0551, over 162.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3256, pruned_loss=0.08749, over 2475497.88 frames. utt_duration=436 frames, utt_pad_proportion=0.07425, over 22789.29 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.3399, pruned_loss=0.1029, over 2466727.62 frames. utt_duration=1285 frames, utt_pad_proportion=0.04664, over 7689.92 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3245, pruned_loss=0.08643, over 2476257.44 frames. utt_duration=407 frames, utt_pad_proportion=0.07504, over 24421.62 utterances.], batch size: 162, lr: 7.91e-04
2022-08-21 18:33:00,541 INFO [train.py:927] (6/8) Epoch 3, batch 17700, giga_loss[loss=0.2375, simple_loss=0.3184, pruned_loss=0.07827, over 12452.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03529, over 86.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3233, pruned_loss=0.08587, over 2475834.48 frames. utt_duration=426.1 frames, utt_pad_proportion=0.0745, over 23320.61 utterances.], libri_tot_loss[loss=0.2728, simple_loss=0.3399, pruned_loss=0.1028, over 2466946.45 frames. utt_duration=1285 frames, utt_pad_proportion=0.04558, over 7690.27 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3221, pruned_loss=0.08462, over 2476481.41 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07564, over 25051.49 utterances.], batch size: 86, lr: 7.90e-04
2022-08-21 18:34:44,675 INFO [train.py:927] (6/8) Epoch 3, batch 17750, giga_loss[loss=0.2322, simple_loss=0.3125, pruned_loss=0.07593, over 12373.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0405, over 113.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3195, pruned_loss=0.08354, over 2475382.42 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07193, over 23284.54 utterances.], libri_tot_loss[loss=0.2721, simple_loss=0.3394, pruned_loss=0.1025, over 2466897.90 frames. utt_duration=1287 frames, utt_pad_proportion=0.04435, over 7676.93 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3183, pruned_loss=0.08221, over 2476261.98 frames. utt_duration=393.5 frames, utt_pad_proportion=0.07367, over 25266.10 utterances.], batch size: 113, lr: 7.90e-04
2022-08-21 18:36:30,448 INFO [train.py:927] (6/8) Epoch 3, batch 17800, giga_loss[loss=0.2397, simple_loss=0.3129, pruned_loss=0.08321, over 12398.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06967, over 212.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3178, pruned_loss=0.08277, over 2475688.29 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07056, over 22836.62 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3386, pruned_loss=0.1021, over 2467012.15 frames. utt_duration=1294 frames, utt_pad_proportion=0.04305, over 7637.58 utterances.], giga_tot_loss[loss=0.2397, simple_loss=0.3167, pruned_loss=0.08135, over 2476604.34 frames. utt_duration=397.4 frames, utt_pad_proportion=0.07271, over 25019.43 utterances.], batch size: 212, lr: 7.90e-04
2022-08-21 18:38:29,883 INFO [train.py:927] (6/8) Epoch 3, batch 17850, giga_loss[loss=0.2263, simple_loss=0.3212, pruned_loss=0.06568, over 12446.00 frames. utt_duration=310.4 frames, utt_pad_proportion=0.04501, over 161.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3197, pruned_loss=0.08264, over 2475811.84 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07258, over 23370.43 utterances.], libri_tot_loss[loss=0.2718, simple_loss=0.339, pruned_loss=0.1023, over 2466996.04 frames. utt_duration=1294 frames, utt_pad_proportion=0.0424, over 7632.83 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3181, pruned_loss=0.08095, over 2476722.80 frames. utt_duration=391.6 frames, utt_pad_proportion=0.07447, over 25392.97 utterances.], batch size: 161, lr: 7.89e-04
2022-08-21 18:40:36,393 INFO [train.py:927] (6/8) Epoch 3, batch 17900, giga_loss[loss=0.1944, simple_loss=0.2872, pruned_loss=0.05077, over 12431.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.02948, over 122.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3188, pruned_loss=0.0824, over 2475888.79 frames. utt_duration=409.9 frames, utt_pad_proportion=0.07432, over 24242.48 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3384, pruned_loss=0.102, over 2466855.77 frames. utt_duration=1297 frames, utt_pad_proportion=0.04183, over 7614.29 utterances.], giga_tot_loss[loss=0.2395, simple_loss=0.3176, pruned_loss=0.08076, over 2476977.47 frames. utt_duration=378 frames, utt_pad_proportion=0.07601, over 26309.21 utterances.], batch size: 122, lr: 7.89e-04
2022-08-21 18:42:37,050 INFO [train.py:927] (6/8) Epoch 3, batch 17950, giga_loss[loss=0.2037, simple_loss=0.2938, pruned_loss=0.05676, over 12331.00 frames. utt_duration=667.9 frames, utt_pad_proportion=0.02781, over 74.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3166, pruned_loss=0.08014, over 2476427.05 frames. utt_duration=406.4 frames, utt_pad_proportion=0.07372, over 24454.83 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3378, pruned_loss=0.1018, over 2467116.25 frames. utt_duration=1298 frames, utt_pad_proportion=0.0413, over 7609.04 utterances.], giga_tot_loss[loss=0.2362, simple_loss=0.3156, pruned_loss=0.07845, over 2477330.29 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07552, over 26601.77 utterances.], batch size: 74, lr: 7.89e-04
2022-08-21 18:44:46,470 INFO [train.py:927] (6/8) Epoch 3, batch 18000, giga_loss[loss=0.2876, simple_loss=0.3479, pruned_loss=0.1136, over 12398.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07948, over 2476763.90 frames. utt_duration=405.1 frames, utt_pad_proportion=0.07245, over 24535.96 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3377, pruned_loss=0.1017, over 2466963.02 frames. utt_duration=1287 frames, utt_pad_proportion=0.04617, over 7676.65 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3136, pruned_loss=0.0778, over 2477790.28 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07304, over 26490.15 utterances.], batch size: 257, lr: 7.89e-04
2022-08-21 18:44:46,470 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 18:45:00,443 INFO [train.py:967] (6/8) Epoch 3, validation: loss=0.1991, simple_loss=0.3088, pruned_loss=0.04474, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 18:46:58,006 INFO [train.py:927] (6/8) Epoch 3, batch 18050, giga_loss[loss=0.2106, simple_loss=0.3016, pruned_loss=0.05984, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03455, over 105.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3143, pruned_loss=0.07901, over 2476685.88 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06984, over 24202.09 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.338, pruned_loss=0.102, over 2467029.85 frames. utt_duration=1274 frames, utt_pad_proportion=0.05009, over 7756.51 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3127, pruned_loss=0.0771, over 2477561.03 frames. utt_duration=384 frames, utt_pad_proportion=0.06951, over 25895.91 utterances.], batch size: 105, lr: 7.88e-04
2022-08-21 18:49:10,555 INFO [train.py:927] (6/8) Epoch 3, batch 18100, giga_loss[loss=0.2251, simple_loss=0.3126, pruned_loss=0.0688, over 12399.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05897, over 182.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3155, pruned_loss=0.07907, over 2477008.23 frames. utt_duration=422.2 frames, utt_pad_proportion=0.06515, over 23536.94 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3377, pruned_loss=0.1019, over 2466944.03 frames. utt_duration=1275 frames, utt_pad_proportion=0.04894, over 7746.30 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3138, pruned_loss=0.07695, over 2478077.01 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06565, over 25416.38 utterances.], batch size: 182, lr: 7.88e-04
2022-08-21 18:51:16,259 INFO [train.py:927] (6/8) Epoch 3, batch 18150, giga_loss[loss=0.2517, simple_loss=0.3305, pruned_loss=0.08652, over 12444.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03632, over 105.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3151, pruned_loss=0.0791, over 2477719.73 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06698, over 24475.27 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3375, pruned_loss=0.1017, over 2467080.83 frames. utt_duration=1277 frames, utt_pad_proportion=0.0483, over 7738.55 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3136, pruned_loss=0.0772, over 2478626.40 frames. utt_duration=379 frames, utt_pad_proportion=0.06749, over 26244.31 utterances.], batch size: 105, lr: 7.88e-04
2022-08-21 18:53:21,206 INFO [train.py:927] (6/8) Epoch 3, batch 18200, giga_loss[loss=0.2455, simple_loss=0.3393, pruned_loss=0.07581, over 12436.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04758, over 147.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3186, pruned_loss=0.07834, over 2477971.21 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06647, over 24744.85 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3383, pruned_loss=0.1015, over 2467194.75 frames. utt_duration=1277 frames, utt_pad_proportion=0.04808, over 7738.20 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3165, pruned_loss=0.07676, over 2478677.19 frames. utt_duration=378.5 frames, utt_pad_proportion=0.067, over 26279.65 utterances.], batch size: 147, lr: 7.87e-04
2022-08-21 18:55:26,961 INFO [train.py:927] (6/8) Epoch 3, batch 18250, libri_loss[loss=0.2391, simple_loss=0.309, pruned_loss=0.08462, over 12113.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006778, over 32.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3185, pruned_loss=0.07752, over 2477350.16 frames. utt_duration=390 frames, utt_pad_proportion=0.07019, over 25490.65 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3388, pruned_loss=0.1018, over 2466743.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.04698, over 7716.32 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3158, pruned_loss=0.07535, over 2478660.83 frames. utt_duration=365 frames, utt_pad_proportion=0.07086, over 27254.38 utterances.], batch size: 32, lr: 7.87e-04
2022-08-21 18:57:31,079 INFO [train.py:927] (6/8) Epoch 3, batch 18300, giga_loss[loss=0.2275, simple_loss=0.2978, pruned_loss=0.07855, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02581, over 48.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3175, pruned_loss=0.07772, over 2477675.34 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06946, over 25110.66 utterances.], libri_tot_loss[loss=0.2711, simple_loss=0.3384, pruned_loss=0.1019, over 2466995.07 frames. utt_duration=1285 frames, utt_pad_proportion=0.04565, over 7688.08 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3149, pruned_loss=0.07498, over 2478913.94 frames. utt_duration=365.6 frames, utt_pad_proportion=0.07064, over 27210.53 utterances.], batch size: 48, lr: 7.87e-04
2022-08-21 19:00:00,257 INFO [train.py:927] (6/8) Epoch 3, batch 18350, giga_loss[loss=0.2244, simple_loss=0.3083, pruned_loss=0.07027, over 12393.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0373, over 113.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3184, pruned_loss=0.07933, over 2477768.99 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06821, over 24738.32 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3387, pruned_loss=0.1023, over 2466952.71 frames. utt_duration=1267 frames, utt_pad_proportion=0.04968, over 7798.11 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3154, pruned_loss=0.07596, over 2479184.93 frames. utt_duration=369.6 frames, utt_pad_proportion=0.0686, over 26917.87 utterances.], batch size: 113, lr: 7.87e-04
2022-08-21 19:02:06,289 INFO [train.py:927] (6/8) Epoch 3, batch 18400, giga_loss[loss=0.1995, simple_loss=0.2855, pruned_loss=0.05672, over 12316.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03056, over 48.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3153, pruned_loss=0.07741, over 2477671.46 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06573, over 24450.75 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3386, pruned_loss=0.1021, over 2467083.06 frames. utt_duration=1271 frames, utt_pad_proportion=0.04887, over 7773.24 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3125, pruned_loss=0.07444, over 2478935.63 frames. utt_duration=374.2 frames, utt_pad_proportion=0.06654, over 26584.74 utterances.], batch size: 48, lr: 7.86e-04
2022-08-21 19:04:08,130 INFO [train.py:927] (6/8) Epoch 3, batch 18450, giga_loss[loss=0.2603, simple_loss=0.3389, pruned_loss=0.09088, over 12459.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04035, over 114.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3145, pruned_loss=0.07771, over 2477317.91 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06284, over 23482.46 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3379, pruned_loss=0.1017, over 2466858.54 frames. utt_duration=1268 frames, utt_pad_proportion=0.04855, over 7789.52 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3118, pruned_loss=0.07446, over 2479081.11 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06413, over 26004.60 utterances.], batch size: 114, lr: 7.86e-04
2022-08-21 19:06:11,817 INFO [train.py:927] (6/8) Epoch 3, batch 18500, giga_loss[loss=0.2212, simple_loss=0.3007, pruned_loss=0.07086, over 12332.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03177, over 70.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.315, pruned_loss=0.07799, over 2477941.44 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06516, over 24382.67 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3378, pruned_loss=0.1017, over 2466823.24 frames. utt_duration=1269 frames, utt_pad_proportion=0.04836, over 7785.58 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3129, pruned_loss=0.07537, over 2479406.42 frames. utt_duration=376.3 frames, utt_pad_proportion=0.06605, over 26437.41 utterances.], batch size: 70, lr: 7.86e-04
2022-08-21 19:08:20,310 INFO [train.py:927] (6/8) Epoch 3, batch 18550, giga_loss[loss=0.2378, simple_loss=0.3206, pruned_loss=0.0775, over 12422.00 frames. utt_duration=339.5 frames, utt_pad_proportion=0.04897, over 147.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3146, pruned_loss=0.07844, over 2477507.08 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06522, over 24318.09 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.338, pruned_loss=0.1017, over 2466652.76 frames. utt_duration=1271 frames, utt_pad_proportion=0.04801, over 7773.75 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3125, pruned_loss=0.07611, over 2478929.54 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06607, over 26096.56 utterances.], batch size: 147, lr: 7.86e-04
2022-08-21 19:10:34,435 INFO [train.py:927] (6/8) Epoch 3, batch 18600, giga_loss[loss=0.2501, simple_loss=0.3278, pruned_loss=0.08624, over 12386.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02748, over 91.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3174, pruned_loss=0.07915, over 2477732.04 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06968, over 24380.63 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3389, pruned_loss=0.1023, over 2466812.89 frames. utt_duration=1248 frames, utt_pad_proportion=0.05526, over 7914.19 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3143, pruned_loss=0.07613, over 2479080.95 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06849, over 26196.01 utterances.], batch size: 91, lr: 7.85e-04
2022-08-21 19:12:51,050 INFO [train.py:927] (6/8) Epoch 3, batch 18650, libri_loss[loss=0.1991, simple_loss=0.2646, pruned_loss=0.06682, over 12440.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.0113, over 29.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3148, pruned_loss=0.07795, over 2477604.30 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06873, over 24263.57 utterances.], libri_tot_loss[loss=0.2713, simple_loss=0.3384, pruned_loss=0.1021, over 2466679.50 frames. utt_duration=1252 frames, utt_pad_proportion=0.05449, over 7888.10 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3125, pruned_loss=0.07531, over 2478960.97 frames. utt_duration=382.3 frames, utt_pad_proportion=0.0681, over 26018.65 utterances.], batch size: 29, lr: 7.85e-04
2022-08-21 19:14:53,968 INFO [train.py:927] (6/8) Epoch 3, batch 18700, giga_loss[loss=0.2291, simple_loss=0.3166, pruned_loss=0.07076, over 12360.00 frames. utt_duration=798.6 frames, utt_pad_proportion=0.02614, over 62.00 utterances.], tot_loss[loss=0.2319, simple_loss=0.3107, pruned_loss=0.07658, over 2476615.46 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06642, over 23660.50 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3381, pruned_loss=0.1018, over 2466309.78 frames. utt_duration=1255 frames, utt_pad_proportion=0.05385, over 7870.80 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3084, pruned_loss=0.07403, over 2478335.74 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06635, over 25528.83 utterances.], batch size: 62, lr: 7.85e-04
2022-08-21 19:16:47,008 INFO [train.py:927] (6/8) Epoch 3, batch 18750, giga_loss[loss=0.2412, simple_loss=0.322, pruned_loss=0.08017, over 12384.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04998, over 161.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.312, pruned_loss=0.07727, over 2475784.11 frames. utt_duration=422 frames, utt_pad_proportion=0.06627, over 23535.29 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3381, pruned_loss=0.1016, over 2465868.60 frames. utt_duration=1262 frames, utt_pad_proportion=0.05273, over 7827.18 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3094, pruned_loss=0.07479, over 2477829.88 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06663, over 25507.17 utterances.], batch size: 161, lr: 7.84e-04
2022-08-21 19:18:49,484 INFO [train.py:927] (6/8) Epoch 3, batch 18800, giga_loss[loss=0.2108, simple_loss=0.2992, pruned_loss=0.06119, over 12300.00 frames. utt_duration=849.3 frames, utt_pad_proportion=0.03486, over 58.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3091, pruned_loss=0.07484, over 2475551.96 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06583, over 23468.38 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.338, pruned_loss=0.1017, over 2465747.82 frames. utt_duration=1264 frames, utt_pad_proportion=0.05175, over 7812.53 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3066, pruned_loss=0.0723, over 2477525.23 frames. utt_duration=391.4 frames, utt_pad_proportion=0.06649, over 25395.82 utterances.], batch size: 58, lr: 7.84e-04
2022-08-21 19:21:02,367 INFO [train.py:927] (6/8) Epoch 3, batch 18850, giga_loss[loss=0.2083, simple_loss=0.2857, pruned_loss=0.06548, over 12395.00 frames. utt_duration=140.8 frames, utt_pad_proportion=0.1717, over 355.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.307, pruned_loss=0.07418, over 2476304.43 frames. utt_duration=411.8 frames, utt_pad_proportion=0.06538, over 24122.12 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3372, pruned_loss=0.1014, over 2465830.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.05094, over 7795.42 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3049, pruned_loss=0.07168, over 2478068.84 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06625, over 26121.22 utterances.], batch size: 355, lr: 7.84e-04
2022-08-21 19:23:12,449 INFO [train.py:927] (6/8) Epoch 3, batch 18900, giga_loss[loss=0.2416, simple_loss=0.3131, pruned_loss=0.08508, over 12352.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.02838, over 91.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3061, pruned_loss=0.07388, over 2476319.26 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06465, over 23479.19 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3367, pruned_loss=0.1013, over 2466041.56 frames. utt_duration=1271 frames, utt_pad_proportion=0.05003, over 7770.77 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3042, pruned_loss=0.07134, over 2477790.61 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06578, over 25458.66 utterances.], batch size: 91, lr: 7.84e-04
2022-08-21 19:25:11,598 INFO [train.py:927] (6/8) Epoch 3, batch 18950, giga_loss[loss=0.199, simple_loss=0.292, pruned_loss=0.05303, over 12318.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.0328, over 70.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3058, pruned_loss=0.07326, over 2477151.26 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06742, over 24213.65 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3376, pruned_loss=0.1013, over 2466312.95 frames. utt_duration=1261 frames, utt_pad_proportion=0.054, over 7833.53 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3029, pruned_loss=0.07074, over 2478266.19 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06705, over 25999.14 utterances.], batch size: 70, lr: 7.83e-04
2022-08-21 19:27:13,212 INFO [train.py:927] (6/8) Epoch 3, batch 19000, giga_loss[loss=0.2217, simple_loss=0.3035, pruned_loss=0.06996, over 12382.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06093, over 182.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.308, pruned_loss=0.07281, over 2477457.13 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06934, over 24450.39 utterances.], libri_tot_loss[loss=0.2707, simple_loss=0.3382, pruned_loss=0.1016, over 2466361.55 frames. utt_duration=1249 frames, utt_pad_proportion=0.05836, over 7909.22 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3047, pruned_loss=0.07018, over 2478443.40 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06796, over 26007.86 utterances.], batch size: 182, lr: 7.83e-04
2022-08-21 19:29:13,459 INFO [train.py:927] (6/8) Epoch 3, batch 19050, libri_loss[loss=0.2798, simple_loss=0.3345, pruned_loss=0.1126, over 12388.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009464, over 38.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3096, pruned_loss=0.07391, over 2477164.24 frames. utt_duration=406.1 frames, utt_pad_proportion=0.06774, over 24472.73 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3382, pruned_loss=0.1017, over 2466147.02 frames. utt_duration=1251 frames, utt_pad_proportion=0.05744, over 7895.14 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3065, pruned_loss=0.07123, over 2478372.60 frames. utt_duration=382 frames, utt_pad_proportion=0.06704, over 26035.18 utterances.], batch size: 38, lr: 7.83e-04
2022-08-21 19:31:15,821 INFO [train.py:927] (6/8) Epoch 3, batch 19100, giga_loss[loss=0.1835, simple_loss=0.2759, pruned_loss=0.04553, over 12422.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04518, over 31.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3074, pruned_loss=0.07276, over 2476992.97 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06741, over 24450.09 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3376, pruned_loss=0.1015, over 2465905.16 frames. utt_duration=1255 frames, utt_pad_proportion=0.05663, over 7866.41 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3049, pruned_loss=0.07029, over 2478347.91 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06714, over 26000.98 utterances.], batch size: 31, lr: 7.83e-04
2022-08-21 19:33:18,622 INFO [train.py:927] (6/8) Epoch 3, batch 19150, giga_loss[loss=0.2055, simple_loss=0.278, pruned_loss=0.06648, over 12424.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07356, over 213.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.305, pruned_loss=0.07288, over 2476934.18 frames. utt_duration=407.8 frames, utt_pad_proportion=0.07005, over 24369.55 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3366, pruned_loss=0.1013, over 2465743.24 frames. utt_duration=1261 frames, utt_pad_proportion=0.05647, over 7833.70 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3031, pruned_loss=0.07017, over 2478535.84 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06985, over 26197.90 utterances.], batch size: 213, lr: 7.82e-04
2022-08-21 19:35:28,594 INFO [train.py:927] (6/8) Epoch 3, batch 19200, giga_loss[loss=0.2282, simple_loss=0.3016, pruned_loss=0.07738, over 12405.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03474, over 80.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3085, pruned_loss=0.07443, over 2477311.06 frames. utt_duration=402.9 frames, utt_pad_proportion=0.06866, over 24672.57 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3372, pruned_loss=0.1014, over 2465793.23 frames. utt_duration=1258 frames, utt_pad_proportion=0.05659, over 7851.95 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.306, pruned_loss=0.07177, over 2478701.07 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06862, over 26331.36 utterances.], batch size: 80, lr: 7.82e-04
2022-08-21 19:37:32,834 INFO [train.py:927] (6/8) Epoch 3, batch 19250, giga_loss[loss=0.2917, simple_loss=0.3646, pruned_loss=0.1094, over 12420.00 frames. utt_duration=474.6 frames, utt_pad_proportion=0.03738, over 105.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.311, pruned_loss=0.07631, over 2477293.11 frames. utt_duration=407.4 frames, utt_pad_proportion=0.06724, over 24394.48 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.337, pruned_loss=0.1015, over 2465971.11 frames. utt_duration=1246 frames, utt_pad_proportion=0.06013, over 7926.18 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3081, pruned_loss=0.07316, over 2478670.86 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06638, over 26270.28 utterances.], batch size: 105, lr: 7.82e-04
2022-08-21 19:39:34,625 INFO [train.py:927] (6/8) Epoch 3, batch 19300, giga_loss[loss=0.2323, simple_loss=0.3202, pruned_loss=0.07222, over 12434.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04715, over 161.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3152, pruned_loss=0.07784, over 2477670.66 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06397, over 24192.88 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3371, pruned_loss=0.1015, over 2466130.25 frames. utt_duration=1240 frames, utt_pad_proportion=0.06002, over 7961.74 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3122, pruned_loss=0.07466, over 2478965.19 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06357, over 26128.16 utterances.], batch size: 161, lr: 7.81e-04
2022-08-21 19:41:55,555 INFO [train.py:927] (6/8) Epoch 3, batch 19350, giga_loss[loss=0.2268, simple_loss=0.3071, pruned_loss=0.07324, over 12369.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02734, over 91.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3135, pruned_loss=0.07688, over 2478065.47 frames. utt_duration=410 frames, utt_pad_proportion=0.06277, over 24248.95 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3373, pruned_loss=0.1017, over 2466368.30 frames. utt_duration=1240 frames, utt_pad_proportion=0.05963, over 7967.13 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3107, pruned_loss=0.07393, over 2478968.12 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06264, over 25916.53 utterances.], batch size: 91, lr: 7.81e-04
2022-08-21 19:43:54,195 INFO [train.py:927] (6/8) Epoch 3, batch 19400, libri_loss[loss=0.2254, simple_loss=0.3023, pruned_loss=0.0743, over 12446.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006302, over 32.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3115, pruned_loss=0.07624, over 2478357.50 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06512, over 24966.44 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3368, pruned_loss=0.1016, over 2466723.13 frames. utt_duration=1244 frames, utt_pad_proportion=0.05846, over 7938.37 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3091, pruned_loss=0.07338, over 2479085.43 frames. utt_duration=371.3 frames, utt_pad_proportion=0.06523, over 26789.75 utterances.], batch size: 32, lr: 7.81e-04
2022-08-21 19:46:00,391 INFO [train.py:927] (6/8) Epoch 3, batch 19450, giga_loss[loss=0.2557, simple_loss=0.3203, pruned_loss=0.09558, over 12385.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1057, over 258.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3117, pruned_loss=0.07764, over 2478335.55 frames. utt_duration=394.6 frames, utt_pad_proportion=0.07034, over 25199.72 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3372, pruned_loss=0.1022, over 2467170.09 frames. utt_duration=1224 frames, utt_pad_proportion=0.06567, over 8073.07 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3086, pruned_loss=0.074, over 2478882.10 frames. utt_duration=367.5 frames, utt_pad_proportion=0.06819, over 27069.95 utterances.], batch size: 258, lr: 7.81e-04
2022-08-21 19:48:06,353 INFO [train.py:927] (6/8) Epoch 3, batch 19500, giga_loss[loss=0.2426, simple_loss=0.3196, pruned_loss=0.08277, over 12392.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06661, over 211.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3099, pruned_loss=0.07588, over 2478703.44 frames. utt_duration=397.9 frames, utt_pad_proportion=0.06986, over 24994.55 utterances.], libri_tot_loss[loss=0.2709, simple_loss=0.3373, pruned_loss=0.1023, over 2467308.49 frames. utt_duration=1223 frames, utt_pad_proportion=0.06508, over 8079.00 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.307, pruned_loss=0.0726, over 2479153.02 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06832, over 26678.36 utterances.], batch size: 211, lr: 7.80e-04
2022-08-21 19:49:59,052 INFO [train.py:927] (6/8) Epoch 3, batch 19550, giga_loss[loss=0.218, simple_loss=0.3046, pruned_loss=0.06571, over 12402.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02599, over 91.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3123, pruned_loss=0.07535, over 2479036.99 frames. utt_duration=396.1 frames, utt_pad_proportion=0.07054, over 25108.36 utterances.], libri_tot_loss[loss=0.2715, simple_loss=0.338, pruned_loss=0.1025, over 2467739.90 frames. utt_duration=1222 frames, utt_pad_proportion=0.0647, over 8090.82 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3088, pruned_loss=0.07197, over 2479275.05 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06942, over 26812.19 utterances.], batch size: 91, lr: 7.80e-04
2022-08-21 19:52:09,568 INFO [train.py:927] (6/8) Epoch 3, batch 19600, giga_loss[loss=0.2267, simple_loss=0.3126, pruned_loss=0.07042, over 12418.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05079, over 161.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.312, pruned_loss=0.07506, over 2478610.15 frames. utt_duration=398 frames, utt_pad_proportion=0.07073, over 24984.03 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3377, pruned_loss=0.1024, over 2467817.68 frames. utt_duration=1223 frames, utt_pad_proportion=0.06361, over 8079.42 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3088, pruned_loss=0.07163, over 2479017.82 frames. utt_duration=370.7 frames, utt_pad_proportion=0.07018, over 26836.04 utterances.], batch size: 161, lr: 7.80e-04
2022-08-21 19:54:19,860 INFO [train.py:927] (6/8) Epoch 3, batch 19650, giga_loss[loss=0.2011, simple_loss=0.2982, pruned_loss=0.05194, over 12358.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02901, over 66.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3117, pruned_loss=0.07481, over 2478591.56 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06984, over 24882.10 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3373, pruned_loss=0.1024, over 2467930.88 frames. utt_duration=1228 frames, utt_pad_proportion=0.0623, over 8051.35 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3089, pruned_loss=0.07138, over 2479097.97 frames. utt_duration=371 frames, utt_pad_proportion=0.06984, over 26813.35 utterances.], batch size: 66, lr: 7.80e-04
2022-08-21 19:56:25,891 INFO [train.py:927] (6/8) Epoch 3, batch 19700, giga_loss[loss=0.2267, simple_loss=0.2975, pruned_loss=0.07799, over 12394.00 frames. utt_duration=139.5 frames, utt_pad_proportion=0.1792, over 358.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3131, pruned_loss=0.07552, over 2478030.80 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06897, over 24534.52 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3368, pruned_loss=0.1021, over 2467955.48 frames. utt_duration=1234 frames, utt_pad_proportion=0.0603, over 8012.71 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3101, pruned_loss=0.07175, over 2478916.57 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06961, over 26903.40 utterances.], batch size: 358, lr: 7.79e-04
2022-08-21 19:58:48,392 INFO [train.py:927] (6/8) Epoch 3, batch 19750, giga_loss[loss=0.1916, simple_loss=0.2813, pruned_loss=0.05099, over 12341.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.01923, over 70.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3139, pruned_loss=0.07475, over 2478016.88 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06744, over 25078.69 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3369, pruned_loss=0.1021, over 2468066.70 frames. utt_duration=1234 frames, utt_pad_proportion=0.06007, over 8012.65 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3114, pruned_loss=0.07173, over 2478660.18 frames. utt_duration=368.4 frames, utt_pad_proportion=0.06811, over 27001.01 utterances.], batch size: 70, lr: 7.79e-04
2022-08-21 20:01:12,108 INFO [train.py:927] (6/8) Epoch 3, batch 19800, libri_loss[loss=0.3748, simple_loss=0.3992, pruned_loss=0.1752, over 12366.00 frames. utt_duration=413.8 frames, utt_pad_proportion=0.3555, over 120.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3135, pruned_loss=0.07433, over 2478463.81 frames. utt_duration=404.6 frames, utt_pad_proportion=0.06735, over 24573.53 utterances.], libri_tot_loss[loss=0.2716, simple_loss=0.3383, pruned_loss=0.1025, over 2468142.66 frames. utt_duration=1207 frames, utt_pad_proportion=0.06969, over 8192.20 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3098, pruned_loss=0.07105, over 2479095.29 frames. utt_duration=379.2 frames, utt_pad_proportion=0.06524, over 26234.66 utterances.], batch size: 120, lr: 7.79e-04
2022-08-21 20:03:15,275 INFO [train.py:927] (6/8) Epoch 3, batch 19850, giga_loss[loss=0.2183, simple_loss=0.3069, pruned_loss=0.0648, over 12383.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03735, over 113.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.312, pruned_loss=0.07333, over 2478154.78 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06495, over 24310.95 utterances.], libri_tot_loss[loss=0.2719, simple_loss=0.3383, pruned_loss=0.1028, over 2468322.87 frames. utt_duration=1207 frames, utt_pad_proportion=0.06843, over 8187.51 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3085, pruned_loss=0.06981, over 2478728.58 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06372, over 26002.24 utterances.], batch size: 113, lr: 7.79e-04
2022-08-21 20:05:10,651 INFO [train.py:927] (6/8) Epoch 3, batch 19900, giga_loss[loss=0.2361, simple_loss=0.3194, pruned_loss=0.07645, over 12414.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3136, pruned_loss=0.07469, over 2477525.64 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06679, over 23872.78 utterances.], libri_tot_loss[loss=0.2714, simple_loss=0.3377, pruned_loss=0.1026, over 2468314.43 frames. utt_duration=1202 frames, utt_pad_proportion=0.07014, over 8224.09 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3103, pruned_loss=0.07079, over 2478398.04 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06516, over 25882.81 utterances.], batch size: 182, lr: 7.78e-04
2022-08-21 20:07:04,413 INFO [train.py:927] (6/8) Epoch 3, batch 19950, giga_loss[loss=0.2177, simple_loss=0.301, pruned_loss=0.06719, over 12404.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03158, over 122.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3119, pruned_loss=0.07457, over 2476919.75 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07155, over 24803.07 utterances.], libri_tot_loss[loss=0.271, simple_loss=0.3373, pruned_loss=0.1024, over 2467940.68 frames. utt_duration=1208 frames, utt_pad_proportion=0.06874, over 8178.96 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3089, pruned_loss=0.07089, over 2478206.09 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07036, over 26908.61 utterances.], batch size: 122, lr: 7.78e-04
2022-08-21 20:08:58,971 INFO [train.py:927] (6/8) Epoch 3, batch 20000, giga_loss[loss=0.2454, simple_loss=0.3267, pruned_loss=0.08203, over 12376.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04031, over 113.00 utterances.], tot_loss[loss=0.232, simple_loss=0.3129, pruned_loss=0.0755, over 2476780.59 frames. utt_duration=416.9 frames, utt_pad_proportion=0.0673, over 23833.38 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3371, pruned_loss=0.1023, over 2467867.47 frames. utt_duration=1210 frames, utt_pad_proportion=0.06788, over 8169.57 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.31, pruned_loss=0.07187, over 2478122.73 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06688, over 25968.07 utterances.], batch size: 113, lr: 7.78e-04
2022-08-21 20:10:43,329 INFO [train.py:927] (6/8) Epoch 3, batch 20050, giga_loss[loss=0.2803, simple_loss=0.3642, pruned_loss=0.0982, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04409, over 146.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3215, pruned_loss=0.08049, over 2476039.49 frames. utt_duration=443.5 frames, utt_pad_proportion=0.06338, over 22396.96 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3369, pruned_loss=0.1021, over 2467886.44 frames. utt_duration=1213 frames, utt_pad_proportion=0.06715, over 8149.07 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3191, pruned_loss=0.07748, over 2477203.97 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06353, over 24311.08 utterances.], batch size: 146, lr: 7.77e-04
2022-08-21 20:12:28,580 INFO [train.py:927] (6/8) Epoch 3, batch 20100, giga_loss[loss=0.2531, simple_loss=0.3273, pruned_loss=0.08942, over 12447.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03716, over 123.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3238, pruned_loss=0.0821, over 2475596.00 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0603, over 21188.34 utterances.], libri_tot_loss[loss=0.2712, simple_loss=0.3381, pruned_loss=0.1021, over 2467682.59 frames. utt_duration=1215 frames, utt_pad_proportion=0.0659, over 8132.30 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3204, pruned_loss=0.079, over 2476976.11 frames. utt_duration=428.8 frames, utt_pad_proportion=0.06099, over 23172.02 utterances.], batch size: 123, lr: 7.77e-04
2022-08-21 20:14:11,834 INFO [train.py:927] (6/8) Epoch 3, batch 20150, libri_loss[loss=0.2062, simple_loss=0.2693, pruned_loss=0.07162, over 12486.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007722, over 29.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3166, pruned_loss=0.07979, over 2474762.26 frames. utt_duration=500.8 frames, utt_pad_proportion=0.05915, over 19818.07 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3372, pruned_loss=0.1016, over 2467681.45 frames. utt_duration=1220 frames, utt_pad_proportion=0.06453, over 8099.63 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3142, pruned_loss=0.07719, over 2476040.76 frames. utt_duration=456.2 frames, utt_pad_proportion=0.06022, over 21774.49 utterances.], batch size: 29, lr: 7.77e-04
2022-08-21 20:15:54,678 INFO [train.py:927] (6/8) Epoch 3, batch 20200, giga_loss[loss=0.1908, simple_loss=0.267, pruned_loss=0.05731, over 12301.00 frames. utt_duration=912.9 frames, utt_pad_proportion=0.02367, over 54.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3076, pruned_loss=0.07678, over 2474728.12 frames. utt_duration=491 frames, utt_pad_proportion=0.06351, over 20218.38 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3365, pruned_loss=0.1013, over 2467637.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.06361, over 8066.96 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3059, pruned_loss=0.0746, over 2475895.65 frames. utt_duration=451.2 frames, utt_pad_proportion=0.06432, over 22012.99 utterances.], batch size: 54, lr: 7.77e-04
2022-08-21 20:17:36,992 INFO [train.py:927] (6/8) Epoch 3, batch 20250, libri_loss[loss=0.2394, simple_loss=0.3132, pruned_loss=0.0828, over 12126.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006303, over 32.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3016, pruned_loss=0.07482, over 2474042.49 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06441, over 19707.01 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3363, pruned_loss=0.1012, over 2467545.44 frames. utt_duration=1219 frames, utt_pad_proportion=0.06599, over 8103.97 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.2993, pruned_loss=0.0722, over 2475350.30 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06432, over 21568.65 utterances.], batch size: 32, lr: 7.76e-04
2022-08-21 20:19:19,912 INFO [train.py:927] (6/8) Epoch 3, batch 20300, giga_loss[loss=0.1786, simple_loss=0.2565, pruned_loss=0.05035, over 12351.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.2963, pruned_loss=0.07247, over 2474344.19 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06292, over 19087.52 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3359, pruned_loss=0.1009, over 2467642.39 frames. utt_duration=1223 frames, utt_pad_proportion=0.06485, over 8080.29 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2936, pruned_loss=0.06977, over 2475527.69 frames. utt_duration=473.8 frames, utt_pad_proportion=0.06334, over 20961.01 utterances.], batch size: 97, lr: 7.76e-04
2022-08-21 20:21:05,252 INFO [train.py:927] (6/8) Epoch 3, batch 20350, giga_loss[loss=0.2085, simple_loss=0.2812, pruned_loss=0.06793, over 12414.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0429, over 146.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2908, pruned_loss=0.07033, over 2474407.48 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06243, over 18600.70 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3361, pruned_loss=0.101, over 2467773.42 frames. utt_duration=1225 frames, utt_pad_proportion=0.06382, over 8065.82 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2877, pruned_loss=0.06753, over 2475351.40 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06317, over 20295.06 utterances.], batch size: 146, lr: 7.76e-04
2022-08-21 20:22:48,948 INFO [train.py:927] (6/8) Epoch 3, batch 20400, giga_loss[loss=0.1738, simple_loss=0.2429, pruned_loss=0.05235, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.0332, over 37.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.286, pruned_loss=0.06822, over 2474044.28 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06377, over 18603.21 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3356, pruned_loss=0.1008, over 2467631.90 frames. utt_duration=1228 frames, utt_pad_proportion=0.06327, over 8047.95 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2827, pruned_loss=0.06535, over 2475091.03 frames. utt_duration=489.9 frames, utt_pad_proportion=0.06449, over 20267.06 utterances.], batch size: 37, lr: 7.76e-04
2022-08-21 20:24:32,972 INFO [train.py:927] (6/8) Epoch 3, batch 20450, giga_loss[loss=0.1675, simple_loss=0.2491, pruned_loss=0.04292, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02681, over 66.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2804, pruned_loss=0.0656, over 2474654.04 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06092, over 18354.56 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3357, pruned_loss=0.101, over 2467587.15 frames. utt_duration=1228 frames, utt_pad_proportion=0.06289, over 8044.51 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2773, pruned_loss=0.06292, over 2475566.20 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06184, over 19754.47 utterances.], batch size: 66, lr: 7.75e-04
2022-08-21 20:26:17,658 INFO [train.py:927] (6/8) Epoch 3, batch 20500, giga_loss[loss=0.2532, simple_loss=0.3255, pruned_loss=0.09045, over 12405.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06255, over 183.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2817, pruned_loss=0.06658, over 2474536.70 frames. utt_duration=527.3 frames, utt_pad_proportion=0.064, over 18824.27 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3362, pruned_loss=0.1011, over 2467711.35 frames. utt_duration=1228 frames, utt_pad_proportion=0.06203, over 8046.49 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2776, pruned_loss=0.06351, over 2475303.78 frames. utt_duration=492.5 frames, utt_pad_proportion=0.0648, over 20163.68 utterances.], batch size: 183, lr: 7.75e-04
2022-08-21 20:28:01,243 INFO [train.py:927] (6/8) Epoch 3, batch 20550, giga_loss[loss=0.28, simple_loss=0.3493, pruned_loss=0.1053, over 12403.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03642, over 37.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.295, pruned_loss=0.07425, over 2473559.26 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06967, over 19012.93 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.337, pruned_loss=0.1015, over 2467695.84 frames. utt_duration=1230 frames, utt_pad_proportion=0.06147, over 8036.88 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2897, pruned_loss=0.07069, over 2474373.80 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07025, over 20396.84 utterances.], batch size: 37, lr: 7.75e-04
2022-08-21 20:29:44,518 INFO [train.py:927] (6/8) Epoch 3, batch 20600, giga_loss[loss=0.2744, simple_loss=0.3523, pruned_loss=0.09823, over 12408.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03921, over 133.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3032, pruned_loss=0.0777, over 2472127.45 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06652, over 18142.61 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3365, pruned_loss=0.1013, over 2467223.22 frames. utt_duration=1233 frames, utt_pad_proportion=0.06047, over 8013.16 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.2984, pruned_loss=0.07435, over 2473334.87 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06762, over 19549.78 utterances.], batch size: 133, lr: 7.75e-04
2022-08-21 20:31:28,918 INFO [train.py:927] (6/8) Epoch 3, batch 20650, giga_loss[loss=0.2327, simple_loss=0.313, pruned_loss=0.07619, over 12385.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04616, over 26.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3083, pruned_loss=0.07969, over 2472494.58 frames. utt_duration=527.9 frames, utt_pad_proportion=0.07015, over 18786.21 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3368, pruned_loss=0.1015, over 2467571.08 frames. utt_duration=1219 frames, utt_pad_proportion=0.06239, over 8106.36 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3034, pruned_loss=0.07615, over 2473286.75 frames. utt_duration=493.2 frames, utt_pad_proportion=0.07023, over 20117.47 utterances.], batch size: 26, lr: 7.74e-04
2022-08-21 20:33:12,897 INFO [train.py:927] (6/8) Epoch 3, batch 20700, giga_loss[loss=0.282, simple_loss=0.351, pruned_loss=0.1065, over 12275.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0274, over 54.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3134, pruned_loss=0.08267, over 2472431.32 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06768, over 18920.59 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3363, pruned_loss=0.1014, over 2467700.02 frames. utt_duration=1211 frames, utt_pad_proportion=0.06571, over 8161.70 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3094, pruned_loss=0.0796, over 2473028.30 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06685, over 20114.26 utterances.], batch size: 54, lr: 7.74e-04
2022-08-21 20:34:54,358 INFO [train.py:927] (6/8) Epoch 3, batch 20750, libri_loss[loss=0.2041, simple_loss=0.2697, pruned_loss=0.06925, over 12203.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01015, over 29.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3177, pruned_loss=0.08473, over 2471871.94 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06496, over 18112.11 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.336, pruned_loss=0.1011, over 2467084.42 frames. utt_duration=1218 frames, utt_pad_proportion=0.06432, over 8114.35 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3143, pruned_loss=0.08206, over 2473087.01 frames. utt_duration=511.2 frames, utt_pad_proportion=0.06501, over 19409.43 utterances.], batch size: 29, lr: 7.74e-04
2022-08-21 20:36:34,745 INFO [train.py:927] (6/8) Epoch 3, batch 20800, giga_loss[loss=0.3021, simple_loss=0.3659, pruned_loss=0.1191, over 12364.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06084, over 182.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3226, pruned_loss=0.08639, over 2472181.85 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06053, over 18182.06 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3358, pruned_loss=0.101, over 2466978.80 frames. utt_duration=1221 frames, utt_pad_proportion=0.06364, over 8088.73 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3199, pruned_loss=0.08415, over 2473302.84 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06106, over 19370.02 utterances.], batch size: 182, lr: 7.73e-04
2022-08-21 20:38:20,560 INFO [train.py:927] (6/8) Epoch 3, batch 20850, giga_loss[loss=0.2411, simple_loss=0.3313, pruned_loss=0.07547, over 12286.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02964, over 45.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3241, pruned_loss=0.08632, over 2471340.35 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06307, over 18196.89 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3351, pruned_loss=0.1007, over 2466922.15 frames. utt_duration=1227 frames, utt_pad_proportion=0.06277, over 8052.25 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3224, pruned_loss=0.08456, over 2472358.75 frames. utt_duration=512 frames, utt_pad_proportion=0.06372, over 19370.43 utterances.], batch size: 45, lr: 7.73e-04
2022-08-21 20:40:03,921 INFO [train.py:927] (6/8) Epoch 3, batch 20900, giga_loss[loss=0.2407, simple_loss=0.3236, pruned_loss=0.07888, over 12378.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03075, over 97.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3234, pruned_loss=0.08507, over 2471274.40 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06603, over 17653.73 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3351, pruned_loss=0.1011, over 2467135.87 frames. utt_duration=1217 frames, utt_pad_proportion=0.06594, over 8118.01 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3218, pruned_loss=0.08298, over 2471991.79 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06506, over 18756.02 utterances.], batch size: 97, lr: 7.73e-04
2022-08-21 20:41:47,998 INFO [train.py:927] (6/8) Epoch 3, batch 20950, giga_loss[loss=0.2852, simple_loss=0.3436, pruned_loss=0.1134, over 12458.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03456, over 105.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3256, pruned_loss=0.08732, over 2470864.58 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06535, over 17496.88 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3348, pruned_loss=0.1008, over 2467101.11 frames. utt_duration=1222 frames, utt_pad_proportion=0.065, over 8083.90 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3244, pruned_loss=0.08564, over 2471555.12 frames. utt_duration=533.6 frames, utt_pad_proportion=0.065, over 18580.89 utterances.], batch size: 105, lr: 7.73e-04
2022-08-21 20:43:33,040 INFO [train.py:927] (6/8) Epoch 3, batch 21000, giga_loss[loss=0.2369, simple_loss=0.3123, pruned_loss=0.08072, over 12198.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04137, over 28.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3264, pruned_loss=0.08923, over 2471753.81 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06336, over 17568.09 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3345, pruned_loss=0.1007, over 2466993.48 frames. utt_duration=1223 frames, utt_pad_proportion=0.06412, over 8076.32 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3255, pruned_loss=0.0877, over 2472454.36 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06351, over 18595.05 utterances.], batch size: 28, lr: 7.72e-04
2022-08-21 20:43:33,042 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 20:43:46,523 INFO [train.py:967] (6/8) Epoch 3, validation: loss=0.2016, simple_loss=0.3066, pruned_loss=0.04835, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 20:45:28,205 INFO [train.py:927] (6/8) Epoch 3, batch 21050, giga_loss[loss=0.2912, simple_loss=0.3443, pruned_loss=0.119, over 12353.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3259, pruned_loss=0.09002, over 2472813.46 frames. utt_duration=541.7 frames, utt_pad_proportion=0.06804, over 18309.32 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3345, pruned_loss=0.1009, over 2467745.52 frames. utt_duration=1223 frames, utt_pad_proportion=0.06271, over 8080.76 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3249, pruned_loss=0.08828, over 2472821.27 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06842, over 19461.51 utterances.], batch size: 369, lr: 7.72e-04
2022-08-21 20:47:14,417 INFO [train.py:927] (6/8) Epoch 3, batch 21100, giga_loss[loss=0.2377, simple_loss=0.314, pruned_loss=0.08075, over 12384.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.03484, over 80.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3265, pruned_loss=0.09043, over 2472572.72 frames. utt_duration=544 frames, utt_pad_proportion=0.06642, over 18229.57 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3349, pruned_loss=0.1009, over 2467590.53 frames. utt_duration=1229 frames, utt_pad_proportion=0.0611, over 8039.41 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3251, pruned_loss=0.08863, over 2472898.72 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06742, over 19510.93 utterances.], batch size: 80, lr: 7.72e-04
2022-08-21 20:48:58,658 INFO [train.py:927] (6/8) Epoch 3, batch 21150, giga_loss[loss=0.1953, simple_loss=0.2744, pruned_loss=0.05807, over 12397.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02599, over 91.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3233, pruned_loss=0.08889, over 2473599.40 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06767, over 18525.88 utterances.], libri_tot_loss[loss=0.2679, simple_loss=0.3343, pruned_loss=0.1007, over 2467890.13 frames. utt_duration=1235 frames, utt_pad_proportion=0.06001, over 8000.88 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3224, pruned_loss=0.08735, over 2473709.63 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06886, over 19829.35 utterances.], batch size: 91, lr: 7.72e-04
2022-08-21 20:50:44,214 INFO [train.py:927] (6/8) Epoch 3, batch 21200, giga_loss[loss=0.1986, simple_loss=0.276, pruned_loss=0.0606, over 12404.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.0457, over 34.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3171, pruned_loss=0.08531, over 2473715.65 frames. utt_duration=535.5 frames, utt_pad_proportion=0.06334, over 18529.21 utterances.], libri_tot_loss[loss=0.2676, simple_loss=0.3341, pruned_loss=0.1006, over 2468087.72 frames. utt_duration=1238 frames, utt_pad_proportion=0.05909, over 7982.95 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3164, pruned_loss=0.08401, over 2473726.66 frames. utt_duration=502.2 frames, utt_pad_proportion=0.0649, over 19761.68 utterances.], batch size: 34, lr: 7.71e-04
2022-08-21 20:52:36,860 INFO [train.py:927] (6/8) Epoch 3, batch 21250, giga_loss[loss=0.2172, simple_loss=0.2997, pruned_loss=0.06736, over 12410.00 frames. utt_duration=710.6 frames, utt_pad_proportion=0.02518, over 70.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3148, pruned_loss=0.08357, over 2472934.88 frames. utt_duration=531.2 frames, utt_pad_proportion=0.0662, over 18674.71 utterances.], libri_tot_loss[loss=0.267, simple_loss=0.3336, pruned_loss=0.1002, over 2467854.74 frames. utt_duration=1245 frames, utt_pad_proportion=0.05836, over 7940.63 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3144, pruned_loss=0.08263, over 2473258.91 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06759, over 19889.23 utterances.], batch size: 70, lr: 7.71e-04
2022-08-21 20:54:18,873 INFO [train.py:927] (6/8) Epoch 3, batch 21300, libri_loss[loss=0.2593, simple_loss=0.3133, pruned_loss=0.1027, over 12412.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005383, over 31.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3145, pruned_loss=0.08324, over 2473165.57 frames. utt_duration=555.4 frames, utt_pad_proportion=0.06105, over 17860.20 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3348, pruned_loss=0.1009, over 2468312.83 frames. utt_duration=1246 frames, utt_pad_proportion=0.05719, over 7932.67 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3124, pruned_loss=0.08122, over 2473233.29 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06308, over 19275.45 utterances.], batch size: 31, lr: 7.71e-04
2022-08-21 20:56:00,382 INFO [train.py:927] (6/8) Epoch 3, batch 21350, giga_loss[loss=0.2093, simple_loss=0.2898, pruned_loss=0.06443, over 12331.00 frames. utt_duration=748.6 frames, utt_pad_proportion=0.03158, over 66.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3111, pruned_loss=0.0819, over 2473544.62 frames. utt_duration=568.7 frames, utt_pad_proportion=0.05985, over 17442.34 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.335, pruned_loss=0.1013, over 2468486.32 frames. utt_duration=1250 frames, utt_pad_proportion=0.05607, over 7909.60 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3088, pruned_loss=0.0795, over 2473543.22 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06203, over 18802.69 utterances.], batch size: 66, lr: 7.71e-04
2022-08-21 20:57:43,746 INFO [train.py:927] (6/8) Epoch 3, batch 21400, giga_loss[loss=0.2309, simple_loss=0.2968, pruned_loss=0.08245, over 12345.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03231, over 51.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3076, pruned_loss=0.08047, over 2473163.77 frames. utt_duration=590.5 frames, utt_pad_proportion=0.05888, over 16794.69 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3346, pruned_loss=0.1011, over 2468401.97 frames. utt_duration=1249 frames, utt_pad_proportion=0.05558, over 7915.01 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3052, pruned_loss=0.07799, over 2473409.59 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06097, over 18212.89 utterances.], batch size: 51, lr: 7.70e-04
2022-08-21 20:59:24,627 INFO [train.py:927] (6/8) Epoch 3, batch 21450, giga_loss[loss=0.2356, simple_loss=0.2962, pruned_loss=0.08747, over 12277.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.0286, over 45.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3045, pruned_loss=0.07943, over 2472774.93 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06273, over 17055.87 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3338, pruned_loss=0.1006, over 2467877.87 frames. utt_duration=1252 frames, utt_pad_proportion=0.05534, over 7893.33 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3024, pruned_loss=0.07726, over 2473572.08 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06435, over 18506.25 utterances.], batch size: 45, lr: 7.70e-04
2022-08-21 21:01:07,038 INFO [train.py:927] (6/8) Epoch 3, batch 21500, giga_loss[loss=0.1858, simple_loss=0.266, pruned_loss=0.05282, over 12312.00 frames. utt_duration=1591 frames, utt_pad_proportion=0.04817, over 31.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3014, pruned_loss=0.07751, over 2473910.03 frames. utt_duration=597 frames, utt_pad_proportion=0.05785, over 16616.38 utterances.], libri_tot_loss[loss=0.2677, simple_loss=0.3342, pruned_loss=0.1006, over 2468079.17 frames. utt_duration=1256 frames, utt_pad_proportion=0.05437, over 7870.13 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.2986, pruned_loss=0.07522, over 2474482.11 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05995, over 17997.47 utterances.], batch size: 31, lr: 7.70e-04
2022-08-21 21:02:49,420 INFO [train.py:927] (6/8) Epoch 3, batch 21550, libri_loss[loss=0.2237, simple_loss=0.2937, pruned_loss=0.07682, over 12288.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.0102, over 28.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3005, pruned_loss=0.0769, over 2473576.11 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05544, over 16735.06 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3346, pruned_loss=0.1007, over 2467930.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.05344, over 7837.66 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.2971, pruned_loss=0.07447, over 2474294.04 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05766, over 18069.03 utterances.], batch size: 28, lr: 7.70e-04
2022-08-21 21:04:35,683 INFO [train.py:927] (6/8) Epoch 3, batch 21600, giga_loss[loss=0.2824, simple_loss=0.3513, pruned_loss=0.1067, over 12378.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04135, over 133.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3036, pruned_loss=0.07923, over 2473974.90 frames. utt_duration=582 frames, utt_pad_proportion=0.05929, over 17046.30 utterances.], libri_tot_loss[loss=0.2682, simple_loss=0.3349, pruned_loss=0.1007, over 2468034.75 frames. utt_duration=1257 frames, utt_pad_proportion=0.05335, over 7862.35 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3, pruned_loss=0.07673, over 2474608.98 frames. utt_duration=542.6 frames, utt_pad_proportion=0.0609, over 18291.56 utterances.], batch size: 133, lr: 7.69e-04
2022-08-21 21:06:18,747 INFO [train.py:927] (6/8) Epoch 3, batch 21650, giga_loss[loss=0.2624, simple_loss=0.342, pruned_loss=0.09139, over 12436.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05361, over 162.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3112, pruned_loss=0.08424, over 2473706.67 frames. utt_duration=546 frames, utt_pad_proportion=0.06405, over 18170.62 utterances.], libri_tot_loss[loss=0.268, simple_loss=0.3347, pruned_loss=0.1007, over 2467919.21 frames. utt_duration=1259 frames, utt_pad_proportion=0.05298, over 7847.76 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3083, pruned_loss=0.08219, over 2474375.08 frames. utt_duration=515.2 frames, utt_pad_proportion=0.0652, over 19266.25 utterances.], batch size: 162, lr: 7.69e-04
2022-08-21 21:08:01,748 INFO [train.py:927] (6/8) Epoch 3, batch 21700, giga_loss[loss=0.3006, simple_loss=0.3589, pruned_loss=0.1211, over 12415.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.0722, over 212.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3171, pruned_loss=0.08661, over 2473686.93 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06948, over 18990.05 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3348, pruned_loss=0.1008, over 2467756.34 frames. utt_duration=1262 frames, utt_pad_proportion=0.0524, over 7834.08 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3143, pruned_loss=0.08462, over 2474445.77 frames. utt_duration=496.1 frames, utt_pad_proportion=0.07036, over 20012.72 utterances.], batch size: 212, lr: 7.69e-04
2022-08-21 21:09:44,723 INFO [train.py:927] (6/8) Epoch 3, batch 21750, giga_loss[loss=0.2445, simple_loss=0.3311, pruned_loss=0.07891, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03675, over 113.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3233, pruned_loss=0.08951, over 2474144.93 frames. utt_duration=529.3 frames, utt_pad_proportion=0.06639, over 18748.44 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3352, pruned_loss=0.1012, over 2467788.22 frames. utt_duration=1266 frames, utt_pad_proportion=0.05098, over 7809.14 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3203, pruned_loss=0.08717, over 2474947.27 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06791, over 19942.22 utterances.], batch size: 113, lr: 7.69e-04
2022-08-21 21:11:26,789 INFO [train.py:927] (6/8) Epoch 3, batch 21800, giga_loss[loss=0.214, simple_loss=0.306, pruned_loss=0.061, over 12355.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.0293, over 62.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3215, pruned_loss=0.08684, over 2474182.19 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06444, over 18564.10 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3351, pruned_loss=0.1012, over 2467826.98 frames. utt_duration=1267 frames, utt_pad_proportion=0.05028, over 7798.00 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.319, pruned_loss=0.08473, over 2474895.70 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06609, over 19713.93 utterances.], batch size: 62, lr: 7.68e-04
2022-08-21 21:13:10,374 INFO [train.py:927] (6/8) Epoch 3, batch 21850, giga_loss[loss=0.2184, simple_loss=0.2987, pruned_loss=0.06906, over 12219.00 frames. utt_duration=1881 frames, utt_pad_proportion=0.05483, over 26.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3211, pruned_loss=0.08638, over 2473664.59 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06755, over 18754.05 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3354, pruned_loss=0.1016, over 2467585.86 frames. utt_duration=1257 frames, utt_pad_proportion=0.05422, over 7862.19 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3186, pruned_loss=0.08406, over 2474559.46 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06743, over 19806.57 utterances.], batch size: 26, lr: 7.68e-04
2022-08-21 21:14:55,140 INFO [train.py:927] (6/8) Epoch 3, batch 21900, giga_loss[loss=0.2851, simple_loss=0.3456, pruned_loss=0.1123, over 12459.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03434, over 98.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3231, pruned_loss=0.08774, over 2474000.66 frames. utt_duration=529.4 frames, utt_pad_proportion=0.07219, over 18744.18 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3352, pruned_loss=0.1017, over 2467735.20 frames. utt_duration=1236 frames, utt_pad_proportion=0.06243, over 7997.97 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3208, pruned_loss=0.08533, over 2474807.85 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06907, over 19823.96 utterances.], batch size: 98, lr: 7.68e-04
2022-08-21 21:16:40,241 INFO [train.py:927] (6/8) Epoch 3, batch 21950, giga_loss[loss=0.2466, simple_loss=0.3215, pruned_loss=0.0859, over 12406.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04351, over 146.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3246, pruned_loss=0.08894, over 2473818.20 frames. utt_duration=538.4 frames, utt_pad_proportion=0.07018, over 18430.98 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3352, pruned_loss=0.1015, over 2468089.06 frames. utt_duration=1239 frames, utt_pad_proportion=0.0613, over 7977.12 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3225, pruned_loss=0.08692, over 2474291.19 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06821, over 19542.68 utterances.], batch size: 146, lr: 7.68e-04
2022-08-21 21:18:22,788 INFO [train.py:927] (6/8) Epoch 3, batch 22000, giga_loss[loss=0.2484, simple_loss=0.3235, pruned_loss=0.0866, over 12363.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03185, over 51.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3257, pruned_loss=0.0897, over 2474207.16 frames. utt_duration=544.8 frames, utt_pad_proportion=0.0677, over 18216.97 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3356, pruned_loss=0.1015, over 2467935.23 frames. utt_duration=1242 frames, utt_pad_proportion=0.06088, over 7959.39 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3235, pruned_loss=0.08803, over 2474777.94 frames. utt_duration=516.9 frames, utt_pad_proportion=0.06644, over 19206.71 utterances.], batch size: 51, lr: 7.67e-04
2022-08-21 21:20:04,889 INFO [train.py:927] (6/8) Epoch 3, batch 22050, giga_loss[loss=0.2766, simple_loss=0.3407, pruned_loss=0.1062, over 12431.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.0611, over 183.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3268, pruned_loss=0.08967, over 2474250.15 frames. utt_duration=561.4 frames, utt_pad_proportion=0.06197, over 17674.75 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3354, pruned_loss=0.1014, over 2468151.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.05975, over 7934.62 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3251, pruned_loss=0.0881, over 2474654.77 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06169, over 18711.36 utterances.], batch size: 183, lr: 7.67e-04
2022-08-21 21:21:48,010 INFO [train.py:927] (6/8) Epoch 3, batch 22100, giga_loss[loss=0.2246, simple_loss=0.3118, pruned_loss=0.06876, over 12128.00 frames. utt_duration=1471 frames, utt_pad_proportion=0.04274, over 33.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3276, pruned_loss=0.09031, over 2473446.50 frames. utt_duration=574.9 frames, utt_pad_proportion=0.0665, over 17255.17 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.335, pruned_loss=0.1015, over 2467828.69 frames. utt_duration=1242 frames, utt_pad_proportion=0.0627, over 7960.74 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3262, pruned_loss=0.0884, over 2474341.84 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06478, over 18548.20 utterances.], batch size: 33, lr: 7.67e-04
2022-08-21 21:23:31,251 INFO [train.py:927] (6/8) Epoch 3, batch 22150, giga_loss[loss=0.2704, simple_loss=0.3367, pruned_loss=0.1021, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03249, over 80.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3258, pruned_loss=0.08929, over 2473116.87 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06749, over 16783.12 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3348, pruned_loss=0.1014, over 2467569.10 frames. utt_duration=1245 frames, utt_pad_proportion=0.06175, over 7936.72 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3246, pruned_loss=0.08766, over 2474175.75 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06641, over 17992.60 utterances.], batch size: 80, lr: 7.67e-04
2022-08-21 21:25:15,275 INFO [train.py:927] (6/8) Epoch 3, batch 22200, giga_loss[loss=0.2695, simple_loss=0.3378, pruned_loss=0.1006, over 12441.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.03133, over 80.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.325, pruned_loss=0.08888, over 2472921.13 frames. utt_duration=628.5 frames, utt_pad_proportion=0.06196, over 15777.05 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3348, pruned_loss=0.1013, over 2467558.83 frames. utt_duration=1245 frames, utt_pad_proportion=0.06135, over 7934.86 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.324, pruned_loss=0.08746, over 2473868.10 frames. utt_duration=587.4 frames, utt_pad_proportion=0.06158, over 16890.49 utterances.], batch size: 80, lr: 7.66e-04
2022-08-21 21:26:56,232 INFO [train.py:927] (6/8) Epoch 3, batch 22250, giga_loss[loss=0.2667, simple_loss=0.3267, pruned_loss=0.1034, over 12350.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2122, over 373.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3279, pruned_loss=0.09008, over 2473141.85 frames. utt_duration=626.5 frames, utt_pad_proportion=0.06472, over 15828.92 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3372, pruned_loss=0.102, over 2467773.34 frames. utt_duration=1245 frames, utt_pad_proportion=0.06036, over 7935.15 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3247, pruned_loss=0.08784, over 2473923.49 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06466, over 17004.54 utterances.], batch size: 373, lr: 7.66e-04
2022-08-21 21:28:37,273 INFO [train.py:927] (6/8) Epoch 3, batch 22300, libri_loss[loss=0.2331, simple_loss=0.3068, pruned_loss=0.0797, over 12379.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007032, over 34.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3277, pruned_loss=0.08932, over 2472299.20 frames. utt_duration=629.2 frames, utt_pad_proportion=0.0601, over 15756.02 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3371, pruned_loss=0.1019, over 2467642.05 frames. utt_duration=1250 frames, utt_pad_proportion=0.05835, over 7904.45 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3248, pruned_loss=0.08716, over 2473289.92 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06125, over 17063.06 utterances.], batch size: 34, lr: 7.66e-04
2022-08-21 21:30:19,843 INFO [train.py:927] (6/8) Epoch 3, batch 22350, giga_loss[loss=0.2222, simple_loss=0.3058, pruned_loss=0.06929, over 12321.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.05144, over 26.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3264, pruned_loss=0.08906, over 2471752.80 frames. utt_duration=635.3 frames, utt_pad_proportion=0.05998, over 15599.12 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.337, pruned_loss=0.1018, over 2467808.32 frames. utt_duration=1252 frames, utt_pad_proportion=0.05748, over 7894.46 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3241, pruned_loss=0.08716, over 2472482.84 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06127, over 16779.20 utterances.], batch size: 26, lr: 7.65e-04
2022-08-21 21:32:03,148 INFO [train.py:927] (6/8) Epoch 3, batch 22400, libri_loss[loss=0.2892, simple_loss=0.3567, pruned_loss=0.1109, over 12487.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006636, over 36.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3236, pruned_loss=0.08761, over 2471255.14 frames. utt_duration=630.2 frames, utt_pad_proportion=0.06015, over 15723.01 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3369, pruned_loss=0.1021, over 2468236.64 frames. utt_duration=1251 frames, utt_pad_proportion=0.05718, over 7902.69 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3214, pruned_loss=0.0855, over 2471537.72 frames. utt_duration=587.5 frames, utt_pad_proportion=0.06129, over 16870.05 utterances.], batch size: 36, lr: 7.65e-04
2022-08-21 21:33:44,695 INFO [train.py:927] (6/8) Epoch 3, batch 22450, giga_loss[loss=0.2351, simple_loss=0.3096, pruned_loss=0.08027, over 12344.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03294, over 51.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3206, pruned_loss=0.08633, over 2471111.04 frames. utt_duration=665.2 frames, utt_pad_proportion=0.05576, over 14893.00 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3363, pruned_loss=0.1018, over 2468105.06 frames. utt_duration=1257 frames, utt_pad_proportion=0.05593, over 7862.16 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3189, pruned_loss=0.08445, over 2471558.96 frames. utt_duration=617.5 frames, utt_pad_proportion=0.05757, over 16050.09 utterances.], batch size: 51, lr: 7.65e-04
2022-08-21 21:35:28,096 INFO [train.py:927] (6/8) Epoch 3, batch 22500, giga_loss[loss=0.2093, simple_loss=0.2809, pruned_loss=0.06879, over 12423.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0351, over 40.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3176, pruned_loss=0.08534, over 2471700.23 frames. utt_duration=646.8 frames, utt_pad_proportion=0.05633, over 15321.73 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3364, pruned_loss=0.1019, over 2468210.54 frames. utt_duration=1257 frames, utt_pad_proportion=0.05572, over 7862.85 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3161, pruned_loss=0.08372, over 2471974.22 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05779, over 16256.03 utterances.], batch size: 40, lr: 7.65e-04
2022-08-21 21:37:09,248 INFO [train.py:927] (6/8) Epoch 3, batch 22550, giga_loss[loss=0.2242, simple_loss=0.3033, pruned_loss=0.07252, over 12366.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04065, over 113.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3146, pruned_loss=0.08391, over 2471190.58 frames. utt_duration=648.5 frames, utt_pad_proportion=0.05197, over 15277.00 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3368, pruned_loss=0.102, over 2468106.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.05513, over 7842.05 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3129, pruned_loss=0.08237, over 2471518.21 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05359, over 16130.11 utterances.], batch size: 113, lr: 7.64e-04
2022-08-21 21:38:47,144 INFO [train.py:927] (6/8) Epoch 3, batch 22600, giga_loss[loss=0.2386, simple_loss=0.3072, pruned_loss=0.08498, over 12468.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04252, over 31.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3132, pruned_loss=0.08269, over 2472214.86 frames. utt_duration=659.6 frames, utt_pad_proportion=0.05061, over 15025.84 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.3366, pruned_loss=0.1018, over 2468250.06 frames. utt_duration=1248 frames, utt_pad_proportion=0.05864, over 7921.97 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3113, pruned_loss=0.08098, over 2472466.39 frames. utt_duration=623.6 frames, utt_pad_proportion=0.05051, over 15897.67 utterances.], batch size: 31, lr: 7.64e-04
2022-08-21 21:40:27,362 INFO [train.py:927] (6/8) Epoch 3, batch 22650, giga_loss[loss=0.2886, simple_loss=0.3453, pruned_loss=0.116, over 12341.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1892, over 362.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3145, pruned_loss=0.0827, over 2472885.51 frames. utt_duration=637.6 frames, utt_pad_proportion=0.05172, over 15549.75 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3362, pruned_loss=0.1015, over 2468336.06 frames. utt_duration=1250 frames, utt_pad_proportion=0.05749, over 7908.38 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3126, pruned_loss=0.08104, over 2473115.60 frames. utt_duration=602.4 frames, utt_pad_proportion=0.05194, over 16462.32 utterances.], batch size: 362, lr: 7.64e-04
2022-08-21 21:42:08,409 INFO [train.py:927] (6/8) Epoch 3, batch 22700, giga_loss[loss=0.1945, simple_loss=0.2728, pruned_loss=0.05812, over 12410.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03995, over 37.00 utterances.], tot_loss[loss=0.24, simple_loss=0.315, pruned_loss=0.08248, over 2473624.05 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05884, over 16965.99 utterances.], libri_tot_loss[loss=0.2693, simple_loss=0.3359, pruned_loss=0.1013, over 2467990.32 frames. utt_duration=1251 frames, utt_pad_proportion=0.05718, over 7899.70 utterances.], giga_tot_loss[loss=0.2379, simple_loss=0.3136, pruned_loss=0.08108, over 2474178.89 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05883, over 17807.65 utterances.], batch size: 37, lr: 7.64e-04
2022-08-21 21:43:48,018 INFO [train.py:927] (6/8) Epoch 3, batch 22750, giga_loss[loss=0.2199, simple_loss=0.2969, pruned_loss=0.07141, over 12359.00 frames. utt_duration=971 frames, utt_pad_proportion=0.03283, over 51.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3168, pruned_loss=0.08328, over 2474488.49 frames. utt_duration=569.1 frames, utt_pad_proportion=0.06315, over 17438.72 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3372, pruned_loss=0.1019, over 2468458.21 frames. utt_duration=1242 frames, utt_pad_proportion=0.0601, over 7959.96 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3139, pruned_loss=0.08123, over 2474641.68 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06185, over 18274.71 utterances.], batch size: 51, lr: 7.63e-04
2022-08-21 21:45:29,425 INFO [train.py:927] (6/8) Epoch 3, batch 22800, giga_loss[loss=0.1965, simple_loss=0.2756, pruned_loss=0.05873, over 12457.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03572, over 43.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3169, pruned_loss=0.08345, over 2474465.27 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05981, over 17547.41 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3369, pruned_loss=0.1018, over 2468639.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.05953, over 7949.69 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3145, pruned_loss=0.08158, over 2474531.18 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05916, over 18392.32 utterances.], batch size: 43, lr: 7.63e-04
2022-08-21 21:47:11,504 INFO [train.py:927] (6/8) Epoch 3, batch 22850, giga_loss[loss=0.2208, simple_loss=0.2975, pruned_loss=0.07209, over 12304.00 frames. utt_duration=1026 frames, utt_pad_proportion=0.0316, over 48.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3189, pruned_loss=0.08466, over 2473552.26 frames. utt_duration=568.3 frames, utt_pad_proportion=0.0613, over 17455.73 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3367, pruned_loss=0.102, over 2468635.15 frames. utt_duration=1234 frames, utt_pad_proportion=0.06284, over 8014.42 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3166, pruned_loss=0.08246, over 2473760.04 frames. utt_duration=540.4 frames, utt_pad_proportion=0.05931, over 18361.89 utterances.], batch size: 48, lr: 7.63e-04
2022-08-21 21:48:51,505 INFO [train.py:927] (6/8) Epoch 3, batch 22900, giga_loss[loss=0.2403, simple_loss=0.3072, pruned_loss=0.0867, over 12321.00 frames. utt_duration=1451 frames, utt_pad_proportion=0.04845, over 34.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3189, pruned_loss=0.08412, over 2472755.19 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06021, over 16790.26 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3366, pruned_loss=0.1019, over 2468568.93 frames. utt_duration=1232 frames, utt_pad_proportion=0.06267, over 8026.11 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3168, pruned_loss=0.08202, over 2473102.77 frames. utt_duration=560.1 frames, utt_pad_proportion=0.05865, over 17710.11 utterances.], batch size: 34, lr: 7.63e-04
2022-08-21 21:50:34,060 INFO [train.py:927] (6/8) Epoch 3, batch 22950, giga_loss[loss=0.2248, simple_loss=0.2995, pruned_loss=0.07501, over 12438.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02164, over 48.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3204, pruned_loss=0.08526, over 2472966.39 frames. utt_duration=596.4 frames, utt_pad_proportion=0.06151, over 16627.34 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3366, pruned_loss=0.102, over 2469008.04 frames. utt_duration=1218 frames, utt_pad_proportion=0.06586, over 8117.29 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.318, pruned_loss=0.08283, over 2472992.51 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05877, over 17602.02 utterances.], batch size: 48, lr: 7.62e-04
2022-08-21 21:52:16,182 INFO [train.py:927] (6/8) Epoch 3, batch 23000, giga_loss[loss=0.1826, simple_loss=0.2614, pruned_loss=0.05193, over 12478.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04086, over 31.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3179, pruned_loss=0.08431, over 2472991.59 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06335, over 16746.87 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3358, pruned_loss=0.1015, over 2468591.98 frames. utt_duration=1225 frames, utt_pad_proportion=0.06449, over 8067.42 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3163, pruned_loss=0.08233, over 2473466.07 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06157, over 17786.13 utterances.], batch size: 31, lr: 7.62e-04
2022-08-21 21:53:55,749 INFO [train.py:927] (6/8) Epoch 3, batch 23050, giga_loss[loss=0.2528, simple_loss=0.3173, pruned_loss=0.09419, over 12339.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1892, over 362.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3142, pruned_loss=0.08216, over 2472892.54 frames. utt_duration=616.5 frames, utt_pad_proportion=0.06225, over 16082.78 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3351, pruned_loss=0.1011, over 2468808.18 frames. utt_duration=1233 frames, utt_pad_proportion=0.06314, over 8018.90 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.313, pruned_loss=0.08051, over 2473222.31 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06135, over 17179.79 utterances.], batch size: 362, lr: 7.62e-04
2022-08-21 21:55:35,496 INFO [train.py:927] (6/8) Epoch 3, batch 23100, giga_loss[loss=0.2443, simple_loss=0.3264, pruned_loss=0.0811, over 12463.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03473, over 86.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3152, pruned_loss=0.08185, over 2472497.90 frames. utt_duration=605.6 frames, utt_pad_proportion=0.05854, over 16371.90 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3354, pruned_loss=0.1015, over 2468965.29 frames. utt_duration=1234 frames, utt_pad_proportion=0.06239, over 8012.66 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.07991, over 2472662.09 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05833, over 17357.04 utterances.], batch size: 86, lr: 7.62e-04
2022-08-21 21:57:16,298 INFO [train.py:927] (6/8) Epoch 3, batch 23150, giga_loss[loss=0.2319, simple_loss=0.3003, pruned_loss=0.08174, over 12412.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04289, over 31.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3162, pruned_loss=0.08295, over 2472721.45 frames. utt_duration=571.6 frames, utt_pad_proportion=0.06125, over 17350.13 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3356, pruned_loss=0.1016, over 2468673.47 frames. utt_duration=1237 frames, utt_pad_proportion=0.06196, over 7994.57 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3146, pruned_loss=0.0812, over 2473159.49 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06115, over 18229.55 utterances.], batch size: 31, lr: 7.61e-04
2022-08-21 21:58:57,081 INFO [train.py:927] (6/8) Epoch 3, batch 23200, giga_loss[loss=0.2068, simple_loss=0.2865, pruned_loss=0.06357, over 12369.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02776, over 91.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3141, pruned_loss=0.08298, over 2473340.92 frames. utt_duration=574.8 frames, utt_pad_proportion=0.05901, over 17255.79 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.335, pruned_loss=0.1011, over 2468488.47 frames. utt_duration=1243 frames, utt_pad_proportion=0.06087, over 7954.15 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.313, pruned_loss=0.08154, over 2473947.58 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05948, over 18205.74 utterances.], batch size: 91, lr: 7.61e-04
2022-08-21 22:00:45,036 INFO [train.py:927] (6/8) Epoch 3, batch 23250, giga_loss[loss=0.2389, simple_loss=0.3008, pruned_loss=0.08853, over 12435.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03191, over 80.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3138, pruned_loss=0.08357, over 2473057.22 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05586, over 17453.11 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.335, pruned_loss=0.1012, over 2468427.98 frames. utt_duration=1246 frames, utt_pad_proportion=0.0599, over 7935.20 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3125, pruned_loss=0.08206, over 2473697.71 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05673, over 18400.50 utterances.], batch size: 80, lr: 7.61e-04
2022-08-21 22:02:26,103 INFO [train.py:927] (6/8) Epoch 3, batch 23300, giga_loss[loss=0.1652, simple_loss=0.2436, pruned_loss=0.04339, over 12466.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04184, over 31.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3107, pruned_loss=0.08205, over 2473534.68 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05404, over 17279.56 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.335, pruned_loss=0.101, over 2468337.23 frames. utt_duration=1244 frames, utt_pad_proportion=0.06014, over 7944.52 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3092, pruned_loss=0.0806, over 2474256.05 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05468, over 18255.42 utterances.], batch size: 31, lr: 7.61e-04
2022-08-21 22:04:07,804 INFO [train.py:927] (6/8) Epoch 3, batch 23350, giga_loss[loss=0.2155, simple_loss=0.2967, pruned_loss=0.06715, over 12446.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03193, over 75.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3101, pruned_loss=0.08199, over 2473853.81 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05629, over 17765.55 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3357, pruned_loss=0.1012, over 2468433.35 frames. utt_duration=1236 frames, utt_pad_proportion=0.0631, over 8000.52 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3075, pruned_loss=0.08004, over 2474515.83 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05538, over 18801.94 utterances.], batch size: 75, lr: 7.60e-04
2022-08-21 22:05:48,100 INFO [train.py:927] (6/8) Epoch 3, batch 23400, giga_loss[loss=0.2382, simple_loss=0.3181, pruned_loss=0.07913, over 12422.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.02416, over 70.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3103, pruned_loss=0.08148, over 2473655.60 frames. utt_duration=573.4 frames, utt_pad_proportion=0.05282, over 17300.86 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3354, pruned_loss=0.1012, over 2468101.16 frames. utt_duration=1237 frames, utt_pad_proportion=0.06256, over 7987.59 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3081, pruned_loss=0.07972, over 2474555.82 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05242, over 18259.46 utterances.], batch size: 70, lr: 7.60e-04
2022-08-21 22:07:29,390 INFO [train.py:927] (6/8) Epoch 3, batch 23450, giga_loss[loss=0.1996, simple_loss=0.2788, pruned_loss=0.06018, over 12480.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04118, over 31.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3124, pruned_loss=0.08213, over 2473906.99 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05322, over 16941.95 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3358, pruned_loss=0.1016, over 2468412.08 frames. utt_duration=1225 frames, utt_pad_proportion=0.0675, over 8066.96 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3098, pruned_loss=0.07998, over 2474438.49 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05056, over 17796.04 utterances.], batch size: 31, lr: 7.60e-04
2022-08-21 22:09:12,140 INFO [train.py:927] (6/8) Epoch 3, batch 23500, giga_loss[loss=0.2262, simple_loss=0.3069, pruned_loss=0.0727, over 12412.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03404, over 75.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3155, pruned_loss=0.08353, over 2473156.31 frames. utt_duration=570.6 frames, utt_pad_proportion=0.0587, over 17383.52 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.336, pruned_loss=0.1016, over 2468344.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06669, over 8059.01 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3131, pruned_loss=0.08157, over 2473698.36 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05671, over 18188.69 utterances.], batch size: 75, lr: 7.60e-04
2022-08-21 22:11:01,157 INFO [train.py:927] (6/8) Epoch 3, batch 23550, giga_loss[loss=0.2408, simple_loss=0.3219, pruned_loss=0.07984, over 12332.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3247, pruned_loss=0.09168, over 2473186.96 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06362, over 18600.67 utterances.], libri_tot_loss[loss=0.2687, simple_loss=0.3353, pruned_loss=0.101, over 2468208.00 frames. utt_duration=1235 frames, utt_pad_proportion=0.06482, over 8001.65 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3228, pruned_loss=0.09009, over 2473930.22 frames. utt_duration=505 frames, utt_pad_proportion=0.06255, over 19652.10 utterances.], batch size: 58, lr: 7.59e-04
2022-08-21 22:12:43,952 INFO [train.py:927] (6/8) Epoch 3, batch 23600, giga_loss[loss=0.3687, simple_loss=0.3903, pruned_loss=0.1735, over 12353.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.208, over 371.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3314, pruned_loss=0.09685, over 2473825.33 frames. utt_duration=519.8 frames, utt_pad_proportion=0.06815, over 19092.33 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3347, pruned_loss=0.1007, over 2468338.76 frames. utt_duration=1240 frames, utt_pad_proportion=0.06363, over 7973.04 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3301, pruned_loss=0.09564, over 2474441.75 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06745, over 20249.35 utterances.], batch size: 371, lr: 7.59e-04
2022-08-21 22:14:30,814 INFO [train.py:927] (6/8) Epoch 3, batch 23650, giga_loss[loss=0.2747, simple_loss=0.344, pruned_loss=0.1027, over 12300.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03683, over 51.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.34, pruned_loss=0.1043, over 2473385.48 frames. utt_duration=494.4 frames, utt_pad_proportion=0.0725, over 20071.29 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3346, pruned_loss=0.1008, over 2468061.58 frames. utt_duration=1244 frames, utt_pad_proportion=0.06276, over 7943.78 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3391, pruned_loss=0.1032, over 2474190.52 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07205, over 21195.42 utterances.], batch size: 51, lr: 7.59e-04
2022-08-21 22:16:16,649 INFO [train.py:927] (6/8) Epoch 3, batch 23700, giga_loss[loss=0.4176, simple_loss=0.4304, pruned_loss=0.2024, over 12396.00 frames. utt_duration=191.5 frames, utt_pad_proportion=0.1133, over 261.00 utterances.], tot_loss[loss=0.2822, simple_loss=0.3457, pruned_loss=0.1094, over 2473461.65 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07649, over 21311.67 utterances.], libri_tot_loss[loss=0.2681, simple_loss=0.3346, pruned_loss=0.1008, over 2467889.46 frames. utt_duration=1249 frames, utt_pad_proportion=0.06186, over 7915.14 utterances.], giga_tot_loss[loss=0.2811, simple_loss=0.3451, pruned_loss=0.1086, over 2474334.63 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07625, over 22428.19 utterances.], batch size: 261, lr: 7.59e-04
2022-08-21 22:18:02,337 INFO [train.py:927] (6/8) Epoch 3, batch 23750, giga_loss[loss=0.3992, simple_loss=0.4191, pruned_loss=0.1896, over 12370.00 frames. utt_duration=131.9 frames, utt_pad_proportion=0.224, over 379.00 utterances.], tot_loss[loss=0.2874, simple_loss=0.3489, pruned_loss=0.1129, over 2473318.34 frames. utt_duration=450.7 frames, utt_pad_proportion=0.0844, over 22020.68 utterances.], libri_tot_loss[loss=0.2683, simple_loss=0.3347, pruned_loss=0.1009, over 2467912.74 frames. utt_duration=1239 frames, utt_pad_proportion=0.06533, over 7979.21 utterances.], giga_tot_loss[loss=0.2868, simple_loss=0.3486, pruned_loss=0.1125, over 2474148.58 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08291, over 23215.80 utterances.], batch size: 379, lr: 7.58e-04
2022-08-21 22:19:52,769 INFO [train.py:927] (6/8) Epoch 3, batch 23800, libri_loss[loss=0.2871, simple_loss=0.3502, pruned_loss=0.112, over 12259.00 frames. utt_duration=963 frames, utt_pad_proportion=0.06863, over 51.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.3536, pruned_loss=0.1165, over 2474104.75 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07892, over 21908.04 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3352, pruned_loss=0.1012, over 2467832.48 frames. utt_duration=1227 frames, utt_pad_proportion=0.06859, over 8055.40 utterances.], giga_tot_loss[loss=0.2929, simple_loss=0.3535, pruned_loss=0.1162, over 2475012.45 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07722, over 23172.62 utterances.], batch size: 51, lr: 7.58e-04
2022-08-21 22:21:41,826 INFO [train.py:927] (6/8) Epoch 3, batch 23850, giga_loss[loss=0.2613, simple_loss=0.3214, pruned_loss=0.1006, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0274, over 48.00 utterances.], tot_loss[loss=0.2933, simple_loss=0.353, pruned_loss=0.1168, over 2475044.25 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08, over 21570.19 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3356, pruned_loss=0.1017, over 2468078.33 frames. utt_duration=1215 frames, utt_pad_proportion=0.07139, over 8137.52 utterances.], giga_tot_loss[loss=0.2928, simple_loss=0.3528, pruned_loss=0.1164, over 2475663.89 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07785, over 22744.83 utterances.], batch size: 48, lr: 7.58e-04
2022-08-21 22:23:25,939 INFO [train.py:927] (6/8) Epoch 3, batch 23900, giga_loss[loss=0.2854, simple_loss=0.3542, pruned_loss=0.1083, over 12362.00 frames. utt_duration=854 frames, utt_pad_proportion=0.02955, over 58.00 utterances.], tot_loss[loss=0.2924, simple_loss=0.3527, pruned_loss=0.116, over 2475474.54 frames. utt_duration=458.8 frames, utt_pad_proportion=0.07997, over 21650.67 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3346, pruned_loss=0.1013, over 2468527.52 frames. utt_duration=1218 frames, utt_pad_proportion=0.06937, over 8114.58 utterances.], giga_tot_loss[loss=0.2939, simple_loss=0.3542, pruned_loss=0.1168, over 2475918.72 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07896, over 23220.93 utterances.], batch size: 58, lr: 7.58e-04
2022-08-21 22:25:11,937 INFO [train.py:927] (6/8) Epoch 3, batch 23950, giga_loss[loss=0.2494, simple_loss=0.3261, pruned_loss=0.08631, over 12440.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.04319, over 114.00 utterances.], tot_loss[loss=0.2965, simple_loss=0.3559, pruned_loss=0.1186, over 2475981.87 frames. utt_duration=427 frames, utt_pad_proportion=0.08575, over 23273.38 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3346, pruned_loss=0.1013, over 2468527.52 frames. utt_duration=1218 frames, utt_pad_proportion=0.06937, over 8114.58 utterances.], giga_tot_loss[loss=0.2976, simple_loss=0.357, pruned_loss=0.1191, over 2476327.58 frames. utt_duration=405.8 frames, utt_pad_proportion=0.08472, over 24495.53 utterances.], batch size: 114, lr: 7.58e-04
2022-08-21 22:27:01,471 INFO [train.py:927] (6/8) Epoch 3, batch 24000, giga_loss[loss=0.25, simple_loss=0.3322, pruned_loss=0.08393, over 12378.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03175, over 62.00 utterances.], tot_loss[loss=0.2939, simple_loss=0.3548, pruned_loss=0.1165, over 2475683.06 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08483, over 23096.90 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3346, pruned_loss=0.1013, over 2468432.63 frames. utt_duration=1214 frames, utt_pad_proportion=0.07194, over 8144.78 utterances.], giga_tot_loss[loss=0.2958, simple_loss=0.3565, pruned_loss=0.1175, over 2476300.78 frames. utt_duration=405.2 frames, utt_pad_proportion=0.08358, over 24533.95 utterances.], batch size: 62, lr: 7.57e-04
2022-08-21 22:27:01,473 INFO [train.py:958] (6/8) Computing validation loss
2022-08-21 22:27:15,514 INFO [train.py:967] (6/8) Epoch 3, validation: loss=0.1984, simple_loss=0.3059, pruned_loss=0.04552, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-21 22:29:01,571 INFO [train.py:927] (6/8) Epoch 3, batch 24050, giga_loss[loss=0.2627, simple_loss=0.3266, pruned_loss=0.09936, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04399, over 146.00 utterances.], tot_loss[loss=0.288, simple_loss=0.3507, pruned_loss=0.1126, over 2474716.71 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08171, over 22724.08 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3347, pruned_loss=0.1014, over 2468489.56 frames. utt_duration=1210 frames, utt_pad_proportion=0.07208, over 8167.22 utterances.], giga_tot_loss[loss=0.2895, simple_loss=0.3521, pruned_loss=0.1135, over 2475211.24 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08085, over 23959.09 utterances.], batch size: 146, lr: 7.57e-04
2022-08-21 22:30:46,263 INFO [train.py:927] (6/8) Epoch 3, batch 24100, giga_loss[loss=0.311, simple_loss=0.3709, pruned_loss=0.1256, over 12406.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03426, over 80.00 utterances.], tot_loss[loss=0.2846, simple_loss=0.3487, pruned_loss=0.1103, over 2474487.23 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07713, over 21694.46 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3346, pruned_loss=0.1011, over 2468600.65 frames. utt_duration=1215 frames, utt_pad_proportion=0.07102, over 8139.04 utterances.], giga_tot_loss[loss=0.2865, simple_loss=0.3502, pruned_loss=0.1114, over 2474891.30 frames. utt_duration=432.9 frames, utt_pad_proportion=0.07701, over 22947.19 utterances.], batch size: 80, lr: 7.57e-04
2022-08-21 22:32:44,610 INFO [train.py:927] (6/8) Epoch 3, batch 24150, giga_loss[loss=0.2801, simple_loss=0.3585, pruned_loss=0.1008, over 12390.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06527, over 183.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3474, pruned_loss=0.1084, over 2474756.37 frames. utt_duration=449.2 frames, utt_pad_proportion=0.08072, over 22108.99 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3349, pruned_loss=0.1013, over 2468710.77 frames. utt_duration=1217 frames, utt_pad_proportion=0.0702, over 8124.04 utterances.], giga_tot_loss[loss=0.2835, simple_loss=0.3485, pruned_loss=0.1092, over 2475054.27 frames. utt_duration=426.7 frames, utt_pad_proportion=0.08073, over 23282.06 utterances.], batch size: 183, lr: 7.57e-04
2022-08-21 22:34:30,203 INFO [train.py:927] (6/8) Epoch 3, batch 24200, giga_loss[loss=0.3182, simple_loss=0.3629, pruned_loss=0.1367, over 12401.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04019, over 40.00 utterances.], tot_loss[loss=0.2825, simple_loss=0.349, pruned_loss=0.1079, over 2475165.08 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08089, over 22536.45 utterances.], libri_tot_loss[loss=0.269, simple_loss=0.3352, pruned_loss=0.1014, over 2468802.95 frames. utt_duration=1219 frames, utt_pad_proportion=0.06966, over 8110.82 utterances.], giga_tot_loss[loss=0.2834, simple_loss=0.3497, pruned_loss=0.1085, over 2475381.37 frames. utt_duration=421 frames, utt_pad_proportion=0.08109, over 23601.77 utterances.], batch size: 40, lr: 7.56e-04
2022-08-21 22:36:18,635 INFO [train.py:927] (6/8) Epoch 3, batch 24250, giga_loss[loss=0.2649, simple_loss=0.3319, pruned_loss=0.09889, over 12420.00 frames. utt_duration=547.2 frames, utt_pad_proportion=0.02452, over 91.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.3488, pruned_loss=0.1074, over 2474587.09 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07685, over 21226.92 utterances.], libri_tot_loss[loss=0.2701, simple_loss=0.336, pruned_loss=0.1021, over 2468549.96 frames. utt_duration=1201 frames, utt_pad_proportion=0.07522, over 8232.35 utterances.], giga_tot_loss[loss=0.2819, simple_loss=0.349, pruned_loss=0.1074, over 2475190.89 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07533, over 22407.12 utterances.], batch size: 91, lr: 7.56e-04
2022-08-21 22:38:01,586 INFO [train.py:927] (6/8) Epoch 3, batch 24300, giga_loss[loss=0.308, simple_loss=0.3624, pruned_loss=0.1268, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04539, over 146.00 utterances.], tot_loss[loss=0.2793, simple_loss=0.3456, pruned_loss=0.1065, over 2473936.99 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07323, over 20902.88 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3352, pruned_loss=0.1018, over 2468144.31 frames. utt_duration=1209 frames, utt_pad_proportion=0.07276, over 8176.82 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.347, pruned_loss=0.107, over 2475036.90 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07303, over 22446.36 utterances.], batch size: 146, lr: 7.56e-04
2022-08-21 22:39:50,849 INFO [train.py:927] (6/8) Epoch 3, batch 24350, giga_loss[loss=0.2164, simple_loss=0.2949, pruned_loss=0.06888, over 12318.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03125, over 28.00 utterances.], tot_loss[loss=0.2756, simple_loss=0.3428, pruned_loss=0.1042, over 2472581.74 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07841, over 20777.99 utterances.], libri_tot_loss[loss=0.2686, simple_loss=0.3345, pruned_loss=0.1013, over 2467899.47 frames. utt_duration=1212 frames, utt_pad_proportion=0.07237, over 8153.10 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3446, pruned_loss=0.105, over 2473697.29 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07806, over 22117.08 utterances.], batch size: 28, lr: 7.56e-04
2022-08-21 22:41:36,337 INFO [train.py:927] (6/8) Epoch 3, batch 24400, giga_loss[loss=0.264, simple_loss=0.3313, pruned_loss=0.09837, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.0463, over 34.00 utterances.], tot_loss[loss=0.2733, simple_loss=0.3425, pruned_loss=0.102, over 2473432.55 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07104, over 19852.41 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3351, pruned_loss=0.1016, over 2467790.61 frames. utt_duration=1210 frames, utt_pad_proportion=0.07228, over 8167.80 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3434, pruned_loss=0.1024, over 2474479.21 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07117, over 21061.46 utterances.], batch size: 34, lr: 7.55e-04
2022-08-21 22:43:22,112 INFO [train.py:927] (6/8) Epoch 3, batch 24450, libri_loss[loss=0.2227, simple_loss=0.2856, pruned_loss=0.07989, over 12192.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008349, over 30.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.3406, pruned_loss=0.1016, over 2473337.42 frames. utt_duration=507.7 frames, utt_pad_proportion=0.07519, over 19542.31 utterances.], libri_tot_loss[loss=0.2692, simple_loss=0.3351, pruned_loss=0.1016, over 2467487.78 frames. utt_duration=1203 frames, utt_pad_proportion=0.07474, over 8215.70 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3417, pruned_loss=0.1019, over 2474718.71 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07432, over 20969.39 utterances.], batch size: 30, lr: 7.55e-04
2022-08-21 22:45:10,483 INFO [train.py:927] (6/8) Epoch 3, batch 24500, giga_loss[loss=0.228, simple_loss=0.2997, pruned_loss=0.07814, over 12252.00 frames. utt_duration=908.9 frames, utt_pad_proportion=0.02685, over 54.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3393, pruned_loss=0.1019, over 2473371.26 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07005, over 18939.20 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3353, pruned_loss=0.1019, over 2467526.92 frames. utt_duration=1200 frames, utt_pad_proportion=0.07503, over 8232.58 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.34, pruned_loss=0.1019, over 2474474.40 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06948, over 20147.08 utterances.], batch size: 54, lr: 7.55e-04
2022-08-21 22:46:56,358 INFO [train.py:927] (6/8) Epoch 3, batch 24550, giga_loss[loss=0.2896, simple_loss=0.3424, pruned_loss=0.1184, over 12447.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0378, over 123.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3375, pruned_loss=0.1013, over 2474217.52 frames. utt_duration=521 frames, utt_pad_proportion=0.07028, over 19049.57 utterances.], libri_tot_loss[loss=0.2696, simple_loss=0.3353, pruned_loss=0.102, over 2467843.43 frames. utt_duration=1187 frames, utt_pad_proportion=0.08054, over 8328.08 utterances.], giga_tot_loss[loss=0.2704, simple_loss=0.3383, pruned_loss=0.1013, over 2475094.21 frames. utt_duration=487.1 frames, utt_pad_proportion=0.06787, over 20385.60 utterances.], batch size: 123, lr: 7.55e-04
2022-08-21 22:48:42,181 INFO [train.py:927] (6/8) Epoch 3, batch 24600, giga_loss[loss=0.261, simple_loss=0.331, pruned_loss=0.09555, over 12164.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04027, over 33.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3369, pruned_loss=0.1012, over 2473627.88 frames. utt_duration=533.5 frames, utt_pad_proportion=0.0701, over 18597.26 utterances.], libri_tot_loss[loss=0.2699, simple_loss=0.3357, pruned_loss=0.1021, over 2467887.35 frames. utt_duration=1187 frames, utt_pad_proportion=0.07896, over 8324.27 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3371, pruned_loss=0.101, over 2474467.02 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06868, over 19966.31 utterances.], batch size: 33, lr: 7.54e-04
2022-08-21 22:50:26,814 INFO [train.py:927] (6/8) Epoch 3, batch 24650, giga_loss[loss=0.24, simple_loss=0.3184, pruned_loss=0.08083, over 12420.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02258, over 48.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3365, pruned_loss=0.09976, over 2473741.89 frames. utt_duration=548.5 frames, utt_pad_proportion=0.0706, over 18086.84 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3349, pruned_loss=0.1015, over 2467669.84 frames. utt_duration=1195 frames, utt_pad_proportion=0.077, over 8273.52 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3375, pruned_loss=0.1002, over 2474818.13 frames. utt_duration=507.4 frames, utt_pad_proportion=0.0701, over 19564.43 utterances.], batch size: 48, lr: 7.54e-04
2022-08-21 22:52:11,777 INFO [train.py:927] (6/8) Epoch 3, batch 24700, giga_loss[loss=0.248, simple_loss=0.3197, pruned_loss=0.08812, over 12412.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.03484, over 31.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.337, pruned_loss=0.1002, over 2473444.00 frames. utt_duration=530 frames, utt_pad_proportion=0.07185, over 18718.07 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3348, pruned_loss=0.1014, over 2467536.21 frames. utt_duration=1195 frames, utt_pad_proportion=0.0765, over 8268.83 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3378, pruned_loss=0.1005, over 2474464.38 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07156, over 19980.85 utterances.], batch size: 31, lr: 7.54e-04
2022-08-21 22:54:00,573 INFO [train.py:927] (6/8) Epoch 3, batch 24750, giga_loss[loss=0.2825, simple_loss=0.3494, pruned_loss=0.1078, over 12381.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.02602, over 66.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3405, pruned_loss=0.1033, over 2473475.45 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06656, over 18600.79 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3352, pruned_loss=0.1015, over 2467558.53 frames. utt_duration=1196 frames, utt_pad_proportion=0.07621, over 8260.49 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3409, pruned_loss=0.1035, over 2474281.15 frames. utt_duration=505.3 frames, utt_pad_proportion=0.0667, over 19641.42 utterances.], batch size: 66, lr: 7.54e-04
2022-08-21 22:55:44,947 INFO [train.py:927] (6/8) Epoch 3, batch 24800, giga_loss[loss=0.2492, simple_loss=0.3244, pruned_loss=0.08695, over 12157.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.03834, over 33.00 utterances.], tot_loss[loss=0.2774, simple_loss=0.3428, pruned_loss=0.106, over 2473368.78 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06881, over 18980.69 utterances.], libri_tot_loss[loss=0.27, simple_loss=0.3363, pruned_loss=0.1018, over 2467759.54 frames. utt_duration=1178 frames, utt_pad_proportion=0.08231, over 8388.41 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3423, pruned_loss=0.106, over 2474066.60 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06623, over 20094.04 utterances.], batch size: 33, lr: 7.53e-04
2022-08-21 22:57:29,780 INFO [train.py:927] (6/8) Epoch 3, batch 24850, giga_loss[loss=0.3384, simple_loss=0.3853, pruned_loss=0.1457, over 12345.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03405, over 104.00 utterances.], tot_loss[loss=0.2766, simple_loss=0.3415, pruned_loss=0.1058, over 2473701.24 frames. utt_duration=506.9 frames, utt_pad_proportion=0.07138, over 19577.72 utterances.], libri_tot_loss[loss=0.2688, simple_loss=0.3352, pruned_loss=0.1012, over 2467688.26 frames. utt_duration=1187 frames, utt_pad_proportion=0.08027, over 8327.73 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3425, pruned_loss=0.1065, over 2474510.57 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06987, over 20885.82 utterances.], batch size: 104, lr: 7.53e-04
2022-08-21 22:59:12,737 INFO [train.py:927] (6/8) Epoch 3, batch 24900, giga_loss[loss=0.2956, simple_loss=0.3451, pruned_loss=0.123, over 12378.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07458, over 212.00 utterances.], tot_loss[loss=0.2743, simple_loss=0.3405, pruned_loss=0.104, over 2473988.74 frames. utt_duration=501.3 frames, utt_pad_proportion=0.07158, over 19798.75 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3347, pruned_loss=0.1011, over 2467593.57 frames. utt_duration=1189 frames, utt_pad_proportion=0.07908, over 8313.41 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3419, pruned_loss=0.1048, over 2474949.13 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07069, over 21232.21 utterances.], batch size: 212, lr: 7.53e-04
2022-08-21 23:01:02,146 INFO [train.py:927] (6/8) Epoch 3, batch 24950, giga_loss[loss=0.2895, simple_loss=0.349, pruned_loss=0.115, over 12363.00 frames. utt_duration=798.8 frames, utt_pad_proportion=0.03294, over 62.00 utterances.], tot_loss[loss=0.2719, simple_loss=0.338, pruned_loss=0.1029, over 2473854.71 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07442, over 20047.44 utterances.], libri_tot_loss[loss=0.2684, simple_loss=0.3346, pruned_loss=0.1011, over 2467390.43 frames. utt_duration=1191 frames, utt_pad_proportion=0.07828, over 8296.80 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3393, pruned_loss=0.1035, over 2474889.39 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07379, over 21346.85 utterances.], batch size: 62, lr: 7.53e-04
2022-08-21 23:02:46,381 INFO [train.py:927] (6/8) Epoch 3, batch 25000, giga_loss[loss=0.2828, simple_loss=0.3514, pruned_loss=0.1071, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.03028, over 66.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3389, pruned_loss=0.1032, over 2473996.81 frames. utt_duration=503.8 frames, utt_pad_proportion=0.07159, over 19698.82 utterances.], libri_tot_loss[loss=0.2685, simple_loss=0.3353, pruned_loss=0.1008, over 2467772.38 frames. utt_duration=1191 frames, utt_pad_proportion=0.0773, over 8297.27 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3394, pruned_loss=0.104, over 2474686.14 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07155, over 21110.76 utterances.], batch size: 66, lr: 7.52e-04
2022-08-21 23:04:35,102 INFO [train.py:927] (6/8) Epoch 3, batch 25050, giga_loss[loss=0.2814, simple_loss=0.3641, pruned_loss=0.09938, over 12472.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02943, over 55.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.343, pruned_loss=0.1039, over 2474220.79 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06999, over 19605.26 utterances.], libri_tot_loss[loss=0.2689, simple_loss=0.3355, pruned_loss=0.1011, over 2467556.44 frames. utt_duration=1181 frames, utt_pad_proportion=0.08017, over 8367.33 utterances.], giga_tot_loss[loss=0.276, simple_loss=0.3434, pruned_loss=0.1043, over 2475098.76 frames. utt_duration=475.7 frames, utt_pad_proportion=0.069, over 20877.95 utterances.], batch size: 55, lr: 7.52e-04
2022-08-21 23:06:19,306 INFO [train.py:927] (6/8) Epoch 3, batch 25100, giga_loss[loss=0.3399, simple_loss=0.3912, pruned_loss=0.1443, over 12328.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03397, over 85.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3475, pruned_loss=0.1076, over 2474261.55 frames. utt_duration=480.5 frames, utt_pad_proportion=0.07676, over 20661.27 utterances.], libri_tot_loss[loss=0.2691, simple_loss=0.3355, pruned_loss=0.1013, over 2467500.65 frames. utt_duration=1182 frames, utt_pad_proportion=0.07988, over 8357.50 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.3477, pruned_loss=0.1078, over 2475035.71 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07582, over 21726.72 utterances.], batch size: 85, lr: 7.52e-04
2022-08-21 23:08:05,325 INFO [train.py:927] (6/8) Epoch 3, batch 25150, giga_loss[loss=0.2984, simple_loss=0.3591, pruned_loss=0.1189, over 12367.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04022, over 145.00 utterances.], tot_loss[loss=0.2886, simple_loss=0.352, pruned_loss=0.1126, over 2474436.51 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07841, over 21441.05 utterances.], libri_tot_loss[loss=0.2695, simple_loss=0.3358, pruned_loss=0.1016, over 2467520.56 frames. utt_duration=1187 frames, utt_pad_proportion=0.0787, over 8327.65 utterances.], giga_tot_loss[loss=0.2888, simple_loss=0.3523, pruned_loss=0.1127, over 2475180.90 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07804, over 22594.89 utterances.], batch size: 145, lr: 7.52e-04
2022-08-21 23:09:49,509 INFO [train.py:927] (6/8) Epoch 3, batch 25200, giga_loss[loss=0.3128, simple_loss=0.3607, pruned_loss=0.1325, over 12399.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04384, over 146.00 utterances.], tot_loss[loss=0.2887, simple_loss=0.351, pruned_loss=0.1133, over 2474118.72 frames. utt_duration=467 frames, utt_pad_proportion=0.07833, over 21260.39 utterances.], libri_tot_loss[loss=0.2694, simple_loss=0.3356, pruned_loss=0.1016, over 2467657.91 frames. utt_duration=1190 frames, utt_pad_proportion=0.07752, over 8303.22 utterances.], giga_tot_loss[loss=0.2894, simple_loss=0.3516, pruned_loss=0.1136, over 2474707.26 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07843, over 22416.11 utterances.], batch size: 146, lr: 7.51e-04
2022-08-21 23:11:40,080 INFO [train.py:927] (6/8) Epoch 3, batch 25250, giga_loss[loss=0.2927, simple_loss=0.3601, pruned_loss=0.1127, over 12359.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03636, over 122.00 utterances.], tot_loss[loss=0.2902, simple_loss=0.3512, pruned_loss=0.1146, over 2474930.92 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07198, over 20987.33 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.336, pruned_loss=0.1024, over 2467897.29 frames. utt_duration=1194 frames, utt_pad_proportion=0.07581, over 8275.55 utterances.], giga_tot_loss[loss=0.2902, simple_loss=0.3518, pruned_loss=0.1143, over 2475373.19 frames. utt_duration=445.9 frames, utt_pad_proportion=0.07292, over 22281.52 utterances.], batch size: 122, lr: 7.51e-04
2022-08-21 23:13:26,004 INFO [train.py:927] (6/8) Epoch 3, batch 25300, giga_loss[loss=0.251, simple_loss=0.3236, pruned_loss=0.08926, over 12398.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0387, over 113.00 utterances.], tot_loss[loss=0.289, simple_loss=0.35, pruned_loss=0.114, over 2474936.32 frames. utt_duration=463.4 frames, utt_pad_proportion=0.0737, over 21429.36 utterances.], libri_tot_loss[loss=0.2705, simple_loss=0.3361, pruned_loss=0.1024, over 2467935.11 frames. utt_duration=1197 frames, utt_pad_proportion=0.07528, over 8256.85 utterances.], giga_tot_loss[loss=0.2891, simple_loss=0.3505, pruned_loss=0.1139, over 2475314.50 frames. utt_duration=440 frames, utt_pad_proportion=0.07452, over 22580.78 utterances.], batch size: 113, lr: 7.51e-04
2022-08-21 23:15:08,820 INFO [train.py:927] (6/8) Epoch 3, batch 25350, giga_loss[loss=0.3354, simple_loss=0.3848, pruned_loss=0.1429, over 12405.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2865, simple_loss=0.3484, pruned_loss=0.1123, over 2474836.70 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07781, over 21673.00 utterances.], libri_tot_loss[loss=0.2704, simple_loss=0.3367, pruned_loss=0.1021, over 2467874.22 frames. utt_duration=1201 frames, utt_pad_proportion=0.07388, over 8230.25 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.3487, pruned_loss=0.1129, over 2475384.46 frames. utt_duration=432.7 frames, utt_pad_proportion=0.07866, over 22959.80 utterances.], batch size: 212, lr: 7.51e-04
2022-08-21 23:16:52,518 INFO [train.py:927] (6/8) Epoch 3, batch 25400, libri_loss[loss=0.2755, simple_loss=0.3395, pruned_loss=0.1058, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006926, over 37.00 utterances.], tot_loss[loss=0.2859, simple_loss=0.3489, pruned_loss=0.1114, over 2475143.74 frames. utt_duration=461.4 frames, utt_pad_proportion=0.07455, over 21527.52 utterances.], libri_tot_loss[loss=0.2708, simple_loss=0.3375, pruned_loss=0.1021, over 2468050.74 frames. utt_duration=1199 frames, utt_pad_proportion=0.07335, over 8242.62 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3486, pruned_loss=0.112, over 2475532.65 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07557, over 22777.47 utterances.], batch size: 37, lr: 7.50e-04
2022-08-21 23:18:41,461 INFO [train.py:927] (6/8) Epoch 3, batch 25450, giga_loss[loss=0.2569, simple_loss=0.3429, pruned_loss=0.08544, over 12137.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03493, over 36.00 utterances.], tot_loss[loss=0.2856, simple_loss=0.3489, pruned_loss=0.1111, over 2474945.49 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07788, over 21879.81 utterances.], libri_tot_loss[loss=0.2703, simple_loss=0.3372, pruned_loss=0.1017, over 2467987.26 frames. utt_duration=1202 frames, utt_pad_proportion=0.07251, over 8222.09 utterances.], giga_tot_loss[loss=0.2865, simple_loss=0.349, pruned_loss=0.112, over 2475391.98 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07876, over 23045.93 utterances.], batch size: 36, lr: 7.50e-04
2022-08-21 23:20:27,564 INFO [train.py:927] (6/8) Epoch 3, batch 25500, giga_loss[loss=0.3701, simple_loss=0.3965, pruned_loss=0.1718, over 12356.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1965, over 366.00 utterances.], tot_loss[loss=0.2832, simple_loss=0.3495, pruned_loss=0.1084, over 2474600.94 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07965, over 21471.11 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3371, pruned_loss=0.1017, over 2468088.93 frames. utt_duration=1192 frames, utt_pad_proportion=0.0765, over 8294.47 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3498, pruned_loss=0.1092, over 2474926.39 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07915, over 22439.57 utterances.], batch size: 366, lr: 7.50e-04
2022-08-21 23:22:11,622 INFO [train.py:927] (6/8) Epoch 3, batch 25550, giga_loss[loss=0.3374, simple_loss=0.384, pruned_loss=0.1454, over 12447.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03285, over 86.00 utterances.], tot_loss[loss=0.2849, simple_loss=0.3509, pruned_loss=0.1094, over 2474594.14 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07834, over 21211.43 utterances.], libri_tot_loss[loss=0.2702, simple_loss=0.3371, pruned_loss=0.1016, over 2468432.15 frames. utt_duration=1195 frames, utt_pad_proportion=0.07514, over 8271.24 utterances.], giga_tot_loss[loss=0.286, simple_loss=0.3515, pruned_loss=0.1102, over 2474686.89 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07847, over 22298.83 utterances.], batch size: 86, lr: 7.50e-04
2022-08-21 23:23:53,267 INFO [train.py:927] (6/8) Epoch 3, batch 25600, giga_loss[loss=0.2717, simple_loss=0.3391, pruned_loss=0.1022, over 12207.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03296, over 39.00 utterances.], tot_loss[loss=0.2861, simple_loss=0.3511, pruned_loss=0.1106, over 2474241.06 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07741, over 21115.38 utterances.], libri_tot_loss[loss=0.2706, simple_loss=0.3373, pruned_loss=0.1019, over 2468652.29 frames. utt_duration=1187 frames, utt_pad_proportion=0.07768, over 8326.54 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3517, pruned_loss=0.1112, over 2474235.36 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07681, over 22224.72 utterances.], batch size: 39, lr: 7.50e-04
2022-08-21 23:25:35,122 INFO [train.py:927] (6/8) Epoch 3, batch 25650, giga_loss[loss=0.294, simple_loss=0.366, pruned_loss=0.111, over 12378.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.2841, simple_loss=0.3506, pruned_loss=0.1088, over 2474793.23 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07626, over 20627.77 utterances.], libri_tot_loss[loss=0.2717, simple_loss=0.3382, pruned_loss=0.1026, over 2468804.47 frames. utt_duration=1151 frames, utt_pad_proportion=0.09138, over 8593.70 utterances.], giga_tot_loss[loss=0.2842, simple_loss=0.3506, pruned_loss=0.1089, over 2474772.85 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07101, over 21547.68 utterances.], batch size: 97, lr: 7.49e-04
2022-08-21 23:26:31,476 INFO [train.py:844] (6/8) libri reaches end of dataloader
2022-08-21 23:29:01,587 INFO [train.py:927] (6/8) Epoch 4, batch 50, giga_loss[loss=0.2583, simple_loss=0.3194, pruned_loss=0.09858, over 12336.00 frames. utt_duration=134.5 frames, utt_pad_proportion=0.209, over 371.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3357, pruned_loss=0.08889, over 548117.46 frames. utt_duration=495.3 frames, utt_pad_proportion=0.08372, over 4439.94 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3026, pruned_loss=0.07137, over 24246.40 frames. utt_duration=1596 frames, utt_pad_proportion=0.009206, over 60.84 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.337, pruned_loss=0.08955, over 529067.42 frames. utt_duration=483 frames, utt_pad_proportion=0.08451, over 4395.56 utterances.], batch size: 371, lr: 7.40e-04
2022-08-21 23:30:47,541 INFO [train.py:927] (6/8) Epoch 4, batch 100, libri_loss[loss=0.3125, simple_loss=0.4355, pruned_loss=0.09475, over 12275.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008754, over 37.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3165, pruned_loss=0.07824, over 975304.34 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06766, over 7328.99 utterances.], libri_tot_loss[loss=0.2675, simple_loss=0.3638, pruned_loss=0.08563, over 72698.98 frames. utt_duration=1028 frames, utt_pad_proportion=0.1385, over 283.17 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.313, pruned_loss=0.07768, over 929978.12 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06489, over 7200.91 utterances.], batch size: 37, lr: 7.40e-04
2022-08-21 23:32:29,230 INFO [train.py:927] (6/8) Epoch 4, batch 150, giga_loss[loss=0.2168, simple_loss=0.2887, pruned_loss=0.07243, over 12377.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0336, over 104.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3003, pruned_loss=0.07075, over 1306973.99 frames. utt_duration=577 frames, utt_pad_proportion=0.06323, over 9084.46 utterances.], libri_tot_loss[loss=0.252, simple_loss=0.3455, pruned_loss=0.07926, over 143207.96 frames. utt_duration=1214 frames, utt_pad_proportion=0.08357, over 472.26 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2965, pruned_loss=0.07018, over 1235562.93 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06248, over 9012.47 utterances.], batch size: 104, lr: 7.40e-04
2022-08-21 23:34:14,011 INFO [train.py:927] (6/8) Epoch 4, batch 200, giga_loss[loss=0.1893, simple_loss=0.2693, pruned_loss=0.05463, over 12366.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05038, over 161.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2885, pruned_loss=0.06691, over 1565179.25 frames. utt_duration=559.8 frames, utt_pad_proportion=0.06739, over 11213.98 utterances.], libri_tot_loss[loss=0.2436, simple_loss=0.3335, pruned_loss=0.07682, over 177521.22 frames. utt_duration=1284 frames, utt_pad_proportion=0.07152, over 553.75 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2857, pruned_loss=0.06641, over 1495417.39 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06737, over 11217.76 utterances.], batch size: 161, lr: 7.39e-04
2022-08-21 23:35:54,211 INFO [train.py:927] (6/8) Epoch 4, batch 250, libri_loss[loss=0.2744, simple_loss=0.3503, pruned_loss=0.09931, over 12289.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006641, over 37.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2843, pruned_loss=0.06599, over 1766640.77 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06091, over 12638.14 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3322, pruned_loss=0.07898, over 234331.69 frames. utt_duration=1250 frames, utt_pad_proportion=0.06377, over 750.94 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2808, pruned_loss=0.06499, over 1693046.70 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06123, over 12710.86 utterances.], batch size: 37, lr: 7.39e-04
2022-08-21 23:37:37,610 INFO [train.py:927] (6/8) Epoch 4, batch 300, libri_loss[loss=0.2564, simple_loss=0.3374, pruned_loss=0.08775, over 12451.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006181, over 35.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2797, pruned_loss=0.06346, over 1923910.36 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06233, over 14195.60 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.336, pruned_loss=0.08051, over 267854.26 frames. utt_duration=1268 frames, utt_pad_proportion=0.05662, over 846.20 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2755, pruned_loss=0.06214, over 1857327.19 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06295, over 14353.32 utterances.], batch size: 35, lr: 7.39e-04
2022-08-21 23:39:21,238 INFO [train.py:927] (6/8) Epoch 4, batch 350, giga_loss[loss=0.1842, simple_loss=0.2619, pruned_loss=0.05325, over 12388.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03205, over 122.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2754, pruned_loss=0.06142, over 2045567.78 frames. utt_duration=548.5 frames, utt_pad_proportion=0.06466, over 14959.31 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3348, pruned_loss=0.08063, over 311405.35 frames. utt_duration=1185 frames, utt_pad_proportion=0.08862, over 1052.42 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2709, pruned_loss=0.05996, over 1984233.32 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06296, over 15141.03 utterances.], batch size: 122, lr: 7.39e-04
2022-08-21 23:41:03,255 INFO [train.py:927] (6/8) Epoch 4, batch 400, giga_loss[loss=0.1885, simple_loss=0.2614, pruned_loss=0.0578, over 12166.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03583, over 39.00 utterances.], tot_loss[loss=0.1964, simple_loss=0.2724, pruned_loss=0.06022, over 2140760.68 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06818, over 15761.23 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.334, pruned_loss=0.08212, over 375116.10 frames. utt_duration=1082 frames, utt_pad_proportion=0.126, over 1388.57 utterances.], giga_tot_loss[loss=0.1917, simple_loss=0.267, pruned_loss=0.05814, over 2081731.42 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06317, over 15993.53 utterances.], batch size: 39, lr: 7.39e-04
2022-08-21 23:42:45,619 INFO [train.py:927] (6/8) Epoch 4, batch 450, giga_loss[loss=0.1616, simple_loss=0.2331, pruned_loss=0.0451, over 12428.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03995, over 37.00 utterances.], tot_loss[loss=0.1918, simple_loss=0.2681, pruned_loss=0.0578, over 2214085.07 frames. utt_duration=556.8 frames, utt_pad_proportion=0.06533, over 15949.72 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3306, pruned_loss=0.08091, over 406135.53 frames. utt_duration=1114 frames, utt_pad_proportion=0.1185, over 1460.37 utterances.], giga_tot_loss[loss=0.1877, simple_loss=0.2635, pruned_loss=0.056, over 2163790.81 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06179, over 16265.69 utterances.], batch size: 37, lr: 7.38e-04
2022-08-21 23:44:25,524 INFO [train.py:927] (6/8) Epoch 4, batch 500, giga_loss[loss=0.2605, simple_loss=0.3411, pruned_loss=0.08994, over 12374.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03828, over 113.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2775, pruned_loss=0.06249, over 2271325.35 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06427, over 16329.13 utterances.], libri_tot_loss[loss=0.243, simple_loss=0.328, pruned_loss=0.07895, over 457176.41 frames. utt_duration=1158 frames, utt_pad_proportion=0.1074, over 1581.71 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2731, pruned_loss=0.06102, over 2226193.77 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06208, over 16811.60 utterances.], batch size: 113, lr: 7.38e-04
2022-08-21 23:46:09,368 INFO [train.py:927] (6/8) Epoch 4, batch 550, giga_loss[loss=0.2377, simple_loss=0.325, pruned_loss=0.07519, over 12371.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04578, over 146.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2906, pruned_loss=0.06952, over 2316769.06 frames. utt_duration=563 frames, utt_pad_proportion=0.06172, over 16505.01 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3244, pruned_loss=0.07824, over 526650.04 frames. utt_duration=1181 frames, utt_pad_proportion=0.0985, over 1785.39 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2866, pruned_loss=0.0682, over 2274826.88 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06029, over 17172.74 utterances.], batch size: 146, lr: 7.38e-04
2022-08-21 23:47:53,125 INFO [train.py:927] (6/8) Epoch 4, batch 600, giga_loss[loss=0.2195, simple_loss=0.3021, pruned_loss=0.06838, over 12442.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03878, over 37.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.2968, pruned_loss=0.07108, over 2351098.69 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06389, over 17024.52 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3209, pruned_loss=0.07696, over 574697.72 frames. utt_duration=1201 frames, utt_pad_proportion=0.09108, over 1916.32 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2938, pruned_loss=0.07017, over 2314643.93 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06309, over 17762.40 utterances.], batch size: 37, lr: 7.38e-04
2022-08-21 23:49:36,992 INFO [train.py:927] (6/8) Epoch 4, batch 650, giga_loss[loss=0.2932, simple_loss=0.3591, pruned_loss=0.1137, over 12393.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06356, over 183.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3016, pruned_loss=0.07312, over 2378185.92 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06416, over 17303.86 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.323, pruned_loss=0.07796, over 602875.42 frames. utt_duration=1161 frames, utt_pad_proportion=0.1042, over 2080.31 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.2986, pruned_loss=0.07215, over 2348096.26 frames. utt_duration=524.7 frames, utt_pad_proportion=0.06205, over 17953.27 utterances.], batch size: 183, lr: 7.37e-04
2022-08-21 23:51:21,908 INFO [train.py:927] (6/8) Epoch 4, batch 700, giga_loss[loss=0.2206, simple_loss=0.3066, pruned_loss=0.06726, over 12184.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03438, over 33.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3089, pruned_loss=0.07677, over 2399116.66 frames. utt_duration=547.5 frames, utt_pad_proportion=0.06614, over 17574.39 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3308, pruned_loss=0.07887, over 630708.53 frames. utt_duration=1162 frames, utt_pad_proportion=0.1006, over 2174.68 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3044, pruned_loss=0.07579, over 2374308.27 frames. utt_duration=523 frames, utt_pad_proportion=0.0646, over 18212.45 utterances.], batch size: 33, lr: 7.37e-04
2022-08-21 23:53:03,402 INFO [train.py:927] (6/8) Epoch 4, batch 750, giga_loss[loss=0.2767, simple_loss=0.3465, pruned_loss=0.1035, over 12388.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02691, over 91.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3141, pruned_loss=0.07938, over 2415954.56 frames. utt_duration=536.4 frames, utt_pad_proportion=0.07027, over 18066.54 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3288, pruned_loss=0.07728, over 693975.04 frames. utt_duration=1191 frames, utt_pad_proportion=0.09125, over 2334.16 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3104, pruned_loss=0.079, over 2394122.68 frames. utt_duration=507.7 frames, utt_pad_proportion=0.0696, over 18919.02 utterances.], batch size: 91, lr: 7.37e-04
2022-08-21 23:54:43,699 INFO [train.py:927] (6/8) Epoch 4, batch 800, giga_loss[loss=0.2401, simple_loss=0.3225, pruned_loss=0.07883, over 12276.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02673, over 54.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.317, pruned_loss=0.08, over 2428525.87 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06723, over 17346.68 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3278, pruned_loss=0.07702, over 720682.43 frames. utt_duration=1199 frames, utt_pad_proportion=0.08833, over 2407.82 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3143, pruned_loss=0.07982, over 2410459.08 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06704, over 18167.49 utterances.], batch size: 54, lr: 7.37e-04
2022-08-21 23:56:26,636 INFO [train.py:927] (6/8) Epoch 4, batch 850, giga_loss[loss=0.2464, simple_loss=0.3335, pruned_loss=0.07966, over 12407.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03919, over 133.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3167, pruned_loss=0.07806, over 2438883.87 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06669, over 17315.60 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3271, pruned_loss=0.077, over 746916.92 frames. utt_duration=1210 frames, utt_pad_proportion=0.08506, over 2472.42 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3146, pruned_loss=0.07792, over 2423989.41 frames. utt_duration=537 frames, utt_pad_proportion=0.06686, over 18107.10 utterances.], batch size: 133, lr: 7.36e-04
2022-08-21 23:58:08,473 INFO [train.py:927] (6/8) Epoch 4, batch 900, libri_loss[loss=0.2439, simple_loss=0.3183, pruned_loss=0.08469, over 12309.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005307, over 35.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3181, pruned_loss=0.0792, over 2446222.51 frames. utt_duration=579.1 frames, utt_pad_proportion=0.06458, over 16941.70 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3261, pruned_loss=0.07703, over 806163.02 frames. utt_duration=1193 frames, utt_pad_proportion=0.08761, over 2705.33 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3163, pruned_loss=0.07914, over 2433526.29 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06423, over 17841.46 utterances.], batch size: 35, lr: 7.36e-04
2022-08-21 23:59:52,569 INFO [train.py:927] (6/8) Epoch 4, batch 950, giga_loss[loss=0.2293, simple_loss=0.3086, pruned_loss=0.07505, over 12460.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04315, over 31.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3203, pruned_loss=0.08214, over 2452524.85 frames. utt_duration=597.4 frames, utt_pad_proportion=0.06335, over 16461.88 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3249, pruned_loss=0.07706, over 855656.95 frames. utt_duration=1209 frames, utt_pad_proportion=0.08203, over 2835.35 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3191, pruned_loss=0.08223, over 2441607.12 frames. utt_duration=561 frames, utt_pad_proportion=0.06373, over 17455.40 utterances.], batch size: 31, lr: 7.36e-04
2022-08-22 00:01:35,712 INFO [train.py:927] (6/8) Epoch 4, batch 1000, giga_loss[loss=0.2821, simple_loss=0.3431, pruned_loss=0.1105, over 12111.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03851, over 30.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3181, pruned_loss=0.08189, over 2456177.64 frames. utt_duration=635.5 frames, utt_pad_proportion=0.06188, over 15497.43 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3229, pruned_loss=0.07628, over 911335.61 frames. utt_duration=1199 frames, utt_pad_proportion=0.08686, over 3044.15 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3178, pruned_loss=0.0824, over 2446840.07 frames. utt_duration=593.6 frames, utt_pad_proportion=0.06112, over 16528.37 utterances.], batch size: 30, lr: 7.36e-04
2022-08-22 00:03:16,998 INFO [train.py:927] (6/8) Epoch 4, batch 1050, giga_loss[loss=0.2166, simple_loss=0.2936, pruned_loss=0.06977, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03337, over 51.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3182, pruned_loss=0.0824, over 2459238.41 frames. utt_duration=592.9 frames, utt_pad_proportion=0.07279, over 16632.74 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3235, pruned_loss=0.07718, over 964939.04 frames. utt_duration=1170 frames, utt_pad_proportion=0.09389, over 3304.49 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08267, over 2451452.17 frames. utt_duration=557.6 frames, utt_pad_proportion=0.0699, over 17631.90 utterances.], batch size: 51, lr: 7.36e-04
2022-08-22 00:04:59,658 INFO [train.py:927] (6/8) Epoch 4, batch 1100, giga_loss[loss=0.227, simple_loss=0.3063, pruned_loss=0.07382, over 12400.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.05768, over 182.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3161, pruned_loss=0.08066, over 2463285.41 frames. utt_duration=586.8 frames, utt_pad_proportion=0.06815, over 16834.13 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3222, pruned_loss=0.07718, over 1002555.17 frames. utt_duration=1184 frames, utt_pad_proportion=0.08991, over 3390.89 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3158, pruned_loss=0.08096, over 2456544.63 frames. utt_duration=552 frames, utt_pad_proportion=0.06662, over 17851.03 utterances.], batch size: 182, lr: 7.35e-04
2022-08-22 00:06:45,709 INFO [train.py:927] (6/8) Epoch 4, batch 1150, giga_loss[loss=0.205, simple_loss=0.286, pruned_loss=0.06202, over 12356.00 frames. utt_duration=439 frames, utt_pad_proportion=0.04143, over 113.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3119, pruned_loss=0.07853, over 2465927.43 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06618, over 17055.89 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3212, pruned_loss=0.07656, over 1031485.76 frames. utt_duration=1196 frames, utt_pad_proportion=0.08741, over 3453.50 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.312, pruned_loss=0.07906, over 2460668.68 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06537, over 18054.10 utterances.], batch size: 113, lr: 7.35e-04
2022-08-22 00:08:29,967 INFO [train.py:927] (6/8) Epoch 4, batch 1200, giga_loss[loss=0.2494, simple_loss=0.3282, pruned_loss=0.08531, over 12436.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03591, over 105.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3096, pruned_loss=0.07774, over 2467360.08 frames. utt_duration=551.4 frames, utt_pad_proportion=0.07279, over 17946.99 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3218, pruned_loss=0.0772, over 1088037.48 frames. utt_duration=1206 frames, utt_pad_proportion=0.08299, over 3612.47 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.309, pruned_loss=0.07795, over 2462960.38 frames. utt_duration=516.1 frames, utt_pad_proportion=0.0724, over 19144.04 utterances.], batch size: 105, lr: 7.35e-04
2022-08-22 00:10:11,921 INFO [train.py:927] (6/8) Epoch 4, batch 1250, giga_loss[loss=0.2226, simple_loss=0.2974, pruned_loss=0.07394, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03558, over 28.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3081, pruned_loss=0.07705, over 2467838.29 frames. utt_duration=564.7 frames, utt_pad_proportion=0.06915, over 17526.08 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3202, pruned_loss=0.07676, over 1128506.04 frames. utt_duration=1226 frames, utt_pad_proportion=0.07972, over 3686.15 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.308, pruned_loss=0.07739, over 2464667.19 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06953, over 18793.28 utterances.], batch size: 28, lr: 7.35e-04
2022-08-22 00:11:54,703 INFO [train.py:927] (6/8) Epoch 4, batch 1300, giga_loss[loss=0.1893, simple_loss=0.2726, pruned_loss=0.05306, over 12323.00 frames. utt_duration=796.5 frames, utt_pad_proportion=0.03453, over 62.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.306, pruned_loss=0.07623, over 2468940.46 frames. utt_duration=563.9 frames, utt_pad_proportion=0.0698, over 17559.47 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3202, pruned_loss=0.07673, over 1161773.64 frames. utt_duration=1201 frames, utt_pad_proportion=0.08867, over 3874.11 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3055, pruned_loss=0.07653, over 2466335.52 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06845, over 18728.53 utterances.], batch size: 62, lr: 7.34e-04
2022-08-22 00:13:36,102 INFO [train.py:927] (6/8) Epoch 4, batch 1350, giga_loss[loss=0.2186, simple_loss=0.2975, pruned_loss=0.06984, over 12455.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03736, over 123.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3049, pruned_loss=0.075, over 2469364.13 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06562, over 17385.56 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3243, pruned_loss=0.07663, over 1180988.50 frames. utt_duration=1208 frames, utt_pad_proportion=0.08658, over 3915.77 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3025, pruned_loss=0.07526, over 2467596.14 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06506, over 18463.48 utterances.], batch size: 123, lr: 7.34e-04
2022-08-22 00:15:16,924 INFO [train.py:927] (6/8) Epoch 4, batch 1400, giga_loss[loss=0.203, simple_loss=0.2848, pruned_loss=0.06058, over 12415.00 frames. utt_duration=547.3 frames, utt_pad_proportion=0.02447, over 91.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3031, pruned_loss=0.07428, over 2471066.05 frames. utt_duration=591.4 frames, utt_pad_proportion=0.06133, over 16756.08 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3249, pruned_loss=0.07721, over 1256890.69 frames. utt_duration=1196 frames, utt_pad_proportion=0.0866, over 4208.90 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.2997, pruned_loss=0.07412, over 2469033.73 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06054, over 18093.12 utterances.], batch size: 91, lr: 7.34e-04
2022-08-22 00:16:59,727 INFO [train.py:927] (6/8) Epoch 4, batch 1450, giga_loss[loss=0.2099, simple_loss=0.2851, pruned_loss=0.06734, over 12345.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02985, over 91.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.2982, pruned_loss=0.07244, over 2471229.86 frames. utt_duration=604.4 frames, utt_pad_proportion=0.05648, over 16396.99 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.325, pruned_loss=0.07769, over 1268908.82 frames. utt_duration=1199 frames, utt_pad_proportion=0.08527, over 4237.73 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.2952, pruned_loss=0.07205, over 2469734.10 frames. utt_duration=565 frames, utt_pad_proportion=0.05633, over 17532.77 utterances.], batch size: 91, lr: 7.34e-04
2022-08-22 00:18:40,213 INFO [train.py:927] (6/8) Epoch 4, batch 1500, giga_loss[loss=0.194, simple_loss=0.2675, pruned_loss=0.06021, over 12342.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03431, over 62.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2947, pruned_loss=0.07121, over 2471612.48 frames. utt_duration=613.1 frames, utt_pad_proportion=0.05779, over 16164.18 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3239, pruned_loss=0.0772, over 1298714.07 frames. utt_duration=1181 frames, utt_pad_proportion=0.09063, over 4405.16 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2922, pruned_loss=0.07097, over 2470361.57 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05575, over 17182.14 utterances.], batch size: 62, lr: 7.33e-04
2022-08-22 00:20:28,645 INFO [train.py:927] (6/8) Epoch 4, batch 1550, giga_loss[loss=0.2713, simple_loss=0.3478, pruned_loss=0.09742, over 12421.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.0241, over 70.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.2961, pruned_loss=0.0726, over 2471897.46 frames. utt_duration=604.4 frames, utt_pad_proportion=0.0577, over 16401.11 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3228, pruned_loss=0.07691, over 1327462.88 frames. utt_duration=1182 frames, utt_pad_proportion=0.08848, over 4496.85 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.294, pruned_loss=0.07242, over 2471158.50 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05625, over 17393.80 utterances.], batch size: 70, lr: 7.33e-04
2022-08-22 00:22:10,794 INFO [train.py:927] (6/8) Epoch 4, batch 1600, giga_loss[loss=0.2878, simple_loss=0.3492, pruned_loss=0.1132, over 12404.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06268, over 183.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.2996, pruned_loss=0.07485, over 2471681.68 frames. utt_duration=600.6 frames, utt_pad_proportion=0.0596, over 16503.98 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3221, pruned_loss=0.07677, over 1349864.38 frames. utt_duration=1191 frames, utt_pad_proportion=0.08614, over 4537.62 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.2978, pruned_loss=0.0747, over 2471388.70 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05869, over 17461.75 utterances.], batch size: 183, lr: 7.33e-04
2022-08-22 00:23:51,439 INFO [train.py:927] (6/8) Epoch 4, batch 1650, giga_loss[loss=0.2538, simple_loss=0.3319, pruned_loss=0.0878, over 12411.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04986, over 161.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.306, pruned_loss=0.07812, over 2472692.76 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06881, over 17606.72 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3219, pruned_loss=0.07667, over 1399464.28 frames. utt_duration=1192 frames, utt_pad_proportion=0.08263, over 4701.48 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3039, pruned_loss=0.07804, over 2472361.25 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06796, over 18724.80 utterances.], batch size: 161, lr: 7.33e-04
2022-08-22 00:25:35,587 INFO [train.py:927] (6/8) Epoch 4, batch 1700, giga_loss[loss=0.2416, simple_loss=0.3274, pruned_loss=0.07794, over 12366.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02843, over 70.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3124, pruned_loss=0.08103, over 2473026.59 frames. utt_duration=551.2 frames, utt_pad_proportion=0.06892, over 17995.43 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3217, pruned_loss=0.07657, over 1420968.86 frames. utt_duration=1191 frames, utt_pad_proportion=0.08055, over 4778.89 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3106, pruned_loss=0.0811, over 2472571.97 frames. utt_duration=520.3 frames, utt_pad_proportion=0.06866, over 19064.93 utterances.], batch size: 70, lr: 7.33e-04
2022-08-22 00:27:17,360 INFO [train.py:927] (6/8) Epoch 4, batch 1750, giga_loss[loss=0.2443, simple_loss=0.3279, pruned_loss=0.08038, over 12313.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0345, over 51.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3152, pruned_loss=0.082, over 2473082.56 frames. utt_duration=539.6 frames, utt_pad_proportion=0.06825, over 18382.30 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3211, pruned_loss=0.07678, over 1447012.14 frames. utt_duration=1201 frames, utt_pad_proportion=0.07803, over 4823.92 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.314, pruned_loss=0.08209, over 2472698.77 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06857, over 19500.78 utterances.], batch size: 51, lr: 7.32e-04
2022-08-22 00:28:56,401 INFO [train.py:927] (6/8) Epoch 4, batch 1800, giga_loss[loss=0.2232, simple_loss=0.2996, pruned_loss=0.07336, over 12112.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03825, over 30.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3129, pruned_loss=0.07912, over 2472640.48 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06276, over 18056.87 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3201, pruned_loss=0.07615, over 1477006.25 frames. utt_duration=1212 frames, utt_pad_proportion=0.07537, over 4880.59 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3123, pruned_loss=0.07964, over 2472691.37 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06381, over 19250.83 utterances.], batch size: 30, lr: 7.32e-04
2022-08-22 00:30:38,641 INFO [train.py:927] (6/8) Epoch 4, batch 1850, giga_loss[loss=0.2285, simple_loss=0.3182, pruned_loss=0.06941, over 12466.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04418, over 34.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3153, pruned_loss=0.07945, over 2473235.15 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05955, over 18175.14 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3213, pruned_loss=0.07605, over 1496968.76 frames. utt_duration=1219 frames, utt_pad_proportion=0.07348, over 4917.68 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.314, pruned_loss=0.07996, over 2473105.31 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06089, over 19321.21 utterances.], batch size: 34, lr: 7.32e-04
2022-08-22 00:32:19,262 INFO [train.py:927] (6/8) Epoch 4, batch 1900, giga_loss[loss=0.2839, simple_loss=0.3424, pruned_loss=0.1127, over 12365.00 frames. utt_duration=191.7 frames, utt_pad_proportion=0.1125, over 260.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3165, pruned_loss=0.08044, over 2473493.35 frames. utt_duration=547 frames, utt_pad_proportion=0.06148, over 18138.21 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3211, pruned_loss=0.0761, over 1516299.80 frames. utt_duration=1226 frames, utt_pad_proportion=0.07167, over 4954.99 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3155, pruned_loss=0.08089, over 2473446.45 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06283, over 19257.29 utterances.], batch size: 260, lr: 7.32e-04
2022-08-22 00:34:03,163 INFO [train.py:927] (6/8) Epoch 4, batch 1950, giga_loss[loss=0.221, simple_loss=0.3072, pruned_loss=0.06739, over 12118.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03821, over 30.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3183, pruned_loss=0.08239, over 2473320.57 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05973, over 17707.98 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.32, pruned_loss=0.0755, over 1549029.37 frames. utt_duration=1238 frames, utt_pad_proportion=0.06875, over 5009.77 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3181, pruned_loss=0.08325, over 2473498.74 frames. utt_duration=523.2 frames, utt_pad_proportion=0.06151, over 18963.73 utterances.], batch size: 30, lr: 7.31e-04
2022-08-22 00:35:46,301 INFO [train.py:927] (6/8) Epoch 4, batch 2000, giga_loss[loss=0.2231, simple_loss=0.3035, pruned_loss=0.07137, over 12164.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03142, over 33.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3199, pruned_loss=0.08381, over 2473368.17 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06129, over 17974.75 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3192, pruned_loss=0.07533, over 1566934.36 frames. utt_duration=1247 frames, utt_pad_proportion=0.06756, over 5030.38 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3201, pruned_loss=0.08472, over 2473880.47 frames. utt_duration=517.7 frames, utt_pad_proportion=0.06284, over 19170.54 utterances.], batch size: 33, lr: 7.31e-04
2022-08-22 00:37:27,977 INFO [train.py:927] (6/8) Epoch 4, batch 2050, giga_loss[loss=0.24, simple_loss=0.3277, pruned_loss=0.07612, over 12389.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.06448, over 183.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3224, pruned_loss=0.08423, over 2474103.82 frames. utt_duration=560.6 frames, utt_pad_proportion=0.05942, over 17701.79 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3191, pruned_loss=0.0753, over 1589477.77 frames. utt_duration=1250 frames, utt_pad_proportion=0.06561, over 5093.85 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3227, pruned_loss=0.08517, over 2474430.86 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06122, over 18894.33 utterances.], batch size: 183, lr: 7.31e-04
2022-08-22 00:39:08,959 INFO [train.py:927] (6/8) Epoch 4, batch 2100, giga_loss[loss=0.2236, simple_loss=0.3056, pruned_loss=0.07087, over 12440.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03742, over 37.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3217, pruned_loss=0.08385, over 2473047.26 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05968, over 17160.56 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3188, pruned_loss=0.07556, over 1624089.30 frames. utt_duration=1249 frames, utt_pad_proportion=0.0635, over 5206.00 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3222, pruned_loss=0.0848, over 2473451.80 frames. utt_duration=536.6 frames, utt_pad_proportion=0.06163, over 18487.97 utterances.], batch size: 37, lr: 7.31e-04
2022-08-22 00:40:51,030 INFO [train.py:927] (6/8) Epoch 4, batch 2150, giga_loss[loss=0.2528, simple_loss=0.3261, pruned_loss=0.08971, over 12444.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04129, over 146.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.32, pruned_loss=0.08374, over 2472156.45 frames. utt_duration=565.4 frames, utt_pad_proportion=0.06632, over 17535.30 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3183, pruned_loss=0.07537, over 1636676.57 frames. utt_duration=1251 frames, utt_pad_proportion=0.06314, over 5239.62 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3208, pruned_loss=0.08469, over 2472547.19 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06754, over 18707.10 utterances.], batch size: 146, lr: 7.31e-04
2022-08-22 00:42:32,758 INFO [train.py:927] (6/8) Epoch 4, batch 2200, giga_loss[loss=0.2468, simple_loss=0.3262, pruned_loss=0.08371, over 12181.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.03552, over 28.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3207, pruned_loss=0.08459, over 2472046.75 frames. utt_duration=587.9 frames, utt_pad_proportion=0.06649, over 16863.67 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3189, pruned_loss=0.07601, over 1665397.27 frames. utt_duration=1239 frames, utt_pad_proportion=0.06638, over 5382.89 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.321, pruned_loss=0.08523, over 2472459.17 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06679, over 18061.63 utterances.], batch size: 28, lr: 7.30e-04
2022-08-22 00:44:15,077 INFO [train.py:927] (6/8) Epoch 4, batch 2250, giga_loss[loss=0.2351, simple_loss=0.3186, pruned_loss=0.07577, over 12367.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06537, over 183.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3207, pruned_loss=0.08411, over 2471136.99 frames. utt_duration=593.9 frames, utt_pad_proportion=0.06404, over 16684.25 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3186, pruned_loss=0.07597, over 1685115.92 frames. utt_duration=1228 frames, utt_pad_proportion=0.07045, over 5496.40 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3212, pruned_loss=0.08483, over 2471680.34 frames. utt_duration=557.1 frames, utt_pad_proportion=0.0634, over 17795.01 utterances.], batch size: 183, lr: 7.30e-04
2022-08-22 00:45:56,202 INFO [train.py:927] (6/8) Epoch 4, batch 2300, giga_loss[loss=0.2072, simple_loss=0.2933, pruned_loss=0.06054, over 12454.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.03823, over 26.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3211, pruned_loss=0.08348, over 2471202.22 frames. utt_duration=621.9 frames, utt_pad_proportion=0.0632, over 15932.28 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3204, pruned_loss=0.07637, over 1716268.56 frames. utt_duration=1229 frames, utt_pad_proportion=0.06833, over 5591.35 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3203, pruned_loss=0.08409, over 2471396.75 frames. utt_duration=578.1 frames, utt_pad_proportion=0.06325, over 17145.94 utterances.], batch size: 26, lr: 7.30e-04
2022-08-22 00:47:39,520 INFO [train.py:927] (6/8) Epoch 4, batch 2350, giga_loss[loss=0.2343, simple_loss=0.3125, pruned_loss=0.07807, over 12377.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03044, over 58.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.319, pruned_loss=0.0824, over 2471015.23 frames. utt_duration=624.8 frames, utt_pad_proportion=0.06306, over 15858.65 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3205, pruned_loss=0.0761, over 1727661.80 frames. utt_duration=1231 frames, utt_pad_proportion=0.06716, over 5621.31 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3183, pruned_loss=0.08311, over 2471064.17 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06339, over 16917.89 utterances.], batch size: 58, lr: 7.30e-04
2022-08-22 00:49:21,397 INFO [train.py:927] (6/8) Epoch 4, batch 2400, giga_loss[loss=0.2878, simple_loss=0.3506, pruned_loss=0.1125, over 12407.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06261, over 183.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.317, pruned_loss=0.08187, over 2472645.08 frames. utt_duration=618.5 frames, utt_pad_proportion=0.06247, over 16030.29 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3198, pruned_loss=0.07593, over 1742568.16 frames. utt_duration=1235 frames, utt_pad_proportion=0.06573, over 5649.60 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3169, pruned_loss=0.08267, over 2472569.52 frames. utt_duration=582.1 frames, utt_pad_proportion=0.06318, over 17035.54 utterances.], batch size: 183, lr: 7.29e-04
2022-08-22 00:51:03,843 INFO [train.py:927] (6/8) Epoch 4, batch 2450, giga_loss[loss=0.2155, simple_loss=0.2886, pruned_loss=0.07122, over 12408.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04008, over 105.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3147, pruned_loss=0.08073, over 2472368.42 frames. utt_duration=634.5 frames, utt_pad_proportion=0.06083, over 15623.92 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3198, pruned_loss=0.07614, over 1764313.78 frames. utt_duration=1237 frames, utt_pad_proportion=0.06417, over 5713.01 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3145, pruned_loss=0.08138, over 2472227.23 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06193, over 16640.39 utterances.], batch size: 105, lr: 7.29e-04
2022-08-22 00:52:43,712 INFO [train.py:927] (6/8) Epoch 4, batch 2500, giga_loss[loss=0.2257, simple_loss=0.3046, pruned_loss=0.07338, over 12321.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03484, over 51.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3114, pruned_loss=0.07946, over 2471536.08 frames. utt_duration=644 frames, utt_pad_proportion=0.05771, over 15386.67 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3194, pruned_loss=0.07609, over 1788753.29 frames. utt_duration=1246 frames, utt_pad_proportion=0.0621, over 5747.38 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3114, pruned_loss=0.08014, over 2471397.03 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05935, over 16481.32 utterances.], batch size: 51, lr: 7.29e-04
2022-08-22 00:54:26,933 INFO [train.py:927] (6/8) Epoch 4, batch 2550, giga_loss[loss=0.1901, simple_loss=0.2724, pruned_loss=0.05396, over 12168.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.04207, over 28.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3099, pruned_loss=0.07884, over 2471471.63 frames. utt_duration=624.6 frames, utt_pad_proportion=0.0577, over 15866.57 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3202, pruned_loss=0.0766, over 1802069.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.06182, over 5790.03 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3092, pruned_loss=0.07912, over 2471566.70 frames. utt_duration=587.2 frames, utt_pad_proportion=0.05902, over 16880.63 utterances.], batch size: 28, lr: 7.29e-04
2022-08-22 00:56:09,221 INFO [train.py:927] (6/8) Epoch 4, batch 2600, giga_loss[loss=0.2043, simple_loss=0.276, pruned_loss=0.0663, over 12400.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04059, over 37.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3122, pruned_loss=0.07954, over 2471834.53 frames. utt_duration=598.7 frames, utt_pad_proportion=0.06093, over 16557.18 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3218, pruned_loss=0.07664, over 1805503.19 frames. utt_duration=1246 frames, utt_pad_proportion=0.06149, over 5801.08 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3104, pruned_loss=0.07974, over 2471827.76 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06187, over 17389.82 utterances.], batch size: 37, lr: 7.28e-04
2022-08-22 00:57:50,114 INFO [train.py:927] (6/8) Epoch 4, batch 2650, giga_loss[loss=0.226, simple_loss=0.3118, pruned_loss=0.07012, over 12429.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03664, over 98.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3123, pruned_loss=0.07871, over 2472343.87 frames. utt_duration=598.9 frames, utt_pad_proportion=0.05686, over 16555.07 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3221, pruned_loss=0.07705, over 1815349.10 frames. utt_duration=1250 frames, utt_pad_proportion=0.06055, over 5816.00 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3106, pruned_loss=0.07865, over 2472421.92 frames. utt_duration=572.1 frames, utt_pad_proportion=0.05803, over 17332.75 utterances.], batch size: 98, lr: 7.28e-04
2022-08-22 00:59:29,466 INFO [train.py:927] (6/8) Epoch 4, batch 2700, giga_loss[loss=0.2159, simple_loss=0.2915, pruned_loss=0.07016, over 12224.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03117, over 42.00 utterances.], tot_loss[loss=0.234, simple_loss=0.3116, pruned_loss=0.07815, over 2472635.02 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06186, over 17231.42 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3217, pruned_loss=0.0769, over 1822123.62 frames. utt_duration=1253 frames, utt_pad_proportion=0.05995, over 5823.84 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3104, pruned_loss=0.07821, over 2472502.59 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06275, over 17936.27 utterances.], batch size: 42, lr: 7.28e-04
2022-08-22 01:01:09,284 INFO [train.py:927] (6/8) Epoch 4, batch 2750, giga_loss[loss=0.2247, simple_loss=0.2991, pruned_loss=0.0752, over 12385.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04838, over 31.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3114, pruned_loss=0.0785, over 2472808.28 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06386, over 17402.30 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3211, pruned_loss=0.07691, over 1841074.53 frames. utt_duration=1260 frames, utt_pad_proportion=0.05815, over 5849.78 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3106, pruned_loss=0.07857, over 2472996.27 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06499, over 18237.31 utterances.], batch size: 31, lr: 7.28e-04
2022-08-22 01:02:49,221 INFO [train.py:927] (6/8) Epoch 4, batch 2800, giga_loss[loss=0.2245, simple_loss=0.3053, pruned_loss=0.07191, over 12299.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.03752, over 51.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3136, pruned_loss=0.07973, over 2472976.98 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06356, over 17454.16 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3212, pruned_loss=0.07722, over 1856588.43 frames. utt_duration=1246 frames, utt_pad_proportion=0.06313, over 5965.02 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3126, pruned_loss=0.07963, over 2473232.54 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06314, over 18286.68 utterances.], batch size: 51, lr: 7.28e-04
2022-08-22 01:04:31,090 INFO [train.py:927] (6/8) Epoch 4, batch 2850, giga_loss[loss=0.2316, simple_loss=0.3022, pruned_loss=0.08047, over 12255.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02862, over 42.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3153, pruned_loss=0.07999, over 2472439.03 frames. utt_duration=603.4 frames, utt_pad_proportion=0.05849, over 16430.59 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3221, pruned_loss=0.07767, over 1874512.29 frames. utt_duration=1247 frames, utt_pad_proportion=0.0622, over 6020.15 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3138, pruned_loss=0.07967, over 2472947.59 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05863, over 17349.04 utterances.], batch size: 42, lr: 7.27e-04
2022-08-22 01:06:11,343 INFO [train.py:927] (6/8) Epoch 4, batch 2900, giga_loss[loss=0.1997, simple_loss=0.285, pruned_loss=0.05726, over 12360.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04343, over 26.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3156, pruned_loss=0.07984, over 2472745.16 frames. utt_duration=610.7 frames, utt_pad_proportion=0.05674, over 16236.98 utterances.], libri_tot_loss[loss=0.2383, simple_loss=0.3215, pruned_loss=0.07753, over 1883390.36 frames. utt_duration=1253 frames, utt_pad_proportion=0.06137, over 6020.87 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3148, pruned_loss=0.07971, over 2473201.39 frames. utt_duration=580 frames, utt_pad_proportion=0.05718, over 17100.91 utterances.], batch size: 26, lr: 7.27e-04
2022-08-22 01:07:51,624 INFO [train.py:927] (6/8) Epoch 4, batch 2950, giga_loss[loss=0.2548, simple_loss=0.323, pruned_loss=0.09328, over 12376.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07482, over 212.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3152, pruned_loss=0.08007, over 2473196.55 frames. utt_duration=597.8 frames, utt_pad_proportion=0.05692, over 16590.88 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3211, pruned_loss=0.07754, over 1889088.49 frames. utt_duration=1256 frames, utt_pad_proportion=0.06079, over 6023.65 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3147, pruned_loss=0.07998, over 2473720.16 frames. utt_duration=571.6 frames, utt_pad_proportion=0.0574, over 17355.87 utterances.], batch size: 212, lr: 7.27e-04
2022-08-22 01:09:32,415 INFO [train.py:927] (6/8) Epoch 4, batch 3000, giga_loss[loss=0.2155, simple_loss=0.295, pruned_loss=0.06794, over 12460.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03349, over 86.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3136, pruned_loss=0.07956, over 2472756.67 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05823, over 17132.01 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.322, pruned_loss=0.07816, over 1897569.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.05982, over 6042.21 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3124, pruned_loss=0.07909, over 2473378.63 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05885, over 17867.07 utterances.], batch size: 86, lr: 7.27e-04
2022-08-22 01:09:32,416 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 01:09:46,050 INFO [train.py:967] (6/8) Epoch 4, validation: loss=0.212, simple_loss=0.3137, pruned_loss=0.0551, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 01:11:23,146 INFO [train.py:927] (6/8) Epoch 4, batch 3050, giga_loss[loss=0.3031, simple_loss=0.368, pruned_loss=0.1191, over 12397.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.07929, over 2473677.86 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05828, over 17454.84 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3217, pruned_loss=0.0782, over 1911840.28 frames. utt_duration=1264 frames, utt_pad_proportion=0.0584, over 6057.89 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3133, pruned_loss=0.07896, over 2474170.79 frames. utt_duration=542.9 frames, utt_pad_proportion=0.05914, over 18280.57 utterances.], batch size: 259, lr: 7.26e-04
2022-08-22 01:13:01,935 INFO [train.py:927] (6/8) Epoch 4, batch 3100, giga_loss[loss=0.2227, simple_loss=0.2972, pruned_loss=0.07414, over 12360.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03165, over 97.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3142, pruned_loss=0.07912, over 2474027.66 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05462, over 17339.70 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3221, pruned_loss=0.07852, over 1922790.66 frames. utt_duration=1259 frames, utt_pad_proportion=0.05825, over 6116.23 utterances.], giga_tot_loss[loss=0.2353, simple_loss=0.3132, pruned_loss=0.07867, over 2474611.07 frames. utt_duration=546.9 frames, utt_pad_proportion=0.05547, over 18150.46 utterances.], batch size: 97, lr: 7.26e-04
2022-08-22 01:14:41,393 INFO [train.py:927] (6/8) Epoch 4, batch 3150, giga_loss[loss=0.2271, simple_loss=0.2859, pruned_loss=0.08415, over 12434.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03935, over 37.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.311, pruned_loss=0.07833, over 2474450.93 frames. utt_duration=584.2 frames, utt_pad_proportion=0.05341, over 16987.11 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3208, pruned_loss=0.07805, over 1944749.19 frames. utt_duration=1271 frames, utt_pad_proportion=0.05633, over 6128.33 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3108, pruned_loss=0.0783, over 2474672.92 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05473, over 18032.53 utterances.], batch size: 37, lr: 7.26e-04
2022-08-22 01:16:19,712 INFO [train.py:927] (6/8) Epoch 4, batch 3200, giga_loss[loss=0.2332, simple_loss=0.3171, pruned_loss=0.07465, over 12405.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05595, over 162.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.31, pruned_loss=0.07868, over 2474556.75 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05374, over 16972.42 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3203, pruned_loss=0.07781, over 1962810.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.05989, over 6233.71 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3098, pruned_loss=0.07882, over 2474918.94 frames. utt_duration=549.8 frames, utt_pad_proportion=0.0535, over 18056.06 utterances.], batch size: 162, lr: 7.26e-04
2022-08-22 01:17:59,519 INFO [train.py:927] (6/8) Epoch 4, batch 3250, giga_loss[loss=0.2227, simple_loss=0.2942, pruned_loss=0.07559, over 12386.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.02718, over 51.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3069, pruned_loss=0.0772, over 2473928.94 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05066, over 16415.43 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3198, pruned_loss=0.07747, over 1979654.09 frames. utt_duration=1271 frames, utt_pad_proportion=0.05861, over 6238.42 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3067, pruned_loss=0.07755, over 2474976.11 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05096, over 17623.00 utterances.], batch size: 51, lr: 7.26e-04
2022-08-22 01:19:39,493 INFO [train.py:927] (6/8) Epoch 4, batch 3300, giga_loss[loss=0.2226, simple_loss=0.2912, pruned_loss=0.07696, over 12404.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04003, over 40.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3031, pruned_loss=0.07589, over 2474656.27 frames. utt_duration=594.9 frames, utt_pad_proportion=0.05259, over 16680.34 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3193, pruned_loss=0.07723, over 1992187.55 frames. utt_duration=1276 frames, utt_pad_proportion=0.05728, over 6252.29 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.303, pruned_loss=0.07634, over 2475224.46 frames. utt_duration=555.6 frames, utt_pad_proportion=0.05311, over 17867.90 utterances.], batch size: 40, lr: 7.25e-04
2022-08-22 01:21:19,972 INFO [train.py:927] (6/8) Epoch 4, batch 3350, giga_loss[loss=0.2441, simple_loss=0.3203, pruned_loss=0.08397, over 12329.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02634, over 45.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3041, pruned_loss=0.07633, over 2474342.42 frames. utt_duration=606 frames, utt_pad_proportion=0.05104, over 16373.07 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3196, pruned_loss=0.07769, over 2001875.16 frames. utt_duration=1279 frames, utt_pad_proportion=0.05618, over 6266.19 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3036, pruned_loss=0.07635, over 2474696.46 frames. utt_duration=567.8 frames, utt_pad_proportion=0.05187, over 17481.17 utterances.], batch size: 45, lr: 7.25e-04
2022-08-22 01:23:00,479 INFO [train.py:927] (6/8) Epoch 4, batch 3400, libri_loss[loss=0.2012, simple_loss=0.2802, pruned_loss=0.0611, over 12446.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006916, over 32.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3092, pruned_loss=0.07848, over 2474566.88 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05909, over 17782.26 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3212, pruned_loss=0.07823, over 2016058.03 frames. utt_duration=1278 frames, utt_pad_proportion=0.05555, over 6316.62 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3073, pruned_loss=0.0781, over 2474677.36 frames. utt_duration=524.9 frames, utt_pad_proportion=0.05943, over 18912.92 utterances.], batch size: 32, lr: 7.25e-04
2022-08-22 01:24:41,845 INFO [train.py:927] (6/8) Epoch 4, batch 3450, giga_loss[loss=0.2358, simple_loss=0.316, pruned_loss=0.07778, over 12376.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3109, pruned_loss=0.07893, over 2474654.87 frames. utt_duration=549.5 frames, utt_pad_proportion=0.05971, over 18062.73 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3205, pruned_loss=0.07789, over 2023074.07 frames. utt_duration=1283 frames, utt_pad_proportion=0.05482, over 6316.87 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3097, pruned_loss=0.07888, over 2474586.68 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06015, over 19105.10 utterances.], batch size: 133, lr: 7.25e-04
2022-08-22 01:26:29,187 INFO [train.py:927] (6/8) Epoch 4, batch 3500, giga_loss[loss=0.25, simple_loss=0.3248, pruned_loss=0.08761, over 12369.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03109, over 62.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.318, pruned_loss=0.08476, over 2474961.19 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06232, over 18523.47 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3208, pruned_loss=0.07816, over 2029922.07 frames. utt_duration=1279 frames, utt_pad_proportion=0.05427, over 6354.90 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3168, pruned_loss=0.08456, over 2474826.40 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06274, over 19471.27 utterances.], batch size: 62, lr: 7.24e-04
2022-08-22 01:28:17,198 INFO [train.py:927] (6/8) Epoch 4, batch 3550, giga_loss[loss=0.2673, simple_loss=0.352, pruned_loss=0.09128, over 12355.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3243, pruned_loss=0.08882, over 2474399.08 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05813, over 17727.64 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3209, pruned_loss=0.07821, over 2038477.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.05394, over 6396.68 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3233, pruned_loss=0.08877, over 2474531.18 frames. utt_duration=532.3 frames, utt_pad_proportion=0.05881, over 18648.25 utterances.], batch size: 58, lr: 7.24e-04
2022-08-22 01:30:03,323 INFO [train.py:927] (6/8) Epoch 4, batch 3600, giga_loss[loss=0.2789, simple_loss=0.3487, pruned_loss=0.1046, over 12436.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03786, over 105.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.334, pruned_loss=0.0965, over 2474623.04 frames. utt_duration=521.7 frames, utt_pad_proportion=0.06699, over 19029.09 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3214, pruned_loss=0.07815, over 2042773.54 frames. utt_duration=1280 frames, utt_pad_proportion=0.05367, over 6391.71 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3329, pruned_loss=0.09664, over 2474786.49 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06725, over 19867.24 utterances.], batch size: 105, lr: 7.24e-04
2022-08-22 01:31:48,214 INFO [train.py:927] (6/8) Epoch 4, batch 3650, giga_loss[loss=0.2711, simple_loss=0.3381, pruned_loss=0.1021, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.05148, over 34.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3397, pruned_loss=0.1016, over 2474614.05 frames. utt_duration=499.8 frames, utt_pad_proportion=0.07376, over 19865.01 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.322, pruned_loss=0.07869, over 2055257.62 frames. utt_duration=1284 frames, utt_pad_proportion=0.05221, over 6409.79 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3388, pruned_loss=0.1019, over 2475043.72 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07428, over 20887.14 utterances.], batch size: 34, lr: 7.24e-04
2022-08-22 01:33:35,691 INFO [train.py:927] (6/8) Epoch 4, batch 3700, giga_loss[loss=0.2853, simple_loss=0.3507, pruned_loss=0.11, over 12313.00 frames. utt_duration=1450 frames, utt_pad_proportion=0.05023, over 34.00 utterances.], tot_loss[loss=0.2786, simple_loss=0.3439, pruned_loss=0.1066, over 2474614.44 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07373, over 20563.93 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3211, pruned_loss=0.07834, over 2065564.09 frames. utt_duration=1290 frames, utt_pad_proportion=0.05138, over 6413.45 utterances.], giga_tot_loss[loss=0.2799, simple_loss=0.3443, pruned_loss=0.1077, over 2475011.27 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07455, over 21697.15 utterances.], batch size: 34, lr: 7.24e-04
2022-08-22 01:35:26,002 INFO [train.py:927] (6/8) Epoch 4, batch 3750, giga_loss[loss=0.2988, simple_loss=0.3584, pruned_loss=0.1196, over 12412.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03762, over 113.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3491, pruned_loss=0.1107, over 2474752.82 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07817, over 20971.00 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3213, pruned_loss=0.07865, over 2077703.99 frames. utt_duration=1261 frames, utt_pad_proportion=0.06031, over 6600.03 utterances.], giga_tot_loss[loss=0.2872, simple_loss=0.35, pruned_loss=0.1122, over 2475051.88 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07673, over 22108.66 utterances.], batch size: 113, lr: 7.23e-04
2022-08-22 01:37:13,186 INFO [train.py:927] (6/8) Epoch 4, batch 3800, giga_loss[loss=0.2656, simple_loss=0.3343, pruned_loss=0.09846, over 12405.00 frames. utt_duration=710.3 frames, utt_pad_proportion=0.02559, over 70.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3502, pruned_loss=0.1125, over 2474344.93 frames. utt_duration=461.2 frames, utt_pad_proportion=0.08392, over 21528.53 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3216, pruned_loss=0.07869, over 2087418.90 frames. utt_duration=1264 frames, utt_pad_proportion=0.0591, over 6613.91 utterances.], giga_tot_loss[loss=0.29, simple_loss=0.3513, pruned_loss=0.1144, over 2474692.15 frames. utt_duration=436.4 frames, utt_pad_proportion=0.08304, over 22757.52 utterances.], batch size: 70, lr: 7.23e-04
2022-08-22 01:38:56,303 INFO [train.py:927] (6/8) Epoch 4, batch 3850, giga_loss[loss=0.2595, simple_loss=0.3341, pruned_loss=0.0924, over 12330.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03405, over 51.00 utterances.], tot_loss[loss=0.2905, simple_loss=0.3526, pruned_loss=0.1142, over 2474720.50 frames. utt_duration=437.1 frames, utt_pad_proportion=0.08868, over 22721.78 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3214, pruned_loss=0.07851, over 2095019.95 frames. utt_duration=1267 frames, utt_pad_proportion=0.05803, over 6622.57 utterances.], giga_tot_loss[loss=0.2935, simple_loss=0.3541, pruned_loss=0.1164, over 2475076.80 frames. utt_duration=414.7 frames, utt_pad_proportion=0.0882, over 23959.40 utterances.], batch size: 51, lr: 7.23e-04
2022-08-22 01:40:41,872 INFO [train.py:927] (6/8) Epoch 4, batch 3900, giga_loss[loss=0.2403, simple_loss=0.3117, pruned_loss=0.08446, over 12410.00 frames. utt_duration=857.5 frames, utt_pad_proportion=0.02776, over 58.00 utterances.], tot_loss[loss=0.2914, simple_loss=0.3534, pruned_loss=0.1147, over 2475323.25 frames. utt_duration=434.1 frames, utt_pad_proportion=0.08972, over 22884.29 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3211, pruned_loss=0.07857, over 2102751.46 frames. utt_duration=1272 frames, utt_pad_proportion=0.05712, over 6619.12 utterances.], giga_tot_loss[loss=0.2949, simple_loss=0.3555, pruned_loss=0.1171, over 2475432.79 frames. utt_duration=411.2 frames, utt_pad_proportion=0.08967, over 24168.11 utterances.], batch size: 58, lr: 7.23e-04
2022-08-22 01:42:28,298 INFO [train.py:927] (6/8) Epoch 4, batch 3950, giga_loss[loss=0.3032, simple_loss=0.3595, pruned_loss=0.1235, over 12413.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07233, over 212.00 utterances.], tot_loss[loss=0.29, simple_loss=0.354, pruned_loss=0.113, over 2474632.61 frames. utt_duration=425.6 frames, utt_pad_proportion=0.08955, over 23336.74 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3225, pruned_loss=0.07858, over 2110128.79 frames. utt_duration=1277 frames, utt_pad_proportion=0.05612, over 6619.71 utterances.], giga_tot_loss[loss=0.293, simple_loss=0.355, pruned_loss=0.1155, over 2474754.92 frames. utt_duration=402.9 frames, utt_pad_proportion=0.08995, over 24660.92 utterances.], batch size: 212, lr: 7.23e-04
2022-08-22 01:44:14,159 INFO [train.py:927] (6/8) Epoch 4, batch 4000, libri_loss[loss=0.2827, simple_loss=0.3696, pruned_loss=0.09789, over 12446.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009123, over 39.00 utterances.], tot_loss[loss=0.2855, simple_loss=0.3512, pruned_loss=0.1099, over 2474835.97 frames. utt_duration=442.3 frames, utt_pad_proportion=0.08307, over 22453.60 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3231, pruned_loss=0.07878, over 2117409.81 frames. utt_duration=1279 frames, utt_pad_proportion=0.05534, over 6630.34 utterances.], giga_tot_loss[loss=0.2883, simple_loss=0.352, pruned_loss=0.1123, over 2474874.58 frames. utt_duration=417.5 frames, utt_pad_proportion=0.08408, over 23795.99 utterances.], batch size: 39, lr: 7.22e-04
2022-08-22 01:45:57,902 INFO [train.py:927] (6/8) Epoch 4, batch 4050, giga_loss[loss=0.2233, simple_loss=0.3083, pruned_loss=0.0691, over 12449.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03123, over 75.00 utterances.], tot_loss[loss=0.2827, simple_loss=0.3491, pruned_loss=0.1082, over 2474444.43 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07851, over 21827.99 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3234, pruned_loss=0.07885, over 2124157.09 frames. utt_duration=1280 frames, utt_pad_proportion=0.05433, over 6643.58 utterances.], giga_tot_loss[loss=0.2857, simple_loss=0.3501, pruned_loss=0.1106, over 2474825.38 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07998, over 23164.52 utterances.], batch size: 75, lr: 7.22e-04
2022-08-22 01:47:49,646 INFO [train.py:927] (6/8) Epoch 4, batch 4100, libri_loss[loss=0.2144, simple_loss=0.2843, pruned_loss=0.07228, over 12396.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008828, over 30.00 utterances.], tot_loss[loss=0.2789, simple_loss=0.3458, pruned_loss=0.106, over 2474975.81 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07929, over 21868.20 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3231, pruned_loss=0.07897, over 2131185.87 frames. utt_duration=1283 frames, utt_pad_proportion=0.05336, over 6649.63 utterances.], giga_tot_loss[loss=0.282, simple_loss=0.3472, pruned_loss=0.1084, over 2475212.52 frames. utt_duration=428.1 frames, utt_pad_proportion=0.08083, over 23204.95 utterances.], batch size: 30, lr: 7.22e-04
2022-08-22 01:49:35,662 INFO [train.py:927] (6/8) Epoch 4, batch 4150, giga_loss[loss=0.2681, simple_loss=0.346, pruned_loss=0.09509, over 12380.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07174, over 212.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3452, pruned_loss=0.1029, over 2474727.96 frames. utt_duration=470.9 frames, utt_pad_proportion=0.08068, over 21086.08 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3232, pruned_loss=0.0791, over 2137895.60 frames. utt_duration=1270 frames, utt_pad_proportion=0.05681, over 6740.24 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3467, pruned_loss=0.1052, over 2475022.06 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08119, over 22337.61 utterances.], batch size: 212, lr: 7.22e-04
2022-08-22 01:51:21,875 INFO [train.py:927] (6/8) Epoch 4, batch 4200, giga_loss[loss=0.2738, simple_loss=0.3374, pruned_loss=0.1051, over 12306.00 frames. utt_duration=850.3 frames, utt_pad_proportion=0.03589, over 58.00 utterances.], tot_loss[loss=0.2741, simple_loss=0.344, pruned_loss=0.1021, over 2474532.26 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07803, over 20965.63 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.323, pruned_loss=0.07893, over 2141008.06 frames. utt_duration=1272 frames, utt_pad_proportion=0.05633, over 6738.86 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3454, pruned_loss=0.1042, over 2474970.75 frames. utt_duration=450 frames, utt_pad_proportion=0.07875, over 22070.31 utterances.], batch size: 58, lr: 7.21e-04
2022-08-22 01:53:06,806 INFO [train.py:927] (6/8) Epoch 4, batch 4250, libri_loss[loss=0.2133, simple_loss=0.2987, pruned_loss=0.06389, over 12231.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006192, over 31.00 utterances.], tot_loss[loss=0.2736, simple_loss=0.3429, pruned_loss=0.1022, over 2474637.98 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07981, over 20809.21 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3245, pruned_loss=0.07929, over 2147341.33 frames. utt_duration=1262 frames, utt_pad_proportion=0.05981, over 6813.68 utterances.], giga_tot_loss[loss=0.2756, simple_loss=0.3432, pruned_loss=0.1039, over 2475268.03 frames. utt_duration=454 frames, utt_pad_proportion=0.07941, over 21875.67 utterances.], batch size: 31, lr: 7.21e-04
2022-08-22 01:54:54,694 INFO [train.py:927] (6/8) Epoch 4, batch 4300, giga_loss[loss=0.2622, simple_loss=0.3353, pruned_loss=0.0945, over 12437.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03717, over 133.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3411, pruned_loss=0.1006, over 2474992.08 frames. utt_duration=488.8 frames, utt_pad_proportion=0.07487, over 20315.39 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3246, pruned_loss=0.07938, over 2153991.66 frames. utt_duration=1266 frames, utt_pad_proportion=0.05877, over 6811.41 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3416, pruned_loss=0.1024, over 2475344.75 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07515, over 21402.03 utterances.], batch size: 133, lr: 7.21e-04
2022-08-22 01:56:37,962 INFO [train.py:927] (6/8) Epoch 4, batch 4350, giga_loss[loss=0.286, simple_loss=0.3451, pruned_loss=0.1134, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.27, simple_loss=0.341, pruned_loss=0.09948, over 2474524.34 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06888, over 19302.96 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3251, pruned_loss=0.07959, over 2161710.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05749, over 6818.98 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3414, pruned_loss=0.1012, over 2475027.77 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06989, over 20449.50 utterances.], batch size: 146, lr: 7.21e-04
2022-08-22 01:58:25,427 INFO [train.py:927] (6/8) Epoch 4, batch 4400, giga_loss[loss=0.2242, simple_loss=0.2989, pruned_loss=0.07476, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03595, over 37.00 utterances.], tot_loss[loss=0.2671, simple_loss=0.3383, pruned_loss=0.09796, over 2474431.05 frames. utt_duration=524.6 frames, utt_pad_proportion=0.0665, over 18917.86 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3246, pruned_loss=0.07952, over 2167891.53 frames. utt_duration=1276 frames, utt_pad_proportion=0.05659, over 6805.71 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3393, pruned_loss=0.09972, over 2474846.89 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06775, over 20066.01 utterances.], batch size: 37, lr: 7.21e-04
2022-08-22 02:00:11,637 INFO [train.py:927] (6/8) Epoch 4, batch 4450, giga_loss[loss=0.2649, simple_loss=0.3398, pruned_loss=0.09505, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3378, pruned_loss=0.0988, over 2474668.26 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06534, over 19243.14 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3248, pruned_loss=0.07972, over 2173526.89 frames. utt_duration=1275 frames, utt_pad_proportion=0.05586, over 6825.57 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3387, pruned_loss=0.1004, over 2475377.64 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06663, over 20347.54 utterances.], batch size: 75, lr: 7.20e-04
2022-08-22 02:01:54,730 INFO [train.py:927] (6/8) Epoch 4, batch 4500, giga_loss[loss=0.2989, simple_loss=0.365, pruned_loss=0.1164, over 12395.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04856, over 161.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3363, pruned_loss=0.09845, over 2474542.39 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06877, over 19614.79 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3246, pruned_loss=0.07956, over 2184895.42 frames. utt_duration=1277 frames, utt_pad_proportion=0.05456, over 6854.30 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3376, pruned_loss=0.1005, over 2475524.57 frames. utt_duration=475 frames, utt_pad_proportion=0.07005, over 20910.05 utterances.], batch size: 161, lr: 7.20e-04
2022-08-22 02:03:41,977 INFO [train.py:927] (6/8) Epoch 4, batch 4550, giga_loss[loss=0.2569, simple_loss=0.3326, pruned_loss=0.09058, over 12374.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03175, over 104.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3348, pruned_loss=0.0985, over 2474296.75 frames. utt_duration=506.5 frames, utt_pad_proportion=0.07085, over 19597.90 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3241, pruned_loss=0.07934, over 2192087.15 frames. utt_duration=1266 frames, utt_pad_proportion=0.05929, over 6936.41 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3365, pruned_loss=0.1007, over 2475066.54 frames. utt_duration=476.6 frames, utt_pad_proportion=0.07058, over 20835.18 utterances.], batch size: 104, lr: 7.20e-04
2022-08-22 02:05:25,621 INFO [train.py:927] (6/8) Epoch 4, batch 4600, giga_loss[loss=0.2789, simple_loss=0.3454, pruned_loss=0.1061, over 12237.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03069, over 42.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3351, pruned_loss=0.09791, over 2474089.54 frames. utt_duration=517.7 frames, utt_pad_proportion=0.0664, over 19170.96 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3242, pruned_loss=0.07944, over 2196207.44 frames. utt_duration=1266 frames, utt_pad_proportion=0.0585, over 6946.35 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3365, pruned_loss=0.09981, over 2474774.34 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06669, over 20297.10 utterances.], batch size: 42, lr: 7.20e-04
2022-08-22 02:07:10,107 INFO [train.py:927] (6/8) Epoch 4, batch 4650, giga_loss[loss=0.2305, simple_loss=0.3088, pruned_loss=0.07613, over 12397.00 frames. utt_duration=752.7 frames, utt_pad_proportion=0.02495, over 66.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3362, pruned_loss=0.09785, over 2474819.58 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06664, over 19525.89 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3247, pruned_loss=0.07923, over 2198754.18 frames. utt_duration=1270 frames, utt_pad_proportion=0.05809, over 6933.91 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3369, pruned_loss=0.09966, over 2475555.40 frames. utt_duration=483.7 frames, utt_pad_proportion=0.067, over 20533.52 utterances.], batch size: 66, lr: 7.19e-04
2022-08-22 02:08:55,426 INFO [train.py:927] (6/8) Epoch 4, batch 4700, giga_loss[loss=0.3327, simple_loss=0.3613, pruned_loss=0.1521, over 12365.00 frames. utt_duration=135 frames, utt_pad_proportion=0.206, over 370.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3382, pruned_loss=0.1006, over 2475159.58 frames. utt_duration=490.5 frames, utt_pad_proportion=0.07272, over 20245.23 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3249, pruned_loss=0.07952, over 2207045.19 frames. utt_duration=1268 frames, utt_pad_proportion=0.05813, over 6968.23 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.339, pruned_loss=0.1024, over 2475644.22 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07282, over 21378.10 utterances.], batch size: 370, lr: 7.19e-04
2022-08-22 02:10:37,267 INFO [train.py:927] (6/8) Epoch 4, batch 4750, giga_loss[loss=0.2727, simple_loss=0.3447, pruned_loss=0.1003, over 12442.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03216, over 75.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3392, pruned_loss=0.1027, over 2475274.24 frames. utt_duration=484 frames, utt_pad_proportion=0.07128, over 20519.61 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3246, pruned_loss=0.07944, over 2216509.77 frames. utt_duration=1274 frames, utt_pad_proportion=0.0564, over 6967.26 utterances.], giga_tot_loss[loss=0.2752, simple_loss=0.3406, pruned_loss=0.1049, over 2475491.58 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07205, over 21854.01 utterances.], batch size: 75, lr: 7.19e-04
2022-08-22 02:12:21,244 INFO [train.py:927] (6/8) Epoch 4, batch 4800, giga_loss[loss=0.2695, simple_loss=0.3402, pruned_loss=0.09944, over 12373.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03797, over 113.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3393, pruned_loss=0.1034, over 2475209.17 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07178, over 21068.33 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3252, pruned_loss=0.07998, over 2219171.22 frames. utt_duration=1261 frames, utt_pad_proportion=0.06064, over 7049.17 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3401, pruned_loss=0.1049, over 2475303.73 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07138, over 22169.60 utterances.], batch size: 113, lr: 7.19e-04
2022-08-22 02:14:03,075 INFO [train.py:927] (6/8) Epoch 4, batch 4850, giga_loss[loss=0.2418, simple_loss=0.3236, pruned_loss=0.08003, over 12387.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02585, over 66.00 utterances.], tot_loss[loss=0.2705, simple_loss=0.3385, pruned_loss=0.1013, over 2475051.46 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07122, over 20890.16 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3249, pruned_loss=0.0799, over 2227922.72 frames. utt_duration=1267 frames, utt_pad_proportion=0.05891, over 7042.47 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3398, pruned_loss=0.1033, over 2475187.49 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07155, over 22214.81 utterances.], batch size: 66, lr: 7.19e-04
2022-08-22 02:15:52,264 INFO [train.py:927] (6/8) Epoch 4, batch 4900, giga_loss[loss=0.2892, simple_loss=0.3516, pruned_loss=0.1134, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3365, pruned_loss=0.09987, over 2474984.16 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07169, over 21225.95 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3253, pruned_loss=0.07988, over 2234054.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.05897, over 7049.02 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3375, pruned_loss=0.102, over 2475068.33 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07203, over 22599.64 utterances.], batch size: 133, lr: 7.18e-04
2022-08-22 02:17:33,352 INFO [train.py:927] (6/8) Epoch 4, batch 4950, giga_loss[loss=0.3536, simple_loss=0.3974, pruned_loss=0.1549, over 12378.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09751, over 256.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3359, pruned_loss=0.09986, over 2475090.55 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07217, over 21059.73 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.325, pruned_loss=0.0798, over 2241909.77 frames. utt_duration=1273 frames, utt_pad_proportion=0.05755, over 7052.06 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3373, pruned_loss=0.1022, over 2475560.53 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07299, over 22605.79 utterances.], batch size: 256, lr: 7.18e-04
2022-08-22 02:19:22,301 INFO [train.py:927] (6/8) Epoch 4, batch 5000, giga_loss[loss=0.2724, simple_loss=0.3497, pruned_loss=0.09752, over 12418.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3387, pruned_loss=0.09967, over 2475223.95 frames. utt_duration=473.6 frames, utt_pad_proportion=0.0707, over 20969.21 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3249, pruned_loss=0.0797, over 2242826.22 frames. utt_duration=1274 frames, utt_pad_proportion=0.05732, over 7048.80 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.34, pruned_loss=0.1017, over 2475821.62 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07152, over 22246.61 utterances.], batch size: 161, lr: 7.18e-04
2022-08-22 02:21:06,830 INFO [train.py:927] (6/8) Epoch 4, batch 5050, giga_loss[loss=0.2188, simple_loss=0.3052, pruned_loss=0.06624, over 12402.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04487, over 26.00 utterances.], tot_loss[loss=0.2723, simple_loss=0.3415, pruned_loss=0.1016, over 2475326.41 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07072, over 21049.56 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3247, pruned_loss=0.07986, over 2246063.61 frames. utt_duration=1276 frames, utt_pad_proportion=0.05679, over 7048.14 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3429, pruned_loss=0.1033, over 2476002.59 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07159, over 22254.86 utterances.], batch size: 26, lr: 7.18e-04
2022-08-22 02:22:52,352 INFO [train.py:927] (6/8) Epoch 4, batch 5100, giga_loss[loss=0.2608, simple_loss=0.3293, pruned_loss=0.09611, over 12309.00 frames. utt_duration=967 frames, utt_pad_proportion=0.03497, over 51.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.342, pruned_loss=0.1024, over 2475191.95 frames. utt_duration=481 frames, utt_pad_proportion=0.06874, over 20647.91 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3243, pruned_loss=0.07997, over 2251598.57 frames. utt_duration=1277 frames, utt_pad_proportion=0.05595, over 7060.64 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3439, pruned_loss=0.1042, over 2475875.12 frames. utt_duration=453.1 frames, utt_pad_proportion=0.06992, over 21928.88 utterances.], batch size: 51, lr: 7.18e-04
2022-08-22 02:24:35,626 INFO [train.py:927] (6/8) Epoch 4, batch 5150, giga_loss[loss=0.2842, simple_loss=0.3413, pruned_loss=0.1136, over 12304.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.03357, over 51.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3394, pruned_loss=0.1012, over 2474634.40 frames. utt_duration=490.6 frames, utt_pad_proportion=0.0686, over 20237.65 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3236, pruned_loss=0.07969, over 2258881.37 frames. utt_duration=1283 frames, utt_pad_proportion=0.05446, over 7050.75 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.342, pruned_loss=0.1037, over 2475571.13 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07013, over 21701.16 utterances.], batch size: 51, lr: 7.17e-04
2022-08-22 02:26:18,166 INFO [train.py:927] (6/8) Epoch 4, batch 5200, giga_loss[loss=0.2952, simple_loss=0.3561, pruned_loss=0.1172, over 12392.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03693, over 113.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3391, pruned_loss=0.1016, over 2474804.46 frames. utt_duration=493.7 frames, utt_pad_proportion=0.0634, over 20109.30 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3239, pruned_loss=0.0797, over 2262222.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.05378, over 7065.92 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3411, pruned_loss=0.1038, over 2475436.00 frames. utt_duration=463.6 frames, utt_pad_proportion=0.06519, over 21425.94 utterances.], batch size: 113, lr: 7.17e-04
2022-08-22 02:28:03,444 INFO [train.py:927] (6/8) Epoch 4, batch 5250, libri_loss[loss=0.2338, simple_loss=0.3057, pruned_loss=0.08092, over 12436.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007593, over 32.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.34, pruned_loss=0.1029, over 2475647.96 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0686, over 20757.79 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3239, pruned_loss=0.07976, over 2267684.01 frames. utt_duration=1283 frames, utt_pad_proportion=0.05277, over 7079.14 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3419, pruned_loss=0.1051, over 2475978.06 frames. utt_duration=449.7 frames, utt_pad_proportion=0.0701, over 22096.86 utterances.], batch size: 32, lr: 7.17e-04
2022-08-22 02:29:48,122 INFO [train.py:927] (6/8) Epoch 4, batch 5300, giga_loss[loss=0.2356, simple_loss=0.3138, pruned_loss=0.07867, over 12356.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04152, over 37.00 utterances.], tot_loss[loss=0.2698, simple_loss=0.3371, pruned_loss=0.1012, over 2475186.42 frames. utt_duration=487.7 frames, utt_pad_proportion=0.06564, over 20361.07 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3234, pruned_loss=0.07955, over 2270635.39 frames. utt_duration=1288 frames, utt_pad_proportion=0.05221, over 7061.03 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3393, pruned_loss=0.1034, over 2475573.19 frames. utt_duration=459.6 frames, utt_pad_proportion=0.06724, over 21616.08 utterances.], batch size: 37, lr: 7.17e-04
2022-08-22 02:31:30,974 INFO [train.py:927] (6/8) Epoch 4, batch 5350, giga_loss[loss=0.4459, simple_loss=0.4452, pruned_loss=0.2233, over 12375.00 frames. utt_duration=192.6 frames, utt_pad_proportion=0.1086, over 259.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.34, pruned_loss=0.1029, over 2474997.77 frames. utt_duration=474.6 frames, utt_pad_proportion=0.06996, over 20926.85 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3233, pruned_loss=0.07932, over 2275767.57 frames. utt_duration=1292 frames, utt_pad_proportion=0.05117, over 7051.69 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3421, pruned_loss=0.1054, over 2475242.94 frames. utt_duration=446.5 frames, utt_pad_proportion=0.0714, over 22245.80 utterances.], batch size: 259, lr: 7.16e-04
2022-08-22 02:33:17,648 INFO [train.py:927] (6/8) Epoch 4, batch 5400, libri_loss[loss=0.2698, simple_loss=0.352, pruned_loss=0.09378, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01396, over 40.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3415, pruned_loss=0.1027, over 2475106.56 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0707, over 20802.87 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3243, pruned_loss=0.07943, over 2282846.09 frames. utt_duration=1293 frames, utt_pad_proportion=0.05005, over 7071.57 utterances.], giga_tot_loss[loss=0.2768, simple_loss=0.343, pruned_loss=0.1053, over 2475103.28 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07234, over 22288.64 utterances.], batch size: 40, lr: 7.16e-04
2022-08-22 02:35:00,470 INFO [train.py:927] (6/8) Epoch 4, batch 5450, giga_loss[loss=0.2168, simple_loss=0.3063, pruned_loss=0.0637, over 12241.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03828, over 28.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3422, pruned_loss=0.09984, over 2474621.94 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06521, over 19316.07 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.3243, pruned_loss=0.07956, over 2288110.27 frames. utt_duration=1298 frames, utt_pad_proportion=0.04886, over 7060.66 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3437, pruned_loss=0.1024, over 2474959.98 frames. utt_duration=476.2 frames, utt_pad_proportion=0.0675, over 20852.28 utterances.], batch size: 28, lr: 7.16e-04
2022-08-22 02:36:42,626 INFO [train.py:927] (6/8) Epoch 4, batch 5500, giga_loss[loss=0.3183, simple_loss=0.3857, pruned_loss=0.1255, over 12467.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.03004, over 75.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3449, pruned_loss=0.1027, over 2475315.89 frames. utt_duration=489.2 frames, utt_pad_proportion=0.06914, over 20302.11 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3241, pruned_loss=0.07954, over 2292798.96 frames. utt_duration=1301 frames, utt_pad_proportion=0.04796, over 7055.19 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3467, pruned_loss=0.1052, over 2475514.36 frames. utt_duration=455.4 frames, utt_pad_proportion=0.07105, over 21813.49 utterances.], batch size: 75, lr: 7.16e-04
2022-08-22 02:38:29,598 INFO [train.py:927] (6/8) Epoch 4, batch 5550, giga_loss[loss=0.2697, simple_loss=0.3358, pruned_loss=0.1018, over 12381.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02707, over 91.00 utterances.], tot_loss[loss=0.2769, simple_loss=0.3456, pruned_loss=0.1041, over 2475395.19 frames. utt_duration=485.9 frames, utt_pad_proportion=0.06986, over 20440.62 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.324, pruned_loss=0.0794, over 2296421.97 frames. utt_duration=1299 frames, utt_pad_proportion=0.04753, over 7077.06 utterances.], giga_tot_loss[loss=0.2804, simple_loss=0.3475, pruned_loss=0.1067, over 2475553.24 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07158, over 21865.35 utterances.], batch size: 91, lr: 7.16e-04
2022-08-22 02:40:09,754 INFO [train.py:927] (6/8) Epoch 4, batch 5600, giga_loss[loss=0.2174, simple_loss=0.3128, pruned_loss=0.06099, over 12249.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03678, over 28.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3442, pruned_loss=0.1023, over 2475006.76 frames. utt_duration=490 frames, utt_pad_proportion=0.06919, over 20264.00 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.324, pruned_loss=0.0794, over 2300031.35 frames. utt_duration=1293 frames, utt_pad_proportion=0.04873, over 7125.17 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3461, pruned_loss=0.1047, over 2475082.99 frames. utt_duration=460 frames, utt_pad_proportion=0.07037, over 21593.26 utterances.], batch size: 28, lr: 7.15e-04
2022-08-22 02:41:52,816 INFO [train.py:927] (6/8) Epoch 4, batch 5650, libri_loss[loss=0.2308, simple_loss=0.3221, pruned_loss=0.06969, over 12327.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.06279, over 51.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3435, pruned_loss=0.1002, over 2474314.64 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06457, over 19554.19 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3238, pruned_loss=0.07922, over 2306280.84 frames. utt_duration=1294 frames, utt_pad_proportion=0.04796, over 7135.38 utterances.], giga_tot_loss[loss=0.2762, simple_loss=0.3459, pruned_loss=0.1032, over 2474976.28 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06628, over 21109.70 utterances.], batch size: 51, lr: 7.15e-04
2022-08-22 02:43:35,660 INFO [train.py:927] (6/8) Epoch 4, batch 5700, giga_loss[loss=0.259, simple_loss=0.3353, pruned_loss=0.09136, over 12442.00 frames. utt_duration=438 frames, utt_pad_proportion=0.03947, over 114.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.3444, pruned_loss=0.1017, over 2474213.66 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07162, over 20231.70 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3234, pruned_loss=0.07904, over 2312437.60 frames. utt_duration=1275 frames, utt_pad_proportion=0.05655, over 7264.01 utterances.], giga_tot_loss[loss=0.2788, simple_loss=0.3475, pruned_loss=0.105, over 2475178.90 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07038, over 21834.45 utterances.], batch size: 114, lr: 7.15e-04
2022-08-22 02:45:17,470 INFO [train.py:927] (6/8) Epoch 4, batch 5750, giga_loss[loss=0.2662, simple_loss=0.334, pruned_loss=0.09918, over 12345.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02915, over 66.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3422, pruned_loss=0.1013, over 2474004.54 frames. utt_duration=498.5 frames, utt_pad_proportion=0.07119, over 19909.44 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3224, pruned_loss=0.07858, over 2316319.46 frames. utt_duration=1281 frames, utt_pad_proportion=0.05549, over 7240.69 utterances.], giga_tot_loss[loss=0.2778, simple_loss=0.3459, pruned_loss=0.1049, over 2474889.56 frames. utt_duration=461.8 frames, utt_pad_proportion=0.07064, over 21504.25 utterances.], batch size: 66, lr: 7.15e-04
2022-08-22 02:47:02,129 INFO [train.py:927] (6/8) Epoch 4, batch 5800, giga_loss[loss=0.3114, simple_loss=0.3697, pruned_loss=0.1266, over 12437.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04136, over 146.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3399, pruned_loss=0.1008, over 2474759.53 frames. utt_duration=505.4 frames, utt_pad_proportion=0.0693, over 19645.13 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3215, pruned_loss=0.07811, over 2320186.67 frames. utt_duration=1285 frames, utt_pad_proportion=0.0544, over 7227.89 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3441, pruned_loss=0.1046, over 2475500.25 frames. utt_duration=468.3 frames, utt_pad_proportion=0.06941, over 21211.79 utterances.], batch size: 146, lr: 7.15e-04
2022-08-22 02:48:45,348 INFO [train.py:927] (6/8) Epoch 4, batch 5850, giga_loss[loss=0.2873, simple_loss=0.334, pruned_loss=0.1203, over 12346.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2125, over 373.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.34, pruned_loss=0.1015, over 2474029.50 frames. utt_duration=478.5 frames, utt_pad_proportion=0.0802, over 20746.94 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3219, pruned_loss=0.07795, over 2326638.86 frames. utt_duration=1289 frames, utt_pad_proportion=0.05269, over 7230.50 utterances.], giga_tot_loss[loss=0.2776, simple_loss=0.3438, pruned_loss=0.1057, over 2475001.40 frames. utt_duration=440 frames, utt_pad_proportion=0.08039, over 22573.39 utterances.], batch size: 373, lr: 7.14e-04
2022-08-22 02:50:23,150 INFO [train.py:927] (6/8) Epoch 4, batch 5900, giga_loss[loss=0.2552, simple_loss=0.3322, pruned_loss=0.08917, over 12366.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.0273, over 66.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.338, pruned_loss=0.09957, over 2474170.69 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07851, over 21314.43 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3224, pruned_loss=0.07834, over 2330141.37 frames. utt_duration=1275 frames, utt_pad_proportion=0.05615, over 7320.15 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3409, pruned_loss=0.1031, over 2475079.41 frames. utt_duration=431.7 frames, utt_pad_proportion=0.07808, over 23015.36 utterances.], batch size: 66, lr: 7.14e-04
2022-08-22 02:52:08,690 INFO [train.py:927] (6/8) Epoch 4, batch 5950, giga_loss[loss=0.2754, simple_loss=0.3377, pruned_loss=0.1066, over 12419.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07637, over 213.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3364, pruned_loss=0.09881, over 2474435.71 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07442, over 21725.52 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3226, pruned_loss=0.07842, over 2330889.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.05667, over 7347.55 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3386, pruned_loss=0.1016, over 2475124.84 frames. utt_duration=430.2 frames, utt_pad_proportion=0.07424, over 23090.96 utterances.], batch size: 213, lr: 7.14e-04
2022-08-22 02:53:53,226 INFO [train.py:927] (6/8) Epoch 4, batch 6000, giga_loss[loss=0.2286, simple_loss=0.3159, pruned_loss=0.07065, over 12089.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04027, over 30.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3328, pruned_loss=0.09667, over 2474319.16 frames. utt_duration=466.9 frames, utt_pad_proportion=0.07305, over 21264.35 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3221, pruned_loss=0.07806, over 2333875.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.05557, over 7326.13 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3352, pruned_loss=0.09963, over 2475397.66 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07341, over 22701.71 utterances.], batch size: 30, lr: 7.14e-04
2022-08-22 02:53:53,227 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 02:54:06,244 INFO [train.py:967] (6/8) Epoch 4, validation: loss=0.2011, simple_loss=0.3076, pruned_loss=0.04733, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 02:55:47,433 INFO [train.py:927] (6/8) Epoch 4, batch 6050, giga_loss[loss=0.2888, simple_loss=0.3569, pruned_loss=0.1104, over 12410.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04315, over 146.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3338, pruned_loss=0.09695, over 2475051.82 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07273, over 21255.03 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3222, pruned_loss=0.07817, over 2336008.70 frames. utt_duration=1265 frames, utt_pad_proportion=0.05922, over 7397.48 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3358, pruned_loss=0.09947, over 2475876.13 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07206, over 22527.60 utterances.], batch size: 146, lr: 7.14e-04
2022-08-22 02:57:33,175 INFO [train.py:927] (6/8) Epoch 4, batch 6100, giga_loss[loss=0.2699, simple_loss=0.3376, pruned_loss=0.1011, over 12435.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03391, over 123.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3351, pruned_loss=0.09862, over 2474552.38 frames. utt_duration=446.1 frames, utt_pad_proportion=0.08354, over 22261.49 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3227, pruned_loss=0.07868, over 2341137.11 frames. utt_duration=1242 frames, utt_pad_proportion=0.06678, over 7551.53 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3368, pruned_loss=0.1009, over 2475498.24 frames. utt_duration=419.9 frames, utt_pad_proportion=0.08038, over 23662.14 utterances.], batch size: 123, lr: 7.13e-04
2022-08-22 02:59:15,932 INFO [train.py:927] (6/8) Epoch 4, batch 6150, giga_loss[loss=0.3047, simple_loss=0.3481, pruned_loss=0.1307, over 12328.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2091, over 371.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3374, pruned_loss=0.1005, over 2474675.21 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08956, over 22988.74 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3234, pruned_loss=0.07892, over 2346312.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06556, over 7558.65 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3386, pruned_loss=0.103, over 2475515.11 frames. utt_duration=402.5 frames, utt_pad_proportion=0.0873, over 24690.02 utterances.], batch size: 371, lr: 7.13e-04
2022-08-22 03:01:03,318 INFO [train.py:927] (6/8) Epoch 4, batch 6200, giga_loss[loss=0.3741, simple_loss=0.3913, pruned_loss=0.1784, over 12356.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.2128, over 373.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3392, pruned_loss=0.1013, over 2475192.32 frames. utt_duration=443.8 frames, utt_pad_proportion=0.08642, over 22380.60 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3239, pruned_loss=0.07903, over 2349636.89 frames. utt_duration=1246 frames, utt_pad_proportion=0.06426, over 7554.57 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3401, pruned_loss=0.1036, over 2475743.15 frames. utt_duration=412.5 frames, utt_pad_proportion=0.08528, over 24091.26 utterances.], batch size: 373, lr: 7.13e-04
2022-08-22 03:02:45,894 INFO [train.py:927] (6/8) Epoch 4, batch 6250, giga_loss[loss=0.2792, simple_loss=0.36, pruned_loss=0.09916, over 12428.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03634, over 123.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3391, pruned_loss=0.1011, over 2475279.70 frames. utt_duration=448 frames, utt_pad_proportion=0.08466, over 22172.75 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3234, pruned_loss=0.07858, over 2352987.27 frames. utt_duration=1250 frames, utt_pad_proportion=0.06273, over 7538.03 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3407, pruned_loss=0.104, over 2476051.30 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08449, over 23963.15 utterances.], batch size: 123, lr: 7.13e-04
2022-08-22 03:04:27,496 INFO [train.py:927] (6/8) Epoch 4, batch 6300, giga_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08343, over 12331.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03503, over 62.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3397, pruned_loss=0.1001, over 2475201.24 frames. utt_duration=463.7 frames, utt_pad_proportion=0.07774, over 21416.66 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3237, pruned_loss=0.07877, over 2356469.81 frames. utt_duration=1252 frames, utt_pad_proportion=0.06123, over 7537.96 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3411, pruned_loss=0.1029, over 2475950.74 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07868, over 23244.81 utterances.], batch size: 62, lr: 7.12e-04
2022-08-22 03:06:08,518 INFO [train.py:927] (6/8) Epoch 4, batch 6350, giga_loss[loss=0.283, simple_loss=0.3461, pruned_loss=0.1099, over 12440.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03781, over 105.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3384, pruned_loss=0.1003, over 2475484.83 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07632, over 21283.62 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3231, pruned_loss=0.07857, over 2358637.62 frames. utt_duration=1252 frames, utt_pad_proportion=0.06119, over 7545.90 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3403, pruned_loss=0.103, over 2476255.22 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07732, over 22977.49 utterances.], batch size: 105, lr: 7.12e-04
2022-08-22 03:07:49,461 INFO [train.py:927] (6/8) Epoch 4, batch 6400, giga_loss[loss=0.2422, simple_loss=0.3099, pruned_loss=0.08722, over 12418.00 frames. utt_duration=579.1 frames, utt_pad_proportion=0.03651, over 86.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3375, pruned_loss=0.1009, over 2474906.21 frames. utt_duration=447.4 frames, utt_pad_proportion=0.08259, over 22198.09 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3227, pruned_loss=0.07822, over 2362758.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.06024, over 7546.73 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.34, pruned_loss=0.1042, over 2475947.58 frames. utt_duration=412.8 frames, utt_pad_proportion=0.08341, over 24074.93 utterances.], batch size: 86, lr: 7.12e-04
2022-08-22 03:09:29,733 INFO [train.py:927] (6/8) Epoch 4, batch 6450, giga_loss[loss=0.2421, simple_loss=0.3149, pruned_loss=0.08465, over 12446.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03173, over 75.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3367, pruned_loss=0.1011, over 2474556.13 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08174, over 21908.60 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.322, pruned_loss=0.078, over 2366905.88 frames. utt_duration=1258 frames, utt_pad_proportion=0.05888, over 7534.77 utterances.], giga_tot_loss[loss=0.2747, simple_loss=0.3399, pruned_loss=0.1048, over 2475675.69 frames. utt_duration=414.7 frames, utt_pad_proportion=0.08312, over 23963.06 utterances.], batch size: 75, lr: 7.12e-04
2022-08-22 03:11:09,985 INFO [train.py:927] (6/8) Epoch 4, batch 6500, giga_loss[loss=0.2832, simple_loss=0.3498, pruned_loss=0.1083, over 12380.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03022, over 97.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3358, pruned_loss=0.1006, over 2474125.25 frames. utt_duration=456.9 frames, utt_pad_proportion=0.08324, over 21729.15 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3211, pruned_loss=0.07769, over 2369525.90 frames. utt_duration=1263 frames, utt_pad_proportion=0.0579, over 7515.20 utterances.], giga_tot_loss[loss=0.2742, simple_loss=0.3395, pruned_loss=0.1045, over 2475543.92 frames. utt_duration=417.9 frames, utt_pad_proportion=0.08472, over 23776.22 utterances.], batch size: 97, lr: 7.12e-04
2022-08-22 03:12:48,940 INFO [train.py:927] (6/8) Epoch 4, batch 6550, giga_loss[loss=0.3449, simple_loss=0.3807, pruned_loss=0.1546, over 12356.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1062, over 258.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3372, pruned_loss=0.1014, over 2473558.57 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0799, over 21553.57 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3216, pruned_loss=0.07784, over 2371891.01 frames. utt_duration=1262 frames, utt_pad_proportion=0.05691, over 7527.16 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3401, pruned_loss=0.1048, over 2474915.31 frames. utt_duration=423.1 frames, utt_pad_proportion=0.0818, over 23479.47 utterances.], batch size: 258, lr: 7.11e-04
2022-08-22 03:14:32,617 INFO [train.py:927] (6/8) Epoch 4, batch 6600, libri_loss[loss=0.2577, simple_loss=0.331, pruned_loss=0.09217, over 12394.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008392, over 38.00 utterances.], tot_loss[loss=0.2744, simple_loss=0.3398, pruned_loss=0.1045, over 2473681.95 frames. utt_duration=449.8 frames, utt_pad_proportion=0.0826, over 22068.26 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3213, pruned_loss=0.07781, over 2374559.65 frames. utt_duration=1255 frames, utt_pad_proportion=0.06024, over 7575.74 utterances.], giga_tot_loss[loss=0.2794, simple_loss=0.3428, pruned_loss=0.108, over 2475107.30 frames. utt_duration=414.6 frames, utt_pad_proportion=0.08332, over 23966.38 utterances.], batch size: 38, lr: 7.11e-04
2022-08-22 03:16:14,554 INFO [train.py:927] (6/8) Epoch 4, batch 6650, giga_loss[loss=0.2766, simple_loss=0.3491, pruned_loss=0.1021, over 12353.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03226, over 122.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3394, pruned_loss=0.1028, over 2473525.18 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07988, over 21096.49 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3213, pruned_loss=0.07758, over 2377983.13 frames. utt_duration=1262 frames, utt_pad_proportion=0.05836, over 7546.42 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3426, pruned_loss=0.1068, over 2475115.57 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08151, over 23188.79 utterances.], batch size: 122, lr: 7.11e-04
2022-08-22 03:17:59,129 INFO [train.py:927] (6/8) Epoch 4, batch 6700, giga_loss[loss=0.2649, simple_loss=0.3385, pruned_loss=0.09563, over 12374.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.03077, over 58.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.34, pruned_loss=0.1029, over 2473316.82 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0795, over 20815.04 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3212, pruned_loss=0.07754, over 2379747.16 frames. utt_duration=1264 frames, utt_pad_proportion=0.0574, over 7540.58 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3429, pruned_loss=0.1066, over 2474699.99 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08125, over 22718.55 utterances.], batch size: 58, lr: 7.11e-04
2022-08-22 03:19:39,626 INFO [train.py:927] (6/8) Epoch 4, batch 6750, libri_loss[loss=0.2321, simple_loss=0.3124, pruned_loss=0.07587, over 12176.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01172, over 39.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3388, pruned_loss=0.1016, over 2472670.01 frames. utt_duration=504.5 frames, utt_pad_proportion=0.07464, over 19663.72 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3208, pruned_loss=0.07745, over 2383371.24 frames. utt_duration=1271 frames, utt_pad_proportion=0.05536, over 7512.02 utterances.], giga_tot_loss[loss=0.2771, simple_loss=0.3425, pruned_loss=0.1059, over 2474727.51 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07751, over 21850.86 utterances.], batch size: 39, lr: 7.11e-04
2022-08-22 03:21:23,213 INFO [train.py:927] (6/8) Epoch 4, batch 6800, giga_loss[loss=0.2716, simple_loss=0.3455, pruned_loss=0.09883, over 12299.00 frames. utt_duration=849.8 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3405, pruned_loss=0.1021, over 2472900.75 frames. utt_duration=493 frames, utt_pad_proportion=0.07009, over 20121.87 utterances.], libri_tot_loss[loss=0.238, simple_loss=0.3209, pruned_loss=0.07759, over 2384540.26 frames. utt_duration=1260 frames, utt_pad_proportion=0.05875, over 7579.98 utterances.], giga_tot_loss[loss=0.2775, simple_loss=0.3436, pruned_loss=0.1057, over 2474686.29 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07175, over 21960.16 utterances.], batch size: 58, lr: 7.10e-04
2022-08-22 03:23:06,862 INFO [train.py:927] (6/8) Epoch 4, batch 6850, giga_loss[loss=0.2824, simple_loss=0.3606, pruned_loss=0.1022, over 12440.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3403, pruned_loss=0.1019, over 2473270.56 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07167, over 20731.66 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3212, pruned_loss=0.07776, over 2386692.29 frames. utt_duration=1251 frames, utt_pad_proportion=0.06168, over 7637.49 utterances.], giga_tot_loss[loss=0.2766, simple_loss=0.3429, pruned_loss=0.1051, over 2474730.39 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07217, over 22434.86 utterances.], batch size: 75, lr: 7.10e-04
2022-08-22 03:24:47,197 INFO [train.py:927] (6/8) Epoch 4, batch 6900, giga_loss[loss=0.2688, simple_loss=0.3395, pruned_loss=0.09905, over 12351.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03543, over 104.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.342, pruned_loss=0.1027, over 2473579.04 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07467, over 21261.77 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3221, pruned_loss=0.0777, over 2387942.29 frames. utt_duration=1254 frames, utt_pad_proportion=0.06097, over 7626.94 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3435, pruned_loss=0.1056, over 2474775.83 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07519, over 22799.59 utterances.], batch size: 104, lr: 7.10e-04
2022-08-22 03:26:31,821 INFO [train.py:927] (6/8) Epoch 4, batch 6950, giga_loss[loss=0.2754, simple_loss=0.3399, pruned_loss=0.1054, over 12395.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04223, over 37.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3404, pruned_loss=0.1027, over 2473852.13 frames. utt_duration=465 frames, utt_pad_proportion=0.07634, over 21347.57 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3211, pruned_loss=0.07759, over 2391231.97 frames. utt_duration=1264 frames, utt_pad_proportion=0.05936, over 7578.82 utterances.], giga_tot_loss[loss=0.2777, simple_loss=0.3432, pruned_loss=0.1061, over 2474892.35 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07726, over 23137.77 utterances.], batch size: 37, lr: 7.10e-04
2022-08-22 03:28:15,910 INFO [train.py:927] (6/8) Epoch 4, batch 7000, giga_loss[loss=0.3589, simple_loss=0.3908, pruned_loss=0.1635, over 12376.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2758, simple_loss=0.3422, pruned_loss=0.1047, over 2474159.02 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07443, over 21391.98 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3213, pruned_loss=0.07778, over 2392094.76 frames. utt_duration=1262 frames, utt_pad_proportion=0.0592, over 7588.05 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3445, pruned_loss=0.1074, over 2474944.99 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07538, over 22901.50 utterances.], batch size: 258, lr: 7.10e-04
2022-08-22 03:29:59,145 INFO [train.py:927] (6/8) Epoch 4, batch 7050, giga_loss[loss=0.2876, simple_loss=0.3465, pruned_loss=0.1143, over 12422.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03858, over 133.00 utterances.], tot_loss[loss=0.2739, simple_loss=0.341, pruned_loss=0.1034, over 2473594.11 frames. utt_duration=480 frames, utt_pad_proportion=0.07238, over 20677.18 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3206, pruned_loss=0.07747, over 2394307.73 frames. utt_duration=1270 frames, utt_pad_proportion=0.05778, over 7550.02 utterances.], giga_tot_loss[loss=0.2787, simple_loss=0.3441, pruned_loss=0.1067, over 2474817.49 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07391, over 22365.64 utterances.], batch size: 133, lr: 7.09e-04
2022-08-22 03:31:39,031 INFO [train.py:927] (6/8) Epoch 4, batch 7100, giga_loss[loss=0.264, simple_loss=0.3397, pruned_loss=0.0942, over 12438.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3405, pruned_loss=0.1024, over 2473516.27 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07288, over 20680.36 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3204, pruned_loss=0.07729, over 2396913.77 frames. utt_duration=1271 frames, utt_pad_proportion=0.05674, over 7550.76 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.3438, pruned_loss=0.1061, over 2474622.60 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07456, over 22453.64 utterances.], batch size: 105, lr: 7.09e-04
2022-08-22 03:33:21,573 INFO [train.py:927] (6/8) Epoch 4, batch 7150, giga_loss[loss=0.2395, simple_loss=0.3219, pruned_loss=0.07851, over 12385.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.02612, over 66.00 utterances.], tot_loss[loss=0.2721, simple_loss=0.3399, pruned_loss=0.1022, over 2473474.39 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07766, over 21528.38 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3199, pruned_loss=0.07698, over 2398224.16 frames. utt_duration=1276 frames, utt_pad_proportion=0.05593, over 7526.88 utterances.], giga_tot_loss[loss=0.2774, simple_loss=0.3433, pruned_loss=0.1058, over 2474545.60 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07892, over 23188.21 utterances.], batch size: 66, lr: 7.09e-04
2022-08-22 03:35:07,441 INFO [train.py:927] (6/8) Epoch 4, batch 7200, giga_loss[loss=0.2204, simple_loss=0.2918, pruned_loss=0.07456, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03673, over 37.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3363, pruned_loss=0.1005, over 2473917.93 frames. utt_duration=486 frames, utt_pad_proportion=0.07388, over 20422.25 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3189, pruned_loss=0.07659, over 2399483.77 frames. utt_duration=1282 frames, utt_pad_proportion=0.05511, over 7493.99 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3404, pruned_loss=0.1043, over 2475343.48 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07559, over 22085.71 utterances.], batch size: 37, lr: 7.09e-04
2022-08-22 03:36:50,626 INFO [train.py:927] (6/8) Epoch 4, batch 7250, giga_loss[loss=0.2861, simple_loss=0.3427, pruned_loss=0.1148, over 12422.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0366, over 113.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3345, pruned_loss=0.1, over 2473569.03 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07513, over 20862.69 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3189, pruned_loss=0.07656, over 2400298.72 frames. utt_duration=1280 frames, utt_pad_proportion=0.05539, over 7509.33 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3379, pruned_loss=0.1034, over 2474983.54 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07641, over 22356.65 utterances.], batch size: 113, lr: 7.09e-04
2022-08-22 03:38:35,033 INFO [train.py:927] (6/8) Epoch 4, batch 7300, giga_loss[loss=0.2834, simple_loss=0.3564, pruned_loss=0.1052, over 12439.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03584, over 105.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3334, pruned_loss=0.0995, over 2473625.40 frames. utt_duration=475.6 frames, utt_pad_proportion=0.07785, over 20869.91 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3194, pruned_loss=0.0767, over 2402450.68 frames. utt_duration=1270 frames, utt_pad_proportion=0.05885, over 7578.18 utterances.], giga_tot_loss[loss=0.2707, simple_loss=0.3361, pruned_loss=0.1027, over 2474790.69 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07781, over 22353.77 utterances.], batch size: 105, lr: 7.08e-04
2022-08-22 03:40:17,060 INFO [train.py:927] (6/8) Epoch 4, batch 7350, giga_loss[loss=0.2726, simple_loss=0.3404, pruned_loss=0.1024, over 12359.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.106, over 258.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3331, pruned_loss=0.09724, over 2474241.20 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07457, over 21617.08 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3191, pruned_loss=0.07642, over 2404403.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05769, over 7556.93 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3359, pruned_loss=0.1005, over 2475003.60 frames. utt_duration=429.5 frames, utt_pad_proportion=0.07519, over 23126.81 utterances.], batch size: 258, lr: 7.08e-04
2022-08-22 03:41:57,179 INFO [train.py:927] (6/8) Epoch 4, batch 7400, giga_loss[loss=0.2705, simple_loss=0.339, pruned_loss=0.101, over 12402.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04426, over 146.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3311, pruned_loss=0.09394, over 2475054.01 frames. utt_duration=443.8 frames, utt_pad_proportion=0.0725, over 22383.37 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.319, pruned_loss=0.07636, over 2406299.29 frames. utt_duration=1276 frames, utt_pad_proportion=0.05647, over 7550.44 utterances.], giga_tot_loss[loss=0.264, simple_loss=0.3337, pruned_loss=0.0971, over 2475819.94 frames. utt_duration=414.6 frames, utt_pad_proportion=0.07357, over 23971.39 utterances.], batch size: 146, lr: 7.08e-04
2022-08-22 03:43:43,068 INFO [train.py:927] (6/8) Epoch 4, batch 7450, giga_loss[loss=0.2272, simple_loss=0.323, pruned_loss=0.06567, over 12442.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.041, over 146.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3279, pruned_loss=0.08976, over 2475646.33 frames. utt_duration=426.6 frames, utt_pad_proportion=0.07402, over 23293.46 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3191, pruned_loss=0.07628, over 2407164.90 frames. utt_duration=1279 frames, utt_pad_proportion=0.0558, over 7539.21 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3301, pruned_loss=0.09254, over 2476385.75 frames. utt_duration=401.7 frames, utt_pad_proportion=0.07499, over 24745.85 utterances.], batch size: 146, lr: 7.08e-04
2022-08-22 03:45:26,505 INFO [train.py:927] (6/8) Epoch 4, batch 7500, giga_loss[loss=0.306, simple_loss=0.3533, pruned_loss=0.1293, over 12389.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09394, over 255.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3272, pruned_loss=0.08833, over 2475689.07 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07593, over 24303.21 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3191, pruned_loss=0.07631, over 2408794.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.05499, over 7545.45 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3292, pruned_loss=0.09081, over 2476368.40 frames. utt_duration=384.8 frames, utt_pad_proportion=0.07695, over 25838.06 utterances.], batch size: 255, lr: 7.08e-04
2022-08-22 03:47:13,993 INFO [train.py:927] (6/8) Epoch 4, batch 7550, giga_loss[loss=0.2261, simple_loss=0.3111, pruned_loss=0.07062, over 12408.00 frames. utt_duration=404.8 frames, utt_pad_proportion=0.04073, over 123.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3244, pruned_loss=0.0857, over 2476002.84 frames. utt_duration=407.9 frames, utt_pad_proportion=0.07472, over 24369.22 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3193, pruned_loss=0.07639, over 2410058.87 frames. utt_duration=1268 frames, utt_pad_proportion=0.05894, over 7613.71 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3259, pruned_loss=0.08781, over 2476612.90 frames. utt_duration=385 frames, utt_pad_proportion=0.0747, over 25830.66 utterances.], batch size: 123, lr: 7.07e-04
2022-08-22 03:48:57,764 INFO [train.py:927] (6/8) Epoch 4, batch 7600, giga_loss[loss=0.262, simple_loss=0.3435, pruned_loss=0.09025, over 12362.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04118, over 113.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3227, pruned_loss=0.08428, over 2476267.68 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06958, over 24119.29 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3191, pruned_loss=0.07632, over 2410556.77 frames. utt_duration=1270 frames, utt_pad_proportion=0.05825, over 7600.54 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3241, pruned_loss=0.08611, over 2477157.16 frames. utt_duration=390.1 frames, utt_pad_proportion=0.07005, over 25491.89 utterances.], batch size: 113, lr: 7.07e-04
2022-08-22 03:50:41,876 INFO [train.py:927] (6/8) Epoch 4, batch 7650, giga_loss[loss=0.2144, simple_loss=0.3047, pruned_loss=0.06211, over 12383.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03083, over 62.00 utterances.], tot_loss[loss=0.242, simple_loss=0.32, pruned_loss=0.08198, over 2475693.15 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06932, over 23744.95 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3182, pruned_loss=0.07607, over 2412731.02 frames. utt_duration=1279 frames, utt_pad_proportion=0.05656, over 7554.41 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3221, pruned_loss=0.08394, over 2476766.18 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07023, over 25475.60 utterances.], batch size: 62, lr: 7.07e-04
2022-08-22 03:52:22,698 INFO [train.py:927] (6/8) Epoch 4, batch 7700, giga_loss[loss=0.242, simple_loss=0.3221, pruned_loss=0.08094, over 12454.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.0291, over 80.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3152, pruned_loss=0.07898, over 2476008.80 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07831, over 25046.14 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.318, pruned_loss=0.07595, over 2412915.36 frames. utt_duration=1281 frames, utt_pad_proportion=0.05666, over 7543.64 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.317, pruned_loss=0.08064, over 2476975.31 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07851, over 26491.32 utterances.], batch size: 80, lr: 7.07e-04
2022-08-22 03:54:04,693 INFO [train.py:927] (6/8) Epoch 4, batch 7750, giga_loss[loss=0.2035, simple_loss=0.2751, pruned_loss=0.06597, over 12354.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1934, over 364.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3139, pruned_loss=0.07814, over 2475458.59 frames. utt_duration=401.3 frames, utt_pad_proportion=0.07654, over 24764.30 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3183, pruned_loss=0.07596, over 2413558.83 frames. utt_duration=1285 frames, utt_pad_proportion=0.05595, over 7520.90 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3149, pruned_loss=0.07949, over 2476785.04 frames. utt_duration=379 frames, utt_pad_proportion=0.07706, over 26243.02 utterances.], batch size: 364, lr: 7.06e-04
2022-08-22 03:56:02,186 INFO [train.py:927] (6/8) Epoch 4, batch 7800, giga_loss[loss=0.2007, simple_loss=0.291, pruned_loss=0.05513, over 12402.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03752, over 40.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3147, pruned_loss=0.07768, over 2475906.60 frames. utt_duration=415.1 frames, utt_pad_proportion=0.0723, over 23938.71 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3178, pruned_loss=0.07574, over 2415286.06 frames. utt_duration=1288 frames, utt_pad_proportion=0.05494, over 7510.84 utterances.], giga_tot_loss[loss=0.237, simple_loss=0.3159, pruned_loss=0.079, over 2476791.71 frames. utt_duration=390 frames, utt_pad_proportion=0.07336, over 25495.71 utterances.], batch size: 40, lr: 7.06e-04
2022-08-22 03:58:09,382 INFO [train.py:927] (6/8) Epoch 4, batch 7850, giga_loss[loss=0.2085, simple_loss=0.2944, pruned_loss=0.0613, over 12436.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04794, over 147.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3142, pruned_loss=0.07702, over 2476249.12 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06866, over 23669.79 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3175, pruned_loss=0.0757, over 2416033.89 frames. utt_duration=1291 frames, utt_pad_proportion=0.05446, over 7494.21 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3154, pruned_loss=0.07814, over 2477102.82 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06989, over 25149.26 utterances.], batch size: 147, lr: 7.06e-04
2022-08-22 04:00:02,528 INFO [train.py:927] (6/8) Epoch 4, batch 7900, giga_loss[loss=0.2382, simple_loss=0.3229, pruned_loss=0.07676, over 12449.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02833, over 80.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3131, pruned_loss=0.07574, over 2476892.50 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07216, over 24630.65 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3178, pruned_loss=0.07597, over 2417765.44 frames. utt_duration=1290 frames, utt_pad_proportion=0.05349, over 7508.45 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3137, pruned_loss=0.07642, over 2477614.77 frames. utt_duration=379.3 frames, utt_pad_proportion=0.07323, over 26224.12 utterances.], batch size: 80, lr: 7.06e-04
2022-08-22 04:02:10,570 INFO [train.py:927] (6/8) Epoch 4, batch 7950, giga_loss[loss=0.2086, simple_loss=0.2995, pruned_loss=0.05887, over 12333.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03147, over 70.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3104, pruned_loss=0.07394, over 2476722.08 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06864, over 23964.58 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.318, pruned_loss=0.07615, over 2418981.05 frames. utt_duration=1284 frames, utt_pad_proportion=0.05372, over 7545.62 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3105, pruned_loss=0.07431, over 2477520.30 frames. utt_duration=388.9 frames, utt_pad_proportion=0.06976, over 25571.72 utterances.], batch size: 70, lr: 7.06e-04
2022-08-22 04:03:59,019 INFO [train.py:927] (6/8) Epoch 4, batch 8000, giga_loss[loss=0.2466, simple_loss=0.3197, pruned_loss=0.08675, over 12377.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09508, over 255.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3109, pruned_loss=0.07371, over 2475796.95 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06951, over 23887.67 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3193, pruned_loss=0.07595, over 2420156.60 frames. utt_duration=1290 frames, utt_pad_proportion=0.05265, over 7513.78 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3096, pruned_loss=0.07411, over 2476897.68 frames. utt_duration=387.6 frames, utt_pad_proportion=0.07077, over 25651.05 utterances.], batch size: 255, lr: 7.05e-04
2022-08-22 04:06:01,732 INFO [train.py:927] (6/8) Epoch 4, batch 8050, giga_loss[loss=0.2253, simple_loss=0.3037, pruned_loss=0.07341, over 12194.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03296, over 42.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3123, pruned_loss=0.0735, over 2476236.58 frames. utt_duration=440.1 frames, utt_pad_proportion=0.06474, over 22569.66 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3194, pruned_loss=0.07585, over 2421762.64 frames. utt_duration=1292 frames, utt_pad_proportion=0.05153, over 7503.52 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3109, pruned_loss=0.07383, over 2477159.19 frames. utt_duration=407 frames, utt_pad_proportion=0.06654, over 24422.60 utterances.], batch size: 42, lr: 7.05e-04
2022-08-22 04:08:04,864 INFO [train.py:927] (6/8) Epoch 4, batch 8100, giga_loss[loss=0.3042, simple_loss=0.3678, pruned_loss=0.1203, over 12375.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.04622, over 146.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3099, pruned_loss=0.07253, over 2476754.19 frames. utt_duration=440.4 frames, utt_pad_proportion=0.06296, over 22559.06 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.319, pruned_loss=0.07579, over 2423964.19 frames. utt_duration=1290 frames, utt_pad_proportion=0.0514, over 7522.56 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3089, pruned_loss=0.07276, over 2477203.33 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06467, over 24501.67 utterances.], batch size: 146, lr: 7.05e-04
2022-08-22 04:10:07,456 INFO [train.py:927] (6/8) Epoch 4, batch 8150, giga_loss[loss=0.2417, simple_loss=0.3128, pruned_loss=0.08525, over 12423.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09623, over 256.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3121, pruned_loss=0.07258, over 2477699.70 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06796, over 23983.95 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3192, pruned_loss=0.0759, over 2424484.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.05661, over 7607.89 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3111, pruned_loss=0.07265, over 2478061.80 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06772, over 25578.85 utterances.], batch size: 256, lr: 7.05e-04
2022-08-22 04:12:08,440 INFO [train.py:927] (6/8) Epoch 4, batch 8200, giga_loss[loss=0.1908, simple_loss=0.2694, pruned_loss=0.05609, over 12384.00 frames. utt_duration=142.3 frames, utt_pad_proportion=0.163, over 351.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3132, pruned_loss=0.07187, over 2477802.40 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06841, over 24812.17 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3192, pruned_loss=0.07613, over 2425304.31 frames. utt_duration=1269 frames, utt_pad_proportion=0.05972, over 7655.92 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3122, pruned_loss=0.07165, over 2478530.94 frames. utt_duration=376.7 frames, utt_pad_proportion=0.06739, over 26403.02 utterances.], batch size: 351, lr: 7.05e-04
2022-08-22 04:14:13,261 INFO [train.py:927] (6/8) Epoch 4, batch 8250, giga_loss[loss=0.236, simple_loss=0.3087, pruned_loss=0.08163, over 12441.00 frames. utt_duration=408.9 frames, utt_pad_proportion=0.02639, over 122.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3136, pruned_loss=0.07227, over 2477662.41 frames. utt_duration=400.5 frames, utt_pad_proportion=0.06906, over 24818.60 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3191, pruned_loss=0.07595, over 2425927.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05901, over 7647.17 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3129, pruned_loss=0.07218, over 2478355.35 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06845, over 26316.79 utterances.], batch size: 122, lr: 7.04e-04
2022-08-22 04:16:37,607 INFO [train.py:927] (6/8) Epoch 4, batch 8300, giga_loss[loss=0.2487, simple_loss=0.3292, pruned_loss=0.08414, over 12314.00 frames. utt_duration=704.5 frames, utt_pad_proportion=0.02687, over 70.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3143, pruned_loss=0.07325, over 2477638.78 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06673, over 24436.49 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3195, pruned_loss=0.0762, over 2427203.24 frames. utt_duration=1272 frames, utt_pad_proportion=0.05752, over 7638.74 utterances.], giga_tot_loss[loss=0.2294, simple_loss=0.3131, pruned_loss=0.07283, over 2478692.00 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06684, over 26203.14 utterances.], batch size: 70, lr: 7.04e-04
2022-08-22 04:18:48,412 INFO [train.py:927] (6/8) Epoch 4, batch 8350, giga_loss[loss=0.2343, simple_loss=0.3125, pruned_loss=0.07812, over 12428.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03707, over 105.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3106, pruned_loss=0.07167, over 2478568.42 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06589, over 24447.04 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3195, pruned_loss=0.07617, over 2427767.98 frames. utt_duration=1273 frames, utt_pad_proportion=0.05704, over 7639.35 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3097, pruned_loss=0.07134, over 2479344.09 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06618, over 25978.75 utterances.], batch size: 105, lr: 7.04e-04
2022-08-22 04:20:48,860 INFO [train.py:927] (6/8) Epoch 4, batch 8400, giga_loss[loss=0.2159, simple_loss=0.3061, pruned_loss=0.06289, over 12298.00 frames. utt_duration=794.3 frames, utt_pad_proportion=0.03131, over 62.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3086, pruned_loss=0.07097, over 2477582.87 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06456, over 24076.69 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3192, pruned_loss=0.07619, over 2429231.41 frames. utt_duration=1276 frames, utt_pad_proportion=0.05526, over 7621.52 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3076, pruned_loss=0.07048, over 2479102.21 frames. utt_duration=381.5 frames, utt_pad_proportion=0.06548, over 26072.26 utterances.], batch size: 62, lr: 7.04e-04
2022-08-22 04:22:49,838 INFO [train.py:927] (6/8) Epoch 4, batch 8450, giga_loss[loss=0.2069, simple_loss=0.286, pruned_loss=0.06391, over 12473.00 frames. utt_duration=703.7 frames, utt_pad_proportion=0.03073, over 71.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3103, pruned_loss=0.07178, over 2477278.62 frames. utt_duration=430.5 frames, utt_pad_proportion=0.06181, over 23080.49 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3191, pruned_loss=0.07599, over 2430322.68 frames. utt_duration=1276 frames, utt_pad_proportion=0.05472, over 7629.54 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3093, pruned_loss=0.07142, over 2479009.78 frames. utt_duration=395 frames, utt_pad_proportion=0.06301, over 25181.19 utterances.], batch size: 71, lr: 7.04e-04
2022-08-22 04:24:48,874 INFO [train.py:927] (6/8) Epoch 4, batch 8500, giga_loss[loss=0.2493, simple_loss=0.3226, pruned_loss=0.08803, over 12404.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05861, over 182.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3102, pruned_loss=0.07288, over 2477566.34 frames. utt_duration=423.1 frames, utt_pad_proportion=0.06152, over 23489.25 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3193, pruned_loss=0.07608, over 2431075.56 frames. utt_duration=1277 frames, utt_pad_proportion=0.05385, over 7622.03 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3091, pruned_loss=0.07245, over 2479103.94 frames. utt_duration=390.7 frames, utt_pad_proportion=0.06277, over 25459.76 utterances.], batch size: 182, lr: 7.03e-04
2022-08-22 04:27:00,201 INFO [train.py:927] (6/8) Epoch 4, batch 8550, giga_loss[loss=0.2361, simple_loss=0.3197, pruned_loss=0.07628, over 12432.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04973, over 161.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3111, pruned_loss=0.07254, over 2477579.11 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06246, over 23559.06 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3194, pruned_loss=0.07593, over 2432192.98 frames. utt_duration=1280 frames, utt_pad_proportion=0.05284, over 7606.66 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3098, pruned_loss=0.07223, over 2478827.95 frames. utt_duration=390.1 frames, utt_pad_proportion=0.0637, over 25495.74 utterances.], batch size: 161, lr: 7.03e-04
2022-08-22 04:29:20,004 INFO [train.py:927] (6/8) Epoch 4, batch 8600, giga_loss[loss=0.2069, simple_loss=0.291, pruned_loss=0.06141, over 12385.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02561, over 48.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3092, pruned_loss=0.07215, over 2477900.64 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06473, over 23641.76 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3189, pruned_loss=0.0758, over 2433128.56 frames. utt_duration=1285 frames, utt_pad_proportion=0.05186, over 7581.75 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3085, pruned_loss=0.07194, over 2479064.78 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06585, over 25549.39 utterances.], batch size: 48, lr: 7.03e-04
2022-08-22 04:31:24,483 INFO [train.py:927] (6/8) Epoch 4, batch 8650, giga_loss[loss=0.1938, simple_loss=0.2762, pruned_loss=0.05576, over 12381.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.02857, over 58.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3043, pruned_loss=0.07074, over 2476793.57 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06305, over 23279.65 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3183, pruned_loss=0.0756, over 2433315.17 frames. utt_duration=1290 frames, utt_pad_proportion=0.0508, over 7555.71 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.304, pruned_loss=0.07063, over 2478758.08 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06447, over 25265.47 utterances.], batch size: 58, lr: 7.03e-04
2022-08-22 04:33:11,494 INFO [train.py:927] (6/8) Epoch 4, batch 8700, giga_loss[loss=0.2408, simple_loss=0.3169, pruned_loss=0.08229, over 12444.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03599, over 105.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3042, pruned_loss=0.07123, over 2476614.73 frames. utt_duration=434.5 frames, utt_pad_proportion=0.06158, over 22860.81 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3178, pruned_loss=0.07573, over 2434725.59 frames. utt_duration=1294 frames, utt_pad_proportion=0.04953, over 7535.61 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3038, pruned_loss=0.07085, over 2478728.66 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06338, over 25143.46 utterances.], batch size: 105, lr: 7.03e-04
2022-08-22 04:35:10,455 INFO [train.py:927] (6/8) Epoch 4, batch 8750, libri_loss[loss=0.2144, simple_loss=0.2846, pruned_loss=0.07209, over 12407.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007809, over 30.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3032, pruned_loss=0.07047, over 2476719.11 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06378, over 23275.38 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3172, pruned_loss=0.07546, over 2435961.82 frames. utt_duration=1299 frames, utt_pad_proportion=0.04866, over 7506.80 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3028, pruned_loss=0.07022, over 2478806.17 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06536, over 25724.08 utterances.], batch size: 30, lr: 7.02e-04
2022-08-22 04:37:21,429 INFO [train.py:927] (6/8) Epoch 4, batch 8800, giga_loss[loss=0.1796, simple_loss=0.27, pruned_loss=0.04466, over 12269.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02578, over 54.00 utterances.], tot_loss[loss=0.221, simple_loss=0.302, pruned_loss=0.07006, over 2476636.98 frames. utt_duration=419.1 frames, utt_pad_proportion=0.065, over 23704.39 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3171, pruned_loss=0.07547, over 2436848.47 frames. utt_duration=1284 frames, utt_pad_proportion=0.0532, over 7599.84 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3015, pruned_loss=0.06977, over 2478396.18 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06518, over 25938.26 utterances.], batch size: 54, lr: 7.02e-04
2022-08-22 04:39:29,456 INFO [train.py:927] (6/8) Epoch 4, batch 8850, giga_loss[loss=0.2047, simple_loss=0.289, pruned_loss=0.06019, over 12455.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04395, over 134.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3027, pruned_loss=0.07035, over 2477464.74 frames. utt_duration=413 frames, utt_pad_proportion=0.06634, over 24061.89 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3173, pruned_loss=0.07559, over 2438325.12 frames. utt_duration=1273 frames, utt_pad_proportion=0.05644, over 7672.45 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3017, pruned_loss=0.06985, over 2478610.49 frames. utt_duration=379 frames, utt_pad_proportion=0.06573, over 26238.12 utterances.], batch size: 134, lr: 7.02e-04
2022-08-22 04:41:24,205 INFO [train.py:927] (6/8) Epoch 4, batch 8900, giga_loss[loss=0.1892, simple_loss=0.2758, pruned_loss=0.0513, over 12375.00 frames. utt_duration=276.2 frames, utt_pad_proportion=0.05069, over 180.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3022, pruned_loss=0.0703, over 2477882.94 frames. utt_duration=417 frames, utt_pad_proportion=0.06337, over 23838.28 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3171, pruned_loss=0.0755, over 2439102.25 frames. utt_duration=1276 frames, utt_pad_proportion=0.0558, over 7656.43 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3014, pruned_loss=0.06992, over 2478623.73 frames. utt_duration=385.6 frames, utt_pad_proportion=0.0633, over 25788.93 utterances.], batch size: 180, lr: 7.02e-04
2022-08-22 04:43:20,274 INFO [train.py:927] (6/8) Epoch 4, batch 8950, giga_loss[loss=0.2523, simple_loss=0.3211, pruned_loss=0.09177, over 12398.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09813, over 256.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3036, pruned_loss=0.07006, over 2478016.73 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06896, over 24893.04 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.317, pruned_loss=0.07504, over 2440135.56 frames. utt_duration=1282 frames, utt_pad_proportion=0.05436, over 7619.91 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3027, pruned_loss=0.07, over 2478877.40 frames. utt_duration=368.2 frames, utt_pad_proportion=0.06898, over 27018.20 utterances.], batch size: 256, lr: 7.02e-04
2022-08-22 04:45:20,902 INFO [train.py:927] (6/8) Epoch 4, batch 9000, giga_loss[loss=0.2158, simple_loss=0.3018, pruned_loss=0.0649, over 12428.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05736, over 182.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3051, pruned_loss=0.06976, over 2478195.74 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06633, over 25329.45 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3167, pruned_loss=0.07479, over 2440448.21 frames. utt_duration=1286 frames, utt_pad_proportion=0.05377, over 7601.70 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3045, pruned_loss=0.06986, over 2479089.22 frames. utt_duration=365 frames, utt_pad_proportion=0.0667, over 27255.05 utterances.], batch size: 182, lr: 7.01e-04
2022-08-22 04:45:20,903 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 04:45:34,199 INFO [train.py:967] (6/8) Epoch 4, validation: loss=0.198, simple_loss=0.3089, pruned_loss=0.04359, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 04:47:33,193 INFO [train.py:927] (6/8) Epoch 4, batch 9050, giga_loss[loss=0.1932, simple_loss=0.2806, pruned_loss=0.05287, over 12438.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03622, over 105.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3037, pruned_loss=0.06888, over 2477693.62 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06983, over 25715.04 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3164, pruned_loss=0.0746, over 2440749.62 frames. utt_duration=1287 frames, utt_pad_proportion=0.05317, over 7592.77 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3033, pruned_loss=0.06904, over 2478627.24 frames. utt_duration=361.8 frames, utt_pad_proportion=0.07014, over 27495.65 utterances.], batch size: 105, lr: 7.01e-04
2022-08-22 04:49:29,305 INFO [train.py:927] (6/8) Epoch 4, batch 9100, giga_loss[loss=0.2334, simple_loss=0.3132, pruned_loss=0.07678, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04551, over 146.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3032, pruned_loss=0.06885, over 2477325.19 frames. utt_duration=395 frames, utt_pad_proportion=0.07238, over 25164.49 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.317, pruned_loss=0.07486, over 2441822.92 frames. utt_duration=1261 frames, utt_pad_proportion=0.06143, over 7754.15 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3018, pruned_loss=0.06855, over 2478441.83 frames. utt_duration=367 frames, utt_pad_proportion=0.07051, over 27100.63 utterances.], batch size: 146, lr: 7.01e-04
2022-08-22 04:51:33,760 INFO [train.py:927] (6/8) Epoch 4, batch 9150, giga_loss[loss=0.2433, simple_loss=0.317, pruned_loss=0.08481, over 12397.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02593, over 48.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3043, pruned_loss=0.06927, over 2477254.94 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06829, over 24166.13 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3171, pruned_loss=0.07508, over 2442382.29 frames. utt_duration=1254 frames, utt_pad_proportion=0.06404, over 7800.91 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3027, pruned_loss=0.06862, over 2478768.20 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06638, over 26219.94 utterances.], batch size: 48, lr: 7.01e-04
2022-08-22 04:53:34,816 INFO [train.py:927] (6/8) Epoch 4, batch 9200, giga_loss[loss=0.2555, simple_loss=0.3364, pruned_loss=0.08737, over 12449.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03362, over 105.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3058, pruned_loss=0.07018, over 2477338.90 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06462, over 24071.64 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3168, pruned_loss=0.07498, over 2442637.52 frames. utt_duration=1256 frames, utt_pad_proportion=0.06332, over 7788.91 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3046, pruned_loss=0.06968, over 2478778.99 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06354, over 25927.88 utterances.], batch size: 105, lr: 7.01e-04
2022-08-22 04:55:30,132 INFO [train.py:927] (6/8) Epoch 4, batch 9250, giga_loss[loss=0.2212, simple_loss=0.3099, pruned_loss=0.06624, over 12452.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03523, over 98.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3096, pruned_loss=0.07139, over 2477013.41 frames. utt_duration=418.8 frames, utt_pad_proportion=0.065, over 23730.21 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3181, pruned_loss=0.07516, over 2443455.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.06311, over 7825.87 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3073, pruned_loss=0.07073, over 2478197.79 frames. utt_duration=389.2 frames, utt_pad_proportion=0.06414, over 25546.85 utterances.], batch size: 98, lr: 7.00e-04
2022-08-22 04:57:49,291 INFO [train.py:927] (6/8) Epoch 4, batch 9300, giga_loss[loss=0.2078, simple_loss=0.2986, pruned_loss=0.05852, over 12343.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03104, over 70.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3097, pruned_loss=0.07111, over 2477603.29 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06397, over 23535.76 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3178, pruned_loss=0.0749, over 2444426.54 frames. utt_duration=1249 frames, utt_pad_proportion=0.06276, over 7835.95 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3079, pruned_loss=0.07074, over 2478444.35 frames. utt_duration=392.5 frames, utt_pad_proportion=0.06347, over 25333.66 utterances.], batch size: 70, lr: 7.00e-04
2022-08-22 04:59:48,148 INFO [train.py:927] (6/8) Epoch 4, batch 9350, giga_loss[loss=0.2221, simple_loss=0.3024, pruned_loss=0.07088, over 12391.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05001, over 161.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3086, pruned_loss=0.07137, over 2477498.95 frames. utt_duration=423 frames, utt_pad_proportion=0.06249, over 23495.40 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3176, pruned_loss=0.07479, over 2444465.74 frames. utt_duration=1252 frames, utt_pad_proportion=0.06253, over 7820.65 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3073, pruned_loss=0.07113, over 2478433.59 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06226, over 25059.16 utterances.], batch size: 161, lr: 7.00e-04
2022-08-22 05:01:52,673 INFO [train.py:927] (6/8) Epoch 4, batch 9400, giga_loss[loss=0.1992, simple_loss=0.2886, pruned_loss=0.05492, over 12316.00 frames. utt_duration=705.1 frames, utt_pad_proportion=0.03275, over 70.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3064, pruned_loss=0.07074, over 2477409.48 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06709, over 23845.20 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.318, pruned_loss=0.07476, over 2445050.78 frames. utt_duration=1253 frames, utt_pad_proportion=0.06158, over 7816.22 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3048, pruned_loss=0.07051, over 2478201.61 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06693, over 25380.00 utterances.], batch size: 70, lr: 7.00e-04
2022-08-22 05:03:44,962 INFO [train.py:927] (6/8) Epoch 4, batch 9450, giga_loss[loss=0.2152, simple_loss=0.2993, pruned_loss=0.06552, over 12412.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04841, over 161.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3062, pruned_loss=0.0706, over 2477784.69 frames. utt_duration=422 frames, utt_pad_proportion=0.06566, over 23550.65 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3182, pruned_loss=0.07473, over 2445953.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.0599, over 7798.10 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3044, pruned_loss=0.07031, over 2478619.28 frames. utt_duration=393.4 frames, utt_pad_proportion=0.0661, over 25279.82 utterances.], batch size: 161, lr: 7.00e-04
2022-08-22 05:05:43,356 INFO [train.py:927] (6/8) Epoch 4, batch 9500, giga_loss[loss=0.2251, simple_loss=0.3186, pruned_loss=0.06584, over 12389.00 frames. utt_duration=310.8 frames, utt_pad_proportion=0.04664, over 160.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3053, pruned_loss=0.06845, over 2477775.85 frames. utt_duration=435.3 frames, utt_pad_proportion=0.06265, over 22832.11 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3177, pruned_loss=0.07463, over 2446701.24 frames. utt_duration=1261 frames, utt_pad_proportion=0.05877, over 7769.37 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.304, pruned_loss=0.06819, over 2478481.52 frames. utt_duration=404.3 frames, utt_pad_proportion=0.06356, over 24590.59 utterances.], batch size: 160, lr: 6.99e-04
2022-08-22 05:07:52,735 INFO [train.py:927] (6/8) Epoch 4, batch 9550, giga_loss[loss=0.2258, simple_loss=0.3082, pruned_loss=0.07171, over 12364.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02816, over 85.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.305, pruned_loss=0.06779, over 2477541.84 frames. utt_duration=431 frames, utt_pad_proportion=0.06275, over 23060.32 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3176, pruned_loss=0.07461, over 2446652.73 frames. utt_duration=1262 frames, utt_pad_proportion=0.05855, over 7763.53 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.304, pruned_loss=0.06758, over 2478264.93 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06351, over 24503.32 utterances.], batch size: 85, lr: 6.99e-04
2022-08-22 05:09:54,193 INFO [train.py:927] (6/8) Epoch 4, batch 9600, giga_loss[loss=0.2313, simple_loss=0.3185, pruned_loss=0.07207, over 12372.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03242, over 113.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3057, pruned_loss=0.06852, over 2477278.22 frames. utt_duration=421.9 frames, utt_pad_proportion=0.06188, over 23553.46 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3172, pruned_loss=0.07446, over 2447087.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.05701, over 7733.33 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3049, pruned_loss=0.06828, over 2478452.67 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06302, over 25251.62 utterances.], batch size: 113, lr: 6.99e-04
2022-08-22 05:12:08,632 INFO [train.py:927] (6/8) Epoch 4, batch 9650, giga_loss[loss=0.2335, simple_loss=0.3215, pruned_loss=0.07271, over 12448.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03609, over 105.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3065, pruned_loss=0.06897, over 2477286.49 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06426, over 24454.74 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3173, pruned_loss=0.07455, over 2447500.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.05736, over 7759.36 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3057, pruned_loss=0.06863, over 2478245.47 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06491, over 25974.51 utterances.], batch size: 105, lr: 6.99e-04
2022-08-22 05:14:21,717 INFO [train.py:927] (6/8) Epoch 4, batch 9700, giga_loss[loss=0.2446, simple_loss=0.3254, pruned_loss=0.08191, over 12441.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02674, over 122.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3094, pruned_loss=0.07002, over 2476923.40 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06735, over 24230.27 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3175, pruned_loss=0.07434, over 2447952.34 frames. utt_duration=1267 frames, utt_pad_proportion=0.05626, over 7735.57 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3083, pruned_loss=0.06982, over 2477942.31 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06809, over 25847.62 utterances.], batch size: 122, lr: 6.99e-04
2022-08-22 05:16:36,617 INFO [train.py:927] (6/8) Epoch 4, batch 9750, giga_loss[loss=0.2024, simple_loss=0.2926, pruned_loss=0.05612, over 12424.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05815, over 182.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.308, pruned_loss=0.06939, over 2477198.07 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06723, over 23334.79 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3183, pruned_loss=0.07415, over 2449185.50 frames. utt_duration=1268 frames, utt_pad_proportion=0.05537, over 7733.51 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3063, pruned_loss=0.06928, over 2477938.31 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06827, over 25223.63 utterances.], batch size: 182, lr: 6.98e-04
2022-08-22 05:18:38,790 INFO [train.py:927] (6/8) Epoch 4, batch 9800, giga_loss[loss=0.2263, simple_loss=0.3093, pruned_loss=0.07166, over 12353.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03263, over 97.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3072, pruned_loss=0.06874, over 2477432.71 frames. utt_duration=416.3 frames, utt_pad_proportion=0.06679, over 23869.76 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3183, pruned_loss=0.07415, over 2449333.57 frames. utt_duration=1268 frames, utt_pad_proportion=0.05514, over 7732.85 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3058, pruned_loss=0.06863, over 2478004.81 frames. utt_duration=391.2 frames, utt_pad_proportion=0.0677, over 25414.81 utterances.], batch size: 97, lr: 6.98e-04
2022-08-22 05:20:32,672 INFO [train.py:927] (6/8) Epoch 4, batch 9850, giga_loss[loss=0.1961, simple_loss=0.292, pruned_loss=0.05017, over 12378.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02636, over 66.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3081, pruned_loss=0.06919, over 2477665.46 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06596, over 23781.72 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3179, pruned_loss=0.07399, over 2449947.71 frames. utt_duration=1269 frames, utt_pad_proportion=0.05463, over 7730.71 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.307, pruned_loss=0.0691, over 2478335.06 frames. utt_duration=390.3 frames, utt_pad_proportion=0.067, over 25475.71 utterances.], batch size: 66, lr: 6.98e-04
2022-08-22 05:22:22,093 INFO [train.py:927] (6/8) Epoch 4, batch 9900, giga_loss[loss=0.1993, simple_loss=0.2922, pruned_loss=0.05316, over 12428.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03858, over 133.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3072, pruned_loss=0.06922, over 2477677.57 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06428, over 23852.55 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3174, pruned_loss=0.07375, over 2450541.40 frames. utt_duration=1274 frames, utt_pad_proportion=0.05361, over 7703.67 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3065, pruned_loss=0.06927, over 2478278.98 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06556, over 25600.30 utterances.], batch size: 133, lr: 6.98e-04
2022-08-22 05:24:12,737 INFO [train.py:927] (6/8) Epoch 4, batch 9950, giga_loss[loss=0.2648, simple_loss=0.348, pruned_loss=0.09078, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02289, over 55.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3072, pruned_loss=0.06986, over 2477539.43 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06642, over 24017.22 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3177, pruned_loss=0.07376, over 2450781.62 frames. utt_duration=1271 frames, utt_pad_proportion=0.05388, over 7723.25 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3063, pruned_loss=0.0698, over 2478285.65 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06735, over 25690.50 utterances.], batch size: 55, lr: 6.98e-04
2022-08-22 05:25:57,345 INFO [train.py:927] (6/8) Epoch 4, batch 10000, giga_loss[loss=0.2614, simple_loss=0.3453, pruned_loss=0.0888, over 12355.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04176, over 113.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3155, pruned_loss=0.07458, over 2476540.35 frames. utt_duration=427.9 frames, utt_pad_proportion=0.0649, over 23216.98 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3178, pruned_loss=0.07368, over 2451022.58 frames. utt_duration=1269 frames, utt_pad_proportion=0.05396, over 7737.77 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3145, pruned_loss=0.07456, over 2477374.10 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06582, over 24808.74 utterances.], batch size: 113, lr: 6.97e-04
2022-08-22 05:27:42,230 INFO [train.py:927] (6/8) Epoch 4, batch 10050, giga_loss[loss=0.2064, simple_loss=0.2885, pruned_loss=0.06214, over 12362.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04779, over 26.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3172, pruned_loss=0.07601, over 2475441.25 frames. utt_duration=456.3 frames, utt_pad_proportion=0.06546, over 21760.09 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3192, pruned_loss=0.07384, over 2451635.25 frames. utt_duration=1256 frames, utt_pad_proportion=0.05806, over 7815.08 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3152, pruned_loss=0.07591, over 2476211.61 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06508, over 23369.73 utterances.], batch size: 26, lr: 6.97e-04
2022-08-22 05:29:24,724 INFO [train.py:927] (6/8) Epoch 4, batch 10100, giga_loss[loss=0.1846, simple_loss=0.2689, pruned_loss=0.05019, over 12321.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02846, over 74.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3096, pruned_loss=0.07333, over 2473858.14 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06218, over 19919.60 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3187, pruned_loss=0.07357, over 2451649.86 frames. utt_duration=1262 frames, utt_pad_proportion=0.05677, over 7778.04 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3083, pruned_loss=0.07355, over 2475099.49 frames. utt_duration=459.5 frames, utt_pad_proportion=0.06255, over 21606.22 utterances.], batch size: 74, lr: 6.97e-04
2022-08-22 05:31:05,807 INFO [train.py:927] (6/8) Epoch 4, batch 10150, giga_loss[loss=0.1743, simple_loss=0.2496, pruned_loss=0.04952, over 12382.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.0514, over 34.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3017, pruned_loss=0.071, over 2474133.63 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06363, over 19695.87 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3186, pruned_loss=0.07361, over 2451858.06 frames. utt_duration=1259 frames, utt_pad_proportion=0.05715, over 7801.27 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3006, pruned_loss=0.07111, over 2475124.38 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06373, over 21108.95 utterances.], batch size: 34, lr: 6.97e-04
2022-08-22 05:32:47,127 INFO [train.py:927] (6/8) Epoch 4, batch 10200, giga_loss[loss=0.1954, simple_loss=0.2703, pruned_loss=0.06027, over 12430.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03205, over 80.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2954, pruned_loss=0.0687, over 2474327.40 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06435, over 19531.56 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3189, pruned_loss=0.07389, over 2452066.30 frames. utt_duration=1260 frames, utt_pad_proportion=0.05649, over 7793.29 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2939, pruned_loss=0.06846, over 2475238.16 frames. utt_duration=476.9 frames, utt_pad_proportion=0.06462, over 20819.05 utterances.], batch size: 80, lr: 6.97e-04
2022-08-22 05:34:28,950 INFO [train.py:927] (6/8) Epoch 4, batch 10250, giga_loss[loss=0.1906, simple_loss=0.2659, pruned_loss=0.05761, over 12335.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03075, over 91.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2906, pruned_loss=0.06696, over 2473418.44 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06079, over 19148.51 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3186, pruned_loss=0.07393, over 2452269.53 frames. utt_duration=1264 frames, utt_pad_proportion=0.05528, over 7766.74 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.289, pruned_loss=0.06658, over 2474551.51 frames. utt_duration=484.1 frames, utt_pad_proportion=0.0617, over 20504.62 utterances.], batch size: 91, lr: 6.96e-04
2022-08-22 05:36:06,925 INFO [train.py:927] (6/8) Epoch 4, batch 10300, giga_loss[loss=0.1915, simple_loss=0.2673, pruned_loss=0.05781, over 12453.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2867, pruned_loss=0.0653, over 2473469.94 frames. utt_duration=541.7 frames, utt_pad_proportion=0.05696, over 18312.07 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3186, pruned_loss=0.0741, over 2453116.14 frames. utt_duration=1263 frames, utt_pad_proportion=0.05479, over 7779.66 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2843, pruned_loss=0.06453, over 2474373.64 frames. utt_duration=501 frames, utt_pad_proportion=0.05821, over 19809.66 utterances.], batch size: 75, lr: 6.96e-04
2022-08-22 05:37:45,730 INFO [train.py:927] (6/8) Epoch 4, batch 10350, giga_loss[loss=0.2269, simple_loss=0.2863, pruned_loss=0.08379, over 12371.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2818, pruned_loss=0.06364, over 2473778.54 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06518, over 19504.60 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.318, pruned_loss=0.07392, over 2453499.04 frames. utt_duration=1267 frames, utt_pad_proportion=0.05386, over 7753.36 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2797, pruned_loss=0.06295, over 2474615.17 frames. utt_duration=473.5 frames, utt_pad_proportion=0.06594, over 20968.67 utterances.], batch size: 258, lr: 6.96e-04
2022-08-22 05:39:27,285 INFO [train.py:927] (6/8) Epoch 4, batch 10400, giga_loss[loss=0.1326, simple_loss=0.2132, pruned_loss=0.026, over 12383.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04484, over 26.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2779, pruned_loss=0.06233, over 2474732.84 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06375, over 19256.54 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3182, pruned_loss=0.07413, over 2454247.78 frames. utt_duration=1266 frames, utt_pad_proportion=0.0534, over 7765.62 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2749, pruned_loss=0.06127, over 2475276.16 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06469, over 20735.47 utterances.], batch size: 26, lr: 6.96e-04
2022-08-22 05:41:08,910 INFO [train.py:927] (6/8) Epoch 4, batch 10450, giga_loss[loss=0.2809, simple_loss=0.3604, pruned_loss=0.1007, over 12286.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02627, over 54.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2796, pruned_loss=0.06319, over 2474393.33 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06158, over 18672.99 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.318, pruned_loss=0.07411, over 2454274.54 frames. utt_duration=1267 frames, utt_pad_proportion=0.0532, over 7758.79 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2772, pruned_loss=0.06233, over 2474878.79 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06255, over 19881.33 utterances.], batch size: 54, lr: 6.96e-04
2022-08-22 05:42:51,680 INFO [train.py:927] (6/8) Epoch 4, batch 10500, giga_loss[loss=0.2823, simple_loss=0.3635, pruned_loss=0.1005, over 12380.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.0313, over 62.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2928, pruned_loss=0.06964, over 2473515.76 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06222, over 18101.33 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3184, pruned_loss=0.07435, over 2454806.06 frames. utt_duration=1245 frames, utt_pad_proportion=0.06027, over 7898.12 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2898, pruned_loss=0.06855, over 2473869.60 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06042, over 19171.63 utterances.], batch size: 62, lr: 6.96e-04
2022-08-22 05:44:34,682 INFO [train.py:927] (6/8) Epoch 4, batch 10550, giga_loss[loss=0.2347, simple_loss=0.314, pruned_loss=0.07772, over 12385.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04772, over 31.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3002, pruned_loss=0.07252, over 2473316.51 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06429, over 18139.10 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3183, pruned_loss=0.07425, over 2455043.11 frames. utt_duration=1247 frames, utt_pad_proportion=0.05917, over 7886.18 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.2974, pruned_loss=0.07167, over 2473875.98 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06322, over 19288.92 utterances.], batch size: 31, lr: 6.95e-04
2022-08-22 05:46:17,304 INFO [train.py:927] (6/8) Epoch 4, batch 10600, giga_loss[loss=0.1891, simple_loss=0.2858, pruned_loss=0.04616, over 12456.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3039, pruned_loss=0.07345, over 2473736.28 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06918, over 18154.45 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3187, pruned_loss=0.07467, over 2455664.55 frames. utt_duration=1227 frames, utt_pad_proportion=0.06592, over 8018.26 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3008, pruned_loss=0.07235, over 2474135.68 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06561, over 19231.27 utterances.], batch size: 75, lr: 6.95e-04
2022-08-22 05:47:56,913 INFO [train.py:927] (6/8) Epoch 4, batch 10650, giga_loss[loss=0.2525, simple_loss=0.3197, pruned_loss=0.09262, over 12361.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0285, over 48.00 utterances.], tot_loss[loss=0.2301, simple_loss=0.3079, pruned_loss=0.07618, over 2474226.03 frames. utt_duration=533.3 frames, utt_pad_proportion=0.07334, over 18607.69 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3184, pruned_loss=0.07458, over 2455955.04 frames. utt_duration=1219 frames, utt_pad_proportion=0.06902, over 8066.30 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3055, pruned_loss=0.07538, over 2474605.45 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06931, over 19604.81 utterances.], batch size: 48, lr: 6.95e-04
2022-08-22 05:49:38,091 INFO [train.py:927] (6/8) Epoch 4, batch 10700, giga_loss[loss=0.2283, simple_loss=0.3145, pruned_loss=0.07107, over 12392.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02649, over 70.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3128, pruned_loss=0.07851, over 2474228.77 frames. utt_duration=540.2 frames, utt_pad_proportion=0.07175, over 18372.71 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3187, pruned_loss=0.07476, over 2456403.41 frames. utt_duration=1210 frames, utt_pad_proportion=0.07167, over 8132.27 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3105, pruned_loss=0.07776, over 2474532.21 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06766, over 19330.02 utterances.], batch size: 70, lr: 6.95e-04
2022-08-22 05:51:18,598 INFO [train.py:927] (6/8) Epoch 4, batch 10750, libri_loss[loss=0.2243, simple_loss=0.3068, pruned_loss=0.07091, over 12122.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006631, over 32.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3161, pruned_loss=0.07941, over 2472937.84 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06689, over 17060.39 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3185, pruned_loss=0.07478, over 2456158.79 frames. utt_duration=1219 frames, utt_pad_proportion=0.06931, over 8067.53 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3142, pruned_loss=0.07897, over 2474119.97 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06457, over 18296.91 utterances.], batch size: 32, lr: 6.95e-04
2022-08-22 05:52:58,493 INFO [train.py:927] (6/8) Epoch 4, batch 10800, giga_loss[loss=0.2311, simple_loss=0.3155, pruned_loss=0.07339, over 12370.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02572, over 66.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3179, pruned_loss=0.07906, over 2473708.59 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06531, over 17371.63 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3187, pruned_loss=0.07484, over 2456693.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.0693, over 8092.28 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3163, pruned_loss=0.07873, over 2474400.15 frames. utt_duration=538 frames, utt_pad_proportion=0.06356, over 18446.58 utterances.], batch size: 66, lr: 6.94e-04
2022-08-22 05:54:40,108 INFO [train.py:927] (6/8) Epoch 4, batch 10850, giga_loss[loss=0.2122, simple_loss=0.2977, pruned_loss=0.06331, over 12400.00 frames. utt_duration=801.2 frames, utt_pad_proportion=0.02999, over 62.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3168, pruned_loss=0.07715, over 2472742.53 frames. utt_duration=604.8 frames, utt_pad_proportion=0.06298, over 16395.29 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3182, pruned_loss=0.07463, over 2456974.31 frames. utt_duration=1212 frames, utt_pad_proportion=0.0718, over 8120.22 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.316, pruned_loss=0.07721, over 2473601.45 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06067, over 17531.35 utterances.], batch size: 62, lr: 6.94e-04
2022-08-22 05:56:22,571 INFO [train.py:927] (6/8) Epoch 4, batch 10900, giga_loss[loss=0.2657, simple_loss=0.3285, pruned_loss=0.1015, over 12358.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02894, over 48.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3202, pruned_loss=0.08128, over 2471594.00 frames. utt_duration=598.4 frames, utt_pad_proportion=0.06716, over 16562.16 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3185, pruned_loss=0.07491, over 2457097.35 frames. utt_duration=1213 frames, utt_pad_proportion=0.07102, over 8112.52 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3192, pruned_loss=0.08112, over 2472343.65 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06538, over 17572.82 utterances.], batch size: 48, lr: 6.94e-04
2022-08-22 05:58:02,963 INFO [train.py:927] (6/8) Epoch 4, batch 10950, libri_loss[loss=0.2946, simple_loss=0.3687, pruned_loss=0.1102, over 12438.00 frames. utt_duration=434.3 frames, utt_pad_proportion=0.3236, over 115.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3218, pruned_loss=0.08377, over 2471858.18 frames. utt_duration=589.3 frames, utt_pad_proportion=0.07118, over 16820.28 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3187, pruned_loss=0.0753, over 2457527.16 frames. utt_duration=1198 frames, utt_pad_proportion=0.07603, over 8216.25 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3208, pruned_loss=0.08355, over 2472638.28 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06708, over 17875.98 utterances.], batch size: 115, lr: 6.94e-04
2022-08-22 05:59:43,880 INFO [train.py:927] (6/8) Epoch 4, batch 11000, giga_loss[loss=0.2129, simple_loss=0.2907, pruned_loss=0.06759, over 12468.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03439, over 43.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.32, pruned_loss=0.08393, over 2472587.63 frames. utt_duration=568.9 frames, utt_pad_proportion=0.07294, over 17429.57 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3182, pruned_loss=0.07517, over 2458176.41 frames. utt_duration=1202 frames, utt_pad_proportion=0.074, over 8190.09 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3198, pruned_loss=0.0842, over 2473164.72 frames. utt_duration=532.5 frames, utt_pad_proportion=0.07043, over 18631.17 utterances.], batch size: 43, lr: 6.94e-04
2022-08-22 06:01:25,701 INFO [train.py:927] (6/8) Epoch 4, batch 11050, giga_loss[loss=0.2254, simple_loss=0.2978, pruned_loss=0.07652, over 12390.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.04629, over 34.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3183, pruned_loss=0.08278, over 2472258.66 frames. utt_duration=578.9 frames, utt_pad_proportion=0.07132, over 17125.43 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3181, pruned_loss=0.07516, over 2458291.13 frames. utt_duration=1190 frames, utt_pad_proportion=0.07781, over 8270.16 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3183, pruned_loss=0.08314, over 2472876.88 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06767, over 18169.22 utterances.], batch size: 34, lr: 6.93e-04
2022-08-22 06:03:07,086 INFO [train.py:927] (6/8) Epoch 4, batch 11100, giga_loss[loss=0.2206, simple_loss=0.3008, pruned_loss=0.0702, over 12349.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.315, pruned_loss=0.08003, over 2472385.33 frames. utt_duration=564.4 frames, utt_pad_proportion=0.0711, over 17569.16 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3186, pruned_loss=0.07512, over 2458374.71 frames. utt_duration=1195 frames, utt_pad_proportion=0.07671, over 8238.95 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3144, pruned_loss=0.08047, over 2473070.18 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06867, over 18590.62 utterances.], batch size: 97, lr: 6.93e-04
2022-08-22 06:04:48,355 INFO [train.py:927] (6/8) Epoch 4, batch 11150, libri_loss[loss=0.2135, simple_loss=0.3069, pruned_loss=0.06, over 12362.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01128, over 38.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3112, pruned_loss=0.07831, over 2473033.28 frames. utt_duration=530.5 frames, utt_pad_proportion=0.07629, over 18700.17 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.319, pruned_loss=0.07505, over 2459192.01 frames. utt_duration=1196 frames, utt_pad_proportion=0.07484, over 8238.24 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3102, pruned_loss=0.0789, over 2473370.89 frames. utt_duration=499 frames, utt_pad_proportion=0.07486, over 19886.33 utterances.], batch size: 38, lr: 6.93e-04
2022-08-22 06:06:32,017 INFO [train.py:927] (6/8) Epoch 4, batch 11200, giga_loss[loss=0.2105, simple_loss=0.2946, pruned_loss=0.06317, over 12416.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03212, over 80.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3099, pruned_loss=0.0778, over 2472940.66 frames. utt_duration=536.8 frames, utt_pad_proportion=0.0786, over 18478.74 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3187, pruned_loss=0.07503, over 2459957.08 frames. utt_duration=1191 frames, utt_pad_proportion=0.07733, over 8272.86 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3091, pruned_loss=0.07834, over 2472957.58 frames. utt_duration=503.3 frames, utt_pad_proportion=0.07627, over 19712.49 utterances.], batch size: 80, lr: 6.93e-04
2022-08-22 06:08:10,465 INFO [train.py:927] (6/8) Epoch 4, batch 11250, giga_loss[loss=0.2002, simple_loss=0.2723, pruned_loss=0.06412, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03082, over 39.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.308, pruned_loss=0.07683, over 2473306.11 frames. utt_duration=544.2 frames, utt_pad_proportion=0.0726, over 18230.16 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3184, pruned_loss=0.0749, over 2460156.78 frames. utt_duration=1193 frames, utt_pad_proportion=0.07648, over 8257.48 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3075, pruned_loss=0.07744, over 2473369.68 frames. utt_duration=511.2 frames, utt_pad_proportion=0.07138, over 19411.64 utterances.], batch size: 39, lr: 6.93e-04
2022-08-22 06:09:50,911 INFO [train.py:927] (6/8) Epoch 4, batch 11300, giga_loss[loss=0.2097, simple_loss=0.2826, pruned_loss=0.06838, over 12352.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03226, over 97.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3049, pruned_loss=0.07595, over 2473664.64 frames. utt_duration=558.4 frames, utt_pad_proportion=0.06925, over 17768.87 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3183, pruned_loss=0.0749, over 2460129.58 frames. utt_duration=1198 frames, utt_pad_proportion=0.07538, over 8222.61 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3043, pruned_loss=0.07644, over 2473984.63 frames. utt_duration=524.6 frames, utt_pad_proportion=0.06885, over 18917.75 utterances.], batch size: 97, lr: 6.92e-04
2022-08-22 06:11:30,615 INFO [train.py:927] (6/8) Epoch 4, batch 11350, giga_loss[loss=0.2209, simple_loss=0.2943, pruned_loss=0.07371, over 12266.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02762, over 54.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3019, pruned_loss=0.07446, over 2473587.17 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06691, over 17152.01 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3186, pruned_loss=0.07514, over 2460631.82 frames. utt_duration=1192 frames, utt_pad_proportion=0.07767, over 8264.73 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3007, pruned_loss=0.07463, over 2473752.34 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06569, over 18284.58 utterances.], batch size: 54, lr: 6.92e-04
2022-08-22 06:13:11,147 INFO [train.py:927] (6/8) Epoch 4, batch 11400, giga_loss[loss=0.2209, simple_loss=0.2991, pruned_loss=0.0714, over 12419.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04967, over 161.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.2994, pruned_loss=0.07395, over 2472972.38 frames. utt_duration=595.1 frames, utt_pad_proportion=0.06529, over 16664.28 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3189, pruned_loss=0.0753, over 2461058.30 frames. utt_duration=1194 frames, utt_pad_proportion=0.07612, over 8252.15 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.2977, pruned_loss=0.07391, over 2473038.00 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06492, over 17821.76 utterances.], batch size: 161, lr: 6.92e-04
2022-08-22 06:14:51,770 INFO [train.py:927] (6/8) Epoch 4, batch 11450, giga_loss[loss=0.1993, simple_loss=0.288, pruned_loss=0.05532, over 12351.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03235, over 97.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.2975, pruned_loss=0.0733, over 2472500.23 frames. utt_duration=597.4 frames, utt_pad_proportion=0.06117, over 16597.64 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.319, pruned_loss=0.07571, over 2461384.61 frames. utt_duration=1201 frames, utt_pad_proportion=0.07413, over 8210.98 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.2954, pruned_loss=0.07286, over 2472616.57 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06179, over 17834.57 utterances.], batch size: 97, lr: 6.92e-04
2022-08-22 06:16:34,944 INFO [train.py:927] (6/8) Epoch 4, batch 11500, libri_loss[loss=0.2265, simple_loss=0.3203, pruned_loss=0.06632, over 12429.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02212, over 43.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.2953, pruned_loss=0.07214, over 2473163.89 frames. utt_duration=608.4 frames, utt_pad_proportion=0.06039, over 16299.89 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3187, pruned_loss=0.07545, over 2462188.69 frames. utt_duration=1205 frames, utt_pad_proportion=0.07227, over 8186.08 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2931, pruned_loss=0.07193, over 2472880.57 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06156, over 17578.05 utterances.], batch size: 43, lr: 6.92e-04
2022-08-22 06:18:24,555 INFO [train.py:927] (6/8) Epoch 4, batch 11550, giga_loss[loss=0.2339, simple_loss=0.3168, pruned_loss=0.07547, over 12420.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03363, over 75.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.2987, pruned_loss=0.07439, over 2473398.64 frames. utt_duration=610.9 frames, utt_pad_proportion=0.05925, over 16234.23 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3189, pruned_loss=0.07548, over 2462260.67 frames. utt_duration=1208 frames, utt_pad_proportion=0.07147, over 8163.38 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.2964, pruned_loss=0.07416, over 2473254.16 frames. utt_duration=571 frames, utt_pad_proportion=0.0605, over 17371.56 utterances.], batch size: 75, lr: 6.91e-04
2022-08-22 06:20:08,405 INFO [train.py:927] (6/8) Epoch 4, batch 11600, giga_loss[loss=0.2355, simple_loss=0.3168, pruned_loss=0.07706, over 12353.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02936, over 91.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3047, pruned_loss=0.07805, over 2473549.76 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05918, over 16876.68 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3187, pruned_loss=0.07538, over 2462529.85 frames. utt_duration=1211 frames, utt_pad_proportion=0.07064, over 8145.04 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.303, pruned_loss=0.07796, over 2473342.22 frames. utt_duration=554.2 frames, utt_pad_proportion=0.0604, over 17900.78 utterances.], batch size: 91, lr: 6.91e-04
2022-08-22 06:21:51,507 INFO [train.py:927] (6/8) Epoch 4, batch 11650, giga_loss[loss=0.2346, simple_loss=0.3139, pruned_loss=0.07767, over 12456.00 frames. utt_duration=475.9 frames, utt_pad_proportion=0.03655, over 105.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3102, pruned_loss=0.08028, over 2473151.67 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05939, over 17080.18 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3187, pruned_loss=0.07556, over 2462487.10 frames. utt_duration=1210 frames, utt_pad_proportion=0.07016, over 8148.36 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3086, pruned_loss=0.08011, over 2473215.92 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06044, over 18042.70 utterances.], batch size: 105, lr: 6.91e-04
2022-08-22 06:23:33,888 INFO [train.py:927] (6/8) Epoch 4, batch 11700, giga_loss[loss=0.2606, simple_loss=0.3378, pruned_loss=0.09164, over 12389.00 frames. utt_duration=272.2 frames, utt_pad_proportion=0.0646, over 183.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3168, pruned_loss=0.08322, over 2473861.01 frames. utt_duration=566.3 frames, utt_pad_proportion=0.06108, over 17520.01 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3194, pruned_loss=0.07596, over 2462574.64 frames. utt_duration=1213 frames, utt_pad_proportion=0.06937, over 8133.17 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3148, pruned_loss=0.08283, over 2473995.76 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06211, over 18420.98 utterances.], batch size: 183, lr: 6.91e-04
2022-08-22 06:25:14,927 INFO [train.py:927] (6/8) Epoch 4, batch 11750, giga_loss[loss=0.2491, simple_loss=0.3184, pruned_loss=0.08984, over 12163.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.03932, over 33.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3149, pruned_loss=0.08049, over 2473823.90 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05897, over 17408.48 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3197, pruned_loss=0.07616, over 2462640.81 frames. utt_duration=1218 frames, utt_pad_proportion=0.0678, over 8095.59 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3129, pruned_loss=0.08014, over 2474180.65 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06039, over 18415.08 utterances.], batch size: 33, lr: 6.91e-04
2022-08-22 06:26:55,314 INFO [train.py:927] (6/8) Epoch 4, batch 11800, libri_loss[loss=0.2478, simple_loss=0.3249, pruned_loss=0.08538, over 12484.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006617, over 36.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3148, pruned_loss=0.07967, over 2473492.69 frames. utt_duration=585.2 frames, utt_pad_proportion=0.05545, over 16950.47 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3191, pruned_loss=0.07591, over 2462957.83 frames. utt_duration=1224 frames, utt_pad_proportion=0.06619, over 8059.92 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3136, pruned_loss=0.07972, over 2473814.68 frames. utt_duration=549 frames, utt_pad_proportion=0.05732, over 18074.11 utterances.], batch size: 36, lr: 6.90e-04
2022-08-22 06:28:37,694 INFO [train.py:927] (6/8) Epoch 4, batch 11850, giga_loss[loss=0.3021, simple_loss=0.3522, pruned_loss=0.126, over 12391.00 frames. utt_duration=192 frames, utt_pad_proportion=0.111, over 260.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3173, pruned_loss=0.08163, over 2473325.99 frames. utt_duration=573.1 frames, utt_pad_proportion=0.06023, over 17308.17 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3195, pruned_loss=0.07636, over 2463607.51 frames. utt_duration=1220 frames, utt_pad_proportion=0.06572, over 8085.80 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3159, pruned_loss=0.08139, over 2473327.55 frames. utt_duration=537 frames, utt_pad_proportion=0.06151, over 18475.40 utterances.], batch size: 260, lr: 6.90e-04
2022-08-22 06:30:21,130 INFO [train.py:927] (6/8) Epoch 4, batch 11900, giga_loss[loss=0.2501, simple_loss=0.333, pruned_loss=0.08365, over 12269.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0291, over 45.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3198, pruned_loss=0.08301, over 2474407.50 frames. utt_duration=576.3 frames, utt_pad_proportion=0.062, over 17219.26 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.32, pruned_loss=0.07654, over 2464167.16 frames. utt_duration=1201 frames, utt_pad_proportion=0.07227, over 8217.31 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3182, pruned_loss=0.0828, over 2474127.34 frames. utt_duration=544.1 frames, utt_pad_proportion=0.06015, over 18240.32 utterances.], batch size: 45, lr: 6.90e-04
2022-08-22 06:32:06,049 INFO [train.py:927] (6/8) Epoch 4, batch 11950, giga_loss[loss=0.2167, simple_loss=0.3013, pruned_loss=0.06612, over 12307.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.04931, over 26.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3225, pruned_loss=0.08456, over 2474021.82 frames. utt_duration=583.2 frames, utt_pad_proportion=0.06217, over 17011.11 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3215, pruned_loss=0.07677, over 2464217.58 frames. utt_duration=1200 frames, utt_pad_proportion=0.07219, over 8222.06 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3199, pruned_loss=0.08429, over 2473893.02 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06067, over 17939.37 utterances.], batch size: 26, lr: 6.90e-04
2022-08-22 06:33:49,415 INFO [train.py:927] (6/8) Epoch 4, batch 12000, giga_loss[loss=0.2493, simple_loss=0.3355, pruned_loss=0.08156, over 12443.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03156, over 75.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3232, pruned_loss=0.0842, over 2474187.32 frames. utt_duration=609.9 frames, utt_pad_proportion=0.05819, over 16267.45 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3216, pruned_loss=0.07676, over 2464355.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.07129, over 8215.75 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3211, pruned_loss=0.08412, over 2474132.74 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05741, over 17160.12 utterances.], batch size: 75, lr: 6.90e-04
2022-08-22 06:33:49,416 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 06:34:03,591 INFO [train.py:967] (6/8) Epoch 4, validation: loss=0.198, simple_loss=0.3044, pruned_loss=0.04574, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 06:35:44,824 INFO [train.py:927] (6/8) Epoch 4, batch 12050, giga_loss[loss=0.2682, simple_loss=0.3465, pruned_loss=0.09492, over 12401.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05015, over 161.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3241, pruned_loss=0.08456, over 2473176.39 frames. utt_duration=595.2 frames, utt_pad_proportion=0.06101, over 16663.66 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3217, pruned_loss=0.07696, over 2464520.42 frames. utt_duration=1191 frames, utt_pad_proportion=0.07472, over 8286.73 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3224, pruned_loss=0.08445, over 2473115.66 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05883, over 17417.38 utterances.], batch size: 161, lr: 6.90e-04
2022-08-22 06:37:24,354 INFO [train.py:927] (6/8) Epoch 4, batch 12100, giga_loss[loss=0.2519, simple_loss=0.3329, pruned_loss=0.08543, over 12311.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02901, over 74.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3224, pruned_loss=0.08398, over 2473244.21 frames. utt_duration=601.8 frames, utt_pad_proportion=0.06172, over 16480.36 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3214, pruned_loss=0.07673, over 2464598.16 frames. utt_duration=1194 frames, utt_pad_proportion=0.07388, over 8265.53 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3214, pruned_loss=0.08419, over 2473245.62 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06028, over 17209.26 utterances.], batch size: 74, lr: 6.89e-04
2022-08-22 06:39:05,874 INFO [train.py:927] (6/8) Epoch 4, batch 12150, giga_loss[loss=0.2585, simple_loss=0.3324, pruned_loss=0.09233, over 12379.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06488, over 183.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3222, pruned_loss=0.08456, over 2473381.82 frames. utt_duration=599.1 frames, utt_pad_proportion=0.06194, over 16555.42 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3214, pruned_loss=0.07662, over 2464666.16 frames. utt_duration=1198 frames, utt_pad_proportion=0.0731, over 8242.68 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3213, pruned_loss=0.08493, over 2473465.17 frames. utt_duration=574.6 frames, utt_pad_proportion=0.06108, over 17264.79 utterances.], batch size: 183, lr: 6.89e-04
2022-08-22 06:40:44,217 INFO [train.py:927] (6/8) Epoch 4, batch 12200, giga_loss[loss=0.2376, simple_loss=0.3174, pruned_loss=0.07884, over 12381.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.0598, over 182.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3216, pruned_loss=0.08398, over 2472680.57 frames. utt_duration=624.9 frames, utt_pad_proportion=0.06061, over 15866.14 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3211, pruned_loss=0.0767, over 2464414.38 frames. utt_duration=1206 frames, utt_pad_proportion=0.07124, over 8186.07 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3212, pruned_loss=0.08443, over 2473253.87 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06068, over 16744.51 utterances.], batch size: 182, lr: 6.89e-04
2022-08-22 06:42:25,554 INFO [train.py:927] (6/8) Epoch 4, batch 12250, giga_loss[loss=0.23, simple_loss=0.3184, pruned_loss=0.07081, over 12463.00 frames. utt_duration=907.8 frames, utt_pad_proportion=0.03009, over 55.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3201, pruned_loss=0.08285, over 2472810.81 frames. utt_duration=643 frames, utt_pad_proportion=0.05668, over 15418.16 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3209, pruned_loss=0.07678, over 2464444.18 frames. utt_duration=1210 frames, utt_pad_proportion=0.0702, over 8155.61 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3199, pruned_loss=0.08325, over 2473404.75 frames. utt_duration=609.6 frames, utt_pad_proportion=0.05729, over 16269.99 utterances.], batch size: 55, lr: 6.89e-04
2022-08-22 06:44:05,315 INFO [train.py:927] (6/8) Epoch 4, batch 12300, giga_loss[loss=0.2232, simple_loss=0.3044, pruned_loss=0.07104, over 12387.00 frames. utt_duration=855.7 frames, utt_pad_proportion=0.02987, over 58.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3188, pruned_loss=0.08236, over 2472653.40 frames. utt_duration=634.2 frames, utt_pad_proportion=0.05602, over 15632.12 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3207, pruned_loss=0.07673, over 2464690.36 frames. utt_duration=1211 frames, utt_pad_proportion=0.06969, over 8149.20 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3188, pruned_loss=0.08279, over 2473023.81 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05669, over 16413.91 utterances.], batch size: 58, lr: 6.89e-04
2022-08-22 06:45:45,190 INFO [train.py:927] (6/8) Epoch 4, batch 12350, giga_loss[loss=0.2425, simple_loss=0.3191, pruned_loss=0.08298, over 12459.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03439, over 105.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3163, pruned_loss=0.08153, over 2472216.00 frames. utt_duration=650.6 frames, utt_pad_proportion=0.05322, over 15234.74 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3206, pruned_loss=0.07681, over 2464553.22 frames. utt_duration=1213 frames, utt_pad_proportion=0.06886, over 8135.04 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3164, pruned_loss=0.08186, over 2472755.02 frames. utt_duration=621 frames, utt_pad_proportion=0.05418, over 15967.03 utterances.], batch size: 105, lr: 6.88e-04
2022-08-22 06:47:26,123 INFO [train.py:927] (6/8) Epoch 4, batch 12400, giga_loss[loss=0.2041, simple_loss=0.2773, pruned_loss=0.06541, over 12188.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03295, over 39.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3137, pruned_loss=0.08058, over 2470915.19 frames. utt_duration=649.4 frames, utt_pad_proportion=0.05888, over 15253.67 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3209, pruned_loss=0.07715, over 2464838.08 frames. utt_duration=1204 frames, utt_pad_proportion=0.07207, over 8195.76 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3134, pruned_loss=0.08061, over 2471192.08 frames. utt_duration=624.4 frames, utt_pad_proportion=0.05788, over 15869.60 utterances.], batch size: 39, lr: 6.88e-04
2022-08-22 06:49:06,712 INFO [train.py:927] (6/8) Epoch 4, batch 12450, giga_loss[loss=0.2371, simple_loss=0.3084, pruned_loss=0.08297, over 12364.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05019, over 161.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.312, pruned_loss=0.08035, over 2471619.78 frames. utt_duration=629.9 frames, utt_pad_proportion=0.06297, over 15732.30 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3213, pruned_loss=0.07721, over 2464999.36 frames. utt_duration=1208 frames, utt_pad_proportion=0.07126, over 8173.90 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3114, pruned_loss=0.08036, over 2471783.44 frames. utt_duration=607 frames, utt_pad_proportion=0.06238, over 16329.97 utterances.], batch size: 161, lr: 6.88e-04
2022-08-22 06:50:47,128 INFO [train.py:927] (6/8) Epoch 4, batch 12500, giga_loss[loss=0.2632, simple_loss=0.3366, pruned_loss=0.09494, over 12388.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07005, over 211.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3119, pruned_loss=0.07982, over 2472253.24 frames. utt_duration=597.9 frames, utt_pad_proportion=0.06638, over 16580.52 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3231, pruned_loss=0.07759, over 2464899.24 frames. utt_duration=1208 frames, utt_pad_proportion=0.07063, over 8169.24 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3094, pruned_loss=0.0795, over 2472565.73 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06605, over 17163.52 utterances.], batch size: 211, lr: 6.88e-04
2022-08-22 06:52:30,041 INFO [train.py:927] (6/8) Epoch 4, batch 12550, libri_loss[loss=0.1942, simple_loss=0.2773, pruned_loss=0.05562, over 12236.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008803, over 29.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3133, pruned_loss=0.07962, over 2472766.42 frames. utt_duration=580.6 frames, utt_pad_proportion=0.06369, over 17080.21 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3233, pruned_loss=0.07728, over 2464721.63 frames. utt_duration=1216 frames, utt_pad_proportion=0.06931, over 8117.78 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3109, pruned_loss=0.0797, over 2473408.73 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06402, over 17826.88 utterances.], batch size: 29, lr: 6.88e-04
2022-08-22 06:54:09,384 INFO [train.py:927] (6/8) Epoch 4, batch 12600, giga_loss[loss=0.1949, simple_loss=0.286, pruned_loss=0.05192, over 12323.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.0307, over 66.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.07988, over 2473707.30 frames. utt_duration=549.9 frames, utt_pad_proportion=0.0666, over 18044.09 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3238, pruned_loss=0.0777, over 2465157.81 frames. utt_duration=1214 frames, utt_pad_proportion=0.06859, over 8133.80 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3119, pruned_loss=0.07965, over 2474019.91 frames. utt_duration=526.8 frames, utt_pad_proportion=0.067, over 18838.61 utterances.], batch size: 66, lr: 6.87e-04
2022-08-22 06:55:51,436 INFO [train.py:927] (6/8) Epoch 4, batch 12650, giga_loss[loss=0.2207, simple_loss=0.2992, pruned_loss=0.07106, over 12389.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02644, over 91.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3119, pruned_loss=0.0779, over 2473634.78 frames. utt_duration=568.9 frames, utt_pad_proportion=0.06082, over 17437.30 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3236, pruned_loss=0.07798, over 2465553.31 frames. utt_duration=1219 frames, utt_pad_proportion=0.06706, over 8097.16 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3098, pruned_loss=0.0775, over 2473740.12 frames. utt_duration=540 frames, utt_pad_proportion=0.06196, over 18375.03 utterances.], batch size: 91, lr: 6.87e-04
2022-08-22 06:57:30,435 INFO [train.py:927] (6/8) Epoch 4, batch 12700, giga_loss[loss=0.2726, simple_loss=0.336, pruned_loss=0.1046, over 12434.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06623, over 184.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3118, pruned_loss=0.07838, over 2473875.79 frames. utt_duration=582 frames, utt_pad_proportion=0.05709, over 17045.56 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3234, pruned_loss=0.07812, over 2465611.77 frames. utt_duration=1224 frames, utt_pad_proportion=0.06579, over 8065.14 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.31, pruned_loss=0.07792, over 2474095.54 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05864, over 18032.86 utterances.], batch size: 184, lr: 6.87e-04
2022-08-22 06:59:09,728 INFO [train.py:927] (6/8) Epoch 4, batch 12750, giga_loss[loss=0.2372, simple_loss=0.3099, pruned_loss=0.0823, over 12435.00 frames. utt_duration=623.4 frames, utt_pad_proportion=0.03199, over 80.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3134, pruned_loss=0.07935, over 2473927.59 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05872, over 18253.01 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3235, pruned_loss=0.0782, over 2465362.03 frames. utt_duration=1228 frames, utt_pad_proportion=0.0648, over 8038.02 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3117, pruned_loss=0.07892, over 2474488.03 frames. utt_duration=516.1 frames, utt_pad_proportion=0.0601, over 19235.08 utterances.], batch size: 80, lr: 6.87e-04
2022-08-22 07:00:48,304 INFO [train.py:927] (6/8) Epoch 4, batch 12800, libri_loss[loss=0.2133, simple_loss=0.2852, pruned_loss=0.07064, over 12465.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00874, over 29.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3146, pruned_loss=0.07952, over 2473644.61 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05565, over 18030.58 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3226, pruned_loss=0.07794, over 2465241.75 frames. utt_duration=1236 frames, utt_pad_proportion=0.0638, over 7988.59 utterances.], giga_tot_loss[loss=0.2363, simple_loss=0.3138, pruned_loss=0.07944, over 2474371.67 frames. utt_duration=520 frames, utt_pad_proportion=0.05723, over 19088.10 utterances.], batch size: 29, lr: 6.87e-04
2022-08-22 07:02:26,958 INFO [train.py:927] (6/8) Epoch 4, batch 12850, giga_loss[loss=0.222, simple_loss=0.2956, pruned_loss=0.07418, over 12250.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03242, over 45.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3144, pruned_loss=0.07922, over 2473062.64 frames. utt_duration=560.5 frames, utt_pad_proportion=0.05729, over 17696.57 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3227, pruned_loss=0.0783, over 2465008.75 frames. utt_duration=1239 frames, utt_pad_proportion=0.06283, over 7964.97 utterances.], giga_tot_loss[loss=0.2356, simple_loss=0.3135, pruned_loss=0.07885, over 2474018.28 frames. utt_duration=529.4 frames, utt_pad_proportion=0.05886, over 18746.13 utterances.], batch size: 45, lr: 6.87e-04
2022-08-22 07:04:07,362 INFO [train.py:927] (6/8) Epoch 4, batch 12900, giga_loss[loss=0.2102, simple_loss=0.2807, pruned_loss=0.06989, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03685, over 37.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3133, pruned_loss=0.07803, over 2473127.91 frames. utt_duration=588.1 frames, utt_pad_proportion=0.05362, over 16863.11 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3231, pruned_loss=0.07843, over 2464992.88 frames. utt_duration=1242 frames, utt_pad_proportion=0.06236, over 7950.36 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3122, pruned_loss=0.07761, over 2473968.65 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05527, over 17787.87 utterances.], batch size: 37, lr: 6.86e-04
2022-08-22 07:05:45,807 INFO [train.py:927] (6/8) Epoch 4, batch 12950, giga_loss[loss=0.2191, simple_loss=0.3011, pruned_loss=0.06861, over 12357.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3118, pruned_loss=0.07785, over 2473109.19 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05498, over 17053.42 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3235, pruned_loss=0.07898, over 2465433.20 frames. utt_duration=1241 frames, utt_pad_proportion=0.06171, over 7953.10 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3103, pruned_loss=0.07702, over 2473615.24 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05633, over 18025.76 utterances.], batch size: 97, lr: 6.86e-04
2022-08-22 07:07:25,881 INFO [train.py:927] (6/8) Epoch 4, batch 13000, giga_loss[loss=0.2261, simple_loss=0.3117, pruned_loss=0.0703, over 12296.00 frames. utt_duration=912.5 frames, utt_pad_proportion=0.02509, over 54.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.313, pruned_loss=0.07869, over 2473187.90 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05521, over 17453.40 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.324, pruned_loss=0.07942, over 2465506.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.06107, over 7948.90 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3112, pruned_loss=0.07765, over 2473607.33 frames. utt_duration=540.8 frames, utt_pad_proportion=0.05646, over 18346.33 utterances.], batch size: 54, lr: 6.86e-04
2022-08-22 07:09:02,161 INFO [train.py:927] (6/8) Epoch 4, batch 13050, libri_loss[loss=0.2487, simple_loss=0.3216, pruned_loss=0.08787, over 12262.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004097, over 34.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3139, pruned_loss=0.07856, over 2473317.95 frames. utt_duration=588.1 frames, utt_pad_proportion=0.05227, over 16865.87 utterances.], libri_tot_loss[loss=0.2416, simple_loss=0.3236, pruned_loss=0.07978, over 2465430.98 frames. utt_duration=1248 frames, utt_pad_proportion=0.05967, over 7913.92 utterances.], giga_tot_loss[loss=0.2335, simple_loss=0.3123, pruned_loss=0.07733, over 2474102.30 frames. utt_duration=549.7 frames, utt_pad_proportion=0.05391, over 18053.52 utterances.], batch size: 34, lr: 6.86e-04
2022-08-22 07:10:40,337 INFO [train.py:927] (6/8) Epoch 4, batch 13100, giga_loss[loss=0.2423, simple_loss=0.3192, pruned_loss=0.08271, over 12336.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.0312, over 70.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3129, pruned_loss=0.07947, over 2472454.94 frames. utt_duration=586.5 frames, utt_pad_proportion=0.05288, over 16905.79 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3236, pruned_loss=0.08, over 2465534.26 frames. utt_duration=1251 frames, utt_pad_proportion=0.05869, over 7891.29 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3114, pruned_loss=0.07827, over 2473143.28 frames. utt_duration=548.9 frames, utt_pad_proportion=0.05447, over 18071.68 utterances.], batch size: 70, lr: 6.86e-04
2022-08-22 07:12:18,762 INFO [train.py:927] (6/8) Epoch 4, batch 13150, giga_loss[loss=0.223, simple_loss=0.3073, pruned_loss=0.06937, over 12459.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03472, over 123.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3108, pruned_loss=0.07982, over 2472362.01 frames. utt_duration=595.7 frames, utt_pad_proportion=0.0513, over 16643.02 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3228, pruned_loss=0.07995, over 2465358.27 frames. utt_duration=1260 frames, utt_pad_proportion=0.05726, over 7839.04 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.31, pruned_loss=0.07888, over 2473292.13 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05319, over 17916.70 utterances.], batch size: 123, lr: 6.85e-04
2022-08-22 07:13:58,495 INFO [train.py:927] (6/8) Epoch 4, batch 13200, giga_loss[loss=0.239, simple_loss=0.3177, pruned_loss=0.08015, over 12427.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06626, over 184.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3095, pruned_loss=0.07912, over 2473266.47 frames. utt_duration=588.4 frames, utt_pad_proportion=0.0504, over 16855.24 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3233, pruned_loss=0.08021, over 2465677.77 frames. utt_duration=1253 frames, utt_pad_proportion=0.05814, over 7878.03 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3081, pruned_loss=0.07812, over 2473843.52 frames. utt_duration=551.3 frames, utt_pad_proportion=0.05151, over 17997.28 utterances.], batch size: 184, lr: 6.85e-04
2022-08-22 07:15:40,112 INFO [train.py:927] (6/8) Epoch 4, batch 13250, giga_loss[loss=0.2166, simple_loss=0.2926, pruned_loss=0.07023, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.0381, over 113.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3053, pruned_loss=0.07707, over 2473503.90 frames. utt_duration=586.9 frames, utt_pad_proportion=0.04886, over 16900.39 utterances.], libri_tot_loss[loss=0.2417, simple_loss=0.323, pruned_loss=0.08019, over 2465601.70 frames. utt_duration=1256 frames, utt_pad_proportion=0.05725, over 7860.56 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3041, pruned_loss=0.07626, over 2474190.01 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05013, over 17993.53 utterances.], batch size: 113, lr: 6.85e-04
2022-08-22 07:17:19,682 INFO [train.py:927] (6/8) Epoch 4, batch 13300, giga_loss[loss=0.2339, simple_loss=0.3117, pruned_loss=0.07805, over 12454.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0344, over 98.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3051, pruned_loss=0.0772, over 2473109.39 frames. utt_duration=584.5 frames, utt_pad_proportion=0.04954, over 16968.17 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3235, pruned_loss=0.08073, over 2465806.52 frames. utt_duration=1251 frames, utt_pad_proportion=0.05763, over 7895.41 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3034, pruned_loss=0.076, over 2473562.19 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05031, over 17927.19 utterances.], batch size: 98, lr: 6.85e-04
2022-08-22 07:19:00,690 INFO [train.py:927] (6/8) Epoch 4, batch 13350, libri_loss[loss=0.2351, simple_loss=0.2994, pruned_loss=0.08545, over 12224.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006395, over 31.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.307, pruned_loss=0.07791, over 2473006.76 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05266, over 17304.08 utterances.], libri_tot_loss[loss=0.2424, simple_loss=0.3233, pruned_loss=0.08079, over 2465537.96 frames. utt_duration=1257 frames, utt_pad_proportion=0.05638, over 7853.05 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.3055, pruned_loss=0.07681, over 2473819.09 frames. utt_duration=540.1 frames, utt_pad_proportion=0.05354, over 18371.61 utterances.], batch size: 31, lr: 6.85e-04
2022-08-22 07:20:39,962 INFO [train.py:927] (6/8) Epoch 4, batch 13400, giga_loss[loss=0.2979, simple_loss=0.3572, pruned_loss=0.1193, over 12372.00 frames. utt_duration=237.1 frames, utt_pad_proportion=0.06635, over 210.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3095, pruned_loss=0.07856, over 2473429.50 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05356, over 17622.12 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3233, pruned_loss=0.08093, over 2465513.27 frames. utt_duration=1258 frames, utt_pad_proportion=0.05615, over 7849.78 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3082, pruned_loss=0.07756, over 2474124.31 frames. utt_duration=536.3 frames, utt_pad_proportion=0.05429, over 18506.02 utterances.], batch size: 210, lr: 6.84e-04
2022-08-22 07:22:26,573 INFO [train.py:927] (6/8) Epoch 4, batch 13450, giga_loss[loss=0.2626, simple_loss=0.3413, pruned_loss=0.09195, over 12277.00 frames. utt_duration=910.6 frames, utt_pad_proportion=0.02718, over 54.00 utterances.], tot_loss[loss=0.2405, simple_loss=0.3154, pruned_loss=0.08283, over 2472811.40 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05269, over 17360.31 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3239, pruned_loss=0.0813, over 2465281.15 frames. utt_duration=1260 frames, utt_pad_proportion=0.05573, over 7838.32 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3138, pruned_loss=0.08171, over 2473617.52 frames. utt_duration=546.6 frames, utt_pad_proportion=0.05347, over 18151.23 utterances.], batch size: 54, lr: 6.84e-04
2022-08-22 07:24:07,880 INFO [train.py:927] (6/8) Epoch 4, batch 13500, giga_loss[loss=0.3036, simple_loss=0.3595, pruned_loss=0.1239, over 12475.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03561, over 43.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3226, pruned_loss=0.08779, over 2473668.46 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05698, over 17792.29 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3235, pruned_loss=0.08172, over 2465823.05 frames. utt_duration=1265 frames, utt_pad_proportion=0.05398, over 7808.26 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3213, pruned_loss=0.08666, over 2474175.04 frames. utt_duration=524.6 frames, utt_pad_proportion=0.05805, over 18918.02 utterances.], batch size: 43, lr: 6.84e-04
2022-08-22 07:25:58,086 INFO [train.py:927] (6/8) Epoch 4, batch 13550, giga_loss[loss=0.3063, simple_loss=0.3675, pruned_loss=0.1225, over 12386.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04319, over 26.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3294, pruned_loss=0.09351, over 2474072.06 frames. utt_duration=557.7 frames, utt_pad_proportion=0.05574, over 17791.86 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3232, pruned_loss=0.08195, over 2465997.81 frames. utt_duration=1271 frames, utt_pad_proportion=0.0528, over 7772.51 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3288, pruned_loss=0.09259, over 2474531.83 frames. utt_duration=522.9 frames, utt_pad_proportion=0.05711, over 18982.41 utterances.], batch size: 26, lr: 6.84e-04
2022-08-22 07:27:40,277 INFO [train.py:927] (6/8) Epoch 4, batch 13600, giga_loss[loss=0.2709, simple_loss=0.3465, pruned_loss=0.09762, over 12375.00 frames. utt_duration=583.7 frames, utt_pad_proportion=0.03033, over 85.00 utterances.], tot_loss[loss=0.2686, simple_loss=0.337, pruned_loss=0.1001, over 2473976.92 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06507, over 19101.59 utterances.], libri_tot_loss[loss=0.2437, simple_loss=0.3232, pruned_loss=0.08212, over 2466272.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.05302, over 7799.42 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3367, pruned_loss=0.09967, over 2474306.51 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06559, over 20331.79 utterances.], batch size: 85, lr: 6.84e-04
2022-08-22 07:29:24,832 INFO [train.py:927] (6/8) Epoch 4, batch 13650, giga_loss[loss=0.323, simple_loss=0.3802, pruned_loss=0.1329, over 12338.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03295, over 85.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3401, pruned_loss=0.1033, over 2474083.88 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06674, over 19466.17 utterances.], libri_tot_loss[loss=0.2442, simple_loss=0.3235, pruned_loss=0.08245, over 2466282.76 frames. utt_duration=1263 frames, utt_pad_proportion=0.05307, over 7820.54 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3401, pruned_loss=0.1032, over 2474544.60 frames. utt_duration=478.8 frames, utt_pad_proportion=0.06718, over 20735.32 utterances.], batch size: 85, lr: 6.84e-04
2022-08-22 07:31:14,672 INFO [train.py:927] (6/8) Epoch 4, batch 13700, giga_loss[loss=0.339, simple_loss=0.3724, pruned_loss=0.1528, over 12424.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07634, over 213.00 utterances.], tot_loss[loss=0.2818, simple_loss=0.346, pruned_loss=0.1088, over 2475048.76 frames. utt_duration=471.5 frames, utt_pad_proportion=0.07169, over 21064.50 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3234, pruned_loss=0.08258, over 2466457.31 frames. utt_duration=1266 frames, utt_pad_proportion=0.05229, over 7802.23 utterances.], giga_tot_loss[loss=0.2823, simple_loss=0.3465, pruned_loss=0.109, over 2475404.80 frames. utt_duration=445 frames, utt_pad_proportion=0.07214, over 22325.07 utterances.], batch size: 213, lr: 6.83e-04
2022-08-22 07:33:03,096 INFO [train.py:927] (6/8) Epoch 4, batch 13750, giga_loss[loss=0.2572, simple_loss=0.326, pruned_loss=0.09422, over 12323.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03464, over 62.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3489, pruned_loss=0.1122, over 2475257.91 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07308, over 21859.15 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3237, pruned_loss=0.08307, over 2466498.86 frames. utt_duration=1268 frames, utt_pad_proportion=0.05168, over 7789.26 utterances.], giga_tot_loss[loss=0.287, simple_loss=0.3493, pruned_loss=0.1124, over 2475605.59 frames. utt_duration=431 frames, utt_pad_proportion=0.07364, over 23052.41 utterances.], batch size: 62, lr: 6.83e-04
2022-08-22 07:34:48,006 INFO [train.py:927] (6/8) Epoch 4, batch 13800, giga_loss[loss=0.3123, simple_loss=0.3683, pruned_loss=0.1281, over 12418.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06852, over 212.00 utterances.], tot_loss[loss=0.2867, simple_loss=0.3493, pruned_loss=0.1121, over 2474767.10 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07023, over 21696.05 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3238, pruned_loss=0.08306, over 2466173.48 frames. utt_duration=1270 frames, utt_pad_proportion=0.05145, over 7776.40 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.3503, pruned_loss=0.113, over 2475578.07 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07106, over 23045.58 utterances.], batch size: 212, lr: 6.83e-04
2022-08-22 07:36:32,192 INFO [train.py:927] (6/8) Epoch 4, batch 13850, giga_loss[loss=0.2875, simple_loss=0.3466, pruned_loss=0.1142, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02875, over 45.00 utterances.], tot_loss[loss=0.2876, simple_loss=0.3504, pruned_loss=0.1123, over 2474068.97 frames. utt_duration=449.4 frames, utt_pad_proportion=0.07436, over 22094.65 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3238, pruned_loss=0.08326, over 2466188.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.05097, over 7775.75 utterances.], giga_tot_loss[loss=0.289, simple_loss=0.3515, pruned_loss=0.1133, over 2474811.81 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07504, over 23353.77 utterances.], batch size: 45, lr: 6.83e-04
2022-08-22 07:38:18,729 INFO [train.py:927] (6/8) Epoch 4, batch 13900, giga_loss[loss=0.2221, simple_loss=0.3093, pruned_loss=0.06746, over 12443.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04592, over 34.00 utterances.], tot_loss[loss=0.2851, simple_loss=0.3492, pruned_loss=0.1106, over 2474371.71 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07746, over 22259.09 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3239, pruned_loss=0.08361, over 2466181.09 frames. utt_duration=1267 frames, utt_pad_proportion=0.05114, over 7795.27 utterances.], giga_tot_loss[loss=0.2866, simple_loss=0.3503, pruned_loss=0.1115, over 2475117.22 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07793, over 23493.44 utterances.], batch size: 34, lr: 6.83e-04
2022-08-22 07:40:04,355 INFO [train.py:927] (6/8) Epoch 4, batch 13950, giga_loss[loss=0.2267, simple_loss=0.3054, pruned_loss=0.07397, over 12353.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03335, over 104.00 utterances.], tot_loss[loss=0.2821, simple_loss=0.3473, pruned_loss=0.1085, over 2474321.29 frames. utt_duration=443.9 frames, utt_pad_proportion=0.07895, over 22369.69 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3239, pruned_loss=0.08387, over 2466186.13 frames. utt_duration=1265 frames, utt_pad_proportion=0.05124, over 7805.84 utterances.], giga_tot_loss[loss=0.284, simple_loss=0.3489, pruned_loss=0.1096, over 2475117.24 frames. utt_duration=419.7 frames, utt_pad_proportion=0.07946, over 23672.35 utterances.], batch size: 104, lr: 6.82e-04
2022-08-22 07:41:47,962 INFO [train.py:927] (6/8) Epoch 4, batch 14000, libri_loss[loss=0.2789, simple_loss=0.3353, pruned_loss=0.1112, over 12190.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005987, over 33.00 utterances.], tot_loss[loss=0.2791, simple_loss=0.3449, pruned_loss=0.1067, over 2474446.26 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07962, over 22297.78 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3239, pruned_loss=0.08416, over 2466045.80 frames. utt_duration=1271 frames, utt_pad_proportion=0.04992, over 7767.41 utterances.], giga_tot_loss[loss=0.2817, simple_loss=0.347, pruned_loss=0.1082, over 2475539.18 frames. utt_duration=414.3 frames, utt_pad_proportion=0.08067, over 23984.34 utterances.], batch size: 33, lr: 6.82e-04
2022-08-22 07:43:35,655 INFO [train.py:927] (6/8) Epoch 4, batch 14050, giga_loss[loss=0.2455, simple_loss=0.3234, pruned_loss=0.08381, over 12412.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02795, over 58.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3438, pruned_loss=0.1059, over 2474551.44 frames. utt_duration=444.5 frames, utt_pad_proportion=0.08018, over 22342.77 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3234, pruned_loss=0.0842, over 2466074.16 frames. utt_duration=1277 frames, utt_pad_proportion=0.04907, over 7736.46 utterances.], giga_tot_loss[loss=0.2807, simple_loss=0.3463, pruned_loss=0.1076, over 2475566.05 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08135, over 24008.94 utterances.], batch size: 58, lr: 6.82e-04
2022-08-22 07:45:26,914 INFO [train.py:927] (6/8) Epoch 4, batch 14100, giga_loss[loss=0.3132, simple_loss=0.3526, pruned_loss=0.1369, over 12349.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2092, over 371.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3427, pruned_loss=0.1037, over 2474755.77 frames. utt_duration=442.7 frames, utt_pad_proportion=0.08246, over 22432.57 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3241, pruned_loss=0.08496, over 2466353.26 frames. utt_duration=1274 frames, utt_pad_proportion=0.04891, over 7750.92 utterances.], giga_tot_loss[loss=0.2772, simple_loss=0.3446, pruned_loss=0.1049, over 2475536.74 frames. utt_duration=411.8 frames, utt_pad_proportion=0.08353, over 24132.47 utterances.], batch size: 371, lr: 6.82e-04
2022-08-22 07:47:14,878 INFO [train.py:927] (6/8) Epoch 4, batch 14150, giga_loss[loss=0.2375, simple_loss=0.3176, pruned_loss=0.07871, over 12279.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03585, over 28.00 utterances.], tot_loss[loss=0.2742, simple_loss=0.3431, pruned_loss=0.1027, over 2474573.54 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07841, over 21881.29 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.324, pruned_loss=0.08512, over 2466285.14 frames. utt_duration=1274 frames, utt_pad_proportion=0.04876, over 7750.75 utterances.], giga_tot_loss[loss=0.2761, simple_loss=0.3449, pruned_loss=0.1037, over 2475360.79 frames. utt_duration=424.4 frames, utt_pad_proportion=0.0797, over 23412.30 utterances.], batch size: 28, lr: 6.82e-04
2022-08-22 07:49:02,060 INFO [train.py:927] (6/8) Epoch 4, batch 14200, giga_loss[loss=0.324, simple_loss=0.3767, pruned_loss=0.1356, over 12393.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0636, over 183.00 utterances.], tot_loss[loss=0.2732, simple_loss=0.3417, pruned_loss=0.1024, over 2474593.47 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07733, over 21405.35 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3241, pruned_loss=0.08571, over 2466299.01 frames. utt_duration=1274 frames, utt_pad_proportion=0.04807, over 7755.23 utterances.], giga_tot_loss[loss=0.2751, simple_loss=0.3437, pruned_loss=0.1033, over 2475507.56 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07899, over 23111.91 utterances.], batch size: 183, lr: 6.82e-04
2022-08-22 07:50:47,464 INFO [train.py:927] (6/8) Epoch 4, batch 14250, giga_loss[loss=0.2404, simple_loss=0.3295, pruned_loss=0.07565, over 12369.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04452, over 26.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3415, pruned_loss=0.1026, over 2475086.65 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07707, over 21142.12 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3253, pruned_loss=0.08622, over 2466656.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.05642, over 7893.46 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3423, pruned_loss=0.1033, over 2475682.52 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07604, over 22673.45 utterances.], batch size: 26, lr: 6.81e-04
2022-08-22 07:52:34,111 INFO [train.py:927] (6/8) Epoch 4, batch 14300, giga_loss[loss=0.2468, simple_loss=0.3311, pruned_loss=0.08124, over 12426.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.03154, over 122.00 utterances.], tot_loss[loss=0.271, simple_loss=0.3401, pruned_loss=0.1009, over 2475803.87 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07273, over 20802.18 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3263, pruned_loss=0.08706, over 2467265.80 frames. utt_duration=1249 frames, utt_pad_proportion=0.0559, over 7909.66 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3404, pruned_loss=0.1011, over 2475966.22 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07253, over 22365.43 utterances.], batch size: 122, lr: 6.81e-04
2022-08-22 07:54:18,803 INFO [train.py:927] (6/8) Epoch 4, batch 14350, giga_loss[loss=0.2486, simple_loss=0.327, pruned_loss=0.08514, over 12351.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0421, over 113.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3386, pruned_loss=0.09909, over 2474819.53 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06725, over 19675.94 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.326, pruned_loss=0.08721, over 2467164.78 frames. utt_duration=1250 frames, utt_pad_proportion=0.05534, over 7903.44 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3392, pruned_loss=0.09932, over 2475172.71 frames. utt_duration=469.8 frames, utt_pad_proportion=0.06772, over 21141.44 utterances.], batch size: 113, lr: 6.81e-04
2022-08-22 07:56:04,295 INFO [train.py:927] (6/8) Epoch 4, batch 14400, giga_loss[loss=0.2373, simple_loss=0.3073, pruned_loss=0.08361, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.0252, over 45.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3361, pruned_loss=0.09839, over 2474248.83 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06803, over 19660.85 utterances.], libri_tot_loss[loss=0.2505, simple_loss=0.326, pruned_loss=0.0875, over 2467019.55 frames. utt_duration=1253 frames, utt_pad_proportion=0.05447, over 7887.47 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3369, pruned_loss=0.09852, over 2474789.89 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06874, over 21044.65 utterances.], batch size: 45, lr: 6.81e-04
2022-08-22 07:57:49,903 INFO [train.py:927] (6/8) Epoch 4, batch 14450, giga_loss[loss=0.316, simple_loss=0.365, pruned_loss=0.1336, over 12407.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06323, over 183.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3352, pruned_loss=0.09859, over 2474261.94 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06644, over 19934.42 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3259, pruned_loss=0.0878, over 2466978.45 frames. utt_duration=1255 frames, utt_pad_proportion=0.05386, over 7872.68 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3361, pruned_loss=0.09863, over 2474862.46 frames. utt_duration=466.1 frames, utt_pad_proportion=0.06736, over 21304.42 utterances.], batch size: 183, lr: 6.81e-04
2022-08-22 07:59:36,609 INFO [train.py:927] (6/8) Epoch 4, batch 14500, giga_loss[loss=0.3266, simple_loss=0.3652, pruned_loss=0.144, over 12370.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09894, over 256.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.336, pruned_loss=0.1004, over 2474630.68 frames. utt_duration=477.9 frames, utt_pad_proportion=0.06611, over 20776.81 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3258, pruned_loss=0.08781, over 2467110.52 frames. utt_duration=1260 frames, utt_pad_proportion=0.05287, over 7838.86 utterances.], giga_tot_loss[loss=0.2692, simple_loss=0.3369, pruned_loss=0.1007, over 2475189.64 frames. utt_duration=446.6 frames, utt_pad_proportion=0.06726, over 22239.50 utterances.], batch size: 256, lr: 6.80e-04
2022-08-22 08:01:22,213 INFO [train.py:927] (6/8) Epoch 4, batch 14550, giga_loss[loss=0.2249, simple_loss=0.3089, pruned_loss=0.07047, over 12217.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03251, over 42.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3393, pruned_loss=0.1012, over 2474234.66 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07124, over 21236.68 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3282, pruned_loss=0.08814, over 2467183.96 frames. utt_duration=1260 frames, utt_pad_proportion=0.0527, over 7842.67 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3379, pruned_loss=0.1012, over 2474639.08 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07196, over 22437.76 utterances.], batch size: 42, lr: 6.80e-04
2022-08-22 08:03:06,659 INFO [train.py:927] (6/8) Epoch 4, batch 14600, giga_loss[loss=0.2986, simple_loss=0.3584, pruned_loss=0.1194, over 12421.00 frames. utt_duration=375 frames, utt_pad_proportion=0.0384, over 133.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3375, pruned_loss=0.09959, over 2474250.47 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07038, over 20615.78 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.328, pruned_loss=0.08827, over 2467107.73 frames. utt_duration=1263 frames, utt_pad_proportion=0.05214, over 7821.14 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3368, pruned_loss=0.09968, over 2474712.72 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07126, over 21752.59 utterances.], batch size: 133, lr: 6.80e-04
2022-08-22 08:04:56,591 INFO [train.py:927] (6/8) Epoch 4, batch 14650, giga_loss[loss=0.3147, simple_loss=0.3564, pruned_loss=0.1365, over 12345.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1922, over 363.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3368, pruned_loss=0.09955, over 2474169.41 frames. utt_duration=478.8 frames, utt_pad_proportion=0.07337, over 20733.17 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3278, pruned_loss=0.08828, over 2467075.13 frames. utt_duration=1265 frames, utt_pad_proportion=0.05176, over 7811.93 utterances.], giga_tot_loss[loss=0.2679, simple_loss=0.3364, pruned_loss=0.09969, over 2474625.87 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07411, over 21746.10 utterances.], batch size: 363, lr: 6.80e-04
2022-08-22 08:06:41,237 INFO [train.py:927] (6/8) Epoch 4, batch 14700, giga_loss[loss=0.273, simple_loss=0.3406, pruned_loss=0.1026, over 12450.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.03895, over 114.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3379, pruned_loss=0.1019, over 2474585.18 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07273, over 21362.92 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3277, pruned_loss=0.08846, over 2467143.32 frames. utt_duration=1267 frames, utt_pad_proportion=0.05122, over 7795.78 utterances.], giga_tot_loss[loss=0.2709, simple_loss=0.3378, pruned_loss=0.102, over 2474976.10 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07357, over 22337.17 utterances.], batch size: 114, lr: 6.80e-04
2022-08-22 08:08:24,694 INFO [train.py:927] (6/8) Epoch 4, batch 14750, giga_loss[loss=0.2226, simple_loss=0.3028, pruned_loss=0.07116, over 12335.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03352, over 85.00 utterances.], tot_loss[loss=0.2694, simple_loss=0.3363, pruned_loss=0.1013, over 2473118.76 frames. utt_duration=487.6 frames, utt_pad_proportion=0.0724, over 20347.87 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3276, pruned_loss=0.08877, over 2466967.76 frames. utt_duration=1260 frames, utt_pad_proportion=0.0547, over 7841.17 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3367, pruned_loss=0.1014, over 2473802.78 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07231, over 21446.40 utterances.], batch size: 85, lr: 6.80e-04
2022-08-22 08:10:09,880 INFO [train.py:927] (6/8) Epoch 4, batch 14800, giga_loss[loss=0.2591, simple_loss=0.336, pruned_loss=0.09112, over 12438.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03922, over 40.00 utterances.], tot_loss[loss=0.2691, simple_loss=0.3364, pruned_loss=0.1009, over 2473417.47 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07428, over 20735.81 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3275, pruned_loss=0.08877, over 2466762.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.05409, over 7824.61 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3369, pruned_loss=0.1012, over 2474226.46 frames. utt_duration=455.8 frames, utt_pad_proportion=0.0744, over 21782.80 utterances.], batch size: 40, lr: 6.79e-04
2022-08-22 08:11:56,298 INFO [train.py:927] (6/8) Epoch 4, batch 14850, giga_loss[loss=0.2638, simple_loss=0.3316, pruned_loss=0.09797, over 12375.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05217, over 161.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3348, pruned_loss=0.09941, over 2473977.96 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07197, over 21040.70 utterances.], libri_tot_loss[loss=0.2526, simple_loss=0.3274, pruned_loss=0.08884, over 2466850.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.05352, over 7816.28 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3353, pruned_loss=0.09975, over 2474632.71 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07241, over 22042.39 utterances.], batch size: 161, lr: 6.79e-04
2022-08-22 08:13:40,917 INFO [train.py:927] (6/8) Epoch 4, batch 14900, giga_loss[loss=0.2909, simple_loss=0.3491, pruned_loss=0.1164, over 12357.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02901, over 91.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.3352, pruned_loss=0.1, over 2474083.67 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07416, over 21043.01 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3286, pruned_loss=0.08965, over 2466845.36 frames. utt_duration=1242 frames, utt_pad_proportion=0.0614, over 7952.25 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3348, pruned_loss=0.09979, over 2474785.17 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07219, over 22028.65 utterances.], batch size: 91, lr: 6.79e-04
2022-08-22 08:15:28,078 INFO [train.py:927] (6/8) Epoch 4, batch 14950, giga_loss[loss=0.2654, simple_loss=0.3518, pruned_loss=0.08952, over 12383.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02711, over 48.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3391, pruned_loss=0.1012, over 2474621.31 frames. utt_duration=474.7 frames, utt_pad_proportion=0.06993, over 20915.25 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3288, pruned_loss=0.08968, over 2467141.24 frames. utt_duration=1243 frames, utt_pad_proportion=0.06081, over 7948.29 utterances.], giga_tot_loss[loss=0.2706, simple_loss=0.3388, pruned_loss=0.1012, over 2475055.85 frames. utt_duration=453.2 frames, utt_pad_proportion=0.0688, over 21915.07 utterances.], batch size: 48, lr: 6.79e-04
2022-08-22 08:17:11,613 INFO [train.py:927] (6/8) Epoch 4, batch 15000, giga_loss[loss=0.2613, simple_loss=0.3384, pruned_loss=0.09216, over 12379.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.02707, over 58.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3407, pruned_loss=0.1008, over 2474571.24 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06782, over 20617.27 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3287, pruned_loss=0.08974, over 2467215.53 frames. utt_duration=1240 frames, utt_pad_proportion=0.06128, over 7965.85 utterances.], giga_tot_loss[loss=0.2711, simple_loss=0.3406, pruned_loss=0.1009, over 2474914.12 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06688, over 21491.87 utterances.], batch size: 58, lr: 6.79e-04
2022-08-22 08:17:11,613 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 08:17:25,349 INFO [train.py:967] (6/8) Epoch 4, validation: loss=0.2386, simple_loss=0.3754, pruned_loss=0.05089, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 08:19:08,866 INFO [train.py:927] (6/8) Epoch 4, batch 15050, giga_loss[loss=0.3701, simple_loss=0.3992, pruned_loss=0.1705, over 12359.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2754, simple_loss=0.3432, pruned_loss=0.1038, over 2474520.63 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07388, over 21435.36 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3289, pruned_loss=0.08991, over 2466756.15 frames. utt_duration=1251 frames, utt_pad_proportion=0.05962, over 7897.45 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.3434, pruned_loss=0.1041, over 2475478.28 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07345, over 22663.44 utterances.], batch size: 257, lr: 6.78e-04
2022-08-22 08:20:50,853 INFO [train.py:927] (6/8) Epoch 4, batch 15100, giga_loss[loss=0.2328, simple_loss=0.3061, pruned_loss=0.07979, over 12375.00 frames. utt_duration=620.3 frames, utt_pad_proportion=0.03386, over 80.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3413, pruned_loss=0.1033, over 2473986.99 frames. utt_duration=462 frames, utt_pad_proportion=0.07768, over 21487.38 utterances.], libri_tot_loss[loss=0.2543, simple_loss=0.3287, pruned_loss=0.08996, over 2466769.42 frames. utt_duration=1252 frames, utt_pad_proportion=0.05907, over 7890.64 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.342, pruned_loss=0.1039, over 2474944.55 frames. utt_duration=434.8 frames, utt_pad_proportion=0.0775, over 22844.29 utterances.], batch size: 80, lr: 6.78e-04
2022-08-22 08:22:33,208 INFO [train.py:927] (6/8) Epoch 4, batch 15150, giga_loss[loss=0.2372, simple_loss=0.3162, pruned_loss=0.07906, over 12447.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.03079, over 75.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3408, pruned_loss=0.1033, over 2474820.18 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07388, over 21690.98 utterances.], libri_tot_loss[loss=0.2546, simple_loss=0.3291, pruned_loss=0.09008, over 2466594.08 frames. utt_duration=1254 frames, utt_pad_proportion=0.05862, over 7876.76 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3412, pruned_loss=0.1037, over 2475804.16 frames. utt_duration=434 frames, utt_pad_proportion=0.07411, over 22894.44 utterances.], batch size: 75, lr: 6.78e-04
2022-08-22 08:24:15,880 INFO [train.py:927] (6/8) Epoch 4, batch 15200, giga_loss[loss=0.2831, simple_loss=0.3477, pruned_loss=0.1092, over 12415.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03775, over 123.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3398, pruned_loss=0.1029, over 2474345.79 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07245, over 20758.49 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3294, pruned_loss=0.09052, over 2466825.03 frames. utt_duration=1255 frames, utt_pad_proportion=0.05744, over 7874.21 utterances.], giga_tot_loss[loss=0.2734, simple_loss=0.3402, pruned_loss=0.1033, over 2475168.70 frames. utt_duration=448.6 frames, utt_pad_proportion=0.07325, over 22142.11 utterances.], batch size: 123, lr: 6.78e-04
2022-08-22 08:25:59,563 INFO [train.py:927] (6/8) Epoch 4, batch 15250, giga_loss[loss=0.329, simple_loss=0.3788, pruned_loss=0.1396, over 12399.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07278, over 212.00 utterances.], tot_loss[loss=0.2734, simple_loss=0.3393, pruned_loss=0.1037, over 2473718.88 frames. utt_duration=462 frames, utt_pad_proportion=0.07965, over 21487.27 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.3297, pruned_loss=0.09091, over 2466739.37 frames. utt_duration=1252 frames, utt_pad_proportion=0.0576, over 7891.04 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3395, pruned_loss=0.1038, over 2474532.99 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07995, over 22739.46 utterances.], batch size: 212, lr: 6.78e-04
2022-08-22 08:27:44,391 INFO [train.py:927] (6/8) Epoch 4, batch 15300, giga_loss[loss=0.3027, simple_loss=0.3463, pruned_loss=0.1295, over 12338.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2048, over 369.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3391, pruned_loss=0.1029, over 2472957.63 frames. utt_duration=482.5 frames, utt_pad_proportion=0.07993, over 20562.00 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3305, pruned_loss=0.09162, over 2466335.76 frames. utt_duration=1242 frames, utt_pad_proportion=0.06123, over 7952.52 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3386, pruned_loss=0.1026, over 2474145.43 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07908, over 21848.65 utterances.], batch size: 369, lr: 6.78e-04
2022-08-22 08:29:27,574 INFO [train.py:927] (6/8) Epoch 4, batch 15350, giga_loss[loss=0.2705, simple_loss=0.3425, pruned_loss=0.09932, over 12307.00 frames. utt_duration=966.8 frames, utt_pad_proportion=0.03613, over 51.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3408, pruned_loss=0.1041, over 2473282.32 frames. utt_duration=486.8 frames, utt_pad_proportion=0.0771, over 20384.91 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3312, pruned_loss=0.09209, over 2466367.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.06089, over 7981.70 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3401, pruned_loss=0.1037, over 2474355.85 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07689, over 21719.16 utterances.], batch size: 51, lr: 6.77e-04
2022-08-22 08:31:08,341 INFO [train.py:927] (6/8) Epoch 4, batch 15400, giga_loss[loss=0.2581, simple_loss=0.3398, pruned_loss=0.08822, over 12432.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.0322, over 80.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3409, pruned_loss=0.102, over 2473534.86 frames. utt_duration=490 frames, utt_pad_proportion=0.07439, over 20251.13 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3311, pruned_loss=0.09192, over 2466683.73 frames. utt_duration=1240 frames, utt_pad_proportion=0.06022, over 7966.01 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3406, pruned_loss=0.1021, over 2474201.45 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07466, over 21480.46 utterances.], batch size: 80, lr: 6.77e-04
2022-08-22 08:32:47,630 INFO [train.py:927] (6/8) Epoch 4, batch 15450, giga_loss[loss=0.2746, simple_loss=0.3533, pruned_loss=0.09797, over 12383.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.0398, over 113.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3419, pruned_loss=0.1016, over 2474390.52 frames. utt_duration=491 frames, utt_pad_proportion=0.07518, over 20217.62 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3307, pruned_loss=0.09188, over 2466918.92 frames. utt_duration=1246 frames, utt_pad_proportion=0.05887, over 7930.42 utterances.], giga_tot_loss[loss=0.2731, simple_loss=0.3422, pruned_loss=0.1019, over 2474903.81 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07593, over 21564.69 utterances.], batch size: 113, lr: 6.77e-04
2022-08-22 08:34:28,009 INFO [train.py:927] (6/8) Epoch 4, batch 15500, giga_loss[loss=0.2772, simple_loss=0.3439, pruned_loss=0.1052, over 12373.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.02872, over 58.00 utterances.], tot_loss[loss=0.2751, simple_loss=0.3434, pruned_loss=0.1035, over 2475500.70 frames. utt_duration=489.2 frames, utt_pad_proportion=0.07456, over 20303.98 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3306, pruned_loss=0.09195, over 2467190.57 frames. utt_duration=1247 frames, utt_pad_proportion=0.05834, over 7924.01 utterances.], giga_tot_loss[loss=0.2758, simple_loss=0.344, pruned_loss=0.1038, over 2475803.21 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07545, over 21602.63 utterances.], batch size: 58, lr: 6.77e-04
2022-08-22 08:36:14,122 INFO [train.py:927] (6/8) Epoch 4, batch 15550, giga_loss[loss=0.2757, simple_loss=0.3467, pruned_loss=0.1023, over 12393.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.0254, over 66.00 utterances.], tot_loss[loss=0.2755, simple_loss=0.3433, pruned_loss=0.1038, over 2475518.21 frames. utt_duration=478.3 frames, utt_pad_proportion=0.07625, over 20765.63 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.33, pruned_loss=0.09166, over 2467063.13 frames. utt_duration=1253 frames, utt_pad_proportion=0.05758, over 7885.82 utterances.], giga_tot_loss[loss=0.2769, simple_loss=0.3445, pruned_loss=0.1046, over 2476056.73 frames. utt_duration=450.2 frames, utt_pad_proportion=0.0772, over 22071.80 utterances.], batch size: 66, lr: 6.77e-04
2022-08-22 08:37:57,278 INFO [train.py:927] (6/8) Epoch 4, batch 15600, giga_loss[loss=0.2483, simple_loss=0.333, pruned_loss=0.08179, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03303, over 42.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3425, pruned_loss=0.1012, over 2475813.16 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07481, over 20120.00 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3301, pruned_loss=0.09177, over 2467328.86 frames. utt_duration=1254 frames, utt_pad_proportion=0.05712, over 7881.96 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3435, pruned_loss=0.1018, over 2476079.40 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07587, over 21260.91 utterances.], batch size: 42, lr: 6.76e-04
2022-08-22 08:39:40,344 INFO [train.py:927] (6/8) Epoch 4, batch 15650, libri_loss[loss=0.2408, simple_loss=0.3157, pruned_loss=0.08299, over 12373.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01068, over 38.00 utterances.], tot_loss[loss=0.2737, simple_loss=0.3429, pruned_loss=0.1022, over 2475669.71 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07987, over 20774.03 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3303, pruned_loss=0.09221, over 2467178.63 frames. utt_duration=1246 frames, utt_pad_proportion=0.05971, over 7927.24 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3439, pruned_loss=0.1026, over 2476237.53 frames. utt_duration=451.7 frames, utt_pad_proportion=0.0798, over 21999.45 utterances.], batch size: 38, lr: 6.76e-04
2022-08-22 08:41:24,735 INFO [train.py:927] (6/8) Epoch 4, batch 15700, giga_loss[loss=0.2884, simple_loss=0.3569, pruned_loss=0.11, over 12395.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0387, over 113.00 utterances.], tot_loss[loss=0.2729, simple_loss=0.3414, pruned_loss=0.1022, over 2475369.20 frames. utt_duration=464.1 frames, utt_pad_proportion=0.08475, over 21403.39 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3305, pruned_loss=0.09226, over 2467207.73 frames. utt_duration=1246 frames, utt_pad_proportion=0.05953, over 7930.61 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3421, pruned_loss=0.1024, over 2475823.73 frames. utt_duration=443.3 frames, utt_pad_proportion=0.08459, over 22414.82 utterances.], batch size: 113, lr: 6.76e-04
2022-08-22 08:43:08,016 INFO [train.py:927] (6/8) Epoch 4, batch 15750, giga_loss[loss=0.2769, simple_loss=0.3394, pruned_loss=0.1072, over 12400.00 frames. utt_duration=801.4 frames, utt_pad_proportion=0.0298, over 62.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.341, pruned_loss=0.1019, over 2474797.30 frames. utt_duration=456.7 frames, utt_pad_proportion=0.0854, over 21745.03 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3316, pruned_loss=0.09268, over 2467093.86 frames. utt_duration=1253 frames, utt_pad_proportion=0.05826, over 7887.17 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3407, pruned_loss=0.102, over 2475473.50 frames. utt_duration=432.7 frames, utt_pad_proportion=0.08586, over 22964.49 utterances.], batch size: 62, lr: 6.76e-04
2022-08-22 08:44:45,038 INFO [train.py:927] (6/8) Epoch 4, batch 15800, giga_loss[loss=0.2475, simple_loss=0.3221, pruned_loss=0.0865, over 12353.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03259, over 97.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3402, pruned_loss=0.1026, over 2474557.59 frames. utt_duration=456.5 frames, utt_pad_proportion=0.0846, over 21753.82 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3318, pruned_loss=0.09281, over 2467116.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.05737, over 7875.55 utterances.], giga_tot_loss[loss=0.2728, simple_loss=0.3401, pruned_loss=0.1028, over 2475201.78 frames. utt_duration=432.3 frames, utt_pad_proportion=0.08546, over 22980.48 utterances.], batch size: 97, lr: 6.76e-04
2022-08-22 08:46:23,467 INFO [train.py:927] (6/8) Epoch 4, batch 15850, giga_loss[loss=0.272, simple_loss=0.3468, pruned_loss=0.09861, over 12360.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.0365, over 122.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.337, pruned_loss=0.09898, over 2473888.43 frames. utt_duration=469.3 frames, utt_pad_proportion=0.07735, over 21154.44 utterances.], libri_tot_loss[loss=0.259, simple_loss=0.3319, pruned_loss=0.09301, over 2467502.27 frames. utt_duration=1251 frames, utt_pad_proportion=0.05647, over 7897.82 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3369, pruned_loss=0.09916, over 2474242.68 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07898, over 22479.99 utterances.], batch size: 122, lr: 6.76e-04
2022-08-22 08:48:09,928 INFO [train.py:927] (6/8) Epoch 4, batch 15900, giga_loss[loss=0.2441, simple_loss=0.311, pruned_loss=0.08859, over 12422.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03304, over 80.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3334, pruned_loss=0.09663, over 2473872.46 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07382, over 20860.92 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3309, pruned_loss=0.09267, over 2467340.65 frames. utt_duration=1258 frames, utt_pad_proportion=0.05553, over 7852.86 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3343, pruned_loss=0.0972, over 2474422.87 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07574, over 22254.30 utterances.], batch size: 80, lr: 6.75e-04
2022-08-22 08:49:54,760 INFO [train.py:927] (6/8) Epoch 4, batch 15950, giga_loss[loss=0.2947, simple_loss=0.3547, pruned_loss=0.1174, over 12390.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04114, over 133.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3311, pruned_loss=0.09642, over 2474494.40 frames. utt_duration=455.8 frames, utt_pad_proportion=0.08, over 21784.57 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.331, pruned_loss=0.09315, over 2467608.08 frames. utt_duration=1243 frames, utt_pad_proportion=0.05951, over 7951.28 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3318, pruned_loss=0.09658, over 2474949.08 frames. utt_duration=426.2 frames, utt_pad_proportion=0.08022, over 23305.89 utterances.], batch size: 133, lr: 6.75e-04
2022-08-22 08:51:35,284 INFO [train.py:927] (6/8) Epoch 4, batch 16000, giga_loss[loss=0.2678, simple_loss=0.3426, pruned_loss=0.09652, over 12441.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03181, over 80.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3325, pruned_loss=0.09703, over 2474582.58 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07738, over 21236.21 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.3312, pruned_loss=0.09347, over 2467669.70 frames. utt_duration=1235 frames, utt_pad_proportion=0.06279, over 8001.24 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3329, pruned_loss=0.09697, over 2475071.31 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07684, over 22769.77 utterances.], batch size: 80, lr: 6.75e-04
2022-08-22 08:53:17,219 INFO [train.py:927] (6/8) Epoch 4, batch 16050, giga_loss[loss=0.2356, simple_loss=0.3122, pruned_loss=0.0795, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02826, over 45.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3321, pruned_loss=0.0969, over 2474714.67 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07772, over 21010.66 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.331, pruned_loss=0.09329, over 2467799.01 frames. utt_duration=1240 frames, utt_pad_proportion=0.0613, over 7970.42 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3327, pruned_loss=0.09711, over 2475208.11 frames. utt_duration=438.1 frames, utt_pad_proportion=0.07783, over 22676.57 utterances.], batch size: 45, lr: 6.75e-04
2022-08-22 08:54:58,150 INFO [train.py:927] (6/8) Epoch 4, batch 16100, giga_loss[loss=0.2525, simple_loss=0.3275, pruned_loss=0.08877, over 12151.00 frames. utt_duration=1474 frames, utt_pad_proportion=0.03672, over 33.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3338, pruned_loss=0.0975, over 2473815.03 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07162, over 20442.96 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3313, pruned_loss=0.09326, over 2467667.48 frames. utt_duration=1243 frames, utt_pad_proportion=0.06061, over 7949.98 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3339, pruned_loss=0.09774, over 2474407.47 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07238, over 21945.95 utterances.], batch size: 33, lr: 6.75e-04
2022-08-22 08:56:42,635 INFO [train.py:927] (6/8) Epoch 4, batch 16150, giga_loss[loss=0.2495, simple_loss=0.3296, pruned_loss=0.0847, over 12369.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02584, over 70.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.337, pruned_loss=0.1002, over 2474241.63 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07008, over 21036.24 utterances.], libri_tot_loss[loss=0.2591, simple_loss=0.3315, pruned_loss=0.09341, over 2467670.16 frames. utt_duration=1244 frames, utt_pad_proportion=0.05962, over 7943.24 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3371, pruned_loss=0.1003, over 2474850.67 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07116, over 22530.92 utterances.], batch size: 70, lr: 6.74e-04
2022-08-22 08:58:31,617 INFO [train.py:927] (6/8) Epoch 4, batch 16200, giga_loss[loss=0.2465, simple_loss=0.3315, pruned_loss=0.08077, over 12302.00 frames. utt_duration=704.4 frames, utt_pad_proportion=0.03373, over 70.00 utterances.], tot_loss[loss=0.2726, simple_loss=0.3398, pruned_loss=0.1027, over 2474183.13 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07427, over 21469.76 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.332, pruned_loss=0.09384, over 2467784.18 frames. utt_duration=1235 frames, utt_pad_proportion=0.06235, over 8002.36 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3396, pruned_loss=0.1026, over 2474663.96 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07426, over 22836.99 utterances.], batch size: 70, lr: 6.74e-04
2022-08-22 09:00:17,680 INFO [train.py:927] (6/8) Epoch 4, batch 16250, giga_loss[loss=0.2457, simple_loss=0.312, pruned_loss=0.08971, over 12267.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02741, over 42.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3405, pruned_loss=0.1017, over 2474679.54 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07104, over 21569.66 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3322, pruned_loss=0.09404, over 2467944.48 frames. utt_duration=1238 frames, utt_pad_proportion=0.06142, over 7986.40 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3403, pruned_loss=0.1016, over 2475035.81 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07153, over 22895.03 utterances.], batch size: 42, lr: 6.74e-04
2022-08-22 09:02:02,348 INFO [train.py:927] (6/8) Epoch 4, batch 16300, giga_loss[loss=0.2542, simple_loss=0.3217, pruned_loss=0.09335, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03233, over 97.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3403, pruned_loss=0.1026, over 2473971.79 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07405, over 21810.83 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3326, pruned_loss=0.09445, over 2467817.13 frames. utt_duration=1227 frames, utt_pad_proportion=0.06504, over 8055.29 utterances.], giga_tot_loss[loss=0.2722, simple_loss=0.3398, pruned_loss=0.1022, over 2474437.80 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07335, over 22980.96 utterances.], batch size: 97, lr: 6.74e-04
2022-08-22 09:03:44,941 INFO [train.py:927] (6/8) Epoch 4, batch 16350, giga_loss[loss=0.252, simple_loss=0.3317, pruned_loss=0.0862, over 12002.00 frames. utt_duration=1922 frames, utt_pad_proportion=0.03816, over 25.00 utterances.], tot_loss[loss=0.2707, simple_loss=0.3382, pruned_loss=0.1016, over 2473399.65 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06936, over 20777.25 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3329, pruned_loss=0.09467, over 2467686.11 frames. utt_duration=1227 frames, utt_pad_proportion=0.06413, over 8053.34 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3378, pruned_loss=0.1013, over 2474072.53 frames. utt_duration=448.4 frames, utt_pad_proportion=0.06939, over 22144.32 utterances.], batch size: 25, lr: 6.74e-04
2022-08-22 09:05:27,709 INFO [train.py:927] (6/8) Epoch 4, batch 16400, giga_loss[loss=0.2406, simple_loss=0.3176, pruned_loss=0.08178, over 12340.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.03048, over 66.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3369, pruned_loss=0.1012, over 2473829.78 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07163, over 21174.50 utterances.], libri_tot_loss[loss=0.2614, simple_loss=0.333, pruned_loss=0.09486, over 2467785.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06387, over 8052.08 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3364, pruned_loss=0.1009, over 2474291.04 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07166, over 22308.16 utterances.], batch size: 66, lr: 6.74e-04
2022-08-22 09:07:09,499 INFO [train.py:927] (6/8) Epoch 4, batch 16450, giga_loss[loss=0.2337, simple_loss=0.3249, pruned_loss=0.07126, over 12334.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03487, over 62.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3361, pruned_loss=0.1007, over 2473720.94 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07402, over 20861.03 utterances.], libri_tot_loss[loss=0.2616, simple_loss=0.3331, pruned_loss=0.09501, over 2467875.23 frames. utt_duration=1233 frames, utt_pad_proportion=0.06226, over 8012.74 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3358, pruned_loss=0.1005, over 2474229.47 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07452, over 22224.38 utterances.], batch size: 62, lr: 6.73e-04
2022-08-22 09:08:54,023 INFO [train.py:927] (6/8) Epoch 4, batch 16500, giga_loss[loss=0.2519, simple_loss=0.3209, pruned_loss=0.09144, over 12437.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03752, over 105.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3365, pruned_loss=0.1014, over 2474156.89 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07377, over 20839.71 utterances.], libri_tot_loss[loss=0.2608, simple_loss=0.3323, pruned_loss=0.09463, over 2467997.56 frames. utt_duration=1236 frames, utt_pad_proportion=0.06142, over 7994.40 utterances.], giga_tot_loss[loss=0.2703, simple_loss=0.3371, pruned_loss=0.1017, over 2474620.30 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07455, over 22232.29 utterances.], batch size: 105, lr: 6.73e-04
2022-08-22 09:10:38,160 INFO [train.py:927] (6/8) Epoch 4, batch 16550, giga_loss[loss=0.3081, simple_loss=0.3485, pruned_loss=0.1339, over 12369.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2097, over 372.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3374, pruned_loss=0.1026, over 2473639.58 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07247, over 20873.52 utterances.], libri_tot_loss[loss=0.2611, simple_loss=0.3324, pruned_loss=0.09488, over 2468388.51 frames. utt_duration=1239 frames, utt_pad_proportion=0.06037, over 7980.76 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3378, pruned_loss=0.1028, over 2473804.92 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07356, over 22274.55 utterances.], batch size: 372, lr: 6.73e-04
2022-08-22 09:12:21,430 INFO [train.py:927] (6/8) Epoch 4, batch 16600, giga_loss[loss=0.2755, simple_loss=0.341, pruned_loss=0.1051, over 12377.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05253, over 161.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3368, pruned_loss=0.1019, over 2473382.60 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07336, over 20597.15 utterances.], libri_tot_loss[loss=0.2607, simple_loss=0.3318, pruned_loss=0.09481, over 2468039.57 frames. utt_duration=1241 frames, utt_pad_proportion=0.05993, over 7967.56 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3378, pruned_loss=0.1023, over 2473993.90 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07446, over 22080.38 utterances.], batch size: 161, lr: 6.73e-04
2022-08-22 09:14:05,562 INFO [train.py:927] (6/8) Epoch 4, batch 16650, giga_loss[loss=0.2956, simple_loss=0.3573, pruned_loss=0.1169, over 12374.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04226, over 133.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3366, pruned_loss=0.1017, over 2473999.00 frames. utt_duration=496.1 frames, utt_pad_proportion=0.06837, over 20007.86 utterances.], libri_tot_loss[loss=0.2602, simple_loss=0.3312, pruned_loss=0.0946, over 2468103.09 frames. utt_duration=1244 frames, utt_pad_proportion=0.05904, over 7948.04 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3382, pruned_loss=0.1025, over 2474628.68 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07005, over 21679.12 utterances.], batch size: 133, lr: 6.73e-04
2022-08-22 09:15:47,808 INFO [train.py:927] (6/8) Epoch 4, batch 16700, giga_loss[loss=0.2713, simple_loss=0.3445, pruned_loss=0.09905, over 12346.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03244, over 51.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3377, pruned_loss=0.1025, over 2474298.46 frames. utt_duration=483.6 frames, utt_pad_proportion=0.06872, over 20528.38 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3306, pruned_loss=0.09426, over 2468119.21 frames. utt_duration=1246 frames, utt_pad_proportion=0.05835, over 7931.71 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3396, pruned_loss=0.1037, over 2474972.48 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07033, over 22212.28 utterances.], batch size: 51, lr: 6.73e-04
2022-08-22 09:17:31,931 INFO [train.py:927] (6/8) Epoch 4, batch 16750, giga_loss[loss=0.2597, simple_loss=0.336, pruned_loss=0.09172, over 12350.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03243, over 97.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3388, pruned_loss=0.1022, over 2474488.89 frames. utt_duration=477.5 frames, utt_pad_proportion=0.0725, over 20790.55 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3305, pruned_loss=0.09438, over 2467988.82 frames. utt_duration=1240 frames, utt_pad_proportion=0.06104, over 7971.92 utterances.], giga_tot_loss[loss=0.2736, simple_loss=0.3408, pruned_loss=0.1033, over 2475361.57 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07279, over 22516.33 utterances.], batch size: 97, lr: 6.72e-04
2022-08-22 09:19:13,869 INFO [train.py:927] (6/8) Epoch 4, batch 16800, giga_loss[loss=0.2383, simple_loss=0.3101, pruned_loss=0.08332, over 12391.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04493, over 146.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3373, pruned_loss=0.1014, over 2473909.73 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07621, over 21126.29 utterances.], libri_tot_loss[loss=0.2592, simple_loss=0.3301, pruned_loss=0.09417, over 2467901.56 frames. utt_duration=1243 frames, utt_pad_proportion=0.06065, over 7952.26 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3393, pruned_loss=0.1025, over 2474730.91 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07636, over 22618.09 utterances.], batch size: 146, lr: 6.72e-04
2022-08-22 09:20:55,026 INFO [train.py:927] (6/8) Epoch 4, batch 16850, giga_loss[loss=0.2702, simple_loss=0.3416, pruned_loss=0.09938, over 12392.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04787, over 161.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3393, pruned_loss=0.1024, over 2473998.64 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07487, over 21308.39 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3308, pruned_loss=0.09446, over 2468072.88 frames. utt_duration=1247 frames, utt_pad_proportion=0.05906, over 7928.42 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3405, pruned_loss=0.1032, over 2474679.73 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07572, over 22948.57 utterances.], batch size: 161, lr: 6.72e-04
2022-08-22 09:22:42,098 INFO [train.py:927] (6/8) Epoch 4, batch 16900, giga_loss[loss=0.2766, simple_loss=0.344, pruned_loss=0.1046, over 12234.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03022, over 42.00 utterances.], tot_loss[loss=0.272, simple_loss=0.339, pruned_loss=0.1025, over 2474913.92 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07257, over 20716.68 utterances.], libri_tot_loss[loss=0.2599, simple_loss=0.3307, pruned_loss=0.09456, over 2468286.89 frames. utt_duration=1248 frames, utt_pad_proportion=0.0585, over 7921.87 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3403, pruned_loss=0.1032, over 2475377.47 frames. utt_duration=446.1 frames, utt_pad_proportion=0.0737, over 22271.24 utterances.], batch size: 42, lr: 6.72e-04
2022-08-22 09:24:23,204 INFO [train.py:927] (6/8) Epoch 4, batch 16950, libri_loss[loss=0.2753, simple_loss=0.3245, pruned_loss=0.113, over 12297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.004932, over 32.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3395, pruned_loss=0.1029, over 2474821.01 frames. utt_duration=482.7 frames, utt_pad_proportion=0.07217, over 20572.07 utterances.], libri_tot_loss[loss=0.2598, simple_loss=0.3306, pruned_loss=0.09448, over 2468216.72 frames. utt_duration=1248 frames, utt_pad_proportion=0.05784, over 7917.97 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3409, pruned_loss=0.1038, over 2475438.17 frames. utt_duration=447 frames, utt_pad_proportion=0.07349, over 22226.47 utterances.], batch size: 32, lr: 6.72e-04
2022-08-22 09:26:03,842 INFO [train.py:927] (6/8) Epoch 4, batch 17000, giga_loss[loss=0.3249, simple_loss=0.3567, pruned_loss=0.1465, over 12347.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2052, over 369.00 utterances.], tot_loss[loss=0.2727, simple_loss=0.3395, pruned_loss=0.1029, over 2474527.94 frames. utt_duration=478.7 frames, utt_pad_proportion=0.0757, over 20741.28 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3307, pruned_loss=0.09469, over 2468170.09 frames. utt_duration=1235 frames, utt_pad_proportion=0.06171, over 8001.17 utterances.], giga_tot_loss[loss=0.2741, simple_loss=0.3407, pruned_loss=0.1037, over 2475258.99 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07551, over 22339.07 utterances.], batch size: 369, lr: 6.71e-04
2022-08-22 09:27:48,590 INFO [train.py:927] (6/8) Epoch 4, batch 17050, libri_loss[loss=0.2728, simple_loss=0.3314, pruned_loss=0.1071, over 12297.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005674, over 35.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3387, pruned_loss=0.1023, over 2475229.17 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07532, over 20901.42 utterances.], libri_tot_loss[loss=0.2595, simple_loss=0.33, pruned_loss=0.09451, over 2467982.09 frames. utt_duration=1239 frames, utt_pad_proportion=0.06066, over 7975.54 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3405, pruned_loss=0.1032, over 2476145.73 frames. utt_duration=441 frames, utt_pad_proportion=0.07561, over 22532.52 utterances.], batch size: 35, lr: 6.71e-04
2022-08-22 09:29:32,569 INFO [train.py:927] (6/8) Epoch 4, batch 17100, giga_loss[loss=0.2687, simple_loss=0.3342, pruned_loss=0.1016, over 12395.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3368, pruned_loss=0.1005, over 2475036.97 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07102, over 19965.46 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3307, pruned_loss=0.09501, over 2468021.36 frames. utt_duration=1229 frames, utt_pad_proportion=0.06407, over 8039.24 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3377, pruned_loss=0.101, over 2475879.45 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07063, over 21487.58 utterances.], batch size: 133, lr: 6.71e-04
2022-08-22 09:31:15,877 INFO [train.py:927] (6/8) Epoch 4, batch 17150, giga_loss[loss=0.2451, simple_loss=0.3157, pruned_loss=0.08724, over 12410.00 frames. utt_duration=578.4 frames, utt_pad_proportion=0.03917, over 86.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3362, pruned_loss=0.1007, over 2474561.64 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07719, over 20733.22 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3308, pruned_loss=0.09495, over 2467945.25 frames. utt_duration=1231 frames, utt_pad_proportion=0.06389, over 8027.04 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3368, pruned_loss=0.1011, over 2475321.52 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07665, over 21996.55 utterances.], batch size: 86, lr: 6.71e-04
2022-08-22 09:32:59,254 INFO [train.py:927] (6/8) Epoch 4, batch 17200, giga_loss[loss=0.2704, simple_loss=0.3362, pruned_loss=0.1023, over 12355.00 frames. utt_duration=544.6 frames, utt_pad_proportion=0.02923, over 91.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3322, pruned_loss=0.09876, over 2474777.87 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07168, over 20165.40 utterances.], libri_tot_loss[loss=0.2603, simple_loss=0.3307, pruned_loss=0.09499, over 2468064.35 frames. utt_duration=1232 frames, utt_pad_proportion=0.06327, over 8022.71 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3329, pruned_loss=0.09919, over 2475424.81 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07181, over 21445.38 utterances.], batch size: 91, lr: 6.71e-04
2022-08-22 09:34:44,700 INFO [train.py:927] (6/8) Epoch 4, batch 17250, giga_loss[loss=0.2558, simple_loss=0.3235, pruned_loss=0.0941, over 12366.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1904, over 363.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3313, pruned_loss=0.09802, over 2475018.30 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07677, over 21315.54 utterances.], libri_tot_loss[loss=0.2602, simple_loss=0.3305, pruned_loss=0.09489, over 2468047.13 frames. utt_duration=1233 frames, utt_pad_proportion=0.06292, over 8017.45 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3321, pruned_loss=0.09847, over 2475601.79 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07675, over 22434.18 utterances.], batch size: 363, lr: 6.71e-04
2022-08-22 09:36:25,918 INFO [train.py:927] (6/8) Epoch 4, batch 17300, giga_loss[loss=0.2674, simple_loss=0.3326, pruned_loss=0.1011, over 12396.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.1, over 257.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3299, pruned_loss=0.095, over 2475293.10 frames. utt_duration=446 frames, utt_pad_proportion=0.07731, over 22275.70 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3303, pruned_loss=0.095, over 2468137.06 frames. utt_duration=1238 frames, utt_pad_proportion=0.06192, over 7986.19 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3307, pruned_loss=0.09535, over 2475846.55 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07766, over 23486.80 utterances.], batch size: 257, lr: 6.70e-04
2022-08-22 09:38:10,998 INFO [train.py:927] (6/8) Epoch 4, batch 17350, giga_loss[loss=0.2374, simple_loss=0.3138, pruned_loss=0.08051, over 12409.00 frames. utt_duration=307.8 frames, utt_pad_proportion=0.05292, over 162.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3273, pruned_loss=0.0914, over 2475989.99 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07862, over 23404.45 utterances.], libri_tot_loss[loss=0.26, simple_loss=0.3302, pruned_loss=0.09492, over 2468156.29 frames. utt_duration=1240 frames, utt_pad_proportion=0.06145, over 7974.37 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.328, pruned_loss=0.09172, over 2476471.12 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07899, over 24490.36 utterances.], batch size: 162, lr: 6.70e-04
2022-08-22 09:39:52,363 INFO [train.py:927] (6/8) Epoch 4, batch 17400, giga_loss[loss=0.2201, simple_loss=0.3068, pruned_loss=0.06667, over 12381.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04969, over 161.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.325, pruned_loss=0.08768, over 2476594.48 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07506, over 23233.58 utterances.], libri_tot_loss[loss=0.2601, simple_loss=0.3303, pruned_loss=0.09493, over 2468529.37 frames. utt_duration=1245 frames, utt_pad_proportion=0.05991, over 7937.77 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3254, pruned_loss=0.08775, over 2476907.75 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07611, over 24647.58 utterances.], batch size: 161, lr: 6.70e-04
2022-08-22 09:41:35,431 INFO [train.py:927] (6/8) Epoch 4, batch 17450, libri_loss[loss=0.2867, simple_loss=0.3566, pruned_loss=0.1084, over 12463.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00866, over 39.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.324, pruned_loss=0.08624, over 2476495.19 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07603, over 23354.20 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3305, pruned_loss=0.09513, over 2468893.75 frames. utt_duration=1249 frames, utt_pad_proportion=0.05829, over 7918.25 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3239, pruned_loss=0.08584, over 2476665.95 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07746, over 24997.44 utterances.], batch size: 39, lr: 6.70e-04
2022-08-22 09:43:17,867 INFO [train.py:927] (6/8) Epoch 4, batch 17500, giga_loss[loss=0.2274, simple_loss=0.3162, pruned_loss=0.06934, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03697, over 113.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3208, pruned_loss=0.08358, over 2476194.13 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07547, over 23187.03 utterances.], libri_tot_loss[loss=0.2604, simple_loss=0.3304, pruned_loss=0.09524, over 2468512.43 frames. utt_duration=1242 frames, utt_pad_proportion=0.06094, over 7961.30 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3206, pruned_loss=0.08288, over 2476877.02 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07604, over 24884.66 utterances.], batch size: 113, lr: 6.70e-04
2022-08-22 09:45:05,421 INFO [train.py:927] (6/8) Epoch 4, batch 17550, giga_loss[loss=0.2011, simple_loss=0.2893, pruned_loss=0.05648, over 12118.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.0447, over 33.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3192, pruned_loss=0.0822, over 2475386.40 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07606, over 23035.50 utterances.], libri_tot_loss[loss=0.2609, simple_loss=0.3307, pruned_loss=0.09561, over 2468486.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.06091, over 7966.81 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3187, pruned_loss=0.08114, over 2476075.35 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07659, over 24639.90 utterances.], batch size: 33, lr: 6.70e-04
2022-08-22 09:46:45,562 INFO [train.py:927] (6/8) Epoch 4, batch 17600, giga_loss[loss=0.2121, simple_loss=0.3004, pruned_loss=0.06189, over 12392.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.0342, over 122.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3192, pruned_loss=0.08145, over 2474919.83 frames. utt_duration=438 frames, utt_pad_proportion=0.07388, over 22679.39 utterances.], libri_tot_loss[loss=0.2621, simple_loss=0.332, pruned_loss=0.09614, over 2468056.85 frames. utt_duration=1248 frames, utt_pad_proportion=0.06011, over 7922.73 utterances.], giga_tot_loss[loss=0.2382, simple_loss=0.3172, pruned_loss=0.07961, over 2476156.92 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07482, over 24629.56 utterances.], batch size: 122, lr: 6.69e-04
2022-08-22 09:48:29,671 INFO [train.py:927] (6/8) Epoch 4, batch 17650, giga_loss[loss=0.2195, simple_loss=0.2969, pruned_loss=0.07099, over 12423.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03151, over 80.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3151, pruned_loss=0.07884, over 2475261.05 frames. utt_duration=424.3 frames, utt_pad_proportion=0.07476, over 23415.92 utterances.], libri_tot_loss[loss=0.2623, simple_loss=0.332, pruned_loss=0.09628, over 2467980.43 frames. utt_duration=1242 frames, utt_pad_proportion=0.06348, over 7960.71 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3131, pruned_loss=0.0768, over 2476517.33 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07457, over 25360.40 utterances.], batch size: 80, lr: 6.69e-04
2022-08-22 09:50:12,639 INFO [train.py:927] (6/8) Epoch 4, batch 17700, giga_loss[loss=0.2621, simple_loss=0.322, pruned_loss=0.1011, over 12399.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1033, over 258.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3133, pruned_loss=0.07805, over 2475311.11 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07306, over 22920.23 utterances.], libri_tot_loss[loss=0.2623, simple_loss=0.3319, pruned_loss=0.0963, over 2468210.31 frames. utt_duration=1241 frames, utt_pad_proportion=0.06229, over 7967.22 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3111, pruned_loss=0.07575, over 2476396.32 frames. utt_duration=397.4 frames, utt_pad_proportion=0.07347, over 25017.72 utterances.], batch size: 258, lr: 6.69e-04
2022-08-22 09:52:10,021 INFO [train.py:927] (6/8) Epoch 4, batch 17750, giga_loss[loss=0.261, simple_loss=0.3361, pruned_loss=0.09292, over 12396.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07033, over 212.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3147, pruned_loss=0.07814, over 2475906.94 frames. utt_duration=419 frames, utt_pad_proportion=0.07709, over 23718.91 utterances.], libri_tot_loss[loss=0.2626, simple_loss=0.3322, pruned_loss=0.09654, over 2468534.44 frames. utt_duration=1226 frames, utt_pad_proportion=0.06597, over 8061.15 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3124, pruned_loss=0.07575, over 2476617.11 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07617, over 25582.49 utterances.], batch size: 212, lr: 6.69e-04
2022-08-22 09:54:08,639 INFO [train.py:927] (6/8) Epoch 4, batch 17800, giga_loss[loss=0.2275, simple_loss=0.3136, pruned_loss=0.07068, over 12376.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3151, pruned_loss=0.07787, over 2476252.95 frames. utt_duration=423 frames, utt_pad_proportion=0.07436, over 23494.88 utterances.], libri_tot_loss[loss=0.2622, simple_loss=0.3318, pruned_loss=0.09634, over 2468606.60 frames. utt_duration=1230 frames, utt_pad_proportion=0.0646, over 8034.60 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.313, pruned_loss=0.07552, over 2477015.27 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07426, over 25519.97 utterances.], batch size: 104, lr: 6.69e-04
2022-08-22 09:56:12,516 INFO [train.py:927] (6/8) Epoch 4, batch 17850, giga_loss[loss=0.2215, simple_loss=0.3096, pruned_loss=0.06676, over 12382.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03055, over 58.00 utterances.], tot_loss[loss=0.2324, simple_loss=0.3128, pruned_loss=0.07599, over 2476781.77 frames. utt_duration=400 frames, utt_pad_proportion=0.07635, over 24849.46 utterances.], libri_tot_loss[loss=0.2622, simple_loss=0.3318, pruned_loss=0.09632, over 2468685.83 frames. utt_duration=1229 frames, utt_pad_proportion=0.06435, over 8041.28 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.311, pruned_loss=0.07401, over 2477379.47 frames. utt_duration=374.4 frames, utt_pad_proportion=0.07625, over 26565.87 utterances.], batch size: 58, lr: 6.69e-04
2022-08-22 09:58:21,019 INFO [train.py:927] (6/8) Epoch 4, batch 17900, giga_loss[loss=0.2435, simple_loss=0.3224, pruned_loss=0.08228, over 12408.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0442, over 146.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3093, pruned_loss=0.07404, over 2476766.08 frames. utt_duration=400 frames, utt_pad_proportion=0.07325, over 24847.51 utterances.], libri_tot_loss[loss=0.2622, simple_loss=0.3318, pruned_loss=0.09629, over 2468425.27 frames. utt_duration=1231 frames, utt_pad_proportion=0.06387, over 8027.91 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3078, pruned_loss=0.07232, over 2477544.76 frames. utt_duration=377.2 frames, utt_pad_proportion=0.0735, over 26361.41 utterances.], batch size: 146, lr: 6.68e-04
2022-08-22 10:00:16,809 INFO [train.py:927] (6/8) Epoch 4, batch 17950, giga_loss[loss=0.2318, simple_loss=0.3128, pruned_loss=0.07536, over 12434.00 frames. utt_duration=547.6 frames, utt_pad_proportion=0.02388, over 91.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3102, pruned_loss=0.07438, over 2476502.91 frames. utt_duration=414.8 frames, utt_pad_proportion=0.06957, over 23958.00 utterances.], libri_tot_loss[loss=0.2633, simple_loss=0.3332, pruned_loss=0.09667, over 2468404.04 frames. utt_duration=1239 frames, utt_pad_proportion=0.06178, over 7978.49 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3069, pruned_loss=0.07176, over 2477485.25 frames. utt_duration=383.9 frames, utt_pad_proportion=0.0707, over 25902.89 utterances.], batch size: 91, lr: 6.68e-04
2022-08-22 10:02:20,339 INFO [train.py:927] (6/8) Epoch 4, batch 18000, giga_loss[loss=0.2585, simple_loss=0.3398, pruned_loss=0.08858, over 12371.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03664, over 113.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.07451, over 2477075.60 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06473, over 23465.05 utterances.], libri_tot_loss[loss=0.263, simple_loss=0.3329, pruned_loss=0.09649, over 2468550.55 frames. utt_duration=1239 frames, utt_pad_proportion=0.06109, over 7978.97 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3089, pruned_loss=0.07218, over 2477885.01 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06619, over 25299.22 utterances.], batch size: 113, lr: 6.68e-04
2022-08-22 10:02:20,340 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 10:02:33,915 INFO [train.py:967] (6/8) Epoch 4, validation: loss=0.1953, simple_loss=0.3028, pruned_loss=0.04384, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 10:04:42,627 INFO [train.py:927] (6/8) Epoch 4, batch 18050, giga_loss[loss=0.1794, simple_loss=0.2696, pruned_loss=0.04463, over 12375.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.0261, over 48.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3093, pruned_loss=0.07369, over 2477561.59 frames. utt_duration=408.1 frames, utt_pad_proportion=0.0671, over 24360.93 utterances.], libri_tot_loss[loss=0.262, simple_loss=0.332, pruned_loss=0.09604, over 2468504.30 frames. utt_duration=1246 frames, utt_pad_proportion=0.06015, over 7932.91 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3074, pruned_loss=0.07174, over 2478458.86 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06835, over 26237.89 utterances.], batch size: 48, lr: 6.68e-04
2022-08-22 10:06:40,570 INFO [train.py:927] (6/8) Epoch 4, batch 18100, giga_loss[loss=0.279, simple_loss=0.3462, pruned_loss=0.1059, over 12403.00 frames. utt_duration=195.7 frames, utt_pad_proportion=0.09395, over 255.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3119, pruned_loss=0.07427, over 2477544.17 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06797, over 24389.89 utterances.], libri_tot_loss[loss=0.2619, simple_loss=0.3316, pruned_loss=0.09605, over 2468415.87 frames. utt_duration=1240 frames, utt_pad_proportion=0.06295, over 7971.27 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.31, pruned_loss=0.07198, over 2478628.10 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06824, over 26393.59 utterances.], batch size: 255, lr: 6.68e-04
2022-08-22 10:08:41,616 INFO [train.py:927] (6/8) Epoch 4, batch 18150, giga_loss[loss=0.2167, simple_loss=0.3121, pruned_loss=0.06063, over 12418.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03869, over 133.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3129, pruned_loss=0.07316, over 2477277.92 frames. utt_duration=400.3 frames, utt_pad_proportion=0.0667, over 24829.37 utterances.], libri_tot_loss[loss=0.2618, simple_loss=0.3314, pruned_loss=0.09606, over 2468069.27 frames. utt_duration=1244 frames, utt_pad_proportion=0.06182, over 7945.16 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3112, pruned_loss=0.07087, over 2478646.53 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06731, over 26805.14 utterances.], batch size: 133, lr: 6.67e-04
2022-08-22 10:10:48,761 INFO [train.py:927] (6/8) Epoch 4, batch 18200, giga_loss[loss=0.186, simple_loss=0.2758, pruned_loss=0.0481, over 12432.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03936, over 37.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3121, pruned_loss=0.07264, over 2477694.94 frames. utt_duration=387.3 frames, utt_pad_proportion=0.07264, over 25667.61 utterances.], libri_tot_loss[loss=0.2619, simple_loss=0.3317, pruned_loss=0.09601, over 2468037.41 frames. utt_duration=1230 frames, utt_pad_proportion=0.06666, over 8037.08 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3101, pruned_loss=0.07044, over 2479001.22 frames. utt_duration=362 frames, utt_pad_proportion=0.07157, over 27485.33 utterances.], batch size: 37, lr: 6.67e-04
2022-08-22 10:13:11,704 INFO [train.py:927] (6/8) Epoch 4, batch 18250, giga_loss[loss=0.2379, simple_loss=0.3229, pruned_loss=0.0764, over 12443.00 frames. utt_duration=665 frames, utt_pad_proportion=0.02355, over 75.00 utterances.], tot_loss[loss=0.2287, simple_loss=0.3116, pruned_loss=0.07286, over 2477997.68 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06882, over 24820.33 utterances.], libri_tot_loss[loss=0.2615, simple_loss=0.3312, pruned_loss=0.09589, over 2468183.30 frames. utt_duration=1235 frames, utt_pad_proportion=0.06544, over 8006.49 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3101, pruned_loss=0.07071, over 2479103.70 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06854, over 26680.10 utterances.], batch size: 75, lr: 6.67e-04
2022-08-22 10:15:19,390 INFO [train.py:927] (6/8) Epoch 4, batch 18300, giga_loss[loss=0.1849, simple_loss=0.2787, pruned_loss=0.04556, over 12323.00 frames. utt_duration=705.2 frames, utt_pad_proportion=0.02859, over 70.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.309, pruned_loss=0.07203, over 2478230.78 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06828, over 25095.51 utterances.], libri_tot_loss[loss=0.262, simple_loss=0.3315, pruned_loss=0.09627, over 2468492.98 frames. utt_duration=1220 frames, utt_pad_proportion=0.06926, over 8104.52 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3072, pruned_loss=0.06969, over 2478961.50 frames. utt_duration=372.5 frames, utt_pad_proportion=0.06711, over 26704.44 utterances.], batch size: 70, lr: 6.67e-04
2022-08-22 10:17:31,410 INFO [train.py:927] (6/8) Epoch 4, batch 18350, giga_loss[loss=0.248, simple_loss=0.3333, pruned_loss=0.08136, over 12456.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.04816, over 162.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3084, pruned_loss=0.0719, over 2478620.20 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06437, over 24410.42 utterances.], libri_tot_loss[loss=0.2622, simple_loss=0.3319, pruned_loss=0.09631, over 2468692.51 frames. utt_duration=1223 frames, utt_pad_proportion=0.06816, over 8085.59 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3063, pruned_loss=0.06959, over 2479210.95 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06392, over 26004.71 utterances.], batch size: 162, lr: 6.67e-04
2022-08-22 10:19:31,790 INFO [train.py:927] (6/8) Epoch 4, batch 18400, giga_loss[loss=0.2423, simple_loss=0.3165, pruned_loss=0.08403, over 12387.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.04745, over 161.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3096, pruned_loss=0.073, over 2478740.57 frames. utt_duration=400.8 frames, utt_pad_proportion=0.06677, over 24809.68 utterances.], libri_tot_loss[loss=0.2619, simple_loss=0.3316, pruned_loss=0.09609, over 2468745.64 frames. utt_duration=1217 frames, utt_pad_proportion=0.06816, over 8124.82 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3076, pruned_loss=0.07068, over 2479439.10 frames. utt_duration=375.3 frames, utt_pad_proportion=0.06628, over 26508.24 utterances.], batch size: 161, lr: 6.67e-04
2022-08-22 10:21:33,722 INFO [train.py:927] (6/8) Epoch 4, batch 18450, giga_loss[loss=0.2276, simple_loss=0.3061, pruned_loss=0.07455, over 12384.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02516, over 48.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3092, pruned_loss=0.0737, over 2478215.28 frames. utt_duration=406.3 frames, utt_pad_proportion=0.067, over 24469.32 utterances.], libri_tot_loss[loss=0.2617, simple_loss=0.3313, pruned_loss=0.09606, over 2468763.51 frames. utt_duration=1216 frames, utt_pad_proportion=0.06807, over 8129.52 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3074, pruned_loss=0.07147, over 2478928.93 frames. utt_duration=381 frames, utt_pad_proportion=0.0666, over 26107.43 utterances.], batch size: 48, lr: 6.66e-04
2022-08-22 10:23:43,994 INFO [train.py:927] (6/8) Epoch 4, batch 18500, giga_loss[loss=0.2036, simple_loss=0.3057, pruned_loss=0.05078, over 12328.00 frames. utt_duration=705.6 frames, utt_pad_proportion=0.02814, over 70.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3107, pruned_loss=0.07366, over 2478385.45 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06545, over 24091.86 utterances.], libri_tot_loss[loss=0.2617, simple_loss=0.3312, pruned_loss=0.09609, over 2468822.17 frames. utt_duration=1213 frames, utt_pad_proportion=0.06768, over 8149.44 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3087, pruned_loss=0.07128, over 2479151.38 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06531, over 25802.40 utterances.], batch size: 70, lr: 6.66e-04
2022-08-22 10:26:02,149 INFO [train.py:927] (6/8) Epoch 4, batch 18550, giga_loss[loss=0.2191, simple_loss=0.2939, pruned_loss=0.07217, over 12357.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02938, over 91.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3093, pruned_loss=0.07287, over 2477859.38 frames. utt_duration=412.6 frames, utt_pad_proportion=0.06962, over 24091.65 utterances.], libri_tot_loss[loss=0.2618, simple_loss=0.3312, pruned_loss=0.09616, over 2468654.66 frames. utt_duration=1203 frames, utt_pad_proportion=0.07088, over 8219.67 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3072, pruned_loss=0.0703, over 2478882.75 frames. utt_duration=385 frames, utt_pad_proportion=0.06829, over 25833.12 utterances.], batch size: 91, lr: 6.66e-04
2022-08-22 10:28:05,202 INFO [train.py:927] (6/8) Epoch 4, batch 18600, giga_loss[loss=0.2285, simple_loss=0.3069, pruned_loss=0.07509, over 12414.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.02877, over 122.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3042, pruned_loss=0.07111, over 2477920.65 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06732, over 24156.95 utterances.], libri_tot_loss[loss=0.2614, simple_loss=0.3309, pruned_loss=0.0959, over 2468825.13 frames. utt_duration=1204 frames, utt_pad_proportion=0.07032, over 8210.32 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3025, pruned_loss=0.06899, over 2478697.12 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06655, over 25760.93 utterances.], batch size: 122, lr: 6.66e-04
2022-08-22 10:29:59,252 INFO [train.py:927] (6/8) Epoch 4, batch 18650, giga_loss[loss=0.2219, simple_loss=0.3078, pruned_loss=0.068, over 12384.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04998, over 161.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3049, pruned_loss=0.07151, over 2476992.55 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06714, over 24027.73 utterances.], libri_tot_loss[loss=0.2614, simple_loss=0.331, pruned_loss=0.09592, over 2468695.95 frames. utt_duration=1203 frames, utt_pad_proportion=0.06995, over 8216.21 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3031, pruned_loss=0.06947, over 2477829.88 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06663, over 25507.17 utterances.], batch size: 161, lr: 6.66e-04
2022-08-22 10:31:59,446 INFO [train.py:927] (6/8) Epoch 4, batch 18700, giga_loss[loss=0.2285, simple_loss=0.3094, pruned_loss=0.07375, over 12390.00 frames. utt_duration=235 frames, utt_pad_proportion=0.06739, over 212.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3029, pruned_loss=0.06987, over 2477053.91 frames. utt_duration=414.2 frames, utt_pad_proportion=0.0666, over 23992.94 utterances.], libri_tot_loss[loss=0.2612, simple_loss=0.3308, pruned_loss=0.09585, over 2469071.42 frames. utt_duration=1208 frames, utt_pad_proportion=0.06895, over 8183.19 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3011, pruned_loss=0.06784, over 2477527.61 frames. utt_duration=390.1 frames, utt_pad_proportion=0.0665, over 25480.84 utterances.], batch size: 212, lr: 6.66e-04
2022-08-22 10:34:06,352 INFO [train.py:927] (6/8) Epoch 4, batch 18750, giga_loss[loss=0.1992, simple_loss=0.2776, pruned_loss=0.06038, over 12436.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03134, over 80.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.301, pruned_loss=0.06919, over 2477385.87 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06427, over 24054.07 utterances.], libri_tot_loss[loss=0.2596, simple_loss=0.3294, pruned_loss=0.09495, over 2469064.55 frames. utt_duration=1218 frames, utt_pad_proportion=0.06688, over 8117.40 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2996, pruned_loss=0.06731, over 2478074.54 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06492, over 25934.37 utterances.], batch size: 80, lr: 6.65e-04
2022-08-22 10:36:10,704 INFO [train.py:927] (6/8) Epoch 4, batch 18800, giga_loss[loss=0.2184, simple_loss=0.3029, pruned_loss=0.06693, over 12409.00 frames. utt_duration=473.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3006, pruned_loss=0.06922, over 2476713.11 frames. utt_duration=424.5 frames, utt_pad_proportion=0.06511, over 23404.87 utterances.], libri_tot_loss[loss=0.2593, simple_loss=0.3288, pruned_loss=0.09486, over 2468745.25 frames. utt_duration=1227 frames, utt_pad_proportion=0.06534, over 8061.14 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2991, pruned_loss=0.06697, over 2477818.35 frames. utt_duration=390 frames, utt_pad_proportion=0.06608, over 25490.78 utterances.], batch size: 105, lr: 6.65e-04
2022-08-22 10:38:06,628 INFO [train.py:927] (6/8) Epoch 4, batch 18850, giga_loss[loss=0.2076, simple_loss=0.2938, pruned_loss=0.06072, over 12357.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03011, over 58.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.2998, pruned_loss=0.0694, over 2477327.54 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06418, over 23810.28 utterances.], libri_tot_loss[loss=0.2589, simple_loss=0.3284, pruned_loss=0.09472, over 2468695.90 frames. utt_duration=1230 frames, utt_pad_proportion=0.06464, over 8038.37 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2987, pruned_loss=0.0674, over 2478362.35 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06521, over 25702.62 utterances.], batch size: 58, lr: 6.65e-04
2022-08-22 10:40:02,548 INFO [train.py:927] (6/8) Epoch 4, batch 18900, giga_loss[loss=0.2548, simple_loss=0.3395, pruned_loss=0.08506, over 12464.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.0345, over 98.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3014, pruned_loss=0.06897, over 2477619.70 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06861, over 24171.91 utterances.], libri_tot_loss[loss=0.2586, simple_loss=0.3282, pruned_loss=0.09455, over 2469090.28 frames. utt_duration=1222 frames, utt_pad_proportion=0.06747, over 8092.85 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3001, pruned_loss=0.06696, over 2478283.50 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06841, over 25978.57 utterances.], batch size: 98, lr: 6.65e-04
2022-08-22 10:41:59,439 INFO [train.py:927] (6/8) Epoch 4, batch 18950, giga_loss[loss=0.2072, simple_loss=0.2997, pruned_loss=0.05733, over 12316.00 frames. utt_duration=850.8 frames, utt_pad_proportion=0.03534, over 58.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3034, pruned_loss=0.06961, over 2477657.74 frames. utt_duration=410 frames, utt_pad_proportion=0.06712, over 24242.26 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3281, pruned_loss=0.09447, over 2469128.17 frames. utt_duration=1221 frames, utt_pad_proportion=0.06659, over 8100.89 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3019, pruned_loss=0.06765, over 2478297.34 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06728, over 25951.73 utterances.], batch size: 58, lr: 6.65e-04
2022-08-22 10:43:59,365 INFO [train.py:927] (6/8) Epoch 4, batch 19000, giga_loss[loss=0.2229, simple_loss=0.3038, pruned_loss=0.07106, over 12408.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06386, over 183.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.302, pruned_loss=0.06871, over 2477654.91 frames. utt_duration=406.4 frames, utt_pad_proportion=0.06706, over 24460.83 utterances.], libri_tot_loss[loss=0.2584, simple_loss=0.328, pruned_loss=0.09441, over 2469091.19 frames. utt_duration=1224 frames, utt_pad_proportion=0.06589, over 8078.54 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3006, pruned_loss=0.06688, over 2478298.15 frames. utt_duration=382 frames, utt_pad_proportion=0.06737, over 26033.58 utterances.], batch size: 183, lr: 6.65e-04
2022-08-22 10:45:59,688 INFO [train.py:927] (6/8) Epoch 4, batch 19050, giga_loss[loss=0.1877, simple_loss=0.2636, pruned_loss=0.05587, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03254, over 40.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3002, pruned_loss=0.06859, over 2477493.98 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06948, over 24554.17 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3277, pruned_loss=0.09439, over 2468698.40 frames. utt_duration=1229 frames, utt_pad_proportion=0.06509, over 8045.23 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2989, pruned_loss=0.06673, over 2478504.37 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06982, over 26115.48 utterances.], batch size: 40, lr: 6.64e-04
2022-08-22 10:48:06,205 INFO [train.py:927] (6/8) Epoch 4, batch 19100, giga_loss[loss=0.2019, simple_loss=0.2869, pruned_loss=0.05846, over 12435.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03669, over 105.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3031, pruned_loss=0.06963, over 2477651.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.06626, over 24391.79 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3276, pruned_loss=0.09411, over 2468624.61 frames. utt_duration=1232 frames, utt_pad_proportion=0.0641, over 8022.36 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3017, pruned_loss=0.06783, over 2478721.78 frames. utt_duration=382.1 frames, utt_pad_proportion=0.067, over 26033.24 utterances.], batch size: 105, lr: 6.64e-04
2022-08-22 10:50:03,019 INFO [train.py:927] (6/8) Epoch 4, batch 19150, libri_loss[loss=0.2911, simple_loss=0.3644, pruned_loss=0.1089, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0122, over 40.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3051, pruned_loss=0.07055, over 2477631.52 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06531, over 24703.68 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3278, pruned_loss=0.0942, over 2468554.23 frames. utt_duration=1234 frames, utt_pad_proportion=0.06335, over 8010.12 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3033, pruned_loss=0.06871, over 2478650.00 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06615, over 26234.43 utterances.], batch size: 40, lr: 6.64e-04
2022-08-22 10:52:08,550 INFO [train.py:927] (6/8) Epoch 4, batch 19200, giga_loss[loss=0.2325, simple_loss=0.3153, pruned_loss=0.0749, over 12383.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07569, over 212.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3086, pruned_loss=0.07162, over 2478055.72 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06233, over 24569.35 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3279, pruned_loss=0.09417, over 2468482.41 frames. utt_duration=1233 frames, utt_pad_proportion=0.06301, over 8014.86 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3069, pruned_loss=0.06989, over 2479042.82 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06325, over 26007.37 utterances.], batch size: 212, lr: 6.64e-04
2022-08-22 10:54:24,466 INFO [train.py:927] (6/8) Epoch 4, batch 19250, giga_loss[loss=0.2416, simple_loss=0.318, pruned_loss=0.08257, over 12403.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.0594, over 182.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3078, pruned_loss=0.07186, over 2477945.07 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06155, over 24384.11 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3279, pruned_loss=0.09431, over 2468480.93 frames. utt_duration=1234 frames, utt_pad_proportion=0.06185, over 8008.62 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3059, pruned_loss=0.06976, over 2478976.28 frames. utt_duration=383 frames, utt_pad_proportion=0.06261, over 25968.94 utterances.], batch size: 182, lr: 6.64e-04
2022-08-22 10:56:23,690 INFO [train.py:927] (6/8) Epoch 4, batch 19300, giga_loss[loss=0.2144, simple_loss=0.3062, pruned_loss=0.06131, over 12434.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04171, over 146.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3056, pruned_loss=0.07059, over 2477830.84 frames. utt_duration=396 frames, utt_pad_proportion=0.06402, over 25101.40 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3275, pruned_loss=0.09397, over 2468297.91 frames. utt_duration=1239 frames, utt_pad_proportion=0.06096, over 7977.68 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3041, pruned_loss=0.06884, over 2478972.26 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06493, over 26662.94 utterances.], batch size: 146, lr: 6.64e-04
2022-08-22 10:58:27,320 INFO [train.py:927] (6/8) Epoch 4, batch 19350, libri_loss[loss=0.274, simple_loss=0.352, pruned_loss=0.09798, over 12288.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006641, over 37.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3051, pruned_loss=0.0714, over 2477450.82 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06686, over 24722.13 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3276, pruned_loss=0.09402, over 2468297.45 frames. utt_duration=1241 frames, utt_pad_proportion=0.05935, over 7964.90 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3026, pruned_loss=0.06868, over 2478891.01 frames. utt_duration=369.1 frames, utt_pad_proportion=0.06796, over 26948.42 utterances.], batch size: 37, lr: 6.63e-04
2022-08-22 11:00:26,846 INFO [train.py:927] (6/8) Epoch 4, batch 19400, giga_loss[loss=0.2016, simple_loss=0.2909, pruned_loss=0.05613, over 12340.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.03299, over 51.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3036, pruned_loss=0.0704, over 2477696.38 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06877, over 24541.39 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3275, pruned_loss=0.09413, over 2468265.64 frames. utt_duration=1233 frames, utt_pad_proportion=0.06293, over 8018.78 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3011, pruned_loss=0.06754, over 2479078.90 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06852, over 26661.91 utterances.], batch size: 51, lr: 6.63e-04
2022-08-22 11:02:20,426 INFO [train.py:927] (6/8) Epoch 4, batch 19450, giga_loss[loss=0.1919, simple_loss=0.2935, pruned_loss=0.04519, over 12330.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.02912, over 66.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3065, pruned_loss=0.07071, over 2478304.97 frames. utt_duration=399 frames, utt_pad_proportion=0.07118, over 24918.24 utterances.], libri_tot_loss[loss=0.2588, simple_loss=0.3281, pruned_loss=0.09474, over 2468583.52 frames. utt_duration=1221 frames, utt_pad_proportion=0.06654, over 8095.54 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3034, pruned_loss=0.06733, over 2479338.93 frames. utt_duration=369.6 frames, utt_pad_proportion=0.06986, over 26917.49 utterances.], batch size: 66, lr: 6.63e-04
2022-08-22 11:04:26,281 INFO [train.py:927] (6/8) Epoch 4, batch 19500, libri_loss[loss=0.2943, simple_loss=0.3566, pruned_loss=0.116, over 12194.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005784, over 33.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3059, pruned_loss=0.06953, over 2477716.94 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07114, over 24962.24 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3281, pruned_loss=0.09468, over 2468239.52 frames. utt_duration=1225 frames, utt_pad_proportion=0.06593, over 8069.27 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3032, pruned_loss=0.06654, over 2478994.79 frames. utt_duration=371.1 frames, utt_pad_proportion=0.07029, over 26809.08 utterances.], batch size: 33, lr: 6.63e-04
2022-08-22 11:06:41,141 INFO [train.py:927] (6/8) Epoch 4, batch 19550, giga_loss[loss=0.2361, simple_loss=0.3183, pruned_loss=0.07693, over 12434.00 frames. utt_duration=623.2 frames, utt_pad_proportion=0.03081, over 80.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3059, pruned_loss=0.06932, over 2477651.06 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07126, over 24925.39 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3278, pruned_loss=0.09464, over 2468091.65 frames. utt_duration=1218 frames, utt_pad_proportion=0.06813, over 8116.91 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3033, pruned_loss=0.06622, over 2479108.19 frames. utt_duration=370.1 frames, utt_pad_proportion=0.07009, over 26883.17 utterances.], batch size: 80, lr: 6.63e-04
2022-08-22 11:08:52,398 INFO [train.py:927] (6/8) Epoch 4, batch 19600, giga_loss[loss=0.2335, simple_loss=0.3246, pruned_loss=0.07125, over 12412.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05874, over 182.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3067, pruned_loss=0.06899, over 2477689.05 frames. utt_duration=397 frames, utt_pad_proportion=0.06983, over 25039.39 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3271, pruned_loss=0.09424, over 2468152.60 frames. utt_duration=1223 frames, utt_pad_proportion=0.06719, over 8079.83 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3048, pruned_loss=0.06644, over 2478972.23 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06924, over 26909.60 utterances.], batch size: 182, lr: 6.63e-04
2022-08-22 11:11:08,224 INFO [train.py:927] (6/8) Epoch 4, batch 19650, giga_loss[loss=0.2354, simple_loss=0.3181, pruned_loss=0.07632, over 12464.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.04763, over 162.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3091, pruned_loss=0.0698, over 2477277.35 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06809, over 25215.14 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3277, pruned_loss=0.0943, over 2467863.47 frames. utt_duration=1228 frames, utt_pad_proportion=0.06627, over 8050.35 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3067, pruned_loss=0.06728, over 2478730.88 frames. utt_duration=368 frames, utt_pad_proportion=0.06799, over 27028.01 utterances.], batch size: 162, lr: 6.62e-04
2022-08-22 11:13:22,920 INFO [train.py:927] (6/8) Epoch 4, batch 19700, libri_loss[loss=0.2521, simple_loss=0.3268, pruned_loss=0.08871, over 12461.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03046, over 46.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3079, pruned_loss=0.06999, over 2477645.27 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06601, over 24170.34 utterances.], libri_tot_loss[loss=0.2582, simple_loss=0.3277, pruned_loss=0.09435, over 2467949.23 frames. utt_duration=1219 frames, utt_pad_proportion=0.06821, over 8108.08 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3052, pruned_loss=0.0669, over 2479112.98 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06552, over 26266.83 utterances.], batch size: 46, lr: 6.62e-04
2022-08-22 11:15:24,219 INFO [train.py:927] (6/8) Epoch 4, batch 19750, giga_loss[loss=0.257, simple_loss=0.3383, pruned_loss=0.08782, over 12388.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04505, over 146.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3059, pruned_loss=0.06862, over 2477245.90 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06405, over 23987.26 utterances.], libri_tot_loss[loss=0.2583, simple_loss=0.3277, pruned_loss=0.09446, over 2467842.55 frames. utt_duration=1219 frames, utt_pad_proportion=0.06754, over 8104.79 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3034, pruned_loss=0.06564, over 2478690.35 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06396, over 25935.96 utterances.], batch size: 146, lr: 6.62e-04
2022-08-22 11:17:23,404 INFO [train.py:927] (6/8) Epoch 4, batch 19800, giga_loss[loss=0.2235, simple_loss=0.3179, pruned_loss=0.0646, over 12410.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04016, over 133.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3069, pruned_loss=0.06888, over 2476998.78 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06494, over 24093.10 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3271, pruned_loss=0.09426, over 2467703.19 frames. utt_duration=1224 frames, utt_pad_proportion=0.06658, over 8071.92 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3051, pruned_loss=0.06623, over 2478443.92 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06509, over 25968.57 utterances.], batch size: 133, lr: 6.62e-04
2022-08-22 11:19:13,334 INFO [train.py:927] (6/8) Epoch 4, batch 19850, giga_loss[loss=0.2007, simple_loss=0.2902, pruned_loss=0.05554, over 12436.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03884, over 37.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3053, pruned_loss=0.06862, over 2476608.50 frames. utt_duration=400.8 frames, utt_pad_proportion=0.07007, over 24790.29 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3271, pruned_loss=0.09393, over 2467485.84 frames. utt_duration=1231 frames, utt_pad_proportion=0.06529, over 8026.24 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3033, pruned_loss=0.06613, over 2478206.26 frames. utt_duration=371.4 frames, utt_pad_proportion=0.07018, over 26773.71 utterances.], batch size: 37, lr: 6.62e-04
2022-08-22 11:21:04,381 INFO [train.py:927] (6/8) Epoch 4, batch 19900, giga_loss[loss=0.2784, simple_loss=0.3562, pruned_loss=0.1004, over 12398.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03195, over 122.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3072, pruned_loss=0.07005, over 2476798.39 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06567, over 23973.52 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3268, pruned_loss=0.09382, over 2467558.72 frames. utt_duration=1234 frames, utt_pad_proportion=0.06433, over 8008.83 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3056, pruned_loss=0.06771, over 2478174.23 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06634, over 25879.21 utterances.], batch size: 122, lr: 6.62e-04
2022-08-22 11:22:48,693 INFO [train.py:927] (6/8) Epoch 4, batch 19950, giga_loss[loss=0.2484, simple_loss=0.347, pruned_loss=0.07485, over 12464.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04128, over 34.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3155, pruned_loss=0.07488, over 2475764.56 frames. utt_duration=444.8 frames, utt_pad_proportion=0.06277, over 22325.58 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3263, pruned_loss=0.09362, over 2467375.83 frames. utt_duration=1231 frames, utt_pad_proportion=0.06478, over 8030.21 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3143, pruned_loss=0.07275, over 2477245.12 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06342, over 24164.26 utterances.], batch size: 34, lr: 6.61e-04
2022-08-22 11:24:31,572 INFO [train.py:927] (6/8) Epoch 4, batch 20000, libri_loss[loss=0.292, simple_loss=0.3588, pruned_loss=0.1126, over 12398.00 frames. utt_duration=418.1 frames, utt_pad_proportion=0.3436, over 119.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3155, pruned_loss=0.07572, over 2475440.54 frames. utt_duration=468.5 frames, utt_pad_proportion=0.06123, over 21191.00 utterances.], libri_tot_loss[loss=0.2563, simple_loss=0.326, pruned_loss=0.09326, over 2467402.86 frames. utt_duration=1223 frames, utt_pad_proportion=0.06746, over 8079.57 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3144, pruned_loss=0.07375, over 2476867.20 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06084, over 23057.67 utterances.], batch size: 119, lr: 6.61e-04
2022-08-22 11:26:12,117 INFO [train.py:927] (6/8) Epoch 4, batch 20050, libri_loss[loss=0.2685, simple_loss=0.3405, pruned_loss=0.09829, over 12372.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01025, over 38.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3089, pruned_loss=0.07369, over 2474955.88 frames. utt_duration=498.1 frames, utt_pad_proportion=0.05985, over 19929.77 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3256, pruned_loss=0.09311, over 2467439.98 frames. utt_duration=1229 frames, utt_pad_proportion=0.06627, over 8040.99 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3081, pruned_loss=0.07184, over 2476224.96 frames. utt_duration=457.1 frames, utt_pad_proportion=0.05996, over 21730.67 utterances.], batch size: 38, lr: 6.61e-04
2022-08-22 11:27:54,172 INFO [train.py:927] (6/8) Epoch 4, batch 20100, giga_loss[loss=0.2117, simple_loss=0.2808, pruned_loss=0.0713, over 12415.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.06747, over 211.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.301, pruned_loss=0.0709, over 2474733.63 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06467, over 20589.09 utterances.], libri_tot_loss[loss=0.2564, simple_loss=0.3265, pruned_loss=0.09315, over 2467407.24 frames. utt_duration=1229 frames, utt_pad_proportion=0.06577, over 8037.57 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2994, pruned_loss=0.06923, over 2475834.14 frames. utt_duration=449.2 frames, utt_pad_proportion=0.06458, over 22111.66 utterances.], batch size: 211, lr: 6.61e-04
2022-08-22 11:29:34,463 INFO [train.py:927] (6/8) Epoch 4, batch 20150, giga_loss[loss=0.1751, simple_loss=0.2491, pruned_loss=0.05057, over 12280.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02659, over 54.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2961, pruned_loss=0.06989, over 2474361.44 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06346, over 19724.49 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3271, pruned_loss=0.09377, over 2467709.32 frames. utt_duration=1228 frames, utt_pad_proportion=0.06498, over 8046.98 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2934, pruned_loss=0.06727, over 2475212.36 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06374, over 21331.66 utterances.], batch size: 54, lr: 6.61e-04
2022-08-22 11:31:19,162 INFO [train.py:927] (6/8) Epoch 4, batch 20200, giga_loss[loss=0.2102, simple_loss=0.2827, pruned_loss=0.06881, over 12378.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05953, over 182.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.29, pruned_loss=0.06723, over 2474999.43 frames. utt_duration=509 frames, utt_pad_proportion=0.06257, over 19501.96 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3272, pruned_loss=0.09375, over 2467748.77 frames. utt_duration=1229 frames, utt_pad_proportion=0.06473, over 8040.74 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2876, pruned_loss=0.06508, over 2475661.78 frames. utt_duration=477.1 frames, utt_pad_proportion=0.06293, over 20818.10 utterances.], batch size: 182, lr: 6.61e-04
2022-08-22 11:32:59,832 INFO [train.py:927] (6/8) Epoch 4, batch 20250, libri_loss[loss=0.2053, simple_loss=0.2782, pruned_loss=0.06621, over 12451.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01066, over 29.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2858, pruned_loss=0.06595, over 2474394.28 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06301, over 18622.66 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.327, pruned_loss=0.09351, over 2467769.80 frames. utt_duration=1225 frames, utt_pad_proportion=0.06706, over 8068.04 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2826, pruned_loss=0.06341, over 2475148.02 frames. utt_duration=494.7 frames, utt_pad_proportion=0.06237, over 20071.26 utterances.], batch size: 29, lr: 6.60e-04
2022-08-22 11:34:42,078 INFO [train.py:927] (6/8) Epoch 4, batch 20300, giga_loss[loss=0.1927, simple_loss=0.271, pruned_loss=0.05718, over 12457.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03619, over 105.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2804, pruned_loss=0.06361, over 2474794.44 frames. utt_duration=521 frames, utt_pad_proportion=0.06486, over 19053.78 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.327, pruned_loss=0.09357, over 2468005.99 frames. utt_duration=1225 frames, utt_pad_proportion=0.0663, over 8067.04 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2773, pruned_loss=0.06121, over 2475277.83 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06452, over 20337.69 utterances.], batch size: 105, lr: 6.60e-04
2022-08-22 11:36:23,564 INFO [train.py:927] (6/8) Epoch 4, batch 20350, giga_loss[loss=0.1846, simple_loss=0.2669, pruned_loss=0.05119, over 12369.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03079, over 62.00 utterances.], tot_loss[loss=0.198, simple_loss=0.2745, pruned_loss=0.06079, over 2474820.85 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06108, over 18555.84 utterances.], libri_tot_loss[loss=0.2565, simple_loss=0.3265, pruned_loss=0.09327, over 2467858.61 frames. utt_duration=1228 frames, utt_pad_proportion=0.06585, over 8048.42 utterances.], giga_tot_loss[loss=0.1949, simple_loss=0.2721, pruned_loss=0.05889, over 2475413.47 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06117, over 19675.80 utterances.], batch size: 62, lr: 6.60e-04
2022-08-22 11:38:06,603 INFO [train.py:927] (6/8) Epoch 4, batch 20400, giga_loss[loss=0.2489, simple_loss=0.3214, pruned_loss=0.08822, over 12357.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02759, over 70.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2792, pruned_loss=0.06402, over 2475187.20 frames. utt_duration=510 frames, utt_pad_proportion=0.06768, over 19468.59 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3268, pruned_loss=0.09368, over 2468264.38 frames. utt_duration=1229 frames, utt_pad_proportion=0.06488, over 8042.56 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.276, pruned_loss=0.06158, over 2475426.11 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06773, over 20549.08 utterances.], batch size: 70, lr: 6.60e-04
2022-08-22 11:39:50,647 INFO [train.py:927] (6/8) Epoch 4, batch 20450, giga_loss[loss=0.2893, simple_loss=0.3607, pruned_loss=0.109, over 12407.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04732, over 161.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2915, pruned_loss=0.07002, over 2473764.57 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06798, over 19016.03 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3273, pruned_loss=0.09375, over 2468530.08 frames. utt_duration=1230 frames, utt_pad_proportion=0.06436, over 8039.15 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2882, pruned_loss=0.0678, over 2473766.02 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06823, over 19973.44 utterances.], batch size: 161, lr: 6.60e-04
2022-08-22 11:41:33,330 INFO [train.py:927] (6/8) Epoch 4, batch 20500, giga_loss[loss=0.2521, simple_loss=0.3403, pruned_loss=0.08191, over 12347.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03015, over 91.00 utterances.], tot_loss[loss=0.222, simple_loss=0.2989, pruned_loss=0.07253, over 2472979.67 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06977, over 18590.02 utterances.], libri_tot_loss[loss=0.258, simple_loss=0.3281, pruned_loss=0.09393, over 2468396.46 frames. utt_duration=1222 frames, utt_pad_proportion=0.06727, over 8086.58 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2949, pruned_loss=0.0701, over 2473194.83 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06876, over 19537.04 utterances.], batch size: 91, lr: 6.60e-04
2022-08-22 11:43:16,368 INFO [train.py:927] (6/8) Epoch 4, batch 20550, giga_loss[loss=0.2412, simple_loss=0.3222, pruned_loss=0.08012, over 12389.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02664, over 91.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.303, pruned_loss=0.0741, over 2472442.06 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06895, over 18599.92 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3279, pruned_loss=0.09387, over 2468198.09 frames. utt_duration=1224 frames, utt_pad_proportion=0.06664, over 8077.45 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.2992, pruned_loss=0.07164, over 2472898.31 frames. utt_duration=504.4 frames, utt_pad_proportion=0.06847, over 19669.05 utterances.], batch size: 91, lr: 6.59e-04
2022-08-22 11:44:56,049 INFO [train.py:927] (6/8) Epoch 4, batch 20600, giga_loss[loss=0.2278, simple_loss=0.3117, pruned_loss=0.07194, over 12049.00 frames. utt_duration=1929 frames, utt_pad_proportion=0.03552, over 25.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.308, pruned_loss=0.07746, over 2472671.75 frames. utt_duration=530 frames, utt_pad_proportion=0.06761, over 18714.83 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3279, pruned_loss=0.09398, over 2468543.16 frames. utt_duration=1227 frames, utt_pad_proportion=0.06445, over 8056.48 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3041, pruned_loss=0.07463, over 2472911.06 frames. utt_duration=495.4 frames, utt_pad_proportion=0.06809, over 20025.50 utterances.], batch size: 25, lr: 6.59e-04
2022-08-22 11:46:39,455 INFO [train.py:927] (6/8) Epoch 4, batch 20650, giga_loss[loss=0.23, simple_loss=0.3201, pruned_loss=0.06994, over 12451.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03697, over 123.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3129, pruned_loss=0.07939, over 2472608.32 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06276, over 18189.85 utterances.], libri_tot_loss[loss=0.2578, simple_loss=0.3277, pruned_loss=0.09392, over 2468610.66 frames. utt_duration=1226 frames, utt_pad_proportion=0.06426, over 8060.95 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3097, pruned_loss=0.07708, over 2472772.75 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06349, over 19306.54 utterances.], batch size: 123, lr: 6.59e-04
2022-08-22 11:48:20,625 INFO [train.py:927] (6/8) Epoch 4, batch 20700, giga_loss[loss=0.2226, simple_loss=0.3082, pruned_loss=0.06851, over 12098.00 frames. utt_duration=1614 frames, utt_pad_proportion=0.0379, over 30.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3171, pruned_loss=0.08025, over 2472731.43 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06265, over 18465.50 utterances.], libri_tot_loss[loss=0.2581, simple_loss=0.3283, pruned_loss=0.09389, over 2468504.18 frames. utt_duration=1229 frames, utt_pad_proportion=0.06353, over 8042.15 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3138, pruned_loss=0.07825, over 2473016.02 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06347, over 19508.03 utterances.], batch size: 30, lr: 6.59e-04
2022-08-22 11:50:03,827 INFO [train.py:927] (6/8) Epoch 4, batch 20750, giga_loss[loss=0.2574, simple_loss=0.3112, pruned_loss=0.1018, over 12347.00 frames. utt_duration=136.4 frames, utt_pad_proportion=0.1974, over 366.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3187, pruned_loss=0.08053, over 2472582.21 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06847, over 18560.22 utterances.], libri_tot_loss[loss=0.2587, simple_loss=0.3288, pruned_loss=0.09428, over 2468979.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.06678, over 8126.83 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3155, pruned_loss=0.0782, over 2472492.10 frames. utt_duration=506.1 frames, utt_pad_proportion=0.0675, over 19599.73 utterances.], batch size: 366, lr: 6.59e-04
2022-08-22 11:51:47,258 INFO [train.py:927] (6/8) Epoch 4, batch 20800, giga_loss[loss=0.2146, simple_loss=0.3031, pruned_loss=0.06306, over 12412.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04994, over 34.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3177, pruned_loss=0.07906, over 2471717.60 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06386, over 17470.20 utterances.], libri_tot_loss[loss=0.2585, simple_loss=0.3285, pruned_loss=0.09425, over 2468688.52 frames. utt_duration=1220 frames, utt_pad_proportion=0.06527, over 8105.20 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3151, pruned_loss=0.0768, over 2472000.97 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06388, over 18601.68 utterances.], batch size: 34, lr: 6.59e-04
2022-08-22 11:53:31,370 INFO [train.py:927] (6/8) Epoch 4, batch 20850, giga_loss[loss=0.2835, simple_loss=0.3469, pruned_loss=0.11, over 12375.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07057, over 211.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3192, pruned_loss=0.08196, over 2471696.93 frames. utt_duration=564.1 frames, utt_pad_proportion=0.06412, over 17574.38 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3274, pruned_loss=0.09372, over 2468778.00 frames. utt_duration=1223 frames, utt_pad_proportion=0.06531, over 8081.41 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3179, pruned_loss=0.08033, over 2471917.61 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06413, over 18704.62 utterances.], batch size: 211, lr: 6.58e-04
2022-08-22 11:55:13,531 INFO [train.py:927] (6/8) Epoch 4, batch 20900, giga_loss[loss=0.2395, simple_loss=0.3159, pruned_loss=0.08157, over 12361.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.04341, over 31.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3197, pruned_loss=0.084, over 2471994.32 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06464, over 17451.20 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3271, pruned_loss=0.09392, over 2468387.25 frames. utt_duration=1229 frames, utt_pad_proportion=0.06322, over 8042.80 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3185, pruned_loss=0.08198, over 2472665.50 frames. utt_duration=526.8 frames, utt_pad_proportion=0.0654, over 18828.24 utterances.], batch size: 31, lr: 6.58e-04
2022-08-22 11:56:57,772 INFO [train.py:927] (6/8) Epoch 4, batch 20950, giga_loss[loss=0.2349, simple_loss=0.3126, pruned_loss=0.07865, over 12369.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03089, over 97.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3198, pruned_loss=0.08518, over 2472076.14 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06842, over 18018.82 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3266, pruned_loss=0.09394, over 2468236.10 frames. utt_duration=1225 frames, utt_pad_proportion=0.06589, over 8068.12 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.319, pruned_loss=0.08317, over 2472874.86 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06762, over 19426.89 utterances.], batch size: 97, lr: 6.58e-04
2022-08-22 11:58:43,460 INFO [train.py:927] (6/8) Epoch 4, batch 21000, giga_loss[loss=0.2097, simple_loss=0.2922, pruned_loss=0.0636, over 12338.00 frames. utt_duration=797.3 frames, utt_pad_proportion=0.03476, over 62.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3201, pruned_loss=0.08533, over 2472461.32 frames. utt_duration=550.2 frames, utt_pad_proportion=0.067, over 18024.77 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3266, pruned_loss=0.09385, over 2468278.71 frames. utt_duration=1226 frames, utt_pad_proportion=0.06476, over 8062.09 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3193, pruned_loss=0.08355, over 2473147.76 frames. utt_duration=511 frames, utt_pad_proportion=0.06686, over 19417.86 utterances.], batch size: 62, lr: 6.58e-04
2022-08-22 11:58:43,461 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 11:59:00,748 INFO [train.py:967] (6/8) Epoch 4, validation: loss=0.1917, simple_loss=0.3005, pruned_loss=0.04148, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 12:00:43,182 INFO [train.py:927] (6/8) Epoch 4, batch 21050, giga_loss[loss=0.2149, simple_loss=0.295, pruned_loss=0.06738, over 12418.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04072, over 40.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3171, pruned_loss=0.08371, over 2473274.93 frames. utt_duration=527.6 frames, utt_pad_proportion=0.0689, over 18805.37 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3261, pruned_loss=0.09363, over 2468423.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06385, over 8037.03 utterances.], giga_tot_loss[loss=0.2407, simple_loss=0.3167, pruned_loss=0.08233, over 2473785.75 frames. utt_duration=493.2 frames, utt_pad_proportion=0.06905, over 20124.21 utterances.], batch size: 40, lr: 6.58e-04
2022-08-22 12:02:27,520 INFO [train.py:927] (6/8) Epoch 4, batch 21100, giga_loss[loss=0.2255, simple_loss=0.2983, pruned_loss=0.07635, over 12271.00 frames. utt_duration=1889 frames, utt_pad_proportion=0.05195, over 26.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3126, pruned_loss=0.0813, over 2473066.49 frames. utt_duration=544 frames, utt_pad_proportion=0.06542, over 18234.50 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3267, pruned_loss=0.09408, over 2468754.50 frames. utt_duration=1216 frames, utt_pad_proportion=0.06699, over 8133.03 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3114, pruned_loss=0.07942, over 2473350.70 frames. utt_duration=506.6 frames, utt_pad_proportion=0.06471, over 19587.99 utterances.], batch size: 26, lr: 6.58e-04
2022-08-22 12:04:11,250 INFO [train.py:927] (6/8) Epoch 4, batch 21150, giga_loss[loss=0.2342, simple_loss=0.3155, pruned_loss=0.07647, over 12442.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.0316, over 75.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3106, pruned_loss=0.07981, over 2472849.29 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06748, over 18552.21 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.327, pruned_loss=0.09421, over 2468759.28 frames. utt_duration=1218 frames, utt_pad_proportion=0.06649, over 8119.72 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3093, pruned_loss=0.07809, over 2473117.35 frames. utt_duration=503.1 frames, utt_pad_proportion=0.06699, over 19721.96 utterances.], batch size: 75, lr: 6.57e-04
2022-08-22 12:05:49,202 INFO [train.py:927] (6/8) Epoch 4, batch 21200, libri_loss[loss=0.2094, simple_loss=0.2763, pruned_loss=0.07122, over 12226.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006293, over 31.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3081, pruned_loss=0.07854, over 2472570.12 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06204, over 17970.04 utterances.], libri_tot_loss[loss=0.2575, simple_loss=0.3267, pruned_loss=0.09417, over 2468255.09 frames. utt_duration=1220 frames, utt_pad_proportion=0.06574, over 8100.96 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3069, pruned_loss=0.07683, over 2473374.72 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06223, over 19208.32 utterances.], batch size: 31, lr: 6.57e-04
2022-08-22 12:07:30,655 INFO [train.py:927] (6/8) Epoch 4, batch 21250, giga_loss[loss=0.2114, simple_loss=0.2957, pruned_loss=0.06359, over 12429.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.03915, over 123.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3038, pruned_loss=0.07632, over 2472707.12 frames. utt_duration=568.2 frames, utt_pad_proportion=0.06062, over 17451.61 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3263, pruned_loss=0.09397, over 2468005.62 frames. utt_duration=1224 frames, utt_pad_proportion=0.06508, over 8072.59 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3029, pruned_loss=0.07493, over 2473621.25 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06111, over 18588.62 utterances.], batch size: 123, lr: 6.57e-04
2022-08-22 12:09:11,269 INFO [train.py:927] (6/8) Epoch 4, batch 21300, libri_loss[loss=0.3461, simple_loss=0.4002, pruned_loss=0.146, over 12313.00 frames. utt_duration=411.9 frames, utt_pad_proportion=0.3503, over 120.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3015, pruned_loss=0.07611, over 2472417.83 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06685, over 17678.89 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3266, pruned_loss=0.0943, over 2468172.12 frames. utt_duration=1214 frames, utt_pad_proportion=0.06821, over 8142.60 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.2998, pruned_loss=0.0742, over 2473146.29 frames. utt_duration=528.7 frames, utt_pad_proportion=0.0654, over 18765.32 utterances.], batch size: 120, lr: 6.57e-04
2022-08-22 12:10:50,986 INFO [train.py:927] (6/8) Epoch 4, batch 21350, giga_loss[loss=0.2056, simple_loss=0.2692, pruned_loss=0.07099, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02676, over 45.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.297, pruned_loss=0.07392, over 2473376.66 frames. utt_duration=575 frames, utt_pad_proportion=0.0634, over 17251.98 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.3267, pruned_loss=0.09436, over 2468374.84 frames. utt_duration=1215 frames, utt_pad_proportion=0.06777, over 8139.22 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2954, pruned_loss=0.0722, over 2473815.85 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06256, over 18188.45 utterances.], batch size: 45, lr: 6.57e-04
2022-08-22 12:12:31,847 INFO [train.py:927] (6/8) Epoch 4, batch 21400, giga_loss[loss=0.2768, simple_loss=0.3394, pruned_loss=0.1071, over 12363.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07568, over 212.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.295, pruned_loss=0.07244, over 2473571.92 frames. utt_duration=587.8 frames, utt_pad_proportion=0.05897, over 16876.96 utterances.], libri_tot_loss[loss=0.2577, simple_loss=0.327, pruned_loss=0.09424, over 2468498.85 frames. utt_duration=1216 frames, utt_pad_proportion=0.06688, over 8132.05 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2927, pruned_loss=0.07061, over 2473974.79 frames. utt_duration=555.3 frames, utt_pad_proportion=0.0588, over 17869.94 utterances.], batch size: 212, lr: 6.57e-04
2022-08-22 12:14:16,581 INFO [train.py:927] (6/8) Epoch 4, batch 21450, giga_loss[loss=0.245, simple_loss=0.3136, pruned_loss=0.08823, over 12457.00 frames. utt_duration=543.2 frames, utt_pad_proportion=0.0317, over 92.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2929, pruned_loss=0.07135, over 2473606.39 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05587, over 16640.45 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3266, pruned_loss=0.09408, over 2468202.24 frames. utt_duration=1220 frames, utt_pad_proportion=0.06621, over 8103.19 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.291, pruned_loss=0.06975, over 2474265.17 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05613, over 17574.12 utterances.], batch size: 92, lr: 6.56e-04
2022-08-22 12:16:00,123 INFO [train.py:927] (6/8) Epoch 4, batch 21500, giga_loss[loss=0.2686, simple_loss=0.3396, pruned_loss=0.09882, over 12357.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03193, over 62.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.2997, pruned_loss=0.07593, over 2474419.97 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06687, over 18017.34 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3266, pruned_loss=0.09415, over 2468639.28 frames. utt_duration=1212 frames, utt_pad_proportion=0.06906, over 8158.25 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.2973, pruned_loss=0.07402, over 2474703.55 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06542, over 18967.25 utterances.], batch size: 62, lr: 6.56e-04
2022-08-22 12:17:48,018 INFO [train.py:927] (6/8) Epoch 4, batch 21550, giga_loss[loss=0.2437, simple_loss=0.3214, pruned_loss=0.08301, over 12390.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03922, over 113.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3055, pruned_loss=0.07889, over 2473932.73 frames. utt_duration=542.4 frames, utt_pad_proportion=0.06763, over 18295.47 utterances.], libri_tot_loss[loss=0.2576, simple_loss=0.3267, pruned_loss=0.09423, over 2468762.01 frames. utt_duration=1214 frames, utt_pad_proportion=0.06806, over 8144.11 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3031, pruned_loss=0.07702, over 2474149.11 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06685, over 19249.54 utterances.], batch size: 113, lr: 6.56e-04
2022-08-22 12:19:31,200 INFO [train.py:927] (6/8) Epoch 4, batch 21600, giga_loss[loss=0.2651, simple_loss=0.3456, pruned_loss=0.09233, over 12400.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05043, over 161.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3112, pruned_loss=0.08145, over 2474210.35 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06899, over 18723.36 utterances.], libri_tot_loss[loss=0.2571, simple_loss=0.3262, pruned_loss=0.09397, over 2468585.07 frames. utt_duration=1220 frames, utt_pad_proportion=0.06665, over 8104.16 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3093, pruned_loss=0.07982, over 2474709.68 frames. utt_duration=501.2 frames, utt_pad_proportion=0.06887, over 19809.21 utterances.], batch size: 161, lr: 6.56e-04
2022-08-22 12:21:12,759 INFO [train.py:927] (6/8) Epoch 4, batch 21650, giga_loss[loss=0.2029, simple_loss=0.2873, pruned_loss=0.05925, over 12336.00 frames. utt_duration=618.3 frames, utt_pad_proportion=0.03836, over 80.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3167, pruned_loss=0.08306, over 2473727.93 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06632, over 18702.37 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3264, pruned_loss=0.09378, over 2468182.31 frames. utt_duration=1225 frames, utt_pad_proportion=0.06543, over 8066.63 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3147, pruned_loss=0.08164, over 2474635.17 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06681, over 19905.23 utterances.], batch size: 80, lr: 6.56e-04
2022-08-22 12:22:54,068 INFO [train.py:927] (6/8) Epoch 4, batch 21700, giga_loss[loss=0.235, simple_loss=0.3222, pruned_loss=0.0739, over 12426.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03838, over 105.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3151, pruned_loss=0.08093, over 2473846.99 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06648, over 18720.45 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3263, pruned_loss=0.09385, over 2467851.02 frames. utt_duration=1232 frames, utt_pad_proportion=0.06376, over 8023.94 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3132, pruned_loss=0.07933, over 2475049.64 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06745, over 20055.07 utterances.], batch size: 105, lr: 6.56e-04
2022-08-22 12:24:36,955 INFO [train.py:927] (6/8) Epoch 4, batch 21750, giga_loss[loss=0.2871, simple_loss=0.3617, pruned_loss=0.1063, over 12449.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04307, over 114.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3154, pruned_loss=0.08144, over 2473356.42 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06779, over 18580.52 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3261, pruned_loss=0.09396, over 2467894.23 frames. utt_duration=1225 frames, utt_pad_proportion=0.06702, over 8071.43 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3138, pruned_loss=0.07964, over 2474462.09 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06739, over 19947.77 utterances.], batch size: 114, lr: 6.55e-04
2022-08-22 12:26:23,188 INFO [train.py:927] (6/8) Epoch 4, batch 21800, giga_loss[loss=0.2409, simple_loss=0.3187, pruned_loss=0.08155, over 12311.00 frames. utt_duration=913.3 frames, utt_pad_proportion=0.0243, over 54.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3172, pruned_loss=0.08268, over 2473491.17 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06845, over 18413.11 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3259, pruned_loss=0.09392, over 2467835.67 frames. utt_duration=1227 frames, utt_pad_proportion=0.06627, over 8056.39 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3159, pruned_loss=0.08117, over 2474502.10 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06835, over 19639.57 utterances.], batch size: 54, lr: 6.55e-04
2022-08-22 12:28:05,129 INFO [train.py:927] (6/8) Epoch 4, batch 21850, giga_loss[loss=0.2886, simple_loss=0.3519, pruned_loss=0.1127, over 12416.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06152, over 183.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3189, pruned_loss=0.08411, over 2473753.65 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06685, over 18164.45 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3261, pruned_loss=0.09398, over 2468155.27 frames. utt_duration=1230 frames, utt_pad_proportion=0.06522, over 8038.37 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.08266, over 2474358.05 frames. utt_duration=512.9 frames, utt_pad_proportion=0.0673, over 19353.45 utterances.], batch size: 183, lr: 6.55e-04
2022-08-22 12:29:49,441 INFO [train.py:927] (6/8) Epoch 4, batch 21900, giga_loss[loss=0.2601, simple_loss=0.3278, pruned_loss=0.09618, over 12359.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.0322, over 51.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3202, pruned_loss=0.08482, over 2474624.36 frames. utt_duration=540.2 frames, utt_pad_proportion=0.0647, over 18374.97 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3263, pruned_loss=0.09408, over 2468202.66 frames. utt_duration=1226 frames, utt_pad_proportion=0.06556, over 8065.86 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.319, pruned_loss=0.0835, over 2475108.34 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06507, over 19374.58 utterances.], batch size: 51, lr: 6.55e-04
2022-08-22 12:31:29,823 INFO [train.py:927] (6/8) Epoch 4, batch 21950, giga_loss[loss=0.2521, simple_loss=0.3226, pruned_loss=0.09081, over 12280.00 frames. utt_duration=1171 frames, utt_pad_proportion=0.02757, over 42.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3217, pruned_loss=0.08478, over 2474322.84 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06276, over 17766.17 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3264, pruned_loss=0.09401, over 2468244.41 frames. utt_duration=1231 frames, utt_pad_proportion=0.06405, over 8030.21 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3204, pruned_loss=0.08347, over 2474867.40 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06369, over 18914.39 utterances.], batch size: 42, lr: 6.55e-04
2022-08-22 12:33:12,574 INFO [train.py:927] (6/8) Epoch 4, batch 22000, giga_loss[loss=0.2523, simple_loss=0.3192, pruned_loss=0.09268, over 12380.00 frames. utt_duration=235 frames, utt_pad_proportion=0.0749, over 212.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3217, pruned_loss=0.08479, over 2474103.97 frames. utt_duration=573.7 frames, utt_pad_proportion=0.06233, over 17295.64 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3262, pruned_loss=0.09394, over 2468820.74 frames. utt_duration=1237 frames, utt_pad_proportion=0.06287, over 7994.79 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3207, pruned_loss=0.0836, over 2474167.66 frames. utt_duration=538 frames, utt_pad_proportion=0.06354, over 18445.01 utterances.], batch size: 212, lr: 6.55e-04
2022-08-22 12:34:55,715 INFO [train.py:927] (6/8) Epoch 4, batch 22050, giga_loss[loss=0.2623, simple_loss=0.3352, pruned_loss=0.0947, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02739, over 48.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3206, pruned_loss=0.08458, over 2473099.81 frames. utt_duration=601.7 frames, utt_pad_proportion=0.06334, over 16481.32 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.3261, pruned_loss=0.09402, over 2468408.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.06236, over 7965.02 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3198, pruned_loss=0.08346, over 2473557.31 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06451, over 17531.24 utterances.], batch size: 48, lr: 6.54e-04
2022-08-22 12:36:36,387 INFO [train.py:927] (6/8) Epoch 4, batch 22100, giga_loss[loss=0.2323, simple_loss=0.314, pruned_loss=0.07535, over 12437.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03206, over 75.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3205, pruned_loss=0.0847, over 2473356.66 frames. utt_duration=628.4 frames, utt_pad_proportion=0.06456, over 15781.76 utterances.], libri_tot_loss[loss=0.2579, simple_loss=0.3266, pruned_loss=0.09456, over 2468710.37 frames. utt_duration=1208 frames, utt_pad_proportion=0.07375, over 8187.13 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3192, pruned_loss=0.08294, over 2473629.91 frames. utt_duration=593.3 frames, utt_pad_proportion=0.06025, over 16718.23 utterances.], batch size: 75, lr: 6.54e-04
2022-08-22 12:38:16,406 INFO [train.py:927] (6/8) Epoch 4, batch 22150, giga_loss[loss=0.1975, simple_loss=0.286, pruned_loss=0.05447, over 12381.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03028, over 58.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3207, pruned_loss=0.08458, over 2473213.77 frames. utt_duration=611.9 frames, utt_pad_proportion=0.06662, over 16206.09 utterances.], libri_tot_loss[loss=0.2574, simple_loss=0.3262, pruned_loss=0.0943, over 2468430.75 frames. utt_duration=1214 frames, utt_pad_proportion=0.07217, over 8144.22 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3198, pruned_loss=0.08313, over 2473781.09 frames. utt_duration=576.7 frames, utt_pad_proportion=0.06379, over 17203.63 utterances.], batch size: 58, lr: 6.54e-04
2022-08-22 12:39:58,513 INFO [train.py:927] (6/8) Epoch 4, batch 22200, giga_loss[loss=0.2599, simple_loss=0.3385, pruned_loss=0.0907, over 12239.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.0298, over 45.00 utterances.], tot_loss[loss=0.244, simple_loss=0.32, pruned_loss=0.08398, over 2472574.40 frames. utt_duration=620.5 frames, utt_pad_proportion=0.06303, over 15979.03 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3261, pruned_loss=0.09426, over 2468426.51 frames. utt_duration=1204 frames, utt_pad_proportion=0.07529, over 8212.18 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3193, pruned_loss=0.08261, over 2473161.98 frames. utt_duration=586.2 frames, utt_pad_proportion=0.05942, over 16919.49 utterances.], batch size: 45, lr: 6.54e-04
2022-08-22 12:41:40,009 INFO [train.py:927] (6/8) Epoch 4, batch 22250, giga_loss[loss=0.224, simple_loss=0.3123, pruned_loss=0.06786, over 12443.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3184, pruned_loss=0.08338, over 2471882.19 frames. utt_duration=625.3 frames, utt_pad_proportion=0.06285, over 15851.51 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3262, pruned_loss=0.09416, over 2468542.30 frames. utt_duration=1207 frames, utt_pad_proportion=0.07443, over 8193.37 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3176, pruned_loss=0.0821, over 2472355.04 frames. utt_duration=589.3 frames, utt_pad_proportion=0.06016, over 16824.06 utterances.], batch size: 75, lr: 6.54e-04
2022-08-22 12:43:22,665 INFO [train.py:927] (6/8) Epoch 4, batch 22300, giga_loss[loss=0.2003, simple_loss=0.2778, pruned_loss=0.06138, over 12203.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04043, over 28.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3163, pruned_loss=0.08252, over 2471244.92 frames. utt_duration=634.8 frames, utt_pad_proportion=0.06155, over 15609.36 utterances.], libri_tot_loss[loss=0.257, simple_loss=0.326, pruned_loss=0.09406, over 2468608.63 frames. utt_duration=1209 frames, utt_pad_proportion=0.07305, over 8178.69 utterances.], giga_tot_loss[loss=0.2391, simple_loss=0.3156, pruned_loss=0.08127, over 2471627.06 frames. utt_duration=596.6 frames, utt_pad_proportion=0.05993, over 16613.75 utterances.], batch size: 28, lr: 6.54e-04
2022-08-22 12:45:03,615 INFO [train.py:927] (6/8) Epoch 4, batch 22350, giga_loss[loss=0.2371, simple_loss=0.3107, pruned_loss=0.08175, over 12401.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05635, over 162.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3136, pruned_loss=0.08098, over 2471208.59 frames. utt_duration=655.3 frames, utt_pad_proportion=0.06081, over 15119.52 utterances.], libri_tot_loss[loss=0.2573, simple_loss=0.3262, pruned_loss=0.09417, over 2468762.03 frames. utt_duration=1208 frames, utt_pad_proportion=0.07221, over 8184.27 utterances.], giga_tot_loss[loss=0.2358, simple_loss=0.3125, pruned_loss=0.07954, over 2471475.25 frames. utt_duration=615.2 frames, utt_pad_proportion=0.05971, over 16109.30 utterances.], batch size: 162, lr: 6.53e-04
2022-08-22 12:46:46,228 INFO [train.py:927] (6/8) Epoch 4, batch 22400, giga_loss[loss=0.2406, simple_loss=0.3121, pruned_loss=0.08452, over 12404.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03805, over 113.00 utterances.], tot_loss[loss=0.235, simple_loss=0.3105, pruned_loss=0.07975, over 2471863.39 frames. utt_duration=634.3 frames, utt_pad_proportion=0.05656, over 15625.51 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.3258, pruned_loss=0.09398, over 2468737.07 frames. utt_duration=1211 frames, utt_pad_proportion=0.07173, over 8163.49 utterances.], giga_tot_loss[loss=0.2336, simple_loss=0.3099, pruned_loss=0.07866, over 2472106.60 frames. utt_duration=601.3 frames, utt_pad_proportion=0.0561, over 16484.91 utterances.], batch size: 113, lr: 6.53e-04
2022-08-22 12:48:26,624 INFO [train.py:927] (6/8) Epoch 4, batch 22450, libri_loss[loss=0.2652, simple_loss=0.3321, pruned_loss=0.09915, over 12289.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007022, over 35.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3075, pruned_loss=0.07807, over 2471242.75 frames. utt_duration=651.7 frames, utt_pad_proportion=0.05224, over 15203.95 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3257, pruned_loss=0.09375, over 2468248.08 frames. utt_duration=1218 frames, utt_pad_proportion=0.0702, over 8114.26 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3066, pruned_loss=0.07699, over 2471966.35 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05259, over 16132.48 utterances.], batch size: 35, lr: 6.53e-04
2022-08-22 12:50:06,702 INFO [train.py:927] (6/8) Epoch 4, batch 22500, giga_loss[loss=0.2148, simple_loss=0.3015, pruned_loss=0.06402, over 12340.00 frames. utt_duration=797.7 frames, utt_pad_proportion=0.03431, over 62.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3072, pruned_loss=0.07759, over 2472033.44 frames. utt_duration=660.7 frames, utt_pad_proportion=0.0493, over 15000.17 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3257, pruned_loss=0.09377, over 2468277.05 frames. utt_duration=1218 frames, utt_pad_proportion=0.06944, over 8118.45 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3061, pruned_loss=0.07629, over 2472688.66 frames. utt_duration=622.4 frames, utt_pad_proportion=0.04984, over 15929.29 utterances.], batch size: 62, lr: 6.53e-04
2022-08-22 12:51:48,629 INFO [train.py:927] (6/8) Epoch 4, batch 22550, giga_loss[loss=0.2087, simple_loss=0.2878, pruned_loss=0.06477, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03603, over 40.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3095, pruned_loss=0.07838, over 2472970.94 frames. utt_duration=609.7 frames, utt_pad_proportion=0.05742, over 16265.07 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3256, pruned_loss=0.09382, over 2468563.65 frames. utt_duration=1219 frames, utt_pad_proportion=0.06851, over 8110.71 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3082, pruned_loss=0.07692, over 2473331.95 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05757, over 17172.47 utterances.], batch size: 40, lr: 6.53e-04
2022-08-22 12:53:27,774 INFO [train.py:927] (6/8) Epoch 4, batch 22600, giga_loss[loss=0.2028, simple_loss=0.2876, pruned_loss=0.05898, over 12377.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02523, over 66.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3088, pruned_loss=0.07731, over 2473761.51 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06343, over 17446.56 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3252, pruned_loss=0.09363, over 2468280.95 frames. utt_duration=1222 frames, utt_pad_proportion=0.06788, over 8091.06 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.308, pruned_loss=0.07612, over 2474352.67 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06347, over 18293.00 utterances.], batch size: 66, lr: 6.53e-04
2022-08-22 12:55:10,039 INFO [train.py:927] (6/8) Epoch 4, batch 22650, giga_loss[loss=0.3077, simple_loss=0.3652, pruned_loss=0.1251, over 12374.00 frames. utt_duration=195.5 frames, utt_pad_proportion=0.09493, over 255.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3102, pruned_loss=0.07833, over 2473853.40 frames. utt_duration=568.1 frames, utt_pad_proportion=0.06079, over 17463.57 utterances.], libri_tot_loss[loss=0.2569, simple_loss=0.326, pruned_loss=0.09385, over 2468412.78 frames. utt_duration=1226 frames, utt_pad_proportion=0.0663, over 8066.68 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3083, pruned_loss=0.07674, over 2474355.45 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06151, over 18420.59 utterances.], batch size: 255, lr: 6.53e-04
2022-08-22 12:56:51,313 INFO [train.py:927] (6/8) Epoch 4, batch 22700, giga_loss[loss=0.3121, simple_loss=0.3593, pruned_loss=0.1324, over 12357.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1025, over 257.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3122, pruned_loss=0.07986, over 2473285.01 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05732, over 17329.14 utterances.], libri_tot_loss[loss=0.2567, simple_loss=0.3259, pruned_loss=0.09378, over 2468171.04 frames. utt_duration=1233 frames, utt_pad_proportion=0.06409, over 8013.73 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3102, pruned_loss=0.07804, over 2474170.83 frames. utt_duration=535.3 frames, utt_pad_proportion=0.05884, over 18538.18 utterances.], batch size: 257, lr: 6.52e-04
2022-08-22 12:58:31,277 INFO [train.py:927] (6/8) Epoch 4, batch 22750, giga_loss[loss=0.2557, simple_loss=0.3306, pruned_loss=0.09044, over 12411.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.0722, over 212.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3126, pruned_loss=0.07966, over 2473089.77 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05702, over 16928.05 utterances.], libri_tot_loss[loss=0.2558, simple_loss=0.325, pruned_loss=0.09329, over 2468383.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.06301, over 7984.48 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3115, pruned_loss=0.07835, over 2473719.35 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05869, over 18132.19 utterances.], batch size: 212, lr: 6.52e-04
2022-08-22 13:00:10,933 INFO [train.py:927] (6/8) Epoch 4, batch 22800, giga_loss[loss=0.224, simple_loss=0.3044, pruned_loss=0.07182, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.02997, over 39.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3128, pruned_loss=0.07907, over 2472695.64 frames. utt_duration=592.6 frames, utt_pad_proportion=0.05666, over 16733.90 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3249, pruned_loss=0.09326, over 2468590.92 frames. utt_duration=1240 frames, utt_pad_proportion=0.06252, over 7975.68 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3119, pruned_loss=0.07793, over 2473031.77 frames. utt_duration=558.1 frames, utt_pad_proportion=0.05821, over 17773.60 utterances.], batch size: 39, lr: 6.52e-04
2022-08-22 13:01:54,258 INFO [train.py:927] (6/8) Epoch 4, batch 22850, giga_loss[loss=0.212, simple_loss=0.2944, pruned_loss=0.06481, over 12452.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3123, pruned_loss=0.07869, over 2472788.33 frames. utt_duration=597 frames, utt_pad_proportion=0.06119, over 16611.04 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3248, pruned_loss=0.09324, over 2468544.53 frames. utt_duration=1229 frames, utt_pad_proportion=0.06641, over 8041.60 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3115, pruned_loss=0.0775, over 2473184.76 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06055, over 17567.40 utterances.], batch size: 75, lr: 6.52e-04
2022-08-22 13:03:33,090 INFO [train.py:927] (6/8) Epoch 4, batch 22900, giga_loss[loss=0.2277, simple_loss=0.3109, pruned_loss=0.07223, over 12405.00 frames. utt_duration=802 frames, utt_pad_proportion=0.02906, over 62.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3135, pruned_loss=0.07901, over 2473537.90 frames. utt_duration=604.2 frames, utt_pad_proportion=0.06069, over 16416.85 utterances.], libri_tot_loss[loss=0.2572, simple_loss=0.3271, pruned_loss=0.09359, over 2468289.32 frames. utt_duration=1233 frames, utt_pad_proportion=0.06498, over 8017.52 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.3101, pruned_loss=0.0772, over 2474237.15 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06076, over 17489.60 utterances.], batch size: 62, lr: 6.52e-04
2022-08-22 13:05:11,306 INFO [train.py:927] (6/8) Epoch 4, batch 22950, giga_loss[loss=0.2809, simple_loss=0.358, pruned_loss=0.1019, over 12431.00 frames. utt_duration=579.7 frames, utt_pad_proportion=0.03697, over 86.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3124, pruned_loss=0.07846, over 2472970.00 frames. utt_duration=623 frames, utt_pad_proportion=0.05871, over 15916.63 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3268, pruned_loss=0.09324, over 2468471.71 frames. utt_duration=1241 frames, utt_pad_proportion=0.06275, over 7968.82 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3093, pruned_loss=0.07664, over 2473576.95 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05973, over 17203.29 utterances.], batch size: 86, lr: 6.52e-04
2022-08-22 13:06:50,396 INFO [train.py:927] (6/8) Epoch 4, batch 23000, libri_loss[loss=0.2188, simple_loss=0.2877, pruned_loss=0.07497, over 12424.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.005855, over 30.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3121, pruned_loss=0.07788, over 2471935.10 frames. utt_duration=607.3 frames, utt_pad_proportion=0.05934, over 16320.61 utterances.], libri_tot_loss[loss=0.2556, simple_loss=0.3258, pruned_loss=0.09273, over 2468390.84 frames. utt_duration=1247 frames, utt_pad_proportion=0.06129, over 7924.89 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.31, pruned_loss=0.07633, over 2472627.83 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06061, over 17689.40 utterances.], batch size: 30, lr: 6.51e-04
2022-08-22 13:08:29,839 INFO [train.py:927] (6/8) Epoch 4, batch 23050, giga_loss[loss=0.3, simple_loss=0.3475, pruned_loss=0.1262, over 12386.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.312, pruned_loss=0.07889, over 2472628.71 frames. utt_duration=577.2 frames, utt_pad_proportion=0.06084, over 17180.90 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3254, pruned_loss=0.09258, over 2468336.27 frames. utt_duration=1244 frames, utt_pad_proportion=0.06225, over 7943.53 utterances.], giga_tot_loss[loss=0.2327, simple_loss=0.3104, pruned_loss=0.07747, over 2473327.22 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06131, over 18455.00 utterances.], batch size: 257, lr: 6.51e-04
2022-08-22 13:10:08,939 INFO [train.py:927] (6/8) Epoch 4, batch 23100, giga_loss[loss=0.2326, simple_loss=0.3061, pruned_loss=0.07955, over 12426.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03325, over 75.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3098, pruned_loss=0.07897, over 2473522.32 frames. utt_duration=583.5 frames, utt_pad_proportion=0.05809, over 16999.92 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3253, pruned_loss=0.09269, over 2468258.85 frames. utt_duration=1247 frames, utt_pad_proportion=0.06129, over 7925.80 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3083, pruned_loss=0.0775, over 2474211.96 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05901, over 18188.44 utterances.], batch size: 75, lr: 6.51e-04
2022-08-22 13:11:51,197 INFO [train.py:927] (6/8) Epoch 4, batch 23150, giga_loss[loss=0.2066, simple_loss=0.2937, pruned_loss=0.05976, over 12447.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3079, pruned_loss=0.07826, over 2473243.54 frames. utt_duration=568 frames, utt_pad_proportion=0.05523, over 17463.75 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3251, pruned_loss=0.09268, over 2468194.56 frames. utt_duration=1249 frames, utt_pad_proportion=0.06111, over 7914.17 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3068, pruned_loss=0.07706, over 2473862.67 frames. utt_duration=537.9 frames, utt_pad_proportion=0.05615, over 18446.69 utterances.], batch size: 75, lr: 6.51e-04
2022-08-22 13:13:32,042 INFO [train.py:927] (6/8) Epoch 4, batch 23200, giga_loss[loss=0.1767, simple_loss=0.2531, pruned_loss=0.05022, over 12447.00 frames. utt_duration=1917 frames, utt_pad_proportion=0.03546, over 26.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3048, pruned_loss=0.07671, over 2473971.38 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05314, over 17378.07 utterances.], libri_tot_loss[loss=0.2555, simple_loss=0.3257, pruned_loss=0.0927, over 2468205.27 frames. utt_duration=1250 frames, utt_pad_proportion=0.06046, over 7905.10 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3031, pruned_loss=0.07551, over 2474560.17 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05417, over 18327.95 utterances.], batch size: 26, lr: 6.51e-04
2022-08-22 13:15:11,486 INFO [train.py:927] (6/8) Epoch 4, batch 23250, giga_loss[loss=0.2074, simple_loss=0.2907, pruned_loss=0.06202, over 12382.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02715, over 91.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3034, pruned_loss=0.07618, over 2473907.53 frames. utt_duration=560.9 frames, utt_pad_proportion=0.05366, over 17688.49 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3259, pruned_loss=0.0929, over 2468287.72 frames. utt_duration=1244 frames, utt_pad_proportion=0.06065, over 7943.62 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3016, pruned_loss=0.07478, over 2474409.56 frames. utt_duration=534.2 frames, utt_pad_proportion=0.05432, over 18578.57 utterances.], batch size: 91, lr: 6.51e-04
2022-08-22 13:16:51,609 INFO [train.py:927] (6/8) Epoch 4, batch 23300, giga_loss[loss=0.2064, simple_loss=0.2926, pruned_loss=0.0601, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02954, over 48.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3042, pruned_loss=0.07585, over 2474005.25 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05141, over 17383.61 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3259, pruned_loss=0.09296, over 2468158.28 frames. utt_duration=1246 frames, utt_pad_proportion=0.06044, over 7934.91 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3026, pruned_loss=0.07462, over 2474537.95 frames. utt_duration=547.4 frames, utt_pad_proportion=0.0521, over 18131.17 utterances.], batch size: 48, lr: 6.50e-04
2022-08-22 13:18:33,016 INFO [train.py:927] (6/8) Epoch 4, batch 23350, giga_loss[loss=0.2188, simple_loss=0.3017, pruned_loss=0.06794, over 12171.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03155, over 36.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3073, pruned_loss=0.07747, over 2473934.60 frames. utt_duration=571.6 frames, utt_pad_proportion=0.05351, over 17358.56 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.3259, pruned_loss=0.09318, over 2468464.03 frames. utt_duration=1244 frames, utt_pad_proportion=0.05987, over 7944.57 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3054, pruned_loss=0.07571, over 2474310.84 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05403, over 18285.10 utterances.], batch size: 36, lr: 6.50e-04
2022-08-22 13:20:17,159 INFO [train.py:927] (6/8) Epoch 4, batch 23400, giga_loss[loss=0.2366, simple_loss=0.3103, pruned_loss=0.08144, over 12267.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02746, over 54.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3124, pruned_loss=0.08123, over 2473464.76 frames. utt_duration=559 frames, utt_pad_proportion=0.058, over 17746.96 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.326, pruned_loss=0.09314, over 2468665.93 frames. utt_duration=1248 frames, utt_pad_proportion=0.05926, over 7919.53 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3106, pruned_loss=0.07966, over 2473648.15 frames. utt_duration=532.5 frames, utt_pad_proportion=0.05845, over 18633.72 utterances.], batch size: 54, lr: 6.50e-04
2022-08-22 13:22:03,934 INFO [train.py:927] (6/8) Epoch 4, batch 23450, giga_loss[loss=0.2539, simple_loss=0.3307, pruned_loss=0.08854, over 12435.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03647, over 105.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3206, pruned_loss=0.08728, over 2473998.93 frames. utt_duration=529 frames, utt_pad_proportion=0.06111, over 18758.26 utterances.], libri_tot_loss[loss=0.2562, simple_loss=0.3262, pruned_loss=0.09316, over 2468805.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.05815, over 7920.57 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3188, pruned_loss=0.08582, over 2474123.33 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06175, over 19689.41 utterances.], batch size: 105, lr: 6.50e-04
2022-08-22 13:23:45,513 INFO [train.py:927] (6/8) Epoch 4, batch 23500, giga_loss[loss=0.331, simple_loss=0.3824, pruned_loss=0.1398, over 12423.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03171, over 80.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3287, pruned_loss=0.09405, over 2473980.31 frames. utt_duration=503.9 frames, utt_pad_proportion=0.06874, over 19696.24 utterances.], libri_tot_loss[loss=0.2561, simple_loss=0.326, pruned_loss=0.0931, over 2468669.21 frames. utt_duration=1252 frames, utt_pad_proportion=0.05706, over 7894.83 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3274, pruned_loss=0.09291, over 2474325.79 frames. utt_duration=478.9 frames, utt_pad_proportion=0.06938, over 20730.12 utterances.], batch size: 80, lr: 6.50e-04
2022-08-22 13:25:35,011 INFO [train.py:927] (6/8) Epoch 4, batch 23550, giga_loss[loss=0.2965, simple_loss=0.3619, pruned_loss=0.1155, over 12339.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.0277, over 48.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3366, pruned_loss=0.09987, over 2474296.81 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07121, over 20165.57 utterances.], libri_tot_loss[loss=0.2568, simple_loss=0.3269, pruned_loss=0.0933, over 2469139.22 frames. utt_duration=1251 frames, utt_pad_proportion=0.05645, over 7903.11 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.335, pruned_loss=0.09895, over 2474298.53 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07198, over 21383.24 utterances.], batch size: 48, lr: 6.50e-04
2022-08-22 13:27:19,375 INFO [train.py:927] (6/8) Epoch 4, batch 23600, giga_loss[loss=0.2661, simple_loss=0.3324, pruned_loss=0.09983, over 12313.00 frames. utt_duration=913.4 frames, utt_pad_proportion=0.0241, over 54.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.3396, pruned_loss=0.1029, over 2474443.87 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07434, over 20700.43 utterances.], libri_tot_loss[loss=0.2566, simple_loss=0.3268, pruned_loss=0.09319, over 2469564.85 frames. utt_duration=1255 frames, utt_pad_proportion=0.05476, over 7878.86 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.339, pruned_loss=0.1026, over 2474255.94 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07557, over 22240.69 utterances.], batch size: 54, lr: 6.49e-04
2022-08-22 13:29:05,301 INFO [train.py:927] (6/8) Epoch 4, batch 23650, giga_loss[loss=0.3079, simple_loss=0.3767, pruned_loss=0.1196, over 12402.00 frames. utt_duration=404.7 frames, utt_pad_proportion=0.03876, over 123.00 utterances.], tot_loss[loss=0.279, simple_loss=0.3435, pruned_loss=0.1073, over 2474111.50 frames. utt_duration=459.2 frames, utt_pad_proportion=0.0808, over 21621.67 utterances.], libri_tot_loss[loss=0.2559, simple_loss=0.3263, pruned_loss=0.09279, over 2469525.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05369, over 7843.85 utterances.], giga_tot_loss[loss=0.2796, simple_loss=0.3438, pruned_loss=0.1077, over 2474130.12 frames. utt_duration=427.2 frames, utt_pad_proportion=0.08186, over 23246.92 utterances.], batch size: 123, lr: 6.49e-04
2022-08-22 13:30:54,798 INFO [train.py:927] (6/8) Epoch 4, batch 23700, giga_loss[loss=0.2408, simple_loss=0.3114, pruned_loss=0.08511, over 12362.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02806, over 85.00 utterances.], tot_loss[loss=0.2836, simple_loss=0.3469, pruned_loss=0.1102, over 2474960.49 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07503, over 21628.25 utterances.], libri_tot_loss[loss=0.2557, simple_loss=0.3262, pruned_loss=0.09266, over 2469361.24 frames. utt_duration=1263 frames, utt_pad_proportion=0.05287, over 7827.07 utterances.], giga_tot_loss[loss=0.2847, simple_loss=0.3476, pruned_loss=0.1109, over 2475218.03 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07659, over 23178.22 utterances.], batch size: 85, lr: 6.49e-04
2022-08-22 13:32:39,978 INFO [train.py:927] (6/8) Epoch 4, batch 23750, giga_loss[loss=0.2857, simple_loss=0.3542, pruned_loss=0.1086, over 12401.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.03648, over 113.00 utterances.], tot_loss[loss=0.283, simple_loss=0.346, pruned_loss=0.11, over 2475036.25 frames. utt_duration=465 frames, utt_pad_proportion=0.07585, over 21355.94 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3256, pruned_loss=0.09234, over 2469019.87 frames. utt_duration=1269 frames, utt_pad_proportion=0.05194, over 7794.75 utterances.], giga_tot_loss[loss=0.285, simple_loss=0.3475, pruned_loss=0.1113, over 2475684.71 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07752, over 22924.90 utterances.], batch size: 113, lr: 6.49e-04
2022-08-22 13:34:21,610 INFO [train.py:927] (6/8) Epoch 4, batch 23800, giga_loss[loss=0.2807, simple_loss=0.351, pruned_loss=0.1052, over 12421.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02942, over 43.00 utterances.], tot_loss[loss=0.2843, simple_loss=0.3476, pruned_loss=0.1105, over 2474676.37 frames. utt_duration=458.3 frames, utt_pad_proportion=0.07608, over 21665.00 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.325, pruned_loss=0.09194, over 2468310.17 frames. utt_duration=1275 frames, utt_pad_proportion=0.05061, over 7754.44 utterances.], giga_tot_loss[loss=0.2875, simple_loss=0.3501, pruned_loss=0.1125, over 2476049.87 frames. utt_duration=424.5 frames, utt_pad_proportion=0.07801, over 23408.98 utterances.], batch size: 43, lr: 6.49e-04
2022-08-22 13:36:04,687 INFO [train.py:927] (6/8) Epoch 4, batch 23850, giga_loss[loss=0.2492, simple_loss=0.3269, pruned_loss=0.08573, over 12411.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03086, over 80.00 utterances.], tot_loss[loss=0.2853, simple_loss=0.3485, pruned_loss=0.1111, over 2475233.27 frames. utt_duration=440.1 frames, utt_pad_proportion=0.08382, over 22573.46 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3257, pruned_loss=0.09245, over 2468416.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05426, over 7821.64 utterances.], giga_tot_loss[loss=0.2881, simple_loss=0.3506, pruned_loss=0.1128, over 2476443.17 frames. utt_duration=407.5 frames, utt_pad_proportion=0.08413, over 24397.53 utterances.], batch size: 80, lr: 6.49e-04
2022-08-22 13:37:49,823 INFO [train.py:927] (6/8) Epoch 4, batch 23900, giga_loss[loss=0.26, simple_loss=0.3297, pruned_loss=0.09521, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03302, over 97.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3462, pruned_loss=0.1081, over 2475340.87 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08173, over 22711.71 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3255, pruned_loss=0.09235, over 2468638.45 frames. utt_duration=1267 frames, utt_pad_proportion=0.05358, over 7802.22 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3485, pruned_loss=0.1099, over 2476234.31 frames. utt_duration=406.7 frames, utt_pad_proportion=0.08247, over 24443.10 utterances.], batch size: 97, lr: 6.49e-04
2022-08-22 13:39:32,307 INFO [train.py:927] (6/8) Epoch 4, batch 23950, giga_loss[loss=0.2515, simple_loss=0.3265, pruned_loss=0.08824, over 12385.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02709, over 91.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3427, pruned_loss=0.1049, over 2474628.63 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07895, over 22191.70 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3255, pruned_loss=0.09239, over 2468924.43 frames. utt_duration=1270 frames, utt_pad_proportion=0.05279, over 7786.24 utterances.], giga_tot_loss[loss=0.2789, simple_loss=0.3449, pruned_loss=0.1065, over 2475194.18 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08011, over 23845.97 utterances.], batch size: 91, lr: 6.48e-04
2022-08-22 13:41:18,753 INFO [train.py:927] (6/8) Epoch 4, batch 24000, libri_loss[loss=0.2932, simple_loss=0.3531, pruned_loss=0.1166, over 12320.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.06143, over 51.00 utterances.], tot_loss[loss=0.274, simple_loss=0.3411, pruned_loss=0.1034, over 2474274.03 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07492, over 21368.11 utterances.], libri_tot_loss[loss=0.2551, simple_loss=0.3254, pruned_loss=0.09243, over 2468827.99 frames. utt_duration=1269 frames, utt_pad_proportion=0.05233, over 7789.53 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3431, pruned_loss=0.1049, over 2474913.68 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07641, over 22930.75 utterances.], batch size: 51, lr: 6.48e-04
2022-08-22 13:41:18,754 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 13:41:32,430 INFO [train.py:967] (6/8) Epoch 4, validation: loss=0.1919, simple_loss=0.3014, pruned_loss=0.04118, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 13:43:27,552 INFO [train.py:927] (6/8) Epoch 4, batch 24050, libri_loss[loss=0.26, simple_loss=0.3315, pruned_loss=0.09426, over 12235.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005602, over 34.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3397, pruned_loss=0.1017, over 2474506.66 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08122, over 22086.52 utterances.], libri_tot_loss[loss=0.2552, simple_loss=0.3254, pruned_loss=0.09253, over 2468776.68 frames. utt_duration=1271 frames, utt_pad_proportion=0.05186, over 7780.67 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3415, pruned_loss=0.1029, over 2475154.73 frames. utt_duration=422 frames, utt_pad_proportion=0.08231, over 23539.88 utterances.], batch size: 34, lr: 6.48e-04
2022-08-22 13:45:12,387 INFO [train.py:927] (6/8) Epoch 4, batch 24100, giga_loss[loss=0.2547, simple_loss=0.3313, pruned_loss=0.08908, over 12432.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3413, pruned_loss=0.1007, over 2475092.14 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07935, over 22090.20 utterances.], libri_tot_loss[loss=0.2553, simple_loss=0.3257, pruned_loss=0.09243, over 2469076.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.05111, over 7762.15 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3428, pruned_loss=0.1019, over 2475442.53 frames. utt_duration=422.1 frames, utt_pad_proportion=0.08071, over 23536.89 utterances.], batch size: 80, lr: 6.48e-04
2022-08-22 13:46:54,830 INFO [train.py:927] (6/8) Epoch 4, batch 24150, giga_loss[loss=0.2963, simple_loss=0.3559, pruned_loss=0.1183, over 12390.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0392, over 113.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3415, pruned_loss=0.1006, over 2474760.75 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07327, over 21012.42 utterances.], libri_tot_loss[loss=0.2549, simple_loss=0.3257, pruned_loss=0.09202, over 2469024.83 frames. utt_duration=1279 frames, utt_pad_proportion=0.05018, over 7730.82 utterances.], giga_tot_loss[loss=0.2737, simple_loss=0.3431, pruned_loss=0.1021, over 2475240.72 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07527, over 22553.55 utterances.], batch size: 113, lr: 6.48e-04
2022-08-22 13:48:37,109 INFO [train.py:927] (6/8) Epoch 4, batch 24200, giga_loss[loss=0.2262, simple_loss=0.3035, pruned_loss=0.07444, over 12339.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02467, over 45.00 utterances.], tot_loss[loss=0.2689, simple_loss=0.3383, pruned_loss=0.09976, over 2474033.75 frames. utt_duration=483.8 frames, utt_pad_proportion=0.07033, over 20515.54 utterances.], libri_tot_loss[loss=0.254, simple_loss=0.3248, pruned_loss=0.09165, over 2468637.25 frames. utt_duration=1283 frames, utt_pad_proportion=0.04949, over 7707.33 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3411, pruned_loss=0.1017, over 2475012.47 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07276, over 22379.90 utterances.], batch size: 45, lr: 6.48e-04
2022-08-22 13:50:23,485 INFO [train.py:927] (6/8) Epoch 4, batch 24250, giga_loss[loss=0.2238, simple_loss=0.298, pruned_loss=0.07481, over 12318.00 frames. utt_duration=1761 frames, utt_pad_proportion=0.03125, over 28.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3359, pruned_loss=0.09813, over 2472787.69 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07615, over 20382.34 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3242, pruned_loss=0.0913, over 2468584.89 frames. utt_duration=1287 frames, utt_pad_proportion=0.04878, over 7681.36 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3389, pruned_loss=0.1001, over 2473697.29 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07806, over 22117.08 utterances.], batch size: 28, lr: 6.47e-04
2022-08-22 13:52:09,326 INFO [train.py:927] (6/8) Epoch 4, batch 24300, giga_loss[loss=0.2342, simple_loss=0.3107, pruned_loss=0.07886, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.0463, over 34.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3356, pruned_loss=0.0963, over 2473775.70 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06882, over 19514.61 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3239, pruned_loss=0.09112, over 2468662.25 frames. utt_duration=1290 frames, utt_pad_proportion=0.04825, over 7662.21 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3384, pruned_loss=0.09812, over 2474479.21 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07117, over 21061.46 utterances.], batch size: 34, lr: 6.47e-04
2022-08-22 13:53:53,008 INFO [train.py:927] (6/8) Epoch 4, batch 24350, giga_loss[loss=0.218, simple_loss=0.3016, pruned_loss=0.0672, over 12346.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03409, over 62.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3342, pruned_loss=0.09619, over 2473872.42 frames. utt_duration=510.6 frames, utt_pad_proportion=0.07327, over 19433.99 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.324, pruned_loss=0.09113, over 2468537.63 frames. utt_duration=1281 frames, utt_pad_proportion=0.05221, over 7719.44 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3366, pruned_loss=0.09779, over 2474700.86 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07388, over 20957.42 utterances.], batch size: 62, lr: 6.47e-04
2022-08-22 13:55:37,531 INFO [train.py:927] (6/8) Epoch 4, batch 24400, libri_loss[loss=0.2215, simple_loss=0.2933, pruned_loss=0.07481, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005504, over 32.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3321, pruned_loss=0.09557, over 2474276.41 frames. utt_duration=531.9 frames, utt_pad_proportion=0.0685, over 18658.10 utterances.], libri_tot_loss[loss=0.2531, simple_loss=0.3238, pruned_loss=0.09123, over 2469058.93 frames. utt_duration=1281 frames, utt_pad_proportion=0.05203, over 7720.63 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3345, pruned_loss=0.0969, over 2474595.37 frames. utt_duration=491.6 frames, utt_pad_proportion=0.0696, over 20194.05 utterances.], batch size: 32, lr: 6.47e-04
2022-08-22 13:57:22,237 INFO [train.py:927] (6/8) Epoch 4, batch 24450, giga_loss[loss=0.2533, simple_loss=0.3275, pruned_loss=0.08954, over 12400.00 frames. utt_duration=473.7 frames, utt_pad_proportion=0.03916, over 105.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.331, pruned_loss=0.09504, over 2474447.70 frames. utt_duration=526.2 frames, utt_pad_proportion=0.0675, over 18859.66 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3243, pruned_loss=0.09138, over 2468815.58 frames. utt_duration=1271 frames, utt_pad_proportion=0.05523, over 7779.30 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3326, pruned_loss=0.09608, over 2475067.12 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06757, over 20289.66 utterances.], batch size: 105, lr: 6.47e-04
2022-08-22 13:59:06,641 INFO [train.py:927] (6/8) Epoch 4, batch 24500, giga_loss[loss=0.2327, simple_loss=0.3187, pruned_loss=0.0734, over 12433.00 frames. utt_duration=905.7 frames, utt_pad_proportion=0.0324, over 55.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3296, pruned_loss=0.09424, over 2474111.99 frames. utt_duration=530.7 frames, utt_pad_proportion=0.07058, over 18699.51 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3243, pruned_loss=0.09146, over 2468993.18 frames. utt_duration=1272 frames, utt_pad_proportion=0.05488, over 7773.49 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.331, pruned_loss=0.09501, over 2474483.75 frames. utt_duration=498 frames, utt_pad_proportion=0.07063, over 19931.16 utterances.], batch size: 55, lr: 6.47e-04
2022-08-22 14:00:49,228 INFO [train.py:927] (6/8) Epoch 4, batch 24550, giga_loss[loss=0.3257, simple_loss=0.3843, pruned_loss=0.1336, over 12484.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04074, over 31.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3307, pruned_loss=0.09431, over 2474543.99 frames. utt_duration=525.9 frames, utt_pad_proportion=0.07221, over 18873.82 utterances.], libri_tot_loss[loss=0.2539, simple_loss=0.3246, pruned_loss=0.09158, over 2469019.45 frames. utt_duration=1270 frames, utt_pad_proportion=0.05472, over 7785.93 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3316, pruned_loss=0.09491, over 2474944.82 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07233, over 20084.48 utterances.], batch size: 31, lr: 6.46e-04
2022-08-22 14:02:33,865 INFO [train.py:927] (6/8) Epoch 4, batch 24600, giga_loss[loss=0.2742, simple_loss=0.3409, pruned_loss=0.1037, over 12435.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.0357, over 37.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3319, pruned_loss=0.09472, over 2473834.86 frames. utt_duration=529.3 frames, utt_pad_proportion=0.07019, over 18745.63 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3255, pruned_loss=0.09167, over 2468576.36 frames. utt_duration=1273 frames, utt_pad_proportion=0.05351, over 7765.61 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.332, pruned_loss=0.09518, over 2474680.33 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07096, over 20024.25 utterances.], batch size: 37, lr: 6.46e-04
2022-08-22 14:04:19,741 INFO [train.py:927] (6/8) Epoch 4, batch 24650, libri_loss[loss=0.2675, simple_loss=0.361, pruned_loss=0.08698, over 12447.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006161, over 35.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3339, pruned_loss=0.0966, over 2473797.06 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06543, over 18392.95 utterances.], libri_tot_loss[loss=0.2544, simple_loss=0.3259, pruned_loss=0.09144, over 2468857.54 frames. utt_duration=1272 frames, utt_pad_proportion=0.05332, over 7772.28 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3337, pruned_loss=0.09726, over 2474334.75 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06656, over 19648.22 utterances.], batch size: 35, lr: 6.46e-04
2022-08-22 14:06:05,489 INFO [train.py:927] (6/8) Epoch 4, batch 24700, giga_loss[loss=0.2323, simple_loss=0.311, pruned_loss=0.07677, over 12337.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.05019, over 26.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3342, pruned_loss=0.09825, over 2473608.90 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06438, over 18721.96 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3255, pruned_loss=0.0913, over 2468840.99 frames. utt_duration=1277 frames, utt_pad_proportion=0.05232, over 7742.29 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3346, pruned_loss=0.09906, over 2474194.99 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06577, over 20005.35 utterances.], batch size: 26, lr: 6.46e-04
2022-08-22 14:07:50,837 INFO [train.py:927] (6/8) Epoch 4, batch 24750, giga_loss[loss=0.2594, simple_loss=0.338, pruned_loss=0.09041, over 12359.00 frames. utt_duration=707.9 frames, utt_pad_proportion=0.02894, over 70.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3348, pruned_loss=0.0994, over 2473928.90 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06844, over 19736.41 utterances.], libri_tot_loss[loss=0.2536, simple_loss=0.3251, pruned_loss=0.09106, over 2468622.39 frames. utt_duration=1279 frames, utt_pad_proportion=0.05193, over 7729.90 utterances.], giga_tot_loss[loss=0.2681, simple_loss=0.3355, pruned_loss=0.1003, over 2474617.72 frames. utt_duration=476 frames, utt_pad_proportion=0.06945, over 20857.61 utterances.], batch size: 70, lr: 6.46e-04
2022-08-22 14:09:33,828 INFO [train.py:927] (6/8) Epoch 4, batch 24800, giga_loss[loss=0.237, simple_loss=0.3077, pruned_loss=0.08317, over 12454.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03376, over 86.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.334, pruned_loss=0.09775, over 2474520.61 frames. utt_duration=496.4 frames, utt_pad_proportion=0.0686, over 20000.89 utterances.], libri_tot_loss[loss=0.2534, simple_loss=0.3249, pruned_loss=0.09092, over 2468572.01 frames. utt_duration=1281 frames, utt_pad_proportion=0.05157, over 7718.60 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3349, pruned_loss=0.09867, over 2475156.10 frames. utt_duration=473 frames, utt_pad_proportion=0.06955, over 20996.77 utterances.], batch size: 86, lr: 6.46e-04
2022-08-22 14:11:21,770 INFO [train.py:927] (6/8) Epoch 4, batch 24850, giga_loss[loss=0.2529, simple_loss=0.3189, pruned_loss=0.09348, over 12449.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.0297, over 80.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3313, pruned_loss=0.0967, over 2474064.19 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07177, over 19824.95 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3245, pruned_loss=0.09059, over 2468377.17 frames. utt_duration=1286 frames, utt_pad_proportion=0.05007, over 7684.97 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3328, pruned_loss=0.09802, over 2475007.15 frames. utt_duration=469 frames, utt_pad_proportion=0.07314, over 21174.97 utterances.], batch size: 80, lr: 6.46e-04
2022-08-22 14:13:05,516 INFO [train.py:927] (6/8) Epoch 4, batch 24900, giga_loss[loss=0.4033, simple_loss=0.427, pruned_loss=0.1898, over 12377.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3323, pruned_loss=0.0976, over 2474230.48 frames. utt_duration=494.4 frames, utt_pad_proportion=0.07136, over 20079.61 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3244, pruned_loss=0.09062, over 2468374.04 frames. utt_duration=1288 frames, utt_pad_proportion=0.04973, over 7677.17 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3336, pruned_loss=0.09867, over 2475011.65 frames. utt_duration=467.1 frames, utt_pad_proportion=0.07263, over 21260.12 utterances.], batch size: 258, lr: 6.45e-04
2022-08-22 14:14:53,203 INFO [train.py:927] (6/8) Epoch 4, batch 24950, giga_loss[loss=0.2434, simple_loss=0.3266, pruned_loss=0.08012, over 12339.00 frames. utt_duration=706.5 frames, utt_pad_proportion=0.03081, over 70.00 utterances.], tot_loss[loss=0.2656, simple_loss=0.3361, pruned_loss=0.09751, over 2474073.44 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07136, over 20017.95 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3245, pruned_loss=0.09054, over 2468433.04 frames. utt_duration=1287 frames, utt_pad_proportion=0.04886, over 7681.70 utterances.], giga_tot_loss[loss=0.2673, simple_loss=0.3374, pruned_loss=0.09865, over 2474812.41 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07282, over 21288.94 utterances.], batch size: 70, lr: 6.45e-04
2022-08-22 14:16:36,531 INFO [train.py:927] (6/8) Epoch 4, batch 25000, giga_loss[loss=0.302, simple_loss=0.3493, pruned_loss=0.1273, over 12350.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2015, over 368.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.3366, pruned_loss=0.098, over 2474337.03 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07837, over 20615.33 utterances.], libri_tot_loss[loss=0.2516, simple_loss=0.3233, pruned_loss=0.08992, over 2468646.29 frames. utt_duration=1294 frames, utt_pad_proportion=0.04746, over 7638.72 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3393, pruned_loss=0.09979, over 2474983.36 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07986, over 22206.90 utterances.], batch size: 368, lr: 6.45e-04
2022-08-22 14:18:20,323 INFO [train.py:927] (6/8) Epoch 4, batch 25050, giga_loss[loss=0.2758, simple_loss=0.3385, pruned_loss=0.1066, over 12343.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.0331, over 97.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.34, pruned_loss=0.1013, over 2474537.54 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07857, over 21606.29 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3234, pruned_loss=0.09003, over 2468526.07 frames. utt_duration=1295 frames, utt_pad_proportion=0.04709, over 7631.36 utterances.], giga_tot_loss[loss=0.2738, simple_loss=0.3421, pruned_loss=0.1027, over 2475219.68 frames. utt_duration=432 frames, utt_pad_proportion=0.07989, over 22995.86 utterances.], batch size: 97, lr: 6.45e-04
2022-08-22 14:20:08,002 INFO [train.py:927] (6/8) Epoch 4, batch 25100, giga_loss[loss=0.2379, simple_loss=0.3088, pruned_loss=0.0835, over 12394.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02651, over 70.00 utterances.], tot_loss[loss=0.2715, simple_loss=0.3404, pruned_loss=0.1013, over 2474279.60 frames. utt_duration=472.2 frames, utt_pad_proportion=0.0774, over 21025.09 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3255, pruned_loss=0.09011, over 2468553.64 frames. utt_duration=1279 frames, utt_pad_proportion=0.05188, over 7727.46 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.3405, pruned_loss=0.1025, over 2474905.75 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07736, over 22284.41 utterances.], batch size: 70, lr: 6.45e-04
2022-08-22 14:21:52,727 INFO [train.py:927] (6/8) Epoch 4, batch 25150, giga_loss[loss=0.2238, simple_loss=0.3094, pruned_loss=0.06908, over 12453.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03111, over 75.00 utterances.], tot_loss[loss=0.2722, simple_loss=0.34, pruned_loss=0.1023, over 2474754.19 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07614, over 21387.78 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3256, pruned_loss=0.09046, over 2468590.73 frames. utt_duration=1279 frames, utt_pad_proportion=0.05129, over 7727.92 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3402, pruned_loss=0.1031, over 2475340.12 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07652, over 22656.94 utterances.], batch size: 75, lr: 6.45e-04
2022-08-22 14:23:36,713 INFO [train.py:927] (6/8) Epoch 4, batch 25200, giga_loss[loss=0.3278, simple_loss=0.3798, pruned_loss=0.1379, over 12391.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.06909, over 211.00 utterances.], tot_loss[loss=0.272, simple_loss=0.3392, pruned_loss=0.1024, over 2474205.79 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07343, over 21310.25 utterances.], libri_tot_loss[loss=0.2535, simple_loss=0.3256, pruned_loss=0.09067, over 2468050.27 frames. utt_duration=1275 frames, utt_pad_proportion=0.05151, over 7750.60 utterances.], giga_tot_loss[loss=0.273, simple_loss=0.3397, pruned_loss=0.1032, over 2475275.88 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07399, over 22600.04 utterances.], batch size: 211, lr: 6.44e-04
2022-08-22 14:25:21,231 INFO [train.py:927] (6/8) Epoch 4, batch 25250, giga_loss[loss=0.327, simple_loss=0.3779, pruned_loss=0.138, over 12415.00 frames. utt_duration=271.5 frames, utt_pad_proportion=0.06714, over 184.00 utterances.], tot_loss[loss=0.269, simple_loss=0.3361, pruned_loss=0.1009, over 2473999.83 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07773, over 21376.93 utterances.], libri_tot_loss[loss=0.2524, simple_loss=0.3245, pruned_loss=0.09013, over 2467629.66 frames. utt_duration=1277 frames, utt_pad_proportion=0.05093, over 7739.14 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.338, pruned_loss=0.1025, over 2475505.20 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07842, over 22976.47 utterances.], batch size: 184, lr: 6.44e-04
2022-08-22 14:27:03,757 INFO [train.py:927] (6/8) Epoch 4, batch 25300, giga_loss[loss=0.2644, simple_loss=0.3356, pruned_loss=0.09661, over 12389.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02545, over 48.00 utterances.], tot_loss[loss=0.2687, simple_loss=0.3363, pruned_loss=0.1006, over 2474068.79 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07423, over 21104.41 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3243, pruned_loss=0.09009, over 2467486.60 frames. utt_duration=1282 frames, utt_pad_proportion=0.05001, over 7708.95 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3382, pruned_loss=0.1021, over 2475543.99 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07546, over 22711.59 utterances.], batch size: 48, lr: 6.44e-04
2022-08-22 14:28:55,172 INFO [train.py:927] (6/8) Epoch 4, batch 25350, giga_loss[loss=0.3401, simple_loss=0.3787, pruned_loss=0.1508, over 12359.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1025, over 257.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3388, pruned_loss=0.1019, over 2474160.01 frames. utt_duration=455 frames, utt_pad_proportion=0.07785, over 21822.09 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3243, pruned_loss=0.09009, over 2467486.60 frames. utt_duration=1282 frames, utt_pad_proportion=0.05001, over 7708.95 utterances.], giga_tot_loss[loss=0.2732, simple_loss=0.3404, pruned_loss=0.103, over 2475308.18 frames. utt_duration=430.6 frames, utt_pad_proportion=0.0786, over 23072.98 utterances.], batch size: 257, lr: 6.44e-04
2022-08-22 14:30:37,928 INFO [train.py:927] (6/8) Epoch 4, batch 25400, giga_loss[loss=0.213, simple_loss=0.3087, pruned_loss=0.05868, over 12347.00 frames. utt_duration=749.8 frames, utt_pad_proportion=0.02869, over 66.00 utterances.], tot_loss[loss=0.2709, simple_loss=0.3412, pruned_loss=0.1003, over 2474051.62 frames. utt_duration=468.3 frames, utt_pad_proportion=0.08036, over 21197.00 utterances.], libri_tot_loss[loss=0.2533, simple_loss=0.3256, pruned_loss=0.09052, over 2467716.30 frames. utt_duration=1260 frames, utt_pad_proportion=0.05703, over 7843.41 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3416, pruned_loss=0.1011, over 2474898.76 frames. utt_duration=443.6 frames, utt_pad_proportion=0.079, over 22393.37 utterances.], batch size: 66, lr: 6.44e-04
2022-08-22 14:32:20,853 INFO [train.py:927] (6/8) Epoch 4, batch 25450, giga_loss[loss=0.2799, simple_loss=0.3498, pruned_loss=0.1051, over 12370.00 frames. utt_duration=854.8 frames, utt_pad_proportion=0.03089, over 58.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3437, pruned_loss=0.1027, over 2473924.67 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07959, over 21236.55 utterances.], libri_tot_loss[loss=0.2532, simple_loss=0.3255, pruned_loss=0.09047, over 2467788.69 frames. utt_duration=1255 frames, utt_pad_proportion=0.05759, over 7872.44 utterances.], giga_tot_loss[loss=0.2757, simple_loss=0.3443, pruned_loss=0.1035, over 2474606.08 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07853, over 22329.19 utterances.], batch size: 58, lr: 6.44e-04
2022-08-22 14:34:04,213 INFO [train.py:927] (6/8) Epoch 4, batch 25500, giga_loss[loss=0.2696, simple_loss=0.3343, pruned_loss=0.1025, over 12395.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03494, over 80.00 utterances.], tot_loss[loss=0.275, simple_loss=0.3431, pruned_loss=0.1035, over 2473394.30 frames. utt_duration=475.4 frames, utt_pad_proportion=0.0768, over 20876.66 utterances.], libri_tot_loss[loss=0.2528, simple_loss=0.3248, pruned_loss=0.09038, over 2467643.67 frames. utt_duration=1261 frames, utt_pad_proportion=0.05635, over 7839.58 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3447, pruned_loss=0.1046, over 2474259.18 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07665, over 22193.60 utterances.], batch size: 80, lr: 6.44e-04
2022-08-22 14:35:48,413 INFO [train.py:927] (6/8) Epoch 4, batch 25550, giga_loss[loss=0.2779, simple_loss=0.3542, pruned_loss=0.1008, over 12378.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.2714, simple_loss=0.3411, pruned_loss=0.1009, over 2473868.95 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07024, over 20122.49 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3241, pruned_loss=0.09009, over 2467590.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05519, over 7798.88 utterances.], giga_tot_loss[loss=0.274, simple_loss=0.3435, pruned_loss=0.1023, over 2474772.85 frames. utt_duration=460.9 frames, utt_pad_proportion=0.07101, over 21547.68 utterances.], batch size: 97, lr: 6.43e-04
2022-08-22 14:37:31,982 INFO [train.py:927] (6/8) Epoch 4, batch 25600, giga_loss[loss=0.2311, simple_loss=0.3195, pruned_loss=0.07136, over 12411.00 frames. utt_duration=710.5 frames, utt_pad_proportion=0.02538, over 70.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3408, pruned_loss=0.09919, over 2473447.83 frames. utt_duration=494 frames, utt_pad_proportion=0.06995, over 20087.52 utterances.], libri_tot_loss[loss=0.2521, simple_loss=0.3241, pruned_loss=0.09009, over 2467725.56 frames. utt_duration=1266 frames, utt_pad_proportion=0.05522, over 7806.12 utterances.], giga_tot_loss[loss=0.272, simple_loss=0.343, pruned_loss=0.1005, over 2474155.38 frames. utt_duration=463 frames, utt_pad_proportion=0.07071, over 21441.74 utterances.], batch size: 70, lr: 6.43e-04
2022-08-22 14:39:15,346 INFO [train.py:927] (6/8) Epoch 4, batch 25650, libri_loss[loss=0.2465, simple_loss=0.3176, pruned_loss=0.08768, over 12317.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005004, over 35.00 utterances.], tot_loss[loss=0.2692, simple_loss=0.3401, pruned_loss=0.09912, over 2473592.25 frames. utt_duration=500.2 frames, utt_pad_proportion=0.06561, over 19841.39 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3235, pruned_loss=0.08973, over 2467680.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05356, over 7771.96 utterances.], giga_tot_loss[loss=0.2724, simple_loss=0.3431, pruned_loss=0.1009, over 2474428.58 frames. utt_duration=462.5 frames, utt_pad_proportion=0.06722, over 21468.69 utterances.], batch size: 35, lr: 6.43e-04
2022-08-22 14:41:01,168 INFO [train.py:927] (6/8) Epoch 4, batch 25700, giga_loss[loss=0.2592, simple_loss=0.327, pruned_loss=0.09566, over 12424.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03016, over 80.00 utterances.], tot_loss[loss=0.2712, simple_loss=0.3404, pruned_loss=0.101, over 2474159.09 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07031, over 21120.76 utterances.], libri_tot_loss[loss=0.2511, simple_loss=0.3232, pruned_loss=0.08955, over 2467569.24 frames. utt_duration=1274 frames, utt_pad_proportion=0.0528, over 7756.73 utterances.], giga_tot_loss[loss=0.2744, simple_loss=0.3433, pruned_loss=0.1027, over 2475014.46 frames. utt_duration=438.8 frames, utt_pad_proportion=0.07151, over 22640.26 utterances.], batch size: 80, lr: 6.43e-04
2022-08-22 14:42:46,109 INFO [train.py:927] (6/8) Epoch 4, batch 25750, giga_loss[loss=0.2582, simple_loss=0.3206, pruned_loss=0.09785, over 12395.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03359, over 80.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3377, pruned_loss=0.09999, over 2474147.27 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06835, over 20925.89 utterances.], libri_tot_loss[loss=0.2507, simple_loss=0.3226, pruned_loss=0.08938, over 2467295.61 frames. utt_duration=1279 frames, utt_pad_proportion=0.05201, over 7724.17 utterances.], giga_tot_loss[loss=0.2721, simple_loss=0.3408, pruned_loss=0.1017, over 2475254.16 frames. utt_duration=442.5 frames, utt_pad_proportion=0.06976, over 22448.92 utterances.], batch size: 80, lr: 6.43e-04
2022-08-22 14:44:23,409 INFO [train.py:927] (6/8) Epoch 4, batch 25800, libri_loss[loss=0.2497, simple_loss=0.3175, pruned_loss=0.09097, over 12402.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005906, over 34.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3382, pruned_loss=0.1017, over 2474680.46 frames. utt_duration=460.2 frames, utt_pad_proportion=0.07407, over 21579.64 utterances.], libri_tot_loss[loss=0.2515, simple_loss=0.3232, pruned_loss=0.08995, over 2467750.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.05556, over 7806.73 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3408, pruned_loss=0.103, over 2475408.70 frames. utt_duration=427.5 frames, utt_pad_proportion=0.07401, over 23241.50 utterances.], batch size: 34, lr: 6.43e-04
2022-08-22 14:46:02,148 INFO [train.py:927] (6/8) Epoch 4, batch 25850, giga_loss[loss=0.232, simple_loss=0.3052, pruned_loss=0.0794, over 12476.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03481, over 43.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3343, pruned_loss=0.09779, over 2474855.96 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07339, over 21622.64 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.323, pruned_loss=0.08979, over 2467765.86 frames. utt_duration=1272 frames, utt_pad_proportion=0.05438, over 7767.14 utterances.], giga_tot_loss[loss=0.2677, simple_loss=0.3369, pruned_loss=0.09925, over 2475610.34 frames. utt_duration=425.3 frames, utt_pad_proportion=0.07388, over 23364.54 utterances.], batch size: 43, lr: 6.42e-04
2022-08-22 14:47:48,997 INFO [train.py:927] (6/8) Epoch 4, batch 25900, giga_loss[loss=0.2313, simple_loss=0.3107, pruned_loss=0.07597, over 12191.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03461, over 42.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3315, pruned_loss=0.09583, over 2474650.40 frames. utt_duration=468 frames, utt_pad_proportion=0.07548, over 21219.45 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3232, pruned_loss=0.08973, over 2467933.31 frames. utt_duration=1273 frames, utt_pad_proportion=0.05299, over 7764.44 utterances.], giga_tot_loss[loss=0.2641, simple_loss=0.3337, pruned_loss=0.09728, over 2475318.80 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07634, over 23043.35 utterances.], batch size: 42, lr: 6.42e-04
2022-08-22 14:49:33,272 INFO [train.py:927] (6/8) Epoch 4, batch 25950, giga_loss[loss=0.2689, simple_loss=0.3507, pruned_loss=0.09352, over 12308.00 frames. utt_duration=913.3 frames, utt_pad_proportion=0.02428, over 54.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3296, pruned_loss=0.09484, over 2474867.08 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07208, over 20587.62 utterances.], libri_tot_loss[loss=0.2514, simple_loss=0.3232, pruned_loss=0.08983, over 2467997.24 frames. utt_duration=1276 frames, utt_pad_proportion=0.05203, over 7746.43 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3316, pruned_loss=0.09604, over 2475496.92 frames. utt_duration=444.6 frames, utt_pad_proportion=0.07347, over 22344.69 utterances.], batch size: 54, lr: 6.42e-04
2022-08-22 14:51:16,891 INFO [train.py:927] (6/8) Epoch 4, batch 26000, giga_loss[loss=0.2335, simple_loss=0.3171, pruned_loss=0.07493, over 12313.00 frames. utt_duration=705 frames, utt_pad_proportion=0.03292, over 70.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3321, pruned_loss=0.09594, over 2475320.89 frames. utt_duration=468.5 frames, utt_pad_proportion=0.0787, over 21200.73 utterances.], libri_tot_loss[loss=0.2517, simple_loss=0.3236, pruned_loss=0.08992, over 2468117.02 frames. utt_duration=1264 frames, utt_pad_proportion=0.05558, over 7817.70 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3334, pruned_loss=0.09692, over 2475843.41 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07839, over 22771.75 utterances.], batch size: 70, lr: 6.42e-04
2022-08-22 14:53:00,031 INFO [train.py:927] (6/8) Epoch 4, batch 26050, libri_loss[loss=0.2549, simple_loss=0.3362, pruned_loss=0.08685, over 12145.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005399, over 35.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3341, pruned_loss=0.09711, over 2473837.65 frames. utt_duration=469.5 frames, utt_pad_proportion=0.07983, over 21143.88 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3254, pruned_loss=0.09023, over 2467520.01 frames. utt_duration=1269 frames, utt_pad_proportion=0.05412, over 7787.47 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3338, pruned_loss=0.09783, over 2475049.86 frames. utt_duration=434.1 frames, utt_pad_proportion=0.08025, over 22881.42 utterances.], batch size: 35, lr: 6.42e-04
2022-08-22 14:54:41,353 INFO [train.py:927] (6/8) Epoch 4, batch 26100, giga_loss[loss=0.279, simple_loss=0.3485, pruned_loss=0.1047, over 12332.00 frames. utt_duration=706.1 frames, utt_pad_proportion=0.03147, over 70.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3348, pruned_loss=0.09792, over 2473425.24 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07641, over 20550.04 utterances.], libri_tot_loss[loss=0.2529, simple_loss=0.3253, pruned_loss=0.09029, over 2467484.34 frames. utt_duration=1271 frames, utt_pad_proportion=0.05315, over 7774.88 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3349, pruned_loss=0.09858, over 2474579.33 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07746, over 22244.68 utterances.], batch size: 70, lr: 6.42e-04
2022-08-22 14:56:24,129 INFO [train.py:927] (6/8) Epoch 4, batch 26150, giga_loss[loss=0.2394, simple_loss=0.3228, pruned_loss=0.07801, over 12380.00 frames. utt_duration=800.2 frames, utt_pad_proportion=0.03128, over 62.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3357, pruned_loss=0.09897, over 2474029.85 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07871, over 20875.32 utterances.], libri_tot_loss[loss=0.2525, simple_loss=0.3247, pruned_loss=0.09014, over 2467948.60 frames. utt_duration=1273 frames, utt_pad_proportion=0.05184, over 7761.29 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3366, pruned_loss=0.09991, over 2474728.58 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08007, over 22664.39 utterances.], batch size: 62, lr: 6.42e-04
2022-08-22 14:58:10,726 INFO [train.py:927] (6/8) Epoch 4, batch 26200, giga_loss[loss=0.2974, simple_loss=0.3755, pruned_loss=0.1097, over 12457.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04244, over 114.00 utterances.], tot_loss[loss=0.2683, simple_loss=0.3366, pruned_loss=0.1001, over 2474594.72 frames. utt_duration=467.7 frames, utt_pad_proportion=0.08048, over 21231.79 utterances.], libri_tot_loss[loss=0.2522, simple_loss=0.3243, pruned_loss=0.09005, over 2467810.43 frames. utt_duration=1277 frames, utt_pad_proportion=0.05057, over 7739.05 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.338, pruned_loss=0.1012, over 2475440.15 frames. utt_duration=429.9 frames, utt_pad_proportion=0.08206, over 23110.03 utterances.], batch size: 114, lr: 6.41e-04
2022-08-22 14:59:56,284 INFO [train.py:927] (6/8) Epoch 4, batch 26250, giga_loss[loss=0.2756, simple_loss=0.3453, pruned_loss=0.103, over 12449.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03747, over 123.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3362, pruned_loss=0.09921, over 2473551.52 frames. utt_duration=471.6 frames, utt_pad_proportion=0.08256, over 21045.11 utterances.], libri_tot_loss[loss=0.2523, simple_loss=0.3241, pruned_loss=0.09019, over 2467517.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.05425, over 7781.14 utterances.], giga_tot_loss[loss=0.2693, simple_loss=0.3379, pruned_loss=0.1003, over 2474692.82 frames. utt_duration=432.7 frames, utt_pad_proportion=0.08306, over 22951.80 utterances.], batch size: 123, lr: 6.41e-04
2022-08-22 15:01:36,672 INFO [train.py:927] (6/8) Epoch 4, batch 26300, giga_loss[loss=0.2911, simple_loss=0.3435, pruned_loss=0.1194, over 12381.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07504, over 212.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3359, pruned_loss=0.09951, over 2474450.01 frames. utt_duration=472.3 frames, utt_pad_proportion=0.08048, over 21023.06 utterances.], libri_tot_loss[loss=0.2527, simple_loss=0.3244, pruned_loss=0.09051, over 2468006.65 frames. utt_duration=1249 frames, utt_pad_proportion=0.06144, over 7910.42 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3377, pruned_loss=0.1006, over 2475228.23 frames. utt_duration=431 frames, utt_pad_proportion=0.07953, over 23049.86 utterances.], batch size: 212, lr: 6.41e-04
2022-08-22 15:03:17,262 INFO [train.py:927] (6/8) Epoch 4, batch 26350, giga_loss[loss=0.25, simple_loss=0.3158, pruned_loss=0.09209, over 12272.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02792, over 42.00 utterances.], tot_loss[loss=0.2679, simple_loss=0.3356, pruned_loss=0.1001, over 2474491.45 frames. utt_duration=449.4 frames, utt_pad_proportion=0.08579, over 22094.78 utterances.], libri_tot_loss[loss=0.2541, simple_loss=0.3254, pruned_loss=0.09142, over 2468308.48 frames. utt_duration=1210 frames, utt_pad_proportion=0.07411, over 8171.16 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3363, pruned_loss=0.1003, over 2474959.86 frames. utt_duration=418.9 frames, utt_pad_proportion=0.08127, over 23712.96 utterances.], batch size: 42, lr: 6.41e-04
2022-08-22 15:04:44,412 INFO [train.py:844] (6/8) libri reaches end of dataloader
2022-08-22 15:07:12,197 INFO [train.py:927] (6/8) Epoch 5, batch 50, giga_loss[loss=0.2251, simple_loss=0.3126, pruned_loss=0.0688, over 12214.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03177, over 42.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3321, pruned_loss=0.08442, over 548405.16 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05907, over 3710.86 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3004, pruned_loss=0.069, over 96980.76 frames. utt_duration=1448 frames, utt_pad_proportion=0.01099, over 268.20 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3381, pruned_loss=0.08732, over 469847.07 frames. utt_duration=533.6 frames, utt_pad_proportion=0.06224, over 3532.14 utterances.], batch size: 42, lr: 6.31e-04
2022-08-22 15:08:55,526 INFO [train.py:927] (6/8) Epoch 5, batch 100, giga_loss[loss=0.201, simple_loss=0.284, pruned_loss=0.05904, over 12401.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04966, over 34.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3122, pruned_loss=0.07571, over 975212.14 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06396, over 6961.69 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3083, pruned_loss=0.07289, over 143975.64 frames. utt_duration=1428 frames, utt_pad_proportion=0.009951, over 403.88 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3129, pruned_loss=0.07614, over 882638.86 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06651, over 6793.64 utterances.], batch size: 34, lr: 6.31e-04
2022-08-22 15:10:37,445 INFO [train.py:927] (6/8) Epoch 5, batch 150, giga_loss[loss=0.1916, simple_loss=0.2702, pruned_loss=0.05654, over 12399.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02952, over 62.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2981, pruned_loss=0.06926, over 1307765.43 frames. utt_duration=599.2 frames, utt_pad_proportion=0.05925, over 8751.70 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3134, pruned_loss=0.07456, over 224282.69 frames. utt_duration=1259 frames, utt_pad_proportion=0.061, over 713.40 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2961, pruned_loss=0.06862, over 1191531.11 frames. utt_duration=557.6 frames, utt_pad_proportion=0.05831, over 8569.68 utterances.], batch size: 62, lr: 6.30e-04
2022-08-22 15:12:14,893 INFO [train.py:927] (6/8) Epoch 5, batch 200, giga_loss[loss=0.1948, simple_loss=0.282, pruned_loss=0.05378, over 12349.00 frames. utt_duration=750 frames, utt_pad_proportion=0.0285, over 66.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2869, pruned_loss=0.06454, over 1566341.95 frames. utt_duration=584.6 frames, utt_pad_proportion=0.06655, over 10743.83 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3081, pruned_loss=0.07167, over 312664.98 frames. utt_duration=1292 frames, utt_pad_proportion=0.04678, over 969.31 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2846, pruned_loss=0.06388, over 1435066.62 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06721, over 10674.09 utterances.], batch size: 66, lr: 6.30e-04
2022-08-22 15:13:56,140 INFO [train.py:927] (6/8) Epoch 5, batch 250, giga_loss[loss=0.1813, simple_loss=0.2597, pruned_loss=0.05147, over 12436.00 frames. utt_duration=475.3 frames, utt_pad_proportion=0.03397, over 105.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2795, pruned_loss=0.06173, over 1767541.94 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06159, over 12226.26 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3041, pruned_loss=0.06944, over 366190.45 frames. utt_duration=1326 frames, utt_pad_proportion=0.04219, over 1105.70 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2773, pruned_loss=0.06121, over 1644806.90 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06266, over 12290.80 utterances.], batch size: 105, lr: 6.30e-04
2022-08-22 15:15:36,282 INFO [train.py:927] (6/8) Epoch 5, batch 300, giga_loss[loss=0.1687, simple_loss=0.2463, pruned_loss=0.04557, over 12379.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03006, over 58.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.277, pruned_loss=0.06075, over 1924318.10 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05925, over 13529.35 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3084, pruned_loss=0.07242, over 428694.79 frames. utt_duration=1340 frames, utt_pad_proportion=0.03679, over 1281.31 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2732, pruned_loss=0.05934, over 1809040.68 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06077, over 13751.36 utterances.], batch size: 58, lr: 6.30e-04
2022-08-22 15:17:17,110 INFO [train.py:927] (6/8) Epoch 5, batch 350, giga_loss[loss=0.1754, simple_loss=0.2452, pruned_loss=0.05273, over 12339.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03019, over 91.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2717, pruned_loss=0.05848, over 2046458.57 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06347, over 14940.30 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3075, pruned_loss=0.07154, over 459378.52 frames. utt_duration=1348 frames, utt_pad_proportion=0.03456, over 1364.64 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2684, pruned_loss=0.05731, over 1948759.33 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06482, over 15215.55 utterances.], batch size: 91, lr: 6.30e-04
2022-08-22 15:18:54,542 INFO [train.py:927] (6/8) Epoch 5, batch 400, libri_loss[loss=0.2045, simple_loss=0.2908, pruned_loss=0.05909, over 12242.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005477, over 34.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2706, pruned_loss=0.05744, over 2141396.94 frames. utt_duration=575 frames, utt_pad_proportion=0.05834, over 14935.70 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3089, pruned_loss=0.07186, over 576843.45 frames. utt_duration=1345 frames, utt_pad_proportion=0.0296, over 1717.18 utterances.], giga_tot_loss[loss=0.188, simple_loss=0.265, pruned_loss=0.05545, over 2040161.92 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06074, over 15579.68 utterances.], batch size: 34, lr: 6.30e-04
2022-08-22 15:20:34,097 INFO [train.py:927] (6/8) Epoch 5, batch 450, giga_loss[loss=0.183, simple_loss=0.2529, pruned_loss=0.05652, over 12431.00 frames. utt_duration=306.5 frames, utt_pad_proportion=0.05981, over 163.00 utterances.], tot_loss[loss=0.1885, simple_loss=0.2662, pruned_loss=0.05538, over 2215267.61 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06199, over 15917.76 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3091, pruned_loss=0.07187, over 605079.85 frames. utt_duration=1341 frames, utt_pad_proportion=0.02837, over 1806.95 utterances.], giga_tot_loss[loss=0.1842, simple_loss=0.2612, pruned_loss=0.05358, over 2131429.57 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06395, over 16521.08 utterances.], batch size: 163, lr: 6.30e-04
2022-08-22 15:22:15,711 INFO [train.py:927] (6/8) Epoch 5, batch 500, giga_loss[loss=0.2165, simple_loss=0.2976, pruned_loss=0.06773, over 12345.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03392, over 62.00 utterances.], tot_loss[loss=0.1907, simple_loss=0.2684, pruned_loss=0.05644, over 2272573.50 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06085, over 16085.76 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3101, pruned_loss=0.07162, over 660255.98 frames. utt_duration=1334 frames, utt_pad_proportion=0.02966, over 1982.42 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.2629, pruned_loss=0.05462, over 2199360.33 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06271, over 16802.56 utterances.], batch size: 62, lr: 6.29e-04
2022-08-22 15:24:02,109 INFO [train.py:927] (6/8) Epoch 5, batch 550, giga_loss[loss=0.2344, simple_loss=0.3244, pruned_loss=0.07223, over 12382.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03021, over 97.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2826, pruned_loss=0.06367, over 2316873.05 frames. utt_duration=562.7 frames, utt_pad_proportion=0.06002, over 16513.03 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3117, pruned_loss=0.07183, over 687337.45 frames. utt_duration=1319 frames, utt_pad_proportion=0.03018, over 2086.20 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2778, pruned_loss=0.06224, over 2256636.90 frames. utt_duration=526.9 frames, utt_pad_proportion=0.06163, over 17181.41 utterances.], batch size: 97, lr: 6.29e-04
2022-08-22 15:25:41,488 INFO [train.py:927] (6/8) Epoch 5, batch 600, giga_loss[loss=0.2283, simple_loss=0.3129, pruned_loss=0.07183, over 12362.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03413, over 122.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2917, pruned_loss=0.06713, over 2351533.85 frames. utt_duration=572.2 frames, utt_pad_proportion=0.05904, over 16482.45 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3125, pruned_loss=0.07214, over 765871.43 frames. utt_duration=1326 frames, utt_pad_proportion=0.02738, over 2312.80 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2868, pruned_loss=0.06571, over 2297118.71 frames. utt_duration=529 frames, utt_pad_proportion=0.06121, over 17417.97 utterances.], batch size: 122, lr: 6.29e-04
2022-08-22 15:27:23,024 INFO [train.py:927] (6/8) Epoch 5, batch 650, giga_loss[loss=0.2024, simple_loss=0.2956, pruned_loss=0.05463, over 12367.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02716, over 70.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2952, pruned_loss=0.06736, over 2378486.46 frames. utt_duration=563.4 frames, utt_pad_proportion=0.05968, over 16930.97 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3111, pruned_loss=0.07175, over 815994.64 frames. utt_duration=1320 frames, utt_pad_proportion=0.02815, over 2475.41 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2913, pruned_loss=0.06621, over 2332353.22 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06166, over 17921.14 utterances.], batch size: 70, lr: 6.29e-04
2022-08-22 15:29:05,839 INFO [train.py:927] (6/8) Epoch 5, batch 700, giga_loss[loss=0.2312, simple_loss=0.313, pruned_loss=0.07468, over 12361.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03171, over 97.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.2997, pruned_loss=0.07034, over 2399165.68 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06705, over 17420.21 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.312, pruned_loss=0.07227, over 848796.68 frames. utt_duration=1270 frames, utt_pad_proportion=0.04273, over 2675.76 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2961, pruned_loss=0.06925, over 2361110.01 frames. utt_duration=518.2 frames, utt_pad_proportion=0.0666, over 18278.76 utterances.], batch size: 97, lr: 6.29e-04
2022-08-22 15:30:49,135 INFO [train.py:927] (6/8) Epoch 5, batch 750, giga_loss[loss=0.2476, simple_loss=0.3373, pruned_loss=0.07891, over 12413.00 frames. utt_duration=710.7 frames, utt_pad_proportion=0.02516, over 70.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3046, pruned_loss=0.07283, over 2415831.47 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0685, over 18037.79 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.311, pruned_loss=0.07184, over 872888.03 frames. utt_duration=1283 frames, utt_pad_proportion=0.04187, over 2725.42 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.302, pruned_loss=0.07215, over 2385028.93 frames. utt_duration=506.8 frames, utt_pad_proportion=0.06831, over 18881.41 utterances.], batch size: 70, lr: 6.29e-04
2022-08-22 15:32:30,684 INFO [train.py:927] (6/8) Epoch 5, batch 800, giga_loss[loss=0.2566, simple_loss=0.3367, pruned_loss=0.08825, over 12246.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02918, over 54.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3092, pruned_loss=0.07425, over 2428847.02 frames. utt_duration=562.2 frames, utt_pad_proportion=0.0666, over 17326.81 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3119, pruned_loss=0.07146, over 912298.32 frames. utt_duration=1301 frames, utt_pad_proportion=0.04027, over 2807.47 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3068, pruned_loss=0.07392, over 2403307.90 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06697, over 18275.16 utterances.], batch size: 54, lr: 6.28e-04
2022-08-22 15:34:12,084 INFO [train.py:927] (6/8) Epoch 5, batch 850, giga_loss[loss=0.2293, simple_loss=0.3095, pruned_loss=0.07448, over 12420.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05661, over 182.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.311, pruned_loss=0.07422, over 2438504.94 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06679, over 17235.10 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3114, pruned_loss=0.07101, over 951024.67 frames. utt_duration=1301 frames, utt_pad_proportion=0.04103, over 2927.35 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3093, pruned_loss=0.0742, over 2417159.29 frames. utt_duration=532.5 frames, utt_pad_proportion=0.06721, over 18207.43 utterances.], batch size: 182, lr: 6.28e-04
2022-08-22 15:35:53,165 INFO [train.py:927] (6/8) Epoch 5, batch 900, giga_loss[loss=0.2233, simple_loss=0.3132, pruned_loss=0.06668, over 12417.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.03838, over 40.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3109, pruned_loss=0.07296, over 2446272.46 frames. utt_duration=580.8 frames, utt_pad_proportion=0.06351, over 16890.94 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3112, pruned_loss=0.0709, over 966059.44 frames. utt_duration=1304 frames, utt_pad_proportion=0.04033, over 2967.00 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3096, pruned_loss=0.07299, over 2429340.07 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06418, over 17739.17 utterances.], batch size: 40, lr: 6.28e-04
2022-08-22 15:37:38,496 INFO [train.py:927] (6/8) Epoch 5, batch 950, giga_loss[loss=0.2395, simple_loss=0.3115, pruned_loss=0.08375, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03285, over 42.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3142, pruned_loss=0.07665, over 2452491.58 frames. utt_duration=575.9 frames, utt_pad_proportion=0.0637, over 17077.90 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3115, pruned_loss=0.0706, over 996076.44 frames. utt_duration=1305 frames, utt_pad_proportion=0.03899, over 3055.96 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3131, pruned_loss=0.07687, over 2438536.02 frames. utt_duration=545.9 frames, utt_pad_proportion=0.06459, over 17917.20 utterances.], batch size: 42, lr: 6.28e-04
2022-08-22 15:39:20,776 INFO [train.py:927] (6/8) Epoch 5, batch 1000, giga_loss[loss=0.2679, simple_loss=0.326, pruned_loss=0.1049, over 12363.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.314, pruned_loss=0.07732, over 2456114.35 frames. utt_duration=605.3 frames, utt_pad_proportion=0.06094, over 16270.48 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3116, pruned_loss=0.07046, over 1017804.85 frames. utt_duration=1309 frames, utt_pad_proportion=0.03789, over 3114.81 utterances.], giga_tot_loss[loss=0.2342, simple_loss=0.3132, pruned_loss=0.07763, over 2445120.32 frames. utt_duration=574.9 frames, utt_pad_proportion=0.06209, over 17058.12 utterances.], batch size: 258, lr: 6.28e-04
2022-08-22 15:41:00,723 INFO [train.py:927] (6/8) Epoch 5, batch 1050, giga_loss[loss=0.2386, simple_loss=0.3109, pruned_loss=0.08315, over 12369.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03214, over 62.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3128, pruned_loss=0.07772, over 2458868.74 frames. utt_duration=619.3 frames, utt_pad_proportion=0.06372, over 15919.51 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3104, pruned_loss=0.07065, over 1095065.94 frames. utt_duration=1318 frames, utt_pad_proportion=0.03537, over 3326.98 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3127, pruned_loss=0.07825, over 2449821.42 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06544, over 17007.75 utterances.], batch size: 62, lr: 6.28e-04
2022-08-22 15:42:44,579 INFO [train.py:927] (6/8) Epoch 5, batch 1100, giga_loss[loss=0.204, simple_loss=0.2946, pruned_loss=0.05673, over 12312.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02913, over 74.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3117, pruned_loss=0.07682, over 2461743.53 frames. utt_duration=596.5 frames, utt_pad_proportion=0.06683, over 16550.09 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3102, pruned_loss=0.07068, over 1129052.96 frames. utt_duration=1326 frames, utt_pad_proportion=0.03406, over 3410.90 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3118, pruned_loss=0.0774, over 2454376.67 frames. utt_duration=558 frames, utt_pad_proportion=0.06853, over 17642.09 utterances.], batch size: 74, lr: 6.28e-04
2022-08-22 15:44:36,826 INFO [train.py:927] (6/8) Epoch 5, batch 1150, giga_loss[loss=0.1971, simple_loss=0.2878, pruned_loss=0.05319, over 12406.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03137, over 80.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3091, pruned_loss=0.07545, over 2465089.82 frames. utt_duration=590.9 frames, utt_pad_proportion=0.06541, over 16730.38 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3099, pruned_loss=0.07048, over 1162151.15 frames. utt_duration=1332 frames, utt_pad_proportion=0.03288, over 3494.67 utterances.], giga_tot_loss[loss=0.2308, simple_loss=0.3093, pruned_loss=0.07613, over 2459181.00 frames. utt_duration=553 frames, utt_pad_proportion=0.06731, over 17835.59 utterances.], batch size: 80, lr: 6.27e-04
2022-08-22 15:46:20,837 INFO [train.py:927] (6/8) Epoch 5, batch 1200, giga_loss[loss=0.2098, simple_loss=0.2881, pruned_loss=0.06571, over 12454.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.035, over 105.00 utterances.], tot_loss[loss=0.2264, simple_loss=0.3053, pruned_loss=0.07373, over 2467194.93 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06821, over 17717.35 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3109, pruned_loss=0.07102, over 1194922.00 frames. utt_duration=1300 frames, utt_pad_proportion=0.04292, over 3680.03 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.305, pruned_loss=0.07411, over 2462014.10 frames. utt_duration=526.7 frames, utt_pad_proportion=0.0681, over 18751.52 utterances.], batch size: 105, lr: 6.27e-04
2022-08-22 15:48:03,556 INFO [train.py:927] (6/8) Epoch 5, batch 1250, giga_loss[loss=0.2457, simple_loss=0.316, pruned_loss=0.08768, over 12390.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02956, over 97.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3043, pruned_loss=0.07336, over 2467736.19 frames. utt_duration=556.6 frames, utt_pad_proportion=0.07122, over 17780.72 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3111, pruned_loss=0.07152, over 1238837.07 frames. utt_duration=1294 frames, utt_pad_proportion=0.04294, over 3833.07 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3037, pruned_loss=0.07351, over 2463531.91 frames. utt_duration=522.2 frames, utt_pad_proportion=0.07138, over 18923.41 utterances.], batch size: 97, lr: 6.27e-04
2022-08-22 15:49:45,188 INFO [train.py:927] (6/8) Epoch 5, batch 1300, libri_loss[loss=0.1801, simple_loss=0.2673, pruned_loss=0.0465, over 12238.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.03544, over 27.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3026, pruned_loss=0.07272, over 2469165.11 frames. utt_duration=559.5 frames, utt_pad_proportion=0.07017, over 17699.91 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3102, pruned_loss=0.07103, over 1275085.01 frames. utt_duration=1287 frames, utt_pad_proportion=0.04462, over 3966.89 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3023, pruned_loss=0.07313, over 2465974.56 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07038, over 18883.87 utterances.], batch size: 27, lr: 6.27e-04
2022-08-22 15:51:27,577 INFO [train.py:927] (6/8) Epoch 5, batch 1350, giga_loss[loss=0.2079, simple_loss=0.2786, pruned_loss=0.06859, over 12234.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03299, over 28.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.2993, pruned_loss=0.0714, over 2469452.36 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06582, over 17372.40 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3099, pruned_loss=0.07063, over 1304693.55 frames. utt_duration=1292 frames, utt_pad_proportion=0.0442, over 4044.05 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.299, pruned_loss=0.07194, over 2466859.77 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06651, over 18548.70 utterances.], batch size: 28, lr: 6.27e-04
2022-08-22 15:53:10,161 INFO [train.py:927] (6/8) Epoch 5, batch 1400, giga_loss[loss=0.2196, simple_loss=0.2908, pruned_loss=0.07423, over 12389.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02946, over 97.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2953, pruned_loss=0.06968, over 2470300.34 frames. utt_duration=579.8 frames, utt_pad_proportion=0.06088, over 17087.83 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3097, pruned_loss=0.07089, over 1321786.84 frames. utt_duration=1297 frames, utt_pad_proportion=0.0433, over 4080.19 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2951, pruned_loss=0.06998, over 2468515.65 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06199, over 18160.28 utterances.], batch size: 97, lr: 6.27e-04
2022-08-22 15:54:50,920 INFO [train.py:927] (6/8) Epoch 5, batch 1450, libri_loss[loss=0.2181, simple_loss=0.3094, pruned_loss=0.0634, over 12446.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03483, over 46.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2923, pruned_loss=0.06828, over 2471200.46 frames. utt_duration=611.1 frames, utt_pad_proportion=0.05585, over 16216.47 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.309, pruned_loss=0.07023, over 1372881.50 frames. utt_duration=1304 frames, utt_pad_proportion=0.04098, over 4215.95 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2917, pruned_loss=0.06879, over 2469357.63 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05784, over 17483.00 utterances.], batch size: 46, lr: 6.27e-04
2022-08-22 15:56:30,852 INFO [train.py:927] (6/8) Epoch 5, batch 1500, giga_loss[loss=0.2038, simple_loss=0.282, pruned_loss=0.06286, over 12355.00 frames. utt_duration=373.1 frames, utt_pad_proportion=0.04344, over 133.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2903, pruned_loss=0.06761, over 2471536.18 frames. utt_duration=616.1 frames, utt_pad_proportion=0.05572, over 16084.88 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3078, pruned_loss=0.06982, over 1431725.06 frames. utt_duration=1301 frames, utt_pad_proportion=0.04107, over 4406.20 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2896, pruned_loss=0.06812, over 2470119.11 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05768, over 17558.90 utterances.], batch size: 133, lr: 6.26e-04
2022-08-22 15:58:14,560 INFO [train.py:927] (6/8) Epoch 5, batch 1550, giga_loss[loss=0.2079, simple_loss=0.2802, pruned_loss=0.06774, over 12366.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05228, over 34.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2876, pruned_loss=0.06634, over 2471286.01 frames. utt_duration=649.4 frames, utt_pad_proportion=0.05181, over 15258.23 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3071, pruned_loss=0.06926, over 1457118.84 frames. utt_duration=1308 frames, utt_pad_proportion=0.03982, over 4460.53 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.287, pruned_loss=0.06698, over 2470483.00 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05419, over 16641.65 utterances.], batch size: 34, lr: 6.26e-04
2022-08-22 15:59:59,032 INFO [train.py:927] (6/8) Epoch 5, batch 1600, libri_loss[loss=0.1758, simple_loss=0.2624, pruned_loss=0.0446, over 12176.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008501, over 30.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2916, pruned_loss=0.06896, over 2471594.42 frames. utt_duration=617 frames, utt_pad_proportion=0.05559, over 16063.56 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3068, pruned_loss=0.06902, over 1471921.93 frames. utt_duration=1312 frames, utt_pad_proportion=0.03909, over 4492.44 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.291, pruned_loss=0.06961, over 2471295.74 frames. utt_duration=573 frames, utt_pad_proportion=0.05744, over 17298.45 utterances.], batch size: 30, lr: 6.26e-04
2022-08-22 16:01:45,577 INFO [train.py:927] (6/8) Epoch 5, batch 1650, giga_loss[loss=0.2363, simple_loss=0.3083, pruned_loss=0.08213, over 12332.00 frames. utt_duration=968.4 frames, utt_pad_proportion=0.03356, over 51.00 utterances.], tot_loss[loss=0.222, simple_loss=0.2979, pruned_loss=0.07305, over 2472170.50 frames. utt_duration=589.2 frames, utt_pad_proportion=0.0598, over 16825.99 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3057, pruned_loss=0.06847, over 1496804.74 frames. utt_duration=1319 frames, utt_pad_proportion=0.03795, over 4544.58 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.2978, pruned_loss=0.07389, over 2471803.42 frames. utt_duration=550 frames, utt_pad_proportion=0.06134, over 18027.33 utterances.], batch size: 51, lr: 6.26e-04
2022-08-22 16:03:24,911 INFO [train.py:927] (6/8) Epoch 5, batch 1700, giga_loss[loss=0.2651, simple_loss=0.3422, pruned_loss=0.09398, over 12364.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.03612, over 80.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3042, pruned_loss=0.07551, over 2472631.24 frames. utt_duration=566.1 frames, utt_pad_proportion=0.06713, over 17517.14 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3063, pruned_loss=0.06848, over 1539939.43 frames. utt_duration=1318 frames, utt_pad_proportion=0.03662, over 4678.19 utterances.], giga_tot_loss[loss=0.2282, simple_loss=0.3036, pruned_loss=0.07639, over 2472272.97 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06854, over 18861.69 utterances.], batch size: 80, lr: 6.26e-04
2022-08-22 16:05:06,169 INFO [train.py:927] (6/8) Epoch 5, batch 1750, giga_loss[loss=0.2465, simple_loss=0.3213, pruned_loss=0.08586, over 12457.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04289, over 31.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3098, pruned_loss=0.07806, over 2472647.91 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06423, over 17567.82 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3054, pruned_loss=0.06824, over 1558035.21 frames. utt_duration=1324 frames, utt_pad_proportion=0.03593, over 4711.40 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3098, pruned_loss=0.07904, over 2472727.65 frames. utt_duration=526.6 frames, utt_pad_proportion=0.06588, over 18836.91 utterances.], batch size: 31, lr: 6.26e-04
2022-08-22 16:06:45,799 INFO [train.py:927] (6/8) Epoch 5, batch 1800, giga_loss[loss=0.1958, simple_loss=0.2821, pruned_loss=0.05477, over 12443.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0365, over 133.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3087, pruned_loss=0.07647, over 2473036.61 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06585, over 18272.22 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3054, pruned_loss=0.06847, over 1580596.21 frames. utt_duration=1308 frames, utt_pad_proportion=0.04178, over 4838.40 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3088, pruned_loss=0.07731, over 2473180.53 frames. utt_duration=509.5 frames, utt_pad_proportion=0.06606, over 19472.66 utterances.], batch size: 133, lr: 6.26e-04
2022-08-22 16:08:28,690 INFO [train.py:927] (6/8) Epoch 5, batch 1850, giga_loss[loss=0.2537, simple_loss=0.3236, pruned_loss=0.09186, over 12416.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06176, over 183.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3094, pruned_loss=0.0761, over 2472892.65 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06157, over 18328.22 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3058, pruned_loss=0.06857, over 1589382.02 frames. utt_duration=1304 frames, utt_pad_proportion=0.04179, over 4881.93 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3092, pruned_loss=0.07676, over 2473118.75 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06203, over 19359.29 utterances.], batch size: 183, lr: 6.25e-04
2022-08-22 16:10:10,750 INFO [train.py:927] (6/8) Epoch 5, batch 1900, giga_loss[loss=0.2428, simple_loss=0.3151, pruned_loss=0.08523, over 12340.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02309, over 48.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3105, pruned_loss=0.07658, over 2472972.53 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06332, over 18257.31 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3057, pruned_loss=0.06875, over 1602446.50 frames. utt_duration=1304 frames, utt_pad_proportion=0.04129, over 4922.46 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3105, pruned_loss=0.0771, over 2473269.22 frames. utt_duration=516.3 frames, utt_pad_proportion=0.06383, over 19218.62 utterances.], batch size: 48, lr: 6.25e-04
2022-08-22 16:11:55,873 INFO [train.py:927] (6/8) Epoch 5, batch 1950, giga_loss[loss=0.2713, simple_loss=0.3397, pruned_loss=0.1014, over 12459.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3125, pruned_loss=0.07812, over 2473254.15 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06104, over 17942.45 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3052, pruned_loss=0.06843, over 1632304.41 frames. utt_duration=1311 frames, utt_pad_proportion=0.03977, over 4987.24 utterances.], giga_tot_loss[loss=0.2355, simple_loss=0.313, pruned_loss=0.07902, over 2473623.02 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06216, over 19067.89 utterances.], batch size: 105, lr: 6.25e-04
2022-08-22 16:13:39,274 INFO [train.py:927] (6/8) Epoch 5, batch 2000, giga_loss[loss=0.2559, simple_loss=0.3317, pruned_loss=0.09006, over 12420.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05189, over 162.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3148, pruned_loss=0.08016, over 2473696.88 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06365, over 18320.52 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3051, pruned_loss=0.06853, over 1640614.91 frames. utt_duration=1309 frames, utt_pad_proportion=0.03995, over 5017.35 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3153, pruned_loss=0.08092, over 2474065.28 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06446, over 19305.28 utterances.], batch size: 162, lr: 6.25e-04
2022-08-22 16:15:20,773 INFO [train.py:927] (6/8) Epoch 5, batch 2050, giga_loss[loss=0.2089, simple_loss=0.2975, pruned_loss=0.06014, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03518, over 28.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3177, pruned_loss=0.08104, over 2473715.27 frames. utt_duration=549.6 frames, utt_pad_proportion=0.0623, over 18052.41 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3068, pruned_loss=0.06939, over 1665311.42 frames. utt_duration=1305 frames, utt_pad_proportion=0.04007, over 5110.99 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3174, pruned_loss=0.08143, over 2473968.11 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06319, over 19106.58 utterances.], batch size: 28, lr: 6.25e-04
2022-08-22 16:17:04,192 INFO [train.py:927] (6/8) Epoch 5, batch 2100, giga_loss[loss=0.2675, simple_loss=0.3276, pruned_loss=0.1037, over 12384.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07081, over 212.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3193, pruned_loss=0.08138, over 2474013.50 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06311, over 18071.62 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3069, pruned_loss=0.06938, over 1700764.18 frames. utt_duration=1292 frames, utt_pad_proportion=0.04435, over 5270.24 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3195, pruned_loss=0.08221, over 2474435.71 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06298, over 19323.84 utterances.], batch size: 212, lr: 6.25e-04
2022-08-22 16:18:46,021 INFO [train.py:927] (6/8) Epoch 5, batch 2150, giga_loss[loss=0.2231, simple_loss=0.3028, pruned_loss=0.07167, over 12170.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03573, over 39.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3174, pruned_loss=0.08084, over 2472531.44 frames. utt_duration=553 frames, utt_pad_proportion=0.06888, over 17933.10 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3076, pruned_loss=0.06987, over 1716040.15 frames. utt_duration=1291 frames, utt_pad_proportion=0.04356, over 5323.41 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3173, pruned_loss=0.0814, over 2472922.09 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06874, over 19089.91 utterances.], batch size: 39, lr: 6.25e-04
2022-08-22 16:20:31,726 INFO [train.py:927] (6/8) Epoch 5, batch 2200, giga_loss[loss=0.2195, simple_loss=0.2969, pruned_loss=0.07103, over 12297.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03689, over 51.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3153, pruned_loss=0.07995, over 2471482.54 frames. utt_duration=578.5 frames, utt_pad_proportion=0.0677, over 17132.90 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.307, pruned_loss=0.06955, over 1730350.74 frames. utt_duration=1296 frames, utt_pad_proportion=0.04267, over 5346.72 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3158, pruned_loss=0.08081, over 2472465.75 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06803, over 18254.17 utterances.], batch size: 51, lr: 6.24e-04
2022-08-22 16:22:13,039 INFO [train.py:927] (6/8) Epoch 5, batch 2250, giga_loss[loss=0.2065, simple_loss=0.2827, pruned_loss=0.06514, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03483, over 28.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3163, pruned_loss=0.08062, over 2470625.78 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06414, over 17056.30 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3067, pruned_loss=0.06944, over 1740901.07 frames. utt_duration=1302 frames, utt_pad_proportion=0.04223, over 5356.47 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.317, pruned_loss=0.08151, over 2471848.80 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06481, over 18083.81 utterances.], batch size: 28, lr: 6.24e-04
2022-08-22 16:23:57,306 INFO [train.py:927] (6/8) Epoch 5, batch 2300, giga_loss[loss=0.2252, simple_loss=0.3041, pruned_loss=0.07313, over 12362.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03663, over 122.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.315, pruned_loss=0.07939, over 2470364.77 frames. utt_duration=602.1 frames, utt_pad_proportion=0.06312, over 16452.26 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3065, pruned_loss=0.06933, over 1758726.41 frames. utt_duration=1306 frames, utt_pad_proportion=0.04112, over 5393.25 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3159, pruned_loss=0.08041, over 2471554.25 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06421, over 17499.54 utterances.], batch size: 122, lr: 6.24e-04
2022-08-22 16:25:40,255 INFO [train.py:927] (6/8) Epoch 5, batch 2350, giga_loss[loss=0.2383, simple_loss=0.3146, pruned_loss=0.08098, over 12440.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04262, over 31.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3136, pruned_loss=0.07864, over 2470139.61 frames. utt_duration=620.5 frames, utt_pad_proportion=0.0635, over 15963.01 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3068, pruned_loss=0.06946, over 1793883.87 frames. utt_duration=1310 frames, utt_pad_proportion=0.03952, over 5484.42 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3144, pruned_loss=0.07984, over 2470761.89 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06523, over 17219.10 utterances.], batch size: 31, lr: 6.24e-04
2022-08-22 16:27:24,218 INFO [train.py:927] (6/8) Epoch 5, batch 2400, libri_loss[loss=0.1775, simple_loss=0.2659, pruned_loss=0.04452, over 12418.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00703, over 30.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3113, pruned_loss=0.07751, over 2471078.12 frames. utt_duration=629.4 frames, utt_pad_proportion=0.06253, over 15740.89 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3064, pruned_loss=0.06928, over 1813994.19 frames. utt_duration=1313 frames, utt_pad_proportion=0.03845, over 5531.10 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3124, pruned_loss=0.07884, over 2471518.63 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06458, over 16988.72 utterances.], batch size: 30, lr: 6.24e-04
2022-08-22 16:29:06,651 INFO [train.py:927] (6/8) Epoch 5, batch 2450, giga_loss[loss=0.2148, simple_loss=0.304, pruned_loss=0.06277, over 12377.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.03632, over 37.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.31, pruned_loss=0.07684, over 2471617.05 frames. utt_duration=641.9 frames, utt_pad_proportion=0.05821, over 15437.22 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.306, pruned_loss=0.06897, over 1829729.17 frames. utt_duration=1321 frames, utt_pad_proportion=0.03759, over 5546.67 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3113, pruned_loss=0.0783, over 2472473.02 frames. utt_duration=595.5 frames, utt_pad_proportion=0.06061, over 16649.62 utterances.], batch size: 37, lr: 6.24e-04
2022-08-22 16:30:46,582 INFO [train.py:927] (6/8) Epoch 5, batch 2500, giga_loss[loss=0.2021, simple_loss=0.276, pruned_loss=0.06408, over 12209.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03306, over 42.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3059, pruned_loss=0.07501, over 2470515.15 frames. utt_duration=655.6 frames, utt_pad_proportion=0.05688, over 15106.93 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3054, pruned_loss=0.06891, over 1848301.25 frames. utt_duration=1329 frames, utt_pad_proportion=0.03662, over 5571.03 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3074, pruned_loss=0.07639, over 2471582.50 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05946, over 16314.09 utterances.], batch size: 42, lr: 6.24e-04
2022-08-22 16:32:27,569 INFO [train.py:927] (6/8) Epoch 5, batch 2550, giga_loss[loss=0.2051, simple_loss=0.2882, pruned_loss=0.06101, over 12412.00 frames. utt_duration=904 frames, utt_pad_proportion=0.0311, over 55.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3037, pruned_loss=0.07418, over 2470583.29 frames. utt_duration=636.2 frames, utt_pad_proportion=0.05419, over 15570.79 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3057, pruned_loss=0.06895, over 1857428.47 frames. utt_duration=1330 frames, utt_pad_proportion=0.03608, over 5594.37 utterances.], giga_tot_loss[loss=0.2277, simple_loss=0.3047, pruned_loss=0.07533, over 2471557.88 frames. utt_duration=596 frames, utt_pad_proportion=0.05663, over 16629.93 utterances.], batch size: 55, lr: 6.23e-04
2022-08-22 16:34:08,201 INFO [train.py:927] (6/8) Epoch 5, batch 2600, giga_loss[loss=0.2278, simple_loss=0.3208, pruned_loss=0.0674, over 12412.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03082, over 80.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3057, pruned_loss=0.07378, over 2471068.56 frames. utt_duration=619.1 frames, utt_pad_proportion=0.05764, over 16004.05 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3085, pruned_loss=0.06903, over 1875709.77 frames. utt_duration=1335 frames, utt_pad_proportion=0.03513, over 5626.03 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3045, pruned_loss=0.07479, over 2471749.07 frames. utt_duration=579.5 frames, utt_pad_proportion=0.05987, over 17105.49 utterances.], batch size: 80, lr: 6.23e-04
2022-08-22 16:35:50,563 INFO [train.py:927] (6/8) Epoch 5, batch 2650, giga_loss[loss=0.2705, simple_loss=0.3443, pruned_loss=0.09836, over 12421.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06193, over 183.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3065, pruned_loss=0.07396, over 2471614.35 frames. utt_duration=610.3 frames, utt_pad_proportion=0.05817, over 16240.42 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3087, pruned_loss=0.06907, over 1881659.22 frames. utt_duration=1338 frames, utt_pad_proportion=0.03483, over 5632.77 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3053, pruned_loss=0.07477, over 2472139.57 frames. utt_duration=577 frames, utt_pad_proportion=0.06003, over 17182.78 utterances.], batch size: 183, lr: 6.23e-04
2022-08-22 16:37:33,534 INFO [train.py:927] (6/8) Epoch 5, batch 2700, giga_loss[loss=0.2133, simple_loss=0.2922, pruned_loss=0.06723, over 12316.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03544, over 58.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3068, pruned_loss=0.07337, over 2472138.88 frames. utt_duration=594.2 frames, utt_pad_proportion=0.05696, over 16682.89 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3093, pruned_loss=0.06921, over 1887577.82 frames. utt_duration=1338 frames, utt_pad_proportion=0.03449, over 5648.39 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3055, pruned_loss=0.07396, over 2472524.84 frames. utt_duration=566.6 frames, utt_pad_proportion=0.05861, over 17501.77 utterances.], batch size: 58, lr: 6.23e-04
2022-08-22 16:39:16,599 INFO [train.py:927] (6/8) Epoch 5, batch 2750, giga_loss[loss=0.2003, simple_loss=0.2834, pruned_loss=0.05855, over 12362.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03107, over 85.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3061, pruned_loss=0.07346, over 2472271.18 frames. utt_duration=601.3 frames, utt_pad_proportion=0.06067, over 16488.41 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3096, pruned_loss=0.06973, over 1907559.01 frames. utt_duration=1317 frames, utt_pad_proportion=0.04023, over 5798.33 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3048, pruned_loss=0.07372, over 2472732.18 frames. utt_duration=570.9 frames, utt_pad_proportion=0.06074, over 17369.54 utterances.], batch size: 85, lr: 6.23e-04
2022-08-22 16:40:59,257 INFO [train.py:927] (6/8) Epoch 5, batch 2800, giga_loss[loss=0.2207, simple_loss=0.298, pruned_loss=0.07172, over 12371.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03193, over 51.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.308, pruned_loss=0.0748, over 2472887.99 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06554, over 17630.73 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3097, pruned_loss=0.06978, over 1921447.45 frames. utt_duration=1319 frames, utt_pad_proportion=0.03929, over 5833.14 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3069, pruned_loss=0.07506, over 2473328.95 frames. utt_duration=534.5 frames, utt_pad_proportion=0.0659, over 18561.32 utterances.], batch size: 51, lr: 6.23e-04
2022-08-22 16:42:41,153 INFO [train.py:927] (6/8) Epoch 5, batch 2850, giga_loss[loss=0.2166, simple_loss=0.3075, pruned_loss=0.06284, over 12304.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02953, over 74.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3097, pruned_loss=0.07531, over 2472232.52 frames. utt_duration=591.8 frames, utt_pad_proportion=0.05976, over 16752.34 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3093, pruned_loss=0.06959, over 1942635.26 frames. utt_duration=1326 frames, utt_pad_proportion=0.03788, over 5866.47 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.309, pruned_loss=0.07584, over 2472989.60 frames. utt_duration=554.7 frames, utt_pad_proportion=0.06111, over 17880.53 utterances.], batch size: 74, lr: 6.22e-04
2022-08-22 16:44:21,497 INFO [train.py:927] (6/8) Epoch 5, batch 2900, giga_loss[loss=0.2278, simple_loss=0.3141, pruned_loss=0.07073, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04085, over 37.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3094, pruned_loss=0.07524, over 2471997.84 frames. utt_duration=632.1 frames, utt_pad_proportion=0.05533, over 15680.22 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3087, pruned_loss=0.06978, over 1963208.74 frames. utt_duration=1332 frames, utt_pad_proportion=0.03693, over 5899.99 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3094, pruned_loss=0.07576, over 2472851.16 frames. utt_duration=585.5 frames, utt_pad_proportion=0.05735, over 16937.18 utterances.], batch size: 37, lr: 6.22e-04
2022-08-22 16:46:04,187 INFO [train.py:927] (6/8) Epoch 5, batch 2950, giga_loss[loss=0.2263, simple_loss=0.2968, pruned_loss=0.07791, over 12431.00 frames. utt_duration=1606 frames, utt_pad_proportion=0.04081, over 31.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3106, pruned_loss=0.07563, over 2472819.77 frames. utt_duration=627.1 frames, utt_pad_proportion=0.05449, over 15811.25 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.309, pruned_loss=0.06999, over 1965670.69 frames. utt_duration=1332 frames, utt_pad_proportion=0.03676, over 5907.49 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3104, pruned_loss=0.07593, over 2473553.16 frames. utt_duration=589.5 frames, utt_pad_proportion=0.0562, over 16827.32 utterances.], batch size: 31, lr: 6.22e-04
2022-08-22 16:47:44,427 INFO [train.py:927] (6/8) Epoch 5, batch 3000, giga_loss[loss=0.2191, simple_loss=0.2998, pruned_loss=0.06918, over 12354.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.0321, over 58.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3103, pruned_loss=0.07585, over 2472857.41 frames. utt_duration=593.9 frames, utt_pad_proportion=0.05754, over 16697.77 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.31, pruned_loss=0.07022, over 1978338.28 frames. utt_duration=1336 frames, utt_pad_proportion=0.03601, over 5930.67 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3094, pruned_loss=0.07605, over 2473347.36 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05908, over 17720.37 utterances.], batch size: 58, lr: 6.22e-04
2022-08-22 16:47:44,428 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 16:47:57,667 INFO [train.py:967] (6/8) Epoch 5, validation: loss=0.1969, simple_loss=0.3038, pruned_loss=0.04496, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 16:49:36,102 INFO [train.py:927] (6/8) Epoch 5, batch 3050, giga_loss[loss=0.2254, simple_loss=0.313, pruned_loss=0.06887, over 12388.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.02698, over 70.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3079, pruned_loss=0.07449, over 2472985.76 frames. utt_duration=599.1 frames, utt_pad_proportion=0.05603, over 16553.69 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3094, pruned_loss=0.07006, over 1992911.51 frames. utt_duration=1342 frames, utt_pad_proportion=0.03523, over 5946.52 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3075, pruned_loss=0.07488, over 2473465.70 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05777, over 17640.19 utterances.], batch size: 70, lr: 6.22e-04
2022-08-22 16:51:13,434 INFO [train.py:927] (6/8) Epoch 5, batch 3100, giga_loss[loss=0.2145, simple_loss=0.2979, pruned_loss=0.06559, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02639, over 45.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3097, pruned_loss=0.07435, over 2473868.11 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05594, over 17183.39 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3097, pruned_loss=0.07028, over 2004582.99 frames. utt_duration=1343 frames, utt_pad_proportion=0.0345, over 5978.49 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3091, pruned_loss=0.07459, over 2474443.15 frames. utt_duration=543.6 frames, utt_pad_proportion=0.05767, over 18258.70 utterances.], batch size: 45, lr: 6.22e-04
2022-08-22 16:52:56,502 INFO [train.py:927] (6/8) Epoch 5, batch 3150, libri_loss[loss=0.2248, simple_loss=0.3012, pruned_loss=0.07422, over 12412.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004207, over 34.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3076, pruned_loss=0.07384, over 2474024.46 frames. utt_duration=581.2 frames, utt_pad_proportion=0.0527, over 17070.36 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3093, pruned_loss=0.07018, over 2016131.24 frames. utt_duration=1345 frames, utt_pad_proportion=0.03383, over 6000.71 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3076, pruned_loss=0.0742, over 2474567.01 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05463, over 18165.35 utterances.], batch size: 34, lr: 6.22e-04
2022-08-22 16:54:37,667 INFO [train.py:927] (6/8) Epoch 5, batch 3200, giga_loss[loss=0.2173, simple_loss=0.293, pruned_loss=0.07077, over 12393.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02597, over 91.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.306, pruned_loss=0.07359, over 2474019.04 frames. utt_duration=592 frames, utt_pad_proportion=0.05127, over 16757.72 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3093, pruned_loss=0.07011, over 2027247.67 frames. utt_duration=1348 frames, utt_pad_proportion=0.03307, over 6020.49 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3058, pruned_loss=0.07401, over 2474666.22 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05334, over 17861.46 utterances.], batch size: 91, lr: 6.21e-04
2022-08-22 16:56:14,356 INFO [train.py:927] (6/8) Epoch 5, batch 3250, giga_loss[loss=0.2096, simple_loss=0.2809, pruned_loss=0.06912, over 12349.00 frames. utt_duration=970.1 frames, utt_pad_proportion=0.03282, over 51.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3033, pruned_loss=0.07308, over 2473944.31 frames. utt_duration=592.1 frames, utt_pad_proportion=0.05197, over 16755.63 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3089, pruned_loss=0.06998, over 2037898.11 frames. utt_duration=1335 frames, utt_pad_proportion=0.03849, over 6113.14 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3034, pruned_loss=0.07359, over 2474836.73 frames. utt_duration=557.8 frames, utt_pad_proportion=0.05229, over 17794.31 utterances.], batch size: 51, lr: 6.21e-04
2022-08-22 16:57:50,257 INFO [train.py:927] (6/8) Epoch 5, batch 3300, giga_loss[loss=0.1702, simple_loss=0.2471, pruned_loss=0.04667, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.03948, over 34.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.2997, pruned_loss=0.07198, over 2473568.76 frames. utt_duration=593.8 frames, utt_pad_proportion=0.05371, over 16705.72 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3086, pruned_loss=0.06981, over 2048136.69 frames. utt_duration=1331 frames, utt_pad_proportion=0.03881, over 6161.69 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.2998, pruned_loss=0.07257, over 2474779.01 frames. utt_duration=560 frames, utt_pad_proportion=0.0539, over 17724.41 utterances.], batch size: 34, lr: 6.21e-04
2022-08-22 16:59:31,845 INFO [train.py:927] (6/8) Epoch 5, batch 3350, giga_loss[loss=0.2398, simple_loss=0.3102, pruned_loss=0.08471, over 12222.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02946, over 42.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.2979, pruned_loss=0.0709, over 2473782.23 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05228, over 16873.41 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3089, pruned_loss=0.06984, over 2062297.86 frames. utt_duration=1331 frames, utt_pad_proportion=0.03767, over 6202.45 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2976, pruned_loss=0.0714, over 2475189.26 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05303, over 17971.78 utterances.], batch size: 42, lr: 6.21e-04
2022-08-22 17:01:11,044 INFO [train.py:927] (6/8) Epoch 5, batch 3400, giga_loss[loss=0.2274, simple_loss=0.3047, pruned_loss=0.0751, over 12366.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03245, over 104.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3004, pruned_loss=0.07237, over 2473429.48 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05394, over 17075.96 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3093, pruned_loss=0.07015, over 2070282.66 frames. utt_duration=1333 frames, utt_pad_proportion=0.03706, over 6220.23 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.2996, pruned_loss=0.07256, over 2474704.15 frames. utt_duration=548.1 frames, utt_pad_proportion=0.0547, over 18108.74 utterances.], batch size: 104, lr: 6.21e-04
2022-08-22 17:02:52,072 INFO [train.py:927] (6/8) Epoch 5, batch 3450, giga_loss[loss=0.2057, simple_loss=0.2913, pruned_loss=0.06012, over 12195.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.03196, over 36.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3033, pruned_loss=0.07315, over 2473154.69 frames. utt_duration=560.5 frames, utt_pad_proportion=0.05755, over 17696.48 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3098, pruned_loss=0.07029, over 2083847.54 frames. utt_duration=1325 frames, utt_pad_proportion=0.03789, over 6298.87 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3021, pruned_loss=0.0733, over 2474506.04 frames. utt_duration=527.7 frames, utt_pad_proportion=0.05799, over 18809.96 utterances.], batch size: 36, lr: 6.21e-04
2022-08-22 17:04:31,130 INFO [train.py:927] (6/8) Epoch 5, batch 3500, giga_loss[loss=0.2071, simple_loss=0.2949, pruned_loss=0.05963, over 12445.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04214, over 31.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3055, pruned_loss=0.0741, over 2473601.32 frames. utt_duration=553.3 frames, utt_pad_proportion=0.06095, over 17931.50 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3096, pruned_loss=0.07033, over 2097268.72 frames. utt_duration=1327 frames, utt_pad_proportion=0.03747, over 6330.38 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3045, pruned_loss=0.07428, over 2474673.96 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06148, over 19159.98 utterances.], batch size: 31, lr: 6.21e-04
2022-08-22 17:06:16,623 INFO [train.py:927] (6/8) Epoch 5, batch 3550, giga_loss[loss=0.2811, simple_loss=0.3491, pruned_loss=0.1065, over 12437.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.0373, over 133.00 utterances.], tot_loss[loss=0.2353, simple_loss=0.312, pruned_loss=0.07927, over 2473716.69 frames. utt_duration=548.2 frames, utt_pad_proportion=0.0611, over 18098.81 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3094, pruned_loss=0.07043, over 2113615.04 frames. utt_duration=1327 frames, utt_pad_proportion=0.03724, over 6379.91 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3112, pruned_loss=0.07956, over 2474814.54 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06194, over 19514.90 utterances.], batch size: 133, lr: 6.20e-04
2022-08-22 17:07:56,623 INFO [train.py:927] (6/8) Epoch 5, batch 3600, giga_loss[loss=0.2484, simple_loss=0.3285, pruned_loss=0.08413, over 12450.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03142, over 75.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3201, pruned_loss=0.08483, over 2473504.08 frames. utt_duration=566.8 frames, utt_pad_proportion=0.05722, over 17501.20 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.31, pruned_loss=0.0706, over 2117109.21 frames. utt_duration=1328 frames, utt_pad_proportion=0.03691, over 6385.09 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3191, pruned_loss=0.08504, over 2474454.03 frames. utt_duration=530.4 frames, utt_pad_proportion=0.05832, over 18713.53 utterances.], batch size: 75, lr: 6.20e-04
2022-08-22 17:09:38,429 INFO [train.py:927] (6/8) Epoch 5, batch 3650, giga_loss[loss=0.2854, simple_loss=0.3471, pruned_loss=0.1118, over 12392.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.02891, over 62.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3283, pruned_loss=0.09124, over 2473812.71 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06604, over 18684.59 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3101, pruned_loss=0.07073, over 2122159.27 frames. utt_duration=1324 frames, utt_pad_proportion=0.03749, over 6418.33 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3276, pruned_loss=0.09152, over 2474802.41 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06637, over 19766.25 utterances.], batch size: 62, lr: 6.20e-04
2022-08-22 17:11:22,576 INFO [train.py:927] (6/8) Epoch 5, batch 3700, giga_loss[loss=0.282, simple_loss=0.3398, pruned_loss=0.1121, over 12457.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04486, over 34.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3343, pruned_loss=0.09662, over 2474225.32 frames. utt_duration=492 frames, utt_pad_proportion=0.0741, over 20176.07 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3108, pruned_loss=0.07108, over 2127249.02 frames. utt_duration=1325 frames, utt_pad_proportion=0.03698, over 6430.02 utterances.], giga_tot_loss[loss=0.2636, simple_loss=0.3335, pruned_loss=0.09687, over 2475145.48 frames. utt_duration=468.6 frames, utt_pad_proportion=0.0743, over 21196.64 utterances.], batch size: 34, lr: 6.20e-04
2022-08-22 17:13:07,955 INFO [train.py:927] (6/8) Epoch 5, batch 3750, giga_loss[loss=0.3023, simple_loss=0.3681, pruned_loss=0.1182, over 12370.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03627, over 113.00 utterances.], tot_loss[loss=0.2713, simple_loss=0.3396, pruned_loss=0.1015, over 2474120.11 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07739, over 21134.83 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3112, pruned_loss=0.07103, over 2132189.47 frames. utt_duration=1326 frames, utt_pad_proportion=0.03648, over 6440.52 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3389, pruned_loss=0.1021, over 2475052.82 frames. utt_duration=449.2 frames, utt_pad_proportion=0.0777, over 22114.51 utterances.], batch size: 113, lr: 6.20e-04
2022-08-22 17:14:55,159 INFO [train.py:927] (6/8) Epoch 5, batch 3800, giga_loss[loss=0.3041, simple_loss=0.3574, pruned_loss=0.1254, over 12469.00 frames. utt_duration=624.8 frames, utt_pad_proportion=0.02838, over 80.00 utterances.], tot_loss[loss=0.2812, simple_loss=0.3466, pruned_loss=0.1079, over 2474173.14 frames. utt_duration=466 frames, utt_pad_proportion=0.07664, over 21304.87 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3125, pruned_loss=0.07176, over 2138953.85 frames. utt_duration=1319 frames, utt_pad_proportion=0.037, over 6494.32 utterances.], giga_tot_loss[loss=0.2813, simple_loss=0.3457, pruned_loss=0.1084, over 2474928.66 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07708, over 22298.82 utterances.], batch size: 80, lr: 6.20e-04
2022-08-22 17:16:39,587 INFO [train.py:927] (6/8) Epoch 5, batch 3850, giga_loss[loss=0.2601, simple_loss=0.3368, pruned_loss=0.09166, over 12390.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02563, over 66.00 utterances.], tot_loss[loss=0.2824, simple_loss=0.3469, pruned_loss=0.1089, over 2473690.63 frames. utt_duration=459.3 frames, utt_pad_proportion=0.08245, over 21609.82 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3129, pruned_loss=0.07212, over 2146685.12 frames. utt_duration=1322 frames, utt_pad_proportion=0.03629, over 6503.92 utterances.], giga_tot_loss[loss=0.2831, simple_loss=0.3465, pruned_loss=0.1098, over 2474763.90 frames. utt_duration=437.5 frames, utt_pad_proportion=0.08298, over 22703.78 utterances.], batch size: 66, lr: 6.20e-04
2022-08-22 17:18:23,822 INFO [train.py:927] (6/8) Epoch 5, batch 3900, giga_loss[loss=0.2499, simple_loss=0.333, pruned_loss=0.08337, over 12410.00 frames. utt_duration=710.6 frames, utt_pad_proportion=0.0252, over 70.00 utterances.], tot_loss[loss=0.2823, simple_loss=0.347, pruned_loss=0.1088, over 2474057.26 frames. utt_duration=444.4 frames, utt_pad_proportion=0.08572, over 22340.86 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3125, pruned_loss=0.07202, over 2157584.12 frames. utt_duration=1323 frames, utt_pad_proportion=0.03627, over 6530.94 utterances.], giga_tot_loss[loss=0.2848, simple_loss=0.3481, pruned_loss=0.1107, over 2475288.74 frames. utt_duration=419.5 frames, utt_pad_proportion=0.08648, over 23683.99 utterances.], batch size: 70, lr: 6.19e-04
2022-08-22 17:20:05,106 INFO [train.py:927] (6/8) Epoch 5, batch 3950, giga_loss[loss=0.2779, simple_loss=0.3547, pruned_loss=0.1005, over 12386.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03768, over 113.00 utterances.], tot_loss[loss=0.2819, simple_loss=0.3469, pruned_loss=0.1084, over 2474270.46 frames. utt_duration=422.2 frames, utt_pad_proportion=0.09166, over 23524.20 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.313, pruned_loss=0.07232, over 2163868.16 frames. utt_duration=1319 frames, utt_pad_proportion=0.03627, over 6571.12 utterances.], giga_tot_loss[loss=0.2844, simple_loss=0.348, pruned_loss=0.1104, over 2475264.49 frames. utt_duration=400.2 frames, utt_pad_proportion=0.09221, over 24830.16 utterances.], batch size: 113, lr: 6.19e-04
2022-08-22 17:21:51,471 INFO [train.py:927] (6/8) Epoch 5, batch 4000, giga_loss[loss=0.2373, simple_loss=0.3197, pruned_loss=0.07739, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03339, over 51.00 utterances.], tot_loss[loss=0.2788, simple_loss=0.3462, pruned_loss=0.1057, over 2473993.40 frames. utt_duration=432.5 frames, utt_pad_proportion=0.08697, over 22957.13 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3137, pruned_loss=0.07225, over 2171611.41 frames. utt_duration=1317 frames, utt_pad_proportion=0.03664, over 6605.63 utterances.], giga_tot_loss[loss=0.2816, simple_loss=0.3472, pruned_loss=0.108, over 2474730.27 frames. utt_duration=408.4 frames, utt_pad_proportion=0.08793, over 24324.08 utterances.], batch size: 51, lr: 6.19e-04
2022-08-22 17:23:35,441 INFO [train.py:927] (6/8) Epoch 5, batch 4050, giga_loss[loss=0.2408, simple_loss=0.3111, pruned_loss=0.0853, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02899, over 66.00 utterances.], tot_loss[loss=0.2762, simple_loss=0.3473, pruned_loss=0.1025, over 2474215.32 frames. utt_duration=447.5 frames, utt_pad_proportion=0.08231, over 22190.41 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3199, pruned_loss=0.07297, over 2182040.32 frames. utt_duration=1301 frames, utt_pad_proportion=0.04109, over 6714.53 utterances.], giga_tot_loss[loss=0.277, simple_loss=0.3443, pruned_loss=0.1049, over 2474826.14 frames. utt_duration=419.2 frames, utt_pad_proportion=0.08293, over 23698.91 utterances.], batch size: 66, lr: 6.19e-04
2022-08-22 17:25:15,223 INFO [train.py:927] (6/8) Epoch 5, batch 4100, giga_loss[loss=0.3123, simple_loss=0.3528, pruned_loss=0.1359, over 12366.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1925, over 364.00 utterances.], tot_loss[loss=0.273, simple_loss=0.3442, pruned_loss=0.1009, over 2474623.83 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08003, over 21821.05 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3194, pruned_loss=0.07267, over 2188008.21 frames. utt_duration=1305 frames, utt_pad_proportion=0.04048, over 6714.14 utterances.], giga_tot_loss[loss=0.2749, simple_loss=0.3427, pruned_loss=0.1035, over 2474963.85 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08101, over 23292.18 utterances.], batch size: 364, lr: 6.19e-04
2022-08-22 17:27:08,649 INFO [train.py:927] (6/8) Epoch 5, batch 4150, libri_loss[loss=0.2625, simple_loss=0.3385, pruned_loss=0.09321, over 12314.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01898, over 41.00 utterances.], tot_loss[loss=0.2703, simple_loss=0.3417, pruned_loss=0.09943, over 2474827.12 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07883, over 21445.18 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3191, pruned_loss=0.07269, over 2196328.50 frames. utt_duration=1305 frames, utt_pad_proportion=0.0397, over 6737.65 utterances.], giga_tot_loss[loss=0.2729, simple_loss=0.3413, pruned_loss=0.1022, over 2475267.27 frames. utt_duration=431.7 frames, utt_pad_proportion=0.08027, over 23013.23 utterances.], batch size: 41, lr: 6.19e-04
2022-08-22 17:28:52,268 INFO [train.py:927] (6/8) Epoch 5, batch 4200, giga_loss[loss=0.2345, simple_loss=0.3216, pruned_loss=0.07376, over 12388.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04085, over 133.00 utterances.], tot_loss[loss=0.2665, simple_loss=0.3401, pruned_loss=0.09644, over 2474679.28 frames. utt_duration=472.5 frames, utt_pad_proportion=0.08114, over 21013.94 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3188, pruned_loss=0.07256, over 2201881.43 frames. utt_duration=1306 frames, utt_pad_proportion=0.03962, over 6752.79 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3404, pruned_loss=0.09922, over 2475006.19 frames. utt_duration=441.3 frames, utt_pad_proportion=0.08245, over 22505.62 utterances.], batch size: 133, lr: 6.19e-04
2022-08-22 17:30:39,454 INFO [train.py:927] (6/8) Epoch 5, batch 4250, giga_loss[loss=0.2861, simple_loss=0.3454, pruned_loss=0.1134, over 12458.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03368, over 86.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3388, pruned_loss=0.09596, over 2474673.87 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07885, over 20940.28 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3186, pruned_loss=0.07243, over 2203059.03 frames. utt_duration=1307 frames, utt_pad_proportion=0.03946, over 6752.03 utterances.], giga_tot_loss[loss=0.268, simple_loss=0.3393, pruned_loss=0.09834, over 2475088.50 frames. utt_duration=448 frames, utt_pad_proportion=0.08011, over 22168.48 utterances.], batch size: 86, lr: 6.18e-04
2022-08-22 17:32:26,940 INFO [train.py:927] (6/8) Epoch 5, batch 4300, giga_loss[loss=0.2503, simple_loss=0.326, pruned_loss=0.08732, over 12393.00 frames. utt_duration=621.1 frames, utt_pad_proportion=0.03408, over 80.00 utterances.], tot_loss[loss=0.2645, simple_loss=0.3371, pruned_loss=0.09591, over 2474904.15 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07735, over 20509.14 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3197, pruned_loss=0.0729, over 2208504.89 frames. utt_duration=1302 frames, utt_pad_proportion=0.04016, over 6792.86 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.337, pruned_loss=0.09783, over 2475192.02 frames. utt_duration=457.9 frames, utt_pad_proportion=0.0785, over 21690.82 utterances.], batch size: 80, lr: 6.18e-04
2022-08-22 17:34:15,619 INFO [train.py:927] (6/8) Epoch 5, batch 4350, giga_loss[loss=0.2547, simple_loss=0.33, pruned_loss=0.08964, over 12411.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03526, over 113.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3344, pruned_loss=0.09393, over 2474902.90 frames. utt_duration=495.8 frames, utt_pad_proportion=0.07272, over 20026.28 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3191, pruned_loss=0.07276, over 2212586.70 frames. utt_duration=1306 frames, utt_pad_proportion=0.03973, over 6782.02 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.335, pruned_loss=0.09589, over 2475029.20 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07414, over 21167.57 utterances.], batch size: 113, lr: 6.18e-04
2022-08-22 17:36:00,261 INFO [train.py:927] (6/8) Epoch 5, batch 4400, giga_loss[loss=0.2491, simple_loss=0.3269, pruned_loss=0.08565, over 12388.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03524, over 113.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.3332, pruned_loss=0.09227, over 2474739.68 frames. utt_duration=518.3 frames, utt_pad_proportion=0.06734, over 19150.57 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3192, pruned_loss=0.07289, over 2218760.33 frames. utt_duration=1304 frames, utt_pad_proportion=0.03935, over 6815.28 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3339, pruned_loss=0.09418, over 2475121.87 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06917, over 20317.05 utterances.], batch size: 113, lr: 6.18e-04
2022-08-22 17:37:46,457 INFO [train.py:927] (6/8) Epoch 5, batch 4450, giga_loss[loss=0.2133, simple_loss=0.2921, pruned_loss=0.06729, over 12316.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03634, over 51.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3313, pruned_loss=0.09158, over 2474438.85 frames. utt_duration=527.3 frames, utt_pad_proportion=0.06749, over 18821.50 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3192, pruned_loss=0.07315, over 2228706.02 frames. utt_duration=1290 frames, utt_pad_proportion=0.0437, over 6917.14 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3323, pruned_loss=0.09359, over 2474841.81 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06805, over 20102.80 utterances.], batch size: 51, lr: 6.18e-04
2022-08-22 17:39:33,951 INFO [train.py:927] (6/8) Epoch 5, batch 4500, giga_loss[loss=0.268, simple_loss=0.332, pruned_loss=0.1019, over 12359.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.0302, over 85.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3307, pruned_loss=0.09233, over 2475020.06 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06567, over 19255.07 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3194, pruned_loss=0.07334, over 2232145.16 frames. utt_duration=1289 frames, utt_pad_proportion=0.04351, over 6936.29 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3315, pruned_loss=0.09402, over 2475543.39 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06637, over 20409.46 utterances.], batch size: 85, lr: 6.18e-04
2022-08-22 17:41:18,887 INFO [train.py:927] (6/8) Epoch 5, batch 4550, giga_loss[loss=0.2179, simple_loss=0.2949, pruned_loss=0.07044, over 12366.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03082, over 51.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.329, pruned_loss=0.09215, over 2474600.08 frames. utt_duration=498.7 frames, utt_pad_proportion=0.07081, over 19903.88 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3188, pruned_loss=0.0731, over 2237698.54 frames. utt_duration=1292 frames, utt_pad_proportion=0.04267, over 6935.73 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3305, pruned_loss=0.09414, over 2475459.31 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07153, over 21125.28 utterances.], batch size: 51, lr: 6.18e-04
2022-08-22 17:43:04,097 INFO [train.py:927] (6/8) Epoch 5, batch 4600, libri_loss[loss=0.2513, simple_loss=0.3372, pruned_loss=0.08275, over 12371.00 frames. utt_duration=762.8 frames, utt_pad_proportion=0.1088, over 65.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3279, pruned_loss=0.09147, over 2474175.60 frames. utt_duration=512.1 frames, utt_pad_proportion=0.06868, over 19380.14 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3185, pruned_loss=0.07298, over 2245588.75 frames. utt_duration=1290 frames, utt_pad_proportion=0.04234, over 6971.08 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3296, pruned_loss=0.09379, over 2475103.98 frames. utt_duration=478.6 frames, utt_pad_proportion=0.06985, over 20747.56 utterances.], batch size: 65, lr: 6.18e-04
2022-08-22 17:44:49,215 INFO [train.py:927] (6/8) Epoch 5, batch 4650, giga_loss[loss=0.2545, simple_loss=0.3264, pruned_loss=0.09132, over 12394.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04085, over 133.00 utterances.], tot_loss[loss=0.2545, simple_loss=0.3277, pruned_loss=0.09063, over 2473757.59 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06648, over 18926.50 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3184, pruned_loss=0.073, over 2253161.89 frames. utt_duration=1278 frames, utt_pad_proportion=0.04682, over 7062.54 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3295, pruned_loss=0.09306, over 2474794.46 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06652, over 20328.61 utterances.], batch size: 133, lr: 6.17e-04
2022-08-22 17:46:33,173 INFO [train.py:927] (6/8) Epoch 5, batch 4700, giga_loss[loss=0.2447, simple_loss=0.3287, pruned_loss=0.08032, over 12385.00 frames. utt_duration=973.1 frames, utt_pad_proportion=0.02983, over 51.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3283, pruned_loss=0.09054, over 2474088.88 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06677, over 19202.21 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3185, pruned_loss=0.07294, over 2258017.52 frames. utt_duration=1281 frames, utt_pad_proportion=0.04593, over 7057.02 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3299, pruned_loss=0.09291, over 2475468.42 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06727, over 20598.36 utterances.], batch size: 51, lr: 6.17e-04
2022-08-22 17:48:19,793 INFO [train.py:927] (6/8) Epoch 5, batch 4750, giga_loss[loss=0.3175, simple_loss=0.3523, pruned_loss=0.1413, over 12365.00 frames. utt_duration=135 frames, utt_pad_proportion=0.206, over 370.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.33, pruned_loss=0.09292, over 2474357.58 frames. utt_duration=495.2 frames, utt_pad_proportion=0.07258, over 20044.34 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3185, pruned_loss=0.07289, over 2262109.55 frames. utt_duration=1284 frames, utt_pad_proportion=0.04572, over 7058.00 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3314, pruned_loss=0.09519, over 2475644.22 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07282, over 21378.10 utterances.], batch size: 370, lr: 6.17e-04
2022-08-22 17:50:03,796 INFO [train.py:927] (6/8) Epoch 5, batch 4800, giga_loss[loss=0.2767, simple_loss=0.3422, pruned_loss=0.1056, over 12418.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03178, over 80.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3329, pruned_loss=0.09656, over 2474271.91 frames. utt_duration=475.4 frames, utt_pad_proportion=0.07225, over 20884.16 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3191, pruned_loss=0.0733, over 2265011.45 frames. utt_duration=1285 frames, utt_pad_proportion=0.04514, over 7058.10 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3338, pruned_loss=0.09831, over 2475530.08 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07272, over 22120.73 utterances.], batch size: 80, lr: 6.17e-04
2022-08-22 17:51:49,931 INFO [train.py:927] (6/8) Epoch 5, batch 4850, giga_loss[loss=0.2553, simple_loss=0.3323, pruned_loss=0.08915, over 12373.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03797, over 113.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3318, pruned_loss=0.09596, over 2474316.77 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07042, over 20825.83 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3186, pruned_loss=0.07298, over 2271246.96 frames. utt_duration=1288 frames, utt_pad_proportion=0.04421, over 7063.10 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3333, pruned_loss=0.09824, over 2475303.73 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07138, over 22169.60 utterances.], batch size: 113, lr: 6.17e-04
2022-08-22 17:53:34,351 INFO [train.py:927] (6/8) Epoch 5, batch 4900, giga_loss[loss=0.2445, simple_loss=0.2908, pruned_loss=0.09914, over 12351.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1997, over 367.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3307, pruned_loss=0.0939, over 2474449.93 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07219, over 21236.06 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3186, pruned_loss=0.073, over 2273321.30 frames. utt_duration=1289 frames, utt_pad_proportion=0.04384, over 7064.45 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.332, pruned_loss=0.09588, over 2475179.42 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07303, over 22416.05 utterances.], batch size: 367, lr: 6.17e-04
2022-08-22 17:55:21,054 INFO [train.py:927] (6/8) Epoch 5, batch 4950, giga_loss[loss=0.2834, simple_loss=0.3462, pruned_loss=0.1103, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04066, over 133.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3296, pruned_loss=0.09347, over 2474258.16 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07058, over 21053.13 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.319, pruned_loss=0.0733, over 2282921.78 frames. utt_duration=1293 frames, utt_pad_proportion=0.04265, over 7070.76 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3308, pruned_loss=0.09572, over 2475068.33 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07203, over 22599.64 utterances.], batch size: 133, lr: 6.17e-04
2022-08-22 17:57:04,376 INFO [train.py:927] (6/8) Epoch 5, batch 5000, giga_loss[loss=0.292, simple_loss=0.3515, pruned_loss=0.1163, over 12434.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03815, over 105.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3299, pruned_loss=0.09455, over 2474794.67 frames. utt_duration=470.3 frames, utt_pad_proportion=0.07118, over 21113.84 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3186, pruned_loss=0.07312, over 2287435.88 frames. utt_duration=1297 frames, utt_pad_proportion=0.04184, over 7061.17 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3314, pruned_loss=0.09693, over 2475635.83 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07276, over 22667.38 utterances.], batch size: 105, lr: 6.16e-04
2022-08-22 17:58:53,131 INFO [train.py:927] (6/8) Epoch 5, batch 5050, giga_loss[loss=0.2667, simple_loss=0.3455, pruned_loss=0.09397, over 12418.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04982, over 161.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3328, pruned_loss=0.09417, over 2475041.66 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07003, over 20845.39 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3185, pruned_loss=0.07311, over 2290090.80 frames. utt_duration=1296 frames, utt_pad_proportion=0.04176, over 7075.21 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3341, pruned_loss=0.09634, over 2475821.62 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07152, over 22246.61 utterances.], batch size: 161, lr: 6.16e-04
2022-08-22 18:00:38,262 INFO [train.py:927] (6/8) Epoch 5, batch 5100, giga_loss[loss=0.2056, simple_loss=0.2946, pruned_loss=0.05829, over 12402.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04487, over 26.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.335, pruned_loss=0.09532, over 2475402.32 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07024, over 20968.20 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3184, pruned_loss=0.07301, over 2292865.65 frames. utt_duration=1296 frames, utt_pad_proportion=0.04161, over 7084.03 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3364, pruned_loss=0.09742, over 2476002.59 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07159, over 22254.86 utterances.], batch size: 26, lr: 6.16e-04
2022-08-22 18:02:27,390 INFO [train.py:927] (6/8) Epoch 5, batch 5150, libri_loss[loss=0.183, simple_loss=0.2729, pruned_loss=0.04653, over 12304.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.03527, over 27.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3352, pruned_loss=0.09585, over 2474793.72 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06837, over 20537.64 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3175, pruned_loss=0.07242, over 2297543.98 frames. utt_duration=1305 frames, utt_pad_proportion=0.04086, over 7052.82 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.3377, pruned_loss=0.09872, over 2475945.85 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07001, over 21987.82 utterances.], batch size: 27, lr: 6.16e-04
2022-08-22 18:04:13,571 INFO [train.py:927] (6/8) Epoch 5, batch 5200, giga_loss[loss=0.2073, simple_loss=0.273, pruned_loss=0.07084, over 12480.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03613, over 40.00 utterances.], tot_loss[loss=0.2619, simple_loss=0.3333, pruned_loss=0.09527, over 2474775.30 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06833, over 20175.86 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3173, pruned_loss=0.07237, over 2301959.20 frames. utt_duration=1308 frames, utt_pad_proportion=0.04004, over 7047.56 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3358, pruned_loss=0.0981, over 2475673.27 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07007, over 21632.66 utterances.], batch size: 40, lr: 6.16e-04
2022-08-22 18:05:58,801 INFO [train.py:927] (6/8) Epoch 5, batch 5250, giga_loss[loss=0.3122, simple_loss=0.3697, pruned_loss=0.1273, over 12426.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06129, over 183.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3333, pruned_loss=0.09585, over 2474774.06 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06322, over 20177.75 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3175, pruned_loss=0.0723, over 2304537.82 frames. utt_duration=1309 frames, utt_pad_proportion=0.03955, over 7051.84 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3353, pruned_loss=0.09845, over 2475484.82 frames. utt_duration=462 frames, utt_pad_proportion=0.06516, over 21501.81 utterances.], batch size: 183, lr: 6.16e-04
2022-08-22 18:07:44,759 INFO [train.py:927] (6/8) Epoch 5, batch 5300, giga_loss[loss=0.2807, simple_loss=0.3457, pruned_loss=0.1079, over 12399.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03952, over 133.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3335, pruned_loss=0.09695, over 2475512.96 frames. utt_duration=474.5 frames, utt_pad_proportion=0.06877, over 20933.42 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3173, pruned_loss=0.0723, over 2307959.92 frames. utt_duration=1303 frames, utt_pad_proportion=0.04057, over 7092.45 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3355, pruned_loss=0.09945, over 2476043.04 frames. utt_duration=447.7 frames, utt_pad_proportion=0.06988, over 22192.53 utterances.], batch size: 133, lr: 6.16e-04
2022-08-22 18:09:29,416 INFO [train.py:927] (6/8) Epoch 5, batch 5350, giga_loss[loss=0.2346, simple_loss=0.3123, pruned_loss=0.0784, over 12441.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03676, over 133.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3314, pruned_loss=0.09546, over 2475213.71 frames. utt_duration=486.8 frames, utt_pad_proportion=0.06745, over 20401.82 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3173, pruned_loss=0.07242, over 2313771.58 frames. utt_duration=1286 frames, utt_pad_proportion=0.04548, over 7207.23 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3335, pruned_loss=0.09812, over 2475597.15 frames. utt_duration=457.1 frames, utt_pad_proportion=0.06739, over 21734.19 utterances.], batch size: 133, lr: 6.15e-04
2022-08-22 18:11:12,799 INFO [train.py:927] (6/8) Epoch 5, batch 5400, giga_loss[loss=0.3522, simple_loss=0.3863, pruned_loss=0.159, over 12377.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1117, over 260.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3333, pruned_loss=0.09646, over 2474876.19 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07268, over 20618.08 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3175, pruned_loss=0.07297, over 2319873.10 frames. utt_duration=1270 frames, utt_pad_proportion=0.05009, over 7315.10 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3353, pruned_loss=0.09897, over 2475435.20 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07138, over 22073.57 utterances.], batch size: 260, lr: 6.15e-04
2022-08-22 18:12:58,611 INFO [train.py:927] (6/8) Epoch 5, batch 5450, giga_loss[loss=0.238, simple_loss=0.334, pruned_loss=0.07105, over 12407.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02521, over 48.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3334, pruned_loss=0.09616, over 2474321.43 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06988, over 20274.71 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3169, pruned_loss=0.07284, over 2324192.30 frames. utt_duration=1275 frames, utt_pad_proportion=0.04897, over 7302.72 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.336, pruned_loss=0.0989, over 2475011.81 frames. utt_duration=455.6 frames, utt_pad_proportion=0.06954, over 21802.04 utterances.], batch size: 48, lr: 6.15e-04
2022-08-22 18:14:45,327 INFO [train.py:927] (6/8) Epoch 5, batch 5500, giga_loss[loss=0.2266, simple_loss=0.3238, pruned_loss=0.06473, over 12345.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02905, over 66.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.334, pruned_loss=0.09379, over 2474478.53 frames. utt_duration=510.6 frames, utt_pad_proportion=0.06745, over 19439.86 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3167, pruned_loss=0.07282, over 2329081.78 frames. utt_duration=1278 frames, utt_pad_proportion=0.04766, over 7297.20 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3368, pruned_loss=0.09673, over 2475296.90 frames. utt_duration=471.1 frames, utt_pad_proportion=0.068, over 21082.28 utterances.], batch size: 66, lr: 6.15e-04
2022-08-22 18:16:27,579 INFO [train.py:927] (6/8) Epoch 5, batch 5550, giga_loss[loss=0.3654, simple_loss=0.3922, pruned_loss=0.1693, over 12366.00 frames. utt_duration=134 frames, utt_pad_proportion=0.212, over 373.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3364, pruned_loss=0.09525, over 2474800.45 frames. utt_duration=493.9 frames, utt_pad_proportion=0.07156, over 20102.22 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3166, pruned_loss=0.07274, over 2335510.84 frames. utt_duration=1280 frames, utt_pad_proportion=0.04627, over 7304.34 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3394, pruned_loss=0.09849, over 2475444.19 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07229, over 21883.65 utterances.], batch size: 373, lr: 6.15e-04
2022-08-22 18:18:11,368 INFO [train.py:927] (6/8) Epoch 5, batch 5600, giga_loss[loss=0.2342, simple_loss=0.3094, pruned_loss=0.07953, over 12446.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03002, over 80.00 utterances.], tot_loss[loss=0.2672, simple_loss=0.3386, pruned_loss=0.09789, over 2474731.39 frames. utt_duration=488.6 frames, utt_pad_proportion=0.07188, over 20321.15 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3162, pruned_loss=0.07264, over 2339764.78 frames. utt_duration=1284 frames, utt_pad_proportion=0.04535, over 7297.96 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.342, pruned_loss=0.1013, over 2475742.02 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07291, over 22161.61 utterances.], batch size: 80, lr: 6.15e-04
2022-08-22 18:19:56,236 INFO [train.py:927] (6/8) Epoch 5, batch 5650, giga_loss[loss=0.2408, simple_loss=0.3324, pruned_loss=0.07463, over 12236.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03268, over 45.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.337, pruned_loss=0.09645, over 2474381.76 frames. utt_duration=500.9 frames, utt_pad_proportion=0.0676, over 19817.64 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3161, pruned_loss=0.07249, over 2342562.07 frames. utt_duration=1286 frames, utt_pad_proportion=0.04462, over 7297.03 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3402, pruned_loss=0.09976, over 2475076.68 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06913, over 21511.17 utterances.], batch size: 45, lr: 6.15e-04
2022-08-22 18:21:40,325 INFO [train.py:927] (6/8) Epoch 5, batch 5700, giga_loss[loss=0.2523, simple_loss=0.3389, pruned_loss=0.08286, over 12389.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.02923, over 62.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3357, pruned_loss=0.09393, over 2474613.56 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06477, over 19460.03 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3157, pruned_loss=0.07228, over 2346385.09 frames. utt_duration=1288 frames, utt_pad_proportion=0.04368, over 7295.17 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.3392, pruned_loss=0.09736, over 2475251.47 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06673, over 21145.59 utterances.], batch size: 62, lr: 6.14e-04
2022-08-22 18:23:27,163 INFO [train.py:927] (6/8) Epoch 5, batch 5750, giga_loss[loss=0.2426, simple_loss=0.3267, pruned_loss=0.07925, over 12369.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04245, over 133.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3377, pruned_loss=0.09588, over 2474960.45 frames. utt_duration=492.6 frames, utt_pad_proportion=0.07064, over 20158.03 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3158, pruned_loss=0.07254, over 2350826.45 frames. utt_duration=1273 frames, utt_pad_proportion=0.04783, over 7394.54 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3411, pruned_loss=0.09915, over 2475449.89 frames. utt_duration=455.2 frames, utt_pad_proportion=0.07084, over 21823.68 utterances.], batch size: 133, lr: 6.14e-04
2022-08-22 18:25:09,454 INFO [train.py:927] (6/8) Epoch 5, batch 5800, giga_loss[loss=0.2704, simple_loss=0.3354, pruned_loss=0.1027, over 12346.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02972, over 48.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3373, pruned_loss=0.0966, over 2474887.46 frames. utt_duration=487 frames, utt_pad_proportion=0.07096, over 20388.84 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3158, pruned_loss=0.07252, over 2351984.51 frames. utt_duration=1274 frames, utt_pad_proportion=0.04745, over 7390.62 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3401, pruned_loss=0.0994, over 2475339.73 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07127, over 21816.48 utterances.], batch size: 48, lr: 6.14e-04
2022-08-22 18:26:55,884 INFO [train.py:927] (6/8) Epoch 5, batch 5850, giga_loss[loss=0.21, simple_loss=0.2942, pruned_loss=0.06294, over 12174.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.03838, over 28.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3354, pruned_loss=0.09603, over 2474584.87 frames. utt_duration=501.9 frames, utt_pad_proportion=0.06891, over 19779.21 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3159, pruned_loss=0.07233, over 2353968.64 frames. utt_duration=1276 frames, utt_pad_proportion=0.04715, over 7390.66 utterances.], giga_tot_loss[loss=0.2678, simple_loss=0.3379, pruned_loss=0.09882, over 2475332.67 frames. utt_duration=470.1 frames, utt_pad_proportion=0.0695, over 21130.04 utterances.], batch size: 28, lr: 6.14e-04
2022-08-22 18:28:40,717 INFO [train.py:927] (6/8) Epoch 5, batch 5900, giga_loss[loss=0.295, simple_loss=0.3353, pruned_loss=0.1274, over 12346.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2125, over 373.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3355, pruned_loss=0.09746, over 2474396.20 frames. utt_duration=466.7 frames, utt_pad_proportion=0.08021, over 21275.26 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3164, pruned_loss=0.07248, over 2356375.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.04638, over 7385.85 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3376, pruned_loss=0.09998, over 2475001.40 frames. utt_duration=440 frames, utt_pad_proportion=0.08039, over 22573.39 utterances.], batch size: 373, lr: 6.14e-04
2022-08-22 18:30:24,014 INFO [train.py:927] (6/8) Epoch 5, batch 5950, giga_loss[loss=0.2383, simple_loss=0.3112, pruned_loss=0.0827, over 12376.00 frames. utt_duration=306.9 frames, utt_pad_proportion=0.05264, over 162.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3324, pruned_loss=0.0948, over 2474584.65 frames. utt_duration=453 frames, utt_pad_proportion=0.07735, over 21920.52 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.316, pruned_loss=0.07238, over 2358100.13 frames. utt_duration=1280 frames, utt_pad_proportion=0.0459, over 7376.05 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3346, pruned_loss=0.09722, over 2475103.49 frames. utt_duration=429 frames, utt_pad_proportion=0.07791, over 23159.72 utterances.], batch size: 162, lr: 6.14e-04
2022-08-22 18:32:12,605 INFO [train.py:927] (6/8) Epoch 5, batch 6000, giga_loss[loss=0.2327, simple_loss=0.3076, pruned_loss=0.0789, over 12373.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3299, pruned_loss=0.09295, over 2474391.89 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07492, over 21683.95 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3158, pruned_loss=0.07235, over 2360705.66 frames. utt_duration=1269 frames, utt_pad_proportion=0.05083, over 7451.31 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3321, pruned_loss=0.09536, over 2475058.54 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07431, over 22924.55 utterances.], batch size: 62, lr: 6.14e-04
2022-08-22 18:32:12,607 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 18:32:26,448 INFO [train.py:967] (6/8) Epoch 5, validation: loss=0.1958, simple_loss=0.304, pruned_loss=0.04377, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 18:34:11,212 INFO [train.py:927] (6/8) Epoch 5, batch 6050, giga_loss[loss=0.2359, simple_loss=0.3114, pruned_loss=0.08023, over 12417.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03752, over 105.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3272, pruned_loss=0.09169, over 2474476.67 frames. utt_duration=461.9 frames, utt_pad_proportion=0.07359, over 21495.66 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3157, pruned_loss=0.07223, over 2362836.30 frames. utt_duration=1272 frames, utt_pad_proportion=0.04986, over 7440.09 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3293, pruned_loss=0.09416, over 2475626.23 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07361, over 22819.74 utterances.], batch size: 105, lr: 6.13e-04
2022-08-22 18:35:52,609 INFO [train.py:927] (6/8) Epoch 5, batch 6100, giga_loss[loss=0.2753, simple_loss=0.3454, pruned_loss=0.1026, over 12437.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.037, over 133.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3268, pruned_loss=0.09074, over 2474866.60 frames. utt_duration=478.7 frames, utt_pad_proportion=0.06996, over 20744.37 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3149, pruned_loss=0.07193, over 2368384.76 frames. utt_duration=1278 frames, utt_pad_proportion=0.04809, over 7421.26 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3298, pruned_loss=0.09387, over 2475744.44 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07105, over 22448.19 utterances.], batch size: 133, lr: 6.13e-04
2022-08-22 18:37:37,324 INFO [train.py:927] (6/8) Epoch 5, batch 6150, giga_loss[loss=0.3134, simple_loss=0.3537, pruned_loss=0.1366, over 12408.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1029, over 258.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3283, pruned_loss=0.09289, over 2474270.44 frames. utt_duration=443.9 frames, utt_pad_proportion=0.08039, over 22367.81 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.315, pruned_loss=0.07212, over 2369161.96 frames. utt_duration=1278 frames, utt_pad_proportion=0.04779, over 7426.01 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3307, pruned_loss=0.09536, over 2475222.21 frames. utt_duration=417 frames, utt_pad_proportion=0.08073, over 23830.31 utterances.], batch size: 258, lr: 6.13e-04
2022-08-22 18:39:16,854 INFO [train.py:927] (6/8) Epoch 5, batch 6200, giga_loss[loss=0.2853, simple_loss=0.3522, pruned_loss=0.1092, over 12272.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.03785, over 51.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3313, pruned_loss=0.09476, over 2474639.84 frames. utt_duration=440.7 frames, utt_pad_proportion=0.08279, over 22535.22 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3163, pruned_loss=0.0725, over 2373113.21 frames. utt_duration=1276 frames, utt_pad_proportion=0.04685, over 7449.25 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3326, pruned_loss=0.09721, over 2475621.98 frames. utt_duration=409.9 frames, utt_pad_proportion=0.08362, over 24244.39 utterances.], batch size: 51, lr: 6.13e-04
2022-08-22 18:41:07,422 INFO [train.py:927] (6/8) Epoch 5, batch 6250, giga_loss[loss=0.252, simple_loss=0.3183, pruned_loss=0.09282, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04381, over 34.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3317, pruned_loss=0.09488, over 2474843.59 frames. utt_duration=450 frames, utt_pad_proportion=0.08176, over 22071.02 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3159, pruned_loss=0.07228, over 2375495.35 frames. utt_duration=1278 frames, utt_pad_proportion=0.04603, over 7441.13 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3335, pruned_loss=0.09752, over 2475746.65 frames. utt_duration=417.8 frames, utt_pad_proportion=0.08304, over 23784.86 utterances.], batch size: 34, lr: 6.13e-04
2022-08-22 18:42:51,480 INFO [train.py:927] (6/8) Epoch 5, batch 6300, giga_loss[loss=0.3158, simple_loss=0.3914, pruned_loss=0.1201, over 12395.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04457, over 146.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3321, pruned_loss=0.09575, over 2475401.63 frames. utt_duration=445.9 frames, utt_pad_proportion=0.0835, over 22277.43 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3154, pruned_loss=0.07212, over 2379083.44 frames. utt_duration=1283 frames, utt_pad_proportion=0.04484, over 7423.09 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3344, pruned_loss=0.09876, over 2475978.87 frames. utt_duration=411.6 frames, utt_pad_proportion=0.08513, over 24146.24 utterances.], batch size: 146, lr: 6.13e-04
2022-08-22 18:44:40,561 INFO [train.py:927] (6/8) Epoch 5, batch 6350, giga_loss[loss=0.2325, simple_loss=0.308, pruned_loss=0.07854, over 12366.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03151, over 58.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3328, pruned_loss=0.09481, over 2475497.49 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07671, over 21668.47 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3155, pruned_loss=0.07218, over 2379581.02 frames. utt_duration=1283 frames, utt_pad_proportion=0.04473, over 7428.98 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3346, pruned_loss=0.09723, over 2475936.98 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07856, over 23186.59 utterances.], batch size: 58, lr: 6.13e-04
2022-08-22 18:46:25,252 INFO [train.py:927] (6/8) Epoch 5, batch 6400, giga_loss[loss=0.2562, simple_loss=0.3221, pruned_loss=0.09512, over 12447.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.0434, over 114.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3322, pruned_loss=0.09506, over 2475662.91 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07525, over 21533.31 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3153, pruned_loss=0.07219, over 2381107.92 frames. utt_duration=1285 frames, utt_pad_proportion=0.04404, over 7421.44 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.334, pruned_loss=0.09733, over 2476320.95 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07715, over 22976.60 utterances.], batch size: 114, lr: 6.13e-04
2022-08-22 18:48:10,380 INFO [train.py:927] (6/8) Epoch 5, batch 6450, giga_loss[loss=0.3085, simple_loss=0.3619, pruned_loss=0.1276, over 12359.00 frames. utt_duration=274.8 frames, utt_pad_proportion=0.05559, over 181.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3326, pruned_loss=0.09703, over 2475716.52 frames. utt_duration=432.3 frames, utt_pad_proportion=0.08224, over 22981.85 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3156, pruned_loss=0.0722, over 2383214.74 frames. utt_duration=1286 frames, utt_pad_proportion=0.04372, over 7422.95 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3342, pruned_loss=0.09924, over 2476038.86 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08356, over 24382.80 utterances.], batch size: 181, lr: 6.12e-04
2022-08-22 18:49:52,653 INFO [train.py:927] (6/8) Epoch 5, batch 6500, giga_loss[loss=0.2314, simple_loss=0.3034, pruned_loss=0.07973, over 12391.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02633, over 48.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3319, pruned_loss=0.09652, over 2475571.39 frames. utt_duration=439.7 frames, utt_pad_proportion=0.083, over 22597.25 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3163, pruned_loss=0.07253, over 2385397.98 frames. utt_duration=1273 frames, utt_pad_proportion=0.04533, over 7503.99 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3329, pruned_loss=0.09854, over 2475908.96 frames. utt_duration=414.4 frames, utt_pad_proportion=0.08394, over 23981.95 utterances.], batch size: 48, lr: 6.12e-04
2022-08-22 18:51:35,411 INFO [train.py:927] (6/8) Epoch 5, batch 6550, giga_loss[loss=0.271, simple_loss=0.3444, pruned_loss=0.09879, over 12338.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03062, over 91.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3324, pruned_loss=0.09682, over 2475055.86 frames. utt_duration=449.9 frames, utt_pad_proportion=0.0817, over 22078.90 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3164, pruned_loss=0.0727, over 2387833.21 frames. utt_duration=1277 frames, utt_pad_proportion=0.04433, over 7489.00 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3336, pruned_loss=0.09895, over 2475530.00 frames. utt_duration=420.7 frames, utt_pad_proportion=0.0832, over 23621.46 utterances.], batch size: 91, lr: 6.12e-04
2022-08-22 18:53:19,146 INFO [train.py:927] (6/8) Epoch 5, batch 6600, giga_loss[loss=0.2869, simple_loss=0.3496, pruned_loss=0.112, over 12459.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03351, over 86.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3346, pruned_loss=0.0991, over 2474805.82 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07892, over 22254.63 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3163, pruned_loss=0.07265, over 2389186.33 frames. utt_duration=1279 frames, utt_pad_proportion=0.04381, over 7480.74 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3358, pruned_loss=0.1011, over 2475124.62 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08055, over 23667.25 utterances.], batch size: 86, lr: 6.12e-04
2022-08-22 18:55:06,234 INFO [train.py:927] (6/8) Epoch 5, batch 6650, giga_loss[loss=0.3058, simple_loss=0.368, pruned_loss=0.1218, over 12405.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03975, over 133.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3351, pruned_loss=0.09984, over 2474577.25 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08363, over 22783.47 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3167, pruned_loss=0.07281, over 2389864.45 frames. utt_duration=1266 frames, utt_pad_proportion=0.04809, over 7558.94 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.3359, pruned_loss=0.1015, over 2474973.01 frames. utt_duration=414.8 frames, utt_pad_proportion=0.08369, over 23953.12 utterances.], batch size: 133, lr: 6.12e-04
2022-08-22 18:56:48,887 INFO [train.py:927] (6/8) Epoch 5, batch 6700, giga_loss[loss=0.2595, simple_loss=0.3359, pruned_loss=0.09149, over 12353.00 frames. utt_duration=1902 frames, utt_pad_proportion=0.04711, over 26.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.3346, pruned_loss=0.09823, over 2474783.90 frames. utt_duration=460 frames, utt_pad_proportion=0.08241, over 21590.80 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3165, pruned_loss=0.07275, over 2392795.06 frames. utt_duration=1253 frames, utt_pad_proportion=0.05251, over 7650.74 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.336, pruned_loss=0.1005, over 2475080.78 frames. utt_duration=433.6 frames, utt_pad_proportion=0.08152, over 22911.25 utterances.], batch size: 26, lr: 6.12e-04
2022-08-22 18:58:30,766 INFO [train.py:927] (6/8) Epoch 5, batch 6750, libri_loss[loss=0.2501, simple_loss=0.3298, pruned_loss=0.08516, over 12468.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006961, over 37.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3354, pruned_loss=0.09888, over 2474441.34 frames. utt_duration=469.9 frames, utt_pad_proportion=0.0816, over 21129.30 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3162, pruned_loss=0.07277, over 2394890.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.05246, over 7664.46 utterances.], giga_tot_loss[loss=0.2698, simple_loss=0.3371, pruned_loss=0.1012, over 2474598.49 frames. utt_duration=441.8 frames, utt_pad_proportion=0.08118, over 22480.41 utterances.], batch size: 37, lr: 6.12e-04
2022-08-22 19:00:13,830 INFO [train.py:927] (6/8) Epoch 5, batch 6800, giga_loss[loss=0.2398, simple_loss=0.3318, pruned_loss=0.07393, over 12372.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05265, over 34.00 utterances.], tot_loss[loss=0.265, simple_loss=0.335, pruned_loss=0.09752, over 2473920.70 frames. utt_duration=493.5 frames, utt_pad_proportion=0.07549, over 20113.79 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3167, pruned_loss=0.07319, over 2397925.76 frames. utt_duration=1244 frames, utt_pad_proportion=0.05497, over 7721.93 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3368, pruned_loss=0.1001, over 2474448.06 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07515, over 21686.36 utterances.], batch size: 34, lr: 6.11e-04
2022-08-22 19:01:53,982 INFO [train.py:927] (6/8) Epoch 5, batch 6850, giga_loss[loss=0.2764, simple_loss=0.3435, pruned_loss=0.1046, over 12368.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.0608, over 182.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3365, pruned_loss=0.09866, over 2474208.42 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07335, over 21115.49 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3166, pruned_loss=0.07317, over 2398893.33 frames. utt_duration=1247 frames, utt_pad_proportion=0.0545, over 7703.24 utterances.], giga_tot_loss[loss=0.2702, simple_loss=0.3382, pruned_loss=0.101, over 2474768.59 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07341, over 22552.37 utterances.], batch size: 182, lr: 6.11e-04
2022-08-22 19:03:34,927 INFO [train.py:927] (6/8) Epoch 5, batch 6900, libri_loss[loss=0.1926, simple_loss=0.2857, pruned_loss=0.04975, over 12408.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008009, over 30.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3349, pruned_loss=0.0976, over 2474039.68 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07638, over 21371.96 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3162, pruned_loss=0.0731, over 2400923.47 frames. utt_duration=1253 frames, utt_pad_proportion=0.05323, over 7671.14 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3372, pruned_loss=0.1004, over 2474993.90 frames. utt_duration=432.4 frames, utt_pad_proportion=0.0768, over 22975.29 utterances.], batch size: 30, lr: 6.11e-04
2022-08-22 19:05:13,593 INFO [train.py:927] (6/8) Epoch 5, batch 6950, giga_loss[loss=0.2487, simple_loss=0.3313, pruned_loss=0.08309, over 12384.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.03007, over 51.00 utterances.], tot_loss[loss=0.2654, simple_loss=0.3354, pruned_loss=0.09765, over 2473748.57 frames. utt_duration=474 frames, utt_pad_proportion=0.07305, over 20942.02 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3158, pruned_loss=0.07298, over 2403043.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.05238, over 7641.07 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3383, pruned_loss=0.1007, over 2474872.62 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07412, over 22683.15 utterances.], batch size: 51, lr: 6.11e-04
2022-08-22 19:06:59,394 INFO [train.py:927] (6/8) Epoch 5, batch 7000, giga_loss[loss=0.2452, simple_loss=0.324, pruned_loss=0.08322, over 12349.00 frames. utt_duration=1337 frames, utt_pad_proportion=0.04189, over 37.00 utterances.], tot_loss[loss=0.2666, simple_loss=0.3354, pruned_loss=0.09893, over 2474025.10 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07492, over 21273.00 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3153, pruned_loss=0.07279, over 2404719.76 frames. utt_duration=1260 frames, utt_pad_proportion=0.05226, over 7643.69 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.3385, pruned_loss=0.1021, over 2474996.60 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07585, over 22954.83 utterances.], batch size: 37, lr: 6.11e-04
2022-08-22 19:08:43,202 INFO [train.py:927] (6/8) Epoch 5, batch 7050, giga_loss[loss=0.2853, simple_loss=0.3545, pruned_loss=0.108, over 12414.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05018, over 161.00 utterances.], tot_loss[loss=0.2678, simple_loss=0.3364, pruned_loss=0.09961, over 2474016.54 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07517, over 21471.51 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3158, pruned_loss=0.07285, over 2405844.66 frames. utt_duration=1260 frames, utt_pad_proportion=0.05171, over 7649.67 utterances.], giga_tot_loss[loss=0.2719, simple_loss=0.3388, pruned_loss=0.1025, over 2474992.45 frames. utt_duration=431.1 frames, utt_pad_proportion=0.0762, over 23041.49 utterances.], batch size: 161, lr: 6.11e-04
2022-08-22 19:10:24,624 INFO [train.py:927] (6/8) Epoch 5, batch 7100, giga_loss[loss=0.3086, simple_loss=0.3462, pruned_loss=0.1355, over 12363.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2095, over 372.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3359, pruned_loss=0.09892, over 2473970.74 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07451, over 21087.94 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3154, pruned_loss=0.07277, over 2408527.77 frames. utt_duration=1263 frames, utt_pad_proportion=0.05064, over 7638.20 utterances.], giga_tot_loss[loss=0.2718, simple_loss=0.339, pruned_loss=0.1024, over 2474754.68 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07596, over 22869.66 utterances.], batch size: 372, lr: 6.11e-04
2022-08-22 19:12:11,379 INFO [train.py:927] (6/8) Epoch 5, batch 7150, giga_loss[loss=0.2503, simple_loss=0.3193, pruned_loss=0.09059, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04354, over 31.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3359, pruned_loss=0.09788, over 2473775.99 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07206, over 20478.02 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3154, pruned_loss=0.07267, over 2410797.20 frames. utt_duration=1259 frames, utt_pad_proportion=0.05031, over 7667.42 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3391, pruned_loss=0.1017, over 2474689.25 frames. utt_duration=444 frames, utt_pad_proportion=0.07384, over 22370.55 utterances.], batch size: 31, lr: 6.10e-04
2022-08-22 19:13:54,009 INFO [train.py:927] (6/8) Epoch 5, batch 7200, giga_loss[loss=0.3, simple_loss=0.3606, pruned_loss=0.1198, over 12404.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06251, over 183.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3355, pruned_loss=0.09832, over 2474092.77 frames. utt_duration=459.1 frames, utt_pad_proportion=0.07888, over 21624.02 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3151, pruned_loss=0.07256, over 2412568.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.04939, over 7651.94 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3388, pruned_loss=0.102, over 2474632.53 frames. utt_duration=423.9 frames, utt_pad_proportion=0.08014, over 23432.39 utterances.], batch size: 183, lr: 6.10e-04
2022-08-22 19:15:41,209 INFO [train.py:927] (6/8) Epoch 5, batch 7250, giga_loss[loss=0.2326, simple_loss=0.3059, pruned_loss=0.0797, over 12428.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.0363, over 105.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3318, pruned_loss=0.09629, over 2474552.64 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07534, over 20378.14 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3151, pruned_loss=0.07258, over 2412898.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.049, over 7645.45 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3345, pruned_loss=0.09937, over 2475209.53 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07682, over 21918.52 utterances.], batch size: 105, lr: 6.10e-04
2022-08-22 19:17:26,020 INFO [train.py:927] (6/8) Epoch 5, batch 7300, giga_loss[loss=0.2873, simple_loss=0.3463, pruned_loss=0.1142, over 12394.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05848, over 182.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3304, pruned_loss=0.09582, over 2474417.19 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07377, over 20620.11 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3156, pruned_loss=0.07277, over 2414702.76 frames. utt_duration=1263 frames, utt_pad_proportion=0.04826, over 7656.16 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3325, pruned_loss=0.09874, over 2474964.65 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07553, over 22183.13 utterances.], batch size: 182, lr: 6.10e-04
2022-08-22 19:19:12,711 INFO [train.py:927] (6/8) Epoch 5, batch 7350, giga_loss[loss=0.2464, simple_loss=0.3272, pruned_loss=0.0828, over 12390.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05171, over 161.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3292, pruned_loss=0.09522, over 2474123.24 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07708, over 21362.53 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3157, pruned_loss=0.07264, over 2415381.48 frames. utt_duration=1266 frames, utt_pad_proportion=0.04782, over 7642.38 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3311, pruned_loss=0.09792, over 2474745.15 frames. utt_duration=436 frames, utt_pad_proportion=0.0785, over 22781.64 utterances.], batch size: 161, lr: 6.10e-04
2022-08-22 19:20:57,122 INFO [train.py:927] (6/8) Epoch 5, batch 7400, libri_loss[loss=0.286, simple_loss=0.3697, pruned_loss=0.1012, over 12482.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006795, over 36.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3285, pruned_loss=0.09212, over 2474805.96 frames. utt_duration=454.4 frames, utt_pad_proportion=0.0737, over 21854.11 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3159, pruned_loss=0.07269, over 2416938.84 frames. utt_duration=1270 frames, utt_pad_proportion=0.04692, over 7618.58 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.33, pruned_loss=0.09469, over 2475217.54 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07543, over 23331.30 utterances.], batch size: 36, lr: 6.10e-04
2022-08-22 19:22:40,699 INFO [train.py:927] (6/8) Epoch 5, batch 7450, libri_loss[loss=0.2522, simple_loss=0.3302, pruned_loss=0.0871, over 12468.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00706, over 37.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3255, pruned_loss=0.08867, over 2475661.59 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07207, over 22410.43 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3153, pruned_loss=0.07252, over 2418835.06 frames. utt_duration=1277 frames, utt_pad_proportion=0.04574, over 7588.48 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3276, pruned_loss=0.09145, over 2476091.48 frames. utt_duration=412.7 frames, utt_pad_proportion=0.07407, over 24085.83 utterances.], batch size: 37, lr: 6.10e-04
2022-08-22 19:24:23,943 INFO [train.py:927] (6/8) Epoch 5, batch 7500, giga_loss[loss=0.2455, simple_loss=0.3311, pruned_loss=0.07989, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04219, over 146.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3236, pruned_loss=0.08554, over 2476174.60 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07234, over 22973.25 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3152, pruned_loss=0.07241, over 2420647.53 frames. utt_duration=1277 frames, utt_pad_proportion=0.04483, over 7590.80 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3256, pruned_loss=0.08826, over 2476411.45 frames. utt_duration=401.7 frames, utt_pad_proportion=0.07442, over 24751.45 utterances.], batch size: 146, lr: 6.10e-04
2022-08-22 19:26:05,735 INFO [train.py:927] (6/8) Epoch 5, batch 7550, giga_loss[loss=0.2118, simple_loss=0.2923, pruned_loss=0.06562, over 12267.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02757, over 42.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3227, pruned_loss=0.08427, over 2476294.38 frames. utt_duration=412 frames, utt_pad_proportion=0.07631, over 24123.37 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3151, pruned_loss=0.07244, over 2422502.45 frames. utt_duration=1277 frames, utt_pad_proportion=0.04457, over 7599.10 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3246, pruned_loss=0.08677, over 2476277.52 frames. utt_duration=382.6 frames, utt_pad_proportion=0.07796, over 25984.72 utterances.], batch size: 42, lr: 6.09e-04
2022-08-22 19:27:47,764 INFO [train.py:927] (6/8) Epoch 5, batch 7600, giga_loss[loss=0.2105, simple_loss=0.2947, pruned_loss=0.06313, over 12426.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.05451, over 162.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3203, pruned_loss=0.08176, over 2476481.75 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07262, over 23890.14 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3153, pruned_loss=0.0724, over 2424085.33 frames. utt_duration=1274 frames, utt_pad_proportion=0.04484, over 7619.25 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3218, pruned_loss=0.08414, over 2476715.48 frames. utt_duration=384.2 frames, utt_pad_proportion=0.07439, over 25880.27 utterances.], batch size: 162, lr: 6.09e-04
2022-08-22 19:29:31,121 INFO [train.py:927] (6/8) Epoch 5, batch 7650, giga_loss[loss=0.2577, simple_loss=0.3286, pruned_loss=0.09344, over 12411.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06233, over 183.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3188, pruned_loss=0.08022, over 2477201.23 frames. utt_duration=418 frames, utt_pad_proportion=0.0679, over 23787.99 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3154, pruned_loss=0.07235, over 2424798.66 frames. utt_duration=1274 frames, utt_pad_proportion=0.04451, over 7622.07 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.32, pruned_loss=0.08221, over 2477218.42 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06977, over 25494.14 utterances.], batch size: 183, lr: 6.09e-04
2022-08-22 19:31:13,735 INFO [train.py:927] (6/8) Epoch 5, batch 7700, giga_loss[loss=0.2151, simple_loss=0.3012, pruned_loss=0.06451, over 12365.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.0532, over 161.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3162, pruned_loss=0.07817, over 2476769.78 frames. utt_duration=408.9 frames, utt_pad_proportion=0.07132, over 24316.30 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3152, pruned_loss=0.07226, over 2425599.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.04406, over 7601.84 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3174, pruned_loss=0.07992, over 2476763.57 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07276, over 25904.57 utterances.], batch size: 161, lr: 6.09e-04
2022-08-22 19:32:56,237 INFO [train.py:927] (6/8) Epoch 5, batch 7750, giga_loss[loss=0.1975, simple_loss=0.2817, pruned_loss=0.05663, over 12400.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06287, over 183.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.311, pruned_loss=0.07499, over 2476985.01 frames. utt_duration=398.7 frames, utt_pad_proportion=0.07652, over 24939.90 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3152, pruned_loss=0.07223, over 2425612.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.04388, over 7598.83 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.312, pruned_loss=0.07639, over 2477183.39 frames. utt_duration=378.9 frames, utt_pad_proportion=0.07744, over 26254.45 utterances.], batch size: 183, lr: 6.09e-04
2022-08-22 19:34:41,287 INFO [train.py:927] (6/8) Epoch 5, batch 7800, giga_loss[loss=0.2392, simple_loss=0.3262, pruned_loss=0.07607, over 12369.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.03171, over 97.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3093, pruned_loss=0.07399, over 2476585.89 frames. utt_duration=395.2 frames, utt_pad_proportion=0.07666, over 25158.26 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3154, pruned_loss=0.07222, over 2426210.88 frames. utt_duration=1281 frames, utt_pad_proportion=0.04337, over 7585.89 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3098, pruned_loss=0.07515, over 2476882.69 frames. utt_duration=376.3 frames, utt_pad_proportion=0.0776, over 26431.28 utterances.], batch size: 97, lr: 6.09e-04
2022-08-22 19:36:41,336 INFO [train.py:927] (6/8) Epoch 5, batch 7850, giga_loss[loss=0.2313, simple_loss=0.3057, pruned_loss=0.07841, over 12386.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07083, over 211.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3116, pruned_loss=0.07397, over 2475750.75 frames. utt_duration=410.7 frames, utt_pad_proportion=0.0715, over 24196.96 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3162, pruned_loss=0.07244, over 2426354.52 frames. utt_duration=1284 frames, utt_pad_proportion=0.04302, over 7566.24 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3113, pruned_loss=0.07473, over 2476558.04 frames. utt_duration=390.6 frames, utt_pad_proportion=0.07269, over 25454.44 utterances.], batch size: 211, lr: 6.09e-04
2022-08-22 19:38:39,993 INFO [train.py:927] (6/8) Epoch 5, batch 7900, giga_loss[loss=0.1988, simple_loss=0.289, pruned_loss=0.05434, over 12420.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03593, over 105.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3103, pruned_loss=0.07289, over 2476410.50 frames. utt_duration=414 frames, utt_pad_proportion=0.06745, over 24006.28 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.316, pruned_loss=0.07238, over 2426405.75 frames. utt_duration=1285 frames, utt_pad_proportion=0.04286, over 7561.41 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3102, pruned_loss=0.07355, over 2477195.10 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06864, over 25058.73 utterances.], batch size: 105, lr: 6.08e-04
2022-08-22 19:40:45,488 INFO [train.py:927] (6/8) Epoch 5, batch 7950, libri_loss[loss=0.1822, simple_loss=0.2737, pruned_loss=0.04536, over 12184.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.04263, over 27.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3093, pruned_loss=0.07135, over 2477017.96 frames. utt_duration=403.8 frames, utt_pad_proportion=0.07031, over 24616.70 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3161, pruned_loss=0.0723, over 2427295.31 frames. utt_duration=1287 frames, utt_pad_proportion=0.04237, over 7552.15 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3091, pruned_loss=0.07195, over 2477762.56 frames. utt_duration=385.8 frames, utt_pad_proportion=0.07142, over 25781.58 utterances.], batch size: 27, lr: 6.08e-04
2022-08-22 19:42:45,348 INFO [train.py:927] (6/8) Epoch 5, batch 8000, giga_loss[loss=0.2067, simple_loss=0.2984, pruned_loss=0.0575, over 12364.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04674, over 146.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3061, pruned_loss=0.06988, over 2476296.23 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06868, over 24225.07 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3159, pruned_loss=0.07219, over 2428126.99 frames. utt_duration=1291 frames, utt_pad_proportion=0.04172, over 7529.41 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3059, pruned_loss=0.07043, over 2477264.26 frames. utt_duration=389 frames, utt_pad_proportion=0.06997, over 25557.00 utterances.], batch size: 146, lr: 6.08e-04
2022-08-22 19:44:40,690 INFO [train.py:927] (6/8) Epoch 5, batch 8050, giga_loss[loss=0.1972, simple_loss=0.2873, pruned_loss=0.05349, over 12341.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05217, over 34.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.306, pruned_loss=0.06986, over 2475923.60 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06787, over 23774.00 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3158, pruned_loss=0.07219, over 2428570.37 frames. utt_duration=1293 frames, utt_pad_proportion=0.04111, over 7520.80 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3058, pruned_loss=0.07027, over 2477169.83 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06927, over 25139.35 utterances.], batch size: 34, lr: 6.08e-04
2022-08-22 19:46:57,012 INFO [train.py:927] (6/8) Epoch 5, batch 8100, giga_loss[loss=0.1733, simple_loss=0.2544, pruned_loss=0.04608, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03034, over 42.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3056, pruned_loss=0.06876, over 2475877.97 frames. utt_duration=436 frames, utt_pad_proportion=0.06321, over 22779.43 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3159, pruned_loss=0.07232, over 2429390.07 frames. utt_duration=1291 frames, utt_pad_proportion=0.04091, over 7536.87 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3051, pruned_loss=0.06895, over 2476765.62 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06476, over 24045.79 utterances.], batch size: 42, lr: 6.08e-04
2022-08-22 19:48:58,769 INFO [train.py:927] (6/8) Epoch 5, batch 8150, giga_loss[loss=0.2266, simple_loss=0.3238, pruned_loss=0.06469, over 12353.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03394, over 62.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.306, pruned_loss=0.06922, over 2476628.27 frames. utt_duration=418 frames, utt_pad_proportion=0.06677, over 23769.77 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.316, pruned_loss=0.07241, over 2429973.51 frames. utt_duration=1295 frames, utt_pad_proportion=0.04042, over 7516.32 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3055, pruned_loss=0.06924, over 2477643.81 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06799, over 25057.87 utterances.], batch size: 62, lr: 6.08e-04
2022-08-22 19:51:01,920 INFO [train.py:927] (6/8) Epoch 5, batch 8200, giga_loss[loss=0.2015, simple_loss=0.298, pruned_loss=0.05253, over 12412.00 frames. utt_duration=275.5 frames, utt_pad_proportion=0.05318, over 181.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3084, pruned_loss=0.06836, over 2477221.92 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06674, over 24834.52 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3163, pruned_loss=0.07243, over 2430592.52 frames. utt_duration=1291 frames, utt_pad_proportion=0.04083, over 7542.57 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3076, pruned_loss=0.06831, over 2478101.24 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06766, over 26044.99 utterances.], batch size: 181, lr: 6.08e-04
2022-08-22 19:53:09,439 INFO [train.py:927] (6/8) Epoch 5, batch 8250, giga_loss[loss=0.2372, simple_loss=0.3184, pruned_loss=0.07799, over 12414.00 frames. utt_duration=474 frames, utt_pad_proportion=0.03267, over 105.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3096, pruned_loss=0.06816, over 2477652.65 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06818, over 25148.08 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.3172, pruned_loss=0.07271, over 2431409.19 frames. utt_duration=1288 frames, utt_pad_proportion=0.04104, over 7558.01 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.308, pruned_loss=0.06779, over 2478647.94 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06892, over 26470.61 utterances.], batch size: 105, lr: 6.07e-04
2022-08-22 19:55:10,490 INFO [train.py:927] (6/8) Epoch 5, batch 8300, giga_loss[loss=0.2342, simple_loss=0.3144, pruned_loss=0.07698, over 12433.00 frames. utt_duration=508.6 frames, utt_pad_proportion=0.0367, over 98.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3126, pruned_loss=0.06926, over 2477157.34 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06693, over 24737.33 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3198, pruned_loss=0.07269, over 2432963.19 frames. utt_duration=1294 frames, utt_pad_proportion=0.03975, over 7530.68 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3088, pruned_loss=0.06883, over 2478392.76 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06822, over 26549.80 utterances.], batch size: 98, lr: 6.07e-04
2022-08-22 19:57:36,540 INFO [train.py:927] (6/8) Epoch 5, batch 8350, giga_loss[loss=0.1843, simple_loss=0.2769, pruned_loss=0.04584, over 12479.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02975, over 75.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3108, pruned_loss=0.06894, over 2478031.69 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06548, over 23829.43 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3192, pruned_loss=0.07242, over 2434675.62 frames. utt_duration=1294 frames, utt_pad_proportion=0.03934, over 7536.49 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3081, pruned_loss=0.06871, over 2479062.91 frames. utt_duration=384.3 frames, utt_pad_proportion=0.06702, over 25883.32 utterances.], batch size: 75, lr: 6.07e-04
2022-08-22 19:59:45,952 INFO [train.py:927] (6/8) Epoch 5, batch 8400, giga_loss[loss=0.2134, simple_loss=0.2966, pruned_loss=0.06508, over 12414.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03973, over 133.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3071, pruned_loss=0.06781, over 2478489.17 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06617, over 24502.21 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3189, pruned_loss=0.07231, over 2435213.38 frames. utt_duration=1293 frames, utt_pad_proportion=0.03942, over 7543.06 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3051, pruned_loss=0.0677, over 2479206.90 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06738, over 26269.26 utterances.], batch size: 133, lr: 6.07e-04
2022-08-22 20:01:49,485 INFO [train.py:927] (6/8) Epoch 5, batch 8450, giga_loss[loss=0.2423, simple_loss=0.3202, pruned_loss=0.08221, over 12374.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02925, over 85.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.308, pruned_loss=0.06863, over 2478605.79 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06252, over 23999.90 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3189, pruned_loss=0.07241, over 2436063.95 frames. utt_duration=1293 frames, utt_pad_proportion=0.03897, over 7543.88 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3063, pruned_loss=0.06839, over 2479002.43 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06393, over 25607.42 utterances.], batch size: 85, lr: 6.07e-04
2022-08-22 20:03:53,519 INFO [train.py:927] (6/8) Epoch 5, batch 8500, libri_loss[loss=0.2639, simple_loss=0.3414, pruned_loss=0.09316, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01336, over 40.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3077, pruned_loss=0.06939, over 2478674.57 frames. utt_duration=416 frames, utt_pad_proportion=0.06206, over 23902.31 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3188, pruned_loss=0.07244, over 2437069.17 frames. utt_duration=1280 frames, utt_pad_proportion=0.04287, over 7622.14 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3061, pruned_loss=0.06906, over 2479193.01 frames. utt_duration=389.5 frames, utt_pad_proportion=0.06247, over 25538.52 utterances.], batch size: 40, lr: 6.07e-04
2022-08-22 20:05:57,928 INFO [train.py:927] (6/8) Epoch 5, batch 8550, giga_loss[loss=0.2329, simple_loss=0.3152, pruned_loss=0.07529, over 12357.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.02882, over 85.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3074, pruned_loss=0.06952, over 2477760.11 frames. utt_duration=425.9 frames, utt_pad_proportion=0.0617, over 23336.18 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3186, pruned_loss=0.0723, over 2437460.49 frames. utt_duration=1284 frames, utt_pad_proportion=0.04227, over 7603.82 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3061, pruned_loss=0.06933, over 2478547.37 frames. utt_duration=398.9 frames, utt_pad_proportion=0.06231, over 24930.77 utterances.], batch size: 85, lr: 6.07e-04
2022-08-22 20:08:19,806 INFO [train.py:927] (6/8) Epoch 5, batch 8600, libri_loss[loss=0.1764, simple_loss=0.2658, pruned_loss=0.04356, over 12402.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006444, over 31.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3077, pruned_loss=0.06949, over 2478148.14 frames. utt_duration=421 frames, utt_pad_proportion=0.06244, over 23614.25 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3181, pruned_loss=0.07209, over 2438159.86 frames. utt_duration=1286 frames, utt_pad_proportion=0.04177, over 7593.84 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3069, pruned_loss=0.06948, over 2479077.54 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06318, over 25275.93 utterances.], batch size: 31, lr: 6.07e-04
2022-08-22 20:10:28,240 INFO [train.py:927] (6/8) Epoch 5, batch 8650, giga_loss[loss=0.2018, simple_loss=0.281, pruned_loss=0.06126, over 12408.00 frames. utt_duration=584.9 frames, utt_pad_proportion=0.02686, over 85.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3052, pruned_loss=0.06914, over 2478154.85 frames. utt_duration=422.4 frames, utt_pad_proportion=0.06564, over 23533.73 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3187, pruned_loss=0.07234, over 2439312.15 frames. utt_duration=1277 frames, utt_pad_proportion=0.04262, over 7651.67 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3035, pruned_loss=0.06879, over 2479148.61 frames. utt_duration=392.2 frames, utt_pad_proportion=0.0661, over 25357.82 utterances.], batch size: 85, lr: 6.06e-04
2022-08-22 20:12:26,174 INFO [train.py:927] (6/8) Epoch 5, batch 8700, giga_loss[loss=0.234, simple_loss=0.3093, pruned_loss=0.07929, over 12408.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.0256, over 91.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3021, pruned_loss=0.06812, over 2477966.08 frames. utt_duration=427.8 frames, utt_pad_proportion=0.06362, over 23231.37 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3177, pruned_loss=0.07204, over 2440912.48 frames. utt_duration=1282 frames, utt_pad_proportion=0.04139, over 7622.21 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3011, pruned_loss=0.06795, over 2478690.43 frames. utt_duration=393.1 frames, utt_pad_proportion=0.06468, over 25295.96 utterances.], batch size: 91, lr: 6.06e-04
2022-08-22 20:14:21,419 INFO [train.py:927] (6/8) Epoch 5, batch 8750, giga_loss[loss=0.2513, simple_loss=0.3259, pruned_loss=0.08837, over 12370.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06085, over 182.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3014, pruned_loss=0.06802, over 2477600.98 frames. utt_duration=437.8 frames, utt_pad_proportion=0.06065, over 22702.04 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3168, pruned_loss=0.07171, over 2441991.91 frames. utt_duration=1287 frames, utt_pad_proportion=0.04047, over 7600.55 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3007, pruned_loss=0.06804, over 2478707.95 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06226, over 25038.06 utterances.], batch size: 182, lr: 6.06e-04
2022-08-22 20:16:25,635 INFO [train.py:927] (6/8) Epoch 5, batch 8800, giga_loss[loss=0.1927, simple_loss=0.2789, pruned_loss=0.05329, over 12326.00 frames. utt_duration=705.5 frames, utt_pad_proportion=0.03226, over 70.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2995, pruned_loss=0.06678, over 2477226.71 frames. utt_duration=420.1 frames, utt_pad_proportion=0.06476, over 23656.47 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3169, pruned_loss=0.07175, over 2442369.45 frames. utt_duration=1281 frames, utt_pad_proportion=0.0411, over 7633.48 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2986, pruned_loss=0.06667, over 2478405.63 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06565, over 25769.15 utterances.], batch size: 70, lr: 6.06e-04
2022-08-22 20:18:42,206 INFO [train.py:927] (6/8) Epoch 5, batch 8850, libri_loss[loss=0.3118, simple_loss=0.4155, pruned_loss=0.1041, over 12311.00 frames. utt_duration=967.2 frames, utt_pad_proportion=0.06551, over 51.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3006, pruned_loss=0.06698, over 2477385.25 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06576, over 24274.24 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3179, pruned_loss=0.07186, over 2443070.38 frames. utt_duration=1283 frames, utt_pad_proportion=0.04069, over 7622.95 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2985, pruned_loss=0.06666, over 2478486.67 frames. utt_duration=377.3 frames, utt_pad_proportion=0.06666, over 26356.62 utterances.], batch size: 51, lr: 6.06e-04
2022-08-22 20:20:43,429 INFO [train.py:927] (6/8) Epoch 5, batch 8900, giga_loss[loss=0.2263, simple_loss=0.3145, pruned_loss=0.06904, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03759, over 113.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3015, pruned_loss=0.06723, over 2477435.43 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06466, over 23691.72 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3187, pruned_loss=0.07205, over 2443900.47 frames. utt_duration=1285 frames, utt_pad_proportion=0.04081, over 7614.50 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2984, pruned_loss=0.06662, over 2478843.79 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06571, over 26014.21 utterances.], batch size: 113, lr: 6.06e-04
2022-08-22 20:22:43,229 INFO [train.py:927] (6/8) Epoch 5, batch 8950, giga_loss[loss=0.2337, simple_loss=0.3164, pruned_loss=0.07549, over 12395.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04081, over 133.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2997, pruned_loss=0.0663, over 2477377.65 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06571, over 24452.18 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3182, pruned_loss=0.07193, over 2444262.15 frames. utt_duration=1286 frames, utt_pad_proportion=0.04056, over 7614.12 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2973, pruned_loss=0.06583, over 2478755.53 frames. utt_duration=374.1 frames, utt_pad_proportion=0.06662, over 26584.95 utterances.], batch size: 133, lr: 6.06e-04
2022-08-22 20:24:49,102 INFO [train.py:927] (6/8) Epoch 5, batch 9000, giga_loss[loss=0.2168, simple_loss=0.3095, pruned_loss=0.06207, over 12476.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03516, over 40.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3014, pruned_loss=0.06618, over 2477891.76 frames. utt_duration=395 frames, utt_pad_proportion=0.06696, over 25167.40 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3182, pruned_loss=0.07193, over 2444262.15 frames. utt_duration=1286 frames, utt_pad_proportion=0.04056, over 7614.12 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2996, pruned_loss=0.06581, over 2478964.19 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06758, over 26827.36 utterances.], batch size: 40, lr: 6.05e-04
2022-08-22 20:24:49,103 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 20:25:05,690 INFO [train.py:967] (6/8) Epoch 5, validation: loss=0.1923, simple_loss=0.2997, pruned_loss=0.04245, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 20:27:00,721 INFO [train.py:927] (6/8) Epoch 5, batch 9050, giga_loss[loss=0.1937, simple_loss=0.2656, pruned_loss=0.06089, over 12371.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1754, over 356.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3027, pruned_loss=0.06729, over 2478092.83 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06855, over 25611.75 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3181, pruned_loss=0.07196, over 2445624.65 frames. utt_duration=1285 frames, utt_pad_proportion=0.04006, over 7622.38 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3008, pruned_loss=0.06679, over 2478939.85 frames. utt_duration=360.7 frames, utt_pad_proportion=0.06933, over 27583.34 utterances.], batch size: 356, lr: 6.05e-04
2022-08-22 20:29:05,952 INFO [train.py:927] (6/8) Epoch 5, batch 9100, giga_loss[loss=0.2125, simple_loss=0.3051, pruned_loss=0.05992, over 12460.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04746, over 161.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2996, pruned_loss=0.06563, over 2477659.70 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07228, over 26014.23 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3175, pruned_loss=0.07174, over 2445755.16 frames. utt_duration=1289 frames, utt_pad_proportion=0.03999, over 7601.20 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2985, pruned_loss=0.06538, over 2478506.63 frames. utt_duration=358.4 frames, utt_pad_proportion=0.07274, over 27758.38 utterances.], batch size: 161, lr: 6.05e-04
2022-08-22 20:31:07,958 INFO [train.py:927] (6/8) Epoch 5, batch 9150, giga_loss[loss=0.212, simple_loss=0.3024, pruned_loss=0.06084, over 12447.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04158, over 114.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2984, pruned_loss=0.06485, over 2477973.66 frames. utt_duration=399.1 frames, utt_pad_proportion=0.06721, over 24911.64 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3174, pruned_loss=0.07165, over 2446281.18 frames. utt_duration=1287 frames, utt_pad_proportion=0.04013, over 7613.27 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2971, pruned_loss=0.06459, over 2478866.06 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06807, over 26675.63 utterances.], batch size: 114, lr: 6.05e-04
2022-08-22 20:33:14,247 INFO [train.py:927] (6/8) Epoch 5, batch 9200, giga_loss[loss=0.2134, simple_loss=0.302, pruned_loss=0.06238, over 12449.00 frames. utt_duration=665.4 frames, utt_pad_proportion=0.03144, over 75.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3018, pruned_loss=0.06608, over 2477809.66 frames. utt_duration=406 frames, utt_pad_proportion=0.06626, over 24484.37 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3184, pruned_loss=0.07183, over 2446887.34 frames. utt_duration=1260 frames, utt_pad_proportion=0.049, over 7779.63 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2996, pruned_loss=0.06563, over 2478550.83 frames. utt_duration=382 frames, utt_pad_proportion=0.06511, over 26034.11 utterances.], batch size: 75, lr: 6.05e-04
2022-08-22 20:35:08,718 INFO [train.py:927] (6/8) Epoch 5, batch 9250, giga_loss[loss=0.2116, simple_loss=0.2995, pruned_loss=0.06183, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02513, over 45.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3036, pruned_loss=0.0666, over 2477382.16 frames. utt_duration=426.1 frames, utt_pad_proportion=0.06159, over 23322.36 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3177, pruned_loss=0.07145, over 2447748.32 frames. utt_duration=1267 frames, utt_pad_proportion=0.04743, over 7735.40 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3019, pruned_loss=0.06635, over 2478440.56 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06154, over 25265.48 utterances.], batch size: 45, lr: 6.05e-04
2022-08-22 20:37:15,207 INFO [train.py:927] (6/8) Epoch 5, batch 9300, giga_loss[loss=0.2362, simple_loss=0.3136, pruned_loss=0.07945, over 12436.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.06876, over 213.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3049, pruned_loss=0.06737, over 2477564.75 frames. utt_duration=420 frames, utt_pad_proportion=0.06345, over 23666.95 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3169, pruned_loss=0.07123, over 2448415.45 frames. utt_duration=1270 frames, utt_pad_proportion=0.04686, over 7718.79 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3039, pruned_loss=0.06729, over 2478344.27 frames. utt_duration=390.1 frames, utt_pad_proportion=0.06351, over 25494.32 utterances.], batch size: 213, lr: 6.05e-04
2022-08-22 20:39:21,945 INFO [train.py:927] (6/8) Epoch 5, batch 9350, giga_loss[loss=0.1746, simple_loss=0.2631, pruned_loss=0.04304, over 12175.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.033, over 36.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3032, pruned_loss=0.06642, over 2477364.29 frames. utt_duration=433.7 frames, utt_pad_proportion=0.06144, over 22912.40 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3167, pruned_loss=0.07105, over 2448913.21 frames. utt_duration=1272 frames, utt_pad_proportion=0.04622, over 7712.92 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3024, pruned_loss=0.06642, over 2478344.58 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06196, over 24821.47 utterances.], batch size: 36, lr: 6.05e-04
2022-08-22 20:41:23,089 INFO [train.py:927] (6/8) Epoch 5, batch 9400, giga_loss[loss=0.219, simple_loss=0.3048, pruned_loss=0.06657, over 12355.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03229, over 58.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3019, pruned_loss=0.06646, over 2477458.42 frames. utt_duration=427.6 frames, utt_pad_proportion=0.06355, over 23242.87 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3163, pruned_loss=0.07095, over 2449129.59 frames. utt_duration=1274 frames, utt_pad_proportion=0.04574, over 7701.34 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3013, pruned_loss=0.06648, over 2478406.39 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06401, over 24968.79 utterances.], batch size: 58, lr: 6.04e-04
2022-08-22 20:43:30,087 INFO [train.py:927] (6/8) Epoch 5, batch 9450, giga_loss[loss=0.2269, simple_loss=0.314, pruned_loss=0.06993, over 12421.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03029, over 122.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3001, pruned_loss=0.06611, over 2477095.77 frames. utt_duration=432.2 frames, utt_pad_proportion=0.06495, over 22987.79 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3158, pruned_loss=0.07067, over 2449935.46 frames. utt_duration=1280 frames, utt_pad_proportion=0.04403, over 7662.15 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2994, pruned_loss=0.06615, over 2478385.53 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06593, over 25117.79 utterances.], batch size: 122, lr: 6.04e-04
2022-08-22 20:45:35,132 INFO [train.py:927] (6/8) Epoch 5, batch 9500, giga_loss[loss=0.1771, simple_loss=0.266, pruned_loss=0.04412, over 12438.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05653, over 182.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3001, pruned_loss=0.06497, over 2477305.92 frames. utt_duration=434.6 frames, utt_pad_proportion=0.06438, over 22864.57 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3159, pruned_loss=0.07072, over 2450199.52 frames. utt_duration=1267 frames, utt_pad_proportion=0.04892, over 7747.17 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2991, pruned_loss=0.06488, over 2478565.43 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06411, over 24752.79 utterances.], batch size: 182, lr: 6.04e-04
2022-08-22 20:47:24,992 INFO [train.py:927] (6/8) Epoch 5, batch 9550, giga_loss[loss=0.1929, simple_loss=0.292, pruned_loss=0.0469, over 12356.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02842, over 66.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3007, pruned_loss=0.06403, over 2477217.94 frames. utt_duration=434.4 frames, utt_pad_proportion=0.06379, over 22874.35 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3162, pruned_loss=0.07089, over 2450515.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.04867, over 7754.66 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2996, pruned_loss=0.06374, over 2478165.91 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06373, over 24492.65 utterances.], batch size: 66, lr: 6.04e-04
2022-08-22 20:49:35,898 INFO [train.py:927] (6/8) Epoch 5, batch 9600, giga_loss[loss=0.2147, simple_loss=0.3029, pruned_loss=0.06331, over 12408.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07378, over 212.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.3007, pruned_loss=0.06404, over 2477529.52 frames. utt_duration=427.2 frames, utt_pad_proportion=0.06448, over 23261.83 utterances.], libri_tot_loss[loss=0.2288, simple_loss=0.3159, pruned_loss=0.07083, over 2451165.02 frames. utt_duration=1257 frames, utt_pad_proportion=0.05223, over 7808.78 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2998, pruned_loss=0.06373, over 2478188.78 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06344, over 24754.01 utterances.], batch size: 212, lr: 6.04e-04
2022-08-22 20:51:49,388 INFO [train.py:927] (6/8) Epoch 5, batch 9650, giga_loss[loss=0.1877, simple_loss=0.2883, pruned_loss=0.04348, over 12338.00 frames. utt_duration=852.1 frames, utt_pad_proportion=0.03166, over 58.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3022, pruned_loss=0.06454, over 2477567.97 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06556, over 23940.73 utterances.], libri_tot_loss[loss=0.2292, simple_loss=0.3165, pruned_loss=0.07101, over 2451807.54 frames. utt_duration=1254 frames, utt_pad_proportion=0.0522, over 7827.39 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3007, pruned_loss=0.06403, over 2477998.31 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06477, over 25391.19 utterances.], batch size: 58, lr: 6.04e-04
2022-08-22 20:54:06,713 INFO [train.py:927] (6/8) Epoch 5, batch 9700, giga_loss[loss=0.2734, simple_loss=0.3398, pruned_loss=0.1035, over 12398.00 frames. utt_duration=141.6 frames, utt_pad_proportion=0.1673, over 353.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3043, pruned_loss=0.0657, over 2477381.61 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06847, over 24446.72 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3167, pruned_loss=0.07105, over 2452119.35 frames. utt_duration=1259 frames, utt_pad_proportion=0.05122, over 7802.90 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3026, pruned_loss=0.06512, over 2478033.67 frames. utt_duration=382.3 frames, utt_pad_proportion=0.06806, over 26005.60 utterances.], batch size: 353, lr: 6.04e-04
2022-08-22 20:56:27,691 INFO [train.py:927] (6/8) Epoch 5, batch 9750, giga_loss[loss=0.194, simple_loss=0.2819, pruned_loss=0.05299, over 12283.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02245, over 54.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3037, pruned_loss=0.06603, over 2477276.35 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06924, over 23991.36 utterances.], libri_tot_loss[loss=0.2291, simple_loss=0.3162, pruned_loss=0.07098, over 2452366.45 frames. utt_duration=1264 frames, utt_pad_proportion=0.05052, over 7772.08 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.3026, pruned_loss=0.06556, over 2478043.39 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06916, over 25577.59 utterances.], batch size: 54, lr: 6.04e-04
2022-08-22 20:58:37,963 INFO [train.py:927] (6/8) Epoch 5, batch 9800, giga_loss[loss=0.1984, simple_loss=0.292, pruned_loss=0.05241, over 12366.00 frames. utt_duration=583 frames, utt_pad_proportion=0.02825, over 85.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3017, pruned_loss=0.0646, over 2476747.46 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06733, over 23356.57 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3155, pruned_loss=0.07062, over 2452528.94 frames. utt_duration=1266 frames, utt_pad_proportion=0.04975, over 7755.93 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.301, pruned_loss=0.0644, over 2477905.06 frames. utt_duration=396.4 frames, utt_pad_proportion=0.06775, over 25078.35 utterances.], batch size: 85, lr: 6.03e-04
2022-08-22 21:00:40,161 INFO [train.py:927] (6/8) Epoch 5, batch 9850, giga_loss[loss=0.2185, simple_loss=0.3004, pruned_loss=0.06835, over 12350.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.02933, over 85.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.3019, pruned_loss=0.06482, over 2476921.93 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06719, over 23784.83 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3153, pruned_loss=0.07053, over 2452867.74 frames. utt_duration=1267 frames, utt_pad_proportion=0.04938, over 7754.63 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3013, pruned_loss=0.06464, over 2477959.26 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06772, over 25432.14 utterances.], batch size: 85, lr: 6.03e-04
2022-08-22 21:02:33,605 INFO [train.py:927] (6/8) Epoch 5, batch 9900, giga_loss[loss=0.1945, simple_loss=0.2807, pruned_loss=0.05413, over 12266.00 frames. utt_duration=910.1 frames, utt_pad_proportion=0.02662, over 54.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3034, pruned_loss=0.06572, over 2477053.92 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06683, over 24026.16 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3147, pruned_loss=0.0703, over 2453169.75 frames. utt_duration=1271 frames, utt_pad_proportion=0.04846, over 7727.02 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3032, pruned_loss=0.06565, over 2478134.88 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06759, over 25700.22 utterances.], batch size: 54, lr: 6.03e-04
2022-08-22 21:04:32,789 INFO [train.py:927] (6/8) Epoch 5, batch 9950, libri_loss[loss=0.2602, simple_loss=0.3404, pruned_loss=0.09, over 12312.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 35.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3027, pruned_loss=0.06637, over 2477280.28 frames. utt_duration=407.8 frames, utt_pad_proportion=0.06811, over 24367.97 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.315, pruned_loss=0.07034, over 2453739.37 frames. utt_duration=1272 frames, utt_pad_proportion=0.04755, over 7724.84 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.302, pruned_loss=0.06617, over 2478177.48 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06897, over 26055.30 utterances.], batch size: 35, lr: 6.03e-04
2022-08-22 21:06:15,058 INFO [train.py:927] (6/8) Epoch 5, batch 10000, giga_loss[loss=0.2615, simple_loss=0.341, pruned_loss=0.09103, over 12387.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02478, over 48.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3076, pruned_loss=0.06962, over 2476980.11 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06663, over 23777.20 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3151, pruned_loss=0.0703, over 2454051.94 frames. utt_duration=1274 frames, utt_pad_proportion=0.04699, over 7713.03 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3068, pruned_loss=0.06947, over 2477730.18 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06765, over 25353.69 utterances.], batch size: 48, lr: 6.03e-04
2022-08-22 21:07:57,861 INFO [train.py:927] (6/8) Epoch 5, batch 10050, giga_loss[loss=0.2219, simple_loss=0.3174, pruned_loss=0.06317, over 12437.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05075, over 162.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.3132, pruned_loss=0.07271, over 2475809.78 frames. utt_duration=437.7 frames, utt_pad_proportion=0.06323, over 22693.17 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3152, pruned_loss=0.07026, over 2454125.68 frames. utt_duration=1275 frames, utt_pad_proportion=0.04681, over 7707.46 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3125, pruned_loss=0.07264, over 2476431.15 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06432, over 24004.78 utterances.], batch size: 162, lr: 6.03e-04
2022-08-22 21:09:41,523 INFO [train.py:927] (6/8) Epoch 5, batch 10100, giga_loss[loss=0.21, simple_loss=0.2914, pruned_loss=0.06426, over 12373.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0405, over 113.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3078, pruned_loss=0.07107, over 2475048.83 frames. utt_duration=468.2 frames, utt_pad_proportion=0.06243, over 21205.35 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3152, pruned_loss=0.07019, over 2454163.60 frames. utt_duration=1279 frames, utt_pad_proportion=0.04633, over 7686.96 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3072, pruned_loss=0.07109, over 2475775.57 frames. utt_duration=442.4 frames, utt_pad_proportion=0.06361, over 22449.60 utterances.], batch size: 113, lr: 6.03e-04
2022-08-22 21:11:23,883 INFO [train.py:927] (6/8) Epoch 5, batch 10150, giga_loss[loss=0.1912, simple_loss=0.267, pruned_loss=0.05772, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02583, over 45.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3, pruned_loss=0.06847, over 2474485.45 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06192, over 19881.99 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.315, pruned_loss=0.07021, over 2454435.41 frames. utt_duration=1280 frames, utt_pad_proportion=0.04575, over 7680.32 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2995, pruned_loss=0.06847, over 2475193.05 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06323, over 21100.17 utterances.], batch size: 45, lr: 6.02e-04
2022-08-22 21:13:06,544 INFO [train.py:927] (6/8) Epoch 5, batch 10200, giga_loss[loss=0.2221, simple_loss=0.2986, pruned_loss=0.07275, over 12414.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06216, over 183.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.293, pruned_loss=0.06572, over 2474801.75 frames. utt_duration=505.5 frames, utt_pad_proportion=0.06015, over 19634.82 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3148, pruned_loss=0.07017, over 2454821.91 frames. utt_duration=1277 frames, utt_pad_proportion=0.04615, over 7699.67 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2923, pruned_loss=0.06568, over 2475486.86 frames. utt_duration=475.9 frames, utt_pad_proportion=0.06134, over 20867.22 utterances.], batch size: 183, lr: 6.02e-04
2022-08-22 21:14:48,255 INFO [train.py:927] (6/8) Epoch 5, batch 10250, giga_loss[loss=0.1842, simple_loss=0.2592, pruned_loss=0.05462, over 12369.00 frames. utt_duration=342.9 frames, utt_pad_proportion=0.03949, over 145.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2876, pruned_loss=0.06349, over 2474287.19 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06396, over 19322.38 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3146, pruned_loss=0.07025, over 2455358.38 frames. utt_duration=1261 frames, utt_pad_proportion=0.05071, over 7797.56 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2865, pruned_loss=0.06323, over 2474990.07 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06352, over 20595.69 utterances.], batch size: 145, lr: 6.02e-04
2022-08-22 21:16:27,632 INFO [train.py:927] (6/8) Epoch 5, batch 10300, giga_loss[loss=0.1749, simple_loss=0.2513, pruned_loss=0.04924, over 12164.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.03284, over 36.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2834, pruned_loss=0.06169, over 2474130.54 frames. utt_duration=530.4 frames, utt_pad_proportion=0.05944, over 18710.06 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3142, pruned_loss=0.07012, over 2456046.05 frames. utt_duration=1267 frames, utt_pad_proportion=0.04961, over 7762.13 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2821, pruned_loss=0.06138, over 2474581.94 frames. utt_duration=494.6 frames, utt_pad_proportion=0.05983, over 20069.62 utterances.], batch size: 36, lr: 6.02e-04
2022-08-22 21:18:08,637 INFO [train.py:927] (6/8) Epoch 5, batch 10350, giga_loss[loss=0.1836, simple_loss=0.2688, pruned_loss=0.04924, over 12370.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03325, over 122.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2792, pruned_loss=0.06005, over 2474019.80 frames. utt_duration=528.7 frames, utt_pad_proportion=0.06097, over 18768.38 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3147, pruned_loss=0.07026, over 2456468.01 frames. utt_duration=1270 frames, utt_pad_proportion=0.04866, over 7748.28 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.277, pruned_loss=0.05946, over 2474392.54 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06159, over 20111.61 utterances.], batch size: 122, lr: 6.02e-04
2022-08-22 21:19:49,052 INFO [train.py:927] (6/8) Epoch 5, batch 10400, giga_loss[loss=0.1723, simple_loss=0.2512, pruned_loss=0.04665, over 12430.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02981, over 80.00 utterances.], tot_loss[loss=0.1957, simple_loss=0.2747, pruned_loss=0.05831, over 2474075.36 frames. utt_duration=521.8 frames, utt_pad_proportion=0.06338, over 19018.78 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.314, pruned_loss=0.06994, over 2456820.24 frames. utt_duration=1271 frames, utt_pad_proportion=0.04829, over 7738.71 utterances.], giga_tot_loss[loss=0.1939, simple_loss=0.2723, pruned_loss=0.05778, over 2474613.49 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06402, over 20475.14 utterances.], batch size: 80, lr: 6.02e-04
2022-08-22 21:21:33,182 INFO [train.py:927] (6/8) Epoch 5, batch 10450, giga_loss[loss=0.2143, simple_loss=0.2871, pruned_loss=0.07078, over 12381.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03063, over 51.00 utterances.], tot_loss[loss=0.192, simple_loss=0.2706, pruned_loss=0.05674, over 2474149.92 frames. utt_duration=514 frames, utt_pad_proportion=0.06392, over 19310.38 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3139, pruned_loss=0.06994, over 2456745.35 frames. utt_duration=1273 frames, utt_pad_proportion=0.04794, over 7729.36 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2684, pruned_loss=0.0562, over 2474786.46 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06455, over 20561.59 utterances.], batch size: 51, lr: 6.02e-04
2022-08-22 21:23:16,151 INFO [train.py:927] (6/8) Epoch 5, batch 10500, giga_loss[loss=0.268, simple_loss=0.3432, pruned_loss=0.0964, over 12322.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03486, over 51.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2817, pruned_loss=0.06223, over 2473115.55 frames. utt_duration=545 frames, utt_pad_proportion=0.05965, over 18199.81 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3136, pruned_loss=0.06988, over 2456692.91 frames. utt_duration=1275 frames, utt_pad_proportion=0.0474, over 7718.51 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2797, pruned_loss=0.06169, over 2473876.13 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06066, over 19337.12 utterances.], batch size: 51, lr: 6.02e-04
2022-08-22 21:24:59,555 INFO [train.py:927] (6/8) Epoch 5, batch 10550, giga_loss[loss=0.2124, simple_loss=0.3157, pruned_loss=0.05456, over 12430.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0327, over 75.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2929, pruned_loss=0.0679, over 2473075.44 frames. utt_duration=538 frames, utt_pad_proportion=0.06378, over 18438.09 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3135, pruned_loss=0.06985, over 2456738.47 frames. utt_duration=1277 frames, utt_pad_proportion=0.04693, over 7702.89 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2908, pruned_loss=0.06738, over 2474006.48 frames. utt_duration=506.4 frames, utt_pad_proportion=0.06464, over 19597.38 utterances.], batch size: 75, lr: 6.01e-04
2022-08-22 21:26:42,391 INFO [train.py:927] (6/8) Epoch 5, batch 10600, giga_loss[loss=0.2506, simple_loss=0.3349, pruned_loss=0.08312, over 12445.00 frames. utt_duration=442 frames, utt_pad_proportion=0.03495, over 113.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2973, pruned_loss=0.06878, over 2473275.40 frames. utt_duration=549 frames, utt_pad_proportion=0.06253, over 18067.75 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3138, pruned_loss=0.06992, over 2456856.94 frames. utt_duration=1280 frames, utt_pad_proportion=0.04639, over 7685.94 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.295, pruned_loss=0.06828, over 2474207.79 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06358, over 19185.00 utterances.], batch size: 113, lr: 6.01e-04
2022-08-22 21:28:25,361 INFO [train.py:927] (6/8) Epoch 5, batch 10650, giga_loss[loss=0.2119, simple_loss=0.2952, pruned_loss=0.06429, over 12392.00 frames. utt_duration=577.8 frames, utt_pad_proportion=0.04021, over 86.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3015, pruned_loss=0.07119, over 2473712.84 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06443, over 18245.34 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3135, pruned_loss=0.06988, over 2457024.48 frames. utt_duration=1284 frames, utt_pad_proportion=0.04591, over 7663.78 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.2998, pruned_loss=0.07084, over 2474542.08 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06543, over 19297.29 utterances.], batch size: 86, lr: 6.01e-04
2022-08-22 21:30:08,782 INFO [train.py:927] (6/8) Epoch 5, batch 10700, giga_loss[loss=0.2731, simple_loss=0.3514, pruned_loss=0.0974, over 12441.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05343, over 162.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3068, pruned_loss=0.0742, over 2473862.17 frames. utt_duration=538.1 frames, utt_pad_proportion=0.06775, over 18438.82 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3137, pruned_loss=0.07, over 2457556.10 frames. utt_duration=1279 frames, utt_pad_proportion=0.04604, over 7695.42 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3051, pruned_loss=0.07388, over 2474335.47 frames. utt_duration=510.5 frames, utt_pad_proportion=0.06854, over 19445.33 utterances.], batch size: 162, lr: 6.01e-04
2022-08-22 21:31:49,605 INFO [train.py:927] (6/8) Epoch 5, batch 10750, giga_loss[loss=0.2119, simple_loss=0.3036, pruned_loss=0.0601, over 12239.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03467, over 28.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3104, pruned_loss=0.07522, over 2473612.02 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06459, over 17535.08 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3134, pruned_loss=0.06992, over 2458166.41 frames. utt_duration=1280 frames, utt_pad_proportion=0.04557, over 7691.19 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3091, pruned_loss=0.07525, over 2474121.57 frames. utt_duration=528.2 frames, utt_pad_proportion=0.06592, over 18788.82 utterances.], batch size: 28, lr: 6.01e-04
2022-08-22 21:33:31,174 INFO [train.py:927] (6/8) Epoch 5, batch 10800, giga_loss[loss=0.2261, simple_loss=0.3109, pruned_loss=0.07061, over 12447.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03868, over 37.00 utterances.], tot_loss[loss=0.2317, simple_loss=0.3128, pruned_loss=0.07535, over 2474294.40 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05961, over 16945.11 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3137, pruned_loss=0.07014, over 2458714.76 frames. utt_duration=1281 frames, utt_pad_proportion=0.04466, over 7687.54 utterances.], giga_tot_loss[loss=0.2311, simple_loss=0.3115, pruned_loss=0.07531, over 2474636.23 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06155, over 18203.90 utterances.], batch size: 37, lr: 6.01e-04
2022-08-22 21:35:12,720 INFO [train.py:927] (6/8) Epoch 5, batch 10850, giga_loss[loss=0.2169, simple_loss=0.3002, pruned_loss=0.06686, over 12292.00 frames. utt_duration=912.4 frames, utt_pad_proportion=0.02517, over 54.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3129, pruned_loss=0.07452, over 2473483.57 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06035, over 16920.13 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3138, pruned_loss=0.07019, over 2459265.79 frames. utt_duration=1276 frames, utt_pad_proportion=0.04511, over 7719.80 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3117, pruned_loss=0.07463, over 2473800.75 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06198, over 18246.20 utterances.], batch size: 54, lr: 6.01e-04
2022-08-22 21:36:54,842 INFO [train.py:927] (6/8) Epoch 5, batch 10900, giga_loss[loss=0.2175, simple_loss=0.3129, pruned_loss=0.06109, over 12400.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04754, over 34.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3134, pruned_loss=0.07467, over 2472879.24 frames. utt_duration=608.6 frames, utt_pad_proportion=0.06432, over 16292.60 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3135, pruned_loss=0.07009, over 2459985.18 frames. utt_duration=1266 frames, utt_pad_proportion=0.04866, over 7782.98 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3126, pruned_loss=0.07497, over 2472907.97 frames. utt_duration=564.4 frames, utt_pad_proportion=0.0643, over 17573.74 utterances.], batch size: 34, lr: 6.01e-04
2022-08-22 21:38:37,827 INFO [train.py:927] (6/8) Epoch 5, batch 10950, libri_loss[loss=0.2783, simple_loss=0.3672, pruned_loss=0.09473, over 12316.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006385, over 36.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3155, pruned_loss=0.0777, over 2472498.80 frames. utt_duration=609.4 frames, utt_pad_proportion=0.06592, over 16268.82 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3139, pruned_loss=0.07029, over 2459915.19 frames. utt_duration=1267 frames, utt_pad_proportion=0.04801, over 7776.36 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3146, pruned_loss=0.07786, over 2472809.17 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06621, over 17447.50 utterances.], batch size: 36, lr: 6.00e-04
2022-08-22 21:40:20,645 INFO [train.py:927] (6/8) Epoch 5, batch 11000, giga_loss[loss=0.2229, simple_loss=0.3056, pruned_loss=0.07005, over 12380.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.0304, over 58.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3162, pruned_loss=0.07911, over 2472871.63 frames. utt_duration=575.8 frames, utt_pad_proportion=0.07097, over 17223.84 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3147, pruned_loss=0.0706, over 2460428.59 frames. utt_duration=1254 frames, utt_pad_proportion=0.05147, over 7859.58 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3148, pruned_loss=0.07923, over 2473050.26 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06996, over 18400.19 utterances.], batch size: 58, lr: 6.00e-04
2022-08-22 21:42:04,426 INFO [train.py:927] (6/8) Epoch 5, batch 11050, giga_loss[loss=0.2131, simple_loss=0.2967, pruned_loss=0.06473, over 12259.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02813, over 54.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3139, pruned_loss=0.07797, over 2472847.69 frames. utt_duration=579.5 frames, utt_pad_proportion=0.07152, over 17112.79 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3144, pruned_loss=0.07053, over 2460700.88 frames. utt_duration=1245 frames, utt_pad_proportion=0.05476, over 7913.07 utterances.], giga_tot_loss[loss=0.2349, simple_loss=0.3131, pruned_loss=0.07834, over 2473077.42 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06948, over 18255.38 utterances.], batch size: 54, lr: 6.00e-04
2022-08-22 21:43:48,766 INFO [train.py:927] (6/8) Epoch 5, batch 11100, giga_loss[loss=0.2095, simple_loss=0.289, pruned_loss=0.06499, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3116, pruned_loss=0.07631, over 2472420.86 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06879, over 17382.78 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3139, pruned_loss=0.07037, over 2460985.63 frames. utt_duration=1251 frames, utt_pad_proportion=0.05317, over 7875.25 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3113, pruned_loss=0.077, over 2472782.73 frames. utt_duration=530.7 frames, utt_pad_proportion=0.0682, over 18689.74 utterances.], batch size: 146, lr: 6.00e-04
2022-08-22 21:45:38,947 INFO [train.py:927] (6/8) Epoch 5, batch 11150, giga_loss[loss=0.1751, simple_loss=0.2602, pruned_loss=0.04496, over 12395.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02692, over 58.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3063, pruned_loss=0.07427, over 2473035.45 frames. utt_duration=541.3 frames, utt_pad_proportion=0.07446, over 18324.14 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3138, pruned_loss=0.07037, over 2461072.70 frames. utt_duration=1253 frames, utt_pad_proportion=0.05298, over 7866.87 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3061, pruned_loss=0.07482, over 2473291.51 frames. utt_duration=511.3 frames, utt_pad_proportion=0.07383, over 19406.68 utterances.], batch size: 58, lr: 6.00e-04
2022-08-22 21:47:22,781 INFO [train.py:927] (6/8) Epoch 5, batch 11200, giga_loss[loss=0.234, simple_loss=0.3123, pruned_loss=0.07788, over 12422.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03926, over 123.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3036, pruned_loss=0.07314, over 2472570.85 frames. utt_duration=528.7 frames, utt_pad_proportion=0.07562, over 18759.38 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3136, pruned_loss=0.07033, over 2460999.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05202, over 7838.50 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3035, pruned_loss=0.0737, over 2473094.51 frames. utt_duration=499.1 frames, utt_pad_proportion=0.07554, over 19877.80 utterances.], batch size: 123, lr: 6.00e-04
2022-08-22 21:49:05,727 INFO [train.py:927] (6/8) Epoch 5, batch 11250, giga_loss[loss=0.2612, simple_loss=0.3254, pruned_loss=0.09848, over 12411.00 frames. utt_duration=547.2 frames, utt_pad_proportion=0.02468, over 91.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3041, pruned_loss=0.07333, over 2473131.49 frames. utt_duration=536.4 frames, utt_pad_proportion=0.073, over 18493.37 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3135, pruned_loss=0.0701, over 2461490.76 frames. utt_duration=1262 frames, utt_pad_proportion=0.05081, over 7809.65 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3037, pruned_loss=0.07408, over 2473513.93 frames. utt_duration=500.8 frames, utt_pad_proportion=0.07383, over 19815.08 utterances.], batch size: 91, lr: 6.00e-04
2022-08-22 21:50:46,744 INFO [train.py:927] (6/8) Epoch 5, batch 11300, giga_loss[loss=0.2712, simple_loss=0.3286, pruned_loss=0.1069, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3011, pruned_loss=0.07249, over 2473045.43 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06983, over 17988.80 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3131, pruned_loss=0.06992, over 2461700.22 frames. utt_duration=1262 frames, utt_pad_proportion=0.05085, over 7812.59 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.301, pruned_loss=0.07331, over 2473412.03 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07087, over 19262.46 utterances.], batch size: 258, lr: 5.99e-04
2022-08-22 21:52:30,823 INFO [train.py:927] (6/8) Epoch 5, batch 11350, giga_loss[loss=0.2324, simple_loss=0.308, pruned_loss=0.07841, over 12439.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05376, over 162.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.2978, pruned_loss=0.07164, over 2473251.14 frames. utt_duration=567.8 frames, utt_pad_proportion=0.0663, over 17470.16 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3129, pruned_loss=0.07001, over 2461522.01 frames. utt_duration=1265 frames, utt_pad_proportion=0.05028, over 7795.50 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.2976, pruned_loss=0.07224, over 2473820.88 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06763, over 18615.95 utterances.], batch size: 162, lr: 5.99e-04
2022-08-22 21:54:11,679 INFO [train.py:927] (6/8) Epoch 5, batch 11400, libri_loss[loss=0.2548, simple_loss=0.3238, pruned_loss=0.09285, over 12389.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006011, over 34.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2941, pruned_loss=0.07007, over 2472752.16 frames. utt_duration=593.7 frames, utt_pad_proportion=0.06409, over 16702.55 utterances.], libri_tot_loss[loss=0.2268, simple_loss=0.3131, pruned_loss=0.07027, over 2462004.96 frames. utt_duration=1269 frames, utt_pad_proportion=0.04941, over 7766.89 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2934, pruned_loss=0.07033, over 2473021.72 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06578, over 17854.92 utterances.], batch size: 34, lr: 5.99e-04
2022-08-22 21:55:53,227 INFO [train.py:927] (6/8) Epoch 5, batch 11450, giga_loss[loss=0.1805, simple_loss=0.2644, pruned_loss=0.04833, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02971, over 75.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2918, pruned_loss=0.06896, over 2472364.19 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06014, over 16677.31 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3127, pruned_loss=0.07021, over 2462029.74 frames. utt_duration=1275 frames, utt_pad_proportion=0.04813, over 7732.54 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2911, pruned_loss=0.06922, over 2472918.36 frames. utt_duration=553.4 frames, utt_pad_proportion=0.0624, over 17923.50 utterances.], batch size: 75, lr: 5.99e-04
2022-08-22 21:57:34,092 INFO [train.py:927] (6/8) Epoch 5, batch 11500, libri_loss[loss=0.2363, simple_loss=0.3272, pruned_loss=0.07268, over 12376.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007828, over 34.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2903, pruned_loss=0.0683, over 2472518.66 frames. utt_duration=593.6 frames, utt_pad_proportion=0.06032, over 16702.96 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3127, pruned_loss=0.07013, over 2462375.98 frames. utt_duration=1279 frames, utt_pad_proportion=0.04702, over 7711.82 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2891, pruned_loss=0.06853, over 2472926.11 frames. utt_duration=552.3 frames, utt_pad_proportion=0.06267, over 17959.59 utterances.], batch size: 34, lr: 5.99e-04
2022-08-22 21:59:17,650 INFO [train.py:927] (6/8) Epoch 5, batch 11550, libri_loss[loss=0.2249, simple_loss=0.3151, pruned_loss=0.06738, over 12447.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.014, over 40.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2911, pruned_loss=0.06872, over 2472743.62 frames. utt_duration=622.6 frames, utt_pad_proportion=0.05617, over 15924.88 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3128, pruned_loss=0.07011, over 2462783.97 frames. utt_duration=1277 frames, utt_pad_proportion=0.04675, over 7723.20 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2894, pruned_loss=0.06887, over 2472970.14 frames. utt_duration=578 frames, utt_pad_proportion=0.05868, over 17159.23 utterances.], batch size: 40, lr: 5.99e-04
2022-08-22 22:01:00,354 INFO [train.py:927] (6/8) Epoch 5, batch 11600, giga_loss[loss=0.3225, simple_loss=0.3751, pruned_loss=0.135, over 12375.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04597, over 146.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.2989, pruned_loss=0.07326, over 2472944.09 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05634, over 16544.15 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3138, pruned_loss=0.07038, over 2462788.44 frames. utt_duration=1280 frames, utt_pad_proportion=0.04623, over 7707.43 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.2965, pruned_loss=0.07315, over 2473240.74 frames. utt_duration=562.4 frames, utt_pad_proportion=0.05852, over 17638.06 utterances.], batch size: 146, lr: 5.99e-04
2022-08-22 22:02:43,881 INFO [train.py:927] (6/8) Epoch 5, batch 11650, giga_loss[loss=0.2548, simple_loss=0.3371, pruned_loss=0.08628, over 12362.00 frames. utt_duration=477 frames, utt_pad_proportion=0.03437, over 104.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3043, pruned_loss=0.07583, over 2472464.66 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06043, over 16987.25 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3139, pruned_loss=0.07064, over 2462787.57 frames. utt_duration=1281 frames, utt_pad_proportion=0.04555, over 7698.31 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.302, pruned_loss=0.07558, over 2472864.14 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06227, over 18025.15 utterances.], batch size: 104, lr: 5.99e-04
2022-08-22 22:04:26,054 INFO [train.py:927] (6/8) Epoch 5, batch 11700, giga_loss[loss=0.2573, simple_loss=0.3344, pruned_loss=0.09012, over 12399.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03786, over 37.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3097, pruned_loss=0.07774, over 2472879.41 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06361, over 17386.23 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3135, pruned_loss=0.07049, over 2462674.83 frames. utt_duration=1274 frames, utt_pad_proportion=0.04888, over 7742.54 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3081, pruned_loss=0.07784, over 2473550.29 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06391, over 18400.37 utterances.], batch size: 37, lr: 5.98e-04
2022-08-22 22:06:08,339 INFO [train.py:927] (6/8) Epoch 5, batch 11750, giga_loss[loss=0.2186, simple_loss=0.3035, pruned_loss=0.06684, over 12420.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3092, pruned_loss=0.07611, over 2473627.29 frames. utt_duration=575.4 frames, utt_pad_proportion=0.05847, over 17239.34 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3132, pruned_loss=0.07039, over 2462721.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.04879, over 7738.31 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3082, pruned_loss=0.07637, over 2474249.47 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05908, over 18167.67 utterances.], batch size: 123, lr: 5.98e-04
2022-08-22 22:07:49,106 INFO [train.py:927] (6/8) Epoch 5, batch 11800, giga_loss[loss=0.2162, simple_loss=0.3004, pruned_loss=0.06599, over 12163.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.03373, over 30.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3092, pruned_loss=0.07531, over 2473718.73 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05888, over 17523.27 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3132, pruned_loss=0.07045, over 2463067.33 frames. utt_duration=1264 frames, utt_pad_proportion=0.05249, over 7804.33 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3083, pruned_loss=0.07551, over 2474055.62 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05799, over 18321.23 utterances.], batch size: 30, lr: 5.98e-04
2022-08-22 22:09:32,390 INFO [train.py:927] (6/8) Epoch 5, batch 11850, giga_loss[loss=0.2478, simple_loss=0.3309, pruned_loss=0.08234, over 12429.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03292, over 80.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3117, pruned_loss=0.07592, over 2473296.99 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06198, over 17666.90 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.314, pruned_loss=0.07047, over 2463182.90 frames. utt_duration=1270 frames, utt_pad_proportion=0.0516, over 7766.59 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3102, pruned_loss=0.07617, over 2473714.41 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06156, over 18565.37 utterances.], batch size: 80, lr: 5.98e-04
2022-08-22 22:11:17,959 INFO [train.py:927] (6/8) Epoch 5, batch 11900, giga_loss[loss=0.21, simple_loss=0.2962, pruned_loss=0.06186, over 12449.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04366, over 31.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3138, pruned_loss=0.07754, over 2473952.29 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06141, over 17539.35 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3142, pruned_loss=0.07068, over 2463448.90 frames. utt_duration=1265 frames, utt_pad_proportion=0.05195, over 7798.21 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3124, pruned_loss=0.07767, over 2474225.39 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06101, over 18403.50 utterances.], batch size: 31, lr: 5.98e-04
2022-08-22 22:13:04,570 INFO [train.py:927] (6/8) Epoch 5, batch 11950, giga_loss[loss=0.2521, simple_loss=0.3247, pruned_loss=0.08975, over 12280.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02667, over 54.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3146, pruned_loss=0.07882, over 2474035.34 frames. utt_duration=574.1 frames, utt_pad_proportion=0.0631, over 17282.09 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3142, pruned_loss=0.07066, over 2463728.27 frames. utt_duration=1256 frames, utt_pad_proportion=0.05496, over 7856.37 utterances.], giga_tot_loss[loss=0.2359, simple_loss=0.3134, pruned_loss=0.07916, over 2474290.66 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06165, over 18195.97 utterances.], batch size: 54, lr: 5.98e-04
2022-08-22 22:14:47,739 INFO [train.py:927] (6/8) Epoch 5, batch 12000, giga_loss[loss=0.2548, simple_loss=0.3346, pruned_loss=0.08754, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02946, over 48.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3159, pruned_loss=0.07945, over 2473477.59 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05893, over 16569.34 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3138, pruned_loss=0.07053, over 2463653.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.05436, over 7840.63 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3152, pruned_loss=0.07993, over 2473863.39 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05818, over 17418.64 utterances.], batch size: 48, lr: 5.98e-04
2022-08-22 22:14:47,740 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 22:15:00,906 INFO [train.py:967] (6/8) Epoch 5, validation: loss=0.1951, simple_loss=0.302, pruned_loss=0.04413, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 22:16:44,570 INFO [train.py:927] (6/8) Epoch 5, batch 12050, giga_loss[loss=0.2523, simple_loss=0.3035, pruned_loss=0.1005, over 12341.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2044, over 369.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3167, pruned_loss=0.07923, over 2472791.41 frames. utt_duration=602.7 frames, utt_pad_proportion=0.05982, over 16453.04 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3136, pruned_loss=0.07039, over 2463627.20 frames. utt_duration=1257 frames, utt_pad_proportion=0.05438, over 7851.51 utterances.], giga_tot_loss[loss=0.2381, simple_loss=0.3164, pruned_loss=0.07989, over 2473300.75 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05923, over 17268.59 utterances.], batch size: 369, lr: 5.98e-04
2022-08-22 22:18:25,642 INFO [train.py:927] (6/8) Epoch 5, batch 12100, giga_loss[loss=0.2111, simple_loss=0.2953, pruned_loss=0.06343, over 12431.00 frames. utt_duration=906.1 frames, utt_pad_proportion=0.02992, over 55.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3173, pruned_loss=0.07972, over 2473174.19 frames. utt_duration=598.9 frames, utt_pad_proportion=0.06177, over 16559.64 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3148, pruned_loss=0.0709, over 2463965.74 frames. utt_duration=1259 frames, utt_pad_proportion=0.05333, over 7837.43 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3161, pruned_loss=0.07998, over 2473475.29 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06171, over 17419.75 utterances.], batch size: 55, lr: 5.97e-04
2022-08-22 22:20:10,085 INFO [train.py:927] (6/8) Epoch 5, batch 12150, giga_loss[loss=0.2693, simple_loss=0.3355, pruned_loss=0.1015, over 12416.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.0763, over 213.00 utterances.], tot_loss[loss=0.2371, simple_loss=0.3157, pruned_loss=0.07924, over 2473787.88 frames. utt_duration=623.3 frames, utt_pad_proportion=0.05763, over 15912.76 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3145, pruned_loss=0.07088, over 2464220.45 frames. utt_duration=1264 frames, utt_pad_proportion=0.05237, over 7806.70 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3152, pruned_loss=0.07969, over 2474014.88 frames. utt_duration=590.1 frames, utt_pad_proportion=0.05822, over 16813.68 utterances.], batch size: 213, lr: 5.97e-04
2022-08-22 22:21:51,072 INFO [train.py:927] (6/8) Epoch 5, batch 12200, libri_loss[loss=0.1899, simple_loss=0.2827, pruned_loss=0.04858, over 12336.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006157, over 33.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3161, pruned_loss=0.07952, over 2473320.88 frames. utt_duration=617.5 frames, utt_pad_proportion=0.06082, over 16059.37 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3144, pruned_loss=0.07088, over 2464308.92 frames. utt_duration=1262 frames, utt_pad_proportion=0.05193, over 7818.45 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3158, pruned_loss=0.08012, over 2473622.15 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06145, over 16964.35 utterances.], batch size: 33, lr: 5.97e-04
2022-08-22 22:23:31,591 INFO [train.py:927] (6/8) Epoch 5, batch 12250, giga_loss[loss=0.2199, simple_loss=0.3006, pruned_loss=0.06961, over 12378.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02744, over 48.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.3151, pruned_loss=0.0784, over 2473167.65 frames. utt_duration=640.8 frames, utt_pad_proportion=0.05707, over 15474.77 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3145, pruned_loss=0.07109, over 2464528.48 frames. utt_duration=1264 frames, utt_pad_proportion=0.05154, over 7808.31 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3148, pruned_loss=0.07875, over 2473285.45 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05795, over 16264.03 utterances.], batch size: 48, lr: 5.97e-04
2022-08-22 22:25:11,977 INFO [train.py:927] (6/8) Epoch 5, batch 12300, giga_loss[loss=0.2051, simple_loss=0.2842, pruned_loss=0.06295, over 12403.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02557, over 70.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3151, pruned_loss=0.07854, over 2473350.35 frames. utt_duration=630.8 frames, utt_pad_proportion=0.05822, over 15720.61 utterances.], libri_tot_loss[loss=0.2289, simple_loss=0.315, pruned_loss=0.0714, over 2464593.38 frames. utt_duration=1256 frames, utt_pad_proportion=0.05472, over 7860.31 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3145, pruned_loss=0.07877, over 2473619.30 frames. utt_duration=600.4 frames, utt_pad_proportion=0.05769, over 16521.40 utterances.], batch size: 70, lr: 5.97e-04
2022-08-22 22:26:53,309 INFO [train.py:927] (6/8) Epoch 5, batch 12350, giga_loss[loss=0.2297, simple_loss=0.303, pruned_loss=0.07822, over 12385.00 frames. utt_duration=973 frames, utt_pad_proportion=0.02991, over 51.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.3135, pruned_loss=0.07765, over 2472387.84 frames. utt_duration=653.9 frames, utt_pad_proportion=0.0551, over 15158.76 utterances.], libri_tot_loss[loss=0.2296, simple_loss=0.3158, pruned_loss=0.07168, over 2464342.90 frames. utt_duration=1258 frames, utt_pad_proportion=0.05367, over 7842.68 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3123, pruned_loss=0.07778, over 2473087.31 frames. utt_duration=617 frames, utt_pad_proportion=0.0553, over 16071.06 utterances.], batch size: 51, lr: 5.97e-04
2022-08-22 22:28:32,596 INFO [train.py:927] (6/8) Epoch 5, batch 12400, giga_loss[loss=0.2276, simple_loss=0.3099, pruned_loss=0.07265, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02713, over 48.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3111, pruned_loss=0.07706, over 2471655.14 frames. utt_duration=660.8 frames, utt_pad_proportion=0.05906, over 14996.47 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3163, pruned_loss=0.07246, over 2464473.17 frames. utt_duration=1262 frames, utt_pad_proportion=0.05243, over 7820.66 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3096, pruned_loss=0.07663, over 2472299.36 frames. utt_duration=622 frames, utt_pad_proportion=0.05952, over 15937.29 utterances.], batch size: 48, lr: 5.97e-04
2022-08-22 22:30:14,169 INFO [train.py:927] (6/8) Epoch 5, batch 12450, giga_loss[loss=0.2342, simple_loss=0.3117, pruned_loss=0.07838, over 12368.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05036, over 161.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3088, pruned_loss=0.07648, over 2470772.25 frames. utt_duration=651.4 frames, utt_pad_proportion=0.06181, over 15206.17 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3161, pruned_loss=0.07256, over 2464670.87 frames. utt_duration=1259 frames, utt_pad_proportion=0.05237, over 7840.61 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3077, pruned_loss=0.07617, over 2471287.45 frames. utt_duration=613.8 frames, utt_pad_proportion=0.06222, over 16145.29 utterances.], batch size: 161, lr: 5.97e-04
2022-08-22 22:31:51,922 INFO [train.py:927] (6/8) Epoch 5, batch 12500, giga_loss[loss=0.2125, simple_loss=0.2941, pruned_loss=0.06543, over 12324.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02831, over 74.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3049, pruned_loss=0.07491, over 2471397.84 frames. utt_duration=643.3 frames, utt_pad_proportion=0.05972, over 15402.94 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.316, pruned_loss=0.07273, over 2464828.35 frames. utt_duration=1260 frames, utt_pad_proportion=0.05168, over 7835.80 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3039, pruned_loss=0.07456, over 2471793.73 frames. utt_duration=608.5 frames, utt_pad_proportion=0.06053, over 16288.89 utterances.], batch size: 74, lr: 5.96e-04
2022-08-22 22:33:35,552 INFO [train.py:927] (6/8) Epoch 5, batch 12550, giga_loss[loss=0.246, simple_loss=0.3252, pruned_loss=0.08345, over 12386.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07023, over 212.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3048, pruned_loss=0.0749, over 2472747.48 frames. utt_duration=597.9 frames, utt_pad_proportion=0.06526, over 16585.11 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.316, pruned_loss=0.07292, over 2464989.06 frames. utt_duration=1248 frames, utt_pad_proportion=0.05514, over 7907.25 utterances.], giga_tot_loss[loss=0.2264, simple_loss=0.3038, pruned_loss=0.0745, over 2473018.42 frames. utt_duration=572.4 frames, utt_pad_proportion=0.0643, over 17325.35 utterances.], batch size: 212, lr: 5.96e-04
2022-08-22 22:35:18,220 INFO [train.py:927] (6/8) Epoch 5, batch 12600, giga_loss[loss=0.2255, simple_loss=0.3, pruned_loss=0.07544, over 12389.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.04222, over 40.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3076, pruned_loss=0.07598, over 2473570.40 frames. utt_duration=555.3 frames, utt_pad_proportion=0.06757, over 17864.36 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3166, pruned_loss=0.07326, over 2464829.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.0543, over 7909.98 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.306, pruned_loss=0.07541, over 2474149.21 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06721, over 18704.64 utterances.], batch size: 40, lr: 5.96e-04
2022-08-22 22:36:59,296 INFO [train.py:927] (6/8) Epoch 5, batch 12650, giga_loss[loss=0.1772, simple_loss=0.2671, pruned_loss=0.04367, over 12426.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03839, over 37.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3076, pruned_loss=0.07531, over 2473259.36 frames. utt_duration=557.9 frames, utt_pad_proportion=0.06446, over 17780.54 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3167, pruned_loss=0.07364, over 2464730.08 frames. utt_duration=1248 frames, utt_pad_proportion=0.05368, over 7907.39 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.306, pruned_loss=0.0746, over 2473984.45 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06466, over 18660.05 utterances.], batch size: 37, lr: 5.96e-04
2022-08-22 22:38:40,016 INFO [train.py:927] (6/8) Epoch 5, batch 12700, libri_loss[loss=0.2554, simple_loss=0.3062, pruned_loss=0.1023, over 12124.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005959, over 32.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3061, pruned_loss=0.0743, over 2472547.70 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06101, over 17388.71 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3166, pruned_loss=0.07413, over 2464519.32 frames. utt_duration=1240 frames, utt_pad_proportion=0.05696, over 7958.27 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3047, pruned_loss=0.07332, over 2473553.43 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06026, over 18276.18 utterances.], batch size: 32, lr: 5.96e-04
2022-08-22 22:40:20,582 INFO [train.py:927] (6/8) Epoch 5, batch 12750, giga_loss[loss=0.2338, simple_loss=0.3165, pruned_loss=0.07554, over 12387.00 frames. utt_duration=341 frames, utt_pad_proportion=0.04489, over 146.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3072, pruned_loss=0.07529, over 2473515.15 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05864, over 17674.14 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3167, pruned_loss=0.07448, over 2464656.40 frames. utt_duration=1247 frames, utt_pad_proportion=0.05595, over 7913.05 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3059, pruned_loss=0.07423, over 2474420.88 frames. utt_duration=531.6 frames, utt_pad_proportion=0.05857, over 18672.83 utterances.], batch size: 146, lr: 5.96e-04
2022-08-22 22:42:00,932 INFO [train.py:927] (6/8) Epoch 5, batch 12800, giga_loss[loss=0.2325, simple_loss=0.3059, pruned_loss=0.07952, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03119, over 42.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3094, pruned_loss=0.07599, over 2473694.00 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05838, over 17916.39 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3171, pruned_loss=0.07466, over 2464714.47 frames. utt_duration=1253 frames, utt_pad_proportion=0.05495, over 7880.54 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3078, pruned_loss=0.07501, over 2474568.37 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05876, over 18976.18 utterances.], batch size: 42, lr: 5.96e-04
2022-08-22 22:43:40,287 INFO [train.py:927] (6/8) Epoch 5, batch 12850, giga_loss[loss=0.2273, simple_loss=0.306, pruned_loss=0.0743, over 12361.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04419, over 34.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3114, pruned_loss=0.07742, over 2473674.47 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06079, over 18274.57 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3172, pruned_loss=0.07504, over 2465062.79 frames. utt_duration=1254 frames, utt_pad_proportion=0.05405, over 7874.67 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3098, pruned_loss=0.07634, over 2474259.38 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06129, over 19334.93 utterances.], batch size: 34, lr: 5.96e-04
2022-08-22 22:45:19,334 INFO [train.py:927] (6/8) Epoch 5, batch 12900, giga_loss[loss=0.2197, simple_loss=0.2957, pruned_loss=0.07182, over 12158.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04264, over 28.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3111, pruned_loss=0.07693, over 2473537.75 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05633, over 17040.97 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3174, pruned_loss=0.07558, over 2465333.49 frames. utt_duration=1258 frames, utt_pad_proportion=0.05243, over 7851.20 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3094, pruned_loss=0.07563, over 2474054.76 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05771, over 18270.13 utterances.], batch size: 28, lr: 5.95e-04
2022-08-22 22:46:58,740 INFO [train.py:927] (6/8) Epoch 5, batch 12950, giga_loss[loss=0.3035, simple_loss=0.3641, pruned_loss=0.1214, over 12364.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09519, over 255.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3102, pruned_loss=0.07622, over 2473661.48 frames. utt_duration=590.2 frames, utt_pad_proportion=0.05536, over 16807.23 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3177, pruned_loss=0.0761, over 2465461.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.05646, over 7927.07 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3083, pruned_loss=0.0747, over 2474223.08 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05484, over 18008.11 utterances.], batch size: 255, lr: 5.95e-04
2022-08-22 22:48:39,586 INFO [train.py:927] (6/8) Epoch 5, batch 13000, giga_loss[loss=0.2329, simple_loss=0.3152, pruned_loss=0.07531, over 12417.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04663, over 161.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3076, pruned_loss=0.07519, over 2473394.46 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05853, over 17151.21 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3177, pruned_loss=0.0763, over 2465721.71 frames. utt_duration=1247 frames, utt_pad_proportion=0.05572, over 7917.12 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3059, pruned_loss=0.07377, over 2473792.70 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05822, over 18320.91 utterances.], batch size: 161, lr: 5.95e-04
2022-08-22 22:50:21,789 INFO [train.py:927] (6/8) Epoch 5, batch 13050, giga_loss[loss=0.2027, simple_loss=0.2943, pruned_loss=0.05558, over 12404.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.02315, over 66.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3086, pruned_loss=0.07542, over 2472809.04 frames. utt_duration=589.4 frames, utt_pad_proportion=0.05545, over 16824.04 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3178, pruned_loss=0.07688, over 2465321.52 frames. utt_duration=1250 frames, utt_pad_proportion=0.05477, over 7897.20 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3068, pruned_loss=0.07371, over 2473793.13 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05581, over 18165.63 utterances.], batch size: 66, lr: 5.95e-04
2022-08-22 22:51:57,665 INFO [train.py:927] (6/8) Epoch 5, batch 13100, giga_loss[loss=0.2435, simple_loss=0.3086, pruned_loss=0.08923, over 12258.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02835, over 54.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3088, pruned_loss=0.07501, over 2472946.70 frames. utt_duration=591.7 frames, utt_pad_proportion=0.05265, over 16760.24 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3177, pruned_loss=0.0771, over 2465270.84 frames. utt_duration=1254 frames, utt_pad_proportion=0.05396, over 7874.48 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3072, pruned_loss=0.0734, over 2473882.20 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05343, over 18003.83 utterances.], batch size: 54, lr: 5.95e-04
2022-08-22 22:53:41,167 INFO [train.py:927] (6/8) Epoch 5, batch 13150, giga_loss[loss=0.2619, simple_loss=0.321, pruned_loss=0.1013, over 12302.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02775, over 45.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3077, pruned_loss=0.07573, over 2472383.56 frames. utt_duration=600.1 frames, utt_pad_proportion=0.05237, over 16521.21 utterances.], libri_tot_loss[loss=0.2366, simple_loss=0.3179, pruned_loss=0.07764, over 2465411.03 frames. utt_duration=1258 frames, utt_pad_proportion=0.05265, over 7847.28 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3059, pruned_loss=0.07388, over 2473234.34 frames. utt_duration=556.5 frames, utt_pad_proportion=0.05353, over 17824.70 utterances.], batch size: 45, lr: 5.95e-04
2022-08-22 22:55:21,030 INFO [train.py:927] (6/8) Epoch 5, batch 13200, giga_loss[loss=0.2511, simple_loss=0.3292, pruned_loss=0.08647, over 12394.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07374, over 212.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3061, pruned_loss=0.07609, over 2472427.66 frames. utt_duration=596.9 frames, utt_pad_proportion=0.05143, over 16609.68 utterances.], libri_tot_loss[loss=0.2364, simple_loss=0.3174, pruned_loss=0.07767, over 2465582.42 frames. utt_duration=1261 frames, utt_pad_proportion=0.05241, over 7828.31 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3049, pruned_loss=0.07454, over 2473170.67 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05254, over 17954.43 utterances.], batch size: 212, lr: 5.95e-04
2022-08-22 22:56:58,208 INFO [train.py:927] (6/8) Epoch 5, batch 13250, giga_loss[loss=0.2268, simple_loss=0.3044, pruned_loss=0.07463, over 12411.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03405, over 80.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3035, pruned_loss=0.07493, over 2472978.24 frames. utt_duration=585.6 frames, utt_pad_proportion=0.04992, over 16935.81 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.3168, pruned_loss=0.07754, over 2465292.30 frames. utt_duration=1266 frames, utt_pad_proportion=0.05169, over 7796.00 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3028, pruned_loss=0.07378, over 2473953.20 frames. utt_duration=545.6 frames, utt_pad_proportion=0.05116, over 18186.10 utterances.], batch size: 80, lr: 5.95e-04
2022-08-22 22:58:37,377 INFO [train.py:927] (6/8) Epoch 5, batch 13300, giga_loss[loss=0.2337, simple_loss=0.3163, pruned_loss=0.07555, over 12395.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.05106, over 161.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3, pruned_loss=0.07287, over 2473281.86 frames. utt_duration=590.6 frames, utt_pad_proportion=0.04892, over 16793.07 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3172, pruned_loss=0.07764, over 2465479.47 frames. utt_duration=1268 frames, utt_pad_proportion=0.05109, over 7786.36 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.2986, pruned_loss=0.07175, over 2474066.79 frames. utt_duration=550.9 frames, utt_pad_proportion=0.0502, over 18012.93 utterances.], batch size: 161, lr: 5.94e-04
2022-08-22 23:00:14,719 INFO [train.py:927] (6/8) Epoch 5, batch 13350, giga_loss[loss=0.2234, simple_loss=0.3069, pruned_loss=0.06993, over 12471.00 frames. utt_duration=1041 frames, utt_pad_proportion=0.02013, over 48.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3012, pruned_loss=0.07348, over 2473086.02 frames. utt_duration=591.8 frames, utt_pad_proportion=0.0504, over 16758.69 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3179, pruned_loss=0.07826, over 2465724.12 frames. utt_duration=1254 frames, utt_pad_proportion=0.05472, over 7872.41 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.2992, pruned_loss=0.07197, over 2473672.01 frames. utt_duration=555.9 frames, utt_pad_proportion=0.04998, over 17847.79 utterances.], batch size: 48, lr: 5.94e-04
2022-08-22 23:01:52,874 INFO [train.py:927] (6/8) Epoch 5, batch 13400, giga_loss[loss=0.2393, simple_loss=0.3197, pruned_loss=0.07948, over 12382.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03732, over 113.00 utterances.], tot_loss[loss=0.2261, simple_loss=0.3033, pruned_loss=0.07445, over 2473280.73 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05404, over 17550.81 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3176, pruned_loss=0.07823, over 2465668.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05421, over 7850.47 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07323, over 2473882.84 frames. utt_duration=535 frames, utt_pad_proportion=0.05371, over 18549.55 utterances.], batch size: 113, lr: 5.94e-04
2022-08-22 23:03:31,016 INFO [train.py:927] (6/8) Epoch 5, batch 13450, giga_loss[loss=0.244, simple_loss=0.3229, pruned_loss=0.08258, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3052, pruned_loss=0.07471, over 2473699.45 frames. utt_duration=560 frames, utt_pad_proportion=0.05386, over 17717.27 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3174, pruned_loss=0.07829, over 2465735.49 frames. utt_duration=1261 frames, utt_pad_proportion=0.05343, over 7833.55 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3039, pruned_loss=0.07364, over 2474259.55 frames. utt_duration=530.8 frames, utt_pad_proportion=0.05391, over 18699.87 utterances.], batch size: 75, lr: 5.94e-04
2022-08-22 23:05:18,659 INFO [train.py:927] (6/8) Epoch 5, batch 13500, giga_loss[loss=0.2524, simple_loss=0.333, pruned_loss=0.08589, over 12318.00 frames. utt_duration=851 frames, utt_pad_proportion=0.03405, over 58.00 utterances.], tot_loss[loss=0.2344, simple_loss=0.311, pruned_loss=0.07894, over 2473169.49 frames. utt_duration=582 frames, utt_pad_proportion=0.05255, over 17042.59 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3175, pruned_loss=0.07844, over 2465724.60 frames. utt_duration=1264 frames, utt_pad_proportion=0.05267, over 7813.02 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3098, pruned_loss=0.07794, over 2473729.05 frames. utt_duration=550.7 frames, utt_pad_proportion=0.05297, over 18015.95 utterances.], batch size: 58, lr: 5.94e-04
2022-08-22 23:07:03,174 INFO [train.py:927] (6/8) Epoch 5, batch 13550, giga_loss[loss=0.227, simple_loss=0.3018, pruned_loss=0.07615, over 12343.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04748, over 26.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3193, pruned_loss=0.08457, over 2473740.03 frames. utt_duration=553.7 frames, utt_pad_proportion=0.0583, over 17919.58 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3181, pruned_loss=0.0791, over 2465902.67 frames. utt_duration=1259 frames, utt_pad_proportion=0.05281, over 7842.78 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3178, pruned_loss=0.08324, over 2474160.85 frames. utt_duration=526.7 frames, utt_pad_proportion=0.05832, over 18844.42 utterances.], batch size: 26, lr: 5.94e-04
2022-08-22 23:08:48,639 INFO [train.py:927] (6/8) Epoch 5, batch 13600, giga_loss[loss=0.2805, simple_loss=0.3485, pruned_loss=0.1063, over 12177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03144, over 39.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3273, pruned_loss=0.09103, over 2474349.72 frames. utt_duration=536.8 frames, utt_pad_proportion=0.05809, over 18490.26 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.318, pruned_loss=0.07908, over 2466232.71 frames. utt_duration=1258 frames, utt_pad_proportion=0.0529, over 7851.87 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3263, pruned_loss=0.09018, over 2474532.88 frames. utt_duration=511.4 frames, utt_pad_proportion=0.05811, over 19411.54 utterances.], batch size: 39, lr: 5.94e-04
2022-08-22 23:10:32,031 INFO [train.py:927] (6/8) Epoch 5, batch 13650, giga_loss[loss=0.3118, simple_loss=0.3686, pruned_loss=0.1276, over 12367.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03392, over 122.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3328, pruned_loss=0.0958, over 2474153.57 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06674, over 19357.88 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3184, pruned_loss=0.07946, over 2466375.15 frames. utt_duration=1256 frames, utt_pad_proportion=0.05279, over 7863.80 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3318, pruned_loss=0.09512, over 2474336.84 frames. utt_duration=488.2 frames, utt_pad_proportion=0.06652, over 20336.89 utterances.], batch size: 122, lr: 5.94e-04
2022-08-22 23:12:17,208 INFO [train.py:927] (6/8) Epoch 5, batch 13700, libri_loss[loss=0.1965, simple_loss=0.2712, pruned_loss=0.06088, over 12477.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007945, over 29.00 utterances.], tot_loss[loss=0.2696, simple_loss=0.3376, pruned_loss=0.1008, over 2474656.22 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07079, over 20690.91 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3183, pruned_loss=0.07949, over 2466352.18 frames. utt_duration=1255 frames, utt_pad_proportion=0.0524, over 7868.00 utterances.], giga_tot_loss[loss=0.2694, simple_loss=0.3375, pruned_loss=0.1006, over 2475012.70 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07071, over 21747.02 utterances.], batch size: 29, lr: 5.93e-04
2022-08-22 23:14:03,214 INFO [train.py:927] (6/8) Epoch 5, batch 13750, giga_loss[loss=0.2119, simple_loss=0.2905, pruned_loss=0.06664, over 12334.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.0312, over 70.00 utterances.], tot_loss[loss=0.2746, simple_loss=0.3411, pruned_loss=0.1041, over 2474550.48 frames. utt_duration=464 frames, utt_pad_proportion=0.07465, over 21398.20 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3182, pruned_loss=0.0798, over 2466028.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.05533, over 7914.11 utterances.], giga_tot_loss[loss=0.2754, simple_loss=0.3418, pruned_loss=0.1045, over 2475424.40 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07382, over 22714.76 utterances.], batch size: 70, lr: 5.93e-04
2022-08-22 23:15:48,614 INFO [train.py:927] (6/8) Epoch 5, batch 13800, giga_loss[loss=0.2528, simple_loss=0.3204, pruned_loss=0.09257, over 12446.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03106, over 80.00 utterances.], tot_loss[loss=0.278, simple_loss=0.3427, pruned_loss=0.1066, over 2474819.47 frames. utt_duration=464.9 frames, utt_pad_proportion=0.07322, over 21361.51 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3182, pruned_loss=0.08018, over 2466235.69 frames. utt_duration=1253 frames, utt_pad_proportion=0.05465, over 7880.51 utterances.], giga_tot_loss[loss=0.2797, simple_loss=0.3442, pruned_loss=0.1076, over 2475621.88 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07311, over 22958.57 utterances.], batch size: 80, lr: 5.93e-04
2022-08-22 23:17:32,997 INFO [train.py:927] (6/8) Epoch 5, batch 13850, giga_loss[loss=0.3758, simple_loss=0.406, pruned_loss=0.1728, over 12420.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07604, over 213.00 utterances.], tot_loss[loss=0.2798, simple_loss=0.3443, pruned_loss=0.1076, over 2474921.37 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07219, over 22047.97 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3182, pruned_loss=0.08013, over 2466282.51 frames. utt_duration=1254 frames, utt_pad_proportion=0.05443, over 7879.11 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3456, pruned_loss=0.1086, over 2475545.41 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07226, over 23368.95 utterances.], batch size: 213, lr: 5.93e-04
2022-08-22 23:19:13,343 INFO [train.py:927] (6/8) Epoch 5, batch 13900, giga_loss[loss=0.2306, simple_loss=0.3119, pruned_loss=0.07458, over 12360.00 frames. utt_duration=970.7 frames, utt_pad_proportion=0.03314, over 51.00 utterances.], tot_loss[loss=0.2795, simple_loss=0.345, pruned_loss=0.1071, over 2474416.09 frames. utt_duration=452.5 frames, utt_pad_proportion=0.0761, over 21942.84 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3187, pruned_loss=0.08029, over 2466450.66 frames. utt_duration=1255 frames, utt_pad_proportion=0.05357, over 7870.32 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3461, pruned_loss=0.1083, over 2474942.91 frames. utt_duration=426.1 frames, utt_pad_proportion=0.07634, over 23314.95 utterances.], batch size: 51, lr: 5.93e-04
2022-08-22 23:20:57,649 INFO [train.py:927] (6/8) Epoch 5, batch 13950, libri_loss[loss=0.245, simple_loss=0.3243, pruned_loss=0.08289, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01304, over 40.00 utterances.], tot_loss[loss=0.2764, simple_loss=0.3434, pruned_loss=0.1047, over 2474784.78 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07657, over 21850.96 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3194, pruned_loss=0.08105, over 2466747.57 frames. utt_duration=1250 frames, utt_pad_proportion=0.05349, over 7903.03 utterances.], giga_tot_loss[loss=0.2785, simple_loss=0.3447, pruned_loss=0.1061, over 2475279.11 frames. utt_duration=422.5 frames, utt_pad_proportion=0.07711, over 23514.32 utterances.], batch size: 40, lr: 5.93e-04
2022-08-22 23:22:39,903 INFO [train.py:927] (6/8) Epoch 5, batch 14000, giga_loss[loss=0.3074, simple_loss=0.3671, pruned_loss=0.1239, over 12410.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07624, over 213.00 utterances.], tot_loss[loss=0.2745, simple_loss=0.3422, pruned_loss=0.1034, over 2474422.65 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07831, over 22001.86 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3195, pruned_loss=0.0814, over 2466574.29 frames. utt_duration=1249 frames, utt_pad_proportion=0.05321, over 7907.07 utterances.], giga_tot_loss[loss=0.2765, simple_loss=0.3437, pruned_loss=0.1047, over 2475153.48 frames. utt_duration=420.2 frames, utt_pad_proportion=0.07898, over 23647.05 utterances.], batch size: 213, lr: 5.93e-04
2022-08-22 23:24:26,822 INFO [train.py:927] (6/8) Epoch 5, batch 14050, giga_loss[loss=0.3117, simple_loss=0.3618, pruned_loss=0.1308, over 12396.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1101, over 260.00 utterances.], tot_loss[loss=0.2728, simple_loss=0.341, pruned_loss=0.1023, over 2475272.65 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07853, over 22570.28 utterances.], libri_tot_loss[loss=0.2414, simple_loss=0.3198, pruned_loss=0.08148, over 2466736.89 frames. utt_duration=1249 frames, utt_pad_proportion=0.05285, over 7910.00 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3422, pruned_loss=0.1034, over 2475776.54 frames. utt_duration=414.3 frames, utt_pad_proportion=0.07922, over 23990.38 utterances.], batch size: 260, lr: 5.93e-04
2022-08-22 23:26:15,701 INFO [train.py:927] (6/8) Epoch 5, batch 14100, giga_loss[loss=0.2553, simple_loss=0.3356, pruned_loss=0.08747, over 12265.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02969, over 45.00 utterances.], tot_loss[loss=0.2701, simple_loss=0.3391, pruned_loss=0.1005, over 2474762.99 frames. utt_duration=444 frames, utt_pad_proportion=0.07838, over 22370.06 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3199, pruned_loss=0.08159, over 2466575.60 frames. utt_duration=1251 frames, utt_pad_proportion=0.05224, over 7893.45 utterances.], giga_tot_loss[loss=0.2717, simple_loss=0.3402, pruned_loss=0.1016, over 2475395.12 frames. utt_duration=419.5 frames, utt_pad_proportion=0.07921, over 23687.80 utterances.], batch size: 45, lr: 5.92e-04
2022-08-22 23:28:04,269 INFO [train.py:927] (6/8) Epoch 5, batch 14150, giga_loss[loss=0.2548, simple_loss=0.3436, pruned_loss=0.08306, over 12331.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03161, over 70.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3386, pruned_loss=0.09834, over 2474992.57 frames. utt_duration=443.1 frames, utt_pad_proportion=0.08046, over 22413.38 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3195, pruned_loss=0.08172, over 2466667.23 frames. utt_duration=1254 frames, utt_pad_proportion=0.05147, over 7876.16 utterances.], giga_tot_loss[loss=0.2697, simple_loss=0.3403, pruned_loss=0.09954, over 2475642.86 frames. utt_duration=416.1 frames, utt_pad_proportion=0.08149, over 23881.41 utterances.], batch size: 70, lr: 5.92e-04
2022-08-22 23:29:48,393 INFO [train.py:927] (6/8) Epoch 5, batch 14200, giga_loss[loss=0.2725, simple_loss=0.3244, pruned_loss=0.1103, over 12365.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2035, over 369.00 utterances.], tot_loss[loss=0.2658, simple_loss=0.3374, pruned_loss=0.09712, over 2475066.55 frames. utt_duration=453.9 frames, utt_pad_proportion=0.08042, over 21883.49 utterances.], libri_tot_loss[loss=0.242, simple_loss=0.3198, pruned_loss=0.08216, over 2466871.35 frames. utt_duration=1242 frames, utt_pad_proportion=0.05573, over 7955.23 utterances.], giga_tot_loss[loss=0.2675, simple_loss=0.339, pruned_loss=0.09804, over 2475579.34 frames. utt_duration=426.6 frames, utt_pad_proportion=0.08023, over 23288.44 utterances.], batch size: 369, lr: 5.92e-04
2022-08-22 23:31:33,432 INFO [train.py:927] (6/8) Epoch 5, batch 14250, giga_loss[loss=0.2216, simple_loss=0.2929, pruned_loss=0.07515, over 12369.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03051, over 51.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3353, pruned_loss=0.09637, over 2474701.76 frames. utt_duration=464 frames, utt_pad_proportion=0.07677, over 21398.69 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3196, pruned_loss=0.08206, over 2466735.50 frames. utt_duration=1247 frames, utt_pad_proportion=0.05518, over 7922.30 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.337, pruned_loss=0.09745, over 2475355.36 frames. utt_duration=436 frames, utt_pad_proportion=0.0771, over 22785.21 utterances.], batch size: 51, lr: 5.92e-04
2022-08-22 23:33:18,380 INFO [train.py:927] (6/8) Epoch 5, batch 14300, giga_loss[loss=0.2526, simple_loss=0.3413, pruned_loss=0.08193, over 12482.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03549, over 40.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3342, pruned_loss=0.09644, over 2475149.97 frames. utt_duration=465.7 frames, utt_pad_proportion=0.07558, over 21327.69 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.3197, pruned_loss=0.08248, over 2466918.99 frames. utt_duration=1245 frames, utt_pad_proportion=0.05511, over 7932.53 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3357, pruned_loss=0.0972, over 2475647.80 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07609, over 22653.86 utterances.], batch size: 40, lr: 5.92e-04
2022-08-22 23:35:06,832 INFO [train.py:927] (6/8) Epoch 5, batch 14350, giga_loss[loss=0.2778, simple_loss=0.3469, pruned_loss=0.1044, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04227, over 146.00 utterances.], tot_loss[loss=0.2629, simple_loss=0.3343, pruned_loss=0.09576, over 2475629.45 frames. utt_duration=479.4 frames, utt_pad_proportion=0.0691, over 20719.42 utterances.], libri_tot_loss[loss=0.2426, simple_loss=0.3196, pruned_loss=0.08277, over 2466979.79 frames. utt_duration=1249 frames, utt_pad_proportion=0.05453, over 7908.67 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3358, pruned_loss=0.09628, over 2476078.67 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07011, over 21965.46 utterances.], batch size: 146, lr: 5.92e-04
2022-08-22 23:36:54,295 INFO [train.py:927] (6/8) Epoch 5, batch 14400, giga_loss[loss=0.3007, simple_loss=0.3559, pruned_loss=0.1228, over 12392.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07343, over 212.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3325, pruned_loss=0.09361, over 2474527.56 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06729, over 19768.55 utterances.], libri_tot_loss[loss=0.2428, simple_loss=0.3203, pruned_loss=0.0827, over 2467130.17 frames. utt_duration=1253 frames, utt_pad_proportion=0.05372, over 7886.65 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3333, pruned_loss=0.09429, over 2474897.90 frames. utt_duration=472.9 frames, utt_pad_proportion=0.06855, over 20997.20 utterances.], batch size: 212, lr: 5.92e-04
2022-08-22 23:38:38,516 INFO [train.py:927] (6/8) Epoch 5, batch 14450, giga_loss[loss=0.2332, simple_loss=0.3145, pruned_loss=0.07592, over 12346.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03413, over 62.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3303, pruned_loss=0.0927, over 2474299.75 frames. utt_duration=503 frames, utt_pad_proportion=0.06492, over 19731.50 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3198, pruned_loss=0.08258, over 2467100.40 frames. utt_duration=1257 frames, utt_pad_proportion=0.0532, over 7859.49 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3315, pruned_loss=0.09347, over 2474700.94 frames. utt_duration=475.4 frames, utt_pad_proportion=0.06629, over 20884.92 utterances.], batch size: 62, lr: 5.92e-04
2022-08-22 23:40:23,171 INFO [train.py:927] (6/8) Epoch 5, batch 14500, giga_loss[loss=0.2273, simple_loss=0.3065, pruned_loss=0.07408, over 12410.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04412, over 26.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3294, pruned_loss=0.09327, over 2474351.63 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06682, over 20251.24 utterances.], libri_tot_loss[loss=0.2422, simple_loss=0.3194, pruned_loss=0.08255, over 2466946.57 frames. utt_duration=1263 frames, utt_pad_proportion=0.05202, over 7823.11 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.331, pruned_loss=0.09421, over 2475013.94 frames. utt_duration=460.9 frames, utt_pad_proportion=0.06831, over 21545.59 utterances.], batch size: 26, lr: 5.91e-04
2022-08-22 23:42:08,590 INFO [train.py:927] (6/8) Epoch 5, batch 14550, giga_loss[loss=0.2304, simple_loss=0.3114, pruned_loss=0.07471, over 12327.00 frames. utt_duration=667.9 frames, utt_pad_proportion=0.02787, over 74.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3302, pruned_loss=0.09481, over 2474514.86 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06813, over 20978.05 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3196, pruned_loss=0.08276, over 2467218.60 frames. utt_duration=1265 frames, utt_pad_proportion=0.0514, over 7813.83 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3315, pruned_loss=0.09552, over 2474891.76 frames. utt_duration=447.4 frames, utt_pad_proportion=0.06949, over 22198.23 utterances.], batch size: 74, lr: 5.91e-04
2022-08-22 23:43:52,368 INFO [train.py:927] (6/8) Epoch 5, batch 14600, giga_loss[loss=0.2119, simple_loss=0.2956, pruned_loss=0.06408, over 12319.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04533, over 26.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3309, pruned_loss=0.09511, over 2474332.27 frames. utt_duration=465 frames, utt_pad_proportion=0.07396, over 21351.87 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3196, pruned_loss=0.08312, over 2467244.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05165, over 7831.88 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.3323, pruned_loss=0.09575, over 2474840.01 frames. utt_duration=437 frames, utt_pad_proportion=0.07484, over 22730.13 utterances.], batch size: 26, lr: 5.91e-04
2022-08-22 23:45:35,615 INFO [train.py:927] (6/8) Epoch 5, batch 14650, giga_loss[loss=0.2523, simple_loss=0.3273, pruned_loss=0.08867, over 12382.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0268, over 91.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.329, pruned_loss=0.093, over 2474442.51 frames. utt_duration=484.5 frames, utt_pad_proportion=0.07328, over 20490.28 utterances.], libri_tot_loss[loss=0.2425, simple_loss=0.3192, pruned_loss=0.08292, over 2467169.39 frames. utt_duration=1267 frames, utt_pad_proportion=0.05097, over 7797.52 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3307, pruned_loss=0.09389, over 2475037.47 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07434, over 21851.24 utterances.], batch size: 91, lr: 5.91e-04
2022-08-22 23:47:21,009 INFO [train.py:927] (6/8) Epoch 5, batch 14700, giga_loss[loss=0.3562, simple_loss=0.3816, pruned_loss=0.1654, over 12371.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3305, pruned_loss=0.09514, over 2474296.91 frames. utt_duration=479.9 frames, utt_pad_proportion=0.07465, over 20683.70 utterances.], libri_tot_loss[loss=0.2427, simple_loss=0.3192, pruned_loss=0.08308, over 2467680.01 frames. utt_duration=1265 frames, utt_pad_proportion=0.05086, over 7809.50 utterances.], giga_tot_loss[loss=0.2619, simple_loss=0.332, pruned_loss=0.09595, over 2474467.54 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07564, over 22051.71 utterances.], batch size: 258, lr: 5.91e-04
2022-08-22 23:49:04,020 INFO [train.py:927] (6/8) Epoch 5, batch 14750, giga_loss[loss=0.2369, simple_loss=0.3059, pruned_loss=0.08398, over 12461.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.0375, over 37.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3305, pruned_loss=0.0961, over 2474883.34 frames. utt_duration=486.6 frames, utt_pad_proportion=0.07107, over 20404.80 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3192, pruned_loss=0.08335, over 2468100.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.04968, over 7784.59 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.332, pruned_loss=0.09685, over 2474825.25 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07265, over 21865.60 utterances.], batch size: 37, lr: 5.91e-04
2022-08-22 23:50:46,686 INFO [train.py:927] (6/8) Epoch 5, batch 14800, giga_loss[loss=0.2269, simple_loss=0.3027, pruned_loss=0.07556, over 12473.00 frames. utt_duration=793.5 frames, utt_pad_proportion=0.03938, over 63.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3294, pruned_loss=0.09526, over 2473807.81 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07103, over 19860.17 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3196, pruned_loss=0.08372, over 2468165.46 frames. utt_duration=1254 frames, utt_pad_proportion=0.05387, over 7884.58 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3306, pruned_loss=0.09586, over 2473870.95 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07117, over 21270.48 utterances.], batch size: 63, lr: 5.91e-04
2022-08-22 23:52:30,472 INFO [train.py:927] (6/8) Epoch 5, batch 14850, giga_loss[loss=0.2028, simple_loss=0.3016, pruned_loss=0.05197, over 12336.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04991, over 26.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3291, pruned_loss=0.09449, over 2474067.00 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07545, over 20435.05 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3194, pruned_loss=0.08383, over 2468088.26 frames. utt_duration=1244 frames, utt_pad_proportion=0.05819, over 7944.85 utterances.], giga_tot_loss[loss=0.2604, simple_loss=0.3304, pruned_loss=0.09515, over 2474344.58 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07406, over 21846.22 utterances.], batch size: 26, lr: 5.91e-04
2022-08-22 23:54:18,440 INFO [train.py:927] (6/8) Epoch 5, batch 14900, giga_loss[loss=0.2604, simple_loss=0.3291, pruned_loss=0.09591, over 12117.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03904, over 33.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3282, pruned_loss=0.09365, over 2474287.07 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07372, over 20827.31 utterances.], libri_tot_loss[loss=0.244, simple_loss=0.3197, pruned_loss=0.08411, over 2468276.13 frames. utt_duration=1233 frames, utt_pad_proportion=0.06172, over 8017.02 utterances.], giga_tot_loss[loss=0.2586, simple_loss=0.3291, pruned_loss=0.09402, over 2474397.68 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07172, over 21982.43 utterances.], batch size: 33, lr: 5.90e-04
2022-08-22 23:56:01,968 INFO [train.py:927] (6/8) Epoch 5, batch 14950, giga_loss[loss=0.2609, simple_loss=0.3313, pruned_loss=0.09522, over 12439.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03736, over 105.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3273, pruned_loss=0.09362, over 2474641.59 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07247, over 20646.47 utterances.], libri_tot_loss[loss=0.2433, simple_loss=0.319, pruned_loss=0.0838, over 2468198.17 frames. utt_duration=1239 frames, utt_pad_proportion=0.06089, over 7979.94 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3287, pruned_loss=0.09434, over 2474908.83 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07126, over 21813.15 utterances.], batch size: 105, lr: 5.90e-04
2022-08-22 23:57:49,919 INFO [train.py:927] (6/8) Epoch 5, batch 15000, giga_loss[loss=0.2288, simple_loss=0.316, pruned_loss=0.0708, over 12334.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.04575, over 26.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3312, pruned_loss=0.09402, over 2474956.12 frames. utt_duration=488.7 frames, utt_pad_proportion=0.06883, over 20319.49 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.319, pruned_loss=0.08371, over 2468303.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06077, over 7988.31 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3326, pruned_loss=0.09487, over 2475184.68 frames. utt_duration=462.7 frames, utt_pad_proportion=0.06815, over 21467.35 utterances.], batch size: 26, lr: 5.90e-04
2022-08-22 23:57:49,920 INFO [train.py:958] (6/8) Computing validation loss
2022-08-22 23:58:03,586 INFO [train.py:967] (6/8) Epoch 5, validation: loss=0.1895, simple_loss=0.2994, pruned_loss=0.0398, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-22 23:59:45,302 INFO [train.py:927] (6/8) Epoch 5, batch 15050, giga_loss[loss=0.2848, simple_loss=0.3493, pruned_loss=0.1102, over 12388.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04536, over 146.00 utterances.], tot_loss[loss=0.2631, simple_loss=0.3344, pruned_loss=0.09586, over 2474776.08 frames. utt_duration=487.4 frames, utt_pad_proportion=0.06613, over 20369.73 utterances.], libri_tot_loss[loss=0.2432, simple_loss=0.3189, pruned_loss=0.08372, over 2468168.67 frames. utt_duration=1240 frames, utt_pad_proportion=0.06045, over 7968.49 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3356, pruned_loss=0.0966, over 2475120.16 frames. utt_duration=464.3 frames, utt_pad_proportion=0.06584, over 21390.76 utterances.], batch size: 146, lr: 5.90e-04
2022-08-23 00:01:27,786 INFO [train.py:927] (6/8) Epoch 5, batch 15100, libri_loss[loss=0.2951, simple_loss=0.3485, pruned_loss=0.1209, over 12369.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01023, over 38.00 utterances.], tot_loss[loss=0.2676, simple_loss=0.337, pruned_loss=0.09915, over 2474808.06 frames. utt_duration=453.3 frames, utt_pad_proportion=0.07619, over 21907.80 utterances.], libri_tot_loss[loss=0.2439, simple_loss=0.3193, pruned_loss=0.08426, over 2468285.16 frames. utt_duration=1242 frames, utt_pad_proportion=0.05974, over 7961.98 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3378, pruned_loss=0.09945, over 2475069.20 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07584, over 22891.43 utterances.], batch size: 38, lr: 5.90e-04
2022-08-23 00:03:16,247 INFO [train.py:927] (6/8) Epoch 5, batch 15150, giga_loss[loss=0.273, simple_loss=0.3398, pruned_loss=0.1032, over 12339.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03323, over 97.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3351, pruned_loss=0.09858, over 2474448.45 frames. utt_duration=465.4 frames, utt_pad_proportion=0.07517, over 21336.15 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3193, pruned_loss=0.08477, over 2468016.12 frames. utt_duration=1248 frames, utt_pad_proportion=0.05799, over 7921.23 utterances.], giga_tot_loss[loss=0.2671, simple_loss=0.3364, pruned_loss=0.0989, over 2475109.29 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07576, over 22667.22 utterances.], batch size: 97, lr: 5.90e-04
2022-08-23 00:04:57,797 INFO [train.py:927] (6/8) Epoch 5, batch 15200, giga_loss[loss=0.3218, simple_loss=0.379, pruned_loss=0.1323, over 12326.00 frames. utt_duration=796.9 frames, utt_pad_proportion=0.03408, over 62.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3339, pruned_loss=0.09834, over 2474658.17 frames. utt_duration=470 frames, utt_pad_proportion=0.07252, over 21126.94 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.319, pruned_loss=0.08478, over 2467935.20 frames. utt_duration=1249 frames, utt_pad_proportion=0.05783, over 7913.98 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.3356, pruned_loss=0.09888, over 2475390.23 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07331, over 22486.87 utterances.], batch size: 62, lr: 5.90e-04
2022-08-23 00:06:40,771 INFO [train.py:927] (6/8) Epoch 5, batch 15250, giga_loss[loss=0.2397, simple_loss=0.3126, pruned_loss=0.08339, over 12438.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03578, over 105.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3326, pruned_loss=0.09722, over 2474283.74 frames. utt_duration=472.9 frames, utt_pad_proportion=0.0753, over 20993.93 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3195, pruned_loss=0.08481, over 2467756.11 frames. utt_duration=1252 frames, utt_pad_proportion=0.05719, over 7896.36 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3336, pruned_loss=0.0978, over 2475107.31 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07606, over 22260.86 utterances.], batch size: 105, lr: 5.90e-04
2022-08-23 00:08:24,452 INFO [train.py:927] (6/8) Epoch 5, batch 15300, giga_loss[loss=0.2495, simple_loss=0.3293, pruned_loss=0.08487, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02988, over 45.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3309, pruned_loss=0.09672, over 2473578.25 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07784, over 20788.00 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3193, pruned_loss=0.08509, over 2467622.78 frames. utt_duration=1257 frames, utt_pad_proportion=0.05583, over 7861.58 utterances.], giga_tot_loss[loss=0.2635, simple_loss=0.3323, pruned_loss=0.09733, over 2474573.43 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07902, over 22274.95 utterances.], batch size: 45, lr: 5.89e-04
2022-08-23 00:10:09,951 INFO [train.py:927] (6/8) Epoch 5, batch 15350, giga_loss[loss=0.2793, simple_loss=0.3407, pruned_loss=0.1089, over 12386.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02656, over 48.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3316, pruned_loss=0.09697, over 2473369.20 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07724, over 20595.63 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3189, pruned_loss=0.08491, over 2467808.91 frames. utt_duration=1260 frames, utt_pad_proportion=0.05543, over 7846.00 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3331, pruned_loss=0.09769, over 2474051.32 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07838, over 21880.47 utterances.], batch size: 48, lr: 5.89e-04
2022-08-23 00:11:54,307 INFO [train.py:927] (6/8) Epoch 5, batch 15400, giga_loss[loss=0.3404, simple_loss=0.3682, pruned_loss=0.1563, over 12365.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.197, over 366.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3329, pruned_loss=0.0985, over 2473676.07 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07798, over 20844.78 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3191, pruned_loss=0.08536, over 2467995.57 frames. utt_duration=1263 frames, utt_pad_proportion=0.05419, over 7827.06 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.3344, pruned_loss=0.09901, over 2474208.68 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07941, over 22238.09 utterances.], batch size: 366, lr: 5.89e-04
2022-08-23 00:13:37,924 INFO [train.py:927] (6/8) Epoch 5, batch 15450, giga_loss[loss=0.3727, simple_loss=0.4123, pruned_loss=0.1666, over 12416.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06144, over 183.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3347, pruned_loss=0.09678, over 2474021.12 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07338, over 20268.95 utterances.], libri_tot_loss[loss=0.2451, simple_loss=0.3192, pruned_loss=0.0855, over 2468166.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.05377, over 7826.80 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3358, pruned_loss=0.09717, over 2474347.54 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07499, over 21469.57 utterances.], batch size: 183, lr: 5.89e-04
2022-08-23 00:15:19,792 INFO [train.py:927] (6/8) Epoch 5, batch 15500, giga_loss[loss=0.3417, simple_loss=0.3908, pruned_loss=0.1463, over 12380.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.07049, over 211.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3363, pruned_loss=0.09679, over 2474572.63 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07332, over 20247.76 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3188, pruned_loss=0.08514, over 2468156.11 frames. utt_duration=1262 frames, utt_pad_proportion=0.05356, over 7833.32 utterances.], giga_tot_loss[loss=0.2667, simple_loss=0.338, pruned_loss=0.09775, over 2475029.82 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07493, over 21588.34 utterances.], batch size: 211, lr: 5.89e-04
2022-08-23 00:17:02,020 INFO [train.py:927] (6/8) Epoch 5, batch 15550, giga_loss[loss=0.3361, simple_loss=0.3861, pruned_loss=0.143, over 12426.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06171, over 183.00 utterances.], tot_loss[loss=0.2674, simple_loss=0.3375, pruned_loss=0.0986, over 2475462.85 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07252, over 20405.67 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3189, pruned_loss=0.08542, over 2467965.75 frames. utt_duration=1267 frames, utt_pad_proportion=0.05236, over 7802.66 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3392, pruned_loss=0.09945, over 2476205.56 frames. utt_duration=455 frames, utt_pad_proportion=0.07441, over 21838.23 utterances.], batch size: 183, lr: 5.89e-04
2022-08-23 00:18:43,438 INFO [train.py:927] (6/8) Epoch 5, batch 15600, giga_loss[loss=0.2535, simple_loss=0.3471, pruned_loss=0.07994, over 12441.00 frames. utt_duration=1916 frames, utt_pad_proportion=0.03883, over 26.00 utterances.], tot_loss[loss=0.267, simple_loss=0.3374, pruned_loss=0.09833, over 2475621.32 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07719, over 20617.40 utterances.], libri_tot_loss[loss=0.2448, simple_loss=0.3187, pruned_loss=0.08548, over 2468078.05 frames. utt_duration=1264 frames, utt_pad_proportion=0.05234, over 7820.80 utterances.], giga_tot_loss[loss=0.269, simple_loss=0.3395, pruned_loss=0.09929, over 2476293.56 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07859, over 22076.63 utterances.], batch size: 26, lr: 5.89e-04
2022-08-23 00:20:25,301 INFO [train.py:927] (6/8) Epoch 5, batch 15650, giga_loss[loss=0.2372, simple_loss=0.3211, pruned_loss=0.07664, over 12428.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2644, simple_loss=0.3362, pruned_loss=0.09627, over 2475478.57 frames. utt_duration=496.4 frames, utt_pad_proportion=0.07463, over 20005.84 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3185, pruned_loss=0.08562, over 2468279.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05187, over 7819.50 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3386, pruned_loss=0.09728, over 2476075.59 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07637, over 21578.72 utterances.], batch size: 123, lr: 5.89e-04
2022-08-23 00:22:07,934 INFO [train.py:927] (6/8) Epoch 5, batch 15700, giga_loss[loss=0.3578, simple_loss=0.398, pruned_loss=0.1588, over 12396.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07365, over 212.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3362, pruned_loss=0.09672, over 2475471.40 frames. utt_duration=480.3 frames, utt_pad_proportion=0.08024, over 20680.16 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3183, pruned_loss=0.08552, over 2468164.94 frames. utt_duration=1269 frames, utt_pad_proportion=0.05095, over 7787.42 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3387, pruned_loss=0.09784, over 2476191.37 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08166, over 22234.56 utterances.], batch size: 212, lr: 5.88e-04
2022-08-23 00:23:52,135 INFO [train.py:927] (6/8) Epoch 5, batch 15750, giga_loss[loss=0.3037, simple_loss=0.3491, pruned_loss=0.1291, over 12357.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.0607, over 182.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3343, pruned_loss=0.09656, over 2475467.18 frames. utt_duration=479.9 frames, utt_pad_proportion=0.08349, over 20698.33 utterances.], libri_tot_loss[loss=0.2443, simple_loss=0.3179, pruned_loss=0.08537, over 2468681.14 frames. utt_duration=1273 frames, utt_pad_proportion=0.04983, over 7763.19 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3372, pruned_loss=0.09793, over 2475814.85 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08505, over 22364.71 utterances.], batch size: 182, lr: 5.88e-04
2022-08-23 00:25:33,972 INFO [train.py:927] (6/8) Epoch 5, batch 15800, giga_loss[loss=0.2435, simple_loss=0.3233, pruned_loss=0.08183, over 12318.00 frames. utt_duration=667.4 frames, utt_pad_proportion=0.02846, over 74.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3327, pruned_loss=0.09638, over 2474385.95 frames. utt_duration=470.1 frames, utt_pad_proportion=0.08524, over 21120.66 utterances.], libri_tot_loss[loss=0.2444, simple_loss=0.3178, pruned_loss=0.08551, over 2468293.45 frames. utt_duration=1275 frames, utt_pad_proportion=0.04884, over 7754.41 utterances.], giga_tot_loss[loss=0.2658, simple_loss=0.3359, pruned_loss=0.09789, over 2475304.18 frames. utt_duration=430.6 frames, utt_pad_proportion=0.08717, over 23075.76 utterances.], batch size: 74, lr: 5.88e-04
2022-08-23 00:27:13,106 INFO [train.py:927] (6/8) Epoch 5, batch 15850, giga_loss[loss=0.259, simple_loss=0.3315, pruned_loss=0.09324, over 12318.00 frames. utt_duration=796.5 frames, utt_pad_proportion=0.03575, over 62.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3325, pruned_loss=0.09785, over 2474559.84 frames. utt_duration=468.7 frames, utt_pad_proportion=0.08568, over 21183.30 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3178, pruned_loss=0.08586, over 2468514.08 frames. utt_duration=1264 frames, utt_pad_proportion=0.05282, over 7821.00 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3352, pruned_loss=0.09894, over 2475208.69 frames. utt_duration=433.7 frames, utt_pad_proportion=0.08631, over 22905.51 utterances.], batch size: 62, lr: 5.88e-04
2022-08-23 00:28:53,617 INFO [train.py:927] (6/8) Epoch 5, batch 15900, giga_loss[loss=0.239, simple_loss=0.3204, pruned_loss=0.07882, over 12186.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.0346, over 39.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3299, pruned_loss=0.09481, over 2473527.87 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07848, over 20863.07 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3174, pruned_loss=0.08576, over 2468493.51 frames. utt_duration=1271 frames, utt_pad_proportion=0.05158, over 7778.12 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3329, pruned_loss=0.09612, over 2474229.82 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08017, over 22704.85 utterances.], batch size: 39, lr: 5.88e-04
2022-08-23 00:30:34,745 INFO [train.py:927] (6/8) Epoch 5, batch 15950, giga_loss[loss=0.226, simple_loss=0.291, pruned_loss=0.08049, over 12356.00 frames. utt_duration=137.9 frames, utt_pad_proportion=0.1887, over 362.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3276, pruned_loss=0.09232, over 2474046.88 frames. utt_duration=485.8 frames, utt_pad_proportion=0.0743, over 20431.27 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3176, pruned_loss=0.08605, over 2468760.94 frames. utt_duration=1266 frames, utt_pad_proportion=0.05142, over 7810.42 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3302, pruned_loss=0.09336, over 2474541.84 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07637, over 22358.82 utterances.], batch size: 362, lr: 5.88e-04
2022-08-23 00:32:23,542 INFO [train.py:927] (6/8) Epoch 5, batch 16000, giga_loss[loss=0.2041, simple_loss=0.2815, pruned_loss=0.06334, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03857, over 37.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.325, pruned_loss=0.09158, over 2474501.41 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07981, over 21701.64 utterances.], libri_tot_loss[loss=0.2447, simple_loss=0.3175, pruned_loss=0.08597, over 2468739.05 frames. utt_duration=1269 frames, utt_pad_proportion=0.05065, over 7790.30 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3273, pruned_loss=0.09258, over 2475016.41 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08129, over 23462.26 utterances.], batch size: 37, lr: 5.88e-04
2022-08-23 00:34:09,418 INFO [train.py:927] (6/8) Epoch 5, batch 16050, giga_loss[loss=0.2528, simple_loss=0.3305, pruned_loss=0.08759, over 12418.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0429, over 146.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3268, pruned_loss=0.09207, over 2474667.60 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07546, over 21374.24 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.318, pruned_loss=0.08621, over 2468844.36 frames. utt_duration=1268 frames, utt_pad_proportion=0.05056, over 7797.35 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3283, pruned_loss=0.09268, over 2475005.34 frames. utt_duration=435.6 frames, utt_pad_proportion=0.077, over 22803.79 utterances.], batch size: 146, lr: 5.88e-04
2022-08-23 00:35:49,739 INFO [train.py:927] (6/8) Epoch 5, batch 16100, giga_loss[loss=0.2589, simple_loss=0.3276, pruned_loss=0.09508, over 12421.00 frames. utt_duration=622.7 frames, utt_pad_proportion=0.03153, over 80.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3266, pruned_loss=0.09208, over 2475163.70 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07636, over 21166.72 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3183, pruned_loss=0.08629, over 2469209.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.05009, over 7798.64 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3278, pruned_loss=0.09268, over 2475294.59 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07793, over 22745.29 utterances.], batch size: 80, lr: 5.87e-04
2022-08-23 00:37:36,032 INFO [train.py:927] (6/8) Epoch 5, batch 16150, giga_loss[loss=0.2166, simple_loss=0.291, pruned_loss=0.07112, over 12271.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03387, over 28.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3279, pruned_loss=0.09275, over 2474154.89 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07063, over 20567.51 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3184, pruned_loss=0.08634, over 2469183.10 frames. utt_duration=1268 frames, utt_pad_proportion=0.04989, over 7795.65 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3288, pruned_loss=0.0932, over 2474306.43 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07233, over 21864.22 utterances.], batch size: 28, lr: 5.87e-04
2022-08-23 00:39:20,392 INFO [train.py:927] (6/8) Epoch 5, batch 16200, giga_loss[loss=0.2701, simple_loss=0.347, pruned_loss=0.09657, over 12369.00 frames. utt_duration=708.2 frames, utt_pad_proportion=0.02584, over 70.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3309, pruned_loss=0.09511, over 2474844.26 frames. utt_duration=469.3 frames, utt_pad_proportion=0.06936, over 21158.77 utterances.], libri_tot_loss[loss=0.2459, simple_loss=0.3186, pruned_loss=0.08655, over 2469465.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.0491, over 7786.96 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3316, pruned_loss=0.09546, over 2474850.67 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07116, over 22530.92 utterances.], batch size: 70, lr: 5.87e-04
2022-08-23 00:41:07,320 INFO [train.py:927] (6/8) Epoch 5, batch 16250, giga_loss[loss=0.2527, simple_loss=0.3337, pruned_loss=0.08589, over 12373.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02487, over 48.00 utterances.], tot_loss[loss=0.2639, simple_loss=0.3332, pruned_loss=0.09729, over 2474668.77 frames. utt_duration=460.5 frames, utt_pad_proportion=0.0744, over 21566.32 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3186, pruned_loss=0.0867, over 2469521.92 frames. utt_duration=1257 frames, utt_pad_proportion=0.05409, over 7868.37 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3341, pruned_loss=0.09766, over 2474735.64 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07438, over 22881.40 utterances.], batch size: 48, lr: 5.87e-04
2022-08-23 00:42:54,245 INFO [train.py:927] (6/8) Epoch 5, batch 16300, giga_loss[loss=0.2956, simple_loss=0.3597, pruned_loss=0.1158, over 12412.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07322, over 213.00 utterances.], tot_loss[loss=0.2641, simple_loss=0.3347, pruned_loss=0.09672, over 2475155.71 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07265, over 21520.56 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3195, pruned_loss=0.08734, over 2469723.52 frames. utt_duration=1242 frames, utt_pad_proportion=0.05791, over 7961.15 utterances.], giga_tot_loss[loss=0.2643, simple_loss=0.3351, pruned_loss=0.09675, over 2475183.66 frames. utt_duration=433.3 frames, utt_pad_proportion=0.0719, over 22927.28 utterances.], batch size: 213, lr: 5.87e-04
2022-08-23 00:44:41,207 INFO [train.py:927] (6/8) Epoch 5, batch 16350, giga_loss[loss=0.3473, simple_loss=0.3819, pruned_loss=0.1564, over 12386.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.335, pruned_loss=0.09764, over 2474644.13 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07427, over 21883.35 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3199, pruned_loss=0.0874, over 2469810.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.05762, over 7970.51 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.335, pruned_loss=0.09771, over 2474633.87 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07375, over 23105.70 utterances.], batch size: 258, lr: 5.87e-04
2022-08-23 00:46:27,333 INFO [train.py:927] (6/8) Epoch 5, batch 16400, giga_loss[loss=0.2498, simple_loss=0.3161, pruned_loss=0.09179, over 12380.00 frames. utt_duration=1102 frames, utt_pad_proportion=0.02226, over 45.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3322, pruned_loss=0.09656, over 2474259.08 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06916, over 20748.93 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3194, pruned_loss=0.08723, over 2469780.85 frames. utt_duration=1248 frames, utt_pad_proportion=0.0562, over 7924.36 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3332, pruned_loss=0.09707, over 2474423.16 frames. utt_duration=447.2 frames, utt_pad_proportion=0.06961, over 22203.87 utterances.], batch size: 45, lr: 5.87e-04
2022-08-23 00:48:09,958 INFO [train.py:927] (6/8) Epoch 5, batch 16450, giga_loss[loss=0.2154, simple_loss=0.3013, pruned_loss=0.06469, over 12366.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03128, over 58.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3314, pruned_loss=0.09646, over 2473954.28 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07221, over 20967.40 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3197, pruned_loss=0.0876, over 2469606.78 frames. utt_duration=1252 frames, utt_pad_proportion=0.05536, over 7899.89 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3322, pruned_loss=0.09679, over 2474340.64 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07271, over 22496.17 utterances.], batch size: 58, lr: 5.87e-04
2022-08-23 00:49:53,345 INFO [train.py:927] (6/8) Epoch 5, batch 16500, giga_loss[loss=0.2355, simple_loss=0.3217, pruned_loss=0.0746, over 12355.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03216, over 58.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.331, pruned_loss=0.0961, over 2473886.45 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07434, over 21088.08 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3198, pruned_loss=0.0875, over 2469529.32 frames. utt_duration=1254 frames, utt_pad_proportion=0.05497, over 7887.94 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3317, pruned_loss=0.09652, over 2474296.56 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07478, over 22420.65 utterances.], batch size: 58, lr: 5.87e-04
2022-08-23 00:51:37,240 INFO [train.py:927] (6/8) Epoch 5, batch 16550, giga_loss[loss=0.2477, simple_loss=0.329, pruned_loss=0.08316, over 12325.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03134, over 91.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3311, pruned_loss=0.09594, over 2473961.38 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07163, over 20531.87 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3193, pruned_loss=0.08717, over 2469440.15 frames. utt_duration=1261 frames, utt_pad_proportion=0.05313, over 7843.09 utterances.], giga_tot_loss[loss=0.2632, simple_loss=0.3325, pruned_loss=0.09691, over 2474550.37 frames. utt_duration=447.8 frames, utt_pad_proportion=0.07299, over 22177.80 utterances.], batch size: 91, lr: 5.86e-04
2022-08-23 00:53:20,397 INFO [train.py:927] (6/8) Epoch 5, batch 16600, giga_loss[loss=0.2408, simple_loss=0.3135, pruned_loss=0.08405, over 12368.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03151, over 97.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.331, pruned_loss=0.09696, over 2473271.07 frames. utt_duration=486.4 frames, utt_pad_proportion=0.0706, over 20402.41 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.319, pruned_loss=0.0871, over 2469419.67 frames. utt_duration=1262 frames, utt_pad_proportion=0.05204, over 7834.24 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3329, pruned_loss=0.09818, over 2473933.14 frames. utt_duration=447 frames, utt_pad_proportion=0.07237, over 22210.09 utterances.], batch size: 97, lr: 5.86e-04
2022-08-23 00:55:03,991 INFO [train.py:927] (6/8) Epoch 5, batch 16650, giga_loss[loss=0.2344, simple_loss=0.311, pruned_loss=0.07891, over 12367.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.032, over 62.00 utterances.], tot_loss[loss=0.2626, simple_loss=0.3312, pruned_loss=0.097, over 2473460.63 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07332, over 20349.23 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.319, pruned_loss=0.08712, over 2469282.39 frames. utt_duration=1265 frames, utt_pad_proportion=0.05129, over 7818.71 utterances.], giga_tot_loss[loss=0.2646, simple_loss=0.3329, pruned_loss=0.09813, over 2474195.97 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07494, over 22040.41 utterances.], batch size: 62, lr: 5.86e-04
2022-08-23 00:56:46,676 INFO [train.py:927] (6/8) Epoch 5, batch 16700, giga_loss[loss=0.2355, simple_loss=0.3102, pruned_loss=0.08041, over 12372.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.02822, over 70.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3317, pruned_loss=0.09764, over 2473802.35 frames. utt_duration=495.4 frames, utt_pad_proportion=0.0705, over 20035.01 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3187, pruned_loss=0.08712, over 2469158.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05508, over 7861.62 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3337, pruned_loss=0.09881, over 2474625.13 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07087, over 21676.48 utterances.], batch size: 70, lr: 5.86e-04
2022-08-23 00:58:31,298 INFO [train.py:927] (6/8) Epoch 5, batch 16750, giga_loss[loss=0.2481, simple_loss=0.3223, pruned_loss=0.08698, over 12484.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.0344, over 43.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3318, pruned_loss=0.09743, over 2474156.07 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07, over 20297.37 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3185, pruned_loss=0.08704, over 2469180.14 frames. utt_duration=1262 frames, utt_pad_proportion=0.05386, over 7835.09 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3339, pruned_loss=0.09871, over 2474904.97 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07081, over 21951.34 utterances.], batch size: 43, lr: 5.86e-04
2022-08-23 01:00:16,108 INFO [train.py:927] (6/8) Epoch 5, batch 16800, libri_loss[loss=0.243, simple_loss=0.3205, pruned_loss=0.08281, over 12239.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006004, over 34.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3338, pruned_loss=0.09784, over 2474085.13 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07343, over 20823.09 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3184, pruned_loss=0.08703, over 2468743.60 frames. utt_duration=1255 frames, utt_pad_proportion=0.05725, over 7879.86 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.336, pruned_loss=0.09918, over 2475242.49 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07303, over 22466.74 utterances.], batch size: 34, lr: 5.86e-04
2022-08-23 01:02:00,205 INFO [train.py:927] (6/8) Epoch 5, batch 16850, giga_loss[loss=0.2806, simple_loss=0.3307, pruned_loss=0.1152, over 12331.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1986, over 366.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3326, pruned_loss=0.09726, over 2473637.90 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07942, over 21176.01 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3182, pruned_loss=0.08692, over 2468663.51 frames. utt_duration=1245 frames, utt_pad_proportion=0.06073, over 7940.40 utterances.], giga_tot_loss[loss=0.2662, simple_loss=0.335, pruned_loss=0.09873, over 2474787.75 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07781, over 22790.37 utterances.], batch size: 366, lr: 5.86e-04
2022-08-23 01:03:42,813 INFO [train.py:927] (6/8) Epoch 5, batch 16900, giga_loss[loss=0.3118, simple_loss=0.3545, pruned_loss=0.1345, over 12354.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.1993, over 369.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3326, pruned_loss=0.09719, over 2473469.23 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07758, over 21230.67 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3178, pruned_loss=0.08685, over 2468660.02 frames. utt_duration=1249 frames, utt_pad_proportion=0.05937, over 7913.45 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3353, pruned_loss=0.09872, over 2474516.15 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07693, over 22906.32 utterances.], batch size: 369, lr: 5.86e-04
2022-08-23 01:05:30,697 INFO [train.py:927] (6/8) Epoch 5, batch 16950, giga_loss[loss=0.272, simple_loss=0.3464, pruned_loss=0.09881, over 12473.00 frames. utt_duration=666.7 frames, utt_pad_proportion=0.02962, over 75.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3333, pruned_loss=0.09756, over 2474500.99 frames. utt_duration=473 frames, utt_pad_proportion=0.07476, over 20992.84 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3179, pruned_loss=0.08686, over 2468461.72 frames. utt_duration=1250 frames, utt_pad_proportion=0.05913, over 7909.88 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3353, pruned_loss=0.09879, over 2475499.53 frames. utt_duration=444.3 frames, utt_pad_proportion=0.0745, over 22360.55 utterances.], batch size: 75, lr: 5.85e-04
2022-08-23 01:07:14,107 INFO [train.py:927] (6/8) Epoch 5, batch 17000, giga_loss[loss=0.2442, simple_loss=0.3211, pruned_loss=0.08361, over 12435.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03727, over 37.00 utterances.], tot_loss[loss=0.2647, simple_loss=0.3338, pruned_loss=0.09778, over 2474456.14 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07352, over 20750.68 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3177, pruned_loss=0.08657, over 2468547.47 frames. utt_duration=1255 frames, utt_pad_proportion=0.05757, over 7878.58 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3361, pruned_loss=0.09937, over 2475378.11 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07405, over 22286.74 utterances.], batch size: 37, lr: 5.85e-04
2022-08-23 01:08:56,184 INFO [train.py:927] (6/8) Epoch 5, batch 17050, libri_loss[loss=0.2519, simple_loss=0.3204, pruned_loss=0.09168, over 12237.00 frames. utt_duration=961.3 frames, utt_pad_proportion=0.0703, over 51.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3328, pruned_loss=0.09714, over 2474435.85 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07449, over 20702.19 utterances.], libri_tot_loss[loss=0.2452, simple_loss=0.3175, pruned_loss=0.08644, over 2468550.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.06168, over 7941.21 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3352, pruned_loss=0.09878, over 2475310.81 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07375, over 22157.61 utterances.], batch size: 51, lr: 5.85e-04
2022-08-23 01:10:37,283 INFO [train.py:927] (6/8) Epoch 5, batch 17100, giga_loss[loss=0.2887, simple_loss=0.3632, pruned_loss=0.1071, over 12411.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.05015, over 161.00 utterances.], tot_loss[loss=0.264, simple_loss=0.3333, pruned_loss=0.09738, over 2475162.10 frames. utt_duration=477.3 frames, utt_pad_proportion=0.07396, over 20809.01 utterances.], libri_tot_loss[loss=0.245, simple_loss=0.3171, pruned_loss=0.08643, over 2468478.57 frames. utt_duration=1252 frames, utt_pad_proportion=0.06092, over 7899.10 utterances.], giga_tot_loss[loss=0.2669, simple_loss=0.336, pruned_loss=0.09895, over 2476086.95 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07373, over 22308.69 utterances.], batch size: 161, lr: 5.85e-04
2022-08-23 01:12:23,330 INFO [train.py:927] (6/8) Epoch 5, batch 17150, libri_loss[loss=0.2518, simple_loss=0.3209, pruned_loss=0.0914, over 12370.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.06063, over 51.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3314, pruned_loss=0.09557, over 2474964.11 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07262, over 19964.53 utterances.], libri_tot_loss[loss=0.2455, simple_loss=0.3175, pruned_loss=0.08676, over 2468670.91 frames. utt_duration=1239 frames, utt_pad_proportion=0.06455, over 7981.30 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.3336, pruned_loss=0.09686, over 2475752.88 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07142, over 21494.12 utterances.], batch size: 51, lr: 5.85e-04
2022-08-23 01:14:04,377 INFO [train.py:927] (6/8) Epoch 5, batch 17200, giga_loss[loss=0.2505, simple_loss=0.3252, pruned_loss=0.08795, over 12409.00 frames. utt_duration=513.3 frames, utt_pad_proportion=0.02792, over 97.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.331, pruned_loss=0.0961, over 2474589.20 frames. utt_duration=479 frames, utt_pad_proportion=0.07996, over 20728.36 utterances.], libri_tot_loss[loss=0.2449, simple_loss=0.3169, pruned_loss=0.0864, over 2469107.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.06706, over 8012.65 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3338, pruned_loss=0.09781, over 2475070.03 frames. utt_duration=444 frames, utt_pad_proportion=0.07789, over 22371.33 utterances.], batch size: 97, lr: 5.85e-04
2022-08-23 01:15:48,022 INFO [train.py:927] (6/8) Epoch 5, batch 17250, giga_loss[loss=0.2459, simple_loss=0.3177, pruned_loss=0.08704, over 12448.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04081, over 146.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3258, pruned_loss=0.09328, over 2475309.33 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07382, over 19816.49 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3167, pruned_loss=0.0862, over 2469454.83 frames. utt_duration=1234 frames, utt_pad_proportion=0.06622, over 8017.46 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3286, pruned_loss=0.09503, over 2475540.77 frames. utt_duration=463 frames, utt_pad_proportion=0.07289, over 21454.85 utterances.], batch size: 146, lr: 5.85e-04
2022-08-23 01:17:33,146 INFO [train.py:927] (6/8) Epoch 5, batch 17300, giga_loss[loss=0.2576, simple_loss=0.3304, pruned_loss=0.09242, over 12330.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03151, over 70.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3246, pruned_loss=0.09283, over 2475209.73 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07332, over 20278.68 utterances.], libri_tot_loss[loss=0.2445, simple_loss=0.3167, pruned_loss=0.08614, over 2469435.59 frames. utt_duration=1236 frames, utt_pad_proportion=0.06573, over 8003.33 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3269, pruned_loss=0.09433, over 2475458.48 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07281, over 21692.96 utterances.], batch size: 70, lr: 5.85e-04
2022-08-23 01:19:17,620 INFO [train.py:927] (6/8) Epoch 5, batch 17350, giga_loss[loss=0.2528, simple_loss=0.3341, pruned_loss=0.08573, over 12336.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.03093, over 66.00 utterances.], tot_loss[loss=0.254, simple_loss=0.3254, pruned_loss=0.09129, over 2475302.75 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08102, over 22239.23 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3176, pruned_loss=0.08654, over 2469448.15 frames. utt_duration=1226 frames, utt_pad_proportion=0.06922, over 8065.01 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3265, pruned_loss=0.09217, over 2475563.79 frames. utt_duration=423 frames, utt_pad_proportion=0.07924, over 23491.42 utterances.], batch size: 66, lr: 5.84e-04
2022-08-23 01:21:02,217 INFO [train.py:927] (6/8) Epoch 5, batch 17400, giga_loss[loss=0.2333, simple_loss=0.3008, pruned_loss=0.08288, over 12359.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1881, over 362.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3234, pruned_loss=0.08813, over 2475870.72 frames. utt_duration=437.6 frames, utt_pad_proportion=0.08152, over 22705.93 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3178, pruned_loss=0.0867, over 2469418.00 frames. utt_duration=1221 frames, utt_pad_proportion=0.07166, over 8097.85 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3244, pruned_loss=0.08882, over 2476329.38 frames. utt_duration=411 frames, utt_pad_proportion=0.07949, over 24186.43 utterances.], batch size: 362, lr: 5.84e-04
2022-08-23 01:22:46,083 INFO [train.py:927] (6/8) Epoch 5, batch 17450, giga_loss[loss=0.1999, simple_loss=0.2883, pruned_loss=0.05572, over 12411.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3207, pruned_loss=0.08432, over 2476560.91 frames. utt_duration=431 frames, utt_pad_proportion=0.07707, over 23060.47 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3179, pruned_loss=0.08678, over 2469519.91 frames. utt_duration=1222 frames, utt_pad_proportion=0.07136, over 8096.36 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3214, pruned_loss=0.08477, over 2476853.62 frames. utt_duration=409.3 frames, utt_pad_proportion=0.07581, over 24294.02 utterances.], batch size: 182, lr: 5.84e-04
2022-08-23 01:24:31,702 INFO [train.py:927] (6/8) Epoch 5, batch 17500, giga_loss[loss=0.2343, simple_loss=0.3177, pruned_loss=0.07547, over 12364.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04037, over 145.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3196, pruned_loss=0.08282, over 2476640.61 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07891, over 23884.09 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3174, pruned_loss=0.08657, over 2469733.51 frames. utt_duration=1226 frames, utt_pad_proportion=0.07036, over 8069.57 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3206, pruned_loss=0.08332, over 2476802.63 frames. utt_duration=395 frames, utt_pad_proportion=0.07819, over 25171.75 utterances.], batch size: 145, lr: 5.84e-04
2022-08-23 01:26:12,943 INFO [train.py:927] (6/8) Epoch 5, batch 17550, giga_loss[loss=0.214, simple_loss=0.3034, pruned_loss=0.06231, over 12389.00 frames. utt_duration=709.4 frames, utt_pad_proportion=0.02685, over 70.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3173, pruned_loss=0.08061, over 2476710.81 frames. utt_duration=423.5 frames, utt_pad_proportion=0.07837, over 23473.79 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3181, pruned_loss=0.08693, over 2469994.54 frames. utt_duration=1214 frames, utt_pad_proportion=0.07327, over 8148.40 utterances.], giga_tot_loss[loss=0.2393, simple_loss=0.3175, pruned_loss=0.08056, over 2476791.60 frames. utt_duration=399.7 frames, utt_pad_proportion=0.07717, over 24878.33 utterances.], batch size: 70, lr: 5.84e-04
2022-08-23 01:27:58,386 INFO [train.py:927] (6/8) Epoch 5, batch 17600, giga_loss[loss=0.2202, simple_loss=0.3039, pruned_loss=0.06827, over 12351.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02958, over 91.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3155, pruned_loss=0.07882, over 2476711.51 frames. utt_duration=423.2 frames, utt_pad_proportion=0.07601, over 23491.14 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.318, pruned_loss=0.08682, over 2470206.34 frames. utt_duration=1218 frames, utt_pad_proportion=0.07217, over 8123.66 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3157, pruned_loss=0.07872, over 2476701.24 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07552, over 24906.23 utterances.], batch size: 91, lr: 5.84e-04
2022-08-23 01:29:40,726 INFO [train.py:927] (6/8) Epoch 5, batch 17650, giga_loss[loss=0.2292, simple_loss=0.3125, pruned_loss=0.07293, over 12212.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03277, over 42.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3125, pruned_loss=0.07631, over 2475779.18 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07504, over 23030.40 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3176, pruned_loss=0.08689, over 2470109.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.07061, over 8083.43 utterances.], giga_tot_loss[loss=0.2323, simple_loss=0.3128, pruned_loss=0.07591, over 2476005.85 frames. utt_duration=404 frames, utt_pad_proportion=0.07519, over 24600.32 utterances.], batch size: 42, lr: 5.84e-04
2022-08-23 01:31:24,836 INFO [train.py:927] (6/8) Epoch 5, batch 17700, giga_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.07457, over 12412.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03719, over 105.00 utterances.], tot_loss[loss=0.229, simple_loss=0.3093, pruned_loss=0.07438, over 2476205.46 frames. utt_duration=422.9 frames, utt_pad_proportion=0.0744, over 23504.04 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.318, pruned_loss=0.08713, over 2470253.03 frames. utt_duration=1225 frames, utt_pad_proportion=0.0701, over 8074.67 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3091, pruned_loss=0.07351, over 2476425.77 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07477, over 25209.96 utterances.], batch size: 105, lr: 5.84e-04
2022-08-23 01:33:10,483 INFO [train.py:927] (6/8) Epoch 5, batch 17750, giga_loss[loss=0.2222, simple_loss=0.3096, pruned_loss=0.06738, over 12372.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04251, over 133.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3076, pruned_loss=0.07368, over 2476395.49 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07245, over 23186.96 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.318, pruned_loss=0.08706, over 2470610.64 frames. utt_duration=1227 frames, utt_pad_proportion=0.06871, over 8061.90 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3072, pruned_loss=0.07275, over 2476379.11 frames. utt_duration=399.2 frames, utt_pad_proportion=0.07329, over 24903.66 utterances.], batch size: 133, lr: 5.84e-04
2022-08-23 01:35:07,178 INFO [train.py:927] (6/8) Epoch 5, batch 17800, giga_loss[loss=0.2265, simple_loss=0.3128, pruned_loss=0.07006, over 12233.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03294, over 45.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3086, pruned_loss=0.07355, over 2476677.16 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07562, over 23825.97 utterances.], libri_tot_loss[loss=0.2462, simple_loss=0.3182, pruned_loss=0.08713, over 2470813.65 frames. utt_duration=1230 frames, utt_pad_proportion=0.06763, over 8043.83 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.308, pruned_loss=0.07249, over 2476592.09 frames. utt_duration=390.2 frames, utt_pad_proportion=0.0764, over 25479.38 utterances.], batch size: 45, lr: 5.83e-04
2022-08-23 01:37:06,450 INFO [train.py:927] (6/8) Epoch 5, batch 17850, giga_loss[loss=0.2374, simple_loss=0.3196, pruned_loss=0.07762, over 12376.00 frames. utt_duration=477.2 frames, utt_pad_proportion=0.03208, over 104.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3086, pruned_loss=0.07317, over 2476801.11 frames. utt_duration=417.7 frames, utt_pad_proportion=0.07313, over 23799.60 utterances.], libri_tot_loss[loss=0.2456, simple_loss=0.3175, pruned_loss=0.08682, over 2470662.42 frames. utt_duration=1236 frames, utt_pad_proportion=0.06645, over 8002.24 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3085, pruned_loss=0.07229, over 2477015.27 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07426, over 25519.97 utterances.], batch size: 104, lr: 5.83e-04
2022-08-23 01:39:04,223 INFO [train.py:927] (6/8) Epoch 5, batch 17900, giga_loss[loss=0.2181, simple_loss=0.3149, pruned_loss=0.06065, over 12438.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03757, over 133.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.308, pruned_loss=0.07261, over 2477229.75 frames. utt_duration=397.4 frames, utt_pad_proportion=0.07714, over 25019.46 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3182, pruned_loss=0.08736, over 2470914.38 frames. utt_duration=1223 frames, utt_pad_proportion=0.07036, over 8093.23 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3071, pruned_loss=0.07109, over 2477338.98 frames. utt_duration=372 frames, utt_pad_proportion=0.07677, over 26736.10 utterances.], batch size: 133, lr: 5.83e-04
2022-08-23 01:41:15,659 INFO [train.py:927] (6/8) Epoch 5, batch 17950, giga_loss[loss=0.1858, simple_loss=0.271, pruned_loss=0.05033, over 12395.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03479, over 122.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3058, pruned_loss=0.07113, over 2477311.97 frames. utt_duration=408.1 frames, utt_pad_proportion=0.07425, over 24362.97 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3183, pruned_loss=0.08742, over 2470940.26 frames. utt_duration=1212 frames, utt_pad_proportion=0.07302, over 8161.77 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3045, pruned_loss=0.06925, over 2477607.31 frames. utt_duration=378.3 frames, utt_pad_proportion=0.07334, over 26289.39 utterances.], batch size: 122, lr: 5.83e-04
2022-08-23 01:43:09,114 INFO [train.py:927] (6/8) Epoch 5, batch 18000, giga_loss[loss=0.281, simple_loss=0.3525, pruned_loss=0.1047, over 12432.00 frames. utt_duration=236.9 frames, utt_pad_proportion=0.05988, over 211.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3041, pruned_loss=0.07022, over 2477282.27 frames. utt_duration=409.6 frames, utt_pad_proportion=0.07158, over 24267.17 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3185, pruned_loss=0.08734, over 2470983.07 frames. utt_duration=1216 frames, utt_pad_proportion=0.07205, over 8137.83 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3027, pruned_loss=0.06849, over 2477580.25 frames. utt_duration=380.7 frames, utt_pad_proportion=0.07131, over 26123.89 utterances.], batch size: 211, lr: 5.83e-04
2022-08-23 01:43:09,115 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 01:43:24,755 INFO [train.py:967] (6/8) Epoch 5, validation: loss=0.218, simple_loss=0.3565, pruned_loss=0.03975, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 01:45:24,392 INFO [train.py:927] (6/8) Epoch 5, batch 18050, giga_loss[loss=0.2322, simple_loss=0.3187, pruned_loss=0.07283, over 12376.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03085, over 62.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3077, pruned_loss=0.07004, over 2477261.72 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06622, over 23591.64 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3209, pruned_loss=0.08754, over 2470706.25 frames. utt_duration=1217 frames, utt_pad_proportion=0.0715, over 8133.70 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3042, pruned_loss=0.06825, over 2477827.59 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06648, over 25276.54 utterances.], batch size: 62, lr: 5.83e-04
2022-08-23 01:47:35,797 INFO [train.py:927] (6/8) Epoch 5, batch 18100, libri_loss[loss=0.2404, simple_loss=0.3145, pruned_loss=0.08318, over 12368.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03569, over 46.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3059, pruned_loss=0.06973, over 2477825.94 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06835, over 24755.92 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3206, pruned_loss=0.08746, over 2470644.81 frames. utt_duration=1219 frames, utt_pad_proportion=0.07083, over 8117.84 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3032, pruned_loss=0.06815, over 2478421.34 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06859, over 26320.10 utterances.], batch size: 46, lr: 5.83e-04
2022-08-23 01:49:38,272 INFO [train.py:927] (6/8) Epoch 5, batch 18150, giga_loss[loss=0.2035, simple_loss=0.3063, pruned_loss=0.05031, over 12381.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.02776, over 51.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3079, pruned_loss=0.06991, over 2477904.64 frames. utt_duration=401.5 frames, utt_pad_proportion=0.06769, over 24760.98 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3202, pruned_loss=0.0874, over 2470497.09 frames. utt_duration=1223 frames, utt_pad_proportion=0.06983, over 8087.66 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3059, pruned_loss=0.06841, over 2478615.96 frames. utt_duration=378 frames, utt_pad_proportion=0.06816, over 26312.62 utterances.], batch size: 51, lr: 5.83e-04
2022-08-23 01:51:37,591 INFO [train.py:927] (6/8) Epoch 5, batch 18200, giga_loss[loss=0.204, simple_loss=0.3034, pruned_loss=0.05226, over 12418.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03869, over 133.00 utterances.], tot_loss[loss=0.2245, simple_loss=0.3096, pruned_loss=0.06966, over 2477960.38 frames. utt_duration=394.8 frames, utt_pad_proportion=0.06787, over 25185.13 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3204, pruned_loss=0.08783, over 2470561.91 frames. utt_duration=1212 frames, utt_pad_proportion=0.07299, over 8165.46 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3075, pruned_loss=0.06761, over 2478646.53 frames. utt_duration=371.1 frames, utt_pad_proportion=0.06731, over 26805.14 utterances.], batch size: 133, lr: 5.82e-04
2022-08-23 01:53:44,053 INFO [train.py:927] (6/8) Epoch 5, batch 18250, giga_loss[loss=0.1843, simple_loss=0.2733, pruned_loss=0.04759, over 12384.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.02819, over 58.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3079, pruned_loss=0.06878, over 2477971.55 frames. utt_duration=384.5 frames, utt_pad_proportion=0.07202, over 25858.73 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3202, pruned_loss=0.08784, over 2470227.96 frames. utt_duration=1216 frames, utt_pad_proportion=0.07146, over 8134.90 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3061, pruned_loss=0.06666, over 2478999.04 frames. utt_duration=360.1 frames, utt_pad_proportion=0.07175, over 27627.40 utterances.], batch size: 58, lr: 5.82e-04
2022-08-23 01:56:02,894 INFO [train.py:927] (6/8) Epoch 5, batch 18300, giga_loss[loss=0.241, simple_loss=0.3274, pruned_loss=0.07727, over 12406.00 frames. utt_duration=473.6 frames, utt_pad_proportion=0.0373, over 105.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3073, pruned_loss=0.06892, over 2478179.23 frames. utt_duration=400.1 frames, utt_pad_proportion=0.06831, over 24851.52 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3202, pruned_loss=0.08785, over 2470403.15 frames. utt_duration=1219 frames, utt_pad_proportion=0.07036, over 8114.75 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3057, pruned_loss=0.06681, over 2479032.15 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06859, over 26659.09 utterances.], batch size: 105, lr: 5.82e-04
2022-08-23 01:58:07,271 INFO [train.py:927] (6/8) Epoch 5, batch 18350, giga_loss[loss=0.2334, simple_loss=0.3226, pruned_loss=0.07209, over 12354.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03143, over 113.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3053, pruned_loss=0.0685, over 2478263.07 frames. utt_duration=400.2 frames, utt_pad_proportion=0.06682, over 24844.80 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3201, pruned_loss=0.08779, over 2470487.80 frames. utt_duration=1217 frames, utt_pad_proportion=0.06989, over 8127.57 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3037, pruned_loss=0.06646, over 2479039.60 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06727, over 26654.27 utterances.], batch size: 113, lr: 5.82e-04
2022-08-23 02:00:17,229 INFO [train.py:927] (6/8) Epoch 5, batch 18400, giga_loss[loss=0.2233, simple_loss=0.3157, pruned_loss=0.06547, over 12459.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04035, over 114.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3041, pruned_loss=0.06806, over 2478384.94 frames. utt_duration=407.1 frames, utt_pad_proportion=0.0635, over 24424.04 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3202, pruned_loss=0.08778, over 2470473.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.06957, over 8119.27 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3027, pruned_loss=0.06629, over 2479081.11 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06413, over 26004.60 utterances.], batch size: 114, lr: 5.82e-04
2022-08-23 02:02:17,739 INFO [train.py:927] (6/8) Epoch 5, batch 18450, giga_loss[loss=0.198, simple_loss=0.2845, pruned_loss=0.05571, over 12443.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.03235, over 75.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3057, pruned_loss=0.06923, over 2478825.51 frames. utt_duration=396 frames, utt_pad_proportion=0.06568, over 25113.45 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3205, pruned_loss=0.088, over 2470434.00 frames. utt_duration=1217 frames, utt_pad_proportion=0.06927, over 8127.02 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3041, pruned_loss=0.06747, over 2479471.78 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06614, over 26499.91 utterances.], batch size: 75, lr: 5.82e-04
2022-08-23 02:04:23,501 INFO [train.py:927] (6/8) Epoch 5, batch 18500, giga_loss[loss=0.2049, simple_loss=0.2953, pruned_loss=0.05722, over 12411.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03125, over 122.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3053, pruned_loss=0.06989, over 2478288.65 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06698, over 24898.34 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3211, pruned_loss=0.08853, over 2470398.08 frames. utt_duration=1208 frames, utt_pad_proportion=0.07309, over 8192.81 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3034, pruned_loss=0.06785, over 2478902.05 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06616, over 26079.96 utterances.], batch size: 122, lr: 5.82e-04
2022-08-23 02:06:35,161 INFO [train.py:927] (6/8) Epoch 5, batch 18550, giga_loss[loss=0.2563, simple_loss=0.3325, pruned_loss=0.09003, over 12386.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02748, over 91.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3065, pruned_loss=0.06966, over 2478683.86 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06887, over 24804.93 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3212, pruned_loss=0.08853, over 2470744.07 frames. utt_duration=1210 frames, utt_pad_proportion=0.07149, over 8179.31 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3044, pruned_loss=0.06754, over 2479080.95 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06849, over 26196.01 utterances.], batch size: 91, lr: 5.82e-04
2022-08-23 02:08:49,264 INFO [train.py:927] (6/8) Epoch 5, batch 18600, giga_loss[loss=0.2449, simple_loss=0.2966, pruned_loss=0.09658, over 12397.00 frames. utt_duration=196.4 frames, utt_pad_proportion=0.09088, over 254.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3044, pruned_loss=0.069, over 2478157.76 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06811, over 24594.37 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.321, pruned_loss=0.08847, over 2470375.98 frames. utt_duration=1213 frames, utt_pad_proportion=0.07051, over 8155.80 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3028, pruned_loss=0.06704, over 2478960.97 frames. utt_duration=382.3 frames, utt_pad_proportion=0.0681, over 26018.65 utterances.], batch size: 254, lr: 5.82e-04
2022-08-23 02:10:51,475 INFO [train.py:927] (6/8) Epoch 5, batch 18650, giga_loss[loss=0.2529, simple_loss=0.313, pruned_loss=0.09645, over 12376.00 frames. utt_duration=194.6 frames, utt_pad_proportion=0.09892, over 256.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2995, pruned_loss=0.06717, over 2477688.28 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06621, over 24228.63 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3209, pruned_loss=0.08844, over 2470586.09 frames. utt_duration=1214 frames, utt_pad_proportion=0.06958, over 8152.76 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.298, pruned_loss=0.06529, over 2478275.60 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06653, over 25642.61 utterances.], batch size: 256, lr: 5.81e-04
2022-08-23 02:12:49,954 INFO [train.py:927] (6/8) Epoch 5, batch 18700, giga_loss[loss=0.2101, simple_loss=0.293, pruned_loss=0.06358, over 12370.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04679, over 146.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2995, pruned_loss=0.06701, over 2477369.04 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06702, over 24485.09 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3209, pruned_loss=0.08844, over 2470586.09 frames. utt_duration=1214 frames, utt_pad_proportion=0.06958, over 8152.76 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2983, pruned_loss=0.06555, over 2477826.16 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06724, over 25585.62 utterances.], batch size: 146, lr: 5.81e-04
2022-08-23 02:14:55,163 INFO [train.py:927] (6/8) Epoch 5, batch 18750, giga_loss[loss=0.22, simple_loss=0.2992, pruned_loss=0.07041, over 12424.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.0355, over 105.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2981, pruned_loss=0.06576, over 2477207.53 frames. utt_duration=399.4 frames, utt_pad_proportion=0.06859, over 24883.72 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3216, pruned_loss=0.08872, over 2470491.77 frames. utt_duration=1202 frames, utt_pad_proportion=0.07397, over 8228.81 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2963, pruned_loss=0.06417, over 2477720.60 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06747, over 25829.93 utterances.], batch size: 105, lr: 5.81e-04
2022-08-23 02:17:12,892 INFO [train.py:927] (6/8) Epoch 5, batch 18800, giga_loss[loss=0.23, simple_loss=0.3177, pruned_loss=0.07115, over 12359.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.02871, over 85.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2969, pruned_loss=0.06533, over 2477138.39 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06939, over 25527.37 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3216, pruned_loss=0.08873, over 2470488.31 frames. utt_duration=1204 frames, utt_pad_proportion=0.07369, over 8220.67 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2954, pruned_loss=0.06399, over 2477569.13 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06858, over 26339.24 utterances.], batch size: 85, lr: 5.81e-04
2022-08-23 02:19:11,042 INFO [train.py:927] (6/8) Epoch 5, batch 18850, giga_loss[loss=0.1775, simple_loss=0.2629, pruned_loss=0.04612, over 12380.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03058, over 62.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2965, pruned_loss=0.06571, over 2477521.96 frames. utt_duration=404 frames, utt_pad_proportion=0.06569, over 24600.79 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3212, pruned_loss=0.0887, over 2470576.34 frames. utt_duration=1210 frames, utt_pad_proportion=0.07241, over 8176.56 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2951, pruned_loss=0.06413, over 2477956.20 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06546, over 25673.55 utterances.], batch size: 62, lr: 5.81e-04
2022-08-23 02:21:15,556 INFO [train.py:927] (6/8) Epoch 5, batch 18900, giga_loss[loss=0.1811, simple_loss=0.2764, pruned_loss=0.04286, over 12396.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04931, over 161.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2965, pruned_loss=0.06525, over 2477991.12 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06647, over 24516.13 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3216, pruned_loss=0.08901, over 2470799.37 frames. utt_duration=1199 frames, utt_pad_proportion=0.07537, over 8251.83 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2946, pruned_loss=0.06336, over 2478267.61 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06545, over 25581.59 utterances.], batch size: 161, lr: 5.81e-04
2022-08-23 02:23:11,431 INFO [train.py:927] (6/8) Epoch 5, batch 18950, giga_loss[loss=0.2132, simple_loss=0.3012, pruned_loss=0.06261, over 12426.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.02713, over 80.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2985, pruned_loss=0.06558, over 2477567.50 frames. utt_duration=406.3 frames, utt_pad_proportion=0.06791, over 24464.77 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3209, pruned_loss=0.08868, over 2470494.82 frames. utt_duration=1199 frames, utt_pad_proportion=0.07475, over 8255.26 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2968, pruned_loss=0.06351, over 2478330.82 frames. utt_duration=383.6 frames, utt_pad_proportion=0.06719, over 25921.48 utterances.], batch size: 80, lr: 5.81e-04
2022-08-23 02:25:06,384 INFO [train.py:927] (6/8) Epoch 5, batch 19000, giga_loss[loss=0.1889, simple_loss=0.2775, pruned_loss=0.05019, over 12297.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02551, over 45.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2991, pruned_loss=0.06582, over 2476728.80 frames. utt_duration=418.2 frames, utt_pad_proportion=0.0664, over 23757.89 utterances.], libri_tot_loss[loss=0.2489, simple_loss=0.3207, pruned_loss=0.08855, over 2469973.33 frames. utt_duration=1204 frames, utt_pad_proportion=0.0728, over 8215.89 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2972, pruned_loss=0.06355, over 2478042.67 frames. utt_duration=390.3 frames, utt_pad_proportion=0.0664, over 25472.08 utterances.], batch size: 45, lr: 5.81e-04
2022-08-23 02:27:09,165 INFO [train.py:927] (6/8) Epoch 5, batch 19050, libri_loss[loss=0.2449, simple_loss=0.3268, pruned_loss=0.08147, over 12366.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02636, over 43.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.298, pruned_loss=0.06492, over 2477175.58 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06801, over 24284.99 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.321, pruned_loss=0.08851, over 2469846.53 frames. utt_duration=1199 frames, utt_pad_proportion=0.07286, over 8251.27 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2957, pruned_loss=0.06261, over 2478490.38 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06786, over 25987.09 utterances.], batch size: 43, lr: 5.80e-04
2022-08-23 02:29:07,297 INFO [train.py:927] (6/8) Epoch 5, batch 19100, giga_loss[loss=0.1851, simple_loss=0.2793, pruned_loss=0.04543, over 12364.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02651, over 66.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.296, pruned_loss=0.06461, over 2477206.04 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06904, over 24021.82 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3208, pruned_loss=0.08843, over 2469903.54 frames. utt_duration=1203 frames, utt_pad_proportion=0.0715, over 8224.37 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2935, pruned_loss=0.06197, over 2478499.88 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06924, over 26000.16 utterances.], batch size: 66, lr: 5.80e-04
2022-08-23 02:31:15,664 INFO [train.py:927] (6/8) Epoch 5, batch 19150, giga_loss[loss=0.207, simple_loss=0.2898, pruned_loss=0.06206, over 12394.00 frames. utt_duration=584.6 frames, utt_pad_proportion=0.02737, over 85.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2984, pruned_loss=0.06579, over 2476573.89 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06779, over 24095.54 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.32, pruned_loss=0.08806, over 2469006.32 frames. utt_duration=1209 frames, utt_pad_proportion=0.07003, over 8179.14 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2963, pruned_loss=0.06328, over 2478637.38 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06841, over 26211.42 utterances.], batch size: 85, lr: 5.80e-04
2022-08-23 02:33:10,077 INFO [train.py:927] (6/8) Epoch 5, batch 19200, giga_loss[loss=0.2635, simple_loss=0.3428, pruned_loss=0.09209, over 12407.00 frames. utt_duration=236.5 frames, utt_pad_proportion=0.069, over 211.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3014, pruned_loss=0.06734, over 2476655.24 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06606, over 24225.65 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3201, pruned_loss=0.08817, over 2468820.84 frames. utt_duration=1202 frames, utt_pad_proportion=0.07258, over 8225.10 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2992, pruned_loss=0.06469, over 2478667.48 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06601, over 26305.13 utterances.], batch size: 211, lr: 5.80e-04
2022-08-23 02:35:13,614 INFO [train.py:927] (6/8) Epoch 5, batch 19250, giga_loss[loss=0.1941, simple_loss=0.2913, pruned_loss=0.04846, over 12452.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.02743, over 75.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3039, pruned_loss=0.06787, over 2477450.57 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06283, over 23841.47 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3199, pruned_loss=0.08818, over 2469044.19 frames. utt_duration=1201 frames, utt_pad_proportion=0.07191, over 8231.32 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3018, pruned_loss=0.06521, over 2479055.09 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06315, over 25924.99 utterances.], batch size: 75, lr: 5.80e-04
2022-08-23 02:37:26,526 INFO [train.py:927] (6/8) Epoch 5, batch 19300, giga_loss[loss=0.1983, simple_loss=0.2795, pruned_loss=0.05854, over 12452.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.02582, over 122.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3031, pruned_loss=0.06801, over 2477312.42 frames. utt_duration=418 frames, utt_pad_proportion=0.06209, over 23773.91 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3197, pruned_loss=0.08795, over 2468909.01 frames. utt_duration=1206 frames, utt_pad_proportion=0.07027, over 8200.98 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3011, pruned_loss=0.06545, over 2478994.09 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06276, over 25955.30 utterances.], batch size: 122, lr: 5.80e-04
2022-08-23 02:39:23,825 INFO [train.py:927] (6/8) Epoch 5, batch 19350, giga_loss[loss=0.1964, simple_loss=0.2814, pruned_loss=0.05571, over 12248.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02791, over 42.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3017, pruned_loss=0.06768, over 2477141.41 frames. utt_duration=407.9 frames, utt_pad_proportion=0.06307, over 24361.71 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3194, pruned_loss=0.08794, over 2468440.24 frames. utt_duration=1211 frames, utt_pad_proportion=0.06873, over 8161.63 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2999, pruned_loss=0.0651, over 2479103.95 frames. utt_duration=374.4 frames, utt_pad_proportion=0.0639, over 26570.60 utterances.], batch size: 42, lr: 5.80e-04
2022-08-23 02:41:30,646 INFO [train.py:927] (6/8) Epoch 5, batch 19400, giga_loss[loss=0.2276, simple_loss=0.3003, pruned_loss=0.07742, over 12395.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04118, over 133.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3005, pruned_loss=0.06785, over 2477080.10 frames. utt_duration=402.1 frames, utt_pad_proportion=0.06822, over 24713.21 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3197, pruned_loss=0.08837, over 2468455.59 frames. utt_duration=1206 frames, utt_pad_proportion=0.07127, over 8200.32 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2983, pruned_loss=0.06481, over 2478891.56 frames. utt_duration=369.2 frames, utt_pad_proportion=0.06783, over 26946.68 utterances.], batch size: 133, lr: 5.80e-04
2022-08-23 02:43:26,497 INFO [train.py:927] (6/8) Epoch 5, batch 19450, giga_loss[loss=0.2054, simple_loss=0.2928, pruned_loss=0.05898, over 12403.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03168, over 122.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2999, pruned_loss=0.06731, over 2476892.73 frames. utt_duration=407.7 frames, utt_pad_proportion=0.06872, over 24375.90 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3197, pruned_loss=0.08822, over 2468081.80 frames. utt_duration=1209 frames, utt_pad_proportion=0.06976, over 8174.86 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2973, pruned_loss=0.06412, over 2479088.30 frames. utt_duration=369.9 frames, utt_pad_proportion=0.06874, over 26894.33 utterances.], batch size: 122, lr: 5.80e-04
2022-08-23 02:45:24,580 INFO [train.py:927] (6/8) Epoch 5, batch 19500, giga_loss[loss=0.1994, simple_loss=0.2914, pruned_loss=0.05372, over 12368.00 frames. utt_duration=583.4 frames, utt_pad_proportion=0.02936, over 85.00 utterances.], tot_loss[loss=0.218, simple_loss=0.302, pruned_loss=0.06695, over 2477450.98 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06841, over 24354.93 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3193, pruned_loss=0.08819, over 2468060.46 frames. utt_duration=1214 frames, utt_pad_proportion=0.06846, over 8138.85 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2998, pruned_loss=0.06396, over 2479405.10 frames. utt_duration=372.1 frames, utt_pad_proportion=0.06878, over 26739.96 utterances.], batch size: 85, lr: 5.79e-04
2022-08-23 02:47:34,637 INFO [train.py:927] (6/8) Epoch 5, batch 19550, giga_loss[loss=0.1997, simple_loss=0.2935, pruned_loss=0.0529, over 12401.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03808, over 113.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3021, pruned_loss=0.06623, over 2477291.10 frames. utt_duration=399.5 frames, utt_pad_proportion=0.07047, over 24876.66 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3193, pruned_loss=0.08819, over 2467980.15 frames. utt_duration=1211 frames, utt_pad_proportion=0.06865, over 8159.48 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3002, pruned_loss=0.06371, over 2478967.72 frames. utt_duration=370.3 frames, utt_pad_proportion=0.07055, over 26866.57 utterances.], batch size: 113, lr: 5.79e-04
2022-08-23 02:49:40,536 INFO [train.py:927] (6/8) Epoch 5, batch 19600, giga_loss[loss=0.2076, simple_loss=0.286, pruned_loss=0.06458, over 12448.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.03658, over 43.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.3015, pruned_loss=0.06596, over 2477813.95 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06965, over 24863.72 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3189, pruned_loss=0.08811, over 2468163.32 frames. utt_duration=1220 frames, utt_pad_proportion=0.06693, over 8104.73 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2998, pruned_loss=0.0633, over 2479304.06 frames. utt_duration=367.9 frames, utt_pad_proportion=0.07025, over 27043.08 utterances.], batch size: 43, lr: 5.79e-04
2022-08-23 02:51:55,975 INFO [train.py:927] (6/8) Epoch 5, batch 19650, giga_loss[loss=0.2308, simple_loss=0.327, pruned_loss=0.06736, over 12442.00 frames. utt_duration=664.9 frames, utt_pad_proportion=0.02789, over 75.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3034, pruned_loss=0.06638, over 2477344.58 frames. utt_duration=399.2 frames, utt_pad_proportion=0.06866, over 24900.25 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.319, pruned_loss=0.088, over 2467848.12 frames. utt_duration=1220 frames, utt_pad_proportion=0.0665, over 8100.18 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3017, pruned_loss=0.06407, over 2478955.00 frames. utt_duration=370.3 frames, utt_pad_proportion=0.06931, over 26861.91 utterances.], batch size: 75, lr: 5.79e-04
2022-08-23 02:54:08,509 INFO [train.py:927] (6/8) Epoch 5, batch 19700, libri_loss[loss=0.2321, simple_loss=0.2985, pruned_loss=0.08279, over 12456.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006138, over 32.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3054, pruned_loss=0.06722, over 2477231.29 frames. utt_duration=402.4 frames, utt_pad_proportion=0.06705, over 24695.81 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3188, pruned_loss=0.08769, over 2468157.13 frames. utt_duration=1225 frames, utt_pad_proportion=0.0643, over 8068.52 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3037, pruned_loss=0.0647, over 2478679.70 frames. utt_duration=367.6 frames, utt_pad_proportion=0.0683, over 27058.36 utterances.], batch size: 32, lr: 5.79e-04
2022-08-23 02:56:28,385 INFO [train.py:927] (6/8) Epoch 5, batch 19750, giga_loss[loss=0.2176, simple_loss=0.3011, pruned_loss=0.06702, over 12447.00 frames. utt_duration=310.1 frames, utt_pad_proportion=0.043, over 161.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3043, pruned_loss=0.06757, over 2477685.28 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06434, over 23927.56 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3186, pruned_loss=0.0876, over 2468267.13 frames. utt_duration=1230 frames, utt_pad_proportion=0.06261, over 8039.55 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.3027, pruned_loss=0.06498, over 2479054.40 frames. utt_duration=377.2 frames, utt_pad_proportion=0.06607, over 26370.71 utterances.], batch size: 161, lr: 5.79e-04
2022-08-23 02:58:32,374 INFO [train.py:927] (6/8) Epoch 5, batch 19800, giga_loss[loss=0.1964, simple_loss=0.2851, pruned_loss=0.05386, over 12443.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.02836, over 75.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3023, pruned_loss=0.06563, over 2477451.39 frames. utt_duration=416.9 frames, utt_pad_proportion=0.06255, over 23839.79 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3185, pruned_loss=0.08751, over 2468249.59 frames. utt_duration=1231 frames, utt_pad_proportion=0.06187, over 8028.00 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.3008, pruned_loss=0.06338, over 2478679.56 frames. utt_duration=382.7 frames, utt_pad_proportion=0.06429, over 25989.16 utterances.], batch size: 75, lr: 5.79e-04
2022-08-23 03:00:36,367 INFO [train.py:927] (6/8) Epoch 5, batch 19850, giga_loss[loss=0.235, simple_loss=0.3142, pruned_loss=0.07791, over 12414.00 frames. utt_duration=274.1 frames, utt_pad_proportion=0.05802, over 182.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3043, pruned_loss=0.06623, over 2477488.10 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06376, over 24031.27 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3191, pruned_loss=0.08769, over 2468396.91 frames. utt_duration=1233 frames, utt_pad_proportion=0.06148, over 8019.70 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3025, pruned_loss=0.06409, over 2478398.04 frames. utt_duration=384.2 frames, utt_pad_proportion=0.06516, over 25882.81 utterances.], batch size: 182, lr: 5.79e-04
2022-08-23 03:02:27,433 INFO [train.py:927] (6/8) Epoch 5, batch 19900, giga_loss[loss=0.2005, simple_loss=0.2889, pruned_loss=0.0561, over 12404.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03158, over 122.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3031, pruned_loss=0.06677, over 2477345.01 frames. utt_duration=398.6 frames, utt_pad_proportion=0.06929, over 24934.95 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3189, pruned_loss=0.08773, over 2468532.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06047, over 7996.23 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.3014, pruned_loss=0.06445, over 2478206.09 frames. utt_duration=369.6 frames, utt_pad_proportion=0.07036, over 26908.61 utterances.], batch size: 122, lr: 5.78e-04
2022-08-23 03:04:21,666 INFO [train.py:927] (6/8) Epoch 5, batch 19950, giga_loss[loss=0.2451, simple_loss=0.3291, pruned_loss=0.0806, over 12451.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03642, over 133.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3042, pruned_loss=0.0675, over 2477608.94 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06552, over 24056.68 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3187, pruned_loss=0.08757, over 2468889.56 frames. utt_duration=1233 frames, utt_pad_proportion=0.06051, over 8016.95 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3027, pruned_loss=0.06535, over 2478183.12 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06673, over 25971.23 utterances.], batch size: 133, lr: 5.78e-04
2022-08-23 03:06:05,838 INFO [train.py:927] (6/8) Epoch 5, batch 20000, giga_loss[loss=0.281, simple_loss=0.3706, pruned_loss=0.09572, over 12402.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02414, over 66.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3117, pruned_loss=0.07201, over 2476721.93 frames. utt_duration=445.6 frames, utt_pad_proportion=0.06211, over 22292.39 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3184, pruned_loss=0.08751, over 2469139.90 frames. utt_duration=1236 frames, utt_pad_proportion=0.05946, over 8002.70 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3104, pruned_loss=0.06983, over 2477202.95 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06374, over 24246.74 utterances.], batch size: 66, lr: 5.78e-04
2022-08-23 03:07:49,860 INFO [train.py:927] (6/8) Epoch 5, batch 20050, giga_loss[loss=0.2101, simple_loss=0.2926, pruned_loss=0.0638, over 12445.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03136, over 75.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3118, pruned_loss=0.07236, over 2476216.82 frames. utt_duration=466.1 frames, utt_pad_proportion=0.05907, over 21310.76 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3183, pruned_loss=0.08735, over 2468941.33 frames. utt_duration=1239 frames, utt_pad_proportion=0.05881, over 7980.75 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3109, pruned_loss=0.07058, over 2476867.20 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06084, over 23057.67 utterances.], batch size: 75, lr: 5.78e-04
2022-08-23 03:09:32,191 INFO [train.py:927] (6/8) Epoch 5, batch 20100, giga_loss[loss=0.2103, simple_loss=0.2866, pruned_loss=0.06697, over 12417.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04259, over 146.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3066, pruned_loss=0.07084, over 2475809.80 frames. utt_duration=496 frames, utt_pad_proportion=0.05808, over 20019.16 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3188, pruned_loss=0.08735, over 2469216.55 frames. utt_duration=1243 frames, utt_pad_proportion=0.05786, over 7955.41 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3051, pruned_loss=0.06907, over 2476224.96 frames. utt_duration=457.1 frames, utt_pad_proportion=0.05996, over 21730.67 utterances.], batch size: 146, lr: 5.78e-04
2022-08-23 03:11:15,744 INFO [train.py:927] (6/8) Epoch 5, batch 20150, giga_loss[loss=0.1798, simple_loss=0.255, pruned_loss=0.05228, over 12409.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.0329, over 122.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2977, pruned_loss=0.06817, over 2475392.54 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06345, over 20493.61 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3189, pruned_loss=0.08766, over 2469216.81 frames. utt_duration=1242 frames, utt_pad_proportion=0.05808, over 7962.87 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2963, pruned_loss=0.06624, over 2475798.13 frames. utt_duration=451.3 frames, utt_pad_proportion=0.06455, over 22010.72 utterances.], batch size: 122, lr: 5.78e-04
2022-08-23 03:12:58,572 INFO [train.py:927] (6/8) Epoch 5, batch 20200, giga_loss[loss=0.1886, simple_loss=0.2675, pruned_loss=0.05483, over 12358.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03214, over 97.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2913, pruned_loss=0.06583, over 2474700.95 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06381, over 19928.38 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3191, pruned_loss=0.08791, over 2469063.07 frames. utt_duration=1231 frames, utt_pad_proportion=0.06188, over 8032.30 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2895, pruned_loss=0.0637, over 2475265.88 frames. utt_duration=466.4 frames, utt_pad_proportion=0.06348, over 21290.51 utterances.], batch size: 97, lr: 5.78e-04
2022-08-23 03:14:39,917 INFO [train.py:927] (6/8) Epoch 5, batch 20250, giga_loss[loss=0.1882, simple_loss=0.2724, pruned_loss=0.05195, over 12455.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03223, over 123.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2861, pruned_loss=0.06374, over 2474895.62 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06223, over 19180.68 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3186, pruned_loss=0.08759, over 2468998.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06062, over 8003.55 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2844, pruned_loss=0.06174, over 2475559.10 frames. utt_duration=482.1 frames, utt_pad_proportion=0.06252, over 20600.72 utterances.], batch size: 123, lr: 5.78e-04
2022-08-23 03:16:23,328 INFO [train.py:927] (6/8) Epoch 5, batch 20300, giga_loss[loss=0.2166, simple_loss=0.2896, pruned_loss=0.07178, over 12372.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06016, over 182.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2802, pruned_loss=0.06129, over 2474503.99 frames. utt_duration=527.2 frames, utt_pad_proportion=0.06174, over 18825.53 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3185, pruned_loss=0.08741, over 2468981.56 frames. utt_duration=1238 frames, utt_pad_proportion=0.05991, over 7987.57 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2784, pruned_loss=0.05953, over 2475114.69 frames. utt_duration=493.7 frames, utt_pad_proportion=0.06226, over 20110.76 utterances.], batch size: 182, lr: 5.78e-04
2022-08-23 03:18:06,811 INFO [train.py:927] (6/8) Epoch 5, batch 20350, giga_loss[loss=0.165, simple_loss=0.2461, pruned_loss=0.04199, over 12416.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04257, over 146.00 utterances.], tot_loss[loss=0.198, simple_loss=0.276, pruned_loss=0.05997, over 2474368.09 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06553, over 19035.20 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3185, pruned_loss=0.08751, over 2468806.77 frames. utt_duration=1232 frames, utt_pad_proportion=0.06326, over 8026.63 utterances.], giga_tot_loss[loss=0.1945, simple_loss=0.2735, pruned_loss=0.05776, over 2475196.81 frames. utt_duration=488.3 frames, utt_pad_proportion=0.06466, over 20334.36 utterances.], batch size: 146, lr: 5.77e-04
2022-08-23 03:19:47,005 INFO [train.py:927] (6/8) Epoch 5, batch 20400, giga_loss[loss=0.1721, simple_loss=0.2533, pruned_loss=0.04544, over 12369.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03079, over 62.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2692, pruned_loss=0.05666, over 2474826.97 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06158, over 18598.65 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3183, pruned_loss=0.08746, over 2468898.74 frames. utt_duration=1233 frames, utt_pad_proportion=0.06304, over 8018.50 utterances.], giga_tot_loss[loss=0.1884, simple_loss=0.2672, pruned_loss=0.05483, over 2475413.47 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06117, over 19675.80 utterances.], batch size: 62, lr: 5.77e-04
2022-08-23 03:21:29,328 INFO [train.py:927] (6/8) Epoch 5, batch 20450, giga_loss[loss=0.2546, simple_loss=0.3314, pruned_loss=0.08894, over 12339.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.03657, over 26.00 utterances.], tot_loss[loss=0.1961, simple_loss=0.2734, pruned_loss=0.05941, over 2474571.02 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06823, over 19435.41 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3184, pruned_loss=0.08757, over 2468653.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.06192, over 7998.15 utterances.], giga_tot_loss[loss=0.1923, simple_loss=0.2704, pruned_loss=0.05704, over 2475440.55 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06799, over 20619.09 utterances.], batch size: 26, lr: 5.77e-04
2022-08-23 03:23:10,426 INFO [train.py:927] (6/8) Epoch 5, batch 20500, giga_loss[loss=0.2431, simple_loss=0.3238, pruned_loss=0.08122, over 12463.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03467, over 86.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2857, pruned_loss=0.06598, over 2473214.42 frames. utt_duration=530.4 frames, utt_pad_proportion=0.06888, over 18703.38 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3183, pruned_loss=0.08742, over 2468924.74 frames. utt_duration=1240 frames, utt_pad_proportion=0.05997, over 7971.74 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2818, pruned_loss=0.06317, over 2473906.05 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06945, over 20138.45 utterances.], batch size: 86, lr: 5.77e-04
2022-08-23 03:24:52,180 INFO [train.py:927] (6/8) Epoch 5, batch 20550, giga_loss[loss=0.2425, simple_loss=0.3281, pruned_loss=0.07852, over 12274.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02952, over 45.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2931, pruned_loss=0.06884, over 2472579.05 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06591, over 18016.80 utterances.], libri_tot_loss[loss=0.246, simple_loss=0.3178, pruned_loss=0.08711, over 2468859.26 frames. utt_duration=1245 frames, utt_pad_proportion=0.05823, over 7942.56 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2894, pruned_loss=0.06615, over 2473345.66 frames. utt_duration=506.5 frames, utt_pad_proportion=0.06736, over 19590.05 utterances.], batch size: 45, lr: 5.77e-04
2022-08-23 03:26:35,259 INFO [train.py:927] (6/8) Epoch 5, batch 20600, giga_loss[loss=0.2112, simple_loss=0.2954, pruned_loss=0.06349, over 12413.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04142, over 37.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2974, pruned_loss=0.07029, over 2472592.28 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06812, over 18650.88 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3178, pruned_loss=0.08718, over 2468827.96 frames. utt_duration=1245 frames, utt_pad_proportion=0.058, over 7938.85 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2944, pruned_loss=0.06805, over 2473231.47 frames. utt_duration=498 frames, utt_pad_proportion=0.06919, over 19925.61 utterances.], batch size: 37, lr: 5.77e-04
2022-08-23 03:28:17,227 INFO [train.py:927] (6/8) Epoch 5, batch 20650, giga_loss[loss=0.2173, simple_loss=0.3053, pruned_loss=0.06465, over 12413.00 frames. utt_duration=753.8 frames, utt_pad_proportion=0.02357, over 66.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3041, pruned_loss=0.07388, over 2472776.70 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06889, over 18932.66 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3193, pruned_loss=0.08772, over 2469139.88 frames. utt_duration=1235 frames, utt_pad_proportion=0.06171, over 8004.29 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.2999, pruned_loss=0.07126, over 2473089.31 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06843, over 20134.41 utterances.], batch size: 66, lr: 5.77e-04
2022-08-23 03:29:59,069 INFO [train.py:927] (6/8) Epoch 5, batch 20700, giga_loss[loss=0.2623, simple_loss=0.3389, pruned_loss=0.09286, over 12405.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04324, over 146.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3095, pruned_loss=0.07633, over 2472964.37 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06565, over 18447.16 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.32, pruned_loss=0.08845, over 2469239.80 frames. utt_duration=1222 frames, utt_pad_proportion=0.06579, over 8089.18 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3053, pruned_loss=0.07339, over 2473173.50 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06382, over 19459.94 utterances.], batch size: 146, lr: 5.77e-04
2022-08-23 03:31:40,516 INFO [train.py:927] (6/8) Epoch 5, batch 20750, giga_loss[loss=0.2149, simple_loss=0.3051, pruned_loss=0.06236, over 12379.00 frames. utt_duration=708.9 frames, utt_pad_proportion=0.02757, over 70.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3129, pruned_loss=0.0775, over 2472722.68 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06343, over 18254.12 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3201, pruned_loss=0.08881, over 2469072.95 frames. utt_duration=1213 frames, utt_pad_proportion=0.06859, over 8150.80 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3092, pruned_loss=0.07443, over 2473163.58 frames. utt_duration=511.9 frames, utt_pad_proportion=0.06109, over 19380.12 utterances.], batch size: 70, lr: 5.77e-04
2022-08-23 03:33:23,642 INFO [train.py:927] (6/8) Epoch 5, batch 20800, giga_loss[loss=0.2171, simple_loss=0.3057, pruned_loss=0.06427, over 12440.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03895, over 40.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3137, pruned_loss=0.07688, over 2471986.12 frames. utt_duration=538.6 frames, utt_pad_proportion=0.06735, over 18410.51 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3197, pruned_loss=0.08869, over 2468836.59 frames. utt_duration=1218 frames, utt_pad_proportion=0.0676, over 8119.05 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.311, pruned_loss=0.07434, over 2472575.18 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06565, over 19507.25 utterances.], batch size: 40, lr: 5.76e-04
2022-08-23 03:35:03,681 INFO [train.py:927] (6/8) Epoch 5, batch 20850, giga_loss[loss=0.2078, simple_loss=0.3013, pruned_loss=0.05713, over 12360.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03163, over 58.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3127, pruned_loss=0.07503, over 2471508.69 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06683, over 17590.11 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3195, pruned_loss=0.0886, over 2468907.81 frames. utt_duration=1209 frames, utt_pad_proportion=0.07088, over 8177.62 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3104, pruned_loss=0.07274, over 2472013.13 frames. utt_duration=530.6 frames, utt_pad_proportion=0.0643, over 18687.61 utterances.], batch size: 58, lr: 5.76e-04
2022-08-23 03:36:46,579 INFO [train.py:927] (6/8) Epoch 5, batch 20900, giga_loss[loss=0.2135, simple_loss=0.3, pruned_loss=0.06353, over 12480.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04166, over 31.00 utterances.], tot_loss[loss=0.2349, simple_loss=0.3144, pruned_loss=0.07767, over 2471325.66 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06614, over 17217.60 utterances.], libri_tot_loss[loss=0.2481, simple_loss=0.3193, pruned_loss=0.08844, over 2469080.77 frames. utt_duration=1214 frames, utt_pad_proportion=0.06862, over 8145.00 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3126, pruned_loss=0.07546, over 2471677.34 frames. utt_duration=535.4 frames, utt_pad_proportion=0.06496, over 18518.98 utterances.], batch size: 31, lr: 5.76e-04
2022-08-23 03:38:31,578 INFO [train.py:927] (6/8) Epoch 5, batch 20950, giga_loss[loss=0.2335, simple_loss=0.3089, pruned_loss=0.07912, over 12448.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04343, over 31.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3153, pruned_loss=0.07916, over 2472446.61 frames. utt_duration=572.1 frames, utt_pad_proportion=0.064, over 17332.79 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.319, pruned_loss=0.08813, over 2469162.33 frames. utt_duration=1217 frames, utt_pad_proportion=0.06715, over 8128.49 utterances.], giga_tot_loss[loss=0.2343, simple_loss=0.3139, pruned_loss=0.07732, over 2472761.55 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06374, over 18736.47 utterances.], batch size: 31, lr: 5.76e-04
2022-08-23 03:40:15,373 INFO [train.py:927] (6/8) Epoch 5, batch 21000, giga_loss[loss=0.2742, simple_loss=0.3391, pruned_loss=0.1046, over 12416.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02235, over 48.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3146, pruned_loss=0.07971, over 2472447.42 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06839, over 18254.41 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3189, pruned_loss=0.0881, over 2468981.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.06668, over 8111.26 utterances.], giga_tot_loss[loss=0.235, simple_loss=0.3136, pruned_loss=0.0782, over 2472883.01 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06809, over 19459.66 utterances.], batch size: 48, lr: 5.76e-04
2022-08-23 03:40:15,375 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 03:40:29,087 INFO [train.py:967] (6/8) Epoch 5, validation: loss=0.2066, simple_loss=0.3347, pruned_loss=0.03924, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 03:42:13,657 INFO [train.py:927] (6/8) Epoch 5, batch 21050, giga_loss[loss=0.2352, simple_loss=0.3176, pruned_loss=0.07636, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03399, over 122.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3145, pruned_loss=0.07931, over 2472924.15 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06653, over 18468.14 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3194, pruned_loss=0.08822, over 2469088.44 frames. utt_duration=1219 frames, utt_pad_proportion=0.06644, over 8113.71 utterances.], giga_tot_loss[loss=0.2346, simple_loss=0.3133, pruned_loss=0.07797, over 2473179.11 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06649, over 19458.60 utterances.], batch size: 122, lr: 5.76e-04
2022-08-23 03:43:58,722 INFO [train.py:927] (6/8) Epoch 5, batch 21100, giga_loss[loss=0.2035, simple_loss=0.2853, pruned_loss=0.06088, over 12420.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.0517, over 162.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3122, pruned_loss=0.07826, over 2473684.44 frames. utt_duration=515.2 frames, utt_pad_proportion=0.0686, over 19260.31 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3196, pruned_loss=0.08813, over 2469250.84 frames. utt_duration=1215 frames, utt_pad_proportion=0.06614, over 8135.92 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3109, pruned_loss=0.07716, over 2473805.60 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06861, over 20161.70 utterances.], batch size: 162, lr: 5.76e-04
2022-08-23 03:45:45,144 INFO [train.py:927] (6/8) Epoch 5, batch 21150, giga_loss[loss=0.1947, simple_loss=0.273, pruned_loss=0.05821, over 12379.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02693, over 48.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3069, pruned_loss=0.07571, over 2473196.12 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06493, over 18354.93 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3192, pruned_loss=0.08807, over 2469391.85 frames. utt_duration=1211 frames, utt_pad_proportion=0.06772, over 8166.67 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3059, pruned_loss=0.07438, over 2473362.95 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06462, over 19538.05 utterances.], batch size: 48, lr: 5.76e-04
2022-08-23 03:47:26,802 INFO [train.py:927] (6/8) Epoch 5, batch 21200, giga_loss[loss=0.2304, simple_loss=0.3044, pruned_loss=0.07817, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03332, over 39.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3049, pruned_loss=0.07464, over 2472748.17 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06728, over 18509.68 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3188, pruned_loss=0.08785, over 2469274.47 frames. utt_duration=1217 frames, utt_pad_proportion=0.06608, over 8126.46 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.304, pruned_loss=0.07335, over 2473093.61 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06752, over 19828.78 utterances.], batch size: 39, lr: 5.75e-04
2022-08-23 03:49:08,189 INFO [train.py:927] (6/8) Epoch 5, batch 21250, giga_loss[loss=0.2099, simple_loss=0.2946, pruned_loss=0.06259, over 12419.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03404, over 75.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3021, pruned_loss=0.07265, over 2472832.00 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06194, over 18024.56 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3187, pruned_loss=0.08776, over 2469133.55 frames. utt_duration=1216 frames, utt_pad_proportion=0.06599, over 8134.90 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3011, pruned_loss=0.07145, over 2473297.64 frames. utt_duration=515.5 frames, utt_pad_proportion=0.06247, over 19248.81 utterances.], batch size: 75, lr: 5.75e-04
2022-08-23 03:50:49,720 INFO [train.py:927] (6/8) Epoch 5, batch 21300, giga_loss[loss=0.2272, simple_loss=0.3007, pruned_loss=0.07688, over 12354.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04561, over 31.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.2994, pruned_loss=0.07164, over 2473210.18 frames. utt_duration=565.8 frames, utt_pad_proportion=0.06237, over 17530.95 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.319, pruned_loss=0.08785, over 2469254.02 frames. utt_duration=1207 frames, utt_pad_proportion=0.06936, over 8192.57 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2981, pruned_loss=0.07033, over 2473532.51 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06145, over 18624.48 utterances.], batch size: 31, lr: 5.75e-04
2022-08-23 03:52:31,857 INFO [train.py:927] (6/8) Epoch 5, batch 21350, giga_loss[loss=0.1864, simple_loss=0.2629, pruned_loss=0.05499, over 12365.00 frames. utt_duration=799.4 frames, utt_pad_proportion=0.03105, over 62.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2965, pruned_loss=0.07096, over 2472823.86 frames. utt_duration=557.7 frames, utt_pad_proportion=0.06603, over 17782.75 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3194, pruned_loss=0.08808, over 2469223.28 frames. utt_duration=1208 frames, utt_pad_proportion=0.06888, over 8185.63 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2949, pruned_loss=0.06956, over 2473145.55 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06529, over 18733.49 utterances.], batch size: 62, lr: 5.75e-04
2022-08-23 03:54:15,722 INFO [train.py:927] (6/8) Epoch 5, batch 21400, giga_loss[loss=0.1826, simple_loss=0.2581, pruned_loss=0.05354, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02676, over 45.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2928, pruned_loss=0.06947, over 2473526.18 frames. utt_duration=573.8 frames, utt_pad_proportion=0.0627, over 17289.47 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3196, pruned_loss=0.0882, over 2469254.53 frames. utt_duration=1211 frames, utt_pad_proportion=0.06809, over 8166.92 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2911, pruned_loss=0.06801, over 2473815.85 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06256, over 18188.45 utterances.], batch size: 45, lr: 5.75e-04
2022-08-23 03:55:57,146 INFO [train.py:927] (6/8) Epoch 5, batch 21450, giga_loss[loss=0.2133, simple_loss=0.2958, pruned_loss=0.06539, over 12438.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05088, over 162.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2913, pruned_loss=0.06868, over 2474025.71 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06005, over 17072.27 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3205, pruned_loss=0.08854, over 2469543.19 frames. utt_duration=1202 frames, utt_pad_proportion=0.07121, over 8230.27 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2886, pruned_loss=0.06689, over 2474077.87 frames. utt_duration=554.7 frames, utt_pad_proportion=0.0587, over 17887.51 utterances.], batch size: 162, lr: 5.75e-04
2022-08-23 03:57:39,817 INFO [train.py:927] (6/8) Epoch 5, batch 21500, giga_loss[loss=0.2069, simple_loss=0.2851, pruned_loss=0.06438, over 12355.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02834, over 66.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2909, pruned_loss=0.06866, over 2474273.39 frames. utt_duration=592.2 frames, utt_pad_proportion=0.0566, over 16754.47 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.3208, pruned_loss=0.08867, over 2469671.51 frames. utt_duration=1204 frames, utt_pad_proportion=0.07038, over 8214.90 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2882, pruned_loss=0.06688, over 2474262.45 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05593, over 17526.51 utterances.], batch size: 66, lr: 5.75e-04
2022-08-23 03:59:25,638 INFO [train.py:927] (6/8) Epoch 5, batch 21550, giga_loss[loss=0.2086, simple_loss=0.2909, pruned_loss=0.06312, over 12323.00 frames. utt_duration=851.4 frames, utt_pad_proportion=0.03464, over 58.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.2988, pruned_loss=0.0739, over 2474305.10 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06871, over 18570.78 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3212, pruned_loss=0.08868, over 2469484.14 frames. utt_duration=1205 frames, utt_pad_proportion=0.06989, over 8204.75 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2959, pruned_loss=0.07225, over 2474522.81 frames. utt_duration=513.9 frames, utt_pad_proportion=0.06798, over 19317.73 utterances.], batch size: 58, lr: 5.75e-04
2022-08-23 04:01:05,084 INFO [train.py:927] (6/8) Epoch 5, batch 21600, giga_loss[loss=0.2593, simple_loss=0.3389, pruned_loss=0.08987, over 12392.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.0587, over 182.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3047, pruned_loss=0.07627, over 2473979.75 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0665, over 18625.85 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3221, pruned_loss=0.08891, over 2469572.92 frames. utt_duration=1204 frames, utt_pad_proportion=0.06941, over 8215.58 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3013, pruned_loss=0.0746, over 2474128.15 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06614, over 19339.74 utterances.], batch size: 182, lr: 5.75e-04
2022-08-23 04:02:47,296 INFO [train.py:927] (6/8) Epoch 5, batch 21650, giga_loss[loss=0.2216, simple_loss=0.3075, pruned_loss=0.06786, over 12377.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02748, over 91.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3101, pruned_loss=0.07828, over 2474388.75 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06769, over 19213.96 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3221, pruned_loss=0.08889, over 2469502.05 frames. utt_duration=1204 frames, utt_pad_proportion=0.06895, over 8212.46 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.3074, pruned_loss=0.07688, over 2474610.00 frames. utt_duration=499.4 frames, utt_pad_proportion=0.06757, over 19880.93 utterances.], batch size: 91, lr: 5.74e-04
2022-08-23 04:04:28,466 INFO [train.py:927] (6/8) Epoch 5, batch 21700, giga_loss[loss=0.2175, simple_loss=0.3042, pruned_loss=0.06535, over 12360.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03679, over 122.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3121, pruned_loss=0.07844, over 2474192.95 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06571, over 18865.48 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3214, pruned_loss=0.08861, over 2469418.70 frames. utt_duration=1207 frames, utt_pad_proportion=0.06795, over 8190.68 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3102, pruned_loss=0.07725, over 2474578.64 frames. utt_duration=502.2 frames, utt_pad_proportion=0.06601, over 19770.29 utterances.], batch size: 122, lr: 5.74e-04
2022-08-23 04:06:11,794 INFO [train.py:927] (6/8) Epoch 5, batch 21750, giga_loss[loss=0.2152, simple_loss=0.2931, pruned_loss=0.06864, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02737, over 48.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3101, pruned_loss=0.07612, over 2474817.60 frames. utt_duration=513.4 frames, utt_pad_proportion=0.06833, over 19338.30 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3213, pruned_loss=0.08852, over 2469181.60 frames. utt_duration=1209 frames, utt_pad_proportion=0.06771, over 8181.73 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.3086, pruned_loss=0.07521, over 2475366.76 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06857, over 20107.41 utterances.], batch size: 48, lr: 5.74e-04
2022-08-23 04:07:57,133 INFO [train.py:927] (6/8) Epoch 5, batch 21800, giga_loss[loss=0.2626, simple_loss=0.3422, pruned_loss=0.0915, over 12432.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03773, over 133.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3119, pruned_loss=0.07712, over 2473802.45 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06792, over 19239.66 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.3215, pruned_loss=0.08842, over 2469218.59 frames. utt_duration=1216 frames, utt_pad_proportion=0.06622, over 8132.88 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3103, pruned_loss=0.07613, over 2474345.76 frames. utt_duration=490.4 frames, utt_pad_proportion=0.06866, over 20241.37 utterances.], batch size: 133, lr: 5.74e-04
2022-08-23 04:09:39,021 INFO [train.py:927] (6/8) Epoch 5, batch 21850, giga_loss[loss=0.2366, simple_loss=0.3004, pruned_loss=0.08638, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02456, over 45.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3129, pruned_loss=0.07788, over 2474012.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.0657, over 18149.02 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.321, pruned_loss=0.08796, over 2469222.96 frames. utt_duration=1224 frames, utt_pad_proportion=0.06455, over 8081.09 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3118, pruned_loss=0.07715, over 2474575.40 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06709, over 19325.70 utterances.], batch size: 45, lr: 5.74e-04
2022-08-23 04:11:24,834 INFO [train.py:927] (6/8) Epoch 5, batch 21900, giga_loss[loss=0.2282, simple_loss=0.3036, pruned_loss=0.07643, over 12485.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04015, over 31.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3141, pruned_loss=0.07929, over 2474094.74 frames. utt_duration=538.7 frames, utt_pad_proportion=0.06803, over 18420.11 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.321, pruned_loss=0.08794, over 2469181.53 frames. utt_duration=1222 frames, utt_pad_proportion=0.06429, over 8090.15 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.313, pruned_loss=0.07857, over 2474662.44 frames. utt_duration=508.6 frames, utt_pad_proportion=0.0691, over 19518.10 utterances.], batch size: 31, lr: 5.74e-04
2022-08-23 04:13:12,969 INFO [train.py:927] (6/8) Epoch 5, batch 21950, giga_loss[loss=0.2505, simple_loss=0.3364, pruned_loss=0.08234, over 12476.00 frames. utt_duration=908.8 frames, utt_pad_proportion=0.027, over 55.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3154, pruned_loss=0.0803, over 2474548.20 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06438, over 18001.78 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3208, pruned_loss=0.08801, over 2469424.19 frames. utt_duration=1213 frames, utt_pad_proportion=0.06693, over 8150.39 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3146, pruned_loss=0.07941, over 2474939.24 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06451, over 19148.72 utterances.], batch size: 55, lr: 5.74e-04
2022-08-23 04:14:54,990 INFO [train.py:927] (6/8) Epoch 5, batch 22000, giga_loss[loss=0.264, simple_loss=0.3433, pruned_loss=0.09239, over 12372.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.0301, over 51.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3165, pruned_loss=0.08004, over 2474191.18 frames. utt_duration=570 frames, utt_pad_proportion=0.06244, over 17407.30 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3205, pruned_loss=0.08792, over 2469332.91 frames. utt_duration=1217 frames, utt_pad_proportion=0.06635, over 8123.24 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.316, pruned_loss=0.07931, over 2474658.47 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06287, over 18479.13 utterances.], batch size: 51, lr: 5.74e-04
2022-08-23 04:16:40,055 INFO [train.py:927] (6/8) Epoch 5, batch 22050, giga_loss[loss=0.2077, simple_loss=0.2942, pruned_loss=0.06056, over 12349.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03278, over 58.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3159, pruned_loss=0.07999, over 2473181.88 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06492, over 17344.49 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3204, pruned_loss=0.08784, over 2468997.25 frames. utt_duration=1220 frames, utt_pad_proportion=0.06587, over 8107.06 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3156, pruned_loss=0.07941, over 2473862.16 frames. utt_duration=543 frames, utt_pad_proportion=0.06529, over 18274.85 utterances.], batch size: 58, lr: 5.74e-04
2022-08-23 04:18:20,715 INFO [train.py:927] (6/8) Epoch 5, batch 22100, giga_loss[loss=0.2619, simple_loss=0.3311, pruned_loss=0.09639, over 12362.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05314, over 161.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3152, pruned_loss=0.08017, over 2472523.41 frames. utt_duration=605.4 frames, utt_pad_proportion=0.06282, over 16377.65 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3199, pruned_loss=0.08778, over 2468667.85 frames. utt_duration=1224 frames, utt_pad_proportion=0.06498, over 8077.08 utterances.], giga_tot_loss[loss=0.2372, simple_loss=0.3153, pruned_loss=0.07949, over 2473501.28 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06366, over 17474.86 utterances.], batch size: 161, lr: 5.73e-04
2022-08-23 04:20:03,220 INFO [train.py:927] (6/8) Epoch 5, batch 22150, giga_loss[loss=0.2371, simple_loss=0.3109, pruned_loss=0.08168, over 12464.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03209, over 37.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3147, pruned_loss=0.07987, over 2473244.74 frames. utt_duration=631.4 frames, utt_pad_proportion=0.06119, over 15705.67 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3197, pruned_loss=0.0877, over 2468911.56 frames. utt_duration=1226 frames, utt_pad_proportion=0.06451, over 8064.31 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3148, pruned_loss=0.07933, over 2473834.24 frames. utt_duration=595.8 frames, utt_pad_proportion=0.06216, over 16651.39 utterances.], batch size: 37, lr: 5.73e-04
2022-08-23 04:21:43,059 INFO [train.py:927] (6/8) Epoch 5, batch 22200, giga_loss[loss=0.2338, simple_loss=0.3115, pruned_loss=0.07806, over 12210.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03312, over 45.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3153, pruned_loss=0.0798, over 2472942.29 frames. utt_duration=625.7 frames, utt_pad_proportion=0.06113, over 15847.94 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3195, pruned_loss=0.08757, over 2468971.32 frames. utt_duration=1230 frames, utt_pad_proportion=0.06295, over 8037.01 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3155, pruned_loss=0.07921, over 2473510.47 frames. utt_duration=586.4 frames, utt_pad_proportion=0.06256, over 16916.33 utterances.], batch size: 45, lr: 5.73e-04
2022-08-23 04:23:26,017 INFO [train.py:927] (6/8) Epoch 5, batch 22250, giga_loss[loss=0.236, simple_loss=0.3219, pruned_loss=0.07503, over 12384.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04093, over 133.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3147, pruned_loss=0.07959, over 2472405.04 frames. utt_duration=624.7 frames, utt_pad_proportion=0.05739, over 15868.90 utterances.], libri_tot_loss[loss=0.2463, simple_loss=0.3187, pruned_loss=0.08697, over 2469017.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.06155, over 7985.51 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3154, pruned_loss=0.0794, over 2472926.37 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05929, over 17021.29 utterances.], batch size: 133, lr: 5.73e-04
2022-08-23 04:25:05,346 INFO [train.py:927] (6/8) Epoch 5, batch 22300, giga_loss[loss=0.2205, simple_loss=0.3014, pruned_loss=0.06978, over 12432.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03842, over 123.00 utterances.], tot_loss[loss=0.2347, simple_loss=0.3128, pruned_loss=0.0783, over 2471754.97 frames. utt_duration=633.1 frames, utt_pad_proportion=0.0574, over 15654.71 utterances.], libri_tot_loss[loss=0.2466, simple_loss=0.3192, pruned_loss=0.08697, over 2468962.83 frames. utt_duration=1237 frames, utt_pad_proportion=0.06188, over 7991.53 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3129, pruned_loss=0.07805, over 2472272.75 frames. utt_duration=594.7 frames, utt_pad_proportion=0.0588, over 16669.49 utterances.], batch size: 123, lr: 5.73e-04
2022-08-23 04:26:46,214 INFO [train.py:927] (6/8) Epoch 5, batch 22350, libri_loss[loss=0.2421, simple_loss=0.3135, pruned_loss=0.08531, over 12126.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006058, over 32.00 utterances.], tot_loss[loss=0.2321, simple_loss=0.3101, pruned_loss=0.07701, over 2470577.57 frames. utt_duration=642.1 frames, utt_pad_proportion=0.05719, over 15427.22 utterances.], libri_tot_loss[loss=0.2464, simple_loss=0.319, pruned_loss=0.0869, over 2468642.99 frames. utt_duration=1238 frames, utt_pad_proportion=0.06168, over 7983.82 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.3102, pruned_loss=0.07665, over 2471363.45 frames. utt_duration=603.3 frames, utt_pad_proportion=0.0584, over 16426.74 utterances.], batch size: 32, lr: 5.73e-04
2022-08-23 04:28:27,188 INFO [train.py:927] (6/8) Epoch 5, batch 22400, giga_loss[loss=0.2332, simple_loss=0.308, pruned_loss=0.0792, over 12448.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.03094, over 80.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.3073, pruned_loss=0.07622, over 2470506.00 frames. utt_duration=652.4 frames, utt_pad_proportion=0.05948, over 15181.10 utterances.], libri_tot_loss[loss=0.2457, simple_loss=0.3183, pruned_loss=0.0866, over 2468187.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.06395, over 8006.97 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3077, pruned_loss=0.07587, over 2471630.34 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05924, over 16192.24 utterances.], batch size: 80, lr: 5.73e-04
2022-08-23 04:30:08,676 INFO [train.py:927] (6/8) Epoch 5, batch 22450, giga_loss[loss=0.1755, simple_loss=0.2618, pruned_loss=0.04457, over 12332.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03399, over 58.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3052, pruned_loss=0.07563, over 2470778.27 frames. utt_duration=650.2 frames, utt_pad_proportion=0.05485, over 15234.26 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3185, pruned_loss=0.08687, over 2468288.16 frames. utt_duration=1235 frames, utt_pad_proportion=0.0628, over 8005.82 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.305, pruned_loss=0.07482, over 2471662.39 frames. utt_duration=610.2 frames, utt_pad_proportion=0.05534, over 16242.01 utterances.], batch size: 58, lr: 5.73e-04
2022-08-23 04:31:49,359 INFO [train.py:927] (6/8) Epoch 5, batch 22500, giga_loss[loss=0.2112, simple_loss=0.2908, pruned_loss=0.06575, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02839, over 48.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3026, pruned_loss=0.07432, over 2471353.19 frames. utt_duration=663.9 frames, utt_pad_proportion=0.05072, over 14924.47 utterances.], libri_tot_loss[loss=0.2453, simple_loss=0.3176, pruned_loss=0.08646, over 2468227.25 frames. utt_duration=1241 frames, utt_pad_proportion=0.06098, over 7963.79 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3026, pruned_loss=0.07355, over 2472207.94 frames. utt_duration=616.9 frames, utt_pad_proportion=0.05202, over 16070.12 utterances.], batch size: 48, lr: 5.73e-04
2022-08-23 04:33:29,439 INFO [train.py:927] (6/8) Epoch 5, batch 22550, giga_loss[loss=0.1876, simple_loss=0.2747, pruned_loss=0.05032, over 12359.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.032, over 58.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3023, pruned_loss=0.07315, over 2472236.65 frames. utt_duration=662.8 frames, utt_pad_proportion=0.0476, over 14954.78 utterances.], libri_tot_loss[loss=0.2454, simple_loss=0.3177, pruned_loss=0.08651, over 2468456.47 frames. utt_duration=1243 frames, utt_pad_proportion=0.06051, over 7952.20 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.302, pruned_loss=0.07239, over 2472734.28 frames. utt_duration=622.5 frames, utt_pad_proportion=0.04898, over 15928.58 utterances.], batch size: 58, lr: 5.72e-04
2022-08-23 04:35:10,194 INFO [train.py:927] (6/8) Epoch 5, batch 22600, giga_loss[loss=0.2343, simple_loss=0.3279, pruned_loss=0.07033, over 12436.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04184, over 114.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3047, pruned_loss=0.07357, over 2472948.68 frames. utt_duration=609.4 frames, utt_pad_proportion=0.05551, over 16270.62 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3183, pruned_loss=0.08662, over 2468231.51 frames. utt_duration=1246 frames, utt_pad_proportion=0.05958, over 7930.33 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3038, pruned_loss=0.07264, over 2473610.10 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05644, over 17195.06 utterances.], batch size: 114, lr: 5.72e-04
2022-08-23 04:36:48,810 INFO [train.py:927] (6/8) Epoch 5, batch 22650, giga_loss[loss=0.2277, simple_loss=0.3143, pruned_loss=0.07052, over 12408.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03956, over 133.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3045, pruned_loss=0.07326, over 2473338.08 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06272, over 17533.66 utterances.], libri_tot_loss[loss=0.2458, simple_loss=0.3182, pruned_loss=0.08665, over 2467841.89 frames. utt_duration=1246 frames, utt_pad_proportion=0.05955, over 7934.75 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3036, pruned_loss=0.07223, over 2474333.05 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06314, over 18438.66 utterances.], batch size: 133, lr: 5.72e-04
2022-08-23 04:38:29,281 INFO [train.py:927] (6/8) Epoch 5, batch 22700, libri_loss[loss=0.2118, simple_loss=0.2949, pruned_loss=0.06438, over 12420.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.007465, over 30.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3055, pruned_loss=0.07408, over 2473547.72 frames. utt_duration=571.7 frames, utt_pad_proportion=0.0594, over 17350.75 utterances.], libri_tot_loss[loss=0.2461, simple_loss=0.3187, pruned_loss=0.08672, over 2467952.46 frames. utt_duration=1250 frames, utt_pad_proportion=0.05843, over 7906.58 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.304, pruned_loss=0.0729, over 2474371.55 frames. utt_duration=541.5 frames, utt_pad_proportion=0.06035, over 18327.20 utterances.], batch size: 30, lr: 5.72e-04
2022-08-23 04:40:12,752 INFO [train.py:927] (6/8) Epoch 5, batch 22750, giga_loss[loss=0.2039, simple_loss=0.2815, pruned_loss=0.06313, over 12189.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.02997, over 39.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3071, pruned_loss=0.07503, over 2472465.37 frames. utt_duration=563.4 frames, utt_pad_proportion=0.0633, over 17601.24 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3194, pruned_loss=0.08739, over 2468236.12 frames. utt_duration=1226 frames, utt_pad_proportion=0.06656, over 8063.23 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3051, pruned_loss=0.07326, over 2472949.26 frames. utt_duration=538.8 frames, utt_pad_proportion=0.0606, over 18409.20 utterances.], batch size: 39, lr: 5.72e-04
2022-08-23 04:41:52,910 INFO [train.py:927] (6/8) Epoch 5, batch 22800, giga_loss[loss=0.214, simple_loss=0.2998, pruned_loss=0.06413, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04474, over 34.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3079, pruned_loss=0.07525, over 2472813.42 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06167, over 17065.72 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3191, pruned_loss=0.08731, over 2467794.52 frames. utt_duration=1228 frames, utt_pad_proportion=0.06449, over 8047.24 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.306, pruned_loss=0.0733, over 2473841.26 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06026, over 18159.88 utterances.], batch size: 34, lr: 5.72e-04
2022-08-23 04:43:33,424 INFO [train.py:927] (6/8) Epoch 5, batch 22850, giga_loss[loss=0.2207, simple_loss=0.2926, pruned_loss=0.07441, over 12395.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.04115, over 37.00 utterances.], tot_loss[loss=0.2297, simple_loss=0.3084, pruned_loss=0.07552, over 2472756.26 frames. utt_duration=596.3 frames, utt_pad_proportion=0.05781, over 16629.19 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3193, pruned_loss=0.08752, over 2467966.96 frames. utt_duration=1231 frames, utt_pad_proportion=0.06376, over 8030.60 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3066, pruned_loss=0.07363, over 2473472.51 frames. utt_duration=562.8 frames, utt_pad_proportion=0.05713, over 17627.12 utterances.], batch size: 37, lr: 5.72e-04
2022-08-23 04:45:16,534 INFO [train.py:927] (6/8) Epoch 5, batch 22900, giga_loss[loss=0.2132, simple_loss=0.2876, pruned_loss=0.06943, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02832, over 45.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.308, pruned_loss=0.07525, over 2472652.32 frames. utt_duration=607 frames, utt_pad_proportion=0.05962, over 16333.67 utterances.], libri_tot_loss[loss=0.2478, simple_loss=0.3199, pruned_loss=0.08783, over 2468064.21 frames. utt_duration=1233 frames, utt_pad_proportion=0.06253, over 8016.01 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3058, pruned_loss=0.07321, over 2473221.93 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05944, over 17329.50 utterances.], batch size: 45, lr: 5.72e-04
2022-08-23 04:46:58,198 INFO [train.py:927] (6/8) Epoch 5, batch 22950, giga_loss[loss=0.2286, simple_loss=0.3101, pruned_loss=0.07355, over 12174.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.04005, over 33.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3056, pruned_loss=0.0743, over 2472783.36 frames. utt_duration=616.7 frames, utt_pad_proportion=0.05926, over 16078.35 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3198, pruned_loss=0.08772, over 2467772.93 frames. utt_duration=1240 frames, utt_pad_proportion=0.06119, over 7970.15 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3036, pruned_loss=0.0724, over 2473643.24 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05972, over 17155.45 utterances.], batch size: 33, lr: 5.72e-04
2022-08-23 04:48:39,182 INFO [train.py:927] (6/8) Epoch 5, batch 23000, giga_loss[loss=0.1953, simple_loss=0.274, pruned_loss=0.05833, over 12225.00 frames. utt_duration=1483 frames, utt_pad_proportion=0.03474, over 33.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3042, pruned_loss=0.07269, over 2471817.27 frames. utt_duration=619.5 frames, utt_pad_proportion=0.0584, over 15997.33 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.3191, pruned_loss=0.08732, over 2467690.47 frames. utt_duration=1247 frames, utt_pad_proportion=0.05998, over 7922.65 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3027, pruned_loss=0.07113, over 2472722.54 frames. utt_duration=579.3 frames, utt_pad_proportion=0.05929, over 17118.36 utterances.], batch size: 33, lr: 5.71e-04
2022-08-23 04:50:20,130 INFO [train.py:927] (6/8) Epoch 5, batch 23050, giga_loss[loss=0.2936, simple_loss=0.357, pruned_loss=0.1151, over 12374.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.105, over 258.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3066, pruned_loss=0.07394, over 2471992.34 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06101, over 16951.29 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3193, pruned_loss=0.0875, over 2467819.19 frames. utt_duration=1238 frames, utt_pad_proportion=0.06296, over 7986.41 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3049, pruned_loss=0.07209, over 2472751.61 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06029, over 18059.02 utterances.], batch size: 258, lr: 5.71e-04
2022-08-23 04:52:00,159 INFO [train.py:927] (6/8) Epoch 5, batch 23100, giga_loss[loss=0.2212, simple_loss=0.2833, pruned_loss=0.07956, over 12451.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03608, over 40.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3052, pruned_loss=0.07444, over 2472609.11 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06219, over 17120.20 utterances.], libri_tot_loss[loss=0.2469, simple_loss=0.319, pruned_loss=0.08735, over 2467569.50 frames. utt_duration=1240 frames, utt_pad_proportion=0.06265, over 7966.61 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3039, pruned_loss=0.073, over 2473468.68 frames. utt_duration=548.4 frames, utt_pad_proportion=0.06168, over 18090.51 utterances.], batch size: 40, lr: 5.71e-04
2022-08-23 04:53:44,637 INFO [train.py:927] (6/8) Epoch 5, batch 23150, giga_loss[loss=0.2113, simple_loss=0.2912, pruned_loss=0.06569, over 12353.00 frames. utt_duration=798.2 frames, utt_pad_proportion=0.03361, over 62.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3051, pruned_loss=0.07549, over 2473248.61 frames. utt_duration=557.2 frames, utt_pad_proportion=0.05873, over 17801.39 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3196, pruned_loss=0.0876, over 2467635.65 frames. utt_duration=1241 frames, utt_pad_proportion=0.06239, over 7964.78 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3035, pruned_loss=0.07408, over 2473888.27 frames. utt_duration=533.4 frames, utt_pad_proportion=0.05857, over 18603.77 utterances.], batch size: 62, lr: 5.71e-04
2022-08-23 04:55:24,498 INFO [train.py:927] (6/8) Epoch 5, batch 23200, giga_loss[loss=0.2234, simple_loss=0.2939, pruned_loss=0.07641, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02536, over 45.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3046, pruned_loss=0.07544, over 2473732.78 frames. utt_duration=556.2 frames, utt_pad_proportion=0.0554, over 17839.98 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3201, pruned_loss=0.08753, over 2467781.30 frames. utt_duration=1243 frames, utt_pad_proportion=0.06174, over 7953.41 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3027, pruned_loss=0.07422, over 2474185.15 frames. utt_duration=532.8 frames, utt_pad_proportion=0.05563, over 18627.68 utterances.], batch size: 45, lr: 5.71e-04
2022-08-23 04:57:03,523 INFO [train.py:927] (6/8) Epoch 5, batch 23250, libri_loss[loss=0.2029, simple_loss=0.2887, pruned_loss=0.05854, over 12343.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006294, over 33.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3004, pruned_loss=0.0735, over 2473658.32 frames. utt_duration=552.2 frames, utt_pad_proportion=0.05476, over 17965.86 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3199, pruned_loss=0.08742, over 2467476.70 frames. utt_duration=1246 frames, utt_pad_proportion=0.06105, over 7933.22 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.2988, pruned_loss=0.07245, over 2474385.75 frames. utt_duration=529.4 frames, utt_pad_proportion=0.05521, over 18747.58 utterances.], batch size: 33, lr: 5.71e-04
2022-08-23 04:58:42,414 INFO [train.py:927] (6/8) Epoch 5, batch 23300, libri_loss[loss=0.249, simple_loss=0.317, pruned_loss=0.09052, over 12411.00 frames. utt_duration=765.3 frames, utt_pad_proportion=0.1313, over 65.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3, pruned_loss=0.07277, over 2473852.25 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05293, over 17726.06 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3198, pruned_loss=0.08728, over 2467578.89 frames. utt_duration=1244 frames, utt_pad_proportion=0.0612, over 7942.33 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.2986, pruned_loss=0.07186, over 2474405.18 frames. utt_duration=537.3 frames, utt_pad_proportion=0.05322, over 18473.83 utterances.], batch size: 65, lr: 5.71e-04
2022-08-23 05:00:25,452 INFO [train.py:927] (6/8) Epoch 5, batch 23350, giga_loss[loss=0.2107, simple_loss=0.297, pruned_loss=0.06219, over 12401.00 frames. utt_duration=856.8 frames, utt_pad_proportion=0.02854, over 58.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.302, pruned_loss=0.07324, over 2474094.89 frames. utt_duration=571.3 frames, utt_pad_proportion=0.05085, over 17368.28 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3199, pruned_loss=0.08734, over 2467639.99 frames. utt_duration=1244 frames, utt_pad_proportion=0.061, over 7945.62 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07242, over 2474503.81 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05121, over 17990.32 utterances.], batch size: 58, lr: 5.71e-04
2022-08-23 05:02:06,921 INFO [train.py:927] (6/8) Epoch 5, batch 23400, giga_loss[loss=0.2658, simple_loss=0.3403, pruned_loss=0.09561, over 12401.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03971, over 133.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.3051, pruned_loss=0.07481, over 2473084.27 frames. utt_duration=564.5 frames, utt_pad_proportion=0.05704, over 17570.91 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3197, pruned_loss=0.08726, over 2467320.30 frames. utt_duration=1250 frames, utt_pad_proportion=0.05946, over 7903.14 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3036, pruned_loss=0.0738, over 2473890.21 frames. utt_duration=539.2 frames, utt_pad_proportion=0.05761, over 18404.52 utterances.], batch size: 133, lr: 5.71e-04
2022-08-23 05:03:54,209 INFO [train.py:927] (6/8) Epoch 5, batch 23450, giga_loss[loss=0.2942, simple_loss=0.3623, pruned_loss=0.1131, over 12433.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04171, over 114.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.319, pruned_loss=0.08709, over 2473152.19 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06286, over 18885.41 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3211, pruned_loss=0.0876, over 2467185.51 frames. utt_duration=1252 frames, utt_pad_proportion=0.05883, over 7893.29 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3165, pruned_loss=0.08591, over 2474026.99 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06331, over 19754.11 utterances.], batch size: 114, lr: 5.70e-04
2022-08-23 05:05:37,745 INFO [train.py:927] (6/8) Epoch 5, batch 23500, giga_loss[loss=0.3123, simple_loss=0.3653, pruned_loss=0.1297, over 12439.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03576, over 123.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3241, pruned_loss=0.09012, over 2473642.26 frames. utt_duration=534.5 frames, utt_pad_proportion=0.0615, over 18562.31 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3207, pruned_loss=0.08751, over 2467360.87 frames. utt_duration=1254 frames, utt_pad_proportion=0.05802, over 7877.12 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3224, pruned_loss=0.08929, over 2474330.05 frames. utt_duration=508.7 frames, utt_pad_proportion=0.06224, over 19512.56 utterances.], batch size: 123, lr: 5.70e-04
2022-08-23 05:07:23,689 INFO [train.py:927] (6/8) Epoch 5, batch 23550, libri_loss[loss=0.2632, simple_loss=0.3183, pruned_loss=0.104, over 12135.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005628, over 32.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.3327, pruned_loss=0.09742, over 2473240.18 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07152, over 20254.45 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3209, pruned_loss=0.08777, over 2467261.39 frames. utt_duration=1253 frames, utt_pad_proportion=0.05756, over 7887.45 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3315, pruned_loss=0.09671, over 2474066.51 frames. utt_duration=465.3 frames, utt_pad_proportion=0.07195, over 21335.74 utterances.], batch size: 32, lr: 5.70e-04
2022-08-23 05:09:08,293 INFO [train.py:927] (6/8) Epoch 5, batch 23600, giga_loss[loss=0.2531, simple_loss=0.3278, pruned_loss=0.0892, over 12442.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03558, over 105.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3371, pruned_loss=0.1011, over 2473813.50 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07416, over 20954.55 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3211, pruned_loss=0.08783, over 2467540.11 frames. utt_duration=1249 frames, utt_pad_proportion=0.05753, over 7913.73 utterances.], giga_tot_loss[loss=0.2688, simple_loss=0.3362, pruned_loss=0.1007, over 2474332.71 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07446, over 22000.79 utterances.], batch size: 105, lr: 5.70e-04
2022-08-23 05:10:56,234 INFO [train.py:927] (6/8) Epoch 5, batch 23650, giga_loss[loss=0.3753, simple_loss=0.4016, pruned_loss=0.1744, over 12335.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2002, over 367.00 utterances.], tot_loss[loss=0.2759, simple_loss=0.3408, pruned_loss=0.1055, over 2473717.41 frames. utt_duration=450.4 frames, utt_pad_proportion=0.08139, over 22040.68 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3207, pruned_loss=0.08757, over 2467583.14 frames. utt_duration=1251 frames, utt_pad_proportion=0.05706, over 7899.10 utterances.], giga_tot_loss[loss=0.2759, simple_loss=0.3406, pruned_loss=0.1056, over 2474165.60 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08153, over 23065.46 utterances.], batch size: 367, lr: 5.70e-04
2022-08-23 05:12:48,367 INFO [train.py:927] (6/8) Epoch 5, batch 23700, giga_loss[loss=0.3012, simple_loss=0.355, pruned_loss=0.1237, over 12368.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04261, over 133.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3448, pruned_loss=0.1084, over 2474400.65 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07728, over 22254.49 utterances.], libri_tot_loss[loss=0.2476, simple_loss=0.3204, pruned_loss=0.08739, over 2467581.93 frames. utt_duration=1254 frames, utt_pad_proportion=0.05671, over 7878.16 utterances.], giga_tot_loss[loss=0.2814, simple_loss=0.3451, pruned_loss=0.1088, over 2474800.71 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07771, over 23198.17 utterances.], batch size: 133, lr: 5.70e-04
2022-08-23 05:14:34,677 INFO [train.py:927] (6/8) Epoch 5, batch 23750, giga_loss[loss=0.3561, simple_loss=0.4027, pruned_loss=0.1548, over 12400.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05633, over 162.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3443, pruned_loss=0.1085, over 2475189.24 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07746, over 21934.90 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3203, pruned_loss=0.08737, over 2467456.19 frames. utt_duration=1256 frames, utt_pad_proportion=0.05633, over 7869.37 utterances.], giga_tot_loss[loss=0.2815, simple_loss=0.3449, pruned_loss=0.1091, over 2475688.33 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07796, over 22810.89 utterances.], batch size: 162, lr: 5.70e-04
2022-08-23 05:16:18,435 INFO [train.py:927] (6/8) Epoch 5, batch 23800, giga_loss[loss=0.3001, simple_loss=0.3657, pruned_loss=0.1172, over 12374.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.03838, over 113.00 utterances.], tot_loss[loss=0.2814, simple_loss=0.3457, pruned_loss=0.1086, over 2475416.04 frames. utt_duration=445 frames, utt_pad_proportion=0.07742, over 22323.34 utterances.], libri_tot_loss[loss=0.2475, simple_loss=0.3201, pruned_loss=0.08744, over 2467315.78 frames. utt_duration=1259 frames, utt_pad_proportion=0.05572, over 7850.39 utterances.], giga_tot_loss[loss=0.2826, simple_loss=0.3467, pruned_loss=0.1092, over 2476047.28 frames. utt_duration=428 frames, utt_pad_proportion=0.07806, over 23218.56 utterances.], batch size: 113, lr: 5.70e-04
2022-08-23 05:18:03,601 INFO [train.py:927] (6/8) Epoch 5, batch 23850, giga_loss[loss=0.3809, simple_loss=0.4103, pruned_loss=0.1758, over 12384.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1105, over 260.00 utterances.], tot_loss[loss=0.2817, simple_loss=0.3459, pruned_loss=0.1088, over 2475721.92 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08211, over 22934.65 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.32, pruned_loss=0.08735, over 2467588.52 frames. utt_duration=1263 frames, utt_pad_proportion=0.05449, over 7826.45 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3478, pruned_loss=0.1102, over 2476296.40 frames. utt_duration=409.8 frames, utt_pad_proportion=0.08313, over 24255.32 utterances.], batch size: 260, lr: 5.70e-04
2022-08-23 05:19:52,955 INFO [train.py:927] (6/8) Epoch 5, batch 23900, giga_loss[loss=0.2387, simple_loss=0.3245, pruned_loss=0.07645, over 12378.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03175, over 62.00 utterances.], tot_loss[loss=0.2772, simple_loss=0.3435, pruned_loss=0.1054, over 2475304.46 frames. utt_duration=429.2 frames, utt_pad_proportion=0.08258, over 23147.45 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3197, pruned_loss=0.08715, over 2467173.16 frames. utt_duration=1262 frames, utt_pad_proportion=0.05439, over 7826.16 utterances.], giga_tot_loss[loss=0.2801, simple_loss=0.3458, pruned_loss=0.1072, over 2476300.78 frames. utt_duration=405.2 frames, utt_pad_proportion=0.08358, over 24533.95 utterances.], batch size: 62, lr: 5.69e-04
2022-08-23 05:21:37,870 INFO [train.py:927] (6/8) Epoch 5, batch 23950, giga_loss[loss=0.2736, simple_loss=0.3352, pruned_loss=0.106, over 12336.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02548, over 45.00 utterances.], tot_loss[loss=0.2725, simple_loss=0.3399, pruned_loss=0.1026, over 2474137.59 frames. utt_duration=441.6 frames, utt_pad_proportion=0.08019, over 22486.52 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3192, pruned_loss=0.08689, over 2467308.77 frames. utt_duration=1267 frames, utt_pad_proportion=0.05309, over 7800.21 utterances.], giga_tot_loss[loss=0.2763, simple_loss=0.343, pruned_loss=0.1048, over 2475098.22 frames. utt_duration=411.1 frames, utt_pad_proportion=0.08177, over 24164.67 utterances.], batch size: 45, lr: 5.69e-04
2022-08-23 05:23:20,059 INFO [train.py:927] (6/8) Epoch 5, batch 24000, giga_loss[loss=0.2774, simple_loss=0.3444, pruned_loss=0.1052, over 12407.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03812, over 113.00 utterances.], tot_loss[loss=0.2688, simple_loss=0.3373, pruned_loss=0.1001, over 2474181.29 frames. utt_duration=461 frames, utt_pad_proportion=0.07631, over 21534.04 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3192, pruned_loss=0.08707, over 2467317.28 frames. utt_duration=1262 frames, utt_pad_proportion=0.05311, over 7829.95 utterances.], giga_tot_loss[loss=0.2723, simple_loss=0.3403, pruned_loss=0.1022, over 2475117.86 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07811, over 23218.12 utterances.], batch size: 113, lr: 5.69e-04
2022-08-23 05:23:20,061 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 05:23:34,702 INFO [train.py:967] (6/8) Epoch 5, validation: loss=0.1896, simple_loss=0.2996, pruned_loss=0.03985, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 05:25:28,153 INFO [train.py:927] (6/8) Epoch 5, batch 24050, giga_loss[loss=0.2722, simple_loss=0.343, pruned_loss=0.1007, over 12449.00 frames. utt_duration=624 frames, utt_pad_proportion=0.02963, over 80.00 utterances.], tot_loss[loss=0.2668, simple_loss=0.3362, pruned_loss=0.09874, over 2474111.45 frames. utt_duration=449.7 frames, utt_pad_proportion=0.08042, over 22076.50 utterances.], libri_tot_loss[loss=0.2465, simple_loss=0.3194, pruned_loss=0.08684, over 2467203.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05258, over 7815.48 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.3386, pruned_loss=0.1008, over 2475073.40 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08187, over 23672.82 utterances.], batch size: 80, lr: 5.69e-04
2022-08-23 05:27:11,288 INFO [train.py:927] (6/8) Epoch 5, batch 24100, giga_loss[loss=0.2726, simple_loss=0.3508, pruned_loss=0.0972, over 12375.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03134, over 62.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3377, pruned_loss=0.09734, over 2474943.01 frames. utt_duration=442.1 frames, utt_pad_proportion=0.08125, over 22466.69 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3202, pruned_loss=0.08714, over 2467135.58 frames. utt_duration=1258 frames, utt_pad_proportion=0.05341, over 7852.90 utterances.], giga_tot_loss[loss=0.2686, simple_loss=0.3394, pruned_loss=0.09892, over 2475927.75 frames. utt_duration=413.7 frames, utt_pad_proportion=0.08232, over 24021.31 utterances.], batch size: 62, lr: 5.69e-04
2022-08-23 05:28:56,919 INFO [train.py:927] (6/8) Epoch 5, batch 24150, giga_loss[loss=0.2716, simple_loss=0.343, pruned_loss=0.1001, over 12347.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.04868, over 26.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3368, pruned_loss=0.09634, over 2474189.31 frames. utt_duration=469.8 frames, utt_pad_proportion=0.07502, over 21127.99 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3202, pruned_loss=0.08714, over 2467167.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.05301, over 7841.39 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3383, pruned_loss=0.09767, over 2474995.89 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07647, over 22480.04 utterances.], batch size: 26, lr: 5.69e-04
2022-08-23 05:30:43,076 INFO [train.py:927] (6/8) Epoch 5, batch 24200, giga_loss[loss=0.2648, simple_loss=0.3292, pruned_loss=0.1002, over 12386.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04539, over 146.00 utterances.], tot_loss[loss=0.2638, simple_loss=0.335, pruned_loss=0.09624, over 2474321.63 frames. utt_duration=467 frames, utt_pad_proportion=0.07156, over 21257.44 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3199, pruned_loss=0.08707, over 2467154.99 frames. utt_duration=1263 frames, utt_pad_proportion=0.05265, over 7825.03 utterances.], giga_tot_loss[loss=0.2657, simple_loss=0.3365, pruned_loss=0.09742, over 2475036.90 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07303, over 22446.36 utterances.], batch size: 146, lr: 5.69e-04
2022-08-23 05:32:32,268 INFO [train.py:927] (6/8) Epoch 5, batch 24250, giga_loss[loss=0.2465, simple_loss=0.3307, pruned_loss=0.08113, over 12235.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03115, over 42.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3331, pruned_loss=0.09459, over 2473002.54 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07693, over 21071.31 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3199, pruned_loss=0.08707, over 2467050.53 frames. utt_duration=1266 frames, utt_pad_proportion=0.05207, over 7806.77 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3345, pruned_loss=0.09563, over 2473748.03 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07812, over 22200.08 utterances.], batch size: 42, lr: 5.69e-04
2022-08-23 05:34:14,153 INFO [train.py:927] (6/8) Epoch 5, batch 24300, giga_loss[loss=0.2274, simple_loss=0.3068, pruned_loss=0.074, over 12439.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.0463, over 34.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3327, pruned_loss=0.09296, over 2473742.45 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06968, over 20050.53 utterances.], libri_tot_loss[loss=0.247, simple_loss=0.3198, pruned_loss=0.08705, over 2466957.45 frames. utt_duration=1267 frames, utt_pad_proportion=0.05167, over 7795.72 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3339, pruned_loss=0.09386, over 2474479.21 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07117, over 21061.46 utterances.], batch size: 34, lr: 5.69e-04
2022-08-23 05:35:58,635 INFO [train.py:927] (6/8) Epoch 5, batch 24350, giga_loss[loss=0.2656, simple_loss=0.3415, pruned_loss=0.09489, over 12366.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02872, over 91.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.33, pruned_loss=0.09221, over 2473340.81 frames. utt_duration=505.6 frames, utt_pad_proportion=0.07257, over 19625.04 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3195, pruned_loss=0.08698, over 2466356.74 frames. utt_duration=1277 frames, utt_pad_proportion=0.05013, over 7736.03 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3317, pruned_loss=0.09323, over 2474718.71 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07432, over 20969.39 utterances.], batch size: 91, lr: 5.68e-04
2022-08-23 05:37:40,188 INFO [train.py:927] (6/8) Epoch 5, batch 24400, giga_loss[loss=0.2612, simple_loss=0.3344, pruned_loss=0.09396, over 12381.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02508, over 66.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3284, pruned_loss=0.09192, over 2472699.85 frames. utt_duration=526.7 frames, utt_pad_proportion=0.07238, over 18830.63 utterances.], libri_tot_loss[loss=0.2474, simple_loss=0.3198, pruned_loss=0.08745, over 2466243.81 frames. utt_duration=1243 frames, utt_pad_proportion=0.06135, over 7947.68 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3301, pruned_loss=0.09265, over 2474350.44 frames. utt_duration=487.1 frames, utt_pad_proportion=0.07062, over 20380.83 utterances.], batch size: 66, lr: 5.68e-04
2022-08-23 05:39:24,492 INFO [train.py:927] (6/8) Epoch 5, batch 24450, giga_loss[loss=0.2592, simple_loss=0.3167, pruned_loss=0.1009, over 12348.00 frames. utt_duration=134.8 frames, utt_pad_proportion=0.2071, over 370.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.326, pruned_loss=0.09115, over 2473660.39 frames. utt_duration=529.7 frames, utt_pad_proportion=0.0696, over 18729.65 utterances.], libri_tot_loss[loss=0.2467, simple_loss=0.3192, pruned_loss=0.08709, over 2466548.66 frames. utt_duration=1245 frames, utt_pad_proportion=0.06045, over 7936.53 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3282, pruned_loss=0.09215, over 2474890.86 frames. utt_duration=489.8 frames, utt_pad_proportion=0.06875, over 20270.56 utterances.], batch size: 370, lr: 5.68e-04
2022-08-23 05:41:09,377 INFO [train.py:927] (6/8) Epoch 5, batch 24500, giga_loss[loss=0.2541, simple_loss=0.3305, pruned_loss=0.08884, over 12388.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03915, over 113.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3249, pruned_loss=0.09097, over 2473772.51 frames. utt_duration=529.7 frames, utt_pad_proportion=0.06956, over 18730.33 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3193, pruned_loss=0.08713, over 2466782.24 frames. utt_duration=1245 frames, utt_pad_proportion=0.05987, over 7933.54 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3266, pruned_loss=0.09178, over 2474638.64 frames. utt_duration=494 frames, utt_pad_proportion=0.06913, over 20093.86 utterances.], batch size: 113, lr: 5.68e-04
2022-08-23 05:42:53,150 INFO [train.py:927] (6/8) Epoch 5, batch 24550, libri_loss[loss=0.3549, simple_loss=0.5319, pruned_loss=0.08891, over 12282.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006464, over 32.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3267, pruned_loss=0.09013, over 2474106.19 frames. utt_duration=541.2 frames, utt_pad_proportion=0.07019, over 18336.20 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3209, pruned_loss=0.08723, over 2466961.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.05892, over 7924.86 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3267, pruned_loss=0.09075, over 2474771.99 frames. utt_duration=506.1 frames, utt_pad_proportion=0.07022, over 19614.50 utterances.], batch size: 32, lr: 5.68e-04
2022-08-23 05:44:35,751 INFO [train.py:927] (6/8) Epoch 5, batch 24600, giga_loss[loss=0.2235, simple_loss=0.3115, pruned_loss=0.06773, over 12451.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03436, over 98.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3285, pruned_loss=0.09049, over 2474074.52 frames. utt_duration=530.8 frames, utt_pad_proportion=0.07271, over 18694.63 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3222, pruned_loss=0.08743, over 2467211.08 frames. utt_duration=1239 frames, utt_pad_proportion=0.06187, over 7974.41 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3275, pruned_loss=0.09091, over 2474604.75 frames. utt_duration=496.2 frames, utt_pad_proportion=0.07175, over 20005.14 utterances.], batch size: 98, lr: 5.68e-04
2022-08-23 05:46:23,344 INFO [train.py:927] (6/8) Epoch 5, batch 24650, giga_loss[loss=0.2424, simple_loss=0.3115, pruned_loss=0.08671, over 12154.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.03668, over 33.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3296, pruned_loss=0.09245, over 2473976.63 frames. utt_duration=535.1 frames, utt_pad_proportion=0.0673, over 18542.74 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3221, pruned_loss=0.08745, over 2467575.23 frames. utt_duration=1239 frames, utt_pad_proportion=0.06112, over 7973.90 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3291, pruned_loss=0.09284, over 2474203.63 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06718, over 19766.33 utterances.], batch size: 33, lr: 5.68e-04
2022-08-23 05:48:07,774 INFO [train.py:927] (6/8) Epoch 5, batch 24700, giga_loss[loss=0.2582, simple_loss=0.3292, pruned_loss=0.09356, over 12405.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04367, over 146.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3302, pruned_loss=0.09454, over 2474525.72 frames. utt_duration=521.1 frames, utt_pad_proportion=0.06607, over 19046.64 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3219, pruned_loss=0.08742, over 2467893.75 frames. utt_duration=1241 frames, utt_pad_proportion=0.06047, over 7963.42 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.33, pruned_loss=0.09495, over 2474509.46 frames. utt_duration=492.1 frames, utt_pad_proportion=0.06631, over 20171.48 utterances.], batch size: 146, lr: 5.68e-04
2022-08-23 05:49:51,808 INFO [train.py:927] (6/8) Epoch 5, batch 24750, giga_loss[loss=0.3255, simple_loss=0.3823, pruned_loss=0.1344, over 12359.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1973, over 366.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3305, pruned_loss=0.09551, over 2474886.23 frames. utt_duration=504.3 frames, utt_pad_proportion=0.07021, over 19688.67 utterances.], libri_tot_loss[loss=0.2484, simple_loss=0.3218, pruned_loss=0.08747, over 2468383.54 frames. utt_duration=1238 frames, utt_pad_proportion=0.05995, over 7985.79 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3308, pruned_loss=0.09606, over 2474626.43 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07045, over 20931.24 utterances.], batch size: 366, lr: 5.68e-04
2022-08-23 05:51:32,056 INFO [train.py:927] (6/8) Epoch 5, batch 24800, giga_loss[loss=0.2275, simple_loss=0.2984, pruned_loss=0.07833, over 12326.00 frames. utt_duration=581.8 frames, utt_pad_proportion=0.03355, over 85.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3294, pruned_loss=0.0937, over 2474530.65 frames. utt_duration=502.8 frames, utt_pad_proportion=0.07173, over 19744.23 utterances.], libri_tot_loss[loss=0.248, simple_loss=0.3213, pruned_loss=0.0873, over 2468024.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.06245, over 8031.83 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3303, pruned_loss=0.09455, over 2474841.06 frames. utt_duration=470.3 frames, utt_pad_proportion=0.0711, over 21113.41 utterances.], batch size: 85, lr: 5.67e-04
2022-08-23 05:53:20,918 INFO [train.py:927] (6/8) Epoch 5, batch 24850, giga_loss[loss=0.2433, simple_loss=0.3154, pruned_loss=0.08563, over 12448.00 frames. utt_duration=509.8 frames, utt_pad_proportion=0.03454, over 98.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3284, pruned_loss=0.09288, over 2474744.52 frames. utt_duration=501 frames, utt_pad_proportion=0.07148, over 19817.99 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3222, pruned_loss=0.08757, over 2467875.09 frames. utt_duration=1218 frames, utt_pad_proportion=0.06662, over 8115.04 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3285, pruned_loss=0.0934, over 2475196.94 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06972, over 20983.65 utterances.], batch size: 98, lr: 5.67e-04
2022-08-23 05:55:05,746 INFO [train.py:927] (6/8) Epoch 5, batch 24900, giga_loss[loss=0.3256, simple_loss=0.372, pruned_loss=0.1396, over 12414.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05683, over 182.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3282, pruned_loss=0.09312, over 2474225.77 frames. utt_duration=491.2 frames, utt_pad_proportion=0.07273, over 20208.95 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3225, pruned_loss=0.08757, over 2467757.72 frames. utt_duration=1219 frames, utt_pad_proportion=0.06637, over 8108.46 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.328, pruned_loss=0.09355, over 2474726.71 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07142, over 21187.21 utterances.], batch size: 182, lr: 5.67e-04
2022-08-23 05:56:52,245 INFO [train.py:927] (6/8) Epoch 5, batch 24950, giga_loss[loss=0.2559, simple_loss=0.3479, pruned_loss=0.0819, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02825, over 48.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.333, pruned_loss=0.09479, over 2474250.16 frames. utt_duration=504.8 frames, utt_pad_proportion=0.0729, over 19661.90 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.3234, pruned_loss=0.08838, over 2467788.19 frames. utt_duration=1200 frames, utt_pad_proportion=0.07297, over 8238.80 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3323, pruned_loss=0.09467, over 2474942.43 frames. utt_duration=475.7 frames, utt_pad_proportion=0.06946, over 20875.17 utterances.], batch size: 48, lr: 5.67e-04
2022-08-23 05:58:35,315 INFO [train.py:927] (6/8) Epoch 5, batch 25000, giga_loss[loss=0.269, simple_loss=0.3433, pruned_loss=0.09732, over 12446.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.03026, over 55.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3347, pruned_loss=0.09532, over 2474586.09 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07941, over 20674.33 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3233, pruned_loss=0.08835, over 2467915.06 frames. utt_duration=1203 frames, utt_pad_proportion=0.07214, over 8217.35 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3345, pruned_loss=0.09534, over 2475095.14 frames. utt_duration=455.3 frames, utt_pad_proportion=0.0768, over 21812.22 utterances.], batch size: 55, lr: 5.67e-04
2022-08-23 06:00:19,918 INFO [train.py:927] (6/8) Epoch 5, batch 25050, giga_loss[loss=0.2825, simple_loss=0.3448, pruned_loss=0.1101, over 12354.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03222, over 97.00 utterances.], tot_loss[loss=0.2663, simple_loss=0.337, pruned_loss=0.09783, over 2474612.67 frames. utt_duration=463.2 frames, utt_pad_proportion=0.08066, over 21437.47 utterances.], libri_tot_loss[loss=0.2497, simple_loss=0.3229, pruned_loss=0.08825, over 2467920.18 frames. utt_duration=1206 frames, utt_pad_proportion=0.07141, over 8198.18 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.3372, pruned_loss=0.09802, over 2475088.08 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07887, over 22513.04 utterances.], batch size: 97, lr: 5.67e-04
2022-08-23 06:02:05,113 INFO [train.py:927] (6/8) Epoch 5, batch 25100, giga_loss[loss=0.2403, simple_loss=0.303, pruned_loss=0.08882, over 12252.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03148, over 45.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3359, pruned_loss=0.09815, over 2474307.27 frames. utt_duration=468.4 frames, utt_pad_proportion=0.08075, over 21195.18 utterances.], libri_tot_loss[loss=0.2498, simple_loss=0.3229, pruned_loss=0.0883, over 2468082.75 frames. utt_duration=1205 frames, utt_pad_proportion=0.07058, over 8205.92 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3365, pruned_loss=0.09859, over 2474775.01 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07968, over 22477.70 utterances.], batch size: 45, lr: 5.67e-04
2022-08-23 06:03:54,029 INFO [train.py:927] (6/8) Epoch 5, batch 25150, giga_loss[loss=0.2446, simple_loss=0.3168, pruned_loss=0.08621, over 12446.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03117, over 80.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3342, pruned_loss=0.09773, over 2474601.28 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07381, over 20864.98 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3224, pruned_loss=0.08806, over 2467962.37 frames. utt_duration=1206 frames, utt_pad_proportion=0.06954, over 8198.48 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3356, pruned_loss=0.09859, over 2475281.31 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07375, over 22306.64 utterances.], batch size: 80, lr: 5.67e-04
2022-08-23 06:05:37,037 INFO [train.py:927] (6/8) Epoch 5, batch 25200, giga_loss[loss=0.2133, simple_loss=0.298, pruned_loss=0.06427, over 12343.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03302, over 58.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3339, pruned_loss=0.09784, over 2474711.70 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07314, over 21066.07 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3225, pruned_loss=0.08811, over 2467806.33 frames. utt_duration=1204 frames, utt_pad_proportion=0.06901, over 8206.69 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3352, pruned_loss=0.09872, over 2475549.67 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07338, over 22512.08 utterances.], batch size: 58, lr: 5.67e-04
2022-08-23 06:07:20,239 INFO [train.py:927] (6/8) Epoch 5, batch 25250, giga_loss[loss=0.264, simple_loss=0.3362, pruned_loss=0.09585, over 12385.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05203, over 161.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3324, pruned_loss=0.09754, over 2474611.27 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07708, over 21214.41 utterances.], libri_tot_loss[loss=0.2493, simple_loss=0.3224, pruned_loss=0.0881, over 2467886.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.06792, over 8187.70 utterances.], giga_tot_loss[loss=0.2653, simple_loss=0.3337, pruned_loss=0.09843, over 2475325.68 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07745, over 22623.85 utterances.], batch size: 161, lr: 5.66e-04
2022-08-23 06:09:02,219 INFO [train.py:927] (6/8) Epoch 5, batch 25300, giga_loss[loss=0.2662, simple_loss=0.3305, pruned_loss=0.1009, over 12379.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03493, over 80.00 utterances.], tot_loss[loss=0.2637, simple_loss=0.3326, pruned_loss=0.09742, over 2474992.54 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07608, over 21381.13 utterances.], libri_tot_loss[loss=0.2495, simple_loss=0.3226, pruned_loss=0.0882, over 2467818.02 frames. utt_duration=1206 frames, utt_pad_proportion=0.06738, over 8192.09 utterances.], giga_tot_loss[loss=0.2651, simple_loss=0.3337, pruned_loss=0.09824, over 2475762.10 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07667, over 22784.28 utterances.], batch size: 80, lr: 5.66e-04
2022-08-23 06:10:49,090 INFO [train.py:927] (6/8) Epoch 5, batch 25350, giga_loss[loss=0.2618, simple_loss=0.3562, pruned_loss=0.08366, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0291, over 45.00 utterances.], tot_loss[loss=0.266, simple_loss=0.3342, pruned_loss=0.09895, over 2474865.50 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07989, over 22011.47 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3225, pruned_loss=0.08811, over 2467863.07 frames. utt_duration=1205 frames, utt_pad_proportion=0.06711, over 8200.12 utterances.], giga_tot_loss[loss=0.2674, simple_loss=0.3352, pruned_loss=0.09974, over 2475489.98 frames. utt_duration=428 frames, utt_pad_proportion=0.08024, over 23213.78 utterances.], batch size: 45, lr: 5.66e-04
2022-08-23 06:12:31,698 INFO [train.py:927] (6/8) Epoch 5, batch 25400, giga_loss[loss=0.2447, simple_loss=0.3361, pruned_loss=0.07668, over 12380.00 frames. utt_duration=855.3 frames, utt_pad_proportion=0.03028, over 58.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3348, pruned_loss=0.09621, over 2474470.52 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07594, over 21060.78 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.322, pruned_loss=0.08782, over 2467871.23 frames. utt_duration=1207 frames, utt_pad_proportion=0.06634, over 8185.62 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3363, pruned_loss=0.09735, over 2475158.73 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07679, over 22389.11 utterances.], batch size: 58, lr: 5.66e-04
2022-08-23 06:14:16,561 INFO [train.py:927] (6/8) Epoch 5, batch 25450, giga_loss[loss=0.3568, simple_loss=0.3854, pruned_loss=0.1641, over 12349.00 frames. utt_duration=132.2 frames, utt_pad_proportion=0.2226, over 378.00 utterances.], tot_loss[loss=0.2662, simple_loss=0.3373, pruned_loss=0.09751, over 2473822.29 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07967, over 21269.29 utterances.], libri_tot_loss[loss=0.2486, simple_loss=0.3218, pruned_loss=0.08775, over 2467736.27 frames. utt_duration=1211 frames, utt_pad_proportion=0.06541, over 8161.20 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.339, pruned_loss=0.09865, over 2474606.45 frames. utt_duration=439.8 frames, utt_pad_proportion=0.08053, over 22584.51 utterances.], batch size: 378, lr: 5.66e-04
2022-08-23 06:16:00,490 INFO [train.py:927] (6/8) Epoch 5, batch 25500, giga_loss[loss=0.2241, simple_loss=0.3055, pruned_loss=0.07137, over 12470.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.02993, over 75.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.338, pruned_loss=0.09846, over 2473846.62 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07672, over 20947.82 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3216, pruned_loss=0.0877, over 2467919.52 frames. utt_duration=1216 frames, utt_pad_proportion=0.06424, over 8131.39 utterances.], giga_tot_loss[loss=0.2696, simple_loss=0.3398, pruned_loss=0.09964, over 2474437.11 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07801, over 22305.80 utterances.], batch size: 75, lr: 5.66e-04
2022-08-23 06:17:44,565 INFO [train.py:927] (6/8) Epoch 5, batch 25550, giga_loss[loss=0.2456, simple_loss=0.3366, pruned_loss=0.07734, over 12187.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03439, over 39.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3359, pruned_loss=0.09633, over 2473817.02 frames. utt_duration=490.7 frames, utt_pad_proportion=0.07072, over 20229.10 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.321, pruned_loss=0.08726, over 2467728.99 frames. utt_duration=1221 frames, utt_pad_proportion=0.06359, over 8092.00 utterances.], giga_tot_loss[loss=0.267, simple_loss=0.3382, pruned_loss=0.09787, over 2474561.37 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07237, over 21572.80 utterances.], batch size: 39, lr: 5.66e-04
2022-08-23 06:19:27,866 INFO [train.py:927] (6/8) Epoch 5, batch 25600, giga_loss[loss=0.2939, simple_loss=0.3654, pruned_loss=0.1112, over 12372.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04216, over 133.00 utterances.], tot_loss[loss=0.2648, simple_loss=0.3378, pruned_loss=0.09594, over 2473490.64 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07048, over 20646.59 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3216, pruned_loss=0.08738, over 2467582.35 frames. utt_duration=1223 frames, utt_pad_proportion=0.06341, over 8080.54 utterances.], giga_tot_loss[loss=0.2666, simple_loss=0.339, pruned_loss=0.09706, over 2474240.37 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07186, over 21769.19 utterances.], batch size: 133, lr: 5.66e-04
2022-08-23 06:21:14,860 INFO [train.py:927] (6/8) Epoch 5, batch 25650, giga_loss[loss=0.263, simple_loss=0.3375, pruned_loss=0.09422, over 12405.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06313, over 183.00 utterances.], tot_loss[loss=0.2642, simple_loss=0.3371, pruned_loss=0.09564, over 2473787.32 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06596, over 20307.78 utterances.], libri_tot_loss[loss=0.2479, simple_loss=0.3213, pruned_loss=0.08725, over 2467594.93 frames. utt_duration=1228 frames, utt_pad_proportion=0.0628, over 8049.48 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.3386, pruned_loss=0.09677, over 2474435.19 frames. utt_duration=464.2 frames, utt_pad_proportion=0.06749, over 21389.91 utterances.], batch size: 183, lr: 5.66e-04
2022-08-23 06:23:01,204 INFO [train.py:927] (6/8) Epoch 5, batch 25700, giga_loss[loss=0.207, simple_loss=0.2871, pruned_loss=0.06342, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03377, over 37.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3367, pruned_loss=0.0969, over 2474663.01 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07082, over 21724.59 utterances.], libri_tot_loss[loss=0.2477, simple_loss=0.3211, pruned_loss=0.08715, over 2467881.70 frames. utt_duration=1226 frames, utt_pad_proportion=0.06283, over 8059.84 utterances.], giga_tot_loss[loss=0.2672, simple_loss=0.3383, pruned_loss=0.098, over 2475002.30 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07175, over 22742.34 utterances.], batch size: 37, lr: 5.66e-04
2022-08-23 06:24:46,769 INFO [train.py:927] (6/8) Epoch 5, batch 25750, giga_loss[loss=0.2617, simple_loss=0.3226, pruned_loss=0.1004, over 12395.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03359, over 80.00 utterances.], tot_loss[loss=0.2633, simple_loss=0.3343, pruned_loss=0.09617, over 2474873.14 frames. utt_duration=462.8 frames, utt_pad_proportion=0.0687, over 21458.99 utterances.], libri_tot_loss[loss=0.2471, simple_loss=0.3205, pruned_loss=0.08684, over 2467856.01 frames. utt_duration=1229 frames, utt_pad_proportion=0.06212, over 8041.01 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3362, pruned_loss=0.09742, over 2475254.16 frames. utt_duration=442.5 frames, utt_pad_proportion=0.06976, over 22448.92 utterances.], batch size: 80, lr: 5.65e-04
2022-08-23 06:26:30,501 INFO [train.py:927] (6/8) Epoch 5, batch 25800, giga_loss[loss=0.2568, simple_loss=0.3259, pruned_loss=0.09387, over 12392.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.0366, over 113.00 utterances.], tot_loss[loss=0.2636, simple_loss=0.3336, pruned_loss=0.09682, over 2475026.61 frames. utt_duration=448.8 frames, utt_pad_proportion=0.07243, over 22134.26 utterances.], libri_tot_loss[loss=0.2473, simple_loss=0.3207, pruned_loss=0.08696, over 2467847.30 frames. utt_duration=1229 frames, utt_pad_proportion=0.06145, over 8039.27 utterances.], giga_tot_loss[loss=0.2655, simple_loss=0.3352, pruned_loss=0.0979, over 2475475.58 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07338, over 23179.53 utterances.], batch size: 113, lr: 5.65e-04
2022-08-23 06:28:10,605 INFO [train.py:927] (6/8) Epoch 5, batch 25850, giga_loss[loss=0.1967, simple_loss=0.275, pruned_loss=0.05919, over 12461.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03017, over 43.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3295, pruned_loss=0.09332, over 2475018.37 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07375, over 21939.10 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3204, pruned_loss=0.08698, over 2467588.25 frames. utt_duration=1223 frames, utt_pad_proportion=0.06461, over 8082.62 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3314, pruned_loss=0.09441, over 2475847.06 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07353, over 23207.70 utterances.], batch size: 43, lr: 5.65e-04
2022-08-23 06:30:00,939 INFO [train.py:927] (6/8) Epoch 5, batch 25900, giga_loss[loss=0.2623, simple_loss=0.3254, pruned_loss=0.09961, over 12421.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3265, pruned_loss=0.0916, over 2474409.82 frames. utt_duration=460 frames, utt_pad_proportion=0.07575, over 21586.56 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.32, pruned_loss=0.08683, over 2467489.81 frames. utt_duration=1224 frames, utt_pad_proportion=0.06451, over 8074.77 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3286, pruned_loss=0.09271, over 2475313.24 frames. utt_duration=433.6 frames, utt_pad_proportion=0.07556, over 22912.23 utterances.], batch size: 161, lr: 5.65e-04
2022-08-23 06:31:44,347 INFO [train.py:927] (6/8) Epoch 5, batch 25950, libri_loss[loss=0.277, simple_loss=0.3406, pruned_loss=0.1067, over 12249.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005172, over 34.00 utterances.], tot_loss[loss=0.2538, simple_loss=0.3256, pruned_loss=0.09103, over 2474731.52 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07262, over 20964.07 utterances.], libri_tot_loss[loss=0.2468, simple_loss=0.3201, pruned_loss=0.08679, over 2467761.87 frames. utt_duration=1227 frames, utt_pad_proportion=0.06324, over 8055.10 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3273, pruned_loss=0.09204, over 2475380.63 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07312, over 22336.05 utterances.], batch size: 34, lr: 5.65e-04
2022-08-23 06:33:26,846 INFO [train.py:927] (6/8) Epoch 5, batch 26000, giga_loss[loss=0.231, simple_loss=0.3164, pruned_loss=0.07275, over 12323.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.03114, over 28.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3285, pruned_loss=0.09218, over 2475398.51 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07738, over 21100.25 utterances.], libri_tot_loss[loss=0.2472, simple_loss=0.3208, pruned_loss=0.08684, over 2468053.50 frames. utt_duration=1229 frames, utt_pad_proportion=0.06187, over 8042.51 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3294, pruned_loss=0.09311, over 2475859.93 frames. utt_duration=440 frames, utt_pad_proportion=0.07809, over 22584.08 utterances.], batch size: 28, lr: 5.65e-04
2022-08-23 06:35:12,475 INFO [train.py:927] (6/8) Epoch 5, batch 26050, giga_loss[loss=0.2648, simple_loss=0.3368, pruned_loss=0.09639, over 12363.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03615, over 122.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.33, pruned_loss=0.09339, over 2474612.45 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07974, over 21469.16 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3221, pruned_loss=0.08719, over 2467996.46 frames. utt_duration=1219 frames, utt_pad_proportion=0.06565, over 8108.14 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3296, pruned_loss=0.09385, over 2475088.44 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07899, over 22701.68 utterances.], batch size: 122, lr: 5.65e-04
2022-08-23 06:36:55,458 INFO [train.py:927] (6/8) Epoch 5, batch 26100, giga_loss[loss=0.3447, simple_loss=0.3847, pruned_loss=0.1523, over 12383.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1014, over 257.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3311, pruned_loss=0.09389, over 2474382.16 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07691, over 20743.43 utterances.], libri_tot_loss[loss=0.2485, simple_loss=0.3224, pruned_loss=0.08727, over 2468346.88 frames. utt_duration=1226 frames, utt_pad_proportion=0.0637, over 8061.52 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3308, pruned_loss=0.09441, over 2474671.06 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07723, over 22242.73 utterances.], batch size: 257, lr: 5.65e-04
2022-08-23 06:38:42,424 INFO [train.py:927] (6/8) Epoch 5, batch 26150, giga_loss[loss=0.23, simple_loss=0.3063, pruned_loss=0.07692, over 12238.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03182, over 45.00 utterances.], tot_loss[loss=0.2605, simple_loss=0.3319, pruned_loss=0.09454, over 2474137.76 frames. utt_duration=464 frames, utt_pad_proportion=0.08085, over 21396.23 utterances.], libri_tot_loss[loss=0.2482, simple_loss=0.3223, pruned_loss=0.08706, over 2468196.51 frames. utt_duration=1230 frames, utt_pad_proportion=0.06277, over 8039.42 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3319, pruned_loss=0.0953, over 2474629.51 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08127, over 22852.32 utterances.], batch size: 45, lr: 5.65e-04
2022-08-23 06:40:30,792 INFO [train.py:927] (6/8) Epoch 5, batch 26200, giga_loss[loss=0.254, simple_loss=0.3363, pruned_loss=0.08582, over 12349.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03006, over 70.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3336, pruned_loss=0.09559, over 2474897.10 frames. utt_duration=456.6 frames, utt_pad_proportion=0.08315, over 21749.97 utterances.], libri_tot_loss[loss=0.2488, simple_loss=0.3227, pruned_loss=0.08747, over 2468382.77 frames. utt_duration=1216 frames, utt_pad_proportion=0.06699, over 8130.54 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3334, pruned_loss=0.09593, over 2475206.25 frames. utt_duration=431.9 frames, utt_pad_proportion=0.08216, over 23004.26 utterances.], batch size: 70, lr: 5.64e-04
2022-08-23 06:42:12,688 INFO [train.py:927] (6/8) Epoch 5, batch 26250, giga_loss[loss=0.2458, simple_loss=0.317, pruned_loss=0.08734, over 12346.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03298, over 62.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.333, pruned_loss=0.09534, over 2474402.42 frames. utt_duration=456.7 frames, utt_pad_proportion=0.08401, over 21739.30 utterances.], libri_tot_loss[loss=0.249, simple_loss=0.3229, pruned_loss=0.0876, over 2468321.86 frames. utt_duration=1212 frames, utt_pad_proportion=0.06662, over 8155.01 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3329, pruned_loss=0.09567, over 2474852.45 frames. utt_duration=431.4 frames, utt_pad_proportion=0.08344, over 23023.64 utterances.], batch size: 62, lr: 5.64e-04
2022-08-23 06:43:59,920 INFO [train.py:927] (6/8) Epoch 5, batch 26300, giga_loss[loss=0.315, simple_loss=0.3615, pruned_loss=0.1343, over 12363.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3326, pruned_loss=0.09569, over 2475086.60 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08154, over 22549.54 utterances.], libri_tot_loss[loss=0.2491, simple_loss=0.323, pruned_loss=0.08764, over 2468487.90 frames. utt_duration=1209 frames, utt_pad_proportion=0.06699, over 8175.49 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3326, pruned_loss=0.09598, over 2475350.20 frames. utt_duration=419.8 frames, utt_pad_proportion=0.08114, over 23670.42 utterances.], batch size: 258, lr: 5.64e-04
2022-08-23 06:45:47,156 INFO [train.py:927] (6/8) Epoch 5, batch 26350, giga_loss[loss=0.2329, simple_loss=0.3146, pruned_loss=0.07562, over 12376.00 frames. utt_duration=1905 frames, utt_pad_proportion=0.03821, over 26.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3316, pruned_loss=0.0955, over 2475004.85 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08042, over 22207.31 utterances.], libri_tot_loss[loss=0.2492, simple_loss=0.323, pruned_loss=0.08766, over 2468291.46 frames. utt_duration=1210 frames, utt_pad_proportion=0.06673, over 8169.61 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3316, pruned_loss=0.09575, over 2475411.31 frames. utt_duration=429.1 frames, utt_pad_proportion=0.08025, over 23153.39 utterances.], batch size: 26, lr: 5.64e-04
2022-08-23 06:47:31,110 INFO [train.py:927] (6/8) Epoch 5, batch 26400, giga_loss[loss=0.2548, simple_loss=0.3343, pruned_loss=0.08764, over 12465.00 frames. utt_duration=861.3 frames, utt_pad_proportion=0.02348, over 58.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3316, pruned_loss=0.09549, over 2474468.05 frames. utt_duration=454.1 frames, utt_pad_proportion=0.0784, over 21866.51 utterances.], libri_tot_loss[loss=0.2501, simple_loss=0.324, pruned_loss=0.08812, over 2468048.11 frames. utt_duration=1213 frames, utt_pad_proportion=0.06573, over 8149.44 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3308, pruned_loss=0.09542, over 2475122.34 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07872, over 22878.04 utterances.], batch size: 58, lr: 5.64e-04
2022-08-23 06:49:14,370 INFO [train.py:927] (6/8) Epoch 5, batch 26450, giga_loss[loss=0.2446, simple_loss=0.3222, pruned_loss=0.08352, over 12164.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04456, over 28.00 utterances.], tot_loss[loss=0.2627, simple_loss=0.3328, pruned_loss=0.09623, over 2474766.87 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07693, over 21672.84 utterances.], libri_tot_loss[loss=0.2502, simple_loss=0.3241, pruned_loss=0.08819, over 2468345.59 frames. utt_duration=1210 frames, utt_pad_proportion=0.06543, over 8168.57 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3324, pruned_loss=0.09629, over 2475171.41 frames. utt_duration=436.2 frames, utt_pad_proportion=0.07743, over 22775.24 utterances.], batch size: 28, lr: 5.64e-04
2022-08-23 06:50:56,078 INFO [train.py:927] (6/8) Epoch 5, batch 26500, libri_loss[loss=0.2061, simple_loss=0.2755, pruned_loss=0.06829, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007484, over 31.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3314, pruned_loss=0.09576, over 2474088.68 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07522, over 21004.53 utterances.], libri_tot_loss[loss=0.25, simple_loss=0.3237, pruned_loss=0.08813, over 2467954.23 frames. utt_duration=1202 frames, utt_pad_proportion=0.06841, over 8220.49 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3317, pruned_loss=0.09617, over 2474985.23 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07495, over 22332.57 utterances.], batch size: 31, lr: 5.64e-04
2022-08-23 06:52:39,346 INFO [train.py:927] (6/8) Epoch 5, batch 26550, giga_loss[loss=0.2904, simple_loss=0.348, pruned_loss=0.1163, over 12398.00 frames. utt_duration=271.2 frames, utt_pad_proportion=0.06802, over 184.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3304, pruned_loss=0.09521, over 2474864.58 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07311, over 20914.95 utterances.], libri_tot_loss[loss=0.2494, simple_loss=0.3231, pruned_loss=0.08789, over 2468031.14 frames. utt_duration=1205 frames, utt_pad_proportion=0.06756, over 8201.36 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3313, pruned_loss=0.09588, over 2475627.66 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07335, over 22215.46 utterances.], batch size: 184, lr: 5.64e-04
2022-08-23 06:54:20,595 INFO [train.py:927] (6/8) Epoch 5, batch 26600, giga_loss[loss=0.2537, simple_loss=0.3284, pruned_loss=0.08947, over 12343.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02431, over 45.00 utterances.], tot_loss[loss=0.2625, simple_loss=0.3323, pruned_loss=0.09638, over 2475203.05 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07839, over 20728.86 utterances.], libri_tot_loss[loss=0.2513, simple_loss=0.3245, pruned_loss=0.089, over 2468360.12 frames. utt_duration=1140 frames, utt_pad_proportion=0.09011, over 8672.54 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.332, pruned_loss=0.09619, over 2475816.78 frames. utt_duration=454.4 frames, utt_pad_proportion=0.06982, over 21864.29 utterances.], batch size: 45, lr: 5.64e-04
2022-08-23 06:54:38,832 INFO [train.py:844] (6/8) libri reaches end of dataloader
2022-08-23 06:57:06,164 INFO [train.py:927] (6/8) Epoch 6, batch 50, giga_loss[loss=0.2205, simple_loss=0.3118, pruned_loss=0.06462, over 12452.00 frames. utt_duration=1608 frames, utt_pad_proportion=0.04386, over 31.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3273, pruned_loss=0.07821, over 547797.00 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06775, over 3757.33 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3108, pruned_loss=0.066, over 84272.48 frames. utt_duration=1123 frames, utt_pad_proportion=0.1426, over 300.47 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3301, pruned_loss=0.08018, over 479949.83 frames. utt_duration=543 frames, utt_pad_proportion=0.06208, over 3545.48 utterances.], batch size: 31, lr: 5.53e-04
2022-08-23 06:58:46,800 INFO [train.py:927] (6/8) Epoch 6, batch 100, giga_loss[loss=0.1973, simple_loss=0.2816, pruned_loss=0.05652, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03975, over 113.00 utterances.], tot_loss[loss=0.225, simple_loss=0.308, pruned_loss=0.07102, over 974681.74 frames. utt_duration=577 frames, utt_pad_proportion=0.0721, over 6774.34 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3032, pruned_loss=0.06525, over 211894.41 frames. utt_duration=1153 frames, utt_pad_proportion=0.1198, over 736.20 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3097, pruned_loss=0.0725, over 834398.37 frames. utt_duration=518.2 frames, utt_pad_proportion=0.06804, over 6459.65 utterances.], batch size: 113, lr: 5.53e-04
2022-08-23 07:00:31,673 INFO [train.py:927] (6/8) Epoch 6, batch 150, giga_loss[loss=0.1508, simple_loss=0.2336, pruned_loss=0.03402, over 12360.00 frames. utt_duration=853.8 frames, utt_pad_proportion=0.03194, over 58.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2917, pruned_loss=0.06413, over 1307091.05 frames. utt_duration=595.4 frames, utt_pad_proportion=0.06104, over 8802.98 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3049, pruned_loss=0.06616, over 234452.43 frames. utt_duration=1150 frames, utt_pad_proportion=0.1112, over 816.60 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2907, pruned_loss=0.06413, over 1185057.40 frames. utt_duration=555.9 frames, utt_pad_proportion=0.05852, over 8550.44 utterances.], batch size: 58, lr: 5.53e-04
2022-08-23 07:02:15,952 INFO [train.py:927] (6/8) Epoch 6, batch 200, giga_loss[loss=0.1584, simple_loss=0.2266, pruned_loss=0.04507, over 12435.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03808, over 37.00 utterances.], tot_loss[loss=0.1998, simple_loss=0.2803, pruned_loss=0.05972, over 1565703.91 frames. utt_duration=563.5 frames, utt_pad_proportion=0.06843, over 11143.29 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3047, pruned_loss=0.066, over 256431.99 frames. utt_duration=1173 frames, utt_pad_proportion=0.1032, over 875.27 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2786, pruned_loss=0.05939, over 1460915.64 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06733, over 10969.59 utterances.], batch size: 37, lr: 5.53e-04
2022-08-23 07:03:58,382 INFO [train.py:927] (6/8) Epoch 6, batch 250, giga_loss[loss=0.1725, simple_loss=0.2572, pruned_loss=0.04387, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02524, over 45.00 utterances.], tot_loss[loss=0.1949, simple_loss=0.2747, pruned_loss=0.05752, over 1766150.95 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06232, over 12497.28 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3077, pruned_loss=0.06628, over 289108.12 frames. utt_duration=1212 frames, utt_pad_proportion=0.09384, over 955.73 utterances.], giga_tot_loss[loss=0.1931, simple_loss=0.2723, pruned_loss=0.05699, over 1673026.88 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06191, over 12442.11 utterances.], batch size: 45, lr: 5.53e-04
2022-08-23 07:05:41,572 INFO [train.py:927] (6/8) Epoch 6, batch 300, giga_loss[loss=0.1811, simple_loss=0.2609, pruned_loss=0.05066, over 12387.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05893, over 182.00 utterances.], tot_loss[loss=0.1913, simple_loss=0.2713, pruned_loss=0.05562, over 1922928.90 frames. utt_duration=554.9 frames, utt_pad_proportion=0.0598, over 13898.11 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3069, pruned_loss=0.06576, over 363952.61 frames. utt_duration=1244 frames, utt_pad_proportion=0.07621, over 1171.98 utterances.], giga_tot_loss[loss=0.1889, simple_loss=0.268, pruned_loss=0.05485, over 1828635.28 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06034, over 14036.57 utterances.], batch size: 182, lr: 5.52e-04
2022-08-23 07:07:24,506 INFO [train.py:927] (6/8) Epoch 6, batch 350, giga_loss[loss=0.149, simple_loss=0.2309, pruned_loss=0.03349, over 12460.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04211, over 31.00 utterances.], tot_loss[loss=0.1871, simple_loss=0.266, pruned_loss=0.05407, over 2045141.63 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06343, over 14938.07 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.306, pruned_loss=0.06553, over 374342.85 frames. utt_duration=1254 frames, utt_pad_proportion=0.0746, over 1195.12 utterances.], giga_tot_loss[loss=0.1851, simple_loss=0.2634, pruned_loss=0.05343, over 1969353.60 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06387, over 15078.06 utterances.], batch size: 31, lr: 5.52e-04
2022-08-23 07:09:05,032 INFO [train.py:927] (6/8) Epoch 6, batch 400, giga_loss[loss=0.1287, simple_loss=0.2071, pruned_loss=0.02516, over 12423.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.03995, over 26.00 utterances.], tot_loss[loss=0.1833, simple_loss=0.2619, pruned_loss=0.0523, over 2140442.99 frames. utt_duration=544 frames, utt_pad_proportion=0.06283, over 15781.39 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.3053, pruned_loss=0.06547, over 405352.02 frames. utt_duration=1266 frames, utt_pad_proportion=0.06933, over 1281.81 utterances.], giga_tot_loss[loss=0.1812, simple_loss=0.2592, pruned_loss=0.05156, over 2075822.81 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06349, over 16018.21 utterances.], batch size: 26, lr: 5.52e-04
2022-08-23 07:10:47,401 INFO [train.py:927] (6/8) Epoch 6, batch 450, giga_loss[loss=0.1578, simple_loss=0.237, pruned_loss=0.03932, over 12253.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03036, over 28.00 utterances.], tot_loss[loss=0.1801, simple_loss=0.2587, pruned_loss=0.05077, over 2214188.75 frames. utt_duration=556.3 frames, utt_pad_proportion=0.06127, over 15964.23 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3045, pruned_loss=0.06536, over 446461.28 frames. utt_duration=1292 frames, utt_pad_proportion=0.0636, over 1384.35 utterances.], giga_tot_loss[loss=0.1778, simple_loss=0.2558, pruned_loss=0.0499, over 2157588.99 frames. utt_duration=530 frames, utt_pad_proportion=0.06222, over 16330.39 utterances.], batch size: 28, lr: 5.52e-04
2022-08-23 07:12:26,635 INFO [train.py:927] (6/8) Epoch 6, batch 500, giga_loss[loss=0.2397, simple_loss=0.3298, pruned_loss=0.07481, over 12241.00 frames. utt_duration=1885 frames, utt_pad_proportion=0.04698, over 26.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.2677, pruned_loss=0.05581, over 2271490.60 frames. utt_duration=560.3 frames, utt_pad_proportion=0.06139, over 16258.76 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3053, pruned_loss=0.06617, over 496497.42 frames. utt_duration=1313 frames, utt_pad_proportion=0.05751, over 1514.37 utterances.], giga_tot_loss[loss=0.187, simple_loss=0.2645, pruned_loss=0.05478, over 2221340.59 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06262, over 16774.52 utterances.], batch size: 26, lr: 5.52e-04
2022-08-23 07:14:14,733 INFO [train.py:927] (6/8) Epoch 6, batch 550, giga_loss[loss=0.205, simple_loss=0.301, pruned_loss=0.0545, over 12352.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02971, over 70.00 utterances.], tot_loss[loss=0.2028, simple_loss=0.2811, pruned_loss=0.06219, over 2316812.69 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05891, over 16718.22 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3048, pruned_loss=0.066, over 506395.93 frames. utt_duration=1319 frames, utt_pad_proportion=0.05647, over 1537.80 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2788, pruned_loss=0.0615, over 2276782.70 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06, over 17161.99 utterances.], batch size: 70, lr: 5.52e-04
2022-08-23 07:15:57,991 INFO [train.py:927] (6/8) Epoch 6, batch 600, libri_loss[loss=0.2078, simple_loss=0.2884, pruned_loss=0.06358, over 12343.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006314, over 33.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2886, pruned_loss=0.06479, over 2351022.47 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06198, over 16870.17 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3066, pruned_loss=0.06903, over 602405.19 frames. utt_duration=1317 frames, utt_pad_proportion=0.05163, over 1831.83 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2855, pruned_loss=0.06342, over 2312139.33 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06332, over 17663.39 utterances.], batch size: 33, lr: 5.52e-04
2022-08-23 07:17:41,816 INFO [train.py:927] (6/8) Epoch 6, batch 650, giga_loss[loss=0.2367, simple_loss=0.3223, pruned_loss=0.07552, over 12387.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02664, over 66.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2922, pruned_loss=0.06584, over 2378011.66 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06096, over 17013.31 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3041, pruned_loss=0.068, over 657427.32 frames. utt_duration=1339 frames, utt_pad_proportion=0.04743, over 1966.19 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.29, pruned_loss=0.06494, over 2344262.98 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06256, over 17933.34 utterances.], batch size: 66, lr: 5.52e-04
2022-08-23 07:19:26,561 INFO [train.py:927] (6/8) Epoch 6, batch 700, giga_loss[loss=0.203, simple_loss=0.2876, pruned_loss=0.0592, over 12462.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03902, over 31.00 utterances.], tot_loss[loss=0.216, simple_loss=0.296, pruned_loss=0.068, over 2398873.13 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06406, over 17276.12 utterances.], libri_tot_loss[loss=0.2184, simple_loss=0.3023, pruned_loss=0.06728, over 711038.18 frames. utt_duration=1353 frames, utt_pad_proportion=0.04453, over 2104.45 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2945, pruned_loss=0.06747, over 2369719.58 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06563, over 18290.71 utterances.], batch size: 31, lr: 5.52e-04
2022-08-23 07:21:08,909 INFO [train.py:927] (6/8) Epoch 6, batch 750, libri_loss[loss=0.204, simple_loss=0.2971, pruned_loss=0.05547, over 12338.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01677, over 41.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3007, pruned_loss=0.07003, over 2415273.47 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06914, over 17963.40 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.303, pruned_loss=0.06708, over 771148.46 frames. utt_duration=1361 frames, utt_pad_proportion=0.04075, over 2268.40 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.2993, pruned_loss=0.06978, over 2390335.09 frames. utt_duration=500.7 frames, utt_pad_proportion=0.07083, over 19153.27 utterances.], batch size: 41, lr: 5.52e-04
2022-08-23 07:22:50,516 INFO [train.py:927] (6/8) Epoch 6, batch 800, libri_loss[loss=0.2617, simple_loss=0.349, pruned_loss=0.08725, over 12424.00 frames. utt_duration=754.4 frames, utt_pad_proportion=0.1427, over 66.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3043, pruned_loss=0.07043, over 2428653.03 frames. utt_duration=567.5 frames, utt_pad_proportion=0.0671, over 17163.00 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3044, pruned_loss=0.06772, over 838307.06 frames. utt_duration=1326 frames, utt_pad_proportion=0.04345, over 2532.67 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3027, pruned_loss=0.07015, over 2406386.32 frames. utt_duration=523.7 frames, utt_pad_proportion=0.06871, over 18434.19 utterances.], batch size: 66, lr: 5.51e-04
2022-08-23 07:24:33,565 INFO [train.py:927] (6/8) Epoch 6, batch 850, giga_loss[loss=0.2322, simple_loss=0.2975, pruned_loss=0.08345, over 12348.00 frames. utt_duration=135 frames, utt_pad_proportion=0.2057, over 370.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3059, pruned_loss=0.06988, over 2438532.70 frames. utt_duration=567.7 frames, utt_pad_proportion=0.06708, over 17226.85 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3046, pruned_loss=0.0677, over 870737.89 frames. utt_duration=1327 frames, utt_pad_proportion=0.04164, over 2628.23 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3045, pruned_loss=0.06972, over 2420164.03 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06874, over 18403.78 utterances.], batch size: 370, lr: 5.51e-04
2022-08-23 07:26:15,636 INFO [train.py:927] (6/8) Epoch 6, batch 900, giga_loss[loss=0.2346, simple_loss=0.3206, pruned_loss=0.07432, over 12397.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04956, over 34.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.307, pruned_loss=0.07031, over 2446413.89 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06281, over 16826.09 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3043, pruned_loss=0.06744, over 902736.45 frames. utt_duration=1330 frames, utt_pad_proportion=0.04032, over 2717.11 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3061, pruned_loss=0.07029, over 2431113.47 frames. utt_duration=543.8 frames, utt_pad_proportion=0.06474, over 17931.86 utterances.], batch size: 34, lr: 5.51e-04
2022-08-23 07:28:00,067 INFO [train.py:927] (6/8) Epoch 6, batch 950, giga_loss[loss=0.2208, simple_loss=0.3098, pruned_loss=0.06585, over 12463.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03741, over 37.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3113, pruned_loss=0.07488, over 2452205.72 frames. utt_duration=589 frames, utt_pad_proportion=0.06293, over 16694.41 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3039, pruned_loss=0.06654, over 949126.16 frames. utt_duration=1347 frames, utt_pad_proportion=0.03898, over 2821.19 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3109, pruned_loss=0.0753, over 2439413.19 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06488, over 17851.76 utterances.], batch size: 37, lr: 5.51e-04
2022-08-23 07:29:44,223 INFO [train.py:927] (6/8) Epoch 6, batch 1000, giga_loss[loss=0.2522, simple_loss=0.3269, pruned_loss=0.0888, over 12369.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03167, over 58.00 utterances.], tot_loss[loss=0.2309, simple_loss=0.3122, pruned_loss=0.07477, over 2456518.79 frames. utt_duration=626.1 frames, utt_pad_proportion=0.05962, over 15732.72 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3085, pruned_loss=0.0665, over 986973.19 frames. utt_duration=1349 frames, utt_pad_proportion=0.03754, over 2929.65 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3102, pruned_loss=0.07529, over 2445766.77 frames. utt_duration=581.8 frames, utt_pad_proportion=0.0619, over 16859.66 utterances.], batch size: 58, lr: 5.51e-04
2022-08-23 07:31:25,281 INFO [train.py:927] (6/8) Epoch 6, batch 1050, giga_loss[loss=0.2185, simple_loss=0.2981, pruned_loss=0.06948, over 12379.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3117, pruned_loss=0.07454, over 2459193.44 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06546, over 16106.22 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3104, pruned_loss=0.06599, over 1030418.62 frames. utt_duration=1354 frames, utt_pad_proportion=0.0368, over 3047.98 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3095, pruned_loss=0.07539, over 2450691.90 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06725, over 17250.06 utterances.], batch size: 133, lr: 5.51e-04
2022-08-23 07:33:11,913 INFO [train.py:927] (6/8) Epoch 6, batch 1100, giga_loss[loss=0.235, simple_loss=0.3134, pruned_loss=0.07826, over 12389.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04068, over 133.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3102, pruned_loss=0.07342, over 2462650.13 frames. utt_duration=592.5 frames, utt_pad_proportion=0.06629, over 16668.91 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3101, pruned_loss=0.06572, over 1073278.19 frames. utt_duration=1345 frames, utt_pad_proportion=0.03732, over 3196.11 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.3087, pruned_loss=0.07442, over 2455383.42 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06793, over 17818.50 utterances.], batch size: 133, lr: 5.51e-04
2022-08-23 07:34:56,588 INFO [train.py:927] (6/8) Epoch 6, batch 1150, giga_loss[loss=0.1847, simple_loss=0.2759, pruned_loss=0.04679, over 12361.00 frames. utt_duration=799 frames, utt_pad_proportion=0.0315, over 62.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3059, pruned_loss=0.07149, over 2465765.64 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06537, over 16993.18 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.31, pruned_loss=0.06569, over 1094057.33 frames. utt_duration=1325 frames, utt_pad_proportion=0.04049, over 3307.77 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3046, pruned_loss=0.07237, over 2460003.31 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06638, over 17983.33 utterances.], batch size: 62, lr: 5.51e-04
2022-08-23 07:36:39,161 INFO [train.py:927] (6/8) Epoch 6, batch 1200, giga_loss[loss=0.2508, simple_loss=0.3075, pruned_loss=0.09704, over 12395.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1104, over 260.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3024, pruned_loss=0.07018, over 2467310.45 frames. utt_duration=547.5 frames, utt_pad_proportion=0.07152, over 18076.50 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3098, pruned_loss=0.06559, over 1148298.43 frames. utt_duration=1283 frames, utt_pad_proportion=0.05141, over 3582.95 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3012, pruned_loss=0.07112, over 2462366.25 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07076, over 19132.24 utterances.], batch size: 260, lr: 5.51e-04
2022-08-23 07:38:22,057 INFO [train.py:927] (6/8) Epoch 6, batch 1250, giga_loss[loss=0.1917, simple_loss=0.28, pruned_loss=0.0517, over 12356.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3009, pruned_loss=0.06968, over 2468240.99 frames. utt_duration=557.6 frames, utt_pad_proportion=0.07023, over 17754.95 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3083, pruned_loss=0.06523, over 1187589.49 frames. utt_duration=1283 frames, utt_pad_proportion=0.05097, over 3707.64 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3004, pruned_loss=0.0707, over 2464101.09 frames. utt_duration=523.7 frames, utt_pad_proportion=0.07002, over 18874.23 utterances.], batch size: 97, lr: 5.51e-04
2022-08-23 07:40:03,443 INFO [train.py:927] (6/8) Epoch 6, batch 1300, giga_loss[loss=0.1926, simple_loss=0.275, pruned_loss=0.05513, over 12339.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03433, over 62.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2996, pruned_loss=0.0694, over 2469910.28 frames. utt_duration=565.2 frames, utt_pad_proportion=0.0705, over 17526.31 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3089, pruned_loss=0.06539, over 1238354.77 frames. utt_duration=1256 frames, utt_pad_proportion=0.05699, over 3947.67 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2986, pruned_loss=0.07033, over 2466207.32 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06959, over 18724.06 utterances.], batch size: 62, lr: 5.50e-04
2022-08-23 07:41:45,730 INFO [train.py:927] (6/8) Epoch 6, batch 1350, giga_loss[loss=0.215, simple_loss=0.291, pruned_loss=0.0695, over 12367.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03613, over 122.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2959, pruned_loss=0.06809, over 2469970.17 frames. utt_duration=571.3 frames, utt_pad_proportion=0.06585, over 17340.55 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3088, pruned_loss=0.06536, over 1262749.38 frames. utt_duration=1260 frames, utt_pad_proportion=0.05525, over 4015.18 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.295, pruned_loss=0.0689, over 2467092.72 frames. utt_duration=535.7 frames, utt_pad_proportion=0.0658, over 18473.21 utterances.], batch size: 122, lr: 5.50e-04
2022-08-23 07:43:30,391 INFO [train.py:927] (6/8) Epoch 6, batch 1400, libri_loss[loss=0.1953, simple_loss=0.2739, pruned_loss=0.05835, over 12244.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007391, over 29.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2921, pruned_loss=0.06665, over 2470889.74 frames. utt_duration=582.9 frames, utt_pad_proportion=0.06062, over 16999.84 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3081, pruned_loss=0.06533, over 1286664.04 frames. utt_duration=1265 frames, utt_pad_proportion=0.05374, over 4072.34 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2914, pruned_loss=0.06736, over 2468694.07 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06123, over 18090.34 utterances.], batch size: 29, lr: 5.50e-04
2022-08-23 07:45:10,260 INFO [train.py:927] (6/8) Epoch 6, batch 1450, giga_loss[loss=0.1836, simple_loss=0.263, pruned_loss=0.0521, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.031, over 51.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2893, pruned_loss=0.06572, over 2471217.05 frames. utt_duration=594.6 frames, utt_pad_proportion=0.05834, over 16665.13 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3086, pruned_loss=0.06588, over 1315866.42 frames. utt_duration=1239 frames, utt_pad_proportion=0.06242, over 4254.38 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2882, pruned_loss=0.06604, over 2469560.89 frames. utt_duration=561.1 frames, utt_pad_proportion=0.05707, over 17651.13 utterances.], batch size: 51, lr: 5.50e-04
2022-08-23 07:46:52,141 INFO [train.py:927] (6/8) Epoch 6, batch 1500, giga_loss[loss=0.1934, simple_loss=0.2671, pruned_loss=0.05983, over 12312.00 frames. utt_duration=913.2 frames, utt_pad_proportion=0.02432, over 54.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2871, pruned_loss=0.06527, over 2471278.87 frames. utt_duration=609 frames, utt_pad_proportion=0.05726, over 16271.68 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3089, pruned_loss=0.06635, over 1338533.28 frames. utt_duration=1237 frames, utt_pad_proportion=0.06212, over 4333.91 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2857, pruned_loss=0.06529, over 2470180.23 frames. utt_duration=576 frames, utt_pad_proportion=0.0563, over 17198.49 utterances.], batch size: 54, lr: 5.50e-04
2022-08-23 07:48:33,348 INFO [train.py:927] (6/8) Epoch 6, batch 1550, giga_loss[loss=0.2442, simple_loss=0.3122, pruned_loss=0.08815, over 12288.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02864, over 45.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2871, pruned_loss=0.06556, over 2471113.23 frames. utt_duration=617.7 frames, utt_pad_proportion=0.05657, over 16041.75 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3087, pruned_loss=0.06676, over 1382569.40 frames. utt_duration=1243 frames, utt_pad_proportion=0.05985, over 4456.07 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2853, pruned_loss=0.06534, over 2470683.66 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05623, over 17091.31 utterances.], batch size: 45, lr: 5.50e-04
2022-08-23 07:50:14,669 INFO [train.py:927] (6/8) Epoch 6, batch 1600, giga_loss[loss=0.1975, simple_loss=0.2734, pruned_loss=0.06076, over 12280.00 frames. utt_duration=911.1 frames, utt_pad_proportion=0.02655, over 54.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2909, pruned_loss=0.06798, over 2471685.26 frames. utt_duration=611.1 frames, utt_pad_proportion=0.05662, over 16217.94 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3089, pruned_loss=0.06703, over 1409374.01 frames. utt_duration=1245 frames, utt_pad_proportion=0.05825, over 4532.95 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.289, pruned_loss=0.06766, over 2471463.86 frames. utt_duration=575.1 frames, utt_pad_proportion=0.05669, over 17235.96 utterances.], batch size: 54, lr: 5.50e-04
2022-08-23 07:51:57,388 INFO [train.py:927] (6/8) Epoch 6, batch 1650, giga_loss[loss=0.2079, simple_loss=0.292, pruned_loss=0.06189, over 12460.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.03992, over 26.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.2972, pruned_loss=0.07152, over 2472287.28 frames. utt_duration=570.4 frames, utt_pad_proportion=0.06598, over 17384.60 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3085, pruned_loss=0.06701, over 1430469.16 frames. utt_duration=1248 frames, utt_pad_proportion=0.05668, over 4588.86 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.2956, pruned_loss=0.07136, over 2472106.10 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06597, over 18374.47 utterances.], batch size: 26, lr: 5.50e-04
2022-08-23 07:53:41,121 INFO [train.py:927] (6/8) Epoch 6, batch 1700, giga_loss[loss=0.25, simple_loss=0.3293, pruned_loss=0.08538, over 12340.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.03048, over 66.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3021, pruned_loss=0.07327, over 2472521.85 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06958, over 17831.90 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3075, pruned_loss=0.06665, over 1466594.25 frames. utt_duration=1255 frames, utt_pad_proportion=0.05459, over 4679.92 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3011, pruned_loss=0.0735, over 2472201.18 frames. utt_duration=522.8 frames, utt_pad_proportion=0.07002, over 18969.48 utterances.], batch size: 66, lr: 5.50e-04
2022-08-23 07:55:20,697 INFO [train.py:927] (6/8) Epoch 6, batch 1750, giga_loss[loss=0.2011, simple_loss=0.2903, pruned_loss=0.05593, over 12422.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.03942, over 123.00 utterances.], tot_loss[loss=0.228, simple_loss=0.307, pruned_loss=0.07455, over 2472986.90 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06885, over 18358.25 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3076, pruned_loss=0.06642, over 1486611.77 frames. utt_duration=1258 frames, utt_pad_proportion=0.05352, over 4731.04 utterances.], giga_tot_loss[loss=0.228, simple_loss=0.3061, pruned_loss=0.07499, over 2472699.77 frames. utt_duration=510.1 frames, utt_pad_proportion=0.06951, over 19447.01 utterances.], batch size: 123, lr: 5.49e-04
2022-08-23 07:57:00,758 INFO [train.py:927] (6/8) Epoch 6, batch 1800, giga_loss[loss=0.1884, simple_loss=0.2792, pruned_loss=0.04882, over 12415.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05708, over 182.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.305, pruned_loss=0.07231, over 2473129.06 frames. utt_duration=538 frames, utt_pad_proportion=0.06497, over 18438.17 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3075, pruned_loss=0.06656, over 1505967.34 frames. utt_duration=1244 frames, utt_pad_proportion=0.06002, over 4849.25 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3044, pruned_loss=0.07271, over 2473144.60 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06438, over 19446.41 utterances.], batch size: 182, lr: 5.49e-04
2022-08-23 07:58:44,107 INFO [train.py:927] (6/8) Epoch 6, batch 1850, libri_loss[loss=0.2271, simple_loss=0.2978, pruned_loss=0.0782, over 12187.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005502, over 33.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3055, pruned_loss=0.07192, over 2473238.66 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06053, over 18343.89 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3073, pruned_loss=0.06667, over 1520415.93 frames. utt_duration=1246 frames, utt_pad_proportion=0.05885, over 4885.31 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3051, pruned_loss=0.07225, over 2473265.68 frames. utt_duration=514.4 frames, utt_pad_proportion=0.06053, over 19289.04 utterances.], batch size: 33, lr: 5.49e-04
2022-08-23 08:00:29,937 INFO [train.py:927] (6/8) Epoch 6, batch 1900, giga_loss[loss=0.2846, simple_loss=0.345, pruned_loss=0.1121, over 12422.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03369, over 75.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3078, pruned_loss=0.07392, over 2473562.73 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06377, over 18377.97 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3075, pruned_loss=0.06721, over 1534596.27 frames. utt_duration=1231 frames, utt_pad_proportion=0.06449, over 4991.55 utterances.], giga_tot_loss[loss=0.2276, simple_loss=0.3073, pruned_loss=0.07395, over 2473610.77 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06245, over 19211.40 utterances.], batch size: 75, lr: 5.49e-04
2022-08-23 08:02:13,399 INFO [train.py:927] (6/8) Epoch 6, batch 1950, giga_loss[loss=0.2286, simple_loss=0.3068, pruned_loss=0.07522, over 12371.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04056, over 113.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.31, pruned_loss=0.0761, over 2473637.13 frames. utt_duration=551.8 frames, utt_pad_proportion=0.06322, over 17979.23 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3073, pruned_loss=0.06725, over 1566705.99 frames. utt_duration=1220 frames, utt_pad_proportion=0.06776, over 5142.87 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3098, pruned_loss=0.07635, over 2473929.48 frames. utt_duration=524.4 frames, utt_pad_proportion=0.0613, over 18924.44 utterances.], batch size: 113, lr: 5.49e-04
2022-08-23 08:03:54,474 INFO [train.py:927] (6/8) Epoch 6, batch 2000, giga_loss[loss=0.2662, simple_loss=0.3415, pruned_loss=0.09547, over 12367.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.0751, over 212.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3113, pruned_loss=0.07693, over 2473697.78 frames. utt_duration=539.5 frames, utt_pad_proportion=0.0644, over 18390.65 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3067, pruned_loss=0.06706, over 1579979.68 frames. utt_duration=1224 frames, utt_pad_proportion=0.06671, over 5167.61 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3115, pruned_loss=0.07734, over 2474157.80 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06311, over 19289.32 utterances.], batch size: 212, lr: 5.49e-04
2022-08-23 08:05:36,984 INFO [train.py:927] (6/8) Epoch 6, batch 2050, giga_loss[loss=0.2261, simple_loss=0.3122, pruned_loss=0.06996, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02801, over 48.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3135, pruned_loss=0.07715, over 2473933.43 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06215, over 17979.01 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3063, pruned_loss=0.06675, over 1593180.40 frames. utt_duration=1222 frames, utt_pad_proportion=0.06674, over 5222.68 utterances.], giga_tot_loss[loss=0.2347, simple_loss=0.3139, pruned_loss=0.07777, over 2474413.93 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06118, over 18805.35 utterances.], batch size: 48, lr: 5.49e-04
2022-08-23 08:07:18,863 INFO [train.py:927] (6/8) Epoch 6, batch 2100, giga_loss[loss=0.2724, simple_loss=0.3216, pruned_loss=0.1116, over 12342.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2042, over 369.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3135, pruned_loss=0.07733, over 2472833.97 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06481, over 17797.78 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3069, pruned_loss=0.06696, over 1614936.06 frames. utt_duration=1228 frames, utt_pad_proportion=0.06479, over 5265.76 utterances.], giga_tot_loss[loss=0.2348, simple_loss=0.3137, pruned_loss=0.07795, over 2473244.20 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06438, over 18711.36 utterances.], batch size: 369, lr: 5.49e-04
2022-08-23 08:09:01,254 INFO [train.py:927] (6/8) Epoch 6, batch 2150, giga_loss[loss=0.1941, simple_loss=0.2858, pruned_loss=0.05119, over 12195.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04244, over 28.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3123, pruned_loss=0.07667, over 2472122.82 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06722, over 17433.82 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3076, pruned_loss=0.06689, over 1648773.58 frames. utt_duration=1231 frames, utt_pad_proportion=0.06299, over 5365.98 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3122, pruned_loss=0.0776, over 2472342.45 frames. utt_duration=534.8 frames, utt_pad_proportion=0.06735, over 18542.53 utterances.], batch size: 28, lr: 5.49e-04
2022-08-23 08:10:44,949 INFO [train.py:927] (6/8) Epoch 6, batch 2200, giga_loss[loss=0.2187, simple_loss=0.3033, pruned_loss=0.06701, over 12320.00 frames. utt_duration=667.6 frames, utt_pad_proportion=0.02821, over 74.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3124, pruned_loss=0.07687, over 2472269.17 frames. utt_duration=589.9 frames, utt_pad_proportion=0.06537, over 16806.49 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3074, pruned_loss=0.0666, over 1680945.06 frames. utt_duration=1240 frames, utt_pad_proportion=0.06029, over 5430.21 utterances.], giga_tot_loss[loss=0.2345, simple_loss=0.3126, pruned_loss=0.07817, over 2472616.22 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06637, over 18066.70 utterances.], batch size: 74, lr: 5.49e-04
2022-08-23 08:12:26,998 INFO [train.py:927] (6/8) Epoch 6, batch 2250, giga_loss[loss=0.195, simple_loss=0.2778, pruned_loss=0.05607, over 12330.00 frames. utt_duration=1898 frames, utt_pad_proportion=0.049, over 26.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3119, pruned_loss=0.07623, over 2471665.05 frames. utt_duration=594.4 frames, utt_pad_proportion=0.06375, over 16675.27 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3069, pruned_loss=0.06653, over 1696594.78 frames. utt_duration=1230 frames, utt_pad_proportion=0.0651, over 5526.25 utterances.], giga_tot_loss[loss=0.2338, simple_loss=0.3125, pruned_loss=0.07751, over 2471984.69 frames. utt_duration=557 frames, utt_pad_proportion=0.06352, over 17800.25 utterances.], batch size: 26, lr: 5.48e-04
2022-08-23 08:14:11,446 INFO [train.py:927] (6/8) Epoch 6, batch 2300, giga_loss[loss=0.1998, simple_loss=0.2958, pruned_loss=0.05188, over 12419.00 frames. utt_duration=1912 frames, utt_pad_proportion=0.04295, over 26.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3114, pruned_loss=0.07547, over 2471144.70 frames. utt_duration=613 frames, utt_pad_proportion=0.06512, over 16164.07 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3079, pruned_loss=0.06705, over 1719655.27 frames. utt_duration=1210 frames, utt_pad_proportion=0.07041, over 5690.24 utterances.], giga_tot_loss[loss=0.2321, simple_loss=0.3114, pruned_loss=0.07643, over 2471299.24 frames. utt_duration=576 frames, utt_pad_proportion=0.06329, over 17205.97 utterances.], batch size: 26, lr: 5.48e-04
2022-08-23 08:15:56,174 INFO [train.py:927] (6/8) Epoch 6, batch 2350, giga_loss[loss=0.2213, simple_loss=0.2997, pruned_loss=0.07146, over 12377.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.03044, over 58.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3093, pruned_loss=0.07469, over 2470738.34 frames. utt_duration=618.2 frames, utt_pad_proportion=0.06465, over 16026.63 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3077, pruned_loss=0.06698, over 1726902.28 frames. utt_duration=1212 frames, utt_pad_proportion=0.06965, over 5704.32 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.3095, pruned_loss=0.07555, over 2471064.17 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06339, over 16917.89 utterances.], batch size: 58, lr: 5.48e-04
2022-08-23 08:17:39,335 INFO [train.py:927] (6/8) Epoch 6, batch 2400, giga_loss[loss=0.1874, simple_loss=0.2749, pruned_loss=0.05001, over 12357.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03183, over 62.00 utterances.], tot_loss[loss=0.2278, simple_loss=0.3076, pruned_loss=0.07398, over 2472314.47 frames. utt_duration=618.3 frames, utt_pad_proportion=0.0656, over 16032.00 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3073, pruned_loss=0.06716, over 1749087.17 frames. utt_duration=1202 frames, utt_pad_proportion=0.07391, over 5826.75 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.308, pruned_loss=0.07475, over 2472455.42 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06334, over 16916.81 utterances.], batch size: 62, lr: 5.48e-04
2022-08-23 08:19:23,094 INFO [train.py:927] (6/8) Epoch 6, batch 2450, giga_loss[loss=0.2094, simple_loss=0.285, pruned_loss=0.06687, over 12392.00 frames. utt_duration=512.5 frames, utt_pad_proportion=0.02929, over 97.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3047, pruned_loss=0.07276, over 2471713.57 frames. utt_duration=626.6 frames, utt_pad_proportion=0.06319, over 15815.11 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3068, pruned_loss=0.06696, over 1756013.20 frames. utt_duration=1206 frames, utt_pad_proportion=0.07321, over 5830.48 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3053, pruned_loss=0.07356, over 2472098.75 frames. utt_duration=597 frames, utt_pad_proportion=0.06169, over 16604.24 utterances.], batch size: 97, lr: 5.48e-04
2022-08-23 08:21:03,602 INFO [train.py:927] (6/8) Epoch 6, batch 2500, giga_loss[loss=0.2219, simple_loss=0.3085, pruned_loss=0.0677, over 12416.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04273, over 146.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3019, pruned_loss=0.07179, over 2471275.34 frames. utt_duration=619.9 frames, utt_pad_proportion=0.05968, over 15985.99 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.307, pruned_loss=0.06706, over 1766718.64 frames. utt_duration=1204 frames, utt_pad_proportion=0.07285, over 5878.91 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3022, pruned_loss=0.07243, over 2471553.55 frames. utt_duration=593.5 frames, utt_pad_proportion=0.05865, over 16700.67 utterances.], batch size: 146, lr: 5.48e-04
2022-08-23 08:22:55,892 INFO [train.py:927] (6/8) Epoch 6, batch 2550, giga_loss[loss=0.1955, simple_loss=0.2705, pruned_loss=0.06023, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02984, over 45.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3017, pruned_loss=0.0721, over 2470828.08 frames. utt_duration=613.4 frames, utt_pad_proportion=0.05914, over 16153.11 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3082, pruned_loss=0.0673, over 1780384.89 frames. utt_duration=1209 frames, utt_pad_proportion=0.07129, over 5898.17 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3011, pruned_loss=0.07255, over 2471355.71 frames. utt_duration=586.7 frames, utt_pad_proportion=0.05876, over 16893.74 utterances.], batch size: 45, lr: 5.48e-04
2022-08-23 08:24:38,591 INFO [train.py:927] (6/8) Epoch 6, batch 2600, giga_loss[loss=0.3003, simple_loss=0.3776, pruned_loss=0.1115, over 12369.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06061, over 182.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3029, pruned_loss=0.07226, over 2471351.50 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06188, over 16536.44 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3083, pruned_loss=0.06745, over 1807535.27 frames. utt_duration=1209 frames, utt_pad_proportion=0.06942, over 5988.48 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3021, pruned_loss=0.0727, over 2471786.70 frames. utt_duration=568.4 frames, utt_pad_proportion=0.06191, over 17440.02 utterances.], batch size: 182, lr: 5.48e-04
2022-08-23 08:26:21,100 INFO [train.py:927] (6/8) Epoch 6, batch 2650, giga_loss[loss=0.2416, simple_loss=0.3269, pruned_loss=0.0782, over 12365.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.03873, over 113.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3027, pruned_loss=0.07147, over 2471722.40 frames. utt_duration=604.1 frames, utt_pad_proportion=0.05771, over 16407.87 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3076, pruned_loss=0.06732, over 1820371.83 frames. utt_duration=1216 frames, utt_pad_proportion=0.06808, over 5997.63 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3025, pruned_loss=0.07199, over 2472369.54 frames. utt_duration=573 frames, utt_pad_proportion=0.05829, over 17303.88 utterances.], batch size: 113, lr: 5.48e-04
2022-08-23 08:28:04,801 INFO [train.py:927] (6/8) Epoch 6, batch 2700, giga_loss[loss=0.2044, simple_loss=0.2775, pruned_loss=0.06567, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04351, over 31.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3024, pruned_loss=0.07079, over 2472160.06 frames. utt_duration=575 frames, utt_pad_proportion=0.0625, over 17241.37 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3076, pruned_loss=0.06733, over 1823658.97 frames. utt_duration=1217 frames, utt_pad_proportion=0.06774, over 6001.64 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3022, pruned_loss=0.0712, over 2472641.80 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06283, over 17984.19 utterances.], batch size: 31, lr: 5.48e-04
2022-08-23 08:29:47,434 INFO [train.py:927] (6/8) Epoch 6, batch 2750, giga_loss[loss=0.206, simple_loss=0.298, pruned_loss=0.05702, over 12388.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02403, over 66.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3037, pruned_loss=0.07149, over 2472656.79 frames. utt_duration=560.6 frames, utt_pad_proportion=0.06466, over 17690.28 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3087, pruned_loss=0.06738, over 1830145.88 frames. utt_duration=1213 frames, utt_pad_proportion=0.06803, over 6042.45 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3028, pruned_loss=0.07181, over 2473026.10 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06477, over 18337.52 utterances.], batch size: 66, lr: 5.47e-04
2022-08-23 08:31:28,399 INFO [train.py:927] (6/8) Epoch 6, batch 2800, giga_loss[loss=0.2567, simple_loss=0.3414, pruned_loss=0.08599, over 12453.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03703, over 123.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.306, pruned_loss=0.07233, over 2472477.27 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06241, over 17502.28 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3089, pruned_loss=0.0675, over 1848523.19 frames. utt_duration=1217 frames, utt_pad_proportion=0.06725, over 6083.20 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3051, pruned_loss=0.07266, over 2473380.90 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06282, over 18306.87 utterances.], batch size: 123, lr: 5.47e-04
2022-08-23 08:33:11,326 INFO [train.py:927] (6/8) Epoch 6, batch 2850, giga_loss[loss=0.2366, simple_loss=0.3211, pruned_loss=0.07604, over 12362.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03167, over 51.00 utterances.], tot_loss[loss=0.2256, simple_loss=0.3065, pruned_loss=0.0723, over 2472040.19 frames. utt_duration=602.5 frames, utt_pad_proportion=0.05744, over 16454.24 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3089, pruned_loss=0.06761, over 1854551.86 frames. utt_duration=1220 frames, utt_pad_proportion=0.06662, over 6086.38 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3058, pruned_loss=0.07252, over 2472923.91 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05815, over 17184.95 utterances.], batch size: 51, lr: 5.47e-04
2022-08-23 08:34:55,733 INFO [train.py:927] (6/8) Epoch 6, batch 2900, giga_loss[loss=0.2581, simple_loss=0.3218, pruned_loss=0.09721, over 12468.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03679, over 40.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.308, pruned_loss=0.07319, over 2472985.83 frames. utt_duration=600.8 frames, utt_pad_proportion=0.05814, over 16506.42 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3092, pruned_loss=0.06788, over 1857687.10 frames. utt_duration=1205 frames, utt_pad_proportion=0.07168, over 6172.95 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3072, pruned_loss=0.0732, over 2473634.14 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05692, over 17046.61 utterances.], batch size: 40, lr: 5.47e-04
2022-08-23 08:36:36,508 INFO [train.py:927] (6/8) Epoch 6, batch 2950, giga_loss[loss=0.1633, simple_loss=0.2425, pruned_loss=0.04202, over 12375.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04737, over 31.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3069, pruned_loss=0.07287, over 2473115.60 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06074, over 17096.12 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.309, pruned_loss=0.06793, over 1869980.39 frames. utt_duration=1211 frames, utt_pad_proportion=0.07027, over 6185.39 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3063, pruned_loss=0.07294, over 2473554.73 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06005, over 17694.10 utterances.], batch size: 31, lr: 5.47e-04
2022-08-23 08:38:15,351 INFO [train.py:927] (6/8) Epoch 6, batch 3000, giga_loss[loss=0.1803, simple_loss=0.2596, pruned_loss=0.05053, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04527, over 31.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.305, pruned_loss=0.07132, over 2472681.49 frames. utt_duration=580.7 frames, utt_pad_proportion=0.05895, over 17076.28 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3098, pruned_loss=0.06789, over 1890220.36 frames. utt_duration=1213 frames, utt_pad_proportion=0.06897, over 6238.44 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.304, pruned_loss=0.07154, over 2473511.47 frames. utt_duration=556 frames, utt_pad_proportion=0.05868, over 17842.23 utterances.], batch size: 31, lr: 5.47e-04
2022-08-23 08:38:15,352 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 08:38:28,853 INFO [train.py:967] (6/8) Epoch 6, validation: loss=0.1983, simple_loss=0.3038, pruned_loss=0.04639, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 08:40:07,713 INFO [train.py:927] (6/8) Epoch 6, batch 3050, giga_loss[loss=0.2372, simple_loss=0.3281, pruned_loss=0.07314, over 12418.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03721, over 113.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3054, pruned_loss=0.07078, over 2473578.00 frames. utt_duration=567.7 frames, utt_pad_proportion=0.05865, over 17475.09 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3095, pruned_loss=0.06796, over 1904656.66 frames. utt_duration=1218 frames, utt_pad_proportion=0.06728, over 6260.20 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3047, pruned_loss=0.07097, over 2474253.90 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05884, over 18307.74 utterances.], batch size: 113, lr: 5.47e-04
2022-08-23 08:41:48,240 INFO [train.py:927] (6/8) Epoch 6, batch 3100, giga_loss[loss=0.2184, simple_loss=0.2882, pruned_loss=0.07434, over 12468.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0347, over 43.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3046, pruned_loss=0.0707, over 2474169.23 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05468, over 17383.53 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3095, pruned_loss=0.06796, over 1904656.66 frames. utt_duration=1218 frames, utt_pad_proportion=0.06728, over 6260.20 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3041, pruned_loss=0.07085, over 2474695.29 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05497, over 18031.59 utterances.], batch size: 43, lr: 5.47e-04
2022-08-23 08:43:26,759 INFO [train.py:927] (6/8) Epoch 6, batch 3150, giga_loss[loss=0.2215, simple_loss=0.2987, pruned_loss=0.07215, over 12333.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02989, over 48.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3034, pruned_loss=0.07063, over 2474245.66 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05549, over 17084.41 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3106, pruned_loss=0.06837, over 1932462.65 frames. utt_duration=1205 frames, utt_pad_proportion=0.07023, over 6421.04 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3019, pruned_loss=0.07058, over 2474725.03 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05439, over 17968.95 utterances.], batch size: 48, lr: 5.47e-04
2022-08-23 08:45:03,987 INFO [train.py:927] (6/8) Epoch 6, batch 3200, giga_loss[loss=0.2249, simple_loss=0.2951, pruned_loss=0.07731, over 12282.00 frames. utt_duration=965 frames, utt_pad_proportion=0.03502, over 51.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3015, pruned_loss=0.07053, over 2474334.95 frames. utt_duration=574.9 frames, utt_pad_proportion=0.05514, over 17260.18 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3107, pruned_loss=0.06842, over 1940495.72 frames. utt_duration=1194 frames, utt_pad_proportion=0.07446, over 6508.88 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3002, pruned_loss=0.0705, over 2474745.34 frames. utt_duration=550.7 frames, utt_pad_proportion=0.05296, over 18025.68 utterances.], batch size: 51, lr: 5.47e-04
2022-08-23 08:46:48,930 INFO [train.py:927] (6/8) Epoch 6, batch 3250, giga_loss[loss=0.1696, simple_loss=0.2556, pruned_loss=0.04182, over 12361.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02903, over 66.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2974, pruned_loss=0.06883, over 2473963.59 frames. utt_duration=594.1 frames, utt_pad_proportion=0.05226, over 16699.03 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3096, pruned_loss=0.06805, over 1960866.95 frames. utt_duration=1205 frames, utt_pad_proportion=0.07179, over 6514.60 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2967, pruned_loss=0.06912, over 2474841.95 frames. utt_duration=561.3 frames, utt_pad_proportion=0.05119, over 17682.62 utterances.], batch size: 66, lr: 5.46e-04
2022-08-23 08:48:29,697 INFO [train.py:927] (6/8) Epoch 6, batch 3300, giga_loss[loss=0.2156, simple_loss=0.2927, pruned_loss=0.06923, over 12337.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03327, over 62.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2943, pruned_loss=0.06791, over 2474380.30 frames. utt_duration=575 frames, utt_pad_proportion=0.05438, over 17257.82 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3096, pruned_loss=0.06808, over 1965813.59 frames. utt_duration=1206 frames, utt_pad_proportion=0.07127, over 6526.39 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2936, pruned_loss=0.06813, over 2475214.39 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05357, over 18106.93 utterances.], batch size: 62, lr: 5.46e-04
2022-08-23 08:50:10,147 INFO [train.py:927] (6/8) Epoch 6, batch 3350, giga_loss[loss=0.1571, simple_loss=0.2368, pruned_loss=0.03873, over 12313.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03531, over 51.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2964, pruned_loss=0.06834, over 2473872.66 frames. utt_duration=586.2 frames, utt_pad_proportion=0.0549, over 16924.44 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3105, pruned_loss=0.06821, over 1980683.03 frames. utt_duration=1212 frames, utt_pad_proportion=0.06938, over 6546.30 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2949, pruned_loss=0.06844, over 2474722.02 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05465, over 17877.46 utterances.], batch size: 51, lr: 5.46e-04
2022-08-23 08:51:48,989 INFO [train.py:927] (6/8) Epoch 6, batch 3400, giga_loss[loss=0.2223, simple_loss=0.3059, pruned_loss=0.06931, over 12391.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02652, over 91.00 utterances.], tot_loss[loss=0.219, simple_loss=0.299, pruned_loss=0.06954, over 2473841.20 frames. utt_duration=557.5 frames, utt_pad_proportion=0.05845, over 17797.77 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3098, pruned_loss=0.06779, over 1992671.29 frames. utt_duration=1220 frames, utt_pad_proportion=0.06787, over 6542.71 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.298, pruned_loss=0.06992, over 2474740.81 frames. utt_duration=527.9 frames, utt_pad_proportion=0.05847, over 18804.16 utterances.], batch size: 91, lr: 5.46e-04
2022-08-23 08:53:29,210 INFO [train.py:927] (6/8) Epoch 6, batch 3450, giga_loss[loss=0.239, simple_loss=0.3192, pruned_loss=0.07934, over 12402.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03998, over 133.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3022, pruned_loss=0.07118, over 2473825.60 frames. utt_duration=540.5 frames, utt_pad_proportion=0.06165, over 18359.97 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3096, pruned_loss=0.06771, over 2002153.40 frames. utt_duration=1223 frames, utt_pad_proportion=0.06685, over 6557.81 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3014, pruned_loss=0.07159, over 2474588.69 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06177, over 19344.47 utterances.], batch size: 133, lr: 5.46e-04
2022-08-23 08:55:14,334 INFO [train.py:927] (6/8) Epoch 6, batch 3500, libri_loss[loss=0.1996, simple_loss=0.289, pruned_loss=0.05515, over 12318.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006305, over 36.00 utterances.], tot_loss[loss=0.2304, simple_loss=0.3084, pruned_loss=0.07616, over 2474197.47 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06152, over 18367.76 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3092, pruned_loss=0.06774, over 2016214.51 frames. utt_duration=1228 frames, utt_pad_proportion=0.06522, over 6574.77 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.308, pruned_loss=0.0767, over 2474751.29 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06211, over 19479.30 utterances.], batch size: 36, lr: 5.46e-04
2022-08-23 08:56:56,630 INFO [train.py:927] (6/8) Epoch 6, batch 3550, giga_loss[loss=0.2718, simple_loss=0.3351, pruned_loss=0.1042, over 12346.00 frames. utt_duration=969.8 frames, utt_pad_proportion=0.03314, over 51.00 utterances.], tot_loss[loss=0.2379, simple_loss=0.3147, pruned_loss=0.08051, over 2473703.12 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05778, over 17555.46 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3085, pruned_loss=0.06747, over 2025091.46 frames. utt_duration=1232 frames, utt_pad_proportion=0.06454, over 6584.37 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3149, pruned_loss=0.08129, over 2474323.39 frames. utt_duration=532.9 frames, utt_pad_proportion=0.05864, over 18624.78 utterances.], batch size: 51, lr: 5.46e-04
2022-08-23 08:58:39,833 INFO [train.py:927] (6/8) Epoch 6, batch 3600, giga_loss[loss=0.3732, simple_loss=0.4067, pruned_loss=0.1698, over 12414.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.05552, over 162.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3273, pruned_loss=0.0917, over 2474065.02 frames. utt_duration=526.2 frames, utt_pad_proportion=0.06636, over 18860.57 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.309, pruned_loss=0.06788, over 2033785.16 frames. utt_duration=1234 frames, utt_pad_proportion=0.06356, over 6600.71 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3272, pruned_loss=0.09229, over 2474733.39 frames. utt_duration=498.9 frames, utt_pad_proportion=0.06686, over 19901.44 utterances.], batch size: 162, lr: 5.46e-04
2022-08-23 09:00:23,707 INFO [train.py:927] (6/8) Epoch 6, batch 3650, giga_loss[loss=0.3443, simple_loss=0.3924, pruned_loss=0.1481, over 12412.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06221, over 183.00 utterances.], tot_loss[loss=0.2681, simple_loss=0.3362, pruned_loss=0.09998, over 2474799.32 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07454, over 20087.16 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3099, pruned_loss=0.06852, over 2042721.12 frames. utt_duration=1223 frames, utt_pad_proportion=0.06661, over 6691.57 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.3359, pruned_loss=0.1005, over 2475156.37 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07371, over 21069.78 utterances.], batch size: 183, lr: 5.46e-04
2022-08-23 09:02:11,069 INFO [train.py:927] (6/8) Epoch 6, batch 3700, giga_loss[loss=0.3675, simple_loss=0.397, pruned_loss=0.169, over 12388.00 frames. utt_duration=270.8 frames, utt_pad_proportion=0.06931, over 184.00 utterances.], tot_loss[loss=0.277, simple_loss=0.342, pruned_loss=0.106, over 2474905.72 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07926, over 21233.01 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3103, pruned_loss=0.06866, over 2051284.02 frames. utt_duration=1221 frames, utt_pad_proportion=0.06578, over 6728.35 utterances.], giga_tot_loss[loss=0.278, simple_loss=0.342, pruned_loss=0.107, over 2475190.41 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07873, over 22239.49 utterances.], batch size: 184, lr: 5.46e-04
2022-08-23 09:03:56,239 INFO [train.py:927] (6/8) Epoch 6, batch 3750, giga_loss[loss=0.2263, simple_loss=0.3088, pruned_loss=0.07192, over 12438.00 frames. utt_duration=664.8 frames, utt_pad_proportion=0.0323, over 75.00 utterances.], tot_loss[loss=0.2807, simple_loss=0.3451, pruned_loss=0.1081, over 2474186.04 frames. utt_duration=475.6 frames, utt_pad_proportion=0.0762, over 20871.67 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3103, pruned_loss=0.06908, over 2065332.54 frames. utt_duration=1226 frames, utt_pad_proportion=0.06424, over 6745.21 utterances.], giga_tot_loss[loss=0.283, simple_loss=0.3463, pruned_loss=0.1098, over 2474925.73 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07649, over 22124.94 utterances.], batch size: 75, lr: 5.45e-04
2022-08-23 09:05:39,546 INFO [train.py:927] (6/8) Epoch 6, batch 3800, giga_loss[loss=0.2911, simple_loss=0.3464, pruned_loss=0.1179, over 12351.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03286, over 97.00 utterances.], tot_loss[loss=0.2808, simple_loss=0.3447, pruned_loss=0.1084, over 2474036.17 frames. utt_duration=460.5 frames, utt_pad_proportion=0.08403, over 21558.29 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3107, pruned_loss=0.06931, over 2079348.22 frames. utt_duration=1229 frames, utt_pad_proportion=0.06218, over 6773.70 utterances.], giga_tot_loss[loss=0.2841, simple_loss=0.3464, pruned_loss=0.1109, over 2474703.64 frames. utt_duration=431.7 frames, utt_pad_proportion=0.08459, over 23004.54 utterances.], batch size: 97, lr: 5.45e-04
2022-08-23 09:07:19,451 INFO [train.py:927] (6/8) Epoch 6, batch 3850, giga_loss[loss=0.2928, simple_loss=0.3535, pruned_loss=0.1161, over 12384.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03776, over 113.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3452, pruned_loss=0.1083, over 2473938.58 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08734, over 22343.35 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3105, pruned_loss=0.06936, over 2096195.96 frames. utt_duration=1236 frames, utt_pad_proportion=0.06007, over 6793.22 utterances.], giga_tot_loss[loss=0.2859, simple_loss=0.3482, pruned_loss=0.1119, over 2475017.50 frames. utt_duration=412 frames, utt_pad_proportion=0.08839, over 24112.10 utterances.], batch size: 113, lr: 5.45e-04
2022-08-23 09:09:04,985 INFO [train.py:927] (6/8) Epoch 6, batch 3900, libri_loss[loss=0.2076, simple_loss=0.2846, pruned_loss=0.06525, over 12405.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008149, over 30.00 utterances.], tot_loss[loss=0.2809, simple_loss=0.3454, pruned_loss=0.1082, over 2474218.95 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08872, over 22594.18 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.31, pruned_loss=0.06924, over 2103460.53 frames. utt_duration=1241 frames, utt_pad_proportion=0.05907, over 6785.41 utterances.], giga_tot_loss[loss=0.2863, simple_loss=0.3488, pruned_loss=0.1119, over 2475310.34 frames. utt_duration=408.7 frames, utt_pad_proportion=0.0899, over 24315.85 utterances.], batch size: 30, lr: 5.45e-04
2022-08-23 09:10:50,337 INFO [train.py:927] (6/8) Epoch 6, batch 3950, giga_loss[loss=0.2793, simple_loss=0.3545, pruned_loss=0.1021, over 12268.00 frames. utt_duration=910.2 frames, utt_pad_proportion=0.02754, over 54.00 utterances.], tot_loss[loss=0.2778, simple_loss=0.3438, pruned_loss=0.1059, over 2474293.00 frames. utt_duration=432.8 frames, utt_pad_proportion=0.08904, over 22946.14 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3096, pruned_loss=0.06908, over 2114555.23 frames. utt_duration=1248 frames, utt_pad_proportion=0.05769, over 6787.93 utterances.], giga_tot_loss[loss=0.2839, simple_loss=0.3478, pruned_loss=0.11, over 2475067.44 frames. utt_duration=401.3 frames, utt_pad_proportion=0.09054, over 24759.88 utterances.], batch size: 54, lr: 5.45e-04
2022-08-23 09:12:33,825 INFO [train.py:927] (6/8) Epoch 6, batch 4000, giga_loss[loss=0.3117, simple_loss=0.3654, pruned_loss=0.129, over 12409.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07237, over 212.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3393, pruned_loss=0.1015, over 2473865.72 frames. utt_duration=447.6 frames, utt_pad_proportion=0.08446, over 22182.02 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3089, pruned_loss=0.06881, over 2128375.30 frames. utt_duration=1241 frames, utt_pad_proportion=0.06117, over 6866.43 utterances.], giga_tot_loss[loss=0.2784, simple_loss=0.3443, pruned_loss=0.1063, over 2474793.32 frames. utt_duration=411.4 frames, utt_pad_proportion=0.08543, over 24146.10 utterances.], batch size: 212, lr: 5.45e-04
2022-08-23 09:14:14,857 INFO [train.py:927] (6/8) Epoch 6, batch 4050, giga_loss[loss=0.2914, simple_loss=0.3527, pruned_loss=0.115, over 12427.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06139, over 183.00 utterances.], tot_loss[loss=0.268, simple_loss=0.3371, pruned_loss=0.09944, over 2473687.86 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07956, over 21566.26 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3089, pruned_loss=0.06875, over 2134871.38 frames. utt_duration=1246 frames, utt_pad_proportion=0.06011, over 6862.11 utterances.], giga_tot_loss[loss=0.2746, simple_loss=0.3416, pruned_loss=0.1038, over 2474735.66 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08109, over 23381.66 utterances.], batch size: 183, lr: 5.45e-04
2022-08-23 09:16:03,852 INFO [train.py:927] (6/8) Epoch 6, batch 4100, giga_loss[loss=0.2947, simple_loss=0.3511, pruned_loss=0.1191, over 12391.00 frames. utt_duration=309 frames, utt_pad_proportion=0.05209, over 161.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3352, pruned_loss=0.09741, over 2474232.74 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08094, over 21592.51 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.309, pruned_loss=0.06854, over 2143215.80 frames. utt_duration=1252 frames, utt_pad_proportion=0.05893, over 6856.59 utterances.], giga_tot_loss[loss=0.2714, simple_loss=0.3393, pruned_loss=0.1018, over 2475125.66 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08253, over 23387.26 utterances.], batch size: 161, lr: 5.45e-04
2022-08-23 09:17:53,874 INFO [train.py:927] (6/8) Epoch 6, batch 4150, giga_loss[loss=0.2401, simple_loss=0.3282, pruned_loss=0.076, over 12397.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04064, over 133.00 utterances.], tot_loss[loss=0.2615, simple_loss=0.3347, pruned_loss=0.09417, over 2474305.70 frames. utt_duration=470.9 frames, utt_pad_proportion=0.08044, over 21082.51 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3101, pruned_loss=0.06881, over 2147779.91 frames. utt_duration=1257 frames, utt_pad_proportion=0.05826, over 6843.79 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3374, pruned_loss=0.09775, over 2475336.71 frames. utt_duration=437.6 frames, utt_pad_proportion=0.08201, over 22700.61 utterances.], batch size: 133, lr: 5.45e-04
2022-08-23 09:19:40,662 INFO [train.py:927] (6/8) Epoch 6, batch 4200, giga_loss[loss=0.277, simple_loss=0.3431, pruned_loss=0.1055, over 12405.00 frames. utt_duration=274.2 frames, utt_pad_proportion=0.0577, over 182.00 utterances.], tot_loss[loss=0.2604, simple_loss=0.3342, pruned_loss=0.09325, over 2474049.41 frames. utt_duration=479 frames, utt_pad_proportion=0.07848, over 20723.12 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3099, pruned_loss=0.06868, over 2154403.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05729, over 6837.93 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.337, pruned_loss=0.09667, over 2474742.28 frames. utt_duration=446 frames, utt_pad_proportion=0.08026, over 22266.04 utterances.], batch size: 182, lr: 5.45e-04
2022-08-23 09:21:27,296 INFO [train.py:927] (6/8) Epoch 6, batch 4250, giga_loss[loss=0.2155, simple_loss=0.3002, pruned_loss=0.06536, over 12471.00 frames. utt_duration=666.4 frames, utt_pad_proportion=0.02999, over 75.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3312, pruned_loss=0.09174, over 2474439.01 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07446, over 20101.92 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3092, pruned_loss=0.06834, over 2165139.92 frames. utt_duration=1270 frames, utt_pad_proportion=0.05565, over 6826.94 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.3347, pruned_loss=0.0955, over 2475262.99 frames. utt_duration=456 frames, utt_pad_proportion=0.07686, over 21782.65 utterances.], batch size: 75, lr: 5.44e-04
2022-08-23 09:23:13,354 INFO [train.py:927] (6/8) Epoch 6, batch 4300, giga_loss[loss=0.2733, simple_loss=0.3415, pruned_loss=0.1026, over 12389.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04461, over 146.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.329, pruned_loss=0.09075, over 2474487.68 frames. utt_duration=501.6 frames, utt_pad_proportion=0.07385, over 19790.15 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3091, pruned_loss=0.06834, over 2171091.02 frames. utt_duration=1259 frames, utt_pad_proportion=0.05925, over 6906.42 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3322, pruned_loss=0.09413, over 2475291.22 frames. utt_duration=466.7 frames, utt_pad_proportion=0.07484, over 21282.31 utterances.], batch size: 146, lr: 5.44e-04
2022-08-23 09:25:01,443 INFO [train.py:927] (6/8) Epoch 6, batch 4350, giga_loss[loss=0.2521, simple_loss=0.327, pruned_loss=0.08855, over 12380.00 frames. utt_duration=273.7 frames, utt_pad_proportion=0.05944, over 182.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3279, pruned_loss=0.08868, over 2474333.41 frames. utt_duration=519 frames, utt_pad_proportion=0.06998, over 19123.87 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3085, pruned_loss=0.06807, over 2176828.00 frames. utt_duration=1265 frames, utt_pad_proportion=0.05831, over 6893.40 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3312, pruned_loss=0.09194, over 2475226.58 frames. utt_duration=483.5 frames, utt_pad_proportion=0.0714, over 20540.64 utterances.], batch size: 182, lr: 5.44e-04
2022-08-23 09:26:48,932 INFO [train.py:927] (6/8) Epoch 6, batch 4400, giga_loss[loss=0.2639, simple_loss=0.3385, pruned_loss=0.09464, over 12450.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03747, over 123.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3265, pruned_loss=0.08753, over 2474148.67 frames. utt_duration=530.9 frames, utt_pad_proportion=0.06506, over 18693.20 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3082, pruned_loss=0.06788, over 2183930.55 frames. utt_duration=1265 frames, utt_pad_proportion=0.05792, over 6914.03 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3297, pruned_loss=0.09073, over 2475080.20 frames. utt_duration=494.6 frames, utt_pad_proportion=0.0667, over 20077.35 utterances.], batch size: 123, lr: 5.44e-04
2022-08-23 09:28:33,796 INFO [train.py:927] (6/8) Epoch 6, batch 4450, libri_loss[loss=0.2395, simple_loss=0.3117, pruned_loss=0.08359, over 12488.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005886, over 36.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3244, pruned_loss=0.08683, over 2474142.96 frames. utt_duration=536.9 frames, utt_pad_proportion=0.063, over 18482.55 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3081, pruned_loss=0.06799, over 2193590.73 frames. utt_duration=1270 frames, utt_pad_proportion=0.05622, over 6919.05 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3277, pruned_loss=0.08997, over 2475228.18 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06512, over 19989.54 utterances.], batch size: 36, lr: 5.44e-04
2022-08-23 09:30:19,757 INFO [train.py:927] (6/8) Epoch 6, batch 4500, giga_loss[loss=0.227, simple_loss=0.3117, pruned_loss=0.07109, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03272, over 97.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3234, pruned_loss=0.08701, over 2474430.94 frames. utt_duration=520.2 frames, utt_pad_proportion=0.06448, over 19080.26 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3081, pruned_loss=0.06802, over 2198963.54 frames. utt_duration=1273 frames, utt_pad_proportion=0.05531, over 6918.72 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3263, pruned_loss=0.08979, over 2475468.45 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06635, over 20482.65 utterances.], batch size: 97, lr: 5.44e-04
2022-08-23 09:32:10,760 INFO [train.py:927] (6/8) Epoch 6, batch 4550, giga_loss[loss=0.2545, simple_loss=0.3345, pruned_loss=0.08719, over 12438.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03918, over 37.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3237, pruned_loss=0.08774, over 2474349.99 frames. utt_duration=503 frames, utt_pad_proportion=0.07139, over 19734.31 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.309, pruned_loss=0.06822, over 2204122.40 frames. utt_duration=1262 frames, utt_pad_proportion=0.05911, over 6997.17 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3256, pruned_loss=0.09015, over 2475457.87 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07155, over 21010.04 utterances.], batch size: 37, lr: 5.44e-04
2022-08-23 09:33:53,950 INFO [train.py:927] (6/8) Epoch 6, batch 4600, giga_loss[loss=0.2236, simple_loss=0.309, pruned_loss=0.06911, over 12341.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03071, over 70.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3244, pruned_loss=0.08725, over 2473923.72 frames. utt_duration=522.4 frames, utt_pad_proportion=0.06604, over 18995.83 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3095, pruned_loss=0.06822, over 2213334.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05799, over 7025.78 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3259, pruned_loss=0.08978, over 2474912.80 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06697, over 20373.67 utterances.], batch size: 70, lr: 5.44e-04
2022-08-23 09:35:38,481 INFO [train.py:927] (6/8) Epoch 6, batch 4650, giga_loss[loss=0.2208, simple_loss=0.3129, pruned_loss=0.06434, over 12378.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.03053, over 58.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3246, pruned_loss=0.08696, over 2473954.54 frames. utt_duration=514.1 frames, utt_pad_proportion=0.06867, over 19304.55 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3096, pruned_loss=0.06799, over 2220522.75 frames. utt_duration=1264 frames, utt_pad_proportion=0.05692, over 7033.23 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3262, pruned_loss=0.08969, over 2475233.95 frames. utt_duration=479 frames, utt_pad_proportion=0.06966, over 20734.37 utterances.], batch size: 58, lr: 5.44e-04
2022-08-23 09:37:27,199 INFO [train.py:927] (6/8) Epoch 6, batch 4700, giga_loss[loss=0.2773, simple_loss=0.3457, pruned_loss=0.1044, over 12413.00 frames. utt_duration=309.7 frames, utt_pad_proportion=0.04996, over 161.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3253, pruned_loss=0.08813, over 2474272.12 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06782, over 19283.02 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3092, pruned_loss=0.06789, over 2225296.41 frames. utt_duration=1267 frames, utt_pad_proportion=0.0561, over 7034.48 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3272, pruned_loss=0.09069, over 2475530.32 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06897, over 20627.24 utterances.], batch size: 161, lr: 5.44e-04
2022-08-23 09:39:09,155 INFO [train.py:927] (6/8) Epoch 6, batch 4750, giga_loss[loss=0.2302, simple_loss=0.3099, pruned_loss=0.07529, over 12323.00 frames. utt_duration=796.5 frames, utt_pad_proportion=0.03455, over 62.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.328, pruned_loss=0.09225, over 2474743.25 frames. utt_duration=485 frames, utt_pad_proportion=0.06987, over 20470.70 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.309, pruned_loss=0.06787, over 2231511.52 frames. utt_duration=1269 frames, utt_pad_proportion=0.05497, over 7043.49 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3301, pruned_loss=0.09484, over 2475700.21 frames. utt_duration=455 frames, utt_pad_proportion=0.07109, over 21835.36 utterances.], batch size: 62, lr: 5.43e-04
2022-08-23 09:40:53,394 INFO [train.py:927] (6/8) Epoch 6, batch 4800, giga_loss[loss=0.3151, simple_loss=0.376, pruned_loss=0.1271, over 12414.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04346, over 146.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3275, pruned_loss=0.09248, over 2474432.91 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07061, over 20392.77 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3082, pruned_loss=0.06753, over 2238557.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.05369, over 7028.31 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3304, pruned_loss=0.09549, over 2475320.79 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07206, over 21861.68 utterances.], batch size: 146, lr: 5.43e-04
2022-08-23 09:42:34,760 INFO [train.py:927] (6/8) Epoch 6, batch 4850, giga_loss[loss=0.2841, simple_loss=0.3556, pruned_loss=0.1063, over 12397.00 frames. utt_duration=271.1 frames, utt_pad_proportion=0.06852, over 184.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3267, pruned_loss=0.09107, over 2473923.96 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07112, over 20496.79 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3074, pruned_loss=0.06728, over 2245390.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.05261, over 7015.72 utterances.], giga_tot_loss[loss=0.2594, simple_loss=0.3301, pruned_loss=0.09435, over 2474784.70 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07266, over 22040.85 utterances.], batch size: 184, lr: 5.43e-04
2022-08-23 09:44:17,201 INFO [train.py:927] (6/8) Epoch 6, batch 4900, giga_loss[loss=0.2774, simple_loss=0.3372, pruned_loss=0.1088, over 12411.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06285, over 183.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3246, pruned_loss=0.0892, over 2474570.88 frames. utt_duration=475 frames, utt_pad_proportion=0.07009, over 20902.16 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3073, pruned_loss=0.06716, over 2252056.89 frames. utt_duration=1282 frames, utt_pad_proportion=0.0522, over 7036.78 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3279, pruned_loss=0.09253, over 2475379.05 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07164, over 22480.29 utterances.], batch size: 183, lr: 5.43e-04
2022-08-23 09:46:06,058 INFO [train.py:927] (6/8) Epoch 6, batch 4950, giga_loss[loss=0.249, simple_loss=0.315, pruned_loss=0.09145, over 12416.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03876, over 37.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3228, pruned_loss=0.08892, over 2474907.93 frames. utt_duration=471.1 frames, utt_pad_proportion=0.07315, over 21078.57 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3071, pruned_loss=0.06716, over 2254327.92 frames. utt_duration=1283 frames, utt_pad_proportion=0.05176, over 7034.42 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3257, pruned_loss=0.09173, over 2475496.32 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07435, over 22443.34 utterances.], batch size: 37, lr: 5.43e-04
2022-08-23 09:47:53,504 INFO [train.py:927] (6/8) Epoch 6, batch 5000, giga_loss[loss=0.361, simple_loss=0.3978, pruned_loss=0.1621, over 12421.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06201, over 183.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3262, pruned_loss=0.09043, over 2475003.14 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06985, over 21091.76 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3071, pruned_loss=0.06725, over 2259901.08 frames. utt_duration=1286 frames, utt_pad_proportion=0.05084, over 7038.46 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.3289, pruned_loss=0.09311, over 2475378.36 frames. utt_duration=441.4 frames, utt_pad_proportion=0.07138, over 22504.25 utterances.], batch size: 183, lr: 5.43e-04
2022-08-23 09:49:39,676 INFO [train.py:927] (6/8) Epoch 6, batch 5050, giga_loss[loss=0.3119, simple_loss=0.3664, pruned_loss=0.1287, over 12422.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07586, over 213.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3319, pruned_loss=0.09364, over 2475909.08 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07216, over 21339.76 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3078, pruned_loss=0.06763, over 2265351.37 frames. utt_duration=1284 frames, utt_pad_proportion=0.04994, over 7067.32 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3341, pruned_loss=0.09607, over 2476089.68 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07367, over 22769.45 utterances.], batch size: 213, lr: 5.43e-04
2022-08-23 09:51:20,517 INFO [train.py:927] (6/8) Epoch 6, batch 5100, giga_loss[loss=0.2745, simple_loss=0.3409, pruned_loss=0.104, over 12422.00 frames. utt_duration=375.2 frames, utt_pad_proportion=0.03802, over 133.00 utterances.], tot_loss[loss=0.2616, simple_loss=0.3337, pruned_loss=0.09476, over 2476062.16 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06782, over 20583.06 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3076, pruned_loss=0.06776, over 2273325.76 frames. utt_duration=1285 frames, utt_pad_proportion=0.04876, over 7084.39 utterances.], giga_tot_loss[loss=0.2659, simple_loss=0.3365, pruned_loss=0.09762, over 2476487.27 frames. utt_duration=447.1 frames, utt_pad_proportion=0.06992, over 22230.47 utterances.], batch size: 133, lr: 5.43e-04
2022-08-23 09:53:04,555 INFO [train.py:927] (6/8) Epoch 6, batch 5150, giga_loss[loss=0.2234, simple_loss=0.2961, pruned_loss=0.07537, over 12177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03304, over 39.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3326, pruned_loss=0.09431, over 2474807.98 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06769, over 20144.34 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3078, pruned_loss=0.06779, over 2279020.09 frames. utt_duration=1282 frames, utt_pad_proportion=0.04833, over 7121.38 utterances.], giga_tot_loss[loss=0.265, simple_loss=0.3354, pruned_loss=0.09726, over 2475405.94 frames. utt_duration=456.2 frames, utt_pad_proportion=0.06974, over 21775.81 utterances.], batch size: 39, lr: 5.43e-04
2022-08-23 09:54:47,095 INFO [train.py:927] (6/8) Epoch 6, batch 5200, giga_loss[loss=0.2726, simple_loss=0.3466, pruned_loss=0.0993, over 12399.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03997, over 133.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3307, pruned_loss=0.09345, over 2475013.53 frames. utt_duration=497 frames, utt_pad_proportion=0.0659, over 19978.62 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3078, pruned_loss=0.06749, over 2283011.15 frames. utt_duration=1288 frames, utt_pad_proportion=0.04781, over 7097.15 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3332, pruned_loss=0.0965, over 2475382.43 frames. utt_duration=461.4 frames, utt_pad_proportion=0.06792, over 21526.09 utterances.], batch size: 133, lr: 5.43e-04
2022-08-23 09:56:30,246 INFO [train.py:927] (6/8) Epoch 6, batch 5250, libri_loss[loss=0.2532, simple_loss=0.3457, pruned_loss=0.08034, over 12345.00 frames. utt_duration=951.3 frames, utt_pad_proportion=0.07731, over 52.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3306, pruned_loss=0.09297, over 2475403.47 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06402, over 20094.06 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3083, pruned_loss=0.06746, over 2289576.44 frames. utt_duration=1291 frames, utt_pad_proportion=0.04687, over 7104.80 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.333, pruned_loss=0.09625, over 2475785.78 frames. utt_duration=457.2 frames, utt_pad_proportion=0.06619, over 21731.78 utterances.], batch size: 52, lr: 5.42e-04
2022-08-23 09:58:14,354 INFO [train.py:927] (6/8) Epoch 6, batch 5300, giga_loss[loss=0.2325, simple_loss=0.3071, pruned_loss=0.07892, over 12373.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02893, over 85.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3298, pruned_loss=0.09318, over 2475020.44 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06855, over 20447.07 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3083, pruned_loss=0.06751, over 2293891.68 frames. utt_duration=1291 frames, utt_pad_proportion=0.04625, over 7118.12 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.3322, pruned_loss=0.09638, over 2475591.25 frames. utt_duration=450.2 frames, utt_pad_proportion=0.07038, over 22068.79 utterances.], batch size: 85, lr: 5.42e-04
2022-08-23 09:59:58,832 INFO [train.py:927] (6/8) Epoch 6, batch 5350, giga_loss[loss=0.2621, simple_loss=0.3351, pruned_loss=0.09452, over 12294.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02644, over 42.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3285, pruned_loss=0.0919, over 2475129.25 frames. utt_duration=481.8 frames, utt_pad_proportion=0.06908, over 20611.50 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3084, pruned_loss=0.06749, over 2294877.22 frames. utt_duration=1286 frames, utt_pad_proportion=0.04696, over 7147.53 utterances.], giga_tot_loss[loss=0.2598, simple_loss=0.3305, pruned_loss=0.09453, over 2475509.67 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07036, over 21909.56 utterances.], batch size: 42, lr: 5.42e-04
2022-08-23 10:01:44,707 INFO [train.py:927] (6/8) Epoch 6, batch 5400, giga_loss[loss=0.2134, simple_loss=0.293, pruned_loss=0.06689, over 12364.00 frames. utt_duration=971.4 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.33, pruned_loss=0.09344, over 2474790.76 frames. utt_duration=476.5 frames, utt_pad_proportion=0.06956, over 20841.33 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3084, pruned_loss=0.06765, over 2298487.01 frames. utt_duration=1289 frames, utt_pad_proportion=0.04632, over 7142.65 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.332, pruned_loss=0.09583, over 2475050.01 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07085, over 22117.03 utterances.], batch size: 51, lr: 5.42e-04
2022-08-23 10:03:30,591 INFO [train.py:927] (6/8) Epoch 6, batch 5450, giga_loss[loss=0.2564, simple_loss=0.3426, pruned_loss=0.0851, over 12347.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.0239, over 45.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3316, pruned_loss=0.09157, over 2475202.62 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06751, over 20411.81 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3089, pruned_loss=0.06775, over 2299446.57 frames. utt_duration=1289 frames, utt_pad_proportion=0.04612, over 7145.94 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3328, pruned_loss=0.09348, over 2475331.44 frames. utt_duration=462.6 frames, utt_pad_proportion=0.06875, over 21471.55 utterances.], batch size: 45, lr: 5.42e-04
2022-08-23 10:05:13,620 INFO [train.py:927] (6/8) Epoch 6, batch 5500, giga_loss[loss=0.2622, simple_loss=0.3344, pruned_loss=0.09502, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.0344, over 86.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3341, pruned_loss=0.09246, over 2475107.06 frames. utt_duration=488.6 frames, utt_pad_proportion=0.06893, over 20322.36 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3089, pruned_loss=0.06776, over 2303633.72 frames. utt_duration=1292 frames, utt_pad_proportion=0.04523, over 7139.46 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3354, pruned_loss=0.09446, over 2475355.61 frames. utt_duration=463 frames, utt_pad_proportion=0.07024, over 21452.40 utterances.], batch size: 86, lr: 5.42e-04
2022-08-23 10:06:59,346 INFO [train.py:927] (6/8) Epoch 6, batch 5550, giga_loss[loss=0.2556, simple_loss=0.3342, pruned_loss=0.08853, over 12385.00 frames. utt_duration=855.4 frames, utt_pad_proportion=0.03014, over 58.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.3365, pruned_loss=0.09522, over 2475520.52 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06942, over 20842.91 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3088, pruned_loss=0.06768, over 2306197.07 frames. utt_duration=1294 frames, utt_pad_proportion=0.0447, over 7135.44 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.338, pruned_loss=0.09725, over 2475723.00 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07066, over 21929.21 utterances.], batch size: 58, lr: 5.42e-04
2022-08-23 10:08:42,051 INFO [train.py:927] (6/8) Epoch 6, batch 5600, giga_loss[loss=0.2512, simple_loss=0.3414, pruned_loss=0.08054, over 12236.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03268, over 45.00 utterances.], tot_loss[loss=0.2614, simple_loss=0.3349, pruned_loss=0.09397, over 2474859.41 frames. utt_duration=481.6 frames, utt_pad_proportion=0.06951, over 20617.18 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3092, pruned_loss=0.06786, over 2307819.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.04948, over 7223.05 utterances.], giga_tot_loss[loss=0.2637, simple_loss=0.336, pruned_loss=0.09564, over 2475076.68 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06913, over 21511.17 utterances.], batch size: 45, lr: 5.42e-04
2022-08-23 10:10:27,088 INFO [train.py:927] (6/8) Epoch 6, batch 5650, libri_loss[loss=0.1782, simple_loss=0.2657, pruned_loss=0.04535, over 12272.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01151, over 28.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3334, pruned_loss=0.09144, over 2474796.18 frames. utt_duration=495.2 frames, utt_pad_proportion=0.06645, over 20052.51 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.309, pruned_loss=0.06783, over 2312471.95 frames. utt_duration=1286 frames, utt_pad_proportion=0.0485, over 7199.61 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3351, pruned_loss=0.09348, over 2475251.47 frames. utt_duration=469.7 frames, utt_pad_proportion=0.06673, over 21145.59 utterances.], batch size: 28, lr: 5.42e-04
2022-08-23 10:12:12,656 INFO [train.py:927] (6/8) Epoch 6, batch 5700, giga_loss[loss=0.277, simple_loss=0.3415, pruned_loss=0.1063, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0399, over 113.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3341, pruned_loss=0.09264, over 2474825.67 frames. utt_duration=482 frames, utt_pad_proportion=0.07039, over 20599.94 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3086, pruned_loss=0.06785, over 2316249.21 frames. utt_duration=1285 frames, utt_pad_proportion=0.0486, over 7219.20 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3365, pruned_loss=0.09484, over 2475416.59 frames. utt_duration=456.3 frames, utt_pad_proportion=0.0706, over 21769.73 utterances.], batch size: 113, lr: 5.42e-04
2022-08-23 10:13:57,795 INFO [train.py:927] (6/8) Epoch 6, batch 5750, libri_loss[loss=0.326, simple_loss=0.3882, pruned_loss=0.1319, over 12420.00 frames. utt_duration=418.8 frames, utt_pad_proportion=0.3467, over 119.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3342, pruned_loss=0.09392, over 2475067.08 frames. utt_duration=478.5 frames, utt_pad_proportion=0.07263, over 20756.50 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3094, pruned_loss=0.06846, over 2318792.65 frames. utt_duration=1267 frames, utt_pad_proportion=0.05393, over 7329.63 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3357, pruned_loss=0.09548, over 2475370.04 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07115, over 21765.40 utterances.], batch size: 119, lr: 5.41e-04
2022-08-23 10:15:43,972 INFO [train.py:927] (6/8) Epoch 6, batch 5800, giga_loss[loss=0.2213, simple_loss=0.3061, pruned_loss=0.06823, over 12418.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03414, over 75.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3317, pruned_loss=0.0924, over 2474906.75 frames. utt_duration=496 frames, utt_pad_proportion=0.07011, over 20017.39 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3098, pruned_loss=0.06846, over 2323799.36 frames. utt_duration=1271 frames, utt_pad_proportion=0.05245, over 7321.94 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3333, pruned_loss=0.09445, over 2475514.93 frames. utt_duration=467.3 frames, utt_pad_proportion=0.06965, over 21256.36 utterances.], batch size: 75, lr: 5.41e-04
2022-08-23 10:17:27,660 INFO [train.py:927] (6/8) Epoch 6, batch 5850, giga_loss[loss=0.2388, simple_loss=0.3194, pruned_loss=0.07916, over 12386.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02676, over 48.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3301, pruned_loss=0.09268, over 2474469.48 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07891, over 20939.76 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3092, pruned_loss=0.06823, over 2327980.31 frames. utt_duration=1276 frames, utt_pad_proportion=0.05126, over 7303.60 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3325, pruned_loss=0.09514, over 2475218.91 frames. utt_duration=445.6 frames, utt_pad_proportion=0.0786, over 22294.71 utterances.], batch size: 48, lr: 5.41e-04
2022-08-23 10:19:10,312 INFO [train.py:927] (6/8) Epoch 6, batch 5900, libri_loss[loss=0.1976, simple_loss=0.2844, pruned_loss=0.05542, over 12181.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.004755, over 33.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3272, pruned_loss=0.09024, over 2474358.05 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07819, over 21880.54 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3089, pruned_loss=0.06802, over 2330077.80 frames. utt_duration=1279 frames, utt_pad_proportion=0.05067, over 7298.04 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3297, pruned_loss=0.09268, over 2475053.12 frames. utt_duration=429.2 frames, utt_pad_proportion=0.07828, over 23149.43 utterances.], batch size: 33, lr: 5.41e-04
2022-08-23 10:20:57,483 INFO [train.py:927] (6/8) Epoch 6, batch 5950, libri_loss[loss=0.2701, simple_loss=0.3871, pruned_loss=0.07657, over 12386.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03978, over 46.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3252, pruned_loss=0.08836, over 2474358.55 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07426, over 21676.44 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3092, pruned_loss=0.0679, over 2333469.29 frames. utt_duration=1274 frames, utt_pad_proportion=0.05105, over 7337.19 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3272, pruned_loss=0.09088, over 2475055.62 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07464, over 22983.49 utterances.], batch size: 46, lr: 5.41e-04
2022-08-23 10:22:39,082 INFO [train.py:927] (6/8) Epoch 6, batch 6000, giga_loss[loss=0.2781, simple_loss=0.3402, pruned_loss=0.108, over 12378.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03058, over 97.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3215, pruned_loss=0.08701, over 2474162.16 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07361, over 21359.39 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3079, pruned_loss=0.06752, over 2338899.16 frames. utt_duration=1285 frames, utt_pad_proportion=0.04942, over 7288.17 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3248, pruned_loss=0.09019, over 2475481.21 frames. utt_duration=430.9 frames, utt_pad_proportion=0.07469, over 23059.22 utterances.], batch size: 97, lr: 5.41e-04
2022-08-23 10:22:39,084 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 10:22:52,686 INFO [train.py:967] (6/8) Epoch 6, validation: loss=0.1892, simple_loss=0.2971, pruned_loss=0.04062, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 10:24:35,904 INFO [train.py:927] (6/8) Epoch 6, batch 6050, giga_loss[loss=0.2516, simple_loss=0.3253, pruned_loss=0.08895, over 12356.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03463, over 104.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3226, pruned_loss=0.08752, over 2474343.77 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06994, over 20831.63 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.308, pruned_loss=0.06771, over 2341248.01 frames. utt_duration=1288 frames, utt_pad_proportion=0.04864, over 7277.44 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3254, pruned_loss=0.09025, over 2475721.48 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07142, over 22448.57 utterances.], batch size: 104, lr: 5.41e-04
2022-08-23 10:26:17,387 INFO [train.py:927] (6/8) Epoch 6, batch 6100, giga_loss[loss=0.2936, simple_loss=0.3418, pruned_loss=0.1227, over 12352.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2117, over 373.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3218, pruned_loss=0.0872, over 2472943.60 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07546, over 21117.78 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.307, pruned_loss=0.06752, over 2346583.34 frames. utt_duration=1298 frames, utt_pad_proportion=0.04721, over 7237.34 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3255, pruned_loss=0.09044, over 2475110.25 frames. utt_duration=430.7 frames, utt_pad_proportion=0.0768, over 23066.08 utterances.], batch size: 373, lr: 5.41e-04
2022-08-23 10:28:01,815 INFO [train.py:927] (6/8) Epoch 6, batch 6150, giga_loss[loss=0.2537, simple_loss=0.3386, pruned_loss=0.08435, over 12318.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02874, over 74.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3237, pruned_loss=0.08916, over 2474155.21 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08101, over 22136.60 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3072, pruned_loss=0.06761, over 2349679.78 frames. utt_duration=1295 frames, utt_pad_proportion=0.04662, over 7268.14 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3269, pruned_loss=0.09216, over 2475920.43 frames. utt_duration=414 frames, utt_pad_proportion=0.08215, over 24007.40 utterances.], batch size: 74, lr: 5.41e-04
2022-08-23 10:29:46,624 INFO [train.py:927] (6/8) Epoch 6, batch 6200, giga_loss[loss=0.2067, simple_loss=0.2881, pruned_loss=0.06258, over 12478.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03074, over 43.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3252, pruned_loss=0.08981, over 2473897.45 frames. utt_duration=445.9 frames, utt_pad_proportion=0.08295, over 22266.36 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3074, pruned_loss=0.06785, over 2352385.95 frames. utt_duration=1294 frames, utt_pad_proportion=0.04659, over 7279.16 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.328, pruned_loss=0.09251, over 2475638.64 frames. utt_duration=412.5 frames, utt_pad_proportion=0.08406, over 24092.07 utterances.], batch size: 43, lr: 5.41e-04
2022-08-23 10:31:32,551 INFO [train.py:927] (6/8) Epoch 6, batch 6250, giga_loss[loss=0.2816, simple_loss=0.3361, pruned_loss=0.1136, over 12390.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04078, over 133.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3257, pruned_loss=0.09056, over 2474459.14 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08472, over 22310.01 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3074, pruned_loss=0.06788, over 2354697.44 frames. utt_duration=1296 frames, utt_pad_proportion=0.04582, over 7274.68 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3283, pruned_loss=0.09306, over 2475925.82 frames. utt_duration=413.6 frames, utt_pad_proportion=0.08588, over 24028.48 utterances.], batch size: 133, lr: 5.40e-04
2022-08-23 10:33:19,856 INFO [train.py:927] (6/8) Epoch 6, batch 6300, giga_loss[loss=0.2178, simple_loss=0.292, pruned_loss=0.07175, over 12381.00 frames. utt_duration=855.1 frames, utt_pad_proportion=0.02827, over 58.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3271, pruned_loss=0.08969, over 2474847.38 frames. utt_duration=461 frames, utt_pad_proportion=0.07721, over 21543.11 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3075, pruned_loss=0.06791, over 2357546.73 frames. utt_duration=1300 frames, utt_pad_proportion=0.04499, over 7260.87 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3294, pruned_loss=0.09218, over 2476139.27 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07912, over 23264.50 utterances.], batch size: 58, lr: 5.40e-04
2022-08-23 10:35:07,170 INFO [train.py:927] (6/8) Epoch 6, batch 6350, giga_loss[loss=0.2533, simple_loss=0.3283, pruned_loss=0.08912, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3257, pruned_loss=0.08912, over 2474667.18 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07601, over 20996.65 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3072, pruned_loss=0.06775, over 2360629.65 frames. utt_duration=1304 frames, utt_pad_proportion=0.04402, over 7249.35 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.3284, pruned_loss=0.09181, over 2476037.66 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07819, over 22767.56 utterances.], batch size: 146, lr: 5.40e-04
2022-08-23 10:36:50,791 INFO [train.py:927] (6/8) Epoch 6, batch 6400, giga_loss[loss=0.2828, simple_loss=0.3469, pruned_loss=0.1094, over 12383.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07434, over 212.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3265, pruned_loss=0.09065, over 2474767.44 frames. utt_duration=450.7 frames, utt_pad_proportion=0.08257, over 22034.60 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3077, pruned_loss=0.06813, over 2366305.64 frames. utt_duration=1284 frames, utt_pad_proportion=0.04853, over 7380.61 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.329, pruned_loss=0.09346, over 2475823.69 frames. utt_duration=414.6 frames, utt_pad_proportion=0.08309, over 23970.39 utterances.], batch size: 212, lr: 5.40e-04
2022-08-23 10:38:34,441 INFO [train.py:927] (6/8) Epoch 6, batch 6450, giga_loss[loss=0.2305, simple_loss=0.3056, pruned_loss=0.07765, over 12440.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04332, over 34.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3261, pruned_loss=0.09123, over 2474343.66 frames. utt_duration=445.6 frames, utt_pad_proportion=0.0831, over 22284.81 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3076, pruned_loss=0.06812, over 2368700.50 frames. utt_duration=1285 frames, utt_pad_proportion=0.04793, over 7381.96 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3286, pruned_loss=0.09399, over 2475446.67 frames. utt_duration=411.4 frames, utt_pad_proportion=0.08386, over 24154.80 utterances.], batch size: 34, lr: 5.40e-04
2022-08-23 10:40:14,673 INFO [train.py:927] (6/8) Epoch 6, batch 6500, giga_loss[loss=0.2279, simple_loss=0.3167, pruned_loss=0.06955, over 12331.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03491, over 62.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3251, pruned_loss=0.09104, over 2474874.34 frames. utt_duration=445.2 frames, utt_pad_proportion=0.08498, over 22309.44 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3072, pruned_loss=0.06812, over 2371321.03 frames. utt_duration=1288 frames, utt_pad_proportion=0.04739, over 7374.58 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3278, pruned_loss=0.09373, over 2475747.24 frames. utt_duration=411.9 frames, utt_pad_proportion=0.08581, over 24125.57 utterances.], batch size: 62, lr: 5.40e-04
2022-08-23 10:42:01,777 INFO [train.py:927] (6/8) Epoch 6, batch 6550, libri_loss[loss=0.1884, simple_loss=0.2687, pruned_loss=0.05405, over 12224.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009172, over 29.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.326, pruned_loss=0.09168, over 2474157.36 frames. utt_duration=461 frames, utt_pad_proportion=0.08042, over 21537.26 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3069, pruned_loss=0.06802, over 2374207.47 frames. utt_duration=1292 frames, utt_pad_proportion=0.04646, over 7359.46 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3291, pruned_loss=0.09459, over 2475013.38 frames. utt_duration=424.2 frames, utt_pad_proportion=0.08198, over 23416.05 utterances.], batch size: 29, lr: 5.40e-04
2022-08-23 10:43:41,786 INFO [train.py:927] (6/8) Epoch 6, batch 6600, giga_loss[loss=0.3715, simple_loss=0.3982, pruned_loss=0.1724, over 12405.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1066, over 259.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3282, pruned_loss=0.0941, over 2473836.43 frames. utt_duration=448.8 frames, utt_pad_proportion=0.08267, over 22119.34 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3063, pruned_loss=0.06765, over 2376922.82 frames. utt_duration=1297 frames, utt_pad_proportion=0.04528, over 7341.24 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3317, pruned_loss=0.09751, over 2475170.13 frames. utt_duration=412.5 frames, utt_pad_proportion=0.08432, over 24089.18 utterances.], batch size: 259, lr: 5.40e-04
2022-08-23 10:45:23,122 INFO [train.py:927] (6/8) Epoch 6, batch 6650, giga_loss[loss=0.2405, simple_loss=0.3241, pruned_loss=0.07846, over 12413.00 frames. utt_duration=857.6 frames, utt_pad_proportion=0.02764, over 58.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3277, pruned_loss=0.09295, over 2474236.51 frames. utt_duration=457.8 frames, utt_pad_proportion=0.08323, over 21686.53 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3066, pruned_loss=0.06779, over 2379972.93 frames. utt_duration=1268 frames, utt_pad_proportion=0.05381, over 7518.45 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3309, pruned_loss=0.09627, over 2475140.25 frames. utt_duration=422.7 frames, utt_pad_proportion=0.08257, over 23502.68 utterances.], batch size: 58, lr: 5.40e-04
2022-08-23 10:47:06,013 INFO [train.py:927] (6/8) Epoch 6, batch 6700, giga_loss[loss=0.226, simple_loss=0.3046, pruned_loss=0.0737, over 12339.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.0488, over 26.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3278, pruned_loss=0.09258, over 2473718.59 frames. utt_duration=466.9 frames, utt_pad_proportion=0.0826, over 21259.54 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3061, pruned_loss=0.06747, over 2381266.22 frames. utt_duration=1274 frames, utt_pad_proportion=0.05335, over 7486.33 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3312, pruned_loss=0.09592, over 2474956.44 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08237, over 22975.01 utterances.], batch size: 26, lr: 5.40e-04
2022-08-23 10:48:49,936 INFO [train.py:927] (6/8) Epoch 6, batch 6750, giga_loss[loss=0.2402, simple_loss=0.3133, pruned_loss=0.08355, over 12382.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02775, over 66.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3281, pruned_loss=0.09252, over 2473976.49 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07705, over 20300.80 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3057, pruned_loss=0.06733, over 2382893.34 frames. utt_duration=1277 frames, utt_pad_proportion=0.05276, over 7470.11 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3314, pruned_loss=0.09565, over 2474727.51 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07751, over 21850.86 utterances.], batch size: 66, lr: 5.39e-04
2022-08-23 10:50:32,600 INFO [train.py:927] (6/8) Epoch 6, batch 6800, libri_loss[loss=0.1974, simple_loss=0.2829, pruned_loss=0.05594, over 12406.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007989, over 30.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.33, pruned_loss=0.09287, over 2474245.80 frames. utt_duration=484.7 frames, utt_pad_proportion=0.07088, over 20478.76 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.3057, pruned_loss=0.06722, over 2385236.63 frames. utt_duration=1279 frames, utt_pad_proportion=0.05195, over 7470.17 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3332, pruned_loss=0.09606, over 2474772.96 frames. utt_duration=451 frames, utt_pad_proportion=0.07204, over 22018.31 utterances.], batch size: 30, lr: 5.39e-04
2022-08-23 10:52:18,913 INFO [train.py:927] (6/8) Epoch 6, batch 6850, giga_loss[loss=0.2227, simple_loss=0.2992, pruned_loss=0.07309, over 12206.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03423, over 28.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3305, pruned_loss=0.09267, over 2474071.84 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07107, over 20974.48 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3061, pruned_loss=0.06714, over 2386801.13 frames. utt_duration=1283 frames, utt_pad_proportion=0.0512, over 7449.97 utterances.], giga_tot_loss[loss=0.2623, simple_loss=0.3331, pruned_loss=0.09574, over 2474663.71 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07231, over 22472.22 utterances.], batch size: 28, lr: 5.39e-04
2022-08-23 10:54:00,626 INFO [train.py:927] (6/8) Epoch 6, batch 6900, libri_loss[loss=0.2082, simple_loss=0.2831, pruned_loss=0.06666, over 12398.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008273, over 30.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3301, pruned_loss=0.0927, over 2473892.46 frames. utt_duration=469.2 frames, utt_pad_proportion=0.07451, over 21156.78 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3059, pruned_loss=0.06703, over 2389360.38 frames. utt_duration=1292 frames, utt_pad_proportion=0.04995, over 7407.79 utterances.], giga_tot_loss[loss=0.2627, simple_loss=0.3332, pruned_loss=0.0961, over 2474773.26 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07588, over 22845.91 utterances.], batch size: 30, lr: 5.39e-04
2022-08-23 10:55:48,574 INFO [train.py:927] (6/8) Epoch 6, batch 6950, giga_loss[loss=0.2613, simple_loss=0.335, pruned_loss=0.09376, over 12362.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02848, over 91.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3297, pruned_loss=0.09314, over 2473966.10 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07461, over 21215.36 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3057, pruned_loss=0.06716, over 2391670.04 frames. utt_duration=1283 frames, utt_pad_proportion=0.05239, over 7465.35 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.333, pruned_loss=0.09644, over 2474845.36 frames. utt_duration=433.9 frames, utt_pad_proportion=0.07531, over 22892.12 utterances.], batch size: 91, lr: 5.39e-04
2022-08-23 10:57:34,027 INFO [train.py:927] (6/8) Epoch 6, batch 7000, giga_loss[loss=0.2846, simple_loss=0.3541, pruned_loss=0.1076, over 12243.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.03883, over 28.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3315, pruned_loss=0.09544, over 2474040.88 frames. utt_duration=468 frames, utt_pad_proportion=0.07477, over 21213.44 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3054, pruned_loss=0.06713, over 2392347.42 frames. utt_duration=1286 frames, utt_pad_proportion=0.05216, over 7450.72 utterances.], giga_tot_loss[loss=0.2656, simple_loss=0.3346, pruned_loss=0.09833, over 2474872.72 frames. utt_duration=438 frames, utt_pad_proportion=0.07544, over 22677.23 utterances.], batch size: 28, lr: 5.39e-04
2022-08-23 10:59:15,450 INFO [train.py:927] (6/8) Epoch 6, batch 7050, giga_loss[loss=0.2406, simple_loss=0.3178, pruned_loss=0.08175, over 12350.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3311, pruned_loss=0.09465, over 2473950.23 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07508, over 20840.48 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3052, pruned_loss=0.06696, over 2395462.28 frames. utt_duration=1268 frames, utt_pad_proportion=0.05681, over 7564.24 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3346, pruned_loss=0.09812, over 2474702.88 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07461, over 22405.80 utterances.], batch size: 97, lr: 5.39e-04
2022-08-23 11:00:59,227 INFO [train.py:927] (6/8) Epoch 6, batch 7100, giga_loss[loss=0.2382, simple_loss=0.3238, pruned_loss=0.07631, over 12438.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03771, over 105.00 utterances.], tot_loss[loss=0.2607, simple_loss=0.3316, pruned_loss=0.0949, over 2473623.81 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07488, over 21040.50 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3052, pruned_loss=0.06699, over 2396203.91 frames. utt_duration=1266 frames, utt_pad_proportion=0.05706, over 7581.52 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.3347, pruned_loss=0.098, over 2474622.60 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07456, over 22453.64 utterances.], batch size: 105, lr: 5.39e-04
2022-08-23 11:02:42,688 INFO [train.py:927] (6/8) Epoch 6, batch 7150, giga_loss[loss=0.3463, simple_loss=0.3841, pruned_loss=0.1542, over 12379.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2596, simple_loss=0.3309, pruned_loss=0.09418, over 2473519.03 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07668, over 21450.63 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3053, pruned_loss=0.06694, over 2398217.89 frames. utt_duration=1271 frames, utt_pad_proportion=0.05573, over 7555.44 utterances.], giga_tot_loss[loss=0.2645, simple_loss=0.3341, pruned_loss=0.09746, over 2474556.04 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07686, over 22979.30 utterances.], batch size: 258, lr: 5.39e-04
2022-08-23 11:04:27,783 INFO [train.py:927] (6/8) Epoch 6, batch 7200, giga_loss[loss=0.249, simple_loss=0.3221, pruned_loss=0.08796, over 12425.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03883, over 105.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3286, pruned_loss=0.09328, over 2474571.83 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07641, over 20830.88 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3056, pruned_loss=0.06715, over 2398966.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05988, over 7638.87 utterances.], giga_tot_loss[loss=0.2615, simple_loss=0.3311, pruned_loss=0.09592, over 2475391.76 frames. utt_duration=449.9 frames, utt_pad_proportion=0.07541, over 22080.29 utterances.], batch size: 105, lr: 5.39e-04
2022-08-23 11:06:13,540 INFO [train.py:927] (6/8) Epoch 6, batch 7250, giga_loss[loss=0.2729, simple_loss=0.343, pruned_loss=0.1014, over 12422.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0366, over 113.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3256, pruned_loss=0.09205, over 2474385.41 frames. utt_duration=469.8 frames, utt_pad_proportion=0.0769, over 21136.61 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3052, pruned_loss=0.067, over 2400529.35 frames. utt_duration=1262 frames, utt_pad_proportion=0.05901, over 7619.34 utterances.], giga_tot_loss[loss=0.2588, simple_loss=0.3282, pruned_loss=0.09469, over 2474983.54 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07641, over 22356.65 utterances.], batch size: 113, lr: 5.38e-04
2022-08-23 11:07:59,974 INFO [train.py:927] (6/8) Epoch 6, batch 7300, libri_loss[loss=0.1955, simple_loss=0.2942, pruned_loss=0.0484, over 12204.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.03336, over 27.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3247, pruned_loss=0.09133, over 2473691.61 frames. utt_duration=469.7 frames, utt_pad_proportion=0.07778, over 21134.12 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3058, pruned_loss=0.06699, over 2401641.55 frames. utt_duration=1269 frames, utt_pad_proportion=0.05823, over 7579.21 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3268, pruned_loss=0.09401, over 2474828.73 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07772, over 22453.00 utterances.], batch size: 27, lr: 5.38e-04
2022-08-23 11:09:43,415 INFO [train.py:927] (6/8) Epoch 6, batch 7350, giga_loss[loss=0.2438, simple_loss=0.3321, pruned_loss=0.07771, over 12393.00 frames. utt_duration=752.3 frames, utt_pad_proportion=0.02555, over 66.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3255, pruned_loss=0.08932, over 2474286.39 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07659, over 21913.65 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3069, pruned_loss=0.06723, over 2403248.51 frames. utt_duration=1244 frames, utt_pad_proportion=0.06508, over 7736.44 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3266, pruned_loss=0.09164, over 2475046.44 frames. utt_duration=430.8 frames, utt_pad_proportion=0.07485, over 23058.64 utterances.], batch size: 66, lr: 5.38e-04
2022-08-23 11:11:25,674 INFO [train.py:927] (6/8) Epoch 6, batch 7400, libri_loss[loss=0.1886, simple_loss=0.2691, pruned_loss=0.05408, over 12398.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006584, over 31.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.323, pruned_loss=0.08596, over 2474903.85 frames. utt_duration=437.4 frames, utt_pad_proportion=0.074, over 22709.66 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3066, pruned_loss=0.06722, over 2405019.07 frames. utt_duration=1250 frames, utt_pad_proportion=0.06359, over 7703.72 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3246, pruned_loss=0.08841, over 2475856.78 frames. utt_duration=412.8 frames, utt_pad_proportion=0.07333, over 24075.47 utterances.], batch size: 31, lr: 5.38e-04
2022-08-23 11:13:10,596 INFO [train.py:927] (6/8) Epoch 6, batch 7450, giga_loss[loss=0.2274, simple_loss=0.3239, pruned_loss=0.06543, over 12385.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03479, over 122.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3197, pruned_loss=0.08224, over 2475717.45 frames. utt_duration=430 frames, utt_pad_proportion=0.07629, over 23106.88 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3069, pruned_loss=0.06741, over 2407648.85 frames. utt_duration=1241 frames, utt_pad_proportion=0.06603, over 7768.25 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3212, pruned_loss=0.08458, over 2476289.83 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07518, over 24633.64 utterances.], batch size: 122, lr: 5.38e-04
2022-08-23 11:14:49,342 INFO [train.py:927] (6/8) Epoch 6, batch 7500, giga_loss[loss=0.226, simple_loss=0.3181, pruned_loss=0.06695, over 12364.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3185, pruned_loss=0.08026, over 2476029.25 frames. utt_duration=411.3 frames, utt_pad_proportion=0.07746, over 24162.76 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3068, pruned_loss=0.06736, over 2409415.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.06498, over 7755.95 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3201, pruned_loss=0.08248, over 2476415.28 frames. utt_duration=386 frames, utt_pad_proportion=0.07692, over 25755.40 utterances.], batch size: 58, lr: 5.38e-04
2022-08-23 11:16:30,361 INFO [train.py:927] (6/8) Epoch 6, batch 7550, giga_loss[loss=0.2107, simple_loss=0.2978, pruned_loss=0.06179, over 12443.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04098, over 146.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3163, pruned_loss=0.07831, over 2476355.12 frames. utt_duration=405 frames, utt_pad_proportion=0.07477, over 24547.09 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3069, pruned_loss=0.06738, over 2409727.92 frames. utt_duration=1242 frames, utt_pad_proportion=0.06495, over 7768.17 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3175, pruned_loss=0.08009, over 2476672.84 frames. utt_duration=384.7 frames, utt_pad_proportion=0.07451, over 25847.50 utterances.], batch size: 146, lr: 5.38e-04
2022-08-23 11:18:09,760 INFO [train.py:927] (6/8) Epoch 6, batch 7600, giga_loss[loss=0.1888, simple_loss=0.2797, pruned_loss=0.04892, over 12427.00 frames. utt_duration=905 frames, utt_pad_proportion=0.02999, over 55.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3142, pruned_loss=0.07647, over 2476947.84 frames. utt_duration=411.9 frames, utt_pad_proportion=0.06973, over 24138.70 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3068, pruned_loss=0.06733, over 2410724.30 frames. utt_duration=1246 frames, utt_pad_proportion=0.06426, over 7746.79 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3154, pruned_loss=0.07806, over 2477198.38 frames. utt_duration=391.3 frames, utt_pad_proportion=0.06996, over 25419.43 utterances.], batch size: 55, lr: 5.38e-04
2022-08-23 11:19:53,332 INFO [train.py:927] (6/8) Epoch 6, batch 7650, giga_loss[loss=0.2181, simple_loss=0.3048, pruned_loss=0.06568, over 12380.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.03476, over 80.00 utterances.], tot_loss[loss=0.2302, simple_loss=0.3119, pruned_loss=0.07424, over 2476305.24 frames. utt_duration=402.6 frames, utt_pad_proportion=0.073, over 24688.89 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3069, pruned_loss=0.06738, over 2411437.35 frames. utt_duration=1244 frames, utt_pad_proportion=0.06425, over 7761.36 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3128, pruned_loss=0.07556, over 2476737.17 frames. utt_duration=383.9 frames, utt_pad_proportion=0.07306, over 25905.46 utterances.], batch size: 80, lr: 5.38e-04
2022-08-23 11:21:34,102 INFO [train.py:927] (6/8) Epoch 6, batch 7700, giga_loss[loss=0.2087, simple_loss=0.2949, pruned_loss=0.06128, over 12380.00 frames. utt_duration=855.5 frames, utt_pad_proportion=0.03008, over 58.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3079, pruned_loss=0.07234, over 2476411.43 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07838, over 24926.06 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3067, pruned_loss=0.0676, over 2413831.14 frames. utt_duration=1250 frames, utt_pad_proportion=0.06244, over 7732.52 utterances.], giga_tot_loss[loss=0.2279, simple_loss=0.3089, pruned_loss=0.07342, over 2476905.84 frames. utt_duration=374.7 frames, utt_pad_proportion=0.07866, over 26544.04 utterances.], batch size: 58, lr: 5.38e-04
2022-08-23 11:23:16,822 INFO [train.py:927] (6/8) Epoch 6, batch 7750, giga_loss[loss=0.1963, simple_loss=0.2702, pruned_loss=0.06117, over 12354.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1934, over 364.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3058, pruned_loss=0.07138, over 2476379.50 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07651, over 24737.09 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3066, pruned_loss=0.06751, over 2414750.04 frames. utt_duration=1253 frames, utt_pad_proportion=0.06175, over 7719.60 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3067, pruned_loss=0.07237, over 2476785.04 frames. utt_duration=379 frames, utt_pad_proportion=0.07706, over 26243.02 utterances.], batch size: 364, lr: 5.38e-04
2022-08-23 11:25:07,769 INFO [train.py:927] (6/8) Epoch 6, batch 7800, libri_loss[loss=0.3006, simple_loss=0.3664, pruned_loss=0.1174, over 12477.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007075, over 37.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3074, pruned_loss=0.07116, over 2476501.66 frames. utt_duration=418.7 frames, utt_pad_proportion=0.07216, over 23741.69 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3067, pruned_loss=0.06755, over 2417061.62 frames. utt_duration=1261 frames, utt_pad_proportion=0.06004, over 7678.66 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3081, pruned_loss=0.07203, over 2476925.92 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07349, over 25585.05 utterances.], batch size: 37, lr: 5.37e-04
2022-08-23 11:27:14,934 INFO [train.py:927] (6/8) Epoch 6, batch 7850, giga_loss[loss=0.225, simple_loss=0.3022, pruned_loss=0.07396, over 12341.00 frames. utt_duration=749.2 frames, utt_pad_proportion=0.02952, over 66.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3082, pruned_loss=0.07162, over 2476791.68 frames. utt_duration=420.9 frames, utt_pad_proportion=0.06877, over 23617.93 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3069, pruned_loss=0.06781, over 2417723.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.05985, over 7694.86 utterances.], giga_tot_loss[loss=0.2263, simple_loss=0.3085, pruned_loss=0.07209, over 2477056.36 frames. utt_duration=394.7 frames, utt_pad_proportion=0.07012, over 25191.86 utterances.], batch size: 66, lr: 5.37e-04
2022-08-23 11:29:07,925 INFO [train.py:927] (6/8) Epoch 6, batch 7900, giga_loss[loss=0.2163, simple_loss=0.2978, pruned_loss=0.06742, over 12389.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09831, over 256.00 utterances.], tot_loss[loss=0.2233, simple_loss=0.3065, pruned_loss=0.07005, over 2477127.16 frames. utt_duration=403.2 frames, utt_pad_proportion=0.07243, over 24660.05 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.307, pruned_loss=0.06788, over 2418975.86 frames. utt_duration=1256 frames, utt_pad_proportion=0.05969, over 7710.26 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3067, pruned_loss=0.07044, over 2477553.54 frames. utt_duration=378.5 frames, utt_pad_proportion=0.07337, over 26275.50 utterances.], batch size: 256, lr: 5.37e-04
2022-08-23 11:31:15,029 INFO [train.py:927] (6/8) Epoch 6, batch 7950, giga_loss[loss=0.1976, simple_loss=0.2797, pruned_loss=0.05774, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03979, over 113.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3032, pruned_loss=0.06805, over 2476798.29 frames. utt_duration=415.1 frames, utt_pad_proportion=0.0685, over 23942.55 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3066, pruned_loss=0.0677, over 2419950.86 frames. utt_duration=1261 frames, utt_pad_proportion=0.05857, over 7687.67 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3036, pruned_loss=0.06855, over 2477575.18 frames. utt_duration=388 frames, utt_pad_proportion=0.06987, over 25629.87 utterances.], batch size: 113, lr: 5.37e-04
2022-08-23 11:33:06,417 INFO [train.py:927] (6/8) Epoch 6, batch 8000, giga_loss[loss=0.2055, simple_loss=0.2954, pruned_loss=0.05784, over 12353.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02838, over 66.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3016, pruned_loss=0.06713, over 2475842.26 frames. utt_duration=415.1 frames, utt_pad_proportion=0.06931, over 23932.32 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3062, pruned_loss=0.06755, over 2420355.62 frames. utt_duration=1264 frames, utt_pad_proportion=0.05796, over 7665.44 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3022, pruned_loss=0.06766, over 2476866.70 frames. utt_duration=389.6 frames, utt_pad_proportion=0.07057, over 25518.89 utterances.], batch size: 66, lr: 5.37e-04
2022-08-23 11:35:21,007 INFO [train.py:927] (6/8) Epoch 6, batch 8050, giga_loss[loss=0.2067, simple_loss=0.2996, pruned_loss=0.0569, over 12138.00 frames. utt_duration=1735 frames, utt_pad_proportion=0.03603, over 28.00 utterances.], tot_loss[loss=0.218, simple_loss=0.303, pruned_loss=0.06651, over 2475924.07 frames. utt_duration=434.7 frames, utt_pad_proportion=0.06462, over 22850.00 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3066, pruned_loss=0.06757, over 2420492.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05773, over 7661.11 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3032, pruned_loss=0.06691, over 2476867.25 frames. utt_duration=411.2 frames, utt_pad_proportion=0.06599, over 24171.74 utterances.], batch size: 28, lr: 5.37e-04
2022-08-23 11:37:20,065 INFO [train.py:927] (6/8) Epoch 6, batch 8100, giga_loss[loss=0.196, simple_loss=0.292, pruned_loss=0.05002, over 12429.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02967, over 122.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3028, pruned_loss=0.06629, over 2476204.70 frames. utt_duration=434 frames, utt_pad_proportion=0.06224, over 22888.53 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3073, pruned_loss=0.06775, over 2421651.92 frames. utt_duration=1265 frames, utt_pad_proportion=0.0573, over 7667.79 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3021, pruned_loss=0.0664, over 2477401.50 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06364, over 24351.94 utterances.], batch size: 122, lr: 5.37e-04
2022-08-23 11:39:17,597 INFO [train.py:927] (6/8) Epoch 6, batch 8150, libri_loss[loss=0.2319, simple_loss=0.3144, pruned_loss=0.07475, over 12394.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00567, over 34.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3046, pruned_loss=0.06616, over 2477237.83 frames. utt_duration=417 frames, utt_pad_proportion=0.0672, over 23836.50 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3072, pruned_loss=0.06793, over 2423944.15 frames. utt_duration=1258 frames, utt_pad_proportion=0.05998, over 7716.95 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.304, pruned_loss=0.06605, over 2478084.09 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06746, over 25536.03 utterances.], batch size: 34, lr: 5.37e-04
2022-08-23 11:41:20,689 INFO [train.py:927] (6/8) Epoch 6, batch 8200, giga_loss[loss=0.2153, simple_loss=0.3131, pruned_loss=0.05881, over 12359.00 frames. utt_duration=1596 frames, utt_pad_proportion=0.04441, over 31.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3051, pruned_loss=0.06527, over 2477570.00 frames. utt_duration=398.8 frames, utt_pad_proportion=0.06827, over 24926.32 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3071, pruned_loss=0.06795, over 2424624.80 frames. utt_duration=1260 frames, utt_pad_proportion=0.05917, over 7705.61 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3047, pruned_loss=0.06513, over 2478558.68 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06862, over 26552.60 utterances.], batch size: 31, lr: 5.37e-04
2022-08-23 11:43:22,875 INFO [train.py:927] (6/8) Epoch 6, batch 8250, libri_loss[loss=0.1989, simple_loss=0.2951, pruned_loss=0.05135, over 12296.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005634, over 35.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3057, pruned_loss=0.06578, over 2476971.69 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06813, over 24484.35 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3069, pruned_loss=0.06785, over 2425885.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.05871, over 7718.60 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3056, pruned_loss=0.06567, over 2478305.88 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06865, over 26326.42 utterances.], batch size: 35, lr: 5.37e-04
2022-08-23 11:45:51,440 INFO [train.py:927] (6/8) Epoch 6, batch 8300, giga_loss[loss=0.2344, simple_loss=0.3229, pruned_loss=0.07296, over 12314.00 frames. utt_duration=704.5 frames, utt_pad_proportion=0.02687, over 70.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3057, pruned_loss=0.06651, over 2477390.66 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06587, over 24255.19 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3064, pruned_loss=0.06764, over 2427155.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.05739, over 7695.28 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.306, pruned_loss=0.06654, over 2478692.00 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06684, over 26203.14 utterances.], batch size: 70, lr: 5.36e-04
2022-08-23 11:47:56,783 INFO [train.py:927] (6/8) Epoch 6, batch 8350, giga_loss[loss=0.198, simple_loss=0.2805, pruned_loss=0.05775, over 12277.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02462, over 45.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3029, pruned_loss=0.06538, over 2477953.11 frames. utt_duration=413.2 frames, utt_pad_proportion=0.06539, over 24054.38 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3064, pruned_loss=0.06753, over 2428162.43 frames. utt_duration=1265 frames, utt_pad_proportion=0.0563, over 7688.93 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3031, pruned_loss=0.06547, over 2479229.11 frames. utt_duration=382.8 frames, utt_pad_proportion=0.06654, over 25983.62 utterances.], batch size: 45, lr: 5.36e-04
2022-08-23 11:50:03,057 INFO [train.py:927] (6/8) Epoch 6, batch 8400, giga_loss[loss=0.2089, simple_loss=0.2966, pruned_loss=0.06058, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02844, over 48.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3022, pruned_loss=0.0649, over 2478126.46 frames. utt_duration=411.1 frames, utt_pad_proportion=0.0639, over 24183.22 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3074, pruned_loss=0.0676, over 2429055.43 frames. utt_duration=1266 frames, utt_pad_proportion=0.05566, over 7684.58 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.3014, pruned_loss=0.06489, over 2479001.35 frames. utt_duration=383.5 frames, utt_pad_proportion=0.06513, over 25937.84 utterances.], batch size: 48, lr: 5.36e-04
2022-08-23 11:52:04,256 INFO [train.py:927] (6/8) Epoch 6, batch 8450, giga_loss[loss=0.2391, simple_loss=0.317, pruned_loss=0.08059, over 12427.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06253, over 183.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3032, pruned_loss=0.06579, over 2478103.95 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06111, over 23456.88 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3074, pruned_loss=0.06753, over 2429726.50 frames. utt_duration=1266 frames, utt_pad_proportion=0.05531, over 7686.87 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3025, pruned_loss=0.06581, over 2479061.17 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06242, over 25122.05 utterances.], batch size: 183, lr: 5.36e-04
2022-08-23 11:54:04,724 INFO [train.py:927] (6/8) Epoch 6, batch 8500, giga_loss[loss=0.2315, simple_loss=0.3187, pruned_loss=0.07222, over 12369.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06091, over 182.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3033, pruned_loss=0.06681, over 2477821.61 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06267, over 23686.36 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3072, pruned_loss=0.06743, over 2430977.61 frames. utt_duration=1252 frames, utt_pad_proportion=0.05924, over 7777.86 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3028, pruned_loss=0.06689, over 2479005.09 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06257, over 25462.48 utterances.], batch size: 182, lr: 5.36e-04
2022-08-23 11:56:19,663 INFO [train.py:927] (6/8) Epoch 6, batch 8550, giga_loss[loss=0.1833, simple_loss=0.2617, pruned_loss=0.05242, over 12397.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1854, over 361.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3033, pruned_loss=0.06609, over 2476956.85 frames. utt_duration=418.7 frames, utt_pad_proportion=0.06523, over 23728.60 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3071, pruned_loss=0.06735, over 2431632.81 frames. utt_duration=1257 frames, utt_pad_proportion=0.05812, over 7748.28 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3028, pruned_loss=0.06617, over 2478758.03 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06531, over 25676.05 utterances.], batch size: 361, lr: 5.36e-04
2022-08-23 11:58:35,311 INFO [train.py:927] (6/8) Epoch 6, batch 8600, giga_loss[loss=0.2242, simple_loss=0.2961, pruned_loss=0.07621, over 12410.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03295, over 80.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3015, pruned_loss=0.06545, over 2477424.61 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06531, over 23472.13 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3069, pruned_loss=0.06727, over 2432767.41 frames. utt_duration=1263 frames, utt_pad_proportion=0.05689, over 7713.36 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3012, pruned_loss=0.06554, over 2479079.46 frames. utt_duration=390 frames, utt_pad_proportion=0.06575, over 25501.65 utterances.], batch size: 80, lr: 5.36e-04
2022-08-23 12:00:38,675 INFO [train.py:927] (6/8) Epoch 6, batch 8650, giga_loss[loss=0.2003, simple_loss=0.2821, pruned_loss=0.05927, over 12403.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05885, over 182.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2969, pruned_loss=0.06414, over 2477360.80 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06593, over 23867.72 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3068, pruned_loss=0.06726, over 2433180.26 frames. utt_duration=1265 frames, utt_pad_proportion=0.05645, over 7703.25 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2966, pruned_loss=0.06419, over 2478698.63 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06637, over 25621.27 utterances.], batch size: 182, lr: 5.36e-04
2022-08-23 12:02:31,632 INFO [train.py:927] (6/8) Epoch 6, batch 8700, giga_loss[loss=0.2031, simple_loss=0.2933, pruned_loss=0.05648, over 12302.00 frames. utt_duration=747 frames, utt_pad_proportion=0.03234, over 66.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2963, pruned_loss=0.06426, over 2476864.07 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06292, over 22904.55 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3055, pruned_loss=0.06693, over 2434554.20 frames. utt_duration=1262 frames, utt_pad_proportion=0.05844, over 7722.94 utterances.], giga_tot_loss[loss=0.2129, simple_loss=0.2968, pruned_loss=0.06446, over 2478660.81 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06308, over 25017.76 utterances.], batch size: 66, lr: 5.36e-04
2022-08-23 12:04:34,165 INFO [train.py:927] (6/8) Epoch 6, batch 8750, giga_loss[loss=0.1887, simple_loss=0.2848, pruned_loss=0.04627, over 12438.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.0285, over 75.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2954, pruned_loss=0.06375, over 2477515.76 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06488, over 23895.33 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3054, pruned_loss=0.06688, over 2435212.52 frames. utt_duration=1265 frames, utt_pad_proportion=0.05793, over 7710.11 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2958, pruned_loss=0.06391, over 2478921.00 frames. utt_duration=385.6 frames, utt_pad_proportion=0.06502, over 25794.14 utterances.], batch size: 75, lr: 5.36e-04
2022-08-23 12:06:45,898 INFO [train.py:927] (6/8) Epoch 6, batch 8800, giga_loss[loss=0.1983, simple_loss=0.2887, pruned_loss=0.054, over 12297.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.03433, over 51.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2944, pruned_loss=0.06374, over 2476996.43 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06595, over 24181.56 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3053, pruned_loss=0.06686, over 2436119.05 frames. utt_duration=1270 frames, utt_pad_proportion=0.05666, over 7683.16 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2945, pruned_loss=0.06381, over 2478425.10 frames. utt_duration=379.9 frames, utt_pad_proportion=0.06639, over 26177.14 utterances.], batch size: 51, lr: 5.36e-04
2022-08-23 12:08:53,816 INFO [train.py:927] (6/8) Epoch 6, batch 8850, giga_loss[loss=0.1967, simple_loss=0.2903, pruned_loss=0.05159, over 12427.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03883, over 133.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2942, pruned_loss=0.0634, over 2477336.05 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06457, over 24071.68 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3049, pruned_loss=0.06673, over 2436706.89 frames. utt_duration=1277 frames, utt_pad_proportion=0.05579, over 7643.51 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2944, pruned_loss=0.0635, over 2478876.05 frames. utt_duration=381.6 frames, utt_pad_proportion=0.0653, over 26064.24 utterances.], batch size: 133, lr: 5.35e-04
2022-08-23 12:10:51,387 INFO [train.py:927] (6/8) Epoch 6, batch 8900, giga_loss[loss=0.1952, simple_loss=0.2877, pruned_loss=0.05133, over 12442.00 frames. utt_duration=409 frames, utt_pad_proportion=0.03092, over 122.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.294, pruned_loss=0.06339, over 2477416.64 frames. utt_duration=407.6 frames, utt_pad_proportion=0.06401, over 24381.14 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.305, pruned_loss=0.06684, over 2437259.62 frames. utt_duration=1274 frames, utt_pad_proportion=0.05587, over 7659.61 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2939, pruned_loss=0.06332, over 2478683.20 frames. utt_duration=380 frames, utt_pad_proportion=0.06464, over 26173.51 utterances.], batch size: 122, lr: 5.35e-04
2022-08-23 12:12:50,895 INFO [train.py:927] (6/8) Epoch 6, batch 8950, libri_loss[loss=0.2019, simple_loss=0.2896, pruned_loss=0.05707, over 12305.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005892, over 35.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2958, pruned_loss=0.0633, over 2476683.43 frames. utt_duration=397.9 frames, utt_pad_proportion=0.069, over 24974.55 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.305, pruned_loss=0.06671, over 2437660.45 frames. utt_duration=1281 frames, utt_pad_proportion=0.05425, over 7621.12 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2954, pruned_loss=0.06323, over 2478777.54 frames. utt_duration=367.2 frames, utt_pad_proportion=0.0697, over 27086.53 utterances.], batch size: 35, lr: 5.35e-04
2022-08-23 12:14:46,344 INFO [train.py:927] (6/8) Epoch 6, batch 9000, giga_loss[loss=0.2027, simple_loss=0.2867, pruned_loss=0.05937, over 12324.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.02987, over 48.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2988, pruned_loss=0.0642, over 2476363.32 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06796, over 24816.81 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3054, pruned_loss=0.06692, over 2438592.22 frames. utt_duration=1252 frames, utt_pad_proportion=0.06251, over 7801.72 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2977, pruned_loss=0.06382, over 2479017.78 frames. utt_duration=366.2 frames, utt_pad_proportion=0.06664, over 27166.77 utterances.], batch size: 48, lr: 5.35e-04
2022-08-23 12:14:46,345 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 12:14:59,975 INFO [train.py:967] (6/8) Epoch 6, validation: loss=0.1857, simple_loss=0.2949, pruned_loss=0.0382, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 12:16:59,384 INFO [train.py:927] (6/8) Epoch 6, batch 9050, giga_loss[loss=0.2021, simple_loss=0.2872, pruned_loss=0.05847, over 12383.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07133, over 211.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2974, pruned_loss=0.06355, over 2476075.45 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07121, over 25255.67 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3052, pruned_loss=0.06672, over 2439077.68 frames. utt_duration=1255 frames, utt_pad_proportion=0.06131, over 7782.90 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2966, pruned_loss=0.06337, over 2478582.15 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07027, over 27528.29 utterances.], batch size: 211, lr: 5.35e-04
2022-08-23 12:18:55,927 INFO [train.py:927] (6/8) Epoch 6, batch 9100, giga_loss[loss=0.218, simple_loss=0.2889, pruned_loss=0.07357, over 12387.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06695, over 211.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2958, pruned_loss=0.06312, over 2475985.31 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07081, over 24860.32 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3047, pruned_loss=0.06645, over 2439667.65 frames. utt_duration=1262 frames, utt_pad_proportion=0.05998, over 7741.87 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2954, pruned_loss=0.06311, over 2478436.62 frames. utt_duration=366 frames, utt_pad_proportion=0.07048, over 27176.12 utterances.], batch size: 211, lr: 5.35e-04
2022-08-23 12:21:00,688 INFO [train.py:927] (6/8) Epoch 6, batch 9150, libri_loss[loss=0.2252, simple_loss=0.3236, pruned_loss=0.06337, over 12116.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006553, over 32.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2968, pruned_loss=0.0631, over 2476546.72 frames. utt_duration=413.4 frames, utt_pad_proportion=0.06581, over 24035.70 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3049, pruned_loss=0.06644, over 2440111.61 frames. utt_duration=1259 frames, utt_pad_proportion=0.06002, over 7761.48 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2961, pruned_loss=0.06306, over 2478615.09 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06595, over 26076.37 utterances.], batch size: 32, lr: 5.35e-04
2022-08-23 12:23:00,040 INFO [train.py:927] (6/8) Epoch 6, batch 9200, giga_loss[loss=0.2276, simple_loss=0.3108, pruned_loss=0.07225, over 12322.00 frames. utt_duration=705.2 frames, utt_pad_proportion=0.03261, over 70.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2989, pruned_loss=0.06388, over 2477183.45 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06271, over 24161.39 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3053, pruned_loss=0.06649, over 2440563.23 frames. utt_duration=1259 frames, utt_pad_proportion=0.05967, over 7761.90 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2981, pruned_loss=0.06377, over 2478735.35 frames. utt_duration=383.9 frames, utt_pad_proportion=0.06313, over 25909.60 utterances.], batch size: 70, lr: 5.35e-04
2022-08-23 12:24:58,383 INFO [train.py:927] (6/8) Epoch 6, batch 9250, giga_loss[loss=0.2393, simple_loss=0.3275, pruned_loss=0.0756, over 12408.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04601, over 161.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3012, pruned_loss=0.06449, over 2476845.29 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06454, over 23934.91 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3054, pruned_loss=0.06656, over 2441123.29 frames. utt_duration=1260 frames, utt_pad_proportion=0.05855, over 7757.95 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3002, pruned_loss=0.06429, over 2478365.49 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06507, over 25678.50 utterances.], batch size: 161, lr: 5.35e-04
2022-08-23 12:27:16,903 INFO [train.py:927] (6/8) Epoch 6, batch 9300, giga_loss[loss=0.1988, simple_loss=0.2875, pruned_loss=0.05505, over 12401.00 frames. utt_duration=662.5 frames, utt_pad_proportion=0.03571, over 75.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3005, pruned_loss=0.06377, over 2477276.17 frames. utt_duration=421.3 frames, utt_pad_proportion=0.06243, over 23586.20 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3051, pruned_loss=0.06637, over 2441689.29 frames. utt_duration=1259 frames, utt_pad_proportion=0.05851, over 7764.71 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2999, pruned_loss=0.06375, over 2478608.28 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06302, over 25255.77 utterances.], batch size: 75, lr: 5.35e-04
2022-08-23 12:29:17,074 INFO [train.py:927] (6/8) Epoch 6, batch 9350, giga_loss[loss=0.2361, simple_loss=0.3144, pruned_loss=0.07889, over 12472.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03405, over 98.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2991, pruned_loss=0.06349, over 2477131.63 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06281, over 23569.98 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.305, pruned_loss=0.06624, over 2441996.17 frames. utt_duration=1263 frames, utt_pad_proportion=0.05759, over 7745.58 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2986, pruned_loss=0.06353, over 2478559.88 frames. utt_duration=394.6 frames, utt_pad_proportion=0.06352, over 25198.21 utterances.], batch size: 98, lr: 5.34e-04
2022-08-23 12:31:20,631 INFO [train.py:927] (6/8) Epoch 6, batch 9400, giga_loss[loss=0.2257, simple_loss=0.3082, pruned_loss=0.07157, over 12442.00 frames. utt_duration=409 frames, utt_pad_proportion=0.02862, over 122.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2976, pruned_loss=0.06384, over 2476954.41 frames. utt_duration=423.6 frames, utt_pad_proportion=0.06579, over 23458.04 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3049, pruned_loss=0.06625, over 2442975.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.05601, over 7719.86 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2971, pruned_loss=0.06379, over 2478303.34 frames. utt_duration=393 frames, utt_pad_proportion=0.06666, over 25303.55 utterances.], batch size: 122, lr: 5.34e-04
2022-08-23 12:33:17,264 INFO [train.py:927] (6/8) Epoch 6, batch 9450, giga_loss[loss=0.2181, simple_loss=0.3049, pruned_loss=0.06561, over 12405.00 frames. utt_duration=407.8 frames, utt_pad_proportion=0.03366, over 122.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2976, pruned_loss=0.06365, over 2477649.91 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06452, over 23295.07 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.305, pruned_loss=0.0663, over 2443971.77 frames. utt_duration=1269 frames, utt_pad_proportion=0.0548, over 7711.15 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.297, pruned_loss=0.0635, over 2478751.11 frames. utt_duration=394.7 frames, utt_pad_proportion=0.0657, over 25195.26 utterances.], batch size: 122, lr: 5.34e-04
2022-08-23 12:35:16,785 INFO [train.py:927] (6/8) Epoch 6, batch 9500, giga_loss[loss=0.2285, simple_loss=0.3178, pruned_loss=0.06957, over 12403.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07447, over 213.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2978, pruned_loss=0.06208, over 2477409.80 frames. utt_duration=436.2 frames, utt_pad_proportion=0.06207, over 22782.25 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3049, pruned_loss=0.06623, over 2444733.96 frames. utt_duration=1272 frames, utt_pad_proportion=0.05373, over 7698.72 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2972, pruned_loss=0.06192, over 2478514.59 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06357, over 24718.50 utterances.], batch size: 213, lr: 5.34e-04
2022-08-23 12:37:34,457 INFO [train.py:927] (6/8) Epoch 6, batch 9550, giga_loss[loss=0.2172, simple_loss=0.3033, pruned_loss=0.06554, over 12364.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.02816, over 85.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2982, pruned_loss=0.06183, over 2477428.83 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06358, over 22851.24 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3049, pruned_loss=0.06633, over 2445255.05 frames. utt_duration=1260 frames, utt_pad_proportion=0.05788, over 7772.31 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2975, pruned_loss=0.06156, over 2478264.93 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06351, over 24503.32 utterances.], batch size: 85, lr: 5.34e-04
2022-08-23 12:39:40,641 INFO [train.py:927] (6/8) Epoch 6, batch 9600, giga_loss[loss=0.1974, simple_loss=0.2854, pruned_loss=0.05466, over 12376.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.05595, over 181.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.299, pruned_loss=0.06236, over 2477645.39 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06251, over 23524.58 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3049, pruned_loss=0.06628, over 2446079.56 frames. utt_duration=1264 frames, utt_pad_proportion=0.05651, over 7752.47 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2983, pruned_loss=0.06207, over 2478436.41 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06297, over 25306.36 utterances.], batch size: 181, lr: 5.34e-04
2022-08-23 12:41:53,583 INFO [train.py:927] (6/8) Epoch 6, batch 9650, giga_loss[loss=0.2204, simple_loss=0.299, pruned_loss=0.07093, over 12386.00 frames. utt_duration=274.9 frames, utt_pad_proportion=0.0555, over 181.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2997, pruned_loss=0.06254, over 2477605.61 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06468, over 24234.12 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3053, pruned_loss=0.06634, over 2446887.61 frames. utt_duration=1262 frames, utt_pad_proportion=0.0563, over 7765.17 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2988, pruned_loss=0.06217, over 2478188.41 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06502, over 25999.51 utterances.], batch size: 181, lr: 5.34e-04
2022-08-23 12:44:10,176 INFO [train.py:927] (6/8) Epoch 6, batch 9700, giga_loss[loss=0.2522, simple_loss=0.3246, pruned_loss=0.08992, over 12421.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09581, over 256.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3016, pruned_loss=0.06329, over 2476979.46 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06765, over 23735.36 utterances.], libri_tot_loss[loss=0.2192, simple_loss=0.3054, pruned_loss=0.06651, over 2447658.64 frames. utt_duration=1263 frames, utt_pad_proportion=0.05532, over 7763.89 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.3005, pruned_loss=0.06272, over 2477839.17 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06813, over 25751.02 utterances.], batch size: 256, lr: 5.34e-04
2022-08-23 12:46:26,806 INFO [train.py:927] (6/8) Epoch 6, batch 9750, giga_loss[loss=0.2199, simple_loss=0.3076, pruned_loss=0.06609, over 12417.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06182, over 211.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2991, pruned_loss=0.06267, over 2477118.44 frames. utt_duration=428.6 frames, utt_pad_proportion=0.06762, over 23182.23 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.305, pruned_loss=0.06628, over 2448364.73 frames. utt_duration=1265 frames, utt_pad_proportion=0.05419, over 7750.27 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2984, pruned_loss=0.06232, over 2477953.60 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06844, over 25227.60 utterances.], batch size: 211, lr: 5.34e-04
2022-08-23 12:48:30,426 INFO [train.py:927] (6/8) Epoch 6, batch 9800, giga_loss[loss=0.207, simple_loss=0.292, pruned_loss=0.06098, over 12363.00 frames. utt_duration=799.1 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2989, pruned_loss=0.06209, over 2477335.59 frames. utt_duration=422.6 frames, utt_pad_proportion=0.06529, over 23516.33 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.305, pruned_loss=0.06621, over 2448582.87 frames. utt_duration=1266 frames, utt_pad_proportion=0.05358, over 7743.06 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2983, pruned_loss=0.06182, over 2478187.27 frames. utt_duration=392.2 frames, utt_pad_proportion=0.06631, over 25350.15 utterances.], batch size: 62, lr: 5.34e-04
2022-08-23 12:50:30,307 INFO [train.py:927] (6/8) Epoch 6, batch 9850, libri_loss[loss=0.2361, simple_loss=0.3216, pruned_loss=0.0753, over 12387.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009843, over 38.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.3001, pruned_loss=0.06285, over 2477290.48 frames. utt_duration=421.6 frames, utt_pad_proportion=0.06642, over 23570.49 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3049, pruned_loss=0.06617, over 2449290.07 frames. utt_duration=1270 frames, utt_pad_proportion=0.05219, over 7720.43 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2994, pruned_loss=0.06252, over 2478224.13 frames. utt_duration=389.1 frames, utt_pad_proportion=0.06767, over 25552.92 utterances.], batch size: 38, lr: 5.34e-04
2022-08-23 12:52:18,997 INFO [train.py:927] (6/8) Epoch 6, batch 9900, giga_loss[loss=0.2025, simple_loss=0.285, pruned_loss=0.06, over 12261.00 frames. utt_duration=909.8 frames, utt_pad_proportion=0.02802, over 54.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.3009, pruned_loss=0.06412, over 2477552.85 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06454, over 23973.60 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.305, pruned_loss=0.06621, over 2449477.61 frames. utt_duration=1270 frames, utt_pad_proportion=0.05201, over 7721.83 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3004, pruned_loss=0.06382, over 2478242.19 frames. utt_duration=388.5 frames, utt_pad_proportion=0.0657, over 25595.28 utterances.], batch size: 54, lr: 5.33e-04
2022-08-23 12:54:11,701 INFO [train.py:927] (6/8) Epoch 6, batch 9950, giga_loss[loss=0.2492, simple_loss=0.3364, pruned_loss=0.08095, over 12385.00 frames. utt_duration=662.1 frames, utt_pad_proportion=0.03627, over 75.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3007, pruned_loss=0.06481, over 2477018.40 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06769, over 24104.66 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3051, pruned_loss=0.06633, over 2449515.57 frames. utt_duration=1258 frames, utt_pad_proportion=0.05597, over 7798.66 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.3, pruned_loss=0.06441, over 2478189.62 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06747, over 25709.87 utterances.], batch size: 75, lr: 5.33e-04
2022-08-23 12:55:54,658 INFO [train.py:927] (6/8) Epoch 6, batch 10000, giga_loss[loss=0.2362, simple_loss=0.3297, pruned_loss=0.07134, over 12396.00 frames. utt_duration=973.7 frames, utt_pad_proportion=0.03013, over 51.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3077, pruned_loss=0.06852, over 2476590.12 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06585, over 23308.97 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3051, pruned_loss=0.06635, over 2450348.24 frames. utt_duration=1260 frames, utt_pad_proportion=0.05523, over 7789.99 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3071, pruned_loss=0.06819, over 2477368.08 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06606, over 24958.19 utterances.], batch size: 51, lr: 5.33e-04
2022-08-23 12:57:38,049 INFO [train.py:927] (6/8) Epoch 6, batch 10050, giga_loss[loss=0.2065, simple_loss=0.2877, pruned_loss=0.06266, over 12417.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04238, over 146.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3081, pruned_loss=0.06949, over 2475299.67 frames. utt_duration=453.7 frames, utt_pad_proportion=0.06485, over 21886.42 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.3049, pruned_loss=0.06628, over 2450492.01 frames. utt_duration=1260 frames, utt_pad_proportion=0.05504, over 7788.58 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3079, pruned_loss=0.06935, over 2476348.50 frames. utt_duration=422.3 frames, utt_pad_proportion=0.06519, over 23524.66 utterances.], batch size: 146, lr: 5.33e-04
2022-08-23 12:59:20,892 INFO [train.py:927] (6/8) Epoch 6, batch 10100, giga_loss[loss=0.1611, simple_loss=0.2488, pruned_loss=0.03669, over 12340.00 frames. utt_duration=797.8 frames, utt_pad_proportion=0.03417, over 62.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3009, pruned_loss=0.06706, over 2474156.34 frames. utt_duration=493.8 frames, utt_pad_proportion=0.0621, over 20097.04 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3048, pruned_loss=0.0661, over 2450742.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05544, over 7799.68 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3008, pruned_loss=0.06714, over 2475063.99 frames. utt_duration=460.5 frames, utt_pad_proportion=0.06247, over 21560.19 utterances.], batch size: 62, lr: 5.33e-04
2022-08-23 13:01:02,202 INFO [train.py:927] (6/8) Epoch 6, batch 10150, giga_loss[loss=0.1829, simple_loss=0.2613, pruned_loss=0.05229, over 12440.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03659, over 133.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2941, pruned_loss=0.0649, over 2474500.14 frames. utt_duration=501.1 frames, utt_pad_proportion=0.06307, over 19805.10 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.3049, pruned_loss=0.06621, over 2451377.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05415, over 7779.94 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2937, pruned_loss=0.06486, over 2475290.20 frames. utt_duration=465.5 frames, utt_pad_proportion=0.06382, over 21332.81 utterances.], batch size: 133, lr: 5.33e-04
2022-08-23 13:02:43,319 INFO [train.py:927] (6/8) Epoch 6, batch 10200, giga_loss[loss=0.189, simple_loss=0.2683, pruned_loss=0.05485, over 12477.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2876, pruned_loss=0.06228, over 2474574.37 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06336, over 19344.43 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.3052, pruned_loss=0.06642, over 2451718.95 frames. utt_duration=1246 frames, utt_pad_proportion=0.05879, over 7882.86 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2868, pruned_loss=0.062, over 2475207.13 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06236, over 20614.22 utterances.], batch size: 55, lr: 5.33e-04
2022-08-23 13:04:25,691 INFO [train.py:927] (6/8) Epoch 6, batch 10250, giga_loss[loss=0.1708, simple_loss=0.2539, pruned_loss=0.04392, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04217, over 146.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2828, pruned_loss=0.06035, over 2473979.93 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06378, over 19518.24 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3053, pruned_loss=0.06649, over 2451790.95 frames. utt_duration=1235 frames, utt_pad_proportion=0.06283, over 7953.07 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2818, pruned_loss=0.06001, over 2474598.75 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06156, over 20548.10 utterances.], batch size: 146, lr: 5.33e-04
2022-08-23 13:06:08,780 INFO [train.py:927] (6/8) Epoch 6, batch 10300, giga_loss[loss=0.1886, simple_loss=0.2641, pruned_loss=0.0565, over 12367.00 frames. utt_duration=237 frames, utt_pad_proportion=0.06682, over 210.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.2783, pruned_loss=0.05845, over 2473901.32 frames. utt_duration=518.6 frames, utt_pad_proportion=0.06585, over 19134.89 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3064, pruned_loss=0.06703, over 2452167.63 frames. utt_duration=1212 frames, utt_pad_proportion=0.07171, over 8105.20 utterances.], giga_tot_loss[loss=0.1956, simple_loss=0.2761, pruned_loss=0.05755, over 2474467.86 frames. utt_duration=496 frames, utt_pad_proportion=0.06051, over 20012.04 utterances.], batch size: 210, lr: 5.33e-04
2022-08-23 13:07:51,562 INFO [train.py:927] (6/8) Epoch 6, batch 10350, giga_loss[loss=0.1425, simple_loss=0.2214, pruned_loss=0.0318, over 12304.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.04828, over 26.00 utterances.], tot_loss[loss=0.1931, simple_loss=0.2732, pruned_loss=0.05653, over 2473551.48 frames. utt_duration=495.6 frames, utt_pad_proportion=0.0696, over 20022.39 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.306, pruned_loss=0.06689, over 2452079.81 frames. utt_duration=1218 frames, utt_pad_proportion=0.07056, over 8059.97 utterances.], giga_tot_loss[loss=0.1913, simple_loss=0.2712, pruned_loss=0.05574, over 2474584.16 frames. utt_duration=472.5 frames, utt_pad_proportion=0.06574, over 21014.35 utterances.], batch size: 26, lr: 5.33e-04
2022-08-23 13:09:35,308 INFO [train.py:927] (6/8) Epoch 6, batch 10400, giga_loss[loss=0.1435, simple_loss=0.2255, pruned_loss=0.0308, over 12381.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02769, over 70.00 utterances.], tot_loss[loss=0.1881, simple_loss=0.2676, pruned_loss=0.05426, over 2474118.44 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06673, over 19589.11 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3053, pruned_loss=0.06659, over 2452332.16 frames. utt_duration=1224 frames, utt_pad_proportion=0.06933, over 8022.91 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2658, pruned_loss=0.05364, over 2475181.41 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06412, over 20668.62 utterances.], batch size: 70, lr: 5.32e-04
2022-08-23 13:11:17,968 INFO [train.py:927] (6/8) Epoch 6, batch 10450, giga_loss[loss=0.2219, simple_loss=0.3089, pruned_loss=0.06741, over 12334.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03093, over 91.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2717, pruned_loss=0.05626, over 2474019.79 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06385, over 18763.96 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.305, pruned_loss=0.06633, over 2452832.55 frames. utt_duration=1229 frames, utt_pad_proportion=0.06809, over 7990.64 utterances.], giga_tot_loss[loss=0.1906, simple_loss=0.2697, pruned_loss=0.05572, over 2474890.74 frames. utt_duration=499 frames, utt_pad_proportion=0.06225, over 19896.40 utterances.], batch size: 91, lr: 5.32e-04
2022-08-23 13:13:01,434 INFO [train.py:927] (6/8) Epoch 6, batch 10500, libri_loss[loss=0.2379, simple_loss=0.3549, pruned_loss=0.06041, over 12403.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.0229, over 43.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.285, pruned_loss=0.06264, over 2473136.30 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06494, over 18474.96 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3057, pruned_loss=0.06629, over 2453325.28 frames. utt_duration=1227 frames, utt_pad_proportion=0.06778, over 8007.41 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2822, pruned_loss=0.06212, over 2473851.79 frames. utt_duration=506.2 frames, utt_pad_proportion=0.06366, over 19605.11 utterances.], batch size: 43, lr: 5.32e-04
2022-08-23 13:14:49,191 INFO [train.py:927] (6/8) Epoch 6, batch 10550, giga_loss[loss=0.2895, simple_loss=0.358, pruned_loss=0.1105, over 12372.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.0526, over 161.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2927, pruned_loss=0.06555, over 2473238.26 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06343, over 18183.57 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3059, pruned_loss=0.0665, over 2453418.83 frames. utt_duration=1227 frames, utt_pad_proportion=0.06701, over 8006.34 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2901, pruned_loss=0.06493, over 2473978.47 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06273, over 19215.06 utterances.], batch size: 161, lr: 5.32e-04
2022-08-23 13:16:33,842 INFO [train.py:927] (6/8) Epoch 6, batch 10600, giga_loss[loss=0.2224, simple_loss=0.3097, pruned_loss=0.06758, over 12412.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03718, over 113.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2972, pruned_loss=0.06753, over 2473994.07 frames. utt_duration=538.4 frames, utt_pad_proportion=0.06572, over 18428.88 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3059, pruned_loss=0.0665, over 2453418.83 frames. utt_duration=1227 frames, utt_pad_proportion=0.06701, over 8006.34 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2952, pruned_loss=0.06704, over 2474570.18 frames. utt_duration=516.1 frames, utt_pad_proportion=0.06508, over 19231.70 utterances.], batch size: 113, lr: 5.32e-04
2022-08-23 13:18:19,067 INFO [train.py:927] (6/8) Epoch 6, batch 10650, giga_loss[loss=0.2333, simple_loss=0.3179, pruned_loss=0.07438, over 12099.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03938, over 30.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3012, pruned_loss=0.07015, over 2473614.89 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06849, over 18670.00 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3054, pruned_loss=0.06634, over 2453348.46 frames. utt_duration=1232 frames, utt_pad_proportion=0.06642, over 7974.39 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3, pruned_loss=0.06998, over 2474440.92 frames. utt_duration=509.2 frames, utt_pad_proportion=0.06815, over 19493.50 utterances.], batch size: 30, lr: 5.32e-04
2022-08-23 13:19:59,170 INFO [train.py:927] (6/8) Epoch 6, batch 10700, giga_loss[loss=0.2164, simple_loss=0.3072, pruned_loss=0.06279, over 12334.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03367, over 62.00 utterances.], tot_loss[loss=0.2252, simple_loss=0.3062, pruned_loss=0.07211, over 2473865.31 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06638, over 18263.91 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3055, pruned_loss=0.06634, over 2454022.77 frames. utt_duration=1231 frames, utt_pad_proportion=0.06557, over 7984.92 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3051, pruned_loss=0.07208, over 2474372.04 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06656, over 19143.22 utterances.], batch size: 62, lr: 5.32e-04
2022-08-23 13:21:42,247 INFO [train.py:927] (6/8) Epoch 6, batch 10750, giga_loss[loss=0.2189, simple_loss=0.3103, pruned_loss=0.06375, over 12406.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02587, over 70.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3091, pruned_loss=0.07263, over 2473633.66 frames. utt_duration=568.5 frames, utt_pad_proportion=0.06246, over 17449.66 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.3058, pruned_loss=0.0664, over 2454256.30 frames. utt_duration=1236 frames, utt_pad_proportion=0.06463, over 7952.50 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.308, pruned_loss=0.07265, over 2474184.48 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06314, over 18353.56 utterances.], batch size: 70, lr: 5.32e-04
2022-08-23 13:23:25,166 INFO [train.py:927] (6/8) Epoch 6, batch 10800, giga_loss[loss=0.2214, simple_loss=0.3131, pruned_loss=0.06487, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02688, over 45.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3101, pruned_loss=0.07157, over 2473501.64 frames. utt_duration=577.7 frames, utt_pad_proportion=0.0617, over 17170.69 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3062, pruned_loss=0.06647, over 2454716.99 frames. utt_duration=1239 frames, utt_pad_proportion=0.06317, over 7931.36 utterances.], giga_tot_loss[loss=0.2261, simple_loss=0.3089, pruned_loss=0.07166, over 2474052.79 frames. utt_duration=546 frames, utt_pad_proportion=0.06285, over 18175.05 utterances.], batch size: 45, lr: 5.32e-04
2022-08-23 13:25:06,629 INFO [train.py:927] (6/8) Epoch 6, batch 10850, giga_loss[loss=0.2531, simple_loss=0.3289, pruned_loss=0.08868, over 12409.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03776, over 113.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3095, pruned_loss=0.07035, over 2472956.17 frames. utt_duration=611.8 frames, utt_pad_proportion=0.05926, over 16208.06 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3064, pruned_loss=0.06651, over 2455400.69 frames. utt_duration=1231 frames, utt_pad_proportion=0.06617, over 7989.83 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3085, pruned_loss=0.07051, over 2473290.15 frames. utt_duration=576.7 frames, utt_pad_proportion=0.05921, over 17198.18 utterances.], batch size: 113, lr: 5.32e-04
2022-08-23 13:26:50,116 INFO [train.py:927] (6/8) Epoch 6, batch 10900, giga_loss[loss=0.2238, simple_loss=0.3093, pruned_loss=0.06914, over 12326.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03402, over 85.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.312, pruned_loss=0.07338, over 2471890.72 frames. utt_duration=609.4 frames, utt_pad_proportion=0.06566, over 16266.11 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3068, pruned_loss=0.06641, over 2455677.81 frames. utt_duration=1224 frames, utt_pad_proportion=0.06856, over 8037.66 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3109, pruned_loss=0.07378, over 2472373.67 frames. utt_duration=574.6 frames, utt_pad_proportion=0.0643, over 17257.32 utterances.], batch size: 85, lr: 5.32e-04
2022-08-23 13:28:35,933 INFO [train.py:927] (6/8) Epoch 6, batch 10950, giga_loss[loss=0.2216, simple_loss=0.3012, pruned_loss=0.07103, over 12442.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.2341, simple_loss=0.3144, pruned_loss=0.0769, over 2472502.64 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06922, over 17310.47 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3068, pruned_loss=0.0664, over 2455886.15 frames. utt_duration=1225 frames, utt_pad_proportion=0.06801, over 8030.30 utterances.], giga_tot_loss[loss=0.2341, simple_loss=0.3137, pruned_loss=0.0773, over 2472848.15 frames. utt_duration=545.8 frames, utt_pad_proportion=0.06826, over 18173.00 utterances.], batch size: 75, lr: 5.31e-04
2022-08-23 13:30:18,694 INFO [train.py:927] (6/8) Epoch 6, batch 11000, giga_loss[loss=0.1961, simple_loss=0.2813, pruned_loss=0.05549, over 12460.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04288, over 34.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3117, pruned_loss=0.07595, over 2472554.36 frames. utt_duration=581.3 frames, utt_pad_proportion=0.06788, over 17058.62 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3065, pruned_loss=0.06634, over 2456375.91 frames. utt_duration=1230 frames, utt_pad_proportion=0.06621, over 7995.54 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3116, pruned_loss=0.07664, over 2472910.64 frames. utt_duration=548.3 frames, utt_pad_proportion=0.06796, over 18091.25 utterances.], batch size: 34, lr: 5.31e-04
2022-08-23 13:32:05,733 INFO [train.py:927] (6/8) Epoch 6, batch 11050, giga_loss[loss=0.2039, simple_loss=0.2836, pruned_loss=0.0621, over 12365.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02834, over 91.00 utterances.], tot_loss[loss=0.2295, simple_loss=0.3096, pruned_loss=0.07472, over 2472238.55 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06823, over 17776.70 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3066, pruned_loss=0.06643, over 2456234.03 frames. utt_duration=1231 frames, utt_pad_proportion=0.06595, over 7990.56 utterances.], giga_tot_loss[loss=0.2299, simple_loss=0.3094, pruned_loss=0.07522, over 2472734.40 frames. utt_duration=532.2 frames, utt_pad_proportion=0.0684, over 18636.92 utterances.], batch size: 91, lr: 5.31e-04
2022-08-23 13:33:51,502 INFO [train.py:927] (6/8) Epoch 6, batch 11100, giga_loss[loss=0.2188, simple_loss=0.2849, pruned_loss=0.07628, over 12372.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.305, pruned_loss=0.07263, over 2472670.00 frames. utt_duration=546.3 frames, utt_pad_proportion=0.07171, over 18153.93 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3065, pruned_loss=0.06639, over 2456544.41 frames. utt_duration=1237 frames, utt_pad_proportion=0.06453, over 7952.30 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3049, pruned_loss=0.07327, over 2473220.36 frames. utt_duration=518.5 frames, utt_pad_proportion=0.0722, over 19136.00 utterances.], batch size: 257, lr: 5.31e-04
2022-08-23 13:35:37,196 INFO [train.py:927] (6/8) Epoch 6, batch 11150, giga_loss[loss=0.221, simple_loss=0.3072, pruned_loss=0.06738, over 12347.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03331, over 97.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3025, pruned_loss=0.07146, over 2472780.65 frames. utt_duration=522.4 frames, utt_pad_proportion=0.07585, over 18989.27 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3072, pruned_loss=0.06635, over 2456786.08 frames. utt_duration=1236 frames, utt_pad_proportion=0.06429, over 7959.09 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3018, pruned_loss=0.07212, over 2473306.80 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07623, over 19972.81 utterances.], batch size: 97, lr: 5.31e-04
2022-08-23 13:37:18,435 INFO [train.py:927] (6/8) Epoch 6, batch 11200, libri_loss[loss=0.2203, simple_loss=0.3114, pruned_loss=0.06456, over 12237.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004651, over 34.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3019, pruned_loss=0.07091, over 2472806.62 frames. utt_duration=528.1 frames, utt_pad_proportion=0.07344, over 18784.16 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3071, pruned_loss=0.0664, over 2457173.55 frames. utt_duration=1238 frames, utt_pad_proportion=0.06329, over 7947.46 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3013, pruned_loss=0.07151, over 2473323.84 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07433, over 19875.02 utterances.], batch size: 34, lr: 5.31e-04
2022-08-23 13:39:01,574 INFO [train.py:927] (6/8) Epoch 6, batch 11250, giga_loss[loss=0.2589, simple_loss=0.3216, pruned_loss=0.09808, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.2984, pruned_loss=0.06988, over 2472732.84 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06979, over 18296.03 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3068, pruned_loss=0.06633, over 2457018.25 frames. utt_duration=1241 frames, utt_pad_proportion=0.06286, over 7929.04 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.2982, pruned_loss=0.07046, over 2473412.03 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07087, over 19262.46 utterances.], batch size: 258, lr: 5.31e-04
2022-08-23 13:40:41,861 INFO [train.py:927] (6/8) Epoch 6, batch 11300, giga_loss[loss=0.1916, simple_loss=0.2797, pruned_loss=0.0517, over 12391.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02651, over 70.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2954, pruned_loss=0.06899, over 2472990.08 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06789, over 17527.51 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3069, pruned_loss=0.06649, over 2457418.87 frames. utt_duration=1234 frames, utt_pad_proportion=0.06499, over 7972.66 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2948, pruned_loss=0.06943, over 2473697.21 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06825, over 18578.06 utterances.], batch size: 70, lr: 5.31e-04
2022-08-23 13:42:22,575 INFO [train.py:927] (6/8) Epoch 6, batch 11350, giga_loss[loss=0.1755, simple_loss=0.258, pruned_loss=0.04649, over 12251.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03803, over 28.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2924, pruned_loss=0.06757, over 2472183.38 frames. utt_duration=584.2 frames, utt_pad_proportion=0.06743, over 16969.58 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3067, pruned_loss=0.06646, over 2457713.52 frames. utt_duration=1227 frames, utt_pad_proportion=0.06745, over 8024.85 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2915, pruned_loss=0.06802, over 2473236.47 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06666, over 18208.75 utterances.], batch size: 28, lr: 5.31e-04
2022-08-23 13:44:04,973 INFO [train.py:927] (6/8) Epoch 6, batch 11400, giga_loss[loss=0.1929, simple_loss=0.2699, pruned_loss=0.05792, over 12210.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03206, over 42.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2898, pruned_loss=0.06644, over 2471975.90 frames. utt_duration=594.7 frames, utt_pad_proportion=0.06314, over 16669.03 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3067, pruned_loss=0.06651, over 2457883.45 frames. utt_duration=1224 frames, utt_pad_proportion=0.06743, over 8040.56 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2888, pruned_loss=0.06675, over 2472836.07 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06273, over 17748.92 utterances.], batch size: 42, lr: 5.31e-04
2022-08-23 13:45:47,624 INFO [train.py:927] (6/8) Epoch 6, batch 11450, giga_loss[loss=0.1947, simple_loss=0.2669, pruned_loss=0.06121, over 12408.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03247, over 80.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2879, pruned_loss=0.06573, over 2472170.30 frames. utt_duration=586.6 frames, utt_pad_proportion=0.06264, over 16902.02 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3072, pruned_loss=0.06656, over 2457960.31 frames. utt_duration=1225 frames, utt_pad_proportion=0.0669, over 8036.15 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2865, pruned_loss=0.06592, over 2472906.64 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06254, over 17836.78 utterances.], batch size: 80, lr: 5.31e-04
2022-08-23 13:47:30,828 INFO [train.py:927] (6/8) Epoch 6, batch 11500, giga_loss[loss=0.1902, simple_loss=0.2583, pruned_loss=0.06105, over 12414.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03408, over 37.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2885, pruned_loss=0.06631, over 2472062.14 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05817, over 16209.17 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3074, pruned_loss=0.0668, over 2457940.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.06586, over 8021.47 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2868, pruned_loss=0.06623, over 2472970.14 frames. utt_duration=578 frames, utt_pad_proportion=0.05868, over 17159.23 utterances.], batch size: 37, lr: 5.30e-04
2022-08-23 13:49:13,757 INFO [train.py:927] (6/8) Epoch 6, batch 11550, giga_loss[loss=0.254, simple_loss=0.3328, pruned_loss=0.08762, over 12422.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04227, over 146.00 utterances.], tot_loss[loss=0.217, simple_loss=0.2944, pruned_loss=0.06984, over 2472691.90 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05784, over 16663.71 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3073, pruned_loss=0.06677, over 2458424.62 frames. utt_duration=1229 frames, utt_pad_proportion=0.06487, over 8008.19 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2928, pruned_loss=0.06981, over 2473231.90 frames. utt_duration=564.2 frames, utt_pad_proportion=0.05862, over 17579.96 utterances.], batch size: 146, lr: 5.30e-04
2022-08-23 13:50:57,876 INFO [train.py:927] (6/8) Epoch 6, batch 11600, libri_loss[loss=0.1976, simple_loss=0.2801, pruned_loss=0.05752, over 12216.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007105, over 31.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.2999, pruned_loss=0.07277, over 2472413.84 frames. utt_duration=577.5 frames, utt_pad_proportion=0.0624, over 17170.30 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.3073, pruned_loss=0.06693, over 2458814.45 frames. utt_duration=1223 frames, utt_pad_proportion=0.06519, over 8054.30 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.2984, pruned_loss=0.07273, over 2472896.80 frames. utt_duration=548 frames, utt_pad_proportion=0.06262, over 18098.99 utterances.], batch size: 31, lr: 5.30e-04
2022-08-23 13:52:41,522 INFO [train.py:927] (6/8) Epoch 6, batch 11650, giga_loss[loss=0.2601, simple_loss=0.3374, pruned_loss=0.09144, over 12399.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03786, over 37.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3061, pruned_loss=0.07494, over 2473223.97 frames. utt_duration=563.3 frames, utt_pad_proportion=0.06395, over 17609.61 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3075, pruned_loss=0.06699, over 2459009.09 frames. utt_duration=1220 frames, utt_pad_proportion=0.0655, over 8072.79 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3047, pruned_loss=0.0749, over 2473550.29 frames. utt_duration=539.2 frames, utt_pad_proportion=0.06391, over 18400.37 utterances.], batch size: 37, lr: 5.30e-04
2022-08-23 13:54:24,231 INFO [train.py:927] (6/8) Epoch 6, batch 11700, giga_loss[loss=0.2232, simple_loss=0.3045, pruned_loss=0.07099, over 12420.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.0389, over 123.00 utterances.], tot_loss[loss=0.2277, simple_loss=0.3073, pruned_loss=0.07407, over 2473973.94 frames. utt_duration=570 frames, utt_pad_proportion=0.05863, over 17407.25 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3085, pruned_loss=0.06732, over 2459206.96 frames. utt_duration=1221 frames, utt_pad_proportion=0.06474, over 8064.71 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3053, pruned_loss=0.07384, over 2474249.47 frames. utt_duration=546.3 frames, utt_pad_proportion=0.05908, over 18167.67 utterances.], batch size: 123, lr: 5.30e-04
2022-08-23 13:56:06,490 INFO [train.py:927] (6/8) Epoch 6, batch 11750, giga_loss[loss=0.2355, simple_loss=0.3135, pruned_loss=0.07878, over 12380.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04139, over 133.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3069, pruned_loss=0.07284, over 2473586.56 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05703, over 17409.20 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3081, pruned_loss=0.06724, over 2459099.10 frames. utt_duration=1227 frames, utt_pad_proportion=0.0636, over 8025.48 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3056, pruned_loss=0.07285, over 2474235.12 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05786, over 18262.46 utterances.], batch size: 133, lr: 5.30e-04
2022-08-23 13:57:47,822 INFO [train.py:927] (6/8) Epoch 6, batch 11800, giga_loss[loss=0.2869, simple_loss=0.351, pruned_loss=0.1114, over 12361.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3077, pruned_loss=0.0732, over 2472952.73 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06108, over 17727.06 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3076, pruned_loss=0.06704, over 2459146.29 frames. utt_duration=1230 frames, utt_pad_proportion=0.06311, over 8008.24 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.307, pruned_loss=0.07348, over 2473653.67 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06168, over 18578.26 utterances.], batch size: 258, lr: 5.30e-04
2022-08-23 13:59:30,683 INFO [train.py:927] (6/8) Epoch 6, batch 11850, giga_loss[loss=0.2293, simple_loss=0.3099, pruned_loss=0.07437, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02838, over 70.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.309, pruned_loss=0.07437, over 2473056.62 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05758, over 17122.55 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3069, pruned_loss=0.06684, over 2459273.26 frames. utt_duration=1236 frames, utt_pad_proportion=0.0614, over 7969.57 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3092, pruned_loss=0.07509, over 2474101.04 frames. utt_duration=543.9 frames, utt_pad_proportion=0.05888, over 18244.34 utterances.], batch size: 70, lr: 5.30e-04
2022-08-23 14:01:14,055 INFO [train.py:927] (6/8) Epoch 6, batch 11900, giga_loss[loss=0.2318, simple_loss=0.3097, pruned_loss=0.07691, over 12324.00 frames. utt_duration=748.4 frames, utt_pad_proportion=0.03179, over 66.00 utterances.], tot_loss[loss=0.2325, simple_loss=0.3113, pruned_loss=0.07687, over 2473038.79 frames. utt_duration=569.9 frames, utt_pad_proportion=0.0661, over 17403.51 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3077, pruned_loss=0.06785, over 2459858.77 frames. utt_duration=1205 frames, utt_pad_proportion=0.07196, over 8177.44 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3109, pruned_loss=0.07697, over 2474071.43 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06253, over 18602.97 utterances.], batch size: 66, lr: 5.30e-04
2022-08-23 14:02:58,756 INFO [train.py:927] (6/8) Epoch 6, batch 11950, giga_loss[loss=0.2512, simple_loss=0.3363, pruned_loss=0.08306, over 12421.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.03126, over 80.00 utterances.], tot_loss[loss=0.2323, simple_loss=0.3117, pruned_loss=0.07648, over 2473075.87 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06062, over 16522.00 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3079, pruned_loss=0.06778, over 2460069.74 frames. utt_duration=1209 frames, utt_pad_proportion=0.07091, over 8146.16 utterances.], giga_tot_loss[loss=0.2324, simple_loss=0.3113, pruned_loss=0.07678, over 2473938.03 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05834, over 17658.19 utterances.], batch size: 80, lr: 5.30e-04
2022-08-23 14:04:42,969 INFO [train.py:927] (6/8) Epoch 6, batch 12000, libri_loss[loss=0.1975, simple_loss=0.2797, pruned_loss=0.05769, over 12450.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006716, over 32.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.313, pruned_loss=0.07658, over 2473161.73 frames. utt_duration=612.6 frames, utt_pad_proportion=0.05999, over 16188.74 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.308, pruned_loss=0.06798, over 2460686.31 frames. utt_duration=1203 frames, utt_pad_proportion=0.07313, over 8193.23 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3126, pruned_loss=0.07684, over 2473566.72 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05707, over 17246.17 utterances.], batch size: 32, lr: 5.30e-04
2022-08-23 14:04:42,971 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 14:04:56,467 INFO [train.py:967] (6/8) Epoch 6, validation: loss=0.1884, simple_loss=0.2969, pruned_loss=0.03994, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 14:06:41,518 INFO [train.py:927] (6/8) Epoch 6, batch 12050, giga_loss[loss=0.2421, simple_loss=0.3017, pruned_loss=0.09123, over 12357.00 frames. utt_duration=134 frames, utt_pad_proportion=0.2116, over 373.00 utterances.], tot_loss[loss=0.233, simple_loss=0.313, pruned_loss=0.07654, over 2472879.06 frames. utt_duration=594.5 frames, utt_pad_proportion=0.06688, over 16679.17 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3083, pruned_loss=0.06812, over 2460711.03 frames. utt_duration=1193 frames, utt_pad_proportion=0.07658, over 8261.91 utterances.], giga_tot_loss[loss=0.2329, simple_loss=0.3125, pruned_loss=0.07669, over 2473279.07 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06284, over 17518.63 utterances.], batch size: 373, lr: 5.29e-04
2022-08-23 14:08:23,589 INFO [train.py:927] (6/8) Epoch 6, batch 12100, giga_loss[loss=0.2088, simple_loss=0.2894, pruned_loss=0.06413, over 12395.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02696, over 58.00 utterances.], tot_loss[loss=0.2316, simple_loss=0.3115, pruned_loss=0.07582, over 2472898.27 frames. utt_duration=626 frames, utt_pad_proportion=0.06112, over 15839.96 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3082, pruned_loss=0.06798, over 2460648.93 frames. utt_duration=1197 frames, utt_pad_proportion=0.0755, over 8232.86 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3113, pruned_loss=0.07622, over 2473497.79 frames. utt_duration=594.6 frames, utt_pad_proportion=0.0584, over 16680.64 utterances.], batch size: 58, lr: 5.29e-04
2022-08-23 14:10:06,129 INFO [train.py:927] (6/8) Epoch 6, batch 12150, giga_loss[loss=0.2512, simple_loss=0.3196, pruned_loss=0.09141, over 12461.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03733, over 40.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3125, pruned_loss=0.07713, over 2473362.97 frames. utt_duration=606.6 frames, utt_pad_proportion=0.06406, over 16349.96 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3081, pruned_loss=0.06788, over 2460706.76 frames. utt_duration=1201 frames, utt_pad_proportion=0.07472, over 8203.52 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3124, pruned_loss=0.07766, over 2473956.03 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06213, over 17151.33 utterances.], batch size: 40, lr: 5.29e-04
2022-08-23 14:11:49,755 INFO [train.py:927] (6/8) Epoch 6, batch 12200, giga_loss[loss=0.215, simple_loss=0.2966, pruned_loss=0.06668, over 12337.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.0313, over 85.00 utterances.], tot_loss[loss=0.2318, simple_loss=0.3118, pruned_loss=0.07587, over 2472458.19 frames. utt_duration=637 frames, utt_pad_proportion=0.05948, over 15563.05 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.308, pruned_loss=0.06773, over 2460704.25 frames. utt_duration=1205 frames, utt_pad_proportion=0.07389, over 8181.55 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3119, pruned_loss=0.07653, over 2473094.24 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05837, over 16316.29 utterances.], batch size: 85, lr: 5.29e-04
2022-08-23 14:13:30,894 INFO [train.py:927] (6/8) Epoch 6, batch 12250, giga_loss[loss=0.2211, simple_loss=0.3036, pruned_loss=0.06926, over 12420.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04227, over 146.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3109, pruned_loss=0.07529, over 2472705.53 frames. utt_duration=632.4 frames, utt_pad_proportion=0.05852, over 15677.76 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.3077, pruned_loss=0.06743, over 2460863.63 frames. utt_duration=1212 frames, utt_pad_proportion=0.07233, over 8134.66 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3114, pruned_loss=0.0763, over 2473405.77 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05823, over 16522.27 utterances.], batch size: 146, lr: 5.29e-04
2022-08-23 14:15:10,656 INFO [train.py:927] (6/8) Epoch 6, batch 12300, giga_loss[loss=0.2111, simple_loss=0.2856, pruned_loss=0.06829, over 12383.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.03007, over 51.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3087, pruned_loss=0.07428, over 2472385.59 frames. utt_duration=641.8 frames, utt_pad_proportion=0.05535, over 15444.48 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3078, pruned_loss=0.06754, over 2460923.77 frames. utt_duration=1213 frames, utt_pad_proportion=0.07177, over 8122.35 utterances.], giga_tot_loss[loss=0.2295, simple_loss=0.309, pruned_loss=0.07503, over 2472990.57 frames. utt_duration=612.3 frames, utt_pad_proportion=0.05545, over 16194.29 utterances.], batch size: 51, lr: 5.29e-04
2022-08-23 14:16:53,617 INFO [train.py:927] (6/8) Epoch 6, batch 12350, giga_loss[loss=0.2581, simple_loss=0.3247, pruned_loss=0.09577, over 12337.00 frames. utt_duration=135.6 frames, utt_pad_proportion=0.2023, over 368.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3062, pruned_loss=0.07361, over 2471681.41 frames. utt_duration=651.9 frames, utt_pad_proportion=0.05945, over 15201.62 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3072, pruned_loss=0.0673, over 2460962.73 frames. utt_duration=1220 frames, utt_pad_proportion=0.07052, over 8076.75 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.307, pruned_loss=0.07456, over 2472385.69 frames. utt_duration=619.8 frames, utt_pad_proportion=0.05972, over 15995.11 utterances.], batch size: 368, lr: 5.29e-04
2022-08-23 14:18:36,355 INFO [train.py:927] (6/8) Epoch 6, batch 12400, giga_loss[loss=0.1896, simple_loss=0.268, pruned_loss=0.05563, over 12428.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.03875, over 43.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3038, pruned_loss=0.0727, over 2470768.91 frames. utt_duration=642.3 frames, utt_pad_proportion=0.06252, over 15422.01 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3073, pruned_loss=0.06728, over 2461080.90 frames. utt_duration=1214 frames, utt_pad_proportion=0.07125, over 8116.56 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3043, pruned_loss=0.07354, over 2471359.01 frames. utt_duration=615.2 frames, utt_pad_proportion=0.06216, over 16107.57 utterances.], batch size: 43, lr: 5.29e-04
2022-08-23 14:20:17,809 INFO [train.py:927] (6/8) Epoch 6, batch 12450, giga_loss[loss=0.191, simple_loss=0.2735, pruned_loss=0.0543, over 12389.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02927, over 85.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3003, pruned_loss=0.0712, over 2471399.19 frames. utt_duration=633.5 frames, utt_pad_proportion=0.06008, over 15641.24 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3073, pruned_loss=0.06737, over 2461143.29 frames. utt_duration=1216 frames, utt_pad_proportion=0.07071, over 8105.40 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3006, pruned_loss=0.07183, over 2471901.30 frames. utt_duration=609.7 frames, utt_pad_proportion=0.06011, over 16257.83 utterances.], batch size: 85, lr: 5.29e-04
2022-08-23 14:22:02,384 INFO [train.py:927] (6/8) Epoch 6, batch 12500, giga_loss[loss=0.2397, simple_loss=0.3205, pruned_loss=0.07949, over 12386.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07023, over 212.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3, pruned_loss=0.07106, over 2472221.88 frames. utt_duration=597.2 frames, utt_pad_proportion=0.06394, over 16600.81 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3069, pruned_loss=0.06747, over 2460989.53 frames. utt_duration=1224 frames, utt_pad_proportion=0.06922, over 8053.89 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3004, pruned_loss=0.07157, over 2473018.42 frames. utt_duration=572.4 frames, utt_pad_proportion=0.0643, over 17325.35 utterances.], batch size: 212, lr: 5.29e-04
2022-08-23 14:23:51,998 INFO [train.py:927] (6/8) Epoch 6, batch 12550, giga_loss[loss=0.2267, simple_loss=0.3149, pruned_loss=0.06924, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3017, pruned_loss=0.07129, over 2472448.19 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06657, over 17724.59 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.3064, pruned_loss=0.06717, over 2460323.68 frames. utt_duration=1233 frames, utt_pad_proportion=0.06742, over 7990.04 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3023, pruned_loss=0.07211, over 2474137.55 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06745, over 18719.02 utterances.], batch size: 75, lr: 5.29e-04
2022-08-23 14:25:33,332 INFO [train.py:927] (6/8) Epoch 6, batch 12600, giga_loss[loss=0.1708, simple_loss=0.2627, pruned_loss=0.03942, over 12426.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03839, over 37.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3016, pruned_loss=0.07026, over 2472477.38 frames. utt_duration=559.4 frames, utt_pad_proportion=0.06351, over 17727.13 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3065, pruned_loss=0.06726, over 2460318.91 frames. utt_duration=1235 frames, utt_pad_proportion=0.0666, over 7978.25 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3019, pruned_loss=0.07088, over 2473984.45 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06466, over 18660.05 utterances.], batch size: 37, lr: 5.28e-04
2022-08-23 14:27:12,970 INFO [train.py:927] (6/8) Epoch 6, batch 12650, giga_loss[loss=0.2278, simple_loss=0.2984, pruned_loss=0.07855, over 12365.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3007, pruned_loss=0.06935, over 2472014.86 frames. utt_duration=575.5 frames, utt_pad_proportion=0.0587, over 17227.65 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3067, pruned_loss=0.06731, over 2460295.79 frames. utt_duration=1239 frames, utt_pad_proportion=0.06508, over 7949.28 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3006, pruned_loss=0.06986, over 2473565.26 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06041, over 18263.49 utterances.], batch size: 91, lr: 5.28e-04
2022-08-23 14:28:54,072 INFO [train.py:927] (6/8) Epoch 6, batch 12700, giga_loss[loss=0.2747, simple_loss=0.3472, pruned_loss=0.1011, over 12394.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05859, over 182.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3026, pruned_loss=0.07062, over 2473306.62 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05698, over 17762.81 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.3068, pruned_loss=0.06747, over 2460672.22 frames. utt_duration=1242 frames, utt_pad_proportion=0.06443, over 7937.41 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3024, pruned_loss=0.07093, over 2474442.78 frames. utt_duration=529.1 frames, utt_pad_proportion=0.05857, over 18761.47 utterances.], batch size: 182, lr: 5.28e-04
2022-08-23 14:30:34,081 INFO [train.py:927] (6/8) Epoch 6, batch 12750, giga_loss[loss=0.2084, simple_loss=0.2863, pruned_loss=0.06522, over 12464.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.03884, over 31.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3054, pruned_loss=0.07173, over 2473498.43 frames. utt_duration=553.4 frames, utt_pad_proportion=0.05912, over 17926.89 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3073, pruned_loss=0.06752, over 2460985.50 frames. utt_duration=1237 frames, utt_pad_proportion=0.06732, over 7966.94 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3046, pruned_loss=0.07209, over 2474640.90 frames. utt_duration=519 frames, utt_pad_proportion=0.05895, over 19128.26 utterances.], batch size: 31, lr: 5.28e-04
2022-08-23 14:32:14,295 INFO [train.py:927] (6/8) Epoch 6, batch 12800, giga_loss[loss=0.2087, simple_loss=0.2918, pruned_loss=0.06283, over 12390.00 frames. utt_duration=621 frames, utt_pad_proportion=0.03416, over 80.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3059, pruned_loss=0.07172, over 2473207.56 frames. utt_duration=555.2 frames, utt_pad_proportion=0.05861, over 17866.14 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3072, pruned_loss=0.06775, over 2461156.71 frames. utt_duration=1241 frames, utt_pad_proportion=0.06577, over 7939.29 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3053, pruned_loss=0.07194, over 2474367.99 frames. utt_duration=517.6 frames, utt_pad_proportion=0.05896, over 19176.62 utterances.], batch size: 80, lr: 5.28e-04
2022-08-23 14:33:57,301 INFO [train.py:927] (6/8) Epoch 6, batch 12850, libri_loss[loss=0.2472, simple_loss=0.3201, pruned_loss=0.08718, over 12396.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03712, over 46.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3062, pruned_loss=0.07199, over 2473107.44 frames. utt_duration=581.2 frames, utt_pad_proportion=0.05741, over 17064.91 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3072, pruned_loss=0.06795, over 2461500.76 frames. utt_duration=1241 frames, utt_pad_proportion=0.06489, over 7945.06 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3057, pruned_loss=0.0721, over 2474100.33 frames. utt_duration=538.9 frames, utt_pad_proportion=0.05807, over 18415.84 utterances.], batch size: 46, lr: 5.28e-04
2022-08-23 14:35:38,372 INFO [train.py:927] (6/8) Epoch 6, batch 12900, giga_loss[loss=0.2181, simple_loss=0.3028, pruned_loss=0.06667, over 12400.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04753, over 161.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3058, pruned_loss=0.07197, over 2473397.66 frames. utt_duration=595.3 frames, utt_pad_proportion=0.05474, over 16660.69 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3077, pruned_loss=0.06853, over 2461681.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06785, over 8003.07 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.305, pruned_loss=0.07163, over 2474230.23 frames. utt_duration=556.2 frames, utt_pad_proportion=0.05426, over 17842.32 utterances.], batch size: 161, lr: 5.28e-04
2022-08-23 14:37:17,503 INFO [train.py:927] (6/8) Epoch 6, batch 12950, giga_loss[loss=0.2244, simple_loss=0.309, pruned_loss=0.06993, over 12417.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04663, over 161.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3028, pruned_loss=0.07091, over 2473113.31 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05852, over 17193.74 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3073, pruned_loss=0.06864, over 2461871.40 frames. utt_duration=1238 frames, utt_pad_proportion=0.06692, over 7966.29 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3025, pruned_loss=0.07059, over 2473792.70 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05822, over 18320.91 utterances.], batch size: 161, lr: 5.28e-04
2022-08-23 14:38:56,413 INFO [train.py:927] (6/8) Epoch 6, batch 13000, giga_loss[loss=0.21, simple_loss=0.2801, pruned_loss=0.0699, over 12451.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03747, over 37.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3038, pruned_loss=0.07093, over 2473338.90 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05547, over 17094.29 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3079, pruned_loss=0.06901, over 2461936.75 frames. utt_duration=1241 frames, utt_pad_proportion=0.0656, over 7942.38 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3029, pruned_loss=0.07039, over 2474039.33 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05582, over 18217.36 utterances.], batch size: 37, lr: 5.28e-04
2022-08-23 14:40:37,609 INFO [train.py:927] (6/8) Epoch 6, batch 13050, giga_loss[loss=0.1908, simple_loss=0.2612, pruned_loss=0.06021, over 12125.00 frames. utt_duration=1733 frames, utt_pad_proportion=0.04706, over 28.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.303, pruned_loss=0.07031, over 2473112.12 frames. utt_duration=593.5 frames, utt_pad_proportion=0.0525, over 16711.81 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.307, pruned_loss=0.06892, over 2462392.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.06413, over 7885.18 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3029, pruned_loss=0.06999, over 2473637.79 frames. utt_duration=553 frames, utt_pad_proportion=0.05342, over 17941.82 utterances.], batch size: 28, lr: 5.28e-04
2022-08-23 14:42:19,048 INFO [train.py:927] (6/8) Epoch 6, batch 13100, giga_loss[loss=0.193, simple_loss=0.2705, pruned_loss=0.05775, over 12277.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.03841, over 51.00 utterances.], tot_loss[loss=0.2216, simple_loss=0.3017, pruned_loss=0.07073, over 2472729.04 frames. utt_duration=586.6 frames, utt_pad_proportion=0.05312, over 16905.50 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.307, pruned_loss=0.06904, over 2462512.78 frames. utt_duration=1254 frames, utt_pad_proportion=0.06341, over 7865.99 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3015, pruned_loss=0.07039, over 2473186.04 frames. utt_duration=551 frames, utt_pad_proportion=0.05401, over 18001.70 utterances.], batch size: 51, lr: 5.27e-04
2022-08-23 14:43:59,409 INFO [train.py:927] (6/8) Epoch 6, batch 13150, giga_loss[loss=0.2105, simple_loss=0.2878, pruned_loss=0.06662, over 12419.00 frames. utt_duration=622.6 frames, utt_pad_proportion=0.03319, over 80.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3007, pruned_loss=0.07154, over 2472835.86 frames. utt_duration=588.6 frames, utt_pad_proportion=0.05084, over 16848.79 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3072, pruned_loss=0.06957, over 2462659.16 frames. utt_duration=1258 frames, utt_pad_proportion=0.0622, over 7842.59 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3003, pruned_loss=0.07083, over 2473319.35 frames. utt_duration=552.6 frames, utt_pad_proportion=0.05206, over 17952.01 utterances.], batch size: 80, lr: 5.27e-04
2022-08-23 14:45:38,276 INFO [train.py:927] (6/8) Epoch 6, batch 13200, giga_loss[loss=0.2013, simple_loss=0.282, pruned_loss=0.06033, over 12342.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02975, over 91.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.2985, pruned_loss=0.07054, over 2473296.05 frames. utt_duration=583.7 frames, utt_pad_proportion=0.04958, over 16993.41 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3075, pruned_loss=0.06984, over 2462838.34 frames. utt_duration=1260 frames, utt_pad_proportion=0.06141, over 7825.94 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.2977, pruned_loss=0.06975, over 2473702.98 frames. utt_duration=549.6 frames, utt_pad_proportion=0.05085, over 18051.74 utterances.], batch size: 91, lr: 5.27e-04
2022-08-23 14:47:20,362 INFO [train.py:927] (6/8) Epoch 6, batch 13250, giga_loss[loss=0.2078, simple_loss=0.2919, pruned_loss=0.06186, over 12441.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03572, over 105.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2963, pruned_loss=0.06928, over 2473749.24 frames. utt_duration=588.3 frames, utt_pad_proportion=0.04826, over 16861.80 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3082, pruned_loss=0.07029, over 2463103.00 frames. utt_duration=1263 frames, utt_pad_proportion=0.06003, over 7809.39 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2948, pruned_loss=0.06826, over 2474116.19 frames. utt_duration=552.3 frames, utt_pad_proportion=0.04977, over 17968.97 utterances.], batch size: 105, lr: 5.27e-04
2022-08-23 14:49:00,809 INFO [train.py:927] (6/8) Epoch 6, batch 13300, giga_loss[loss=0.2319, simple_loss=0.3045, pruned_loss=0.07962, over 12336.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.03054, over 48.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.2989, pruned_loss=0.07031, over 2473493.22 frames. utt_duration=588.3 frames, utt_pad_proportion=0.04885, over 16862.38 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3093, pruned_loss=0.07069, over 2463409.70 frames. utt_duration=1262 frames, utt_pad_proportion=0.05965, over 7818.11 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2965, pruned_loss=0.06913, over 2473639.47 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05011, over 17860.34 utterances.], batch size: 48, lr: 5.27e-04
2022-08-23 14:50:40,666 INFO [train.py:927] (6/8) Epoch 6, batch 13350, giga_loss[loss=0.2004, simple_loss=0.2863, pruned_loss=0.05718, over 12376.00 frames. utt_duration=661.7 frames, utt_pad_proportion=0.03689, over 75.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3012, pruned_loss=0.0713, over 2473725.80 frames. utt_duration=559.8 frames, utt_pad_proportion=0.05548, over 17723.37 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3089, pruned_loss=0.07064, over 2463603.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05955, over 7816.68 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.2995, pruned_loss=0.0704, over 2473845.55 frames. utt_duration=531.3 frames, utt_pad_proportion=0.0561, over 18678.95 utterances.], batch size: 75, lr: 5.27e-04
2022-08-23 14:52:21,104 INFO [train.py:927] (6/8) Epoch 6, batch 13400, libri_loss[loss=0.2073, simple_loss=0.2831, pruned_loss=0.06577, over 12396.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008768, over 30.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3035, pruned_loss=0.07244, over 2473775.02 frames. utt_duration=562.5 frames, utt_pad_proportion=0.05454, over 17639.82 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3087, pruned_loss=0.07091, over 2463575.35 frames. utt_duration=1255 frames, utt_pad_proportion=0.06309, over 7862.24 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3021, pruned_loss=0.07148, over 2474129.01 frames. utt_duration=534.1 frames, utt_pad_proportion=0.05348, over 18583.34 utterances.], batch size: 30, lr: 5.27e-04
2022-08-23 14:54:06,570 INFO [train.py:927] (6/8) Epoch 6, batch 13450, giga_loss[loss=0.3896, simple_loss=0.4122, pruned_loss=0.1835, over 12392.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1008, over 257.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.3096, pruned_loss=0.07739, over 2473523.06 frames. utt_duration=572 frames, utt_pad_proportion=0.05401, over 17342.86 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3084, pruned_loss=0.07098, over 2463899.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.06195, over 7841.84 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3087, pruned_loss=0.07664, over 2473754.57 frames. utt_duration=541.5 frames, utt_pad_proportion=0.05353, over 18324.77 utterances.], batch size: 257, lr: 5.27e-04
2022-08-23 14:55:47,323 INFO [train.py:927] (6/8) Epoch 6, batch 13500, giga_loss[loss=0.2991, simple_loss=0.3685, pruned_loss=0.1148, over 12440.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05334, over 162.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3173, pruned_loss=0.08207, over 2473935.87 frames. utt_duration=553.8 frames, utt_pad_proportion=0.05843, over 17917.36 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3091, pruned_loss=0.07137, over 2463987.14 frames. utt_duration=1259 frames, utt_pad_proportion=0.06072, over 7834.90 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3161, pruned_loss=0.08133, over 2474269.08 frames. utt_duration=524.4 frames, utt_pad_proportion=0.05827, over 18927.27 utterances.], batch size: 162, lr: 5.27e-04
2022-08-23 14:57:31,011 INFO [train.py:927] (6/8) Epoch 6, batch 13550, giga_loss[loss=0.3879, simple_loss=0.4129, pruned_loss=0.1814, over 12396.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3256, pruned_loss=0.08834, over 2474148.56 frames. utt_duration=533.4 frames, utt_pad_proportion=0.06024, over 18606.80 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3098, pruned_loss=0.07165, over 2464225.04 frames. utt_duration=1242 frames, utt_pad_proportion=0.06586, over 7943.40 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3242, pruned_loss=0.08769, over 2474339.81 frames. utt_duration=510.5 frames, utt_pad_proportion=0.05835, over 19446.20 utterances.], batch size: 258, lr: 5.27e-04
2022-08-23 14:59:15,886 INFO [train.py:927] (6/8) Epoch 6, batch 13600, giga_loss[loss=0.2258, simple_loss=0.3084, pruned_loss=0.07159, over 12429.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03274, over 75.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3295, pruned_loss=0.09217, over 2474628.78 frames. utt_duration=508.4 frames, utt_pad_proportion=0.06818, over 19525.15 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3095, pruned_loss=0.07169, over 2464610.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.06495, over 7909.80 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.329, pruned_loss=0.09194, over 2474617.86 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06676, over 20417.80 utterances.], batch size: 75, lr: 5.27e-04
2022-08-23 15:01:04,186 INFO [train.py:927] (6/8) Epoch 6, batch 13650, giga_loss[loss=0.3388, simple_loss=0.3872, pruned_loss=0.1452, over 12405.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06315, over 183.00 utterances.], tot_loss[loss=0.2649, simple_loss=0.3347, pruned_loss=0.09753, over 2475015.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07278, over 20918.44 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.31, pruned_loss=0.07228, over 2464862.69 frames. utt_duration=1237 frames, utt_pad_proportion=0.06873, over 7979.42 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3346, pruned_loss=0.09753, over 2475109.11 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07039, over 21958.45 utterances.], batch size: 183, lr: 5.26e-04
2022-08-23 15:02:51,695 INFO [train.py:927] (6/8) Epoch 6, batch 13700, giga_loss[loss=0.2664, simple_loss=0.3364, pruned_loss=0.09825, over 12377.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.0276, over 91.00 utterances.], tot_loss[loss=0.2704, simple_loss=0.3385, pruned_loss=0.1011, over 2474616.89 frames. utt_duration=463.1 frames, utt_pad_proportion=0.07484, over 21443.13 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3101, pruned_loss=0.0727, over 2464474.80 frames. utt_duration=1244 frames, utt_pad_proportion=0.06694, over 7933.82 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3391, pruned_loss=0.1016, over 2475365.00 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07355, over 22762.12 utterances.], batch size: 91, lr: 5.26e-04
2022-08-23 15:04:41,015 INFO [train.py:927] (6/8) Epoch 6, batch 13750, libri_loss[loss=0.2677, simple_loss=0.3437, pruned_loss=0.09585, over 12337.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006716, over 33.00 utterances.], tot_loss[loss=0.2738, simple_loss=0.3403, pruned_loss=0.1037, over 2474430.09 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07227, over 21458.97 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3108, pruned_loss=0.07303, over 2464318.49 frames. utt_duration=1246 frames, utt_pad_proportion=0.06617, over 7923.82 utterances.], giga_tot_loss[loss=0.2745, simple_loss=0.3406, pruned_loss=0.1042, over 2475307.39 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07167, over 22705.03 utterances.], batch size: 33, lr: 5.26e-04
2022-08-23 15:06:25,040 INFO [train.py:927] (6/8) Epoch 6, batch 13800, giga_loss[loss=0.3311, simple_loss=0.3845, pruned_loss=0.1389, over 12385.00 frames. utt_duration=270.7 frames, utt_pad_proportion=0.06961, over 184.00 utterances.], tot_loss[loss=0.2752, simple_loss=0.3417, pruned_loss=0.1044, over 2474220.27 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07394, over 22233.12 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3106, pruned_loss=0.07302, over 2463947.19 frames. utt_duration=1249 frames, utt_pad_proportion=0.06517, over 7897.51 utterances.], giga_tot_loss[loss=0.2767, simple_loss=0.3427, pruned_loss=0.1053, over 2475431.65 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07372, over 23492.57 utterances.], batch size: 184, lr: 5.26e-04
2022-08-23 15:08:06,791 INFO [train.py:927] (6/8) Epoch 6, batch 13850, giga_loss[loss=0.2403, simple_loss=0.3138, pruned_loss=0.08337, over 12398.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02564, over 91.00 utterances.], tot_loss[loss=0.2724, simple_loss=0.3399, pruned_loss=0.1025, over 2473902.40 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07495, over 21749.62 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3101, pruned_loss=0.07308, over 2463975.75 frames. utt_duration=1254 frames, utt_pad_proportion=0.06399, over 7866.51 utterances.], giga_tot_loss[loss=0.2748, simple_loss=0.3418, pruned_loss=0.1039, over 2475074.54 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07519, over 23108.70 utterances.], batch size: 91, lr: 5.26e-04
2022-08-23 15:09:55,221 INFO [train.py:927] (6/8) Epoch 6, batch 13900, giga_loss[loss=0.2428, simple_loss=0.3257, pruned_loss=0.07995, over 12435.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04138, over 146.00 utterances.], tot_loss[loss=0.2708, simple_loss=0.3394, pruned_loss=0.101, over 2473933.33 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08082, over 22505.54 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3102, pruned_loss=0.07334, over 2464304.90 frames. utt_duration=1256 frames, utt_pad_proportion=0.06278, over 7857.01 utterances.], giga_tot_loss[loss=0.2733, simple_loss=0.3415, pruned_loss=0.1026, over 2474789.27 frames. utt_duration=415.4 frames, utt_pad_proportion=0.08113, over 23915.66 utterances.], batch size: 146, lr: 5.26e-04
2022-08-23 15:11:39,914 INFO [train.py:927] (6/8) Epoch 6, batch 13950, giga_loss[loss=0.2244, simple_loss=0.3111, pruned_loss=0.06884, over 12296.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02883, over 45.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.336, pruned_loss=0.09786, over 2473991.62 frames. utt_duration=452.4 frames, utt_pad_proportion=0.0764, over 21946.24 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3098, pruned_loss=0.0734, over 2464103.70 frames. utt_duration=1262 frames, utt_pad_proportion=0.06141, over 7819.72 utterances.], giga_tot_loss[loss=0.2691, simple_loss=0.3388, pruned_loss=0.09974, over 2475109.03 frames. utt_duration=423.1 frames, utt_pad_proportion=0.07746, over 23481.79 utterances.], batch size: 45, lr: 5.26e-04
2022-08-23 15:13:24,888 INFO [train.py:927] (6/8) Epoch 6, batch 14000, giga_loss[loss=0.2665, simple_loss=0.3225, pruned_loss=0.1053, over 12365.00 frames. utt_duration=135.8 frames, utt_pad_proportion=0.201, over 368.00 utterances.], tot_loss[loss=0.265, simple_loss=0.335, pruned_loss=0.09749, over 2474764.72 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07941, over 22662.60 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3096, pruned_loss=0.07337, over 2464233.45 frames. utt_duration=1268 frames, utt_pad_proportion=0.06065, over 7785.59 utterances.], giga_tot_loss[loss=0.2683, simple_loss=0.3378, pruned_loss=0.09943, over 2475696.11 frames. utt_duration=411.1 frames, utt_pad_proportion=0.08036, over 24173.18 utterances.], batch size: 368, lr: 5.26e-04
2022-08-23 15:15:18,038 INFO [train.py:927] (6/8) Epoch 6, batch 14050, giga_loss[loss=0.2467, simple_loss=0.3282, pruned_loss=0.08256, over 12474.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03642, over 40.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3328, pruned_loss=0.09526, over 2474581.70 frames. utt_duration=444.8 frames, utt_pad_proportion=0.07909, over 22328.07 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3099, pruned_loss=0.07369, over 2464313.53 frames. utt_duration=1269 frames, utt_pad_proportion=0.0599, over 7777.84 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3351, pruned_loss=0.09682, over 2475377.64 frames. utt_duration=418.9 frames, utt_pad_proportion=0.08017, over 23721.58 utterances.], batch size: 40, lr: 5.26e-04
2022-08-23 15:17:05,681 INFO [train.py:927] (6/8) Epoch 6, batch 14100, giga_loss[loss=0.272, simple_loss=0.3473, pruned_loss=0.09833, over 12418.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03364, over 80.00 utterances.], tot_loss[loss=0.261, simple_loss=0.3341, pruned_loss=0.0939, over 2474893.56 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07866, over 22134.52 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3105, pruned_loss=0.07426, over 2464377.90 frames. utt_duration=1269 frames, utt_pad_proportion=0.05944, over 7780.04 utterances.], giga_tot_loss[loss=0.2626, simple_loss=0.3357, pruned_loss=0.09481, over 2475555.54 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07976, over 23356.84 utterances.], batch size: 80, lr: 5.26e-04
2022-08-23 15:18:53,092 INFO [train.py:927] (6/8) Epoch 6, batch 14150, giga_loss[loss=0.2488, simple_loss=0.324, pruned_loss=0.08674, over 12346.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03221, over 85.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3325, pruned_loss=0.09297, over 2475043.36 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07724, over 21569.69 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3104, pruned_loss=0.07461, over 2464695.09 frames. utt_duration=1272 frames, utt_pad_proportion=0.05788, over 7758.05 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3344, pruned_loss=0.09399, over 2475617.44 frames. utt_duration=431.9 frames, utt_pad_proportion=0.07885, over 23003.94 utterances.], batch size: 85, lr: 5.26e-04
2022-08-23 15:20:39,959 INFO [train.py:927] (6/8) Epoch 6, batch 14200, giga_loss[loss=0.2511, simple_loss=0.3054, pruned_loss=0.0984, over 12367.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2053, over 370.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3308, pruned_loss=0.09283, over 2474866.98 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07684, over 21225.32 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3108, pruned_loss=0.07499, over 2464586.79 frames. utt_duration=1266 frames, utt_pad_proportion=0.05862, over 7795.05 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3325, pruned_loss=0.0937, over 2475655.53 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07809, over 22637.07 utterances.], batch size: 370, lr: 5.26e-04
2022-08-23 15:22:27,294 INFO [train.py:927] (6/8) Epoch 6, batch 14250, giga_loss[loss=0.2565, simple_loss=0.3261, pruned_loss=0.09349, over 12441.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05336, over 162.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3294, pruned_loss=0.09188, over 2475289.86 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07353, over 21348.73 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3107, pruned_loss=0.07496, over 2464805.08 frames. utt_duration=1267 frames, utt_pad_proportion=0.05804, over 7789.22 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3311, pruned_loss=0.09283, over 2475853.84 frames. utt_duration=438.6 frames, utt_pad_proportion=0.07495, over 22655.24 utterances.], batch size: 162, lr: 5.25e-04
2022-08-23 15:24:09,480 INFO [train.py:927] (6/8) Epoch 6, batch 14300, libri_loss[loss=0.2031, simple_loss=0.2712, pruned_loss=0.06748, over 12196.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006935, over 30.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3289, pruned_loss=0.08993, over 2474928.61 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06706, over 20259.67 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3108, pruned_loss=0.07508, over 2464659.31 frames. utt_duration=1270 frames, utt_pad_proportion=0.05739, over 7772.43 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3303, pruned_loss=0.09078, over 2475675.06 frames. utt_duration=462.1 frames, utt_pad_proportion=0.06884, over 21497.16 utterances.], batch size: 30, lr: 5.25e-04
2022-08-23 15:25:55,197 INFO [train.py:927] (6/8) Epoch 6, batch 14350, libri_loss[loss=0.2115, simple_loss=0.2862, pruned_loss=0.06846, over 12183.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009222, over 30.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3267, pruned_loss=0.08901, over 2473563.27 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06845, over 19872.35 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3109, pruned_loss=0.07516, over 2464428.26 frames. utt_duration=1274 frames, utt_pad_proportion=0.05654, over 7748.17 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3281, pruned_loss=0.08987, over 2474539.00 frames. utt_duration=470.8 frames, utt_pad_proportion=0.07013, over 21089.30 utterances.], batch size: 30, lr: 5.25e-04
2022-08-23 15:27:38,491 INFO [train.py:927] (6/8) Epoch 6, batch 14400, giga_loss[loss=0.2136, simple_loss=0.3007, pruned_loss=0.06325, over 12368.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02838, over 66.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3254, pruned_loss=0.08867, over 2473563.83 frames. utt_duration=499.3 frames, utt_pad_proportion=0.06746, over 19874.74 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3108, pruned_loss=0.07535, over 2464174.40 frames. utt_duration=1262 frames, utt_pad_proportion=0.06031, over 7819.35 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3269, pruned_loss=0.08948, over 2474754.84 frames. utt_duration=471.9 frames, utt_pad_proportion=0.06765, over 21043.55 utterances.], batch size: 66, lr: 5.25e-04
2022-08-23 15:29:25,313 INFO [train.py:927] (6/8) Epoch 6, batch 14450, giga_loss[loss=0.3574, simple_loss=0.39, pruned_loss=0.1624, over 12372.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.325, pruned_loss=0.08984, over 2474146.75 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06749, over 20597.99 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3108, pruned_loss=0.07563, over 2464490.66 frames. utt_duration=1265 frames, utt_pad_proportion=0.05961, over 7799.26 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3265, pruned_loss=0.09054, over 2475028.79 frames. utt_duration=454.8 frames, utt_pad_proportion=0.06793, over 21839.09 utterances.], batch size: 257, lr: 5.25e-04
2022-08-23 15:31:09,079 INFO [train.py:927] (6/8) Epoch 6, batch 14500, libri_loss[loss=0.2471, simple_loss=0.3062, pruned_loss=0.09404, over 12131.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005894, over 32.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3255, pruned_loss=0.0909, over 2473979.81 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07246, over 21114.62 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3108, pruned_loss=0.07605, over 2464436.37 frames. utt_duration=1259 frames, utt_pad_proportion=0.0635, over 7839.04 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3271, pruned_loss=0.09148, over 2475028.90 frames. utt_duration=442.4 frames, utt_pad_proportion=0.0714, over 22451.17 utterances.], batch size: 32, lr: 5.25e-04
2022-08-23 15:32:58,786 INFO [train.py:927] (6/8) Epoch 6, batch 14550, giga_loss[loss=0.2522, simple_loss=0.3289, pruned_loss=0.08771, over 12370.00 frames. utt_duration=583.5 frames, utt_pad_proportion=0.03072, over 85.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3257, pruned_loss=0.09041, over 2474084.07 frames. utt_duration=465.1 frames, utt_pad_proportion=0.0742, over 21344.62 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3107, pruned_loss=0.07605, over 2464471.12 frames. utt_duration=1260 frames, utt_pad_proportion=0.06272, over 7831.49 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3272, pruned_loss=0.09106, over 2475010.17 frames. utt_duration=440 frames, utt_pad_proportion=0.07353, over 22573.14 utterances.], batch size: 85, lr: 5.25e-04
2022-08-23 15:34:41,415 INFO [train.py:927] (6/8) Epoch 6, batch 14600, giga_loss[loss=0.2525, simple_loss=0.3288, pruned_loss=0.08806, over 12448.00 frames. utt_duration=906.7 frames, utt_pad_proportion=0.02822, over 55.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3246, pruned_loss=0.08928, over 2474287.52 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07349, over 20123.82 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3106, pruned_loss=0.07613, over 2465041.97 frames. utt_duration=1262 frames, utt_pad_proportion=0.06138, over 7819.77 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3266, pruned_loss=0.09028, over 2474890.33 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07354, over 21648.46 utterances.], batch size: 55, lr: 5.25e-04
2022-08-23 15:36:26,835 INFO [train.py:927] (6/8) Epoch 6, batch 14650, giga_loss[loss=0.287, simple_loss=0.3516, pruned_loss=0.1112, over 12407.00 frames. utt_duration=307.5 frames, utt_pad_proportion=0.05663, over 162.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3266, pruned_loss=0.09174, over 2474239.22 frames. utt_duration=484.2 frames, utt_pad_proportion=0.0751, over 20503.01 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3105, pruned_loss=0.07639, over 2465521.63 frames. utt_duration=1258 frames, utt_pad_proportion=0.06151, over 7846.00 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3287, pruned_loss=0.09276, over 2474583.90 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07517, over 22108.78 utterances.], batch size: 162, lr: 5.25e-04
2022-08-23 15:38:11,504 INFO [train.py:927] (6/8) Epoch 6, batch 14700, giga_loss[loss=0.2077, simple_loss=0.2911, pruned_loss=0.0622, over 12384.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04192, over 26.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3266, pruned_loss=0.09245, over 2474406.67 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07307, over 20106.41 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3106, pruned_loss=0.07657, over 2465711.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.06521, over 7929.13 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3285, pruned_loss=0.09348, over 2474705.11 frames. utt_duration=459.6 frames, utt_pad_proportion=0.07212, over 21606.22 utterances.], batch size: 26, lr: 5.25e-04
2022-08-23 15:39:57,178 INFO [train.py:927] (6/8) Epoch 6, batch 14750, giga_loss[loss=0.2543, simple_loss=0.32, pruned_loss=0.09424, over 12408.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02225, over 48.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3258, pruned_loss=0.09205, over 2473743.73 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07118, over 20034.94 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3109, pruned_loss=0.07667, over 2465764.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.06494, over 7927.48 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3271, pruned_loss=0.09283, over 2473964.83 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07064, over 21266.23 utterances.], batch size: 48, lr: 5.25e-04
2022-08-23 15:41:39,590 INFO [train.py:927] (6/8) Epoch 6, batch 14800, giga_loss[loss=0.2196, simple_loss=0.3039, pruned_loss=0.06762, over 12449.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03401, over 86.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3268, pruned_loss=0.0907, over 2474397.75 frames. utt_duration=481.3 frames, utt_pad_proportion=0.07288, over 20625.72 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3123, pruned_loss=0.07696, over 2465693.96 frames. utt_duration=1244 frames, utt_pad_proportion=0.0647, over 7938.73 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3268, pruned_loss=0.09133, over 2474804.93 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07256, over 21833.47 utterances.], batch size: 86, lr: 5.24e-04
2022-08-23 15:43:26,818 INFO [train.py:927] (6/8) Epoch 6, batch 14850, giga_loss[loss=0.2228, simple_loss=0.3065, pruned_loss=0.0696, over 12336.00 frames. utt_duration=668.3 frames, utt_pad_proportion=0.02718, over 74.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3245, pruned_loss=0.08931, over 2473942.36 frames. utt_duration=484.6 frames, utt_pad_proportion=0.07303, over 20481.36 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3121, pruned_loss=0.07703, over 2465983.32 frames. utt_duration=1251 frames, utt_pad_proportion=0.06314, over 7892.49 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3254, pruned_loss=0.0903, over 2474333.01 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07339, over 22052.96 utterances.], batch size: 74, lr: 5.24e-04
2022-08-23 15:45:10,451 INFO [train.py:927] (6/8) Epoch 6, batch 14900, giga_loss[loss=0.2919, simple_loss=0.3588, pruned_loss=0.1125, over 12433.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05124, over 162.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3251, pruned_loss=0.09029, over 2474656.14 frames. utt_duration=485 frames, utt_pad_proportion=0.07117, over 20471.35 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3127, pruned_loss=0.07753, over 2465965.58 frames. utt_duration=1239 frames, utt_pad_proportion=0.06683, over 7970.29 utterances.], giga_tot_loss[loss=0.2536, simple_loss=0.3255, pruned_loss=0.09084, over 2475119.07 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07039, over 21869.20 utterances.], batch size: 162, lr: 5.24e-04
2022-08-23 15:46:58,357 INFO [train.py:927] (6/8) Epoch 6, batch 14950, giga_loss[loss=0.3668, simple_loss=0.3959, pruned_loss=0.1688, over 12408.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3283, pruned_loss=0.09081, over 2474728.95 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06847, over 20062.17 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.312, pruned_loss=0.07729, over 2466103.36 frames. utt_duration=1244 frames, utt_pad_proportion=0.06585, over 7941.55 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3297, pruned_loss=0.09183, over 2475199.12 frames. utt_duration=460.7 frames, utt_pad_proportion=0.06836, over 21556.67 utterances.], batch size: 259, lr: 5.24e-04
2022-08-23 15:48:42,235 INFO [train.py:927] (6/8) Epoch 6, batch 15000, libri_loss[loss=0.2429, simple_loss=0.3223, pruned_loss=0.08175, over 12314.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005044, over 35.00 utterances.], tot_loss[loss=0.2575, simple_loss=0.3309, pruned_loss=0.09206, over 2474670.68 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06675, over 20059.92 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3124, pruned_loss=0.07777, over 2466155.04 frames. utt_duration=1233 frames, utt_pad_proportion=0.06913, over 8008.68 utterances.], giga_tot_loss[loss=0.2585, simple_loss=0.3318, pruned_loss=0.09262, over 2475118.91 frames. utt_duration=465 frames, utt_pad_proportion=0.06559, over 21356.06 utterances.], batch size: 35, lr: 5.24e-04
2022-08-23 15:48:42,237 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 15:48:56,175 INFO [train.py:967] (6/8) Epoch 6, validation: loss=0.1852, simple_loss=0.2951, pruned_loss=0.03762, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 15:50:39,640 INFO [train.py:927] (6/8) Epoch 6, batch 15050, giga_loss[loss=0.222, simple_loss=0.3091, pruned_loss=0.06739, over 12261.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02811, over 54.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.332, pruned_loss=0.09433, over 2474278.64 frames. utt_duration=461.6 frames, utt_pad_proportion=0.0771, over 21509.75 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3122, pruned_loss=0.07786, over 2465937.94 frames. utt_duration=1238 frames, utt_pad_proportion=0.06801, over 7979.02 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3334, pruned_loss=0.09509, over 2475061.50 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07604, over 22915.00 utterances.], batch size: 54, lr: 5.24e-04
2022-08-23 15:52:23,516 INFO [train.py:927] (6/8) Epoch 6, batch 15100, giga_loss[loss=0.2748, simple_loss=0.3531, pruned_loss=0.09824, over 12359.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03646, over 122.00 utterances.], tot_loss[loss=0.2585, simple_loss=0.3304, pruned_loss=0.09327, over 2474305.96 frames. utt_duration=464 frames, utt_pad_proportion=0.07569, over 21399.08 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3121, pruned_loss=0.07786, over 2465772.36 frames. utt_duration=1237 frames, utt_pad_proportion=0.06758, over 7983.42 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.332, pruned_loss=0.09415, over 2475216.65 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07516, over 22756.64 utterances.], batch size: 122, lr: 5.24e-04
2022-08-23 15:54:04,422 INFO [train.py:927] (6/8) Epoch 6, batch 15150, giga_loss[loss=0.2951, simple_loss=0.3429, pruned_loss=0.1237, over 12342.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2043, over 369.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.33, pruned_loss=0.0937, over 2474492.25 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07638, over 21416.00 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3123, pruned_loss=0.07803, over 2465812.33 frames. utt_duration=1226 frames, utt_pad_proportion=0.07128, over 8055.88 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3313, pruned_loss=0.09447, over 2475291.83 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07491, over 22604.94 utterances.], batch size: 369, lr: 5.24e-04
2022-08-23 15:55:49,088 INFO [train.py:927] (6/8) Epoch 6, batch 15200, giga_loss[loss=0.2706, simple_loss=0.3257, pruned_loss=0.1078, over 12079.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03823, over 30.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3294, pruned_loss=0.09333, over 2474323.13 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07633, over 21023.52 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3127, pruned_loss=0.0782, over 2466123.62 frames. utt_duration=1228 frames, utt_pad_proportion=0.07016, over 8042.92 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3304, pruned_loss=0.09406, over 2474833.31 frames. utt_duration=447.3 frames, utt_pad_proportion=0.07551, over 22204.95 utterances.], batch size: 30, lr: 5.24e-04
2022-08-23 15:57:30,151 INFO [train.py:927] (6/8) Epoch 6, batch 15250, giga_loss[loss=0.2133, simple_loss=0.2901, pruned_loss=0.06824, over 12379.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02653, over 66.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3272, pruned_loss=0.09273, over 2473724.63 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07883, over 20612.22 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3126, pruned_loss=0.0784, over 2466024.47 frames. utt_duration=1234 frames, utt_pad_proportion=0.06831, over 8006.27 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3289, pruned_loss=0.09386, over 2474579.56 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07886, over 22229.58 utterances.], batch size: 66, lr: 5.24e-04
2022-08-23 15:59:11,184 INFO [train.py:927] (6/8) Epoch 6, batch 15300, giga_loss[loss=0.3475, simple_loss=0.3852, pruned_loss=0.1549, over 12374.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1112, over 260.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3275, pruned_loss=0.09237, over 2473539.68 frames. utt_duration=490.4 frames, utt_pad_proportion=0.0779, over 20235.65 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.07887, over 2466403.87 frames. utt_duration=1234 frames, utt_pad_proportion=0.06777, over 8006.09 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.329, pruned_loss=0.09317, over 2474045.73 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07822, over 21794.15 utterances.], batch size: 260, lr: 5.24e-04
2022-08-23 16:00:56,016 INFO [train.py:927] (6/8) Epoch 6, batch 15350, giga_loss[loss=0.2439, simple_loss=0.3326, pruned_loss=0.07759, over 12419.00 frames. utt_duration=474.4 frames, utt_pad_proportion=0.03583, over 105.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3289, pruned_loss=0.09363, over 2473904.38 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07874, over 20817.37 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3127, pruned_loss=0.07893, over 2466564.08 frames. utt_duration=1236 frames, utt_pad_proportion=0.06709, over 7995.03 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3303, pruned_loss=0.0944, over 2474256.63 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07921, over 22231.90 utterances.], batch size: 105, lr: 5.23e-04
2022-08-23 16:02:37,805 INFO [train.py:927] (6/8) Epoch 6, batch 15400, giga_loss[loss=0.389, simple_loss=0.4179, pruned_loss=0.1801, over 12416.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06144, over 183.00 utterances.], tot_loss[loss=0.2586, simple_loss=0.3313, pruned_loss=0.09293, over 2474086.31 frames. utt_duration=491.6 frames, utt_pad_proportion=0.07412, over 20193.06 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3133, pruned_loss=0.07945, over 2466691.46 frames. utt_duration=1235 frames, utt_pad_proportion=0.06652, over 7999.12 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3321, pruned_loss=0.09327, over 2474347.54 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07499, over 21469.57 utterances.], batch size: 183, lr: 5.23e-04
2022-08-23 16:04:21,505 INFO [train.py:927] (6/8) Epoch 6, batch 15450, giga_loss[loss=0.2404, simple_loss=0.3121, pruned_loss=0.08437, over 12456.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04506, over 34.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3334, pruned_loss=0.09394, over 2474685.10 frames. utt_duration=492.8 frames, utt_pad_proportion=0.07363, over 20146.31 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.3137, pruned_loss=0.0799, over 2466586.48 frames. utt_duration=1236 frames, utt_pad_proportion=0.06561, over 7989.32 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.334, pruned_loss=0.09404, over 2475098.99 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07472, over 21387.42 utterances.], batch size: 34, lr: 5.23e-04
2022-08-23 16:06:01,361 INFO [train.py:927] (6/8) Epoch 6, batch 15500, giga_loss[loss=0.2869, simple_loss=0.356, pruned_loss=0.1089, over 12433.00 frames. utt_duration=372.6 frames, utt_pad_proportion=0.0446, over 134.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.333, pruned_loss=0.09432, over 2475554.16 frames. utt_duration=497.6 frames, utt_pad_proportion=0.07275, over 19960.68 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3129, pruned_loss=0.07969, over 2466853.68 frames. utt_duration=1238 frames, utt_pad_proportion=0.06437, over 7977.19 utterances.], giga_tot_loss[loss=0.263, simple_loss=0.3353, pruned_loss=0.09533, over 2476103.81 frames. utt_duration=459.2 frames, utt_pad_proportion=0.0743, over 21636.30 utterances.], batch size: 134, lr: 5.23e-04
2022-08-23 16:07:44,141 INFO [train.py:927] (6/8) Epoch 6, batch 15550, giga_loss[loss=0.2688, simple_loss=0.3479, pruned_loss=0.09482, over 12452.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03504, over 37.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.334, pruned_loss=0.09518, over 2475146.06 frames. utt_duration=493.6 frames, utt_pad_proportion=0.0749, over 20118.36 utterances.], libri_tot_loss[loss=0.2361, simple_loss=0.3126, pruned_loss=0.07978, over 2466431.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.06273, over 7936.61 utterances.], giga_tot_loss[loss=0.2648, simple_loss=0.3368, pruned_loss=0.09644, over 2476255.47 frames. utt_duration=453.6 frames, utt_pad_proportion=0.07667, over 21907.94 utterances.], batch size: 37, lr: 5.23e-04
2022-08-23 16:09:27,150 INFO [train.py:927] (6/8) Epoch 6, batch 15600, giga_loss[loss=0.2448, simple_loss=0.3297, pruned_loss=0.07992, over 12409.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03766, over 113.00 utterances.], tot_loss[loss=0.258, simple_loss=0.3323, pruned_loss=0.09186, over 2475487.07 frames. utt_duration=508.7 frames, utt_pad_proportion=0.07415, over 19521.67 utterances.], libri_tot_loss[loss=0.2362, simple_loss=0.3128, pruned_loss=0.07977, over 2466870.44 frames. utt_duration=1243 frames, utt_pad_proportion=0.06236, over 7949.97 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.335, pruned_loss=0.09331, over 2476260.71 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07595, over 21325.54 utterances.], batch size: 113, lr: 5.23e-04
2022-08-23 16:11:08,890 INFO [train.py:927] (6/8) Epoch 6, batch 15650, giga_loss[loss=0.2923, simple_loss=0.3386, pruned_loss=0.123, over 12364.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2074, over 371.00 utterances.], tot_loss[loss=0.2593, simple_loss=0.3331, pruned_loss=0.09276, over 2475474.91 frames. utt_duration=480.3 frames, utt_pad_proportion=0.08191, over 20681.19 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3135, pruned_loss=0.08013, over 2466899.93 frames. utt_duration=1231 frames, utt_pad_proportion=0.0656, over 8027.87 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.335, pruned_loss=0.09383, over 2476220.34 frames. utt_duration=446.4 frames, utt_pad_proportion=0.08193, over 22260.45 utterances.], batch size: 371, lr: 5.23e-04
2022-08-23 16:12:52,083 INFO [train.py:927] (6/8) Epoch 6, batch 15700, giga_loss[loss=0.2449, simple_loss=0.3212, pruned_loss=0.08429, over 12167.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04012, over 33.00 utterances.], tot_loss[loss=0.2589, simple_loss=0.332, pruned_loss=0.09292, over 2475121.06 frames. utt_duration=479.1 frames, utt_pad_proportion=0.08484, over 20729.02 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3138, pruned_loss=0.08037, over 2466979.14 frames. utt_duration=1233 frames, utt_pad_proportion=0.06432, over 8014.34 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3336, pruned_loss=0.09385, over 2475837.03 frames. utt_duration=445.7 frames, utt_pad_proportion=0.08525, over 22294.18 utterances.], batch size: 33, lr: 5.23e-04
2022-08-23 16:14:34,127 INFO [train.py:927] (6/8) Epoch 6, batch 15750, giga_loss[loss=0.2205, simple_loss=0.3005, pruned_loss=0.0702, over 12354.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02905, over 91.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3297, pruned_loss=0.09233, over 2474284.67 frames. utt_duration=465.1 frames, utt_pad_proportion=0.08615, over 21348.41 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3134, pruned_loss=0.08034, over 2466797.18 frames. utt_duration=1232 frames, utt_pad_proportion=0.06426, over 8019.45 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3321, pruned_loss=0.09352, over 2475294.08 frames. utt_duration=431 frames, utt_pad_proportion=0.08671, over 23049.01 utterances.], batch size: 91, lr: 5.23e-04
2022-08-23 16:16:15,862 INFO [train.py:927] (6/8) Epoch 6, batch 15800, giga_loss[loss=0.2272, simple_loss=0.3119, pruned_loss=0.07123, over 12329.00 frames. utt_duration=748.7 frames, utt_pad_proportion=0.03017, over 66.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.3291, pruned_loss=0.09314, over 2474156.65 frames. utt_duration=461.1 frames, utt_pad_proportion=0.08524, over 21532.61 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.3131, pruned_loss=0.0802, over 2466541.82 frames. utt_duration=1235 frames, utt_pad_proportion=0.06383, over 8000.30 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3312, pruned_loss=0.09429, over 2475233.06 frames. utt_duration=431.9 frames, utt_pad_proportion=0.08591, over 23000.48 utterances.], batch size: 66, lr: 5.23e-04
2022-08-23 16:17:57,084 INFO [train.py:927] (6/8) Epoch 6, batch 15850, giga_loss[loss=0.2183, simple_loss=0.296, pruned_loss=0.07033, over 12374.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04425, over 37.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3258, pruned_loss=0.0896, over 2473388.54 frames. utt_duration=467.5 frames, utt_pad_proportion=0.07759, over 21229.45 utterances.], libri_tot_loss[loss=0.2367, simple_loss=0.313, pruned_loss=0.08022, over 2466489.11 frames. utt_duration=1237 frames, utt_pad_proportion=0.06375, over 7987.29 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3277, pruned_loss=0.09054, over 2474312.42 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07858, over 22453.65 utterances.], batch size: 37, lr: 5.23e-04
2022-08-23 16:19:45,044 INFO [train.py:927] (6/8) Epoch 6, batch 15900, giga_loss[loss=0.2521, simple_loss=0.3235, pruned_loss=0.09038, over 12432.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.03123, over 122.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3238, pruned_loss=0.08805, over 2473768.77 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07603, over 21378.26 utterances.], libri_tot_loss[loss=0.237, simple_loss=0.3133, pruned_loss=0.08031, over 2466571.20 frames. utt_duration=1234 frames, utt_pad_proportion=0.06415, over 8006.46 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3251, pruned_loss=0.08877, over 2474484.75 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07677, over 22445.69 utterances.], batch size: 122, lr: 5.22e-04
2022-08-23 16:21:30,803 INFO [train.py:927] (6/8) Epoch 6, batch 15950, giga_loss[loss=0.2436, simple_loss=0.3331, pruned_loss=0.07708, over 12453.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03127, over 75.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3217, pruned_loss=0.0873, over 2474226.53 frames. utt_duration=445.1 frames, utt_pad_proportion=0.08068, over 22305.69 utterances.], libri_tot_loss[loss=0.2369, simple_loss=0.3133, pruned_loss=0.08025, over 2466522.71 frames. utt_duration=1237 frames, utt_pad_proportion=0.06359, over 7982.45 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3228, pruned_loss=0.08803, over 2474945.87 frames. utt_duration=425.5 frames, utt_pad_proportion=0.08124, over 23346.84 utterances.], batch size: 75, lr: 5.22e-04
2022-08-23 16:23:13,356 INFO [train.py:927] (6/8) Epoch 6, batch 16000, giga_loss[loss=0.2573, simple_loss=0.3413, pruned_loss=0.08664, over 12431.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03598, over 43.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3229, pruned_loss=0.08744, over 2474562.17 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07458, over 21272.51 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3141, pruned_loss=0.08063, over 2466827.14 frames. utt_duration=1237 frames, utt_pad_proportion=0.06257, over 7984.78 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3234, pruned_loss=0.08785, over 2475038.52 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07576, over 22410.79 utterances.], batch size: 43, lr: 5.22e-04
2022-08-23 16:24:56,205 INFO [train.py:927] (6/8) Epoch 6, batch 16050, giga_loss[loss=0.2408, simple_loss=0.3167, pruned_loss=0.08246, over 12348.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03276, over 58.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3217, pruned_loss=0.08701, over 2474550.07 frames. utt_duration=472 frames, utt_pad_proportion=0.07494, over 21035.75 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3138, pruned_loss=0.08072, over 2467043.15 frames. utt_duration=1239 frames, utt_pad_proportion=0.06202, over 7974.36 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3226, pruned_loss=0.08746, over 2474959.19 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07616, over 22315.55 utterances.], batch size: 58, lr: 5.22e-04
2022-08-23 16:26:39,880 INFO [train.py:927] (6/8) Epoch 6, batch 16100, giga_loss[loss=0.2561, simple_loss=0.3341, pruned_loss=0.08911, over 12376.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03797, over 113.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3233, pruned_loss=0.08789, over 2473814.15 frames. utt_duration=489.5 frames, utt_pad_proportion=0.06931, over 20277.26 utterances.], libri_tot_loss[loss=0.2373, simple_loss=0.3135, pruned_loss=0.08057, over 2466850.26 frames. utt_duration=1244 frames, utt_pad_proportion=0.06089, over 7942.27 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08854, over 2474478.81 frames. utt_duration=459.4 frames, utt_pad_proportion=0.07106, over 21616.40 utterances.], batch size: 113, lr: 5.22e-04
2022-08-23 16:28:23,474 INFO [train.py:927] (6/8) Epoch 6, batch 16150, giga_loss[loss=0.2943, simple_loss=0.3599, pruned_loss=0.1144, over 12410.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05032, over 161.00 utterances.], tot_loss[loss=0.2558, simple_loss=0.3278, pruned_loss=0.09193, over 2474072.89 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07416, over 21616.73 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3143, pruned_loss=0.08123, over 2467084.63 frames. utt_duration=1221 frames, utt_pad_proportion=0.06679, over 8093.59 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3283, pruned_loss=0.09209, over 2474601.75 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07337, over 22947.56 utterances.], batch size: 161, lr: 5.22e-04
2022-08-23 16:30:13,976 INFO [train.py:927] (6/8) Epoch 6, batch 16200, giga_loss[loss=0.3122, simple_loss=0.3834, pruned_loss=0.1205, over 12327.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03128, over 91.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.33, pruned_loss=0.09316, over 2474315.09 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07346, over 21370.46 utterances.], libri_tot_loss[loss=0.2385, simple_loss=0.3145, pruned_loss=0.08127, over 2467304.58 frames. utt_duration=1220 frames, utt_pad_proportion=0.06594, over 8097.69 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3305, pruned_loss=0.09347, over 2474661.21 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0732, over 22661.77 utterances.], batch size: 91, lr: 5.22e-04
2022-08-23 16:31:57,537 INFO [train.py:927] (6/8) Epoch 6, batch 16250, giga_loss[loss=0.2851, simple_loss=0.3419, pruned_loss=0.1142, over 12370.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1948, over 365.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3307, pruned_loss=0.09308, over 2474657.92 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07257, over 21678.43 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3149, pruned_loss=0.08172, over 2467567.96 frames. utt_duration=1221 frames, utt_pad_proportion=0.06425, over 8093.44 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3313, pruned_loss=0.0933, over 2474912.53 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07301, over 23149.26 utterances.], batch size: 365, lr: 5.22e-04
2022-08-23 16:33:43,635 INFO [train.py:927] (6/8) Epoch 6, batch 16300, giga_loss[loss=0.2789, simple_loss=0.3472, pruned_loss=0.1052, over 12370.00 frames. utt_duration=854.7 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.2574, simple_loss=0.3291, pruned_loss=0.09282, over 2474071.62 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07203, over 21279.71 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3145, pruned_loss=0.08159, over 2467541.47 frames. utt_duration=1229 frames, utt_pad_proportion=0.06266, over 8038.01 utterances.], giga_tot_loss[loss=0.2587, simple_loss=0.3304, pruned_loss=0.09349, over 2474469.25 frames. utt_duration=432.6 frames, utt_pad_proportion=0.07305, over 22954.99 utterances.], batch size: 58, lr: 5.22e-04
2022-08-23 16:35:26,874 INFO [train.py:927] (6/8) Epoch 6, batch 16350, giga_loss[loss=0.328, simple_loss=0.3679, pruned_loss=0.144, over 12391.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07378, over 212.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3271, pruned_loss=0.09218, over 2473581.65 frames. utt_duration=480.6 frames, utt_pad_proportion=0.06771, over 20648.20 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3145, pruned_loss=0.08155, over 2467392.04 frames. utt_duration=1232 frames, utt_pad_proportion=0.062, over 8018.49 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3283, pruned_loss=0.0929, over 2474132.44 frames. utt_duration=447.9 frames, utt_pad_proportion=0.06906, over 22166.48 utterances.], batch size: 212, lr: 5.22e-04
2022-08-23 16:37:08,129 INFO [train.py:927] (6/8) Epoch 6, batch 16400, giga_loss[loss=0.2597, simple_loss=0.3287, pruned_loss=0.09534, over 12371.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07525, over 212.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3273, pruned_loss=0.09146, over 2473917.54 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07048, over 20843.76 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3164, pruned_loss=0.08198, over 2467654.12 frames. utt_duration=1229 frames, utt_pad_proportion=0.06148, over 8040.47 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3268, pruned_loss=0.09193, over 2474290.58 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07169, over 22408.62 utterances.], batch size: 212, lr: 5.22e-04
2022-08-23 16:38:51,368 INFO [train.py:927] (6/8) Epoch 6, batch 16450, giga_loss[loss=0.2301, simple_loss=0.3155, pruned_loss=0.07235, over 12333.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03403, over 58.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3265, pruned_loss=0.09103, over 2473775.39 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07288, over 20602.60 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3159, pruned_loss=0.0817, over 2467581.72 frames. utt_duration=1234 frames, utt_pad_proportion=0.06044, over 8007.85 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3268, pruned_loss=0.09185, over 2474266.32 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07408, over 22157.27 utterances.], batch size: 58, lr: 5.21e-04
2022-08-23 16:40:35,489 INFO [train.py:927] (6/8) Epoch 6, batch 16500, giga_loss[loss=0.358, simple_loss=0.388, pruned_loss=0.164, over 12402.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1031, over 258.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3276, pruned_loss=0.09285, over 2473861.41 frames. utt_duration=472 frames, utt_pad_proportion=0.07367, over 21032.23 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3154, pruned_loss=0.08145, over 2467282.61 frames. utt_duration=1239 frames, utt_pad_proportion=0.05987, over 7975.90 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3284, pruned_loss=0.09381, over 2474565.43 frames. utt_duration=442.6 frames, utt_pad_proportion=0.07476, over 22439.08 utterances.], batch size: 258, lr: 5.21e-04
2022-08-23 16:42:24,527 INFO [train.py:927] (6/8) Epoch 6, batch 16550, libri_loss[loss=0.2633, simple_loss=0.3281, pruned_loss=0.09929, over 12439.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.0337, over 46.00 utterances.], tot_loss[loss=0.2577, simple_loss=0.328, pruned_loss=0.09366, over 2473168.81 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07219, over 20933.24 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3155, pruned_loss=0.08172, over 2467359.91 frames. utt_duration=1242 frames, utt_pad_proportion=0.05851, over 7955.37 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3289, pruned_loss=0.09457, over 2473849.87 frames. utt_duration=441.1 frames, utt_pad_proportion=0.07369, over 22506.05 utterances.], batch size: 46, lr: 5.21e-04
2022-08-23 16:44:09,442 INFO [train.py:927] (6/8) Epoch 6, batch 16600, giga_loss[loss=0.2657, simple_loss=0.3339, pruned_loss=0.09878, over 12384.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03015, over 97.00 utterances.], tot_loss[loss=0.2578, simple_loss=0.3282, pruned_loss=0.09369, over 2473232.41 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07265, over 20644.18 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3154, pruned_loss=0.08171, over 2467127.47 frames. utt_duration=1244 frames, utt_pad_proportion=0.05807, over 7943.83 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3291, pruned_loss=0.09453, over 2474041.05 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07401, over 22004.70 utterances.], batch size: 97, lr: 5.21e-04
2022-08-23 16:45:52,800 INFO [train.py:927] (6/8) Epoch 6, batch 16650, giga_loss[loss=0.2542, simple_loss=0.327, pruned_loss=0.09074, over 12363.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02622, over 66.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.329, pruned_loss=0.0942, over 2474128.49 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06741, over 20228.67 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3153, pruned_loss=0.08178, over 2467157.62 frames. utt_duration=1248 frames, utt_pad_proportion=0.05699, over 7918.52 utterances.], giga_tot_loss[loss=0.2601, simple_loss=0.3301, pruned_loss=0.09506, over 2474873.86 frames. utt_duration=459.5 frames, utt_pad_proportion=0.06926, over 21611.14 utterances.], batch size: 66, lr: 5.21e-04
2022-08-23 16:47:35,921 INFO [train.py:927] (6/8) Epoch 6, batch 16700, giga_loss[loss=0.2319, simple_loss=0.3103, pruned_loss=0.07673, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03351, over 80.00 utterances.], tot_loss[loss=0.2608, simple_loss=0.3305, pruned_loss=0.09557, over 2474204.32 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07146, over 20860.97 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3157, pruned_loss=0.08243, over 2467282.43 frames. utt_duration=1238 frames, utt_pad_proportion=0.05979, over 7984.63 utterances.], giga_tot_loss[loss=0.262, simple_loss=0.3316, pruned_loss=0.09618, over 2474985.04 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07194, over 22450.08 utterances.], batch size: 80, lr: 5.21e-04
2022-08-23 16:49:19,325 INFO [train.py:927] (6/8) Epoch 6, batch 16750, giga_loss[loss=0.2558, simple_loss=0.3345, pruned_loss=0.08859, over 12357.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.0321, over 51.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3311, pruned_loss=0.09506, over 2474293.60 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07235, over 20588.25 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3154, pruned_loss=0.08252, over 2467191.89 frames. utt_duration=1229 frames, utt_pad_proportion=0.06279, over 8036.40 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3327, pruned_loss=0.09583, over 2475208.85 frames. utt_duration=447.8 frames, utt_pad_proportion=0.0718, over 22181.74 utterances.], batch size: 51, lr: 5.21e-04
2022-08-23 16:51:02,322 INFO [train.py:927] (6/8) Epoch 6, batch 16800, libri_loss[loss=0.1843, simple_loss=0.26, pruned_loss=0.05426, over 12468.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009092, over 29.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3298, pruned_loss=0.09436, over 2474024.71 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07657, over 21181.34 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3152, pruned_loss=0.08248, over 2467422.46 frames. utt_duration=1231 frames, utt_pad_proportion=0.06209, over 8026.60 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3316, pruned_loss=0.09525, over 2474648.23 frames. utt_duration=437.6 frames, utt_pad_proportion=0.07621, over 22695.05 utterances.], batch size: 29, lr: 5.21e-04
2022-08-23 16:52:45,913 INFO [train.py:927] (6/8) Epoch 6, batch 16850, giga_loss[loss=0.2547, simple_loss=0.3274, pruned_loss=0.09102, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03856, over 105.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3298, pruned_loss=0.0939, over 2473996.28 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07469, over 20994.67 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3147, pruned_loss=0.08239, over 2467089.29 frames. utt_duration=1239 frames, utt_pad_proportion=0.06091, over 7977.38 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3321, pruned_loss=0.09501, over 2474955.63 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07497, over 22602.20 utterances.], batch size: 105, lr: 5.21e-04
2022-08-23 16:54:32,750 INFO [train.py:927] (6/8) Epoch 6, batch 16900, libri_loss[loss=0.253, simple_loss=0.3153, pruned_loss=0.09533, over 12453.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006278, over 32.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3301, pruned_loss=0.09461, over 2474936.22 frames. utt_duration=478 frames, utt_pad_proportion=0.07477, over 20775.11 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3146, pruned_loss=0.08244, over 2467548.57 frames. utt_duration=1240 frames, utt_pad_proportion=0.06008, over 7966.89 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3323, pruned_loss=0.09569, over 2475444.78 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07537, over 22357.64 utterances.], batch size: 32, lr: 5.21e-04
2022-08-23 16:56:18,817 INFO [train.py:927] (6/8) Epoch 6, batch 16950, giga_loss[loss=0.2851, simple_loss=0.3465, pruned_loss=0.1119, over 12389.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07036, over 212.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3304, pruned_loss=0.09471, over 2474969.35 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0738, over 20826.54 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3145, pruned_loss=0.08239, over 2467621.54 frames. utt_duration=1243 frames, utt_pad_proportion=0.05928, over 7951.76 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3326, pruned_loss=0.09581, over 2475430.43 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07467, over 22321.64 utterances.], batch size: 212, lr: 5.21e-04
2022-08-23 16:58:00,173 INFO [train.py:927] (6/8) Epoch 6, batch 17000, giga_loss[loss=0.3314, simple_loss=0.3747, pruned_loss=0.144, over 12375.00 frames. utt_duration=191.9 frames, utt_pad_proportion=0.1118, over 260.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3306, pruned_loss=0.09488, over 2474164.79 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07533, over 20722.25 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3146, pruned_loss=0.08256, over 2466941.34 frames. utt_duration=1231 frames, utt_pad_proportion=0.06309, over 8025.62 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3327, pruned_loss=0.096, over 2475360.21 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07493, over 22255.86 utterances.], batch size: 260, lr: 5.21e-04
2022-08-23 16:59:41,782 INFO [train.py:927] (6/8) Epoch 6, batch 17050, giga_loss[loss=0.2299, simple_loss=0.3104, pruned_loss=0.07472, over 12374.00 frames. utt_duration=799.8 frames, utt_pad_proportion=0.03169, over 62.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3302, pruned_loss=0.09457, over 2475060.54 frames. utt_duration=480 frames, utt_pad_proportion=0.07441, over 20689.65 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3146, pruned_loss=0.08291, over 2467153.02 frames. utt_duration=1238 frames, utt_pad_proportion=0.06181, over 7980.38 utterances.], giga_tot_loss[loss=0.2617, simple_loss=0.3324, pruned_loss=0.09547, over 2476027.86 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07464, over 22302.03 utterances.], batch size: 62, lr: 5.20e-04
2022-08-23 17:01:28,444 INFO [train.py:927] (6/8) Epoch 6, batch 17100, giga_loss[loss=0.2988, simple_loss=0.3654, pruned_loss=0.1161, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06131, over 183.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.329, pruned_loss=0.09338, over 2475057.73 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07153, over 20339.66 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3148, pruned_loss=0.08302, over 2467079.06 frames. utt_duration=1239 frames, utt_pad_proportion=0.06089, over 7975.83 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3308, pruned_loss=0.09418, over 2476031.88 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07225, over 21846.50 utterances.], batch size: 183, lr: 5.20e-04
2022-08-23 17:03:12,061 INFO [train.py:927] (6/8) Epoch 6, batch 17150, giga_loss[loss=0.2445, simple_loss=0.2991, pruned_loss=0.09497, over 12482.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03514, over 37.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3273, pruned_loss=0.09302, over 2475058.50 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07502, over 20707.95 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3149, pruned_loss=0.0829, over 2467427.80 frames. utt_duration=1241 frames, utt_pad_proportion=0.06016, over 7963.24 utterances.], giga_tot_loss[loss=0.2583, simple_loss=0.3287, pruned_loss=0.09391, over 2475611.21 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07572, over 22087.62 utterances.], batch size: 37, lr: 5.20e-04
2022-08-23 17:04:57,260 INFO [train.py:927] (6/8) Epoch 6, batch 17200, giga_loss[loss=0.2332, simple_loss=0.3102, pruned_loss=0.07809, over 12432.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03759, over 133.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3236, pruned_loss=0.0911, over 2475034.62 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06937, over 20063.35 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3151, pruned_loss=0.08312, over 2467500.62 frames. utt_duration=1247 frames, utt_pad_proportion=0.05904, over 7922.91 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3249, pruned_loss=0.09183, over 2475622.52 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07076, over 21544.86 utterances.], batch size: 133, lr: 5.20e-04
2022-08-23 17:06:42,337 INFO [train.py:927] (6/8) Epoch 6, batch 17250, giga_loss[loss=0.2157, simple_loss=0.2963, pruned_loss=0.06758, over 12370.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02604, over 48.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3225, pruned_loss=0.09037, over 2474589.61 frames. utt_duration=472.4 frames, utt_pad_proportion=0.07568, over 21019.85 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3148, pruned_loss=0.08304, over 2467222.32 frames. utt_duration=1250 frames, utt_pad_proportion=0.05827, over 7905.54 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3239, pruned_loss=0.09117, over 2475445.68 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07674, over 22455.94 utterances.], batch size: 48, lr: 5.20e-04
2022-08-23 17:08:27,626 INFO [train.py:927] (6/8) Epoch 6, batch 17300, giga_loss[loss=0.2164, simple_loss=0.2988, pruned_loss=0.06705, over 12314.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03249, over 51.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3214, pruned_loss=0.08738, over 2474756.71 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07574, over 21963.73 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3145, pruned_loss=0.08305, over 2466881.26 frames. utt_duration=1255 frames, utt_pad_proportion=0.05726, over 7870.29 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.323, pruned_loss=0.08816, over 2475906.81 frames. utt_duration=423.8 frames, utt_pad_proportion=0.07699, over 23449.58 utterances.], batch size: 51, lr: 5.20e-04
2022-08-23 17:10:13,113 INFO [train.py:927] (6/8) Epoch 6, batch 17350, giga_loss[loss=0.2238, simple_loss=0.3066, pruned_loss=0.07046, over 12283.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02989, over 45.00 utterances.], tot_loss[loss=0.2441, simple_loss=0.3189, pruned_loss=0.08464, over 2474889.15 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07926, over 22615.11 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3143, pruned_loss=0.08313, over 2466590.48 frames. utt_duration=1251 frames, utt_pad_proportion=0.05972, over 7897.79 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3207, pruned_loss=0.08532, over 2476411.60 frames. utt_duration=407.6 frames, utt_pad_proportion=0.07951, over 24389.82 utterances.], batch size: 45, lr: 5.20e-04
2022-08-23 17:11:57,117 INFO [train.py:927] (6/8) Epoch 6, batch 17400, giga_loss[loss=0.2236, simple_loss=0.314, pruned_loss=0.06664, over 12383.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04524, over 146.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3164, pruned_loss=0.0807, over 2475932.70 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07554, over 22848.10 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3139, pruned_loss=0.08295, over 2467054.93 frames. utt_duration=1254 frames, utt_pad_proportion=0.0591, over 7881.65 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3182, pruned_loss=0.08137, over 2476911.31 frames. utt_duration=404 frames, utt_pad_proportion=0.07628, over 24609.63 utterances.], batch size: 146, lr: 5.20e-04
2022-08-23 17:13:42,963 INFO [train.py:927] (6/8) Epoch 6, batch 17450, giga_loss[loss=0.2232, simple_loss=0.312, pruned_loss=0.06717, over 12363.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.0348, over 104.00 utterances.], tot_loss[loss=0.2381, simple_loss=0.3172, pruned_loss=0.07945, over 2475915.18 frames. utt_duration=425.2 frames, utt_pad_proportion=0.0761, over 23371.94 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3156, pruned_loss=0.08309, over 2467269.68 frames. utt_duration=1253 frames, utt_pad_proportion=0.05841, over 7883.41 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3171, pruned_loss=0.07983, over 2476607.29 frames. utt_duration=398.2 frames, utt_pad_proportion=0.07692, over 24969.65 utterances.], batch size: 104, lr: 5.20e-04
2022-08-23 17:15:24,369 INFO [train.py:927] (6/8) Epoch 6, batch 17500, libri_loss[loss=0.2214, simple_loss=0.3055, pruned_loss=0.0687, over 12487.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005688, over 37.00 utterances.], tot_loss[loss=0.2338, simple_loss=0.3139, pruned_loss=0.07686, over 2476154.11 frames. utt_duration=432 frames, utt_pad_proportion=0.07479, over 23007.18 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3157, pruned_loss=0.08323, over 2467456.58 frames. utt_duration=1247 frames, utt_pad_proportion=0.05832, over 7924.15 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.3137, pruned_loss=0.07684, over 2476858.63 frames. utt_duration=400.1 frames, utt_pad_proportion=0.07586, over 24851.23 utterances.], batch size: 37, lr: 5.20e-04
2022-08-23 17:17:07,474 INFO [train.py:927] (6/8) Epoch 6, batch 17550, giga_loss[loss=0.1985, simple_loss=0.2879, pruned_loss=0.05452, over 12118.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.0447, over 33.00 utterances.], tot_loss[loss=0.2311, simple_loss=0.3117, pruned_loss=0.07526, over 2475409.66 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07708, over 22874.98 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3153, pruned_loss=0.08328, over 2467566.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06253, over 7972.51 utterances.], giga_tot_loss[loss=0.2309, simple_loss=0.3118, pruned_loss=0.07502, over 2476075.35 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07659, over 24639.90 utterances.], batch size: 33, lr: 5.20e-04
2022-08-23 17:18:51,061 INFO [train.py:927] (6/8) Epoch 6, batch 17600, libri_loss[loss=0.2371, simple_loss=0.3076, pruned_loss=0.08332, over 12453.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005702, over 35.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3091, pruned_loss=0.07342, over 2475172.12 frames. utt_duration=435.3 frames, utt_pad_proportion=0.07473, over 22822.90 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3148, pruned_loss=0.08315, over 2467236.28 frames. utt_duration=1242 frames, utt_pad_proportion=0.06162, over 7952.55 utterances.], giga_tot_loss[loss=0.2278, simple_loss=0.3096, pruned_loss=0.07306, over 2476258.26 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07488, over 24736.60 utterances.], batch size: 35, lr: 5.19e-04
2022-08-23 17:20:34,916 INFO [train.py:927] (6/8) Epoch 6, batch 17650, giga_loss[loss=0.2191, simple_loss=0.3012, pruned_loss=0.0685, over 12382.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04923, over 161.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3051, pruned_loss=0.07107, over 2475572.45 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07398, over 23197.85 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3143, pruned_loss=0.08295, over 2467553.47 frames. utt_duration=1244 frames, utt_pad_proportion=0.06037, over 7941.20 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3056, pruned_loss=0.07049, over 2476476.71 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07471, over 25407.43 utterances.], batch size: 161, lr: 5.19e-04
2022-08-23 17:22:22,120 INFO [train.py:927] (6/8) Epoch 6, batch 17700, giga_loss[loss=0.2046, simple_loss=0.2927, pruned_loss=0.05827, over 12453.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02844, over 55.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3036, pruned_loss=0.07035, over 2475885.22 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07187, over 22959.98 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3141, pruned_loss=0.08281, over 2467642.82 frames. utt_duration=1246 frames, utt_pad_proportion=0.0599, over 7928.82 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3042, pruned_loss=0.0699, over 2476587.18 frames. utt_duration=400 frames, utt_pad_proportion=0.07277, over 24854.42 utterances.], batch size: 55, lr: 5.19e-04
2022-08-23 17:24:16,502 INFO [train.py:927] (6/8) Epoch 6, batch 17750, giga_loss[loss=0.2186, simple_loss=0.3143, pruned_loss=0.06148, over 12311.00 frames. utt_duration=850.3 frames, utt_pad_proportion=0.03593, over 58.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3052, pruned_loss=0.07021, over 2475886.15 frames. utt_duration=420.7 frames, utt_pad_proportion=0.07485, over 23622.71 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3146, pruned_loss=0.08302, over 2467702.23 frames. utt_duration=1243 frames, utt_pad_proportion=0.05983, over 7948.12 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.305, pruned_loss=0.06944, over 2476510.97 frames. utt_duration=391.8 frames, utt_pad_proportion=0.07547, over 25379.28 utterances.], batch size: 58, lr: 5.19e-04
2022-08-23 17:26:24,505 INFO [train.py:927] (6/8) Epoch 6, batch 17800, giga_loss[loss=0.2048, simple_loss=0.2859, pruned_loss=0.06181, over 12407.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07783, over 213.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.305, pruned_loss=0.06976, over 2476331.25 frames. utt_duration=403.1 frames, utt_pad_proportion=0.07542, over 24660.51 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3146, pruned_loss=0.08303, over 2467668.81 frames. utt_duration=1244 frames, utt_pad_proportion=0.05942, over 7942.62 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3047, pruned_loss=0.06904, over 2476943.84 frames. utt_duration=379.6 frames, utt_pad_proportion=0.07601, over 26193.77 utterances.], batch size: 213, lr: 5.19e-04
2022-08-23 17:28:28,411 INFO [train.py:927] (6/8) Epoch 6, batch 17850, giga_loss[loss=0.2095, simple_loss=0.2997, pruned_loss=0.05967, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03067, over 42.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3033, pruned_loss=0.06779, over 2476463.40 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07474, over 25041.82 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3144, pruned_loss=0.08294, over 2467537.24 frames. utt_duration=1248 frames, utt_pad_proportion=0.05892, over 7915.61 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3031, pruned_loss=0.06711, over 2477184.63 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07545, over 26510.76 utterances.], batch size: 42, lr: 5.19e-04
2022-08-23 17:30:35,088 INFO [train.py:927] (6/8) Epoch 6, batch 17900, libri_loss[loss=0.2688, simple_loss=0.3421, pruned_loss=0.09777, over 12405.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03728, over 46.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3012, pruned_loss=0.06706, over 2476899.44 frames. utt_duration=401.1 frames, utt_pad_proportion=0.07298, over 24779.80 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3147, pruned_loss=0.08328, over 2467469.11 frames. utt_duration=1240 frames, utt_pad_proportion=0.06261, over 7970.87 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3004, pruned_loss=0.06578, over 2477781.19 frames. utt_duration=377.2 frames, utt_pad_proportion=0.07276, over 26364.97 utterances.], batch size: 46, lr: 5.19e-04
2022-08-23 17:32:26,397 INFO [train.py:927] (6/8) Epoch 6, batch 17950, giga_loss[loss=0.2006, simple_loss=0.2884, pruned_loss=0.0564, over 12242.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02736, over 42.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3006, pruned_loss=0.06705, over 2476270.04 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06933, over 23664.50 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3146, pruned_loss=0.0833, over 2467362.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.06047, over 7933.95 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.2994, pruned_loss=0.06533, over 2477438.82 frames. utt_duration=387.4 frames, utt_pad_proportion=0.07013, over 25667.24 utterances.], batch size: 42, lr: 5.19e-04
2022-08-23 17:34:33,104 INFO [train.py:927] (6/8) Epoch 6, batch 18000, giga_loss[loss=0.1911, simple_loss=0.2827, pruned_loss=0.04976, over 12403.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.0343, over 122.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3021, pruned_loss=0.06728, over 2475950.98 frames. utt_duration=426.9 frames, utt_pad_proportion=0.06488, over 23271.32 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3146, pruned_loss=0.08333, over 2466587.18 frames. utt_duration=1251 frames, utt_pad_proportion=0.05889, over 7897.88 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.3008, pruned_loss=0.06531, over 2477899.16 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06635, over 25423.58 utterances.], batch size: 122, lr: 5.19e-04
2022-08-23 17:34:33,105 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 17:34:46,679 INFO [train.py:967] (6/8) Epoch 6, validation: loss=0.1845, simple_loss=0.2937, pruned_loss=0.03759, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 17:36:55,992 INFO [train.py:927] (6/8) Epoch 6, batch 18050, giga_loss[loss=0.207, simple_loss=0.3025, pruned_loss=0.05571, over 12368.00 frames. utt_duration=340.2 frames, utt_pad_proportion=0.04701, over 146.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3015, pruned_loss=0.06716, over 2476306.48 frames. utt_duration=411.9 frames, utt_pad_proportion=0.0681, over 24119.42 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3146, pruned_loss=0.0833, over 2466272.72 frames. utt_duration=1244 frames, utt_pad_proportion=0.06177, over 7937.66 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3, pruned_loss=0.06516, over 2478434.56 frames. utt_duration=378.9 frames, utt_pad_proportion=0.06824, over 26252.70 utterances.], batch size: 146, lr: 5.19e-04
2022-08-23 17:38:56,073 INFO [train.py:927] (6/8) Epoch 6, batch 18100, giga_loss[loss=0.2188, simple_loss=0.3204, pruned_loss=0.05864, over 12439.00 frames. utt_duration=408.7 frames, utt_pad_proportion=0.03149, over 122.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3054, pruned_loss=0.06766, over 2477036.89 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06749, over 24147.56 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3154, pruned_loss=0.08354, over 2466661.99 frames. utt_duration=1246 frames, utt_pad_proportion=0.06065, over 7929.45 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.3033, pruned_loss=0.06541, over 2478661.88 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06799, over 26303.05 utterances.], batch size: 122, lr: 5.19e-04
2022-08-23 17:41:00,094 INFO [train.py:927] (6/8) Epoch 6, batch 18150, giga_loss[loss=0.1937, simple_loss=0.3014, pruned_loss=0.04302, over 12407.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03503, over 75.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3056, pruned_loss=0.06614, over 2477033.44 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06637, over 24555.02 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3147, pruned_loss=0.08308, over 2466594.92 frames. utt_duration=1252 frames, utt_pad_proportion=0.05936, over 7889.11 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3043, pruned_loss=0.06431, over 2478660.29 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06722, over 26746.11 utterances.], batch size: 75, lr: 5.19e-04
2022-08-23 17:43:09,076 INFO [train.py:927] (6/8) Epoch 6, batch 18200, giga_loss[loss=0.1997, simple_loss=0.2936, pruned_loss=0.05287, over 12384.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06074, over 182.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3045, pruned_loss=0.06599, over 2477423.25 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07104, over 25469.41 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3145, pruned_loss=0.08305, over 2466507.80 frames. utt_duration=1251 frames, utt_pad_proportion=0.05925, over 7898.33 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3034, pruned_loss=0.06425, over 2478990.22 frames. utt_duration=361.4 frames, utt_pad_proportion=0.0715, over 27529.91 utterances.], batch size: 182, lr: 5.18e-04
2022-08-23 17:45:31,590 INFO [train.py:927] (6/8) Epoch 6, batch 18250, giga_loss[loss=0.2438, simple_loss=0.324, pruned_loss=0.08181, over 12338.00 frames. utt_duration=543.6 frames, utt_pad_proportion=0.03101, over 91.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.304, pruned_loss=0.0661, over 2477400.34 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06743, over 24576.37 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3142, pruned_loss=0.0829, over 2466370.94 frames. utt_duration=1255 frames, utt_pad_proportion=0.05815, over 7870.08 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.3032, pruned_loss=0.06447, over 2479046.19 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06841, over 26637.70 utterances.], batch size: 91, lr: 5.18e-04
2022-08-23 17:47:32,044 INFO [train.py:927] (6/8) Epoch 6, batch 18300, giga_loss[loss=0.1978, simple_loss=0.285, pruned_loss=0.05532, over 12412.00 frames. utt_duration=585.2 frames, utt_pad_proportion=0.02791, over 85.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.302, pruned_loss=0.06627, over 2477533.21 frames. utt_duration=408.1 frames, utt_pad_proportion=0.06753, over 24354.27 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3138, pruned_loss=0.08283, over 2466640.53 frames. utt_duration=1249 frames, utt_pad_proportion=0.06156, over 7912.06 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.3012, pruned_loss=0.06435, over 2479081.01 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06742, over 26674.64 utterances.], batch size: 85, lr: 5.18e-04
2022-08-23 17:49:40,366 INFO [train.py:927] (6/8) Epoch 6, batch 18350, giga_loss[loss=0.246, simple_loss=0.3291, pruned_loss=0.08145, over 12441.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02672, over 122.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.3, pruned_loss=0.06532, over 2477581.62 frames. utt_duration=415.4 frames, utt_pad_proportion=0.064, over 23926.71 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3137, pruned_loss=0.08278, over 2466688.22 frames. utt_duration=1252 frames, utt_pad_proportion=0.06037, over 7890.49 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2992, pruned_loss=0.06345, over 2479001.98 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06453, over 26151.27 utterances.], batch size: 122, lr: 5.18e-04
2022-08-23 17:51:43,803 INFO [train.py:927] (6/8) Epoch 6, batch 18400, giga_loss[loss=0.2003, simple_loss=0.2828, pruned_loss=0.05885, over 12468.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03305, over 86.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3025, pruned_loss=0.06688, over 2478233.09 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06651, over 24233.63 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.314, pruned_loss=0.08284, over 2466974.63 frames. utt_duration=1252 frames, utt_pad_proportion=0.05995, over 7891.67 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3013, pruned_loss=0.06487, over 2479434.61 frames. utt_duration=376 frames, utt_pad_proportion=0.06692, over 26461.08 utterances.], batch size: 86, lr: 5.18e-04
2022-08-23 17:53:37,118 INFO [train.py:927] (6/8) Epoch 6, batch 18450, giga_loss[loss=0.2379, simple_loss=0.3017, pruned_loss=0.08708, over 12361.00 frames. utt_duration=138.9 frames, utt_pad_proportion=0.183, over 359.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3022, pruned_loss=0.06765, over 2478105.75 frames. utt_duration=413 frames, utt_pad_proportion=0.06728, over 24067.97 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3143, pruned_loss=0.08327, over 2467378.63 frames. utt_duration=1240 frames, utt_pad_proportion=0.06322, over 7969.08 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3004, pruned_loss=0.06509, over 2479057.95 frames. utt_duration=378.1 frames, utt_pad_proportion=0.06666, over 26304.97 utterances.], batch size: 359, lr: 5.18e-04
2022-08-23 17:55:44,708 INFO [train.py:927] (6/8) Epoch 6, batch 18500, giga_loss[loss=0.2151, simple_loss=0.3029, pruned_loss=0.06366, over 12391.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03909, over 113.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3026, pruned_loss=0.06727, over 2478494.06 frames. utt_duration=419.8 frames, utt_pad_proportion=0.067, over 23681.77 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3144, pruned_loss=0.08345, over 2467747.60 frames. utt_duration=1230 frames, utt_pad_proportion=0.06668, over 8034.74 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.3008, pruned_loss=0.06471, over 2479152.65 frames. utt_duration=386 frames, utt_pad_proportion=0.06559, over 25772.63 utterances.], batch size: 113, lr: 5.18e-04
2022-08-23 17:58:12,497 INFO [train.py:927] (6/8) Epoch 6, batch 18550, giga_loss[loss=0.1851, simple_loss=0.2819, pruned_loss=0.04415, over 12407.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03472, over 75.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3028, pruned_loss=0.06741, over 2477959.52 frames. utt_duration=422 frames, utt_pad_proportion=0.07076, over 23555.56 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3145, pruned_loss=0.08358, over 2467831.36 frames. utt_duration=1214 frames, utt_pad_proportion=0.07216, over 8143.21 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3008, pruned_loss=0.06443, over 2478973.69 frames. utt_duration=383 frames, utt_pad_proportion=0.0679, over 25969.30 utterances.], batch size: 75, lr: 5.18e-04
2022-08-23 18:00:16,238 INFO [train.py:927] (6/8) Epoch 6, batch 18600, giga_loss[loss=0.1791, simple_loss=0.255, pruned_loss=0.05162, over 12365.00 frames. utt_duration=138.2 frames, utt_pad_proportion=0.187, over 361.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2987, pruned_loss=0.06652, over 2477790.56 frames. utt_duration=418.6 frames, utt_pad_proportion=0.07114, over 23742.77 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3145, pruned_loss=0.08378, over 2468094.05 frames. utt_duration=1207 frames, utt_pad_proportion=0.07433, over 8187.87 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2967, pruned_loss=0.06351, over 2478652.96 frames. utt_duration=381.9 frames, utt_pad_proportion=0.0682, over 26040.88 utterances.], batch size: 361, lr: 5.18e-04
2022-08-23 18:02:11,519 INFO [train.py:927] (6/8) Epoch 6, batch 18650, giga_loss[loss=0.2046, simple_loss=0.3001, pruned_loss=0.05452, over 12473.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2973, pruned_loss=0.06568, over 2477367.24 frames. utt_duration=421.8 frames, utt_pad_proportion=0.06824, over 23561.58 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3145, pruned_loss=0.08378, over 2468118.68 frames. utt_duration=1207 frames, utt_pad_proportion=0.07369, over 8188.05 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2955, pruned_loss=0.06305, over 2478154.52 frames. utt_duration=388.5 frames, utt_pad_proportion=0.06626, over 25591.17 utterances.], batch size: 75, lr: 5.18e-04
2022-08-23 18:04:10,605 INFO [train.py:927] (6/8) Epoch 6, batch 18700, giga_loss[loss=0.1911, simple_loss=0.2804, pruned_loss=0.05092, over 12319.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03249, over 51.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2961, pruned_loss=0.06474, over 2476561.77 frames. utt_duration=430 frames, utt_pad_proportion=0.06723, over 23102.95 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3142, pruned_loss=0.08364, over 2468182.01 frames. utt_duration=1211 frames, utt_pad_proportion=0.07214, over 8161.62 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2943, pruned_loss=0.06209, over 2477444.71 frames. utt_duration=393 frames, utt_pad_proportion=0.06608, over 25295.00 utterances.], batch size: 51, lr: 5.18e-04
2022-08-23 18:06:20,000 INFO [train.py:927] (6/8) Epoch 6, batch 18750, giga_loss[loss=0.2147, simple_loss=0.2961, pruned_loss=0.06661, over 12403.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07456, over 212.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2958, pruned_loss=0.06436, over 2477135.58 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06664, over 23795.65 utterances.], libri_tot_loss[loss=0.2409, simple_loss=0.3144, pruned_loss=0.08376, over 2468144.26 frames. utt_duration=1208 frames, utt_pad_proportion=0.07203, over 8185.18 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2938, pruned_loss=0.06177, over 2478035.81 frames. utt_duration=385.2 frames, utt_pad_proportion=0.0658, over 25813.60 utterances.], batch size: 212, lr: 5.17e-04
2022-08-23 18:08:31,694 INFO [train.py:927] (6/8) Epoch 6, batch 18800, giga_loss[loss=0.1669, simple_loss=0.2588, pruned_loss=0.03746, over 12290.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02397, over 54.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2945, pruned_loss=0.06356, over 2476790.39 frames. utt_duration=417 frames, utt_pad_proportion=0.06794, over 23824.21 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3142, pruned_loss=0.08365, over 2468272.17 frames. utt_duration=1207 frames, utt_pad_proportion=0.07151, over 8186.65 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2927, pruned_loss=0.06116, over 2477588.21 frames. utt_duration=385.7 frames, utt_pad_proportion=0.06727, over 25773.86 utterances.], batch size: 54, lr: 5.17e-04
2022-08-23 18:10:28,335 INFO [train.py:927] (6/8) Epoch 6, batch 18850, giga_loss[loss=0.2006, simple_loss=0.2867, pruned_loss=0.05723, over 12382.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03071, over 97.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2955, pruned_loss=0.06441, over 2477409.68 frames. utt_duration=421.4 frames, utt_pad_proportion=0.06452, over 23584.15 utterances.], libri_tot_loss[loss=0.2419, simple_loss=0.3155, pruned_loss=0.08419, over 2468257.90 frames. utt_duration=1212 frames, utt_pad_proportion=0.07023, over 8159.30 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2923, pruned_loss=0.06153, over 2478258.58 frames. utt_duration=389.6 frames, utt_pad_proportion=0.06455, over 25520.20 utterances.], batch size: 97, lr: 5.17e-04
2022-08-23 18:12:25,301 INFO [train.py:927] (6/8) Epoch 6, batch 18900, giga_loss[loss=0.2228, simple_loss=0.3088, pruned_loss=0.0684, over 12409.00 frames. utt_duration=407.9 frames, utt_pad_proportion=0.03351, over 122.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2971, pruned_loss=0.06338, over 2477572.80 frames. utt_duration=416.7 frames, utt_pad_proportion=0.06596, over 23849.04 utterances.], libri_tot_loss[loss=0.2429, simple_loss=0.3169, pruned_loss=0.08445, over 2468421.03 frames. utt_duration=1212 frames, utt_pad_proportion=0.0697, over 8157.89 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2931, pruned_loss=0.06062, over 2478214.96 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06604, over 25587.94 utterances.], batch size: 122, lr: 5.17e-04
2022-08-23 18:14:23,267 INFO [train.py:927] (6/8) Epoch 6, batch 18950, giga_loss[loss=0.2352, simple_loss=0.3199, pruned_loss=0.07526, over 12473.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03129, over 92.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.299, pruned_loss=0.06386, over 2477501.73 frames. utt_duration=411.7 frames, utt_pad_proportion=0.0674, over 24139.80 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3173, pruned_loss=0.08475, over 2468370.29 frames. utt_duration=1198 frames, utt_pad_proportion=0.07404, over 8251.77 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2951, pruned_loss=0.06102, over 2478201.38 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06597, over 25707.46 utterances.], batch size: 92, lr: 5.17e-04
2022-08-23 18:16:23,112 INFO [train.py:927] (6/8) Epoch 6, batch 19000, giga_loss[loss=0.2, simple_loss=0.2908, pruned_loss=0.05461, over 12428.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03709, over 105.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2982, pruned_loss=0.06374, over 2477508.48 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06816, over 24509.93 utterances.], libri_tot_loss[loss=0.2434, simple_loss=0.3172, pruned_loss=0.08477, over 2468439.20 frames. utt_duration=1202 frames, utt_pad_proportion=0.07293, over 8222.91 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2949, pruned_loss=0.0611, over 2478174.14 frames. utt_duration=381.4 frames, utt_pad_proportion=0.0673, over 26072.20 utterances.], batch size: 105, lr: 5.17e-04
2022-08-23 18:18:22,852 INFO [train.py:927] (6/8) Epoch 6, batch 19050, giga_loss[loss=0.1812, simple_loss=0.2611, pruned_loss=0.05066, over 12460.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.0291, over 80.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2956, pruned_loss=0.06281, over 2477354.59 frames. utt_duration=401.7 frames, utt_pad_proportion=0.07219, over 24745.38 utterances.], libri_tot_loss[loss=0.2435, simple_loss=0.3173, pruned_loss=0.08482, over 2468269.56 frames. utt_duration=1195 frames, utt_pad_proportion=0.07585, over 8275.28 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2926, pruned_loss=0.0603, over 2478207.58 frames. utt_duration=379.2 frames, utt_pad_proportion=0.07048, over 26225.78 utterances.], batch size: 80, lr: 5.17e-04
2022-08-23 18:20:24,717 INFO [train.py:927] (6/8) Epoch 6, batch 19100, giga_loss[loss=0.2223, simple_loss=0.3149, pruned_loss=0.06482, over 12360.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04166, over 113.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2951, pruned_loss=0.06298, over 2477436.59 frames. utt_duration=411.3 frames, utt_pad_proportion=0.06795, over 24166.39 utterances.], libri_tot_loss[loss=0.2423, simple_loss=0.316, pruned_loss=0.08434, over 2467855.93 frames. utt_duration=1205 frames, utt_pad_proportion=0.07416, over 8201.89 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2931, pruned_loss=0.06069, over 2478749.48 frames. utt_duration=383.7 frames, utt_pad_proportion=0.06725, over 25919.35 utterances.], batch size: 113, lr: 5.17e-04
2022-08-23 18:22:26,602 INFO [train.py:927] (6/8) Epoch 6, batch 19150, giga_loss[loss=0.2345, simple_loss=0.3198, pruned_loss=0.07461, over 12451.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.0483, over 162.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2965, pruned_loss=0.06387, over 2477174.17 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06657, over 24286.61 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3152, pruned_loss=0.08389, over 2467666.38 frames. utt_duration=1210 frames, utt_pad_proportion=0.07273, over 8168.21 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.295, pruned_loss=0.0618, over 2478710.55 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06646, over 26236.48 utterances.], batch size: 162, lr: 5.17e-04
2022-08-23 18:24:16,337 INFO [train.py:927] (6/8) Epoch 6, batch 19200, giga_loss[loss=0.2356, simple_loss=0.3199, pruned_loss=0.07562, over 12357.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03272, over 97.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3001, pruned_loss=0.06494, over 2477771.22 frames. utt_duration=409.3 frames, utt_pad_proportion=0.06476, over 24290.06 utterances.], libri_tot_loss[loss=0.2413, simple_loss=0.3151, pruned_loss=0.08374, over 2468035.90 frames. utt_duration=1210 frames, utt_pad_proportion=0.07242, over 8168.90 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2987, pruned_loss=0.06307, over 2478819.67 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06483, over 26148.87 utterances.], batch size: 97, lr: 5.17e-04
2022-08-23 18:26:34,275 INFO [train.py:927] (6/8) Epoch 6, batch 19250, giga_loss[loss=0.2163, simple_loss=0.3042, pruned_loss=0.0642, over 12449.00 frames. utt_duration=409.2 frames, utt_pad_proportion=0.02564, over 122.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3005, pruned_loss=0.06485, over 2477639.61 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06204, over 23684.50 utterances.], libri_tot_loss[loss=0.2408, simple_loss=0.3145, pruned_loss=0.08353, over 2467975.71 frames. utt_duration=1206 frames, utt_pad_proportion=0.07453, over 8197.84 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2995, pruned_loss=0.06306, over 2478804.10 frames. utt_duration=388.7 frames, utt_pad_proportion=0.0616, over 25584.87 utterances.], batch size: 122, lr: 5.17e-04
2022-08-23 18:28:31,672 INFO [train.py:927] (6/8) Epoch 6, batch 19300, giga_loss[loss=0.1988, simple_loss=0.2884, pruned_loss=0.05461, over 12323.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02674, over 45.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.299, pruned_loss=0.06484, over 2478211.12 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06493, over 24440.29 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3144, pruned_loss=0.08348, over 2468378.39 frames. utt_duration=1206 frames, utt_pad_proportion=0.07333, over 8194.88 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2978, pruned_loss=0.06284, over 2479076.75 frames. utt_duration=375.6 frames, utt_pad_proportion=0.06465, over 26483.45 utterances.], batch size: 45, lr: 5.17e-04
2022-08-23 18:30:35,707 INFO [train.py:927] (6/8) Epoch 6, batch 19350, giga_loss[loss=0.2556, simple_loss=0.3127, pruned_loss=0.09929, over 12393.00 frames. utt_duration=194.9 frames, utt_pad_proportion=0.09757, over 256.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2981, pruned_loss=0.06527, over 2478222.50 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06657, over 24759.06 utterances.], libri_tot_loss[loss=0.2412, simple_loss=0.3148, pruned_loss=0.08385, over 2468473.19 frames. utt_duration=1207 frames, utt_pad_proportion=0.07218, over 8189.07 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2965, pruned_loss=0.06297, over 2479041.61 frames. utt_duration=372 frames, utt_pad_proportion=0.06647, over 26743.68 utterances.], batch size: 256, lr: 5.16e-04
2022-08-23 18:32:35,035 INFO [train.py:927] (6/8) Epoch 6, batch 19400, giga_loss[loss=0.2539, simple_loss=0.3312, pruned_loss=0.08828, over 12404.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.0965, over 256.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2975, pruned_loss=0.06481, over 2478169.95 frames. utt_duration=405.2 frames, utt_pad_proportion=0.06639, over 24539.44 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3151, pruned_loss=0.08392, over 2468584.59 frames. utt_duration=1211 frames, utt_pad_proportion=0.07084, over 8162.58 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2956, pruned_loss=0.06249, over 2478967.93 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06667, over 26511.73 utterances.], batch size: 256, lr: 5.16e-04
2022-08-23 18:34:34,344 INFO [train.py:927] (6/8) Epoch 6, batch 19450, giga_loss[loss=0.218, simple_loss=0.314, pruned_loss=0.06106, over 12453.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.02954, over 105.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2985, pruned_loss=0.06398, over 2478691.06 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06953, over 24781.30 utterances.], libri_tot_loss[loss=0.2418, simple_loss=0.3156, pruned_loss=0.08401, over 2468842.23 frames. utt_duration=1209 frames, utt_pad_proportion=0.07027, over 8181.25 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2962, pruned_loss=0.0617, over 2479264.10 frames. utt_duration=373.8 frames, utt_pad_proportion=0.06968, over 26618.47 utterances.], batch size: 105, lr: 5.16e-04
2022-08-23 18:36:36,305 INFO [train.py:927] (6/8) Epoch 6, batch 19500, giga_loss[loss=0.2183, simple_loss=0.3113, pruned_loss=0.06259, over 12398.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03019, over 62.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2998, pruned_loss=0.06411, over 2478179.47 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06856, over 24870.64 utterances.], libri_tot_loss[loss=0.2421, simple_loss=0.3158, pruned_loss=0.0842, over 2468659.28 frames. utt_duration=1208 frames, utt_pad_proportion=0.06963, over 8182.88 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2974, pruned_loss=0.06165, over 2479026.91 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06889, over 26716.22 utterances.], batch size: 62, lr: 5.16e-04
2022-08-23 18:38:39,531 INFO [train.py:927] (6/8) Epoch 6, batch 19550, giga_loss[loss=0.2116, simple_loss=0.3055, pruned_loss=0.05888, over 12470.00 frames. utt_duration=543.4 frames, utt_pad_proportion=0.03135, over 92.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2989, pruned_loss=0.06372, over 2478346.94 frames. utt_duration=401 frames, utt_pad_proportion=0.06876, over 24794.76 utterances.], libri_tot_loss[loss=0.2415, simple_loss=0.3152, pruned_loss=0.08393, over 2468947.51 frames. utt_duration=1214 frames, utt_pad_proportion=0.06831, over 8144.87 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.06135, over 2479070.45 frames. utt_duration=370.7 frames, utt_pad_proportion=0.0694, over 26838.65 utterances.], batch size: 92, lr: 5.16e-04
2022-08-23 18:40:56,794 INFO [train.py:927] (6/8) Epoch 6, batch 19600, libri_loss[loss=0.2536, simple_loss=0.3297, pruned_loss=0.08875, over 12472.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0132, over 40.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2997, pruned_loss=0.06355, over 2478111.63 frames. utt_duration=403.6 frames, utt_pad_proportion=0.067, over 24632.81 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3147, pruned_loss=0.08377, over 2468897.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.06737, over 8112.30 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2983, pruned_loss=0.06143, over 2478900.46 frames. utt_duration=374.1 frames, utt_pad_proportion=0.0679, over 26593.69 utterances.], batch size: 40, lr: 5.16e-04
2022-08-23 18:43:13,856 INFO [train.py:927] (6/8) Epoch 6, batch 19650, giga_loss[loss=0.2332, simple_loss=0.3149, pruned_loss=0.07575, over 12366.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02946, over 91.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.3018, pruned_loss=0.06402, over 2477897.23 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06765, over 25135.10 utterances.], libri_tot_loss[loss=0.241, simple_loss=0.3147, pruned_loss=0.08365, over 2468797.07 frames. utt_duration=1218 frames, utt_pad_proportion=0.06696, over 8114.70 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.3005, pruned_loss=0.06219, over 2478725.74 frames. utt_duration=369.7 frames, utt_pad_proportion=0.06843, over 26903.42 utterances.], batch size: 91, lr: 5.16e-04
2022-08-23 18:45:29,240 INFO [train.py:927] (6/8) Epoch 6, batch 19700, giga_loss[loss=0.2188, simple_loss=0.3053, pruned_loss=0.06616, over 12467.00 frames. utt_duration=409.5 frames, utt_pad_proportion=0.02496, over 122.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.3, pruned_loss=0.06361, over 2478285.15 frames. utt_duration=404.2 frames, utt_pad_proportion=0.06453, over 24599.58 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3143, pruned_loss=0.08344, over 2468903.33 frames. utt_duration=1221 frames, utt_pad_proportion=0.06624, over 8098.10 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2991, pruned_loss=0.06209, over 2478964.45 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06553, over 26224.82 utterances.], batch size: 122, lr: 5.16e-04
2022-08-23 18:47:35,344 INFO [train.py:927] (6/8) Epoch 6, batch 19750, giga_loss[loss=0.2082, simple_loss=0.2951, pruned_loss=0.06063, over 12396.00 frames. utt_duration=584.6 frames, utt_pad_proportion=0.02729, over 85.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2992, pruned_loss=0.06267, over 2478264.88 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06213, over 24342.28 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3144, pruned_loss=0.08336, over 2469189.79 frames. utt_duration=1218 frames, utt_pad_proportion=0.06633, over 8118.38 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2982, pruned_loss=0.06128, over 2478665.91 frames. utt_duration=385 frames, utt_pad_proportion=0.06305, over 25831.48 utterances.], batch size: 85, lr: 5.16e-04
2022-08-23 18:49:35,778 INFO [train.py:927] (6/8) Epoch 6, batch 19800, giga_loss[loss=0.2228, simple_loss=0.3129, pruned_loss=0.06639, over 12388.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03515, over 113.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2996, pruned_loss=0.06261, over 2478073.67 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06474, over 24331.32 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3141, pruned_loss=0.08327, over 2469278.36 frames. utt_duration=1222 frames, utt_pad_proportion=0.06532, over 8091.60 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2988, pruned_loss=0.06113, over 2478514.45 frames. utt_duration=384 frames, utt_pad_proportion=0.06561, over 25899.15 utterances.], batch size: 113, lr: 5.16e-04
2022-08-23 18:51:26,643 INFO [train.py:927] (6/8) Epoch 6, batch 19850, giga_loss[loss=0.1928, simple_loss=0.2758, pruned_loss=0.05487, over 12383.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.04747, over 161.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2991, pruned_loss=0.06302, over 2478055.45 frames. utt_duration=393.3 frames, utt_pad_proportion=0.06867, over 25277.41 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3141, pruned_loss=0.08324, over 2469315.72 frames. utt_duration=1223 frames, utt_pad_proportion=0.06459, over 8088.88 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2982, pruned_loss=0.06151, over 2478525.10 frames. utt_duration=370.8 frames, utt_pad_proportion=0.06931, over 26819.42 utterances.], batch size: 161, lr: 5.16e-04
2022-08-23 18:53:22,173 INFO [train.py:927] (6/8) Epoch 6, batch 19900, giga_loss[loss=0.2463, simple_loss=0.3346, pruned_loss=0.07895, over 12452.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03669, over 133.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2987, pruned_loss=0.06303, over 2478079.97 frames. utt_duration=402 frames, utt_pad_proportion=0.06628, over 24731.62 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3135, pruned_loss=0.0828, over 2469635.25 frames. utt_duration=1228 frames, utt_pad_proportion=0.06343, over 8053.06 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2981, pruned_loss=0.06175, over 2478358.62 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06729, over 26388.16 utterances.], batch size: 133, lr: 5.16e-04
2022-08-23 18:55:03,954 INFO [train.py:927] (6/8) Epoch 6, batch 19950, giga_loss[loss=0.2434, simple_loss=0.322, pruned_loss=0.08233, over 12320.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02621, over 45.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3062, pruned_loss=0.06722, over 2476759.66 frames. utt_duration=433.9 frames, utt_pad_proportion=0.06369, over 22895.25 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3138, pruned_loss=0.08312, over 2469633.50 frames. utt_duration=1219 frames, utt_pad_proportion=0.0665, over 8110.96 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3054, pruned_loss=0.06571, over 2477084.08 frames. utt_duration=408 frames, utt_pad_proportion=0.06389, over 24356.20 utterances.], batch size: 45, lr: 5.15e-04
2022-08-23 18:56:48,058 INFO [train.py:927] (6/8) Epoch 6, batch 20000, giga_loss[loss=0.2386, simple_loss=0.304, pruned_loss=0.08655, over 12215.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.0333, over 28.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.308, pruned_loss=0.06865, over 2476520.04 frames. utt_duration=451.7 frames, utt_pad_proportion=0.06246, over 21990.96 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3142, pruned_loss=0.08315, over 2469616.87 frames. utt_duration=1206 frames, utt_pad_proportion=0.07069, over 8204.56 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3068, pruned_loss=0.06716, over 2476935.22 frames. utt_duration=426 frames, utt_pad_proportion=0.0612, over 23326.66 utterances.], batch size: 28, lr: 5.15e-04
2022-08-23 18:58:30,269 INFO [train.py:927] (6/8) Epoch 6, batch 20050, giga_loss[loss=0.1653, simple_loss=0.2452, pruned_loss=0.04267, over 12222.00 frames. utt_duration=1748 frames, utt_pad_proportion=0.03558, over 28.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3033, pruned_loss=0.06743, over 2475775.58 frames. utt_duration=492.1 frames, utt_pad_proportion=0.05854, over 20177.49 utterances.], libri_tot_loss[loss=0.2405, simple_loss=0.3146, pruned_loss=0.08316, over 2469921.32 frames. utt_duration=1212 frames, utt_pad_proportion=0.06924, over 8161.05 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.3018, pruned_loss=0.06582, over 2476002.87 frames. utt_duration=459.2 frames, utt_pad_proportion=0.05809, over 21631.50 utterances.], batch size: 28, lr: 5.15e-04
2022-08-23 19:00:13,148 INFO [train.py:927] (6/8) Epoch 6, batch 20100, giga_loss[loss=0.1823, simple_loss=0.2587, pruned_loss=0.05296, over 12405.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07218, over 212.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2947, pruned_loss=0.06465, over 2475559.50 frames. utt_duration=479.9 frames, utt_pad_proportion=0.06505, over 20692.92 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3143, pruned_loss=0.08308, over 2469802.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.06853, over 8133.78 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2936, pruned_loss=0.06319, over 2475925.14 frames. utt_duration=450.8 frames, utt_pad_proportion=0.06457, over 22033.50 utterances.], batch size: 212, lr: 5.15e-04
2022-08-23 19:01:54,277 INFO [train.py:927] (6/8) Epoch 6, batch 20150, giga_loss[loss=0.1836, simple_loss=0.2614, pruned_loss=0.05293, over 12297.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02781, over 45.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2878, pruned_loss=0.06215, over 2474881.64 frames. utt_duration=490.5 frames, utt_pad_proportion=0.06412, over 20241.18 utterances.], libri_tot_loss[loss=0.2404, simple_loss=0.3145, pruned_loss=0.0832, over 2469808.71 frames. utt_duration=1218 frames, utt_pad_proportion=0.06745, over 8121.22 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2864, pruned_loss=0.06055, over 2475263.83 frames. utt_duration=461.2 frames, utt_pad_proportion=0.06411, over 21530.84 utterances.], batch size: 45, lr: 5.15e-04
2022-08-23 19:03:37,149 INFO [train.py:927] (6/8) Epoch 6, batch 20200, giga_loss[loss=0.1783, simple_loss=0.2534, pruned_loss=0.05156, over 12451.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04608, over 34.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2824, pruned_loss=0.06019, over 2474566.18 frames. utt_duration=512 frames, utt_pad_proportion=0.06264, over 19386.34 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.314, pruned_loss=0.08292, over 2469418.42 frames. utt_duration=1224 frames, utt_pad_proportion=0.06605, over 8081.20 utterances.], giga_tot_loss[loss=0.199, simple_loss=0.2809, pruned_loss=0.05857, over 2475353.91 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06319, over 20771.52 utterances.], batch size: 34, lr: 5.15e-04
2022-08-23 19:05:19,543 INFO [train.py:927] (6/8) Epoch 6, batch 20250, giga_loss[loss=0.1763, simple_loss=0.2532, pruned_loss=0.04968, over 12321.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03488, over 51.00 utterances.], tot_loss[loss=0.197, simple_loss=0.2774, pruned_loss=0.05828, over 2474578.31 frames. utt_duration=523.5 frames, utt_pad_proportion=0.06205, over 18959.13 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3142, pruned_loss=0.08293, over 2469522.24 frames. utt_duration=1223 frames, utt_pad_proportion=0.0654, over 8086.94 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2755, pruned_loss=0.05663, over 2475178.51 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06275, over 20207.79 utterances.], batch size: 51, lr: 5.15e-04
2022-08-23 19:07:02,153 INFO [train.py:927] (6/8) Epoch 6, batch 20300, giga_loss[loss=0.16, simple_loss=0.2389, pruned_loss=0.04057, over 12382.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02768, over 66.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2734, pruned_loss=0.05683, over 2474446.74 frames. utt_duration=516 frames, utt_pad_proportion=0.06431, over 19235.43 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3146, pruned_loss=0.08288, over 2469371.22 frames. utt_duration=1225 frames, utt_pad_proportion=0.0644, over 8074.28 utterances.], giga_tot_loss[loss=0.1905, simple_loss=0.2708, pruned_loss=0.05513, over 2475135.14 frames. utt_duration=486 frames, utt_pad_proportion=0.06507, over 20432.39 utterances.], batch size: 66, lr: 5.15e-04
2022-08-23 19:08:45,091 INFO [train.py:927] (6/8) Epoch 6, batch 20350, giga_loss[loss=0.1652, simple_loss=0.2367, pruned_loss=0.04686, over 12380.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07066, over 212.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2684, pruned_loss=0.05463, over 2474657.62 frames. utt_duration=534.2 frames, utt_pad_proportion=0.06099, over 18581.25 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3141, pruned_loss=0.08257, over 2469157.25 frames. utt_duration=1224 frames, utt_pad_proportion=0.06418, over 8081.25 utterances.], giga_tot_loss[loss=0.1856, simple_loss=0.2657, pruned_loss=0.0528, over 2475553.61 frames. utt_duration=500.9 frames, utt_pad_proportion=0.06184, over 19827.13 utterances.], batch size: 212, lr: 5.15e-04
2022-08-23 19:10:26,028 INFO [train.py:927] (6/8) Epoch 6, batch 20400, giga_loss[loss=0.205, simple_loss=0.2833, pruned_loss=0.06336, over 12216.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03954, over 28.00 utterances.], tot_loss[loss=0.1912, simple_loss=0.2698, pruned_loss=0.05629, over 2474442.08 frames. utt_duration=533.5 frames, utt_pad_proportion=0.06377, over 18603.39 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3135, pruned_loss=0.08227, over 2469324.01 frames. utt_duration=1232 frames, utt_pad_proportion=0.06206, over 8029.51 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2663, pruned_loss=0.05397, over 2475243.37 frames. utt_duration=494.3 frames, utt_pad_proportion=0.06501, over 20090.54 utterances.], batch size: 28, lr: 5.15e-04
2022-08-23 19:12:08,663 INFO [train.py:927] (6/8) Epoch 6, batch 20450, giga_loss[loss=0.2663, simple_loss=0.3352, pruned_loss=0.09872, over 12403.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.03642, over 37.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2805, pruned_loss=0.06199, over 2473553.95 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06937, over 18999.22 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3131, pruned_loss=0.08201, over 2469225.36 frames. utt_duration=1233 frames, utt_pad_proportion=0.06144, over 8017.06 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.2773, pruned_loss=0.05997, over 2474373.80 frames. utt_duration=486.7 frames, utt_pad_proportion=0.07025, over 20396.84 utterances.], batch size: 37, lr: 5.15e-04
2022-08-23 19:13:48,428 INFO [train.py:927] (6/8) Epoch 6, batch 20500, giga_loss[loss=0.2139, simple_loss=0.3036, pruned_loss=0.06216, over 12427.00 frames. utt_duration=1914 frames, utt_pad_proportion=0.04271, over 26.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2882, pruned_loss=0.06427, over 2472674.97 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06635, over 18436.97 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3134, pruned_loss=0.08195, over 2469119.22 frames. utt_duration=1235 frames, utt_pad_proportion=0.06097, over 8008.93 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2852, pruned_loss=0.06257, over 2473438.86 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06745, over 19643.27 utterances.], batch size: 26, lr: 5.15e-04
2022-08-23 19:15:36,011 INFO [train.py:927] (6/8) Epoch 6, batch 20550, giga_loss[loss=0.2417, simple_loss=0.3209, pruned_loss=0.0812, over 12385.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06422, over 183.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2928, pruned_loss=0.06595, over 2472405.08 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06839, over 18950.21 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3136, pruned_loss=0.08224, over 2469192.92 frames. utt_duration=1240 frames, utt_pad_proportion=0.05986, over 7976.04 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2897, pruned_loss=0.06398, over 2473010.54 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0696, over 20177.86 utterances.], batch size: 183, lr: 5.14e-04
2022-08-23 19:17:19,188 INFO [train.py:927] (6/8) Epoch 6, batch 20600, giga_loss[loss=0.2105, simple_loss=0.2951, pruned_loss=0.06295, over 12365.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02837, over 48.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2978, pruned_loss=0.06899, over 2472141.63 frames. utt_duration=531.8 frames, utt_pad_proportion=0.06491, over 18647.08 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3133, pruned_loss=0.08215, over 2468994.31 frames. utt_duration=1246 frames, utt_pad_proportion=0.05842, over 7936.31 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.295, pruned_loss=0.06704, over 2472916.57 frames. utt_duration=496 frames, utt_pad_proportion=0.06668, over 20003.41 utterances.], batch size: 48, lr: 5.14e-04
2022-08-23 19:19:02,348 INFO [train.py:927] (6/8) Epoch 6, batch 20650, giga_loss[loss=0.2166, simple_loss=0.3102, pruned_loss=0.06154, over 12405.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03567, over 113.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.303, pruned_loss=0.07118, over 2472664.74 frames. utt_duration=537.2 frames, utt_pad_proportion=0.0647, over 18463.99 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3136, pruned_loss=0.08229, over 2469052.32 frames. utt_duration=1234 frames, utt_pad_proportion=0.0632, over 8015.52 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3004, pruned_loss=0.06943, over 2473251.25 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06455, over 19557.03 utterances.], batch size: 113, lr: 5.14e-04
2022-08-23 19:20:43,272 INFO [train.py:927] (6/8) Epoch 6, batch 20700, giga_loss[loss=0.232, simple_loss=0.3216, pruned_loss=0.0712, over 12275.00 frames. utt_duration=1890 frames, utt_pad_proportion=0.04878, over 26.00 utterances.], tot_loss[loss=0.226, simple_loss=0.307, pruned_loss=0.07246, over 2472489.90 frames. utt_duration=541.6 frames, utt_pad_proportion=0.06254, over 18309.99 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3137, pruned_loss=0.08232, over 2468988.79 frames. utt_duration=1226 frames, utt_pad_proportion=0.06635, over 8067.81 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3047, pruned_loss=0.07082, over 2473078.50 frames. utt_duration=512.3 frames, utt_pad_proportion=0.06149, over 19364.94 utterances.], batch size: 26, lr: 5.14e-04
2022-08-23 19:22:23,623 INFO [train.py:927] (6/8) Epoch 6, batch 20750, giga_loss[loss=0.24, simple_loss=0.3331, pruned_loss=0.07346, over 12404.00 frames. utt_duration=710.2 frames, utt_pad_proportion=0.02577, over 70.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3114, pruned_loss=0.07365, over 2472186.60 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06623, over 18246.98 utterances.], libri_tot_loss[loss=0.2411, simple_loss=0.3159, pruned_loss=0.08317, over 2469393.95 frames. utt_duration=1212 frames, utt_pad_proportion=0.07021, over 8162.71 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3074, pruned_loss=0.07124, over 2472400.95 frames. utt_duration=512.7 frames, utt_pad_proportion=0.06358, over 19343.58 utterances.], batch size: 70, lr: 5.14e-04
2022-08-23 19:24:08,892 INFO [train.py:927] (6/8) Epoch 6, batch 20800, giga_loss[loss=0.2133, simple_loss=0.2984, pruned_loss=0.06408, over 12350.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03226, over 85.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3103, pruned_loss=0.07229, over 2471951.39 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06675, over 17503.08 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3151, pruned_loss=0.0828, over 2469640.97 frames. utt_duration=1220 frames, utt_pad_proportion=0.06848, over 8109.73 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3077, pruned_loss=0.07035, over 2471973.66 frames. utt_duration=528.8 frames, utt_pad_proportion=0.06524, over 18752.78 utterances.], batch size: 85, lr: 5.14e-04
2022-08-23 19:25:49,506 INFO [train.py:927] (6/8) Epoch 6, batch 20850, giga_loss[loss=0.2087, simple_loss=0.2943, pruned_loss=0.06152, over 12169.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.02807, over 30.00 utterances.], tot_loss[loss=0.2306, simple_loss=0.3117, pruned_loss=0.07473, over 2471281.00 frames. utt_duration=576.8 frames, utt_pad_proportion=0.06613, over 17181.29 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3145, pruned_loss=0.08263, over 2469619.69 frames. utt_duration=1225 frames, utt_pad_proportion=0.06711, over 8073.02 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.31, pruned_loss=0.07307, over 2471362.37 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06545, over 18468.57 utterances.], batch size: 30, lr: 5.14e-04
2022-08-23 19:27:34,148 INFO [train.py:927] (6/8) Epoch 6, batch 20900, giga_loss[loss=0.2256, simple_loss=0.3003, pruned_loss=0.07544, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0302, over 45.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3125, pruned_loss=0.07679, over 2472390.39 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06378, over 17514.06 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3141, pruned_loss=0.08246, over 2469455.13 frames. utt_duration=1229 frames, utt_pad_proportion=0.06642, over 8045.06 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3115, pruned_loss=0.07554, over 2472656.74 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06365, over 18687.79 utterances.], batch size: 45, lr: 5.14e-04
2022-08-23 19:29:19,067 INFO [train.py:927] (6/8) Epoch 6, batch 20950, giga_loss[loss=0.2234, simple_loss=0.3058, pruned_loss=0.07049, over 12462.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03425, over 105.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3121, pruned_loss=0.07747, over 2472737.48 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06255, over 17650.55 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3144, pruned_loss=0.08285, over 2469648.45 frames. utt_duration=1234 frames, utt_pad_proportion=0.06458, over 8015.98 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3109, pruned_loss=0.07591, over 2472849.68 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06318, over 18916.03 utterances.], batch size: 105, lr: 5.14e-04
2022-08-23 19:30:58,615 INFO [train.py:927] (6/8) Epoch 6, batch 21000, giga_loss[loss=0.2283, simple_loss=0.3061, pruned_loss=0.07531, over 12261.00 frames. utt_duration=963.3 frames, utt_pad_proportion=0.03087, over 51.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3118, pruned_loss=0.0774, over 2472377.08 frames. utt_duration=559 frames, utt_pad_proportion=0.06504, over 17738.55 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.314, pruned_loss=0.08276, over 2469425.86 frames. utt_duration=1231 frames, utt_pad_proportion=0.06651, over 8034.08 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3111, pruned_loss=0.07593, over 2472843.94 frames. utt_duration=514.7 frames, utt_pad_proportion=0.06462, over 19274.36 utterances.], batch size: 51, lr: 5.14e-04
2022-08-23 19:30:58,616 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 19:31:12,146 INFO [train.py:967] (6/8) Epoch 6, validation: loss=0.1841, simple_loss=0.2934, pruned_loss=0.03746, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 19:32:56,557 INFO [train.py:927] (6/8) Epoch 6, batch 21050, giga_loss[loss=0.2359, simple_loss=0.3163, pruned_loss=0.07778, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03567, over 40.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3093, pruned_loss=0.07607, over 2473290.97 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06974, over 18568.16 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.314, pruned_loss=0.08273, over 2469422.82 frames. utt_duration=1231 frames, utt_pad_proportion=0.06603, over 8031.77 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3087, pruned_loss=0.07487, over 2473695.96 frames. utt_duration=499.2 frames, utt_pad_proportion=0.06935, over 19881.37 utterances.], batch size: 40, lr: 5.14e-04
2022-08-23 19:34:40,331 INFO [train.py:927] (6/8) Epoch 6, batch 21100, giga_loss[loss=0.2063, simple_loss=0.2831, pruned_loss=0.06474, over 12395.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.05152, over 34.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3047, pruned_loss=0.07387, over 2473293.24 frames. utt_duration=540.6 frames, utt_pad_proportion=0.0663, over 18349.63 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3141, pruned_loss=0.08292, over 2469527.96 frames. utt_duration=1221 frames, utt_pad_proportion=0.0692, over 8097.74 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3039, pruned_loss=0.07252, over 2473605.41 frames. utt_duration=507 frames, utt_pad_proportion=0.06491, over 19574.24 utterances.], batch size: 34, lr: 5.13e-04
2022-08-23 19:36:22,773 INFO [train.py:927] (6/8) Epoch 6, batch 21150, libri_loss[loss=0.2498, simple_loss=0.3299, pruned_loss=0.08482, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006464, over 32.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3021, pruned_loss=0.07203, over 2472976.81 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06659, over 18467.20 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3139, pruned_loss=0.08281, over 2469345.93 frames. utt_duration=1224 frames, utt_pad_proportion=0.06817, over 8080.47 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3014, pruned_loss=0.07082, over 2473486.16 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06583, over 19695.79 utterances.], batch size: 32, lr: 5.13e-04
2022-08-23 19:38:03,215 INFO [train.py:927] (6/8) Epoch 6, batch 21200, giga_loss[loss=0.1817, simple_loss=0.2618, pruned_loss=0.05079, over 12476.00 frames. utt_duration=1611 frames, utt_pad_proportion=0.04103, over 31.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3, pruned_loss=0.07067, over 2472369.96 frames. utt_duration=551.1 frames, utt_pad_proportion=0.0634, over 17994.38 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3139, pruned_loss=0.08272, over 2469046.56 frames. utt_duration=1226 frames, utt_pad_proportion=0.06701, over 8062.16 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2991, pruned_loss=0.06947, over 2473137.71 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0634, over 19279.25 utterances.], batch size: 31, lr: 5.13e-04
2022-08-23 19:39:44,661 INFO [train.py:927] (6/8) Epoch 6, batch 21250, giga_loss[loss=0.1997, simple_loss=0.2816, pruned_loss=0.05892, over 12370.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03087, over 62.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2972, pruned_loss=0.06952, over 2473027.70 frames. utt_duration=562.5 frames, utt_pad_proportion=0.06161, over 17631.78 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.314, pruned_loss=0.08282, over 2469026.45 frames. utt_duration=1229 frames, utt_pad_proportion=0.06574, over 8046.83 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.296, pruned_loss=0.06817, over 2473727.76 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06218, over 18897.33 utterances.], batch size: 62, lr: 5.13e-04
2022-08-23 19:41:26,366 INFO [train.py:927] (6/8) Epoch 6, batch 21300, giga_loss[loss=0.2039, simple_loss=0.2785, pruned_loss=0.06464, over 12345.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03231, over 51.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2936, pruned_loss=0.0681, over 2472829.72 frames. utt_duration=585.7 frames, utt_pad_proportion=0.06009, over 16930.71 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3136, pruned_loss=0.08259, over 2469121.86 frames. utt_duration=1233 frames, utt_pad_proportion=0.06478, over 8021.54 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2925, pruned_loss=0.06686, over 2473409.59 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06097, over 18212.89 utterances.], batch size: 51, lr: 5.13e-04
2022-08-23 19:43:06,698 INFO [train.py:927] (6/8) Epoch 6, batch 21350, libri_loss[loss=0.2192, simple_loss=0.2772, pruned_loss=0.08061, over 12243.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.01137, over 28.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2917, pruned_loss=0.06811, over 2472607.68 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06514, over 17200.54 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3137, pruned_loss=0.08293, over 2468645.29 frames. utt_duration=1226 frames, utt_pad_proportion=0.06745, over 8067.11 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2899, pruned_loss=0.06619, over 2473660.70 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06455, over 18588.97 utterances.], batch size: 28, lr: 5.13e-04
2022-08-23 19:44:47,520 INFO [train.py:927] (6/8) Epoch 6, batch 21400, giga_loss[loss=0.1989, simple_loss=0.2767, pruned_loss=0.06055, over 12308.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02601, over 45.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2877, pruned_loss=0.0661, over 2473630.51 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05979, over 16849.12 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3138, pruned_loss=0.08301, over 2468675.06 frames. utt_duration=1226 frames, utt_pad_proportion=0.06718, over 8064.78 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2861, pruned_loss=0.06446, over 2474446.15 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05974, over 17975.38 utterances.], batch size: 45, lr: 5.13e-04
2022-08-23 19:46:29,771 INFO [train.py:927] (6/8) Epoch 6, batch 21450, giga_loss[loss=0.2279, simple_loss=0.3067, pruned_loss=0.07453, over 12436.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03646, over 123.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2879, pruned_loss=0.06596, over 2473496.94 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05696, over 17026.59 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3148, pruned_loss=0.08324, over 2468612.51 frames. utt_duration=1225 frames, utt_pad_proportion=0.06643, over 8069.47 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2853, pruned_loss=0.06414, over 2474287.92 frames. utt_duration=548.9 frames, utt_pad_proportion=0.0573, over 18080.07 utterances.], batch size: 123, lr: 5.13e-04
2022-08-23 19:48:15,409 INFO [train.py:927] (6/8) Epoch 6, batch 21500, giga_loss[loss=0.2797, simple_loss=0.3496, pruned_loss=0.1049, over 12365.00 frames. utt_duration=271.9 frames, utt_pad_proportion=0.06548, over 183.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.291, pruned_loss=0.06839, over 2473845.20 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06032, over 17237.23 utterances.], libri_tot_loss[loss=0.2403, simple_loss=0.3144, pruned_loss=0.08304, over 2468558.72 frames. utt_duration=1228 frames, utt_pad_proportion=0.06529, over 8047.90 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2886, pruned_loss=0.06675, over 2474629.51 frames. utt_duration=542.5 frames, utt_pad_proportion=0.0608, over 18297.92 utterances.], batch size: 183, lr: 5.13e-04
2022-08-23 19:49:56,963 INFO [train.py:927] (6/8) Epoch 6, batch 21550, giga_loss[loss=0.2106, simple_loss=0.2844, pruned_loss=0.06839, over 12172.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.0396, over 33.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.2982, pruned_loss=0.07302, over 2473659.58 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06612, over 18136.49 utterances.], libri_tot_loss[loss=0.2407, simple_loss=0.3147, pruned_loss=0.08339, over 2468683.04 frames. utt_duration=1220 frames, utt_pad_proportion=0.06811, over 8105.64 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2956, pruned_loss=0.07108, over 2474310.64 frames. utt_duration=517 frames, utt_pad_proportion=0.0653, over 19200.25 utterances.], batch size: 33, lr: 5.13e-04
2022-08-23 19:51:39,541 INFO [train.py:927] (6/8) Epoch 6, batch 21600, giga_loss[loss=0.2895, simple_loss=0.3531, pruned_loss=0.113, over 12399.00 frames. utt_duration=193.7 frames, utt_pad_proportion=0.1032, over 258.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3028, pruned_loss=0.07426, over 2474026.42 frames. utt_duration=525.7 frames, utt_pad_proportion=0.07108, over 18878.86 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3141, pruned_loss=0.08299, over 2468921.54 frames. utt_duration=1222 frames, utt_pad_proportion=0.06711, over 8094.32 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3008, pruned_loss=0.07283, over 2474429.53 frames. utt_duration=497.1 frames, utt_pad_proportion=0.07058, over 19971.65 utterances.], batch size: 258, lr: 5.13e-04
2022-08-23 19:53:21,504 INFO [train.py:927] (6/8) Epoch 6, batch 21650, giga_loss[loss=0.2335, simple_loss=0.3214, pruned_loss=0.0728, over 12393.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03675, over 113.00 utterances.], tot_loss[loss=0.231, simple_loss=0.3088, pruned_loss=0.07655, over 2474577.13 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06926, over 18935.79 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.314, pruned_loss=0.08293, over 2468980.85 frames. utt_duration=1213 frames, utt_pad_proportion=0.06994, over 8152.13 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3072, pruned_loss=0.07533, over 2474947.27 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06791, over 19942.22 utterances.], batch size: 113, lr: 5.13e-04
2022-08-23 19:55:00,513 INFO [train.py:927] (6/8) Epoch 6, batch 21700, giga_loss[loss=0.2308, simple_loss=0.3175, pruned_loss=0.07206, over 12362.00 frames. utt_duration=971.1 frames, utt_pad_proportion=0.03273, over 51.00 utterances.], tot_loss[loss=0.2276, simple_loss=0.3075, pruned_loss=0.07387, over 2474107.35 frames. utt_duration=532.1 frames, utt_pad_proportion=0.06686, over 18651.87 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3141, pruned_loss=0.08268, over 2468634.75 frames. utt_duration=1220 frames, utt_pad_proportion=0.06855, over 8104.07 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.306, pruned_loss=0.07292, over 2474834.44 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06634, over 19774.56 utterances.], batch size: 51, lr: 5.12e-04
2022-08-23 19:56:40,764 INFO [train.py:927] (6/8) Epoch 6, batch 21750, giga_loss[loss=0.2335, simple_loss=0.3147, pruned_loss=0.07612, over 12423.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02983, over 80.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3072, pruned_loss=0.07338, over 2473845.75 frames. utt_duration=533.1 frames, utt_pad_proportion=0.06887, over 18615.24 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.314, pruned_loss=0.08268, over 2468411.97 frames. utt_duration=1212 frames, utt_pad_proportion=0.07142, over 8156.76 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.306, pruned_loss=0.0724, over 2474740.37 frames. utt_duration=504 frames, utt_pad_proportion=0.06718, over 19698.75 utterances.], batch size: 80, lr: 5.12e-04
2022-08-23 19:58:24,358 INFO [train.py:927] (6/8) Epoch 6, batch 21800, giga_loss[loss=0.2487, simple_loss=0.3251, pruned_loss=0.08618, over 12338.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.03358, over 58.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3089, pruned_loss=0.07462, over 2473176.87 frames. utt_duration=530.3 frames, utt_pad_proportion=0.07068, over 18707.46 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3138, pruned_loss=0.08271, over 2467842.00 frames. utt_duration=1214 frames, utt_pad_proportion=0.07055, over 8138.48 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3079, pruned_loss=0.07347, over 2474594.76 frames. utt_duration=496.8 frames, utt_pad_proportion=0.0695, over 19984.97 utterances.], batch size: 58, lr: 5.12e-04
2022-08-23 20:00:09,133 INFO [train.py:927] (6/8) Epoch 6, batch 21850, giga_loss[loss=0.2115, simple_loss=0.2974, pruned_loss=0.06282, over 12355.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02663, over 66.00 utterances.], tot_loss[loss=0.2313, simple_loss=0.3102, pruned_loss=0.07619, over 2472779.50 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06667, over 17945.42 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3131, pruned_loss=0.08252, over 2467759.80 frames. utt_duration=1222 frames, utt_pad_proportion=0.06908, over 8087.42 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3099, pruned_loss=0.07521, over 2474164.06 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06647, over 19344.99 utterances.], batch size: 66, lr: 5.12e-04
2022-08-23 20:01:51,708 INFO [train.py:927] (6/8) Epoch 6, batch 21900, giga_loss[loss=0.2358, simple_loss=0.3174, pruned_loss=0.07711, over 12384.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03915, over 113.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3116, pruned_loss=0.07757, over 2473487.82 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06725, over 17909.87 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3134, pruned_loss=0.08254, over 2467660.30 frames. utt_duration=1224 frames, utt_pad_proportion=0.06852, over 8076.61 utterances.], giga_tot_loss[loss=0.2322, simple_loss=0.311, pruned_loss=0.07667, over 2474793.43 frames. utt_duration=516.5 frames, utt_pad_proportion=0.0673, over 19220.95 utterances.], batch size: 113, lr: 5.12e-04
2022-08-23 20:03:36,342 INFO [train.py:927] (6/8) Epoch 6, batch 21950, giga_loss[loss=0.2543, simple_loss=0.3363, pruned_loss=0.08611, over 12358.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02913, over 91.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3126, pruned_loss=0.07724, over 2473592.34 frames. utt_duration=565 frames, utt_pad_proportion=0.06157, over 17558.16 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.313, pruned_loss=0.08212, over 2467549.74 frames. utt_duration=1228 frames, utt_pad_proportion=0.06765, over 8044.28 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3124, pruned_loss=0.0768, over 2474843.00 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06227, over 18799.91 utterances.], batch size: 91, lr: 5.12e-04
2022-08-23 20:05:18,931 INFO [train.py:927] (6/8) Epoch 6, batch 22000, giga_loss[loss=0.241, simple_loss=0.3193, pruned_loss=0.0813, over 12450.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02932, over 80.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3139, pruned_loss=0.07764, over 2473146.94 frames. utt_duration=569.6 frames, utt_pad_proportion=0.06394, over 17414.50 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3128, pruned_loss=0.08195, over 2467395.81 frames. utt_duration=1231 frames, utt_pad_proportion=0.06714, over 8029.88 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3139, pruned_loss=0.0774, over 2474318.93 frames. utt_duration=536.8 frames, utt_pad_proportion=0.06455, over 18487.95 utterances.], batch size: 80, lr: 5.12e-04
2022-08-23 20:07:02,548 INFO [train.py:927] (6/8) Epoch 6, batch 22050, giga_loss[loss=0.2336, simple_loss=0.3121, pruned_loss=0.0775, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03249, over 80.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3126, pruned_loss=0.07738, over 2473113.74 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06577, over 16878.75 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3127, pruned_loss=0.08202, over 2467432.17 frames. utt_duration=1232 frames, utt_pad_proportion=0.0664, over 8020.13 utterances.], giga_tot_loss[loss=0.2334, simple_loss=0.3127, pruned_loss=0.07701, over 2474175.75 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06641, over 17992.60 utterances.], batch size: 80, lr: 5.12e-04
2022-08-23 20:08:46,638 INFO [train.py:927] (6/8) Epoch 6, batch 22100, giga_loss[loss=0.2216, simple_loss=0.2991, pruned_loss=0.07203, over 12280.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03487, over 28.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.312, pruned_loss=0.07682, over 2472954.99 frames. utt_duration=624.4 frames, utt_pad_proportion=0.06044, over 15880.56 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3125, pruned_loss=0.08188, over 2467364.01 frames. utt_duration=1234 frames, utt_pad_proportion=0.06634, over 8007.02 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3122, pruned_loss=0.07663, over 2473866.30 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06128, over 16799.51 utterances.], batch size: 28, lr: 5.12e-04
2022-08-23 20:10:28,079 INFO [train.py:927] (6/8) Epoch 6, batch 22150, giga_loss[loss=0.232, simple_loss=0.3069, pruned_loss=0.07852, over 12306.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.03135, over 28.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3121, pruned_loss=0.07672, over 2472923.22 frames. utt_duration=619.7 frames, utt_pad_proportion=0.06277, over 16000.46 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3127, pruned_loss=0.08182, over 2467236.15 frames. utt_duration=1236 frames, utt_pad_proportion=0.06555, over 7993.98 utterances.], giga_tot_loss[loss=0.2326, simple_loss=0.3121, pruned_loss=0.07656, over 2473835.92 frames. utt_duration=588.9 frames, utt_pad_proportion=0.06364, over 16845.48 utterances.], batch size: 28, lr: 5.12e-04
2022-08-23 20:12:12,447 INFO [train.py:927] (6/8) Epoch 6, batch 22200, giga_loss[loss=0.2425, simple_loss=0.312, pruned_loss=0.08653, over 12394.00 frames. utt_duration=621.3 frames, utt_pad_proportion=0.03381, over 80.00 utterances.], tot_loss[loss=0.2334, simple_loss=0.3129, pruned_loss=0.07694, over 2472446.44 frames. utt_duration=618.8 frames, utt_pad_proportion=0.06058, over 16022.27 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3132, pruned_loss=0.08221, over 2467501.56 frames. utt_duration=1228 frames, utt_pad_proportion=0.06819, over 8047.66 utterances.], giga_tot_loss[loss=0.2325, simple_loss=0.3125, pruned_loss=0.07632, over 2473114.04 frames. utt_duration=586.4 frames, utt_pad_proportion=0.06021, over 16911.99 utterances.], batch size: 80, lr: 5.12e-04
2022-08-23 20:13:53,964 INFO [train.py:927] (6/8) Epoch 6, batch 22250, giga_loss[loss=0.2316, simple_loss=0.3134, pruned_loss=0.0749, over 12449.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03512, over 105.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3119, pruned_loss=0.07694, over 2471510.54 frames. utt_duration=614.3 frames, utt_pad_proportion=0.06058, over 16131.98 utterances.], libri_tot_loss[loss=0.239, simple_loss=0.3134, pruned_loss=0.08229, over 2467400.49 frames. utt_duration=1228 frames, utt_pad_proportion=0.06767, over 8045.21 utterances.], giga_tot_loss[loss=0.232, simple_loss=0.3114, pruned_loss=0.07633, over 2472164.29 frames. utt_duration=586.4 frames, utt_pad_proportion=0.06049, over 16908.06 utterances.], batch size: 105, lr: 5.12e-04
2022-08-23 20:15:37,649 INFO [train.py:927] (6/8) Epoch 6, batch 22300, giga_loss[loss=0.2302, simple_loss=0.3036, pruned_loss=0.07839, over 12283.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03393, over 28.00 utterances.], tot_loss[loss=0.2308, simple_loss=0.3096, pruned_loss=0.07598, over 2471110.41 frames. utt_duration=627 frames, utt_pad_proportion=0.06005, over 15801.57 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3134, pruned_loss=0.0825, over 2467440.29 frames. utt_duration=1227 frames, utt_pad_proportion=0.06719, over 8050.71 utterances.], giga_tot_loss[loss=0.2296, simple_loss=0.309, pruned_loss=0.07512, over 2471707.34 frames. utt_duration=595.7 frames, utt_pad_proportion=0.06011, over 16638.11 utterances.], batch size: 28, lr: 5.11e-04
2022-08-23 20:17:18,528 INFO [train.py:927] (6/8) Epoch 6, batch 22350, giga_loss[loss=0.2877, simple_loss=0.3417, pruned_loss=0.1168, over 12361.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2081, over 371.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3067, pruned_loss=0.07471, over 2470447.04 frames. utt_duration=651.2 frames, utt_pad_proportion=0.05946, over 15209.31 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3132, pruned_loss=0.08232, over 2466987.25 frames. utt_duration=1232 frames, utt_pad_proportion=0.06622, over 8018.90 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3063, pruned_loss=0.07408, over 2471413.47 frames. utt_duration=617.9 frames, utt_pad_proportion=0.05988, over 16037.63 utterances.], batch size: 371, lr: 5.11e-04
2022-08-23 20:18:58,374 INFO [train.py:927] (6/8) Epoch 6, batch 22400, giga_loss[loss=0.1917, simple_loss=0.2724, pruned_loss=0.0555, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03576, over 40.00 utterances.], tot_loss[loss=0.227, simple_loss=0.3048, pruned_loss=0.07459, over 2471197.76 frames. utt_duration=637.1 frames, utt_pad_proportion=0.05755, over 15550.56 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3132, pruned_loss=0.08252, over 2467080.94 frames. utt_duration=1226 frames, utt_pad_proportion=0.06949, over 8061.08 utterances.], giga_tot_loss[loss=0.226, simple_loss=0.3045, pruned_loss=0.07378, over 2471967.13 frames. utt_duration=606.7 frames, utt_pad_proportion=0.0566, over 16338.61 utterances.], batch size: 40, lr: 5.11e-04
2022-08-23 20:20:40,395 INFO [train.py:927] (6/8) Epoch 6, batch 22450, giga_loss[loss=0.199, simple_loss=0.2724, pruned_loss=0.06282, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03644, over 40.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.302, pruned_loss=0.07328, over 2471265.44 frames. utt_duration=639.9 frames, utt_pad_proportion=0.05488, over 15484.36 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3133, pruned_loss=0.08279, over 2467167.00 frames. utt_duration=1217 frames, utt_pad_proportion=0.0728, over 8118.87 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3015, pruned_loss=0.0723, over 2471873.22 frames. utt_duration=613.5 frames, utt_pad_proportion=0.0527, over 16155.20 utterances.], batch size: 40, lr: 5.11e-04
2022-08-23 20:22:18,311 INFO [train.py:927] (6/8) Epoch 6, batch 22500, libri_loss[loss=0.2018, simple_loss=0.2778, pruned_loss=0.06287, over 12209.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01018, over 29.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3006, pruned_loss=0.07205, over 2471692.41 frames. utt_duration=650.4 frames, utt_pad_proportion=0.05347, over 15236.39 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3132, pruned_loss=0.08277, over 2466815.84 frames. utt_duration=1208 frames, utt_pad_proportion=0.07607, over 8176.19 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.3, pruned_loss=0.07102, over 2472622.34 frames. utt_duration=622.7 frames, utt_pad_proportion=0.05, over 15921.63 utterances.], batch size: 29, lr: 5.11e-04
2022-08-23 20:24:04,217 INFO [train.py:927] (6/8) Epoch 6, batch 22550, giga_loss[loss=0.1811, simple_loss=0.263, pruned_loss=0.04955, over 12478.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03603, over 40.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3026, pruned_loss=0.07235, over 2472760.57 frames. utt_duration=597.6 frames, utt_pad_proportion=0.06197, over 16593.79 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3134, pruned_loss=0.08299, over 2467082.37 frames. utt_duration=1199 frames, utt_pad_proportion=0.07914, over 8238.26 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3018, pruned_loss=0.0712, over 2473331.95 frames. utt_duration=577.6 frames, utt_pad_proportion=0.05757, over 17172.47 utterances.], batch size: 40, lr: 5.11e-04
2022-08-23 20:25:42,704 INFO [train.py:927] (6/8) Epoch 6, batch 22600, giga_loss[loss=0.2228, simple_loss=0.3027, pruned_loss=0.07151, over 12439.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03023, over 80.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3037, pruned_loss=0.07209, over 2473599.88 frames. utt_duration=576.4 frames, utt_pad_proportion=0.06372, over 17209.37 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3141, pruned_loss=0.08317, over 2466885.99 frames. utt_duration=1206 frames, utt_pad_proportion=0.07658, over 8195.00 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.302, pruned_loss=0.07055, over 2474508.16 frames. utt_duration=549.2 frames, utt_pad_proportion=0.06103, over 18072.29 utterances.], batch size: 80, lr: 5.11e-04
2022-08-23 20:27:23,757 INFO [train.py:927] (6/8) Epoch 6, batch 22650, giga_loss[loss=0.2127, simple_loss=0.2991, pruned_loss=0.06315, over 12365.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02864, over 91.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.303, pruned_loss=0.07199, over 2473597.67 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06457, over 17371.70 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3138, pruned_loss=0.0832, over 2466872.29 frames. utt_duration=1201 frames, utt_pad_proportion=0.07889, over 8228.03 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3016, pruned_loss=0.07044, over 2474504.27 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06143, over 18287.30 utterances.], batch size: 91, lr: 5.11e-04
2022-08-23 20:29:05,639 INFO [train.py:927] (6/8) Epoch 6, batch 22700, giga_loss[loss=0.2142, simple_loss=0.2972, pruned_loss=0.06553, over 12347.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03089, over 85.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3031, pruned_loss=0.07196, over 2473528.80 frames. utt_duration=571.1 frames, utt_pad_proportion=0.06021, over 17370.77 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3131, pruned_loss=0.08279, over 2466789.60 frames. utt_duration=1208 frames, utt_pad_proportion=0.07692, over 8176.70 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3023, pruned_loss=0.07074, over 2474560.35 frames. utt_duration=538.2 frames, utt_pad_proportion=0.05851, over 18443.22 utterances.], batch size: 85, lr: 5.11e-04
2022-08-23 20:30:48,874 INFO [train.py:927] (6/8) Epoch 6, batch 22750, giga_loss[loss=0.235, simple_loss=0.3171, pruned_loss=0.07639, over 12447.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03471, over 98.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3042, pruned_loss=0.072, over 2472732.57 frames. utt_duration=581.1 frames, utt_pad_proportion=0.05966, over 17066.40 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3132, pruned_loss=0.08282, over 2466705.78 frames. utt_duration=1210 frames, utt_pad_proportion=0.07633, over 8163.98 utterances.], giga_tot_loss[loss=0.2226, simple_loss=0.3033, pruned_loss=0.0709, over 2473676.73 frames. utt_duration=550.9 frames, utt_pad_proportion=0.05853, over 18010.24 utterances.], batch size: 98, lr: 5.11e-04
2022-08-23 20:32:26,935 INFO [train.py:927] (6/8) Epoch 6, batch 22800, giga_loss[loss=0.2235, simple_loss=0.3029, pruned_loss=0.0721, over 12414.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.0244, over 48.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3054, pruned_loss=0.07233, over 2472261.29 frames. utt_duration=592.8 frames, utt_pad_proportion=0.05866, over 16725.51 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3136, pruned_loss=0.08298, over 2466828.01 frames. utt_duration=1211 frames, utt_pad_proportion=0.07574, over 8156.83 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3042, pruned_loss=0.07106, over 2473027.89 frames. utt_duration=561 frames, utt_pad_proportion=0.05788, over 17680.77 utterances.], batch size: 48, lr: 5.11e-04
2022-08-23 20:34:07,054 INFO [train.py:927] (6/8) Epoch 6, batch 22850, giga_loss[loss=0.2328, simple_loss=0.3014, pruned_loss=0.0821, over 12469.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03484, over 37.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3056, pruned_loss=0.07271, over 2472451.46 frames. utt_duration=592 frames, utt_pad_proportion=0.06126, over 16747.75 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3136, pruned_loss=0.08304, over 2466827.00 frames. utt_duration=1213 frames, utt_pad_proportion=0.07519, over 8142.28 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3046, pruned_loss=0.07159, over 2473098.25 frames. utt_duration=564.2 frames, utt_pad_proportion=0.06068, over 17580.30 utterances.], batch size: 37, lr: 5.11e-04
2022-08-23 20:35:47,704 INFO [train.py:927] (6/8) Epoch 6, batch 22900, giga_loss[loss=0.2079, simple_loss=0.2918, pruned_loss=0.06203, over 12379.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04174, over 133.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3037, pruned_loss=0.07211, over 2473858.09 frames. utt_duration=594.9 frames, utt_pad_proportion=0.06089, over 16676.05 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3135, pruned_loss=0.0829, over 2467113.79 frames. utt_duration=1213 frames, utt_pad_proportion=0.07444, over 8143.71 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3028, pruned_loss=0.07111, over 2474244.97 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06062, over 17535.15 utterances.], batch size: 133, lr: 5.10e-04
2022-08-23 20:37:23,199 INFO [train.py:927] (6/8) Epoch 6, batch 22950, giga_loss[loss=0.2065, simple_loss=0.2772, pruned_loss=0.06792, over 12171.00 frames. utt_duration=1740 frames, utt_pad_proportion=0.04425, over 28.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3021, pruned_loss=0.07051, over 2472687.87 frames. utt_duration=611.5 frames, utt_pad_proportion=0.05885, over 16213.23 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3138, pruned_loss=0.08299, over 2466989.16 frames. utt_duration=1216 frames, utt_pad_proportion=0.07274, over 8122.65 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3008, pruned_loss=0.06934, over 2473254.45 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05926, over 17128.94 utterances.], batch size: 28, lr: 5.10e-04
2022-08-23 20:39:02,690 INFO [train.py:927] (6/8) Epoch 6, batch 23000, giga_loss[loss=0.1955, simple_loss=0.2826, pruned_loss=0.05422, over 12430.00 frames. utt_duration=664.4 frames, utt_pad_proportion=0.0329, over 75.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3035, pruned_loss=0.07045, over 2471789.51 frames. utt_duration=586.3 frames, utt_pad_proportion=0.05924, over 16906.52 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3139, pruned_loss=0.08295, over 2466596.48 frames. utt_duration=1218 frames, utt_pad_proportion=0.07218, over 8113.76 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3024, pruned_loss=0.06939, over 2472663.09 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05969, over 17749.32 utterances.], batch size: 75, lr: 5.10e-04
2022-08-23 20:40:41,805 INFO [train.py:927] (6/8) Epoch 6, batch 23050, giga_loss[loss=0.2134, simple_loss=0.2904, pruned_loss=0.0682, over 12361.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03186, over 58.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3029, pruned_loss=0.07123, over 2472666.01 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06198, over 17554.78 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3137, pruned_loss=0.08277, over 2466748.98 frames. utt_duration=1221 frames, utt_pad_proportion=0.07142, over 8088.17 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.302, pruned_loss=0.07039, over 2473288.50 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06245, over 18364.76 utterances.], batch size: 58, lr: 5.10e-04
2022-08-23 20:42:22,967 INFO [train.py:927] (6/8) Epoch 6, batch 23100, giga_loss[loss=0.2315, simple_loss=0.2988, pruned_loss=0.08206, over 12331.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03348, over 51.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3019, pruned_loss=0.07186, over 2473687.04 frames. utt_duration=577.9 frames, utt_pad_proportion=0.05704, over 17165.27 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3141, pruned_loss=0.08311, over 2467005.40 frames. utt_duration=1223 frames, utt_pad_proportion=0.06956, over 8080.19 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3004, pruned_loss=0.07042, over 2474202.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.0582, over 18212.01 utterances.], batch size: 51, lr: 5.10e-04
2022-08-23 20:44:03,855 INFO [train.py:927] (6/8) Epoch 6, batch 23150, giga_loss[loss=0.2322, simple_loss=0.31, pruned_loss=0.07725, over 12423.00 frames. utt_duration=437.5 frames, utt_pad_proportion=0.04267, over 114.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.301, pruned_loss=0.07181, over 2473641.58 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05453, over 17470.09 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3139, pruned_loss=0.08306, over 2467060.01 frames. utt_duration=1226 frames, utt_pad_proportion=0.06878, over 8059.11 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.2998, pruned_loss=0.07058, over 2474099.99 frames. utt_duration=538.4 frames, utt_pad_proportion=0.0558, over 18433.99 utterances.], batch size: 114, lr: 5.10e-04
2022-08-23 20:45:42,918 INFO [train.py:927] (6/8) Epoch 6, batch 23200, giga_loss[loss=0.2543, simple_loss=0.3182, pruned_loss=0.09523, over 12354.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2973, pruned_loss=0.07038, over 2474316.70 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05502, over 17631.19 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3136, pruned_loss=0.08284, over 2467246.37 frames. utt_duration=1218 frames, utt_pad_proportion=0.07147, over 8109.42 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2963, pruned_loss=0.06933, over 2474666.32 frames. utt_duration=534.8 frames, utt_pad_proportion=0.05475, over 18561.23 utterances.], batch size: 258, lr: 5.10e-04
2022-08-23 20:47:24,389 INFO [train.py:927] (6/8) Epoch 6, batch 23250, giga_loss[loss=0.2111, simple_loss=0.3034, pruned_loss=0.05942, over 12421.00 frames. utt_duration=858 frames, utt_pad_proportion=0.02723, over 58.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.2965, pruned_loss=0.07009, over 2474126.66 frames. utt_duration=567.6 frames, utt_pad_proportion=0.05495, over 17481.54 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3139, pruned_loss=0.08304, over 2467564.20 frames. utt_duration=1211 frames, utt_pad_proportion=0.07141, over 8160.65 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2948, pruned_loss=0.06858, over 2474399.56 frames. utt_duration=534.2 frames, utt_pad_proportion=0.05446, over 18580.47 utterances.], batch size: 58, lr: 5.10e-04
2022-08-23 20:49:03,735 INFO [train.py:927] (6/8) Epoch 6, batch 23300, giga_loss[loss=0.2023, simple_loss=0.2867, pruned_loss=0.05892, over 12407.00 frames. utt_duration=513 frames, utt_pad_proportion=0.02835, over 97.00 utterances.], tot_loss[loss=0.219, simple_loss=0.2975, pruned_loss=0.07029, over 2474359.60 frames. utt_duration=580 frames, utt_pad_proportion=0.05191, over 17109.19 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3139, pruned_loss=0.08314, over 2467929.31 frames. utt_duration=1213 frames, utt_pad_proportion=0.07034, over 8147.56 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2959, pruned_loss=0.06875, over 2474362.40 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05198, over 18163.56 utterances.], batch size: 97, lr: 5.10e-04
2022-08-23 20:50:45,624 INFO [train.py:927] (6/8) Epoch 6, batch 23350, giga_loss[loss=0.2698, simple_loss=0.3306, pruned_loss=0.1045, over 12171.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03155, over 36.00 utterances.], tot_loss[loss=0.221, simple_loss=0.2998, pruned_loss=0.07106, over 2474440.11 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05393, over 17291.66 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3137, pruned_loss=0.08301, over 2468196.53 frames. utt_duration=1214 frames, utt_pad_proportion=0.06954, over 8139.82 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2983, pruned_loss=0.06973, over 2474310.84 frames. utt_duration=542.8 frames, utt_pad_proportion=0.05403, over 18285.10 utterances.], batch size: 36, lr: 5.10e-04
2022-08-23 20:52:30,188 INFO [train.py:927] (6/8) Epoch 6, batch 23400, giga_loss[loss=0.4366, simple_loss=0.4413, pruned_loss=0.216, over 12334.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2047, over 369.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.305, pruned_loss=0.07483, over 2473584.17 frames. utt_duration=550.6 frames, utt_pad_proportion=0.0614, over 18018.06 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3139, pruned_loss=0.08306, over 2468112.99 frames. utt_duration=1217 frames, utt_pad_proportion=0.06909, over 8119.48 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3035, pruned_loss=0.07364, over 2473613.91 frames. utt_duration=524.7 frames, utt_pad_proportion=0.0613, over 18909.55 utterances.], batch size: 369, lr: 5.10e-04
2022-08-23 20:54:15,180 INFO [train.py:927] (6/8) Epoch 6, batch 23450, giga_loss[loss=0.2308, simple_loss=0.3139, pruned_loss=0.07386, over 12457.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.02809, over 75.00 utterances.], tot_loss[loss=0.2351, simple_loss=0.3114, pruned_loss=0.07934, over 2473703.24 frames. utt_duration=529.2 frames, utt_pad_proportion=0.06314, over 18750.90 utterances.], libri_tot_loss[loss=0.2394, simple_loss=0.3133, pruned_loss=0.08282, over 2467718.26 frames. utt_duration=1213 frames, utt_pad_proportion=0.07251, over 8150.64 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3107, pruned_loss=0.07849, over 2474209.71 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06162, over 19665.97 utterances.], batch size: 75, lr: 5.10e-04
2022-08-23 20:55:58,082 INFO [train.py:927] (6/8) Epoch 6, batch 23500, giga_loss[loss=0.3829, simple_loss=0.4123, pruned_loss=0.1767, over 12366.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1091, over 259.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3194, pruned_loss=0.08603, over 2473450.11 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07352, over 19777.25 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3133, pruned_loss=0.083, over 2467491.91 frames. utt_duration=1195 frames, utt_pad_proportion=0.07873, over 8271.92 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3189, pruned_loss=0.08517, over 2474274.16 frames. utt_duration=478.4 frames, utt_pad_proportion=0.06953, over 20753.89 utterances.], batch size: 259, lr: 5.10e-04
2022-08-23 20:57:42,161 INFO [train.py:927] (6/8) Epoch 6, batch 23550, giga_loss[loss=0.2775, simple_loss=0.3458, pruned_loss=0.1046, over 12434.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03865, over 123.00 utterances.], tot_loss[loss=0.2543, simple_loss=0.3261, pruned_loss=0.09129, over 2473279.75 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07448, over 20345.37 utterances.], libri_tot_loss[loss=0.2395, simple_loss=0.3131, pruned_loss=0.08293, over 2467129.07 frames. utt_duration=1199 frames, utt_pad_proportion=0.07731, over 8238.44 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3261, pruned_loss=0.09076, over 2474361.03 frames. utt_duration=464 frames, utt_pad_proportion=0.07178, over 21399.32 utterances.], batch size: 123, lr: 5.09e-04
2022-08-23 20:59:29,446 INFO [train.py:927] (6/8) Epoch 6, batch 23600, giga_loss[loss=0.2512, simple_loss=0.3208, pruned_loss=0.09084, over 12467.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03475, over 86.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3298, pruned_loss=0.09453, over 2473056.53 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07671, over 20987.39 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3134, pruned_loss=0.0831, over 2466901.77 frames. utt_duration=1202 frames, utt_pad_proportion=0.07644, over 8218.66 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.3297, pruned_loss=0.09411, over 2474197.76 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07479, over 22038.35 utterances.], batch size: 86, lr: 5.09e-04
2022-08-23 21:01:16,921 INFO [train.py:927] (6/8) Epoch 6, batch 23650, libri_loss[loss=0.2673, simple_loss=0.3414, pruned_loss=0.09665, over 12476.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006955, over 37.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3341, pruned_loss=0.09825, over 2473485.77 frames. utt_duration=456.9 frames, utt_pad_proportion=0.08356, over 21725.88 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3137, pruned_loss=0.08297, over 2467418.03 frames. utt_duration=1198 frames, utt_pad_proportion=0.07789, over 8251.50 utterances.], giga_tot_loss[loss=0.266, simple_loss=0.3346, pruned_loss=0.09865, over 2474175.08 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08135, over 23127.97 utterances.], batch size: 37, lr: 5.09e-04
2022-08-23 21:03:04,011 INFO [train.py:927] (6/8) Epoch 6, batch 23700, giga_loss[loss=0.337, simple_loss=0.3766, pruned_loss=0.1487, over 12381.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07131, over 212.00 utterances.], tot_loss[loss=0.2697, simple_loss=0.3371, pruned_loss=0.1012, over 2474005.58 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07902, over 21593.36 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3138, pruned_loss=0.08319, over 2467042.26 frames. utt_duration=1192 frames, utt_pad_proportion=0.0798, over 8290.42 utterances.], giga_tot_loss[loss=0.2712, simple_loss=0.3384, pruned_loss=0.102, over 2475156.98 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07692, over 23250.52 utterances.], batch size: 212, lr: 5.09e-04
2022-08-23 21:04:48,509 INFO [train.py:927] (6/8) Epoch 6, batch 23750, giga_loss[loss=0.2496, simple_loss=0.3284, pruned_loss=0.08536, over 12354.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03337, over 104.00 utterances.], tot_loss[loss=0.2669, simple_loss=0.3346, pruned_loss=0.09959, over 2474135.49 frames. utt_duration=475 frames, utt_pad_proportion=0.0803, over 20896.57 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3133, pruned_loss=0.08308, over 2466741.44 frames. utt_duration=1186 frames, utt_pad_proportion=0.08197, over 8327.78 utterances.], giga_tot_loss[loss=0.2695, simple_loss=0.337, pruned_loss=0.101, over 2475639.57 frames. utt_duration=437 frames, utt_pad_proportion=0.07765, over 22735.11 utterances.], batch size: 104, lr: 5.09e-04
2022-08-23 21:06:33,238 INFO [train.py:927] (6/8) Epoch 6, batch 23800, giga_loss[loss=0.3359, simple_loss=0.3776, pruned_loss=0.1471, over 12349.00 frames. utt_duration=193.8 frames, utt_pad_proportion=0.1028, over 257.00 utterances.], tot_loss[loss=0.27, simple_loss=0.3376, pruned_loss=0.1012, over 2474573.24 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08001, over 21639.76 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3132, pruned_loss=0.08307, over 2466587.20 frames. utt_duration=1191 frames, utt_pad_proportion=0.08082, over 8291.48 utterances.], giga_tot_loss[loss=0.2727, simple_loss=0.34, pruned_loss=0.1027, over 2476016.05 frames. utt_duration=425.4 frames, utt_pad_proportion=0.07834, over 23359.47 utterances.], batch size: 257, lr: 5.09e-04
2022-08-23 21:08:18,709 INFO [train.py:927] (6/8) Epoch 6, batch 23850, giga_loss[loss=0.2446, simple_loss=0.3214, pruned_loss=0.08386, over 12411.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03086, over 80.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.339, pruned_loss=0.1021, over 2475021.16 frames. utt_duration=436.7 frames, utt_pad_proportion=0.0853, over 22744.51 utterances.], libri_tot_loss[loss=0.2396, simple_loss=0.3132, pruned_loss=0.08304, over 2466457.16 frames. utt_duration=1195 frames, utt_pad_proportion=0.07958, over 8266.85 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3413, pruned_loss=0.1036, over 2476443.17 frames. utt_duration=407.5 frames, utt_pad_proportion=0.08413, over 24397.53 utterances.], batch size: 80, lr: 5.09e-04
2022-08-23 21:10:06,909 INFO [train.py:927] (6/8) Epoch 6, batch 23900, giga_loss[loss=0.2, simple_loss=0.2848, pruned_loss=0.0576, over 12381.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02743, over 70.00 utterances.], tot_loss[loss=0.2677, simple_loss=0.3371, pruned_loss=0.09919, over 2474976.38 frames. utt_duration=434 frames, utt_pad_proportion=0.08444, over 22889.37 utterances.], libri_tot_loss[loss=0.2397, simple_loss=0.3133, pruned_loss=0.08308, over 2466506.45 frames. utt_duration=1184 frames, utt_pad_proportion=0.08287, over 8343.45 utterances.], giga_tot_loss[loss=0.2705, simple_loss=0.3394, pruned_loss=0.1008, over 2476266.64 frames. utt_duration=406.3 frames, utt_pad_proportion=0.08267, over 24468.45 utterances.], batch size: 70, lr: 5.09e-04
2022-08-23 21:11:49,981 INFO [train.py:927] (6/8) Epoch 6, batch 23950, giga_loss[loss=0.2061, simple_loss=0.2992, pruned_loss=0.05648, over 12377.00 frames. utt_duration=708.6 frames, utt_pad_proportion=0.02792, over 70.00 utterances.], tot_loss[loss=0.263, simple_loss=0.3334, pruned_loss=0.09627, over 2474033.30 frames. utt_duration=446.4 frames, utt_pad_proportion=0.0817, over 22239.47 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3129, pruned_loss=0.08284, over 2466598.65 frames. utt_duration=1188 frames, utt_pad_proportion=0.08199, over 8314.19 utterances.], giga_tot_loss[loss=0.2663, simple_loss=0.3362, pruned_loss=0.09818, over 2475212.18 frames. utt_duration=415.5 frames, utt_pad_proportion=0.0807, over 23909.29 utterances.], batch size: 70, lr: 5.09e-04
2022-08-23 21:13:32,452 INFO [train.py:927] (6/8) Epoch 6, batch 24000, giga_loss[loss=0.2479, simple_loss=0.3183, pruned_loss=0.0887, over 12340.00 frames. utt_duration=582.1 frames, utt_pad_proportion=0.0314, over 85.00 utterances.], tot_loss[loss=0.262, simple_loss=0.3326, pruned_loss=0.09571, over 2473875.94 frames. utt_duration=462.3 frames, utt_pad_proportion=0.07701, over 21473.39 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3134, pruned_loss=0.08347, over 2466670.60 frames. utt_duration=1190 frames, utt_pad_proportion=0.08115, over 8299.50 utterances.], giga_tot_loss[loss=0.2642, simple_loss=0.3348, pruned_loss=0.09684, over 2474873.30 frames. utt_duration=432.1 frames, utt_pad_proportion=0.07673, over 22985.38 utterances.], batch size: 85, lr: 5.09e-04
2022-08-23 21:13:32,456 INFO [train.py:958] (6/8) Computing validation loss
2022-08-23 21:13:45,959 INFO [train.py:967] (6/8) Epoch 6, validation: loss=0.1886, simple_loss=0.3005, pruned_loss=0.03835, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-23 21:15:42,139 INFO [train.py:927] (6/8) Epoch 6, batch 24050, giga_loss[loss=0.241, simple_loss=0.3291, pruned_loss=0.07647, over 12404.00 frames. utt_duration=801.6 frames, utt_pad_proportion=0.02954, over 62.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3312, pruned_loss=0.09363, over 2474488.28 frames. utt_duration=455.9 frames, utt_pad_proportion=0.08087, over 21780.41 utterances.], libri_tot_loss[loss=0.2402, simple_loss=0.3135, pruned_loss=0.08346, over 2467027.66 frames. utt_duration=1190 frames, utt_pad_proportion=0.08075, over 8304.70 utterances.], giga_tot_loss[loss=0.2613, simple_loss=0.3331, pruned_loss=0.09474, over 2475083.00 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08059, over 23227.65 utterances.], batch size: 62, lr: 5.09e-04
2022-08-23 21:17:25,449 INFO [train.py:927] (6/8) Epoch 6, batch 24100, libri_loss[loss=0.2625, simple_loss=0.3376, pruned_loss=0.09371, over 12322.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01756, over 41.00 utterances.], tot_loss[loss=0.2584, simple_loss=0.3319, pruned_loss=0.09243, over 2474558.14 frames. utt_duration=449.6 frames, utt_pad_proportion=0.08127, over 22087.63 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3133, pruned_loss=0.08337, over 2466908.54 frames. utt_duration=1196 frames, utt_pad_proportion=0.0791, over 8260.20 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3341, pruned_loss=0.09367, over 2475360.70 frames. utt_duration=419.7 frames, utt_pad_proportion=0.08159, over 23674.05 utterances.], batch size: 41, lr: 5.09e-04
2022-08-23 21:19:11,226 INFO [train.py:927] (6/8) Epoch 6, batch 24150, giga_loss[loss=0.2517, simple_loss=0.3302, pruned_loss=0.08659, over 12388.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03708, over 113.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3311, pruned_loss=0.09168, over 2474289.47 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07463, over 21175.60 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3133, pruned_loss=0.08329, over 2466632.10 frames. utt_duration=1199 frames, utt_pad_proportion=0.07854, over 8241.65 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.333, pruned_loss=0.0928, over 2475226.86 frames. utt_duration=440.4 frames, utt_pad_proportion=0.07545, over 22553.32 utterances.], batch size: 113, lr: 5.08e-04
2022-08-23 21:20:55,916 INFO [train.py:927] (6/8) Epoch 6, batch 24200, giga_loss[loss=0.2165, simple_loss=0.2974, pruned_loss=0.06781, over 12336.00 frames. utt_duration=969.1 frames, utt_pad_proportion=0.0309, over 51.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3299, pruned_loss=0.09176, over 2473983.38 frames. utt_duration=477 frames, utt_pad_proportion=0.07097, over 20806.70 utterances.], libri_tot_loss[loss=0.2406, simple_loss=0.3141, pruned_loss=0.08359, over 2466621.18 frames. utt_duration=1201 frames, utt_pad_proportion=0.07732, over 8227.97 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.331, pruned_loss=0.09255, over 2474870.62 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07223, over 22147.77 utterances.], batch size: 51, lr: 5.08e-04
2022-08-23 21:22:43,020 INFO [train.py:927] (6/8) Epoch 6, batch 24250, giga_loss[loss=0.2185, simple_loss=0.3115, pruned_loss=0.06277, over 12328.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03153, over 51.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3277, pruned_loss=0.08958, over 2472798.01 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07672, over 20519.74 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3137, pruned_loss=0.08314, over 2466610.81 frames. utt_duration=1202 frames, utt_pad_proportion=0.07647, over 8216.43 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3294, pruned_loss=0.09083, over 2473664.57 frames. utt_duration=452.3 frames, utt_pad_proportion=0.0777, over 21947.12 utterances.], batch size: 51, lr: 5.08e-04
2022-08-23 21:24:25,312 INFO [train.py:927] (6/8) Epoch 6, batch 24300, giga_loss[loss=0.2242, simple_loss=0.3107, pruned_loss=0.06881, over 12352.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02865, over 66.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3268, pruned_loss=0.08773, over 2473410.09 frames. utt_duration=506.7 frames, utt_pad_proportion=0.06934, over 19579.95 utterances.], libri_tot_loss[loss=0.2399, simple_loss=0.3136, pruned_loss=0.08312, over 2466393.82 frames. utt_duration=1208 frames, utt_pad_proportion=0.07516, over 8177.43 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3286, pruned_loss=0.08887, over 2474458.82 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07104, over 21022.16 utterances.], batch size: 66, lr: 5.08e-04
2022-08-23 21:26:09,636 INFO [train.py:927] (6/8) Epoch 6, batch 24350, giga_loss[loss=0.2245, simple_loss=0.2937, pruned_loss=0.07771, over 12228.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0308, over 42.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3249, pruned_loss=0.08764, over 2473800.32 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07184, over 19724.91 utterances.], libri_tot_loss[loss=0.2401, simple_loss=0.3137, pruned_loss=0.0832, over 2466431.81 frames. utt_duration=1210 frames, utt_pad_proportion=0.07433, over 8164.83 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3263, pruned_loss=0.08851, over 2474692.55 frames. utt_duration=472 frames, utt_pad_proportion=0.07333, over 21036.73 utterances.], batch size: 42, lr: 5.08e-04
2022-08-23 21:27:54,956 INFO [train.py:927] (6/8) Epoch 6, batch 24400, libri_loss[loss=0.1973, simple_loss=0.287, pruned_loss=0.05374, over 12122.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00541, over 32.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3224, pruned_loss=0.08616, over 2473501.12 frames. utt_duration=529 frames, utt_pad_proportion=0.06726, over 18755.42 utterances.], libri_tot_loss[loss=0.2398, simple_loss=0.3137, pruned_loss=0.08298, over 2466221.89 frames. utt_duration=1210 frames, utt_pad_proportion=0.07366, over 8165.60 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3238, pruned_loss=0.08716, over 2474590.89 frames. utt_duration=495.1 frames, utt_pad_proportion=0.06898, over 20049.28 utterances.], batch size: 32, lr: 5.08e-04
2022-08-23 21:29:39,707 INFO [train.py:927] (6/8) Epoch 6, batch 24450, giga_loss[loss=0.243, simple_loss=0.3107, pruned_loss=0.08766, over 12442.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03738, over 40.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3208, pruned_loss=0.08573, over 2474363.72 frames. utt_duration=525 frames, utt_pad_proportion=0.06566, over 18903.59 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3129, pruned_loss=0.0824, over 2466568.77 frames. utt_duration=1214 frames, utt_pad_proportion=0.07249, over 8135.69 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.3229, pruned_loss=0.08714, over 2475176.92 frames. utt_duration=489 frames, utt_pad_proportion=0.06744, over 20304.11 utterances.], batch size: 40, lr: 5.08e-04
2022-08-23 21:31:22,737 INFO [train.py:927] (6/8) Epoch 6, batch 24500, giga_loss[loss=0.2558, simple_loss=0.3277, pruned_loss=0.09192, over 12275.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02699, over 54.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3199, pruned_loss=0.08537, over 2473744.79 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06936, over 18566.74 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3124, pruned_loss=0.08201, over 2466764.42 frames. utt_duration=1215 frames, utt_pad_proportion=0.07183, over 8132.94 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3222, pruned_loss=0.08695, over 2474422.86 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07074, over 19976.04 utterances.], batch size: 54, lr: 5.08e-04
2022-08-23 21:33:11,206 INFO [train.py:927] (6/8) Epoch 6, batch 24550, libri_loss[loss=0.1965, simple_loss=0.2732, pruned_loss=0.05988, over 12232.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.03382, over 27.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3207, pruned_loss=0.08551, over 2474421.10 frames. utt_duration=529 frames, utt_pad_proportion=0.07104, over 18761.35 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3121, pruned_loss=0.08184, over 2466951.32 frames. utt_duration=1219 frames, utt_pad_proportion=0.07085, over 8107.38 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3229, pruned_loss=0.08698, over 2474944.82 frames. utt_duration=494.3 frames, utt_pad_proportion=0.07233, over 20084.48 utterances.], batch size: 27, lr: 5.08e-04
2022-08-23 21:34:56,029 INFO [train.py:927] (6/8) Epoch 6, batch 24600, giga_loss[loss=0.2403, simple_loss=0.316, pruned_loss=0.08232, over 12451.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03667, over 40.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3218, pruned_loss=0.08635, over 2474417.01 frames. utt_duration=530.2 frames, utt_pad_proportion=0.07, over 18719.58 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3121, pruned_loss=0.08177, over 2467208.36 frames. utt_duration=1211 frames, utt_pad_proportion=0.0714, over 8160.06 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3238, pruned_loss=0.08767, over 2474757.92 frames. utt_duration=497.3 frames, utt_pad_proportion=0.07089, over 19964.13 utterances.], batch size: 40, lr: 5.08e-04
2022-08-23 21:36:40,067 INFO [train.py:927] (6/8) Epoch 6, batch 24650, giga_loss[loss=0.2523, simple_loss=0.3253, pruned_loss=0.08964, over 12401.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03348, over 80.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3229, pruned_loss=0.08755, over 2473377.64 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06506, over 18248.24 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3122, pruned_loss=0.08161, over 2466823.18 frames. utt_duration=1219 frames, utt_pad_proportion=0.06928, over 8107.42 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3248, pruned_loss=0.08895, over 2474271.51 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06684, over 19673.79 utterances.], batch size: 80, lr: 5.08e-04
2022-08-23 21:38:26,357 INFO [train.py:927] (6/8) Epoch 6, batch 24700, giga_loss[loss=0.2483, simple_loss=0.3195, pruned_loss=0.08851, over 12388.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.02563, over 66.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3239, pruned_loss=0.08963, over 2473288.16 frames. utt_duration=532.9 frames, utt_pad_proportion=0.0643, over 18614.90 utterances.], libri_tot_loss[loss=0.2374, simple_loss=0.3117, pruned_loss=0.0815, over 2466933.51 frames. utt_duration=1221 frames, utt_pad_proportion=0.06819, over 8088.57 utterances.], giga_tot_loss[loss=0.2541, simple_loss=0.3261, pruned_loss=0.09104, over 2474084.27 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06609, over 20059.57 utterances.], batch size: 66, lr: 5.08e-04
2022-08-23 21:40:11,650 INFO [train.py:927] (6/8) Epoch 6, batch 24750, giga_loss[loss=0.2278, simple_loss=0.3097, pruned_loss=0.07293, over 12357.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.02824, over 51.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3243, pruned_loss=0.09036, over 2473601.67 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06815, over 19257.34 utterances.], libri_tot_loss[loss=0.2371, simple_loss=0.3113, pruned_loss=0.08138, over 2466778.40 frames. utt_duration=1226 frames, utt_pad_proportion=0.06704, over 8056.71 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3268, pruned_loss=0.09179, over 2474530.20 frames. utt_duration=480 frames, utt_pad_proportion=0.06968, over 20683.64 utterances.], batch size: 51, lr: 5.07e-04
2022-08-23 21:41:53,546 INFO [train.py:927] (6/8) Epoch 6, batch 24800, giga_loss[loss=0.2135, simple_loss=0.2918, pruned_loss=0.06753, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04275, over 146.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3244, pruned_loss=0.08907, over 2473990.09 frames. utt_duration=504.6 frames, utt_pad_proportion=0.06877, over 19667.69 utterances.], libri_tot_loss[loss=0.2368, simple_loss=0.311, pruned_loss=0.08127, over 2466587.00 frames. utt_duration=1227 frames, utt_pad_proportion=0.06685, over 8052.35 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3269, pruned_loss=0.09047, over 2475049.90 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07002, over 21009.55 utterances.], batch size: 146, lr: 5.07e-04
2022-08-23 21:43:41,631 INFO [train.py:927] (6/8) Epoch 6, batch 24850, giga_loss[loss=0.2697, simple_loss=0.338, pruned_loss=0.1007, over 12378.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.0314, over 62.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3221, pruned_loss=0.08837, over 2473652.68 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07264, over 20051.41 utterances.], libri_tot_loss[loss=0.2365, simple_loss=0.3107, pruned_loss=0.08113, over 2466349.61 frames. utt_duration=1227 frames, utt_pad_proportion=0.06663, over 8047.43 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3245, pruned_loss=0.08972, over 2474824.54 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07347, over 21321.94 utterances.], batch size: 62, lr: 5.07e-04
2022-08-23 21:45:26,858 INFO [train.py:927] (6/8) Epoch 6, batch 24900, giga_loss[loss=0.2693, simple_loss=0.3482, pruned_loss=0.09514, over 12450.00 frames. utt_duration=624 frames, utt_pad_proportion=0.03108, over 80.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3237, pruned_loss=0.08944, over 2474050.65 frames. utt_duration=493.7 frames, utt_pad_proportion=0.07318, over 20103.88 utterances.], libri_tot_loss[loss=0.2372, simple_loss=0.3115, pruned_loss=0.08145, over 2466555.30 frames. utt_duration=1216 frames, utt_pad_proportion=0.07038, over 8124.92 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3251, pruned_loss=0.09034, over 2474886.78 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07265, over 21201.24 utterances.], batch size: 80, lr: 5.07e-04
2022-08-23 21:47:14,281 INFO [train.py:927] (6/8) Epoch 6, batch 24950, giga_loss[loss=0.248, simple_loss=0.3312, pruned_loss=0.08236, over 12369.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02574, over 66.00 utterances.], tot_loss[loss=0.254, simple_loss=0.328, pruned_loss=0.09, over 2474105.99 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07484, over 20183.36 utterances.], libri_tot_loss[loss=0.2375, simple_loss=0.3117, pruned_loss=0.08165, over 2466658.15 frames. utt_duration=1207 frames, utt_pad_proportion=0.07407, over 8183.69 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3291, pruned_loss=0.09065, over 2474826.79 frames. utt_duration=468 frames, utt_pad_proportion=0.0729, over 21218.66 utterances.], batch size: 66, lr: 5.07e-04
2022-08-23 21:49:00,286 INFO [train.py:927] (6/8) Epoch 6, batch 25000, giga_loss[loss=0.2589, simple_loss=0.3388, pruned_loss=0.08953, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02773, over 66.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3298, pruned_loss=0.09129, over 2474547.40 frames. utt_duration=470.2 frames, utt_pad_proportion=0.08059, over 21118.37 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3118, pruned_loss=0.08183, over 2466822.27 frames. utt_duration=1207 frames, utt_pad_proportion=0.0735, over 8182.05 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3308, pruned_loss=0.09177, over 2475074.77 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07909, over 22109.57 utterances.], batch size: 66, lr: 5.07e-04
2022-08-23 21:50:45,561 INFO [train.py:927] (6/8) Epoch 6, batch 25050, giga_loss[loss=0.2415, simple_loss=0.3128, pruned_loss=0.08511, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.03211, over 86.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3319, pruned_loss=0.09381, over 2474984.85 frames. utt_duration=456 frames, utt_pad_proportion=0.08052, over 21779.53 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3123, pruned_loss=0.08222, over 2467258.25 frames. utt_duration=1212 frames, utt_pad_proportion=0.07155, over 8156.12 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3329, pruned_loss=0.09415, over 2475252.94 frames. utt_duration=431.7 frames, utt_pad_proportion=0.08008, over 23013.93 utterances.], batch size: 86, lr: 5.07e-04
2022-08-23 21:52:30,683 INFO [train.py:927] (6/8) Epoch 6, batch 25100, giga_loss[loss=0.2478, simple_loss=0.32, pruned_loss=0.08778, over 12374.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03507, over 80.00 utterances.], tot_loss[loss=0.2573, simple_loss=0.3292, pruned_loss=0.09269, over 2474318.03 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07763, over 20887.18 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3118, pruned_loss=0.08202, over 2467273.85 frames. utt_duration=1219 frames, utt_pad_proportion=0.06972, over 8104.48 utterances.], giga_tot_loss[loss=0.259, simple_loss=0.331, pruned_loss=0.0935, over 2474768.88 frames. utt_duration=444.4 frames, utt_pad_proportion=0.07812, over 22347.13 utterances.], batch size: 80, lr: 5.07e-04
2022-08-23 21:54:15,854 INFO [train.py:927] (6/8) Epoch 6, batch 25150, giga_loss[loss=0.3128, simple_loss=0.3685, pruned_loss=0.1286, over 12382.00 frames. utt_duration=234.1 frames, utt_pad_proportion=0.07854, over 213.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3295, pruned_loss=0.09339, over 2474614.08 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07395, over 21153.58 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.312, pruned_loss=0.08187, over 2467088.91 frames. utt_duration=1224 frames, utt_pad_proportion=0.06872, over 8071.64 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3311, pruned_loss=0.09435, over 2475271.13 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07487, over 22575.30 utterances.], batch size: 213, lr: 5.07e-04
2022-08-23 21:56:02,091 INFO [train.py:927] (6/8) Epoch 6, batch 25200, libri_loss[loss=0.1986, simple_loss=0.2591, pruned_loss=0.06905, over 12384.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009746, over 30.00 utterances.], tot_loss[loss=0.2594, simple_loss=0.3299, pruned_loss=0.09449, over 2474772.11 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07315, over 21410.50 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3117, pruned_loss=0.08181, over 2467137.47 frames. utt_duration=1226 frames, utt_pad_proportion=0.0685, over 8061.28 utterances.], giga_tot_loss[loss=0.2611, simple_loss=0.3315, pruned_loss=0.09536, over 2475275.88 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07399, over 22600.04 utterances.], batch size: 30, lr: 5.07e-04
2022-08-23 21:57:45,514 INFO [train.py:927] (6/8) Epoch 6, batch 25250, giga_loss[loss=0.2976, simple_loss=0.3587, pruned_loss=0.1182, over 12412.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06217, over 183.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3281, pruned_loss=0.0939, over 2475326.32 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07694, over 21715.49 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3116, pruned_loss=0.08184, over 2467186.85 frames. utt_duration=1227 frames, utt_pad_proportion=0.06785, over 8050.47 utterances.], giga_tot_loss[loss=0.2595, simple_loss=0.3296, pruned_loss=0.09473, over 2475779.81 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07765, over 22835.49 utterances.], batch size: 183, lr: 5.07e-04
2022-08-23 21:59:27,216 INFO [train.py:927] (6/8) Epoch 6, batch 25300, giga_loss[loss=0.2032, simple_loss=0.2737, pruned_loss=0.06636, over 12154.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.03361, over 30.00 utterances.], tot_loss[loss=0.259, simple_loss=0.3294, pruned_loss=0.09426, over 2474827.46 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07587, over 21711.43 utterances.], libri_tot_loss[loss=0.2379, simple_loss=0.3119, pruned_loss=0.08196, over 2467141.80 frames. utt_duration=1229 frames, utt_pad_proportion=0.06715, over 8041.74 utterances.], giga_tot_loss[loss=0.2603, simple_loss=0.3307, pruned_loss=0.09498, over 2475336.70 frames. utt_duration=435.9 frames, utt_pad_proportion=0.07672, over 22792.61 utterances.], batch size: 30, lr: 5.07e-04
2022-08-23 22:01:15,905 INFO [train.py:927] (6/8) Epoch 6, batch 25350, giga_loss[loss=0.2458, simple_loss=0.3449, pruned_loss=0.07329, over 12402.00 frames. utt_duration=753 frames, utt_pad_proportion=0.02593, over 66.00 utterances.], tot_loss[loss=0.26, simple_loss=0.331, pruned_loss=0.09453, over 2474740.14 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07711, over 21912.08 utterances.], libri_tot_loss[loss=0.2378, simple_loss=0.3118, pruned_loss=0.08189, over 2467106.17 frames. utt_duration=1233 frames, utt_pad_proportion=0.06635, over 8014.04 utterances.], giga_tot_loss[loss=0.2616, simple_loss=0.3324, pruned_loss=0.09538, over 2475346.17 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07804, over 23048.44 utterances.], batch size: 66, lr: 5.06e-04
2022-08-23 22:02:58,464 INFO [train.py:927] (6/8) Epoch 6, batch 25400, giga_loss[loss=0.3502, simple_loss=0.3885, pruned_loss=0.1559, over 12387.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.2581, simple_loss=0.3315, pruned_loss=0.09235, over 2474087.42 frames. utt_duration=465.8 frames, utt_pad_proportion=0.07794, over 21313.06 utterances.], libri_tot_loss[loss=0.2376, simple_loss=0.3117, pruned_loss=0.0818, over 2466915.03 frames. utt_duration=1233 frames, utt_pad_proportion=0.06601, over 8012.89 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3331, pruned_loss=0.09334, over 2474899.95 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07884, over 22510.25 utterances.], batch size: 257, lr: 5.06e-04
2022-08-23 22:04:44,152 INFO [train.py:927] (6/8) Epoch 6, batch 25450, giga_loss[loss=0.3484, simple_loss=0.3907, pruned_loss=0.153, over 12352.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.3346, pruned_loss=0.0951, over 2473912.34 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07725, over 21290.14 utterances.], libri_tot_loss[loss=0.2377, simple_loss=0.3117, pruned_loss=0.08189, over 2466889.45 frames. utt_duration=1235 frames, utt_pad_proportion=0.06605, over 7999.83 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.336, pruned_loss=0.09586, over 2474602.90 frames. utt_duration=445.4 frames, utt_pad_proportion=0.078, over 22299.46 utterances.], batch size: 258, lr: 5.06e-04
2022-08-23 22:06:25,951 INFO [train.py:927] (6/8) Epoch 6, batch 25500, giga_loss[loss=0.2623, simple_loss=0.3321, pruned_loss=0.09623, over 12304.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02722, over 45.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3346, pruned_loss=0.09552, over 2473472.62 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07593, over 20783.43 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3126, pruned_loss=0.08235, over 2466741.02 frames. utt_duration=1228 frames, utt_pad_proportion=0.06893, over 8045.08 utterances.], giga_tot_loss[loss=0.2638, simple_loss=0.3354, pruned_loss=0.09607, over 2474326.63 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07564, over 21899.06 utterances.], batch size: 45, lr: 5.06e-04
2022-08-23 22:08:09,811 INFO [train.py:927] (6/8) Epoch 6, batch 25550, libri_loss[loss=0.3116, simple_loss=0.3738, pruned_loss=0.1247, over 12415.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.3625, over 122.00 utterances.], tot_loss[loss=0.2611, simple_loss=0.3343, pruned_loss=0.09397, over 2474029.26 frames. utt_duration=481.5 frames, utt_pad_proportion=0.0739, over 20616.60 utterances.], libri_tot_loss[loss=0.2393, simple_loss=0.3132, pruned_loss=0.08271, over 2467277.77 frames. utt_duration=1217 frames, utt_pad_proportion=0.07233, over 8121.95 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.335, pruned_loss=0.09435, over 2474371.58 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07248, over 21726.06 utterances.], batch size: 122, lr: 5.06e-04
2022-08-23 22:09:51,729 INFO [train.py:927] (6/8) Epoch 6, batch 25600, libri_loss[loss=0.2385, simple_loss=0.3138, pruned_loss=0.08156, over 12403.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00698, over 31.00 utterances.], tot_loss[loss=0.2606, simple_loss=0.3344, pruned_loss=0.09343, over 2474081.88 frames. utt_duration=496.9 frames, utt_pad_proportion=0.07047, over 19976.83 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3132, pruned_loss=0.08264, over 2467707.80 frames. utt_duration=1218 frames, utt_pad_proportion=0.07071, over 8114.51 utterances.], giga_tot_loss[loss=0.2621, simple_loss=0.3357, pruned_loss=0.09421, over 2474202.88 frames. utt_duration=465.3 frames, utt_pad_proportion=0.0701, over 21337.93 utterances.], batch size: 31, lr: 5.06e-04
2022-08-23 22:11:34,549 INFO [train.py:927] (6/8) Epoch 6, batch 25650, giga_loss[loss=0.237, simple_loss=0.3155, pruned_loss=0.07919, over 12460.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03611, over 105.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3336, pruned_loss=0.09322, over 2474001.25 frames. utt_duration=490.8 frames, utt_pad_proportion=0.06681, over 20226.53 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3126, pruned_loss=0.08228, over 2467521.42 frames. utt_duration=1224 frames, utt_pad_proportion=0.06954, over 8072.05 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3356, pruned_loss=0.09438, over 2474395.60 frames. utt_duration=459.6 frames, utt_pad_proportion=0.0671, over 21605.85 utterances.], batch size: 105, lr: 5.06e-04
2022-08-23 22:13:22,344 INFO [train.py:927] (6/8) Epoch 6, batch 25700, giga_loss[loss=0.2387, simple_loss=0.3068, pruned_loss=0.08528, over 12432.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0481, over 34.00 utterances.], tot_loss[loss=0.26, simple_loss=0.3327, pruned_loss=0.09362, over 2474776.01 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07075, over 20988.05 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3125, pruned_loss=0.08195, over 2467598.21 frames. utt_duration=1223 frames, utt_pad_proportion=0.06927, over 8083.32 utterances.], giga_tot_loss[loss=0.2628, simple_loss=0.3351, pruned_loss=0.09523, over 2475247.82 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07086, over 22502.86 utterances.], batch size: 34, lr: 5.06e-04
2022-08-23 22:15:09,473 INFO [train.py:927] (6/8) Epoch 6, batch 25750, giga_loss[loss=0.2963, simple_loss=0.3414, pruned_loss=0.1256, over 12367.00 frames. utt_duration=133 frames, utt_pad_proportion=0.2179, over 376.00 utterances.], tot_loss[loss=0.2583, simple_loss=0.3304, pruned_loss=0.0931, over 2474602.26 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07388, over 21456.89 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3124, pruned_loss=0.08201, over 2467594.35 frames. utt_duration=1221 frames, utt_pad_proportion=0.06919, over 8091.32 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3327, pruned_loss=0.09453, over 2475111.84 frames. utt_duration=434.2 frames, utt_pad_proportion=0.07378, over 22878.36 utterances.], batch size: 376, lr: 5.06e-04
2022-08-23 22:16:51,671 INFO [train.py:927] (6/8) Epoch 6, batch 25800, giga_loss[loss=0.2084, simple_loss=0.2892, pruned_loss=0.06377, over 12342.00 frames. utt_duration=969.5 frames, utt_pad_proportion=0.03239, over 51.00 utterances.], tot_loss[loss=0.2565, simple_loss=0.3283, pruned_loss=0.09231, over 2474892.26 frames. utt_duration=462.3 frames, utt_pad_proportion=0.0738, over 21484.20 utterances.], libri_tot_loss[loss=0.2382, simple_loss=0.3124, pruned_loss=0.08201, over 2467630.18 frames. utt_duration=1214 frames, utt_pad_proportion=0.07134, over 8141.48 utterances.], giga_tot_loss[loss=0.2592, simple_loss=0.3308, pruned_loss=0.09379, over 2475492.14 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07307, over 23011.45 utterances.], batch size: 51, lr: 5.06e-04
2022-08-23 22:18:33,820 INFO [train.py:927] (6/8) Epoch 6, batch 25850, giga_loss[loss=0.2463, simple_loss=0.3182, pruned_loss=0.08718, over 12418.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03192, over 80.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3246, pruned_loss=0.08863, over 2475213.75 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07651, over 21814.90 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3127, pruned_loss=0.08211, over 2467642.20 frames. utt_duration=1205 frames, utt_pad_proportion=0.07425, over 8200.94 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3265, pruned_loss=0.08986, over 2475829.52 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07491, over 23231.12 utterances.], batch size: 80, lr: 5.06e-04
2022-08-23 22:20:23,692 INFO [train.py:927] (6/8) Epoch 6, batch 25900, giga_loss[loss=0.2169, simple_loss=0.2883, pruned_loss=0.07279, over 12467.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03449, over 43.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3228, pruned_loss=0.08723, over 2474426.37 frames. utt_duration=467.9 frames, utt_pad_proportion=0.07583, over 21221.34 utterances.], libri_tot_loss[loss=0.2384, simple_loss=0.3131, pruned_loss=0.08179, over 2467282.06 frames. utt_duration=1208 frames, utt_pad_proportion=0.073, over 8182.71 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3242, pruned_loss=0.08871, over 2475499.84 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07499, over 22802.94 utterances.], batch size: 43, lr: 5.06e-04
2022-08-23 22:22:07,520 INFO [train.py:927] (6/8) Epoch 6, batch 25950, giga_loss[loss=0.2714, simple_loss=0.3408, pruned_loss=0.101, over 12414.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04334, over 146.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3225, pruned_loss=0.08732, over 2474449.33 frames. utt_duration=474.9 frames, utt_pad_proportion=0.07301, over 20907.88 utterances.], libri_tot_loss[loss=0.2381, simple_loss=0.3129, pruned_loss=0.08168, over 2467233.77 frames. utt_duration=1211 frames, utt_pad_proportion=0.07253, over 8159.94 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.324, pruned_loss=0.08864, over 2475407.10 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07266, over 22293.20 utterances.], batch size: 146, lr: 5.06e-04
2022-08-23 22:23:50,438 INFO [train.py:927] (6/8) Epoch 6, batch 26000, giga_loss[loss=0.2346, simple_loss=0.3158, pruned_loss=0.07675, over 12399.00 frames. utt_duration=974.1 frames, utt_pad_proportion=0.0288, over 51.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3235, pruned_loss=0.08791, over 2474587.29 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07768, over 20960.74 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3132, pruned_loss=0.08208, over 2467109.51 frames. utt_duration=1215 frames, utt_pad_proportion=0.07077, over 8134.54 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3248, pruned_loss=0.08881, over 2475707.79 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07771, over 22496.72 utterances.], batch size: 51, lr: 5.05e-04
2022-08-23 22:25:34,471 INFO [train.py:927] (6/8) Epoch 6, batch 26050, giga_loss[loss=0.2346, simple_loss=0.311, pruned_loss=0.07907, over 12358.00 frames. utt_duration=750.6 frames, utt_pad_proportion=0.02649, over 66.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3232, pruned_loss=0.08839, over 2474149.27 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07839, over 21099.77 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3133, pruned_loss=0.0821, over 2467082.62 frames. utt_duration=1210 frames, utt_pad_proportion=0.07135, over 8168.17 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3242, pruned_loss=0.08918, over 2475160.24 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07827, over 22468.81 utterances.], batch size: 66, lr: 5.05e-04
2022-08-23 22:27:18,730 INFO [train.py:927] (6/8) Epoch 6, batch 26100, giga_loss[loss=0.2711, simple_loss=0.3251, pruned_loss=0.1086, over 12364.00 frames. utt_duration=134.4 frames, utt_pad_proportion=0.2096, over 372.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3256, pruned_loss=0.09022, over 2473992.53 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07894, over 21291.19 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3132, pruned_loss=0.08202, over 2467277.79 frames. utt_duration=1204 frames, utt_pad_proportion=0.0716, over 8210.42 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3267, pruned_loss=0.09103, over 2474744.99 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07878, over 22560.05 utterances.], batch size: 372, lr: 5.05e-04
2022-08-23 22:29:05,265 INFO [train.py:927] (6/8) Epoch 6, batch 26150, giga_loss[loss=0.2846, simple_loss=0.3438, pruned_loss=0.1127, over 12364.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04091, over 113.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3267, pruned_loss=0.09141, over 2473953.56 frames. utt_duration=464.2 frames, utt_pad_proportion=0.08119, over 21386.55 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.313, pruned_loss=0.08208, over 2467333.54 frames. utt_duration=1197 frames, utt_pad_proportion=0.07493, over 8254.79 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3281, pruned_loss=0.09225, over 2474678.27 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08006, over 22663.41 utterances.], batch size: 113, lr: 5.05e-04
2022-08-23 22:30:55,428 INFO [train.py:927] (6/8) Epoch 6, batch 26200, giga_loss[loss=0.3009, simple_loss=0.3577, pruned_loss=0.122, over 12393.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.3286, pruned_loss=0.09193, over 2474392.87 frames. utt_duration=457.4 frames, utt_pad_proportion=0.08264, over 21708.59 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3132, pruned_loss=0.08199, over 2467601.28 frames. utt_duration=1199 frames, utt_pad_proportion=0.0738, over 8240.84 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3297, pruned_loss=0.09285, over 2474861.44 frames. utt_duration=432.5 frames, utt_pad_proportion=0.08208, over 22967.60 utterances.], batch size: 257, lr: 5.05e-04
2022-08-23 22:32:41,799 INFO [train.py:927] (6/8) Epoch 6, batch 26250, giga_loss[loss=0.2368, simple_loss=0.3201, pruned_loss=0.07672, over 12365.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.03995, over 145.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3284, pruned_loss=0.0919, over 2474435.42 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08164, over 21996.84 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3135, pruned_loss=0.08207, over 2467671.48 frames. utt_duration=1201 frames, utt_pad_proportion=0.07323, over 8228.47 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3292, pruned_loss=0.09265, over 2474797.79 frames. utt_duration=429.5 frames, utt_pad_proportion=0.08147, over 23124.16 utterances.], batch size: 145, lr: 5.05e-04
2022-08-23 22:34:29,009 INFO [train.py:927] (6/8) Epoch 6, batch 26300, giga_loss[loss=0.2786, simple_loss=0.3443, pruned_loss=0.1065, over 12396.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05417, over 162.00 utterances.], tot_loss[loss=0.256, simple_loss=0.3278, pruned_loss=0.09206, over 2474821.54 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08144, over 22706.71 utterances.], libri_tot_loss[loss=0.2386, simple_loss=0.3133, pruned_loss=0.08201, over 2467617.23 frames. utt_duration=1203 frames, utt_pad_proportion=0.07269, over 8215.19 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3288, pruned_loss=0.09277, over 2475215.77 frames. utt_duration=418.9 frames, utt_pad_proportion=0.08148, over 23719.42 utterances.], batch size: 162, lr: 5.05e-04
2022-08-23 22:36:10,966 INFO [train.py:927] (6/8) Epoch 6, batch 26350, libri_loss[loss=0.2229, simple_loss=0.3038, pruned_loss=0.07101, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01177, over 40.00 utterances.], tot_loss[loss=0.2553, simple_loss=0.3268, pruned_loss=0.09192, over 2475223.36 frames. utt_duration=451.1 frames, utt_pad_proportion=0.08134, over 22018.21 utterances.], libri_tot_loss[loss=0.2388, simple_loss=0.3134, pruned_loss=0.08209, over 2467989.25 frames. utt_duration=1202 frames, utt_pad_proportion=0.07206, over 8223.87 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3278, pruned_loss=0.09267, over 2475346.57 frames. utt_duration=429.4 frames, utt_pad_proportion=0.08162, over 23135.68 utterances.], batch size: 40, lr: 5.05e-04
2022-08-23 22:37:55,349 INFO [train.py:927] (6/8) Epoch 6, batch 26400, libri_loss[loss=0.2693, simple_loss=0.333, pruned_loss=0.1028, over 12308.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00567, over 35.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3266, pruned_loss=0.09164, over 2474824.91 frames. utt_duration=455.8 frames, utt_pad_proportion=0.07686, over 21789.28 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.3135, pruned_loss=0.08219, over 2468084.72 frames. utt_duration=1204 frames, utt_pad_proportion=0.07149, over 8211.66 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3274, pruned_loss=0.09222, over 2474898.04 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07748, over 22814.58 utterances.], batch size: 35, lr: 5.05e-04
2022-08-23 22:39:37,353 INFO [train.py:927] (6/8) Epoch 6, batch 26450, giga_loss[loss=0.2501, simple_loss=0.3311, pruned_loss=0.08449, over 12444.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03204, over 75.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3277, pruned_loss=0.09271, over 2475058.40 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07589, over 21840.39 utterances.], libri_tot_loss[loss=0.2391, simple_loss=0.3136, pruned_loss=0.08232, over 2467830.19 frames. utt_duration=1207 frames, utt_pad_proportion=0.07069, over 8190.62 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3284, pruned_loss=0.09317, over 2475420.72 frames. utt_duration=435 frames, utt_pad_proportion=0.07667, over 22839.96 utterances.], batch size: 75, lr: 5.05e-04
2022-08-23 22:41:22,379 INFO [train.py:927] (6/8) Epoch 6, batch 26500, giga_loss[loss=0.2302, simple_loss=0.3145, pruned_loss=0.0729, over 12318.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03546, over 58.00 utterances.], tot_loss[loss=0.2569, simple_loss=0.3278, pruned_loss=0.09296, over 2474976.79 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07473, over 21435.52 utterances.], libri_tot_loss[loss=0.2392, simple_loss=0.3139, pruned_loss=0.08224, over 2467915.01 frames. utt_duration=1210 frames, utt_pad_proportion=0.06971, over 8171.00 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3283, pruned_loss=0.09359, over 2475305.18 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07574, over 22483.94 utterances.], batch size: 58, lr: 5.05e-04
2022-08-23 22:43:11,184 INFO [train.py:927] (6/8) Epoch 6, batch 26550, giga_loss[loss=0.3837, simple_loss=0.4077, pruned_loss=0.1799, over 12399.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3273, pruned_loss=0.09199, over 2475559.04 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07104, over 20771.76 utterances.], libri_tot_loss[loss=0.2389, simple_loss=0.314, pruned_loss=0.08188, over 2468041.97 frames. utt_duration=1218 frames, utt_pad_proportion=0.06773, over 8116.22 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3281, pruned_loss=0.09321, over 2475977.11 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07278, over 22156.28 utterances.], batch size: 259, lr: 5.05e-04
2022-08-23 22:44:51,855 INFO [train.py:927] (6/8) Epoch 6, batch 26600, giga_loss[loss=0.2531, simple_loss=0.3271, pruned_loss=0.08955, over 12407.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03923, over 133.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3269, pruned_loss=0.09135, over 2474749.04 frames. utt_duration=487.5 frames, utt_pad_proportion=0.07211, over 20367.38 utterances.], libri_tot_loss[loss=0.2387, simple_loss=0.3138, pruned_loss=0.08185, over 2467674.54 frames. utt_duration=1197 frames, utt_pad_proportion=0.07553, over 8255.78 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3281, pruned_loss=0.09263, over 2475653.66 frames. utt_duration=456.9 frames, utt_pad_proportion=0.07053, over 21744.94 utterances.], batch size: 133, lr: 5.04e-04
2022-08-23 22:46:30,455 INFO [train.py:927] (6/8) Epoch 6, batch 26650, giga_loss[loss=0.23, simple_loss=0.3107, pruned_loss=0.0747, over 12318.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02866, over 74.00 utterances.], tot_loss[loss=0.2571, simple_loss=0.3285, pruned_loss=0.09282, over 2474640.82 frames. utt_duration=473 frames, utt_pad_proportion=0.07698, over 20992.90 utterances.], libri_tot_loss[loss=0.24, simple_loss=0.3149, pruned_loss=0.08252, over 2467874.90 frames. utt_duration=1154 frames, utt_pad_proportion=0.08717, over 8562.47 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3291, pruned_loss=0.09365, over 2475463.19 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07128, over 22328.41 utterances.], batch size: 74, lr: 5.04e-04
2022-08-23 22:47:16,291 INFO [train.py:844] (6/8) libri reaches end of dataloader
2022-08-23 22:49:46,866 INFO [train.py:927] (6/8) Epoch 7, batch 50, giga_loss[loss=0.1982, simple_loss=0.2871, pruned_loss=0.05458, over 12307.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.042, over 26.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3237, pruned_loss=0.07645, over 548535.40 frames. utt_duration=546.3 frames, utt_pad_proportion=0.07258, over 4027.39 utterances.], libri_tot_loss[loss=0.226, simple_loss=0.3094, pruned_loss=0.0713, over 49225.93 frames. utt_duration=1281 frames, utt_pad_proportion=0.01924, over 153.92 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3249, pruned_loss=0.07689, over 509445.29 frames. utt_duration=521.6 frames, utt_pad_proportion=0.07421, over 3918.37 utterances.], batch size: 26, lr: 4.94e-04
2022-08-23 22:51:30,288 INFO [train.py:927] (6/8) Epoch 7, batch 100, libri_loss[loss=0.2175, simple_loss=0.3134, pruned_loss=0.06076, over 12451.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009593, over 39.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.303, pruned_loss=0.06767, over 975496.73 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06476, over 7013.84 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3028, pruned_loss=0.06393, over 132693.38 frames. utt_duration=1200 frames, utt_pad_proportion=0.04004, over 443.01 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3034, pruned_loss=0.06836, over 890600.66 frames. utt_duration=522.7 frames, utt_pad_proportion=0.06618, over 6834.67 utterances.], batch size: 39, lr: 4.94e-04
2022-08-23 22:53:13,946 INFO [train.py:927] (6/8) Epoch 7, batch 150, giga_loss[loss=0.1671, simple_loss=0.2464, pruned_loss=0.04391, over 12278.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02929, over 45.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2867, pruned_loss=0.06082, over 1307580.88 frames. utt_duration=580.9 frames, utt_pad_proportion=0.06184, over 9026.81 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3021, pruned_loss=0.06348, over 167428.37 frames. utt_duration=1242 frames, utt_pad_proportion=0.03376, over 539.87 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2857, pruned_loss=0.06084, over 1223032.76 frames. utt_duration=551.1 frames, utt_pad_proportion=0.0632, over 8900.74 utterances.], batch size: 45, lr: 4.94e-04
2022-08-23 22:54:52,618 INFO [train.py:927] (6/8) Epoch 7, batch 200, giga_loss[loss=0.1812, simple_loss=0.2642, pruned_loss=0.04911, over 12379.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03105, over 62.00 utterances.], tot_loss[loss=0.1966, simple_loss=0.279, pruned_loss=0.05712, over 1566205.69 frames. utt_duration=574.1 frames, utt_pad_proportion=0.06497, over 10940.07 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3055, pruned_loss=0.06278, over 268896.80 frames. utt_duration=1315 frames, utt_pad_proportion=0.02424, over 818.89 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.276, pruned_loss=0.0567, over 1455759.44 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06743, over 10987.52 utterances.], batch size: 62, lr: 4.94e-04
2022-08-23 22:56:32,452 INFO [train.py:927] (6/8) Epoch 7, batch 250, giga_loss[loss=0.1818, simple_loss=0.2598, pruned_loss=0.05189, over 12366.00 frames. utt_duration=342.7 frames, utt_pad_proportion=0.03995, over 145.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2726, pruned_loss=0.0551, over 1767317.43 frames. utt_duration=572.9 frames, utt_pad_proportion=0.05979, over 12371.94 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3054, pruned_loss=0.06272, over 312711.75 frames. utt_duration=1317 frames, utt_pad_proportion=0.02212, over 950.55 utterances.], giga_tot_loss[loss=0.1891, simple_loss=0.2693, pruned_loss=0.05451, over 1665245.37 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06211, over 12491.87 utterances.], batch size: 145, lr: 4.93e-04
2022-08-23 22:58:15,062 INFO [train.py:927] (6/8) Epoch 7, batch 300, giga_loss[loss=0.1796, simple_loss=0.2529, pruned_loss=0.0531, over 12421.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04389, over 31.00 utterances.], tot_loss[loss=0.1875, simple_loss=0.2683, pruned_loss=0.05336, over 1923899.26 frames. utt_duration=558.6 frames, utt_pad_proportion=0.0586, over 13814.96 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3046, pruned_loss=0.06395, over 355379.23 frames. utt_duration=1310 frames, utt_pad_proportion=0.0265, over 1086.60 utterances.], giga_tot_loss[loss=0.1849, simple_loss=0.265, pruned_loss=0.05242, over 1831913.10 frames. utt_duration=525 frames, utt_pad_proportion=0.0603, over 13997.38 utterances.], batch size: 31, lr: 4.93e-04
2022-08-23 22:59:55,840 INFO [train.py:927] (6/8) Epoch 7, batch 350, giga_loss[loss=0.1746, simple_loss=0.2509, pruned_loss=0.04917, over 12292.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0285, over 45.00 utterances.], tot_loss[loss=0.186, simple_loss=0.2658, pruned_loss=0.05308, over 2045723.67 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06243, over 14789.09 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3039, pruned_loss=0.06487, over 438364.06 frames. utt_duration=1331 frames, utt_pad_proportion=0.02314, over 1318.90 utterances.], giga_tot_loss[loss=0.1825, simple_loss=0.2616, pruned_loss=0.05168, over 1953964.39 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06453, over 15213.25 utterances.], batch size: 45, lr: 4.93e-04
2022-08-23 23:01:39,477 INFO [train.py:927] (6/8) Epoch 7, batch 400, giga_loss[loss=0.1423, simple_loss=0.2287, pruned_loss=0.02796, over 12456.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.2625, pruned_loss=0.05151, over 2140868.56 frames. utt_duration=543.7 frames, utt_pad_proportion=0.06259, over 15793.99 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3046, pruned_loss=0.06515, over 478324.92 frames. utt_duration=1314 frames, utt_pad_proportion=0.02663, over 1457.57 utterances.], giga_tot_loss[loss=0.1792, simple_loss=0.2582, pruned_loss=0.05009, over 2061637.17 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06419, over 16240.55 utterances.], batch size: 75, lr: 4.93e-04
2022-08-23 23:03:18,665 INFO [train.py:927] (6/8) Epoch 7, batch 450, giga_loss[loss=0.1697, simple_loss=0.2464, pruned_loss=0.04651, over 12325.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03098, over 85.00 utterances.], tot_loss[loss=0.1798, simple_loss=0.2593, pruned_loss=0.05016, over 2214447.87 frames. utt_duration=558.7 frames, utt_pad_proportion=0.0615, over 15896.48 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3023, pruned_loss=0.06447, over 547031.80 frames. utt_duration=1319 frames, utt_pad_proportion=0.02647, over 1660.48 utterances.], giga_tot_loss[loss=0.1761, simple_loss=0.2549, pruned_loss=0.04865, over 2141408.97 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06334, over 16522.36 utterances.], batch size: 85, lr: 4.93e-04
2022-08-23 23:05:02,259 INFO [train.py:927] (6/8) Epoch 7, batch 500, giga_loss[loss=0.1581, simple_loss=0.2399, pruned_loss=0.0381, over 12281.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.03718, over 51.00 utterances.], tot_loss[loss=0.183, simple_loss=0.2624, pruned_loss=0.05182, over 2271878.56 frames. utt_duration=567.4 frames, utt_pad_proportion=0.06013, over 16059.11 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2993, pruned_loss=0.06345, over 584939.08 frames. utt_duration=1342 frames, utt_pad_proportion=0.0258, over 1745.63 utterances.], giga_tot_loss[loss=0.1801, simple_loss=0.2589, pruned_loss=0.05066, over 2210073.12 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06189, over 16724.63 utterances.], batch size: 51, lr: 4.93e-04
2022-08-23 23:06:43,631 INFO [train.py:927] (6/8) Epoch 7, batch 550, giga_loss[loss=0.2618, simple_loss=0.3438, pruned_loss=0.08994, over 12362.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04043, over 145.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2771, pruned_loss=0.05916, over 2316311.92 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06098, over 16393.67 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3021, pruned_loss=0.06485, over 640880.08 frames. utt_duration=1280 frames, utt_pad_proportion=0.04285, over 2005.01 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2731, pruned_loss=0.05782, over 2261926.91 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06114, over 17079.77 utterances.], batch size: 145, lr: 4.93e-04
2022-08-23 23:08:28,496 INFO [train.py:927] (6/8) Epoch 7, batch 600, giga_loss[loss=0.2084, simple_loss=0.2996, pruned_loss=0.05856, over 12444.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03616, over 86.00 utterances.], tot_loss[loss=0.204, simple_loss=0.285, pruned_loss=0.06151, over 2351385.92 frames. utt_duration=554.2 frames, utt_pad_proportion=0.06357, over 17016.65 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3017, pruned_loss=0.06444, over 659123.05 frames. utt_duration=1291 frames, utt_pad_proportion=0.04231, over 2043.88 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.282, pruned_loss=0.0606, over 2307431.52 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06372, over 17655.95 utterances.], batch size: 86, lr: 4.93e-04
2022-08-23 23:10:09,983 INFO [train.py:927] (6/8) Epoch 7, batch 650, libri_loss[loss=0.2248, simple_loss=0.3129, pruned_loss=0.06839, over 12432.00 frames. utt_duration=766.8 frames, utt_pad_proportion=0.1276, over 65.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.2893, pruned_loss=0.06278, over 2378806.02 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06479, over 17353.82 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3014, pruned_loss=0.06476, over 704214.02 frames. utt_duration=1243 frames, utt_pad_proportion=0.05863, over 2268.86 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2867, pruned_loss=0.06194, over 2341141.33 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06313, over 18009.98 utterances.], batch size: 65, lr: 4.93e-04
2022-08-23 23:11:52,480 INFO [train.py:927] (6/8) Epoch 7, batch 700, giga_loss[loss=0.2491, simple_loss=0.3234, pruned_loss=0.08735, over 12427.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06124, over 183.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2942, pruned_loss=0.0658, over 2399417.89 frames. utt_duration=545.7 frames, utt_pad_proportion=0.0669, over 17635.31 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3015, pruned_loss=0.06486, over 739155.99 frames. utt_duration=1247 frames, utt_pad_proportion=0.05605, over 2373.71 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.292, pruned_loss=0.06514, over 2368168.60 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06589, over 18334.55 utterances.], batch size: 183, lr: 4.93e-04
2022-08-23 23:13:36,756 INFO [train.py:927] (6/8) Epoch 7, batch 750, giga_loss[loss=0.2344, simple_loss=0.3161, pruned_loss=0.07631, over 12453.00 frames. utt_duration=580.8 frames, utt_pad_proportion=0.03517, over 86.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.299, pruned_loss=0.06796, over 2416322.10 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07116, over 18503.49 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3017, pruned_loss=0.06471, over 747590.21 frames. utt_duration=1251 frames, utt_pad_proportion=0.05536, over 2393.84 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2973, pruned_loss=0.06754, over 2391816.50 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07039, over 19108.41 utterances.], batch size: 86, lr: 4.93e-04
2022-08-23 23:15:18,708 INFO [train.py:927] (6/8) Epoch 7, batch 800, libri_loss[loss=0.2135, simple_loss=0.2937, pruned_loss=0.06659, over 12453.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005148, over 35.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3022, pruned_loss=0.0683, over 2429131.54 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06813, over 17560.23 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3033, pruned_loss=0.06501, over 799021.55 frames. utt_duration=1255 frames, utt_pad_proportion=0.0519, over 2548.96 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3004, pruned_loss=0.06798, over 2407833.67 frames. utt_duration=526.7 frames, utt_pad_proportion=0.0682, over 18337.14 utterances.], batch size: 35, lr: 4.93e-04
2022-08-23 23:17:00,995 INFO [train.py:927] (6/8) Epoch 7, batch 850, giga_loss[loss=0.2371, simple_loss=0.3224, pruned_loss=0.07586, over 12351.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03255, over 97.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3032, pruned_loss=0.06758, over 2438816.06 frames. utt_duration=559.3 frames, utt_pad_proportion=0.06758, over 17489.91 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3035, pruned_loss=0.06579, over 831791.53 frames. utt_duration=1262 frames, utt_pad_proportion=0.04953, over 2639.28 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3018, pruned_loss=0.06712, over 2421633.98 frames. utt_duration=531 frames, utt_pad_proportion=0.06806, over 18292.70 utterances.], batch size: 97, lr: 4.93e-04
2022-08-23 23:18:45,245 INFO [train.py:927] (6/8) Epoch 7, batch 900, giga_loss[loss=0.2173, simple_loss=0.3002, pruned_loss=0.0672, over 12219.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03319, over 45.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3031, pruned_loss=0.06757, over 2446174.81 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06345, over 16857.72 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3003, pruned_loss=0.06439, over 888226.73 frames. utt_duration=1284 frames, utt_pad_proportion=0.04692, over 2771.04 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.303, pruned_loss=0.0677, over 2431492.74 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06458, over 17837.79 utterances.], batch size: 45, lr: 4.92e-04
2022-08-23 23:20:25,513 INFO [train.py:927] (6/8) Epoch 7, batch 950, giga_loss[loss=0.2064, simple_loss=0.2949, pruned_loss=0.05891, over 12346.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04453, over 31.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3058, pruned_loss=0.07061, over 2452136.57 frames. utt_duration=588.7 frames, utt_pad_proportion=0.06325, over 16704.99 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3009, pruned_loss=0.06459, over 942849.24 frames. utt_duration=1288 frames, utt_pad_proportion=0.04404, over 2931.90 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.3056, pruned_loss=0.07082, over 2439562.12 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06484, over 17793.50 utterances.], batch size: 31, lr: 4.92e-04
2022-08-23 23:22:09,665 INFO [train.py:927] (6/8) Epoch 7, batch 1000, giga_loss[loss=0.2145, simple_loss=0.3024, pruned_loss=0.06324, over 12290.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.02582, over 54.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.305, pruned_loss=0.07087, over 2456511.00 frames. utt_duration=617.7 frames, utt_pad_proportion=0.06356, over 15945.35 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3016, pruned_loss=0.06513, over 973371.87 frames. utt_duration=1226 frames, utt_pad_proportion=0.06496, over 3179.60 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3047, pruned_loss=0.07095, over 2446051.98 frames. utt_duration=583 frames, utt_pad_proportion=0.06163, over 16825.09 utterances.], batch size: 54, lr: 4.92e-04
2022-08-23 23:23:52,918 INFO [train.py:927] (6/8) Epoch 7, batch 1050, giga_loss[loss=0.2213, simple_loss=0.3047, pruned_loss=0.06888, over 12445.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04263, over 34.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3043, pruned_loss=0.07097, over 2460023.21 frames. utt_duration=606 frames, utt_pad_proportion=0.0698, over 16277.66 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3005, pruned_loss=0.06444, over 1018049.26 frames. utt_duration=1212 frames, utt_pad_proportion=0.07, over 3362.76 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3045, pruned_loss=0.07144, over 2451016.32 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06709, over 17159.75 utterances.], batch size: 34, lr: 4.92e-04
2022-08-23 23:25:35,708 INFO [train.py:927] (6/8) Epoch 7, batch 1100, giga_loss[loss=0.2088, simple_loss=0.288, pruned_loss=0.06481, over 12361.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02866, over 91.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3031, pruned_loss=0.07014, over 2462937.17 frames. utt_duration=586.1 frames, utt_pad_proportion=0.06895, over 16851.65 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2994, pruned_loss=0.06391, over 1060967.10 frames. utt_duration=1231 frames, utt_pad_proportion=0.06655, over 3451.86 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3037, pruned_loss=0.07087, over 2455556.14 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06753, over 17822.31 utterances.], batch size: 91, lr: 4.92e-04
2022-08-23 23:27:20,055 INFO [train.py:927] (6/8) Epoch 7, batch 1150, giga_loss[loss=0.1991, simple_loss=0.2904, pruned_loss=0.05386, over 12361.00 frames. utt_duration=799 frames, utt_pad_proportion=0.0315, over 62.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2998, pruned_loss=0.06827, over 2465907.70 frames. utt_duration=581 frames, utt_pad_proportion=0.06717, over 17021.63 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2999, pruned_loss=0.06386, over 1095738.61 frames. utt_duration=1229 frames, utt_pad_proportion=0.06531, over 3570.38 utterances.], giga_tot_loss[loss=0.2191, simple_loss=0.3002, pruned_loss=0.06898, over 2460003.31 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06638, over 17983.33 utterances.], batch size: 62, lr: 4.92e-04
2022-08-23 23:29:05,949 INFO [train.py:927] (6/8) Epoch 7, batch 1200, giga_loss[loss=0.183, simple_loss=0.2662, pruned_loss=0.04986, over 12370.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.03077, over 62.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2968, pruned_loss=0.06747, over 2467552.85 frames. utt_duration=548.7 frames, utt_pad_proportion=0.07066, over 18037.86 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3006, pruned_loss=0.06421, over 1109594.62 frames. utt_duration=1228 frames, utt_pad_proportion=0.06437, over 3619.54 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2968, pruned_loss=0.06792, over 2462741.32 frames. utt_duration=523.2 frames, utt_pad_proportion=0.07012, over 18883.43 utterances.], batch size: 62, lr: 4.92e-04
2022-08-23 23:30:48,412 INFO [train.py:927] (6/8) Epoch 7, batch 1250, giga_loss[loss=0.1952, simple_loss=0.2821, pruned_loss=0.05418, over 12438.00 frames. utt_duration=665 frames, utt_pad_proportion=0.03061, over 75.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2961, pruned_loss=0.06707, over 2468356.17 frames. utt_duration=551.3 frames, utt_pad_proportion=0.07165, over 17958.26 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3002, pruned_loss=0.06399, over 1143104.28 frames. utt_duration=1208 frames, utt_pad_proportion=0.073, over 3788.39 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2961, pruned_loss=0.06759, over 2464602.82 frames. utt_duration=525.7 frames, utt_pad_proportion=0.06981, over 18807.62 utterances.], batch size: 75, lr: 4.92e-04
2022-08-23 23:32:31,098 INFO [train.py:927] (6/8) Epoch 7, batch 1300, giga_loss[loss=0.2216, simple_loss=0.2919, pruned_loss=0.07568, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03023, over 39.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2939, pruned_loss=0.06623, over 2468916.80 frames. utt_duration=559.6 frames, utt_pad_proportion=0.06951, over 17695.29 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2992, pruned_loss=0.06367, over 1188553.70 frames. utt_duration=1225 frames, utt_pad_proportion=0.06916, over 3886.36 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2942, pruned_loss=0.06688, over 2466132.54 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06888, over 18748.91 utterances.], batch size: 39, lr: 4.92e-04
2022-08-23 23:34:12,453 INFO [train.py:927] (6/8) Epoch 7, batch 1350, giga_loss[loss=0.1779, simple_loss=0.2584, pruned_loss=0.04867, over 12398.00 frames. utt_duration=974.1 frames, utt_pad_proportion=0.02885, over 51.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2905, pruned_loss=0.06466, over 2469450.77 frames. utt_duration=579 frames, utt_pad_proportion=0.06512, over 17105.21 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2989, pruned_loss=0.06338, over 1238583.52 frames. utt_duration=1228 frames, utt_pad_proportion=0.066, over 4040.14 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2906, pruned_loss=0.06539, over 2467447.12 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06545, over 18307.81 utterances.], batch size: 51, lr: 4.92e-04
2022-08-23 23:35:53,239 INFO [train.py:927] (6/8) Epoch 7, batch 1400, giga_loss[loss=0.1944, simple_loss=0.2739, pruned_loss=0.05749, over 12417.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03856, over 133.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2876, pruned_loss=0.06364, over 2470372.09 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06158, over 17026.55 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2987, pruned_loss=0.06327, over 1262806.07 frames. utt_duration=1213 frames, utt_pad_proportion=0.07153, over 4170.01 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2877, pruned_loss=0.06426, over 2468963.55 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06073, over 18092.58 utterances.], batch size: 133, lr: 4.92e-04
2022-08-23 23:37:36,557 INFO [train.py:927] (6/8) Epoch 7, batch 1450, giga_loss[loss=0.1779, simple_loss=0.2604, pruned_loss=0.04771, over 12369.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02821, over 66.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2843, pruned_loss=0.06228, over 2470548.26 frames. utt_duration=598.3 frames, utt_pad_proportion=0.05674, over 16559.19 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2985, pruned_loss=0.06308, over 1280584.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.06992, over 4211.26 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2842, pruned_loss=0.06286, over 2469662.10 frames. utt_duration=564.8 frames, utt_pad_proportion=0.05658, over 17537.11 utterances.], batch size: 66, lr: 4.92e-04
2022-08-23 23:39:18,092 INFO [train.py:927] (6/8) Epoch 7, batch 1500, giga_loss[loss=0.1823, simple_loss=0.2581, pruned_loss=0.05321, over 12456.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03099, over 75.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2817, pruned_loss=0.06123, over 2470851.58 frames. utt_duration=608.9 frames, utt_pad_proportion=0.05597, over 16272.35 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2977, pruned_loss=0.06243, over 1303966.07 frames. utt_duration=1220 frames, utt_pad_proportion=0.06971, over 4280.62 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2817, pruned_loss=0.06198, over 2470371.43 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05582, over 17206.18 utterances.], batch size: 75, lr: 4.92e-04
2022-08-23 23:41:02,998 INFO [train.py:927] (6/8) Epoch 7, batch 1550, giga_loss[loss=0.2445, simple_loss=0.3277, pruned_loss=0.08067, over 12421.00 frames. utt_duration=711.4 frames, utt_pad_proportion=0.0241, over 70.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2837, pruned_loss=0.06269, over 2471136.62 frames. utt_duration=598.5 frames, utt_pad_proportion=0.05776, over 16556.37 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2979, pruned_loss=0.06258, over 1326672.51 frames. utt_duration=1206 frames, utt_pad_proportion=0.07526, over 4405.30 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2833, pruned_loss=0.06321, over 2471158.50 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05625, over 17393.80 utterances.], batch size: 70, lr: 4.91e-04
2022-08-23 23:42:46,700 INFO [train.py:927] (6/8) Epoch 7, batch 1600, libri_loss[loss=0.1926, simple_loss=0.2737, pruned_loss=0.05575, over 12211.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007471, over 31.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2877, pruned_loss=0.06498, over 2471540.84 frames. utt_duration=600.4 frames, utt_pad_proportion=0.0597, over 16507.07 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2984, pruned_loss=0.063, over 1371751.43 frames. utt_duration=1209 frames, utt_pad_proportion=0.07226, over 4544.74 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2868, pruned_loss=0.06524, over 2471508.40 frames. utt_duration=566.5 frames, utt_pad_proportion=0.05885, over 17497.46 utterances.], batch size: 31, lr: 4.91e-04
2022-08-23 23:44:27,452 INFO [train.py:927] (6/8) Epoch 7, batch 1650, giga_loss[loss=0.2336, simple_loss=0.3156, pruned_loss=0.07582, over 12387.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06479, over 183.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2932, pruned_loss=0.06773, over 2471954.66 frames. utt_duration=575.2 frames, utt_pad_proportion=0.0661, over 17235.81 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2977, pruned_loss=0.06257, over 1414615.95 frames. utt_duration=1220 frames, utt_pad_proportion=0.06896, over 4642.95 utterances.], giga_tot_loss[loss=0.2146, simple_loss=0.2925, pruned_loss=0.06831, over 2472267.39 frames. utt_duration=539 frames, utt_pad_proportion=0.06575, over 18399.46 utterances.], batch size: 183, lr: 4.91e-04
2022-08-23 23:46:10,389 INFO [train.py:927] (6/8) Epoch 7, batch 1700, giga_loss[loss=0.2628, simple_loss=0.3505, pruned_loss=0.08754, over 12430.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03876, over 123.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.299, pruned_loss=0.07002, over 2471945.60 frames. utt_duration=552.4 frames, utt_pad_proportion=0.06951, over 17947.92 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2974, pruned_loss=0.06216, over 1440555.16 frames. utt_duration=1220 frames, utt_pad_proportion=0.06792, over 4729.39 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.2986, pruned_loss=0.07079, over 2472385.81 frames. utt_duration=520 frames, utt_pad_proportion=0.06926, over 19074.62 utterances.], batch size: 123, lr: 4.91e-04
2022-08-23 23:47:52,995 INFO [train.py:927] (6/8) Epoch 7, batch 1750, giga_loss[loss=0.2176, simple_loss=0.2973, pruned_loss=0.06899, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03085, over 45.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3026, pruned_loss=0.07095, over 2472162.01 frames. utt_duration=537 frames, utt_pad_proportion=0.06873, over 18465.31 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2969, pruned_loss=0.06185, over 1455678.25 frames. utt_duration=1226 frames, utt_pad_proportion=0.06665, over 4756.31 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3025, pruned_loss=0.07182, over 2472738.21 frames. utt_duration=508.8 frames, utt_pad_proportion=0.06883, over 19499.01 utterances.], batch size: 45, lr: 4.91e-04
2022-08-23 23:49:35,107 INFO [train.py:927] (6/8) Epoch 7, batch 1800, giga_loss[loss=0.2053, simple_loss=0.2943, pruned_loss=0.05816, over 12363.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04094, over 113.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3004, pruned_loss=0.06855, over 2472637.89 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06332, over 18267.38 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2965, pruned_loss=0.06173, over 1485606.09 frames. utt_duration=1230 frames, utt_pad_proportion=0.06559, over 4837.88 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3007, pruned_loss=0.06954, over 2473253.36 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06389, over 19389.36 utterances.], batch size: 113, lr: 4.91e-04
2022-08-23 23:51:20,556 INFO [train.py:927] (6/8) Epoch 7, batch 1850, giga_loss[loss=0.225, simple_loss=0.3071, pruned_loss=0.07147, over 12362.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03927, over 113.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3028, pruned_loss=0.06981, over 2472642.10 frames. utt_duration=536.6 frames, utt_pad_proportion=0.0617, over 18483.16 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.297, pruned_loss=0.06198, over 1490569.06 frames. utt_duration=1210 frames, utt_pad_proportion=0.07282, over 4934.69 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3029, pruned_loss=0.07049, over 2473101.78 frames. utt_duration=513.1 frames, utt_pad_proportion=0.06076, over 19337.60 utterances.], batch size: 113, lr: 4.91e-04
2022-08-23 23:53:10,096 INFO [train.py:927] (6/8) Epoch 7, batch 1900, giga_loss[loss=0.2548, simple_loss=0.3331, pruned_loss=0.08829, over 12398.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07276, over 212.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3045, pruned_loss=0.0708, over 2472872.48 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06344, over 18480.86 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.297, pruned_loss=0.06201, over 1505194.97 frames. utt_duration=1214 frames, utt_pad_proportion=0.07146, over 4967.48 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3046, pruned_loss=0.07144, over 2473270.03 frames. utt_duration=513.8 frames, utt_pad_proportion=0.0629, over 19310.03 utterances.], batch size: 212, lr: 4.91e-04
2022-08-23 23:54:53,968 INFO [train.py:927] (6/8) Epoch 7, batch 1950, giga_loss[loss=0.2135, simple_loss=0.2981, pruned_loss=0.0644, over 12415.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.0276, over 58.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3067, pruned_loss=0.07282, over 2473160.12 frames. utt_duration=549.3 frames, utt_pad_proportion=0.06107, over 18058.43 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2966, pruned_loss=0.06177, over 1528888.04 frames. utt_duration=1222 frames, utt_pad_proportion=0.06947, over 5010.86 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3072, pruned_loss=0.07366, over 2473705.00 frames. utt_duration=523.3 frames, utt_pad_proportion=0.06112, over 18963.70 utterances.], batch size: 58, lr: 4.91e-04
2022-08-23 23:56:36,268 INFO [train.py:927] (6/8) Epoch 7, batch 2000, giga_loss[loss=0.2488, simple_loss=0.332, pruned_loss=0.08275, over 12460.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03412, over 105.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3078, pruned_loss=0.07331, over 2473594.45 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06205, over 18290.28 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2961, pruned_loss=0.06145, over 1547509.52 frames. utt_duration=1228 frames, utt_pad_proportion=0.06835, over 5048.22 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3086, pruned_loss=0.07433, over 2474135.85 frames. utt_duration=516.7 frames, utt_pad_proportion=0.06233, over 19209.21 utterances.], batch size: 105, lr: 4.91e-04
2022-08-23 23:58:18,835 INFO [train.py:927] (6/8) Epoch 7, batch 2050, giga_loss[loss=0.2835, simple_loss=0.3517, pruned_loss=0.1077, over 12442.00 frames. utt_duration=310.5 frames, utt_pad_proportion=0.04742, over 161.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3111, pruned_loss=0.07422, over 2473749.87 frames. utt_duration=551 frames, utt_pad_proportion=0.0603, over 18005.69 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2964, pruned_loss=0.06129, over 1574537.13 frames. utt_duration=1239 frames, utt_pad_proportion=0.06616, over 5091.29 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3119, pruned_loss=0.07544, over 2474536.17 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06106, over 19043.91 utterances.], batch size: 161, lr: 4.91e-04
2022-08-24 00:00:02,139 INFO [train.py:927] (6/8) Epoch 7, batch 2100, giga_loss[loss=0.2145, simple_loss=0.3004, pruned_loss=0.06427, over 12328.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03533, over 51.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3106, pruned_loss=0.07415, over 2472476.40 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06372, over 17766.50 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2968, pruned_loss=0.06155, over 1587635.88 frames. utt_duration=1241 frames, utt_pad_proportion=0.06493, over 5124.78 utterances.], giga_tot_loss[loss=0.2307, simple_loss=0.3112, pruned_loss=0.07513, over 2473332.90 frames. utt_duration=529.8 frames, utt_pad_proportion=0.06445, over 18725.84 utterances.], batch size: 51, lr: 4.91e-04
2022-08-24 00:01:42,754 INFO [train.py:927] (6/8) Epoch 7, batch 2150, giga_loss[loss=0.1989, simple_loss=0.2801, pruned_loss=0.05883, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03761, over 43.00 utterances.], tot_loss[loss=0.2275, simple_loss=0.3085, pruned_loss=0.07328, over 2472161.95 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06595, over 17469.44 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2969, pruned_loss=0.06155, over 1613949.15 frames. utt_duration=1244 frames, utt_pad_proportion=0.06269, over 5197.15 utterances.], giga_tot_loss[loss=0.229, simple_loss=0.3093, pruned_loss=0.0744, over 2472757.40 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06706, over 18513.05 utterances.], batch size: 43, lr: 4.91e-04
2022-08-24 00:03:25,022 INFO [train.py:927] (6/8) Epoch 7, batch 2200, libri_loss[loss=0.2268, simple_loss=0.3212, pruned_loss=0.06617, over 12404.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004949, over 34.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3093, pruned_loss=0.07419, over 2471398.51 frames. utt_duration=579.6 frames, utt_pad_proportion=0.06503, over 17101.18 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2969, pruned_loss=0.06145, over 1626503.57 frames. utt_duration=1248 frames, utt_pad_proportion=0.0616, over 5220.08 utterances.], giga_tot_loss[loss=0.2303, simple_loss=0.31, pruned_loss=0.07531, over 2472103.22 frames. utt_duration=548.6 frames, utt_pad_proportion=0.0663, over 18074.76 utterances.], batch size: 34, lr: 4.90e-04
2022-08-24 00:05:08,155 INFO [train.py:927] (6/8) Epoch 7, batch 2250, giga_loss[loss=0.2579, simple_loss=0.3286, pruned_loss=0.09353, over 12388.00 frames. utt_duration=584.4 frames, utt_pad_proportion=0.02929, over 85.00 utterances.], tot_loss[loss=0.2274, simple_loss=0.3084, pruned_loss=0.0732, over 2470744.46 frames. utt_duration=593.2 frames, utt_pad_proportion=0.06165, over 16702.64 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2967, pruned_loss=0.06138, over 1638836.09 frames. utt_duration=1252 frames, utt_pad_proportion=0.06062, over 5242.61 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3093, pruned_loss=0.07428, over 2471555.20 frames. utt_duration=563 frames, utt_pad_proportion=0.06309, over 17607.60 utterances.], batch size: 85, lr: 4.90e-04
2022-08-24 00:06:52,148 INFO [train.py:927] (6/8) Epoch 7, batch 2300, giga_loss[loss=0.2295, simple_loss=0.3109, pruned_loss=0.07405, over 12144.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03947, over 33.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3085, pruned_loss=0.07383, over 2470375.81 frames. utt_duration=623.4 frames, utt_pad_proportion=0.06192, over 15889.61 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2976, pruned_loss=0.06204, over 1663489.78 frames. utt_duration=1237 frames, utt_pad_proportion=0.06533, over 5387.56 utterances.], giga_tot_loss[loss=0.2291, simple_loss=0.309, pruned_loss=0.07462, over 2471002.54 frames. utt_duration=590.3 frames, utt_pad_proportion=0.06193, over 16785.47 utterances.], batch size: 33, lr: 4.90e-04
2022-08-24 00:08:33,702 INFO [train.py:927] (6/8) Epoch 7, batch 2350, giga_loss[loss=0.2127, simple_loss=0.2952, pruned_loss=0.06506, over 12301.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.03416, over 28.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.309, pruned_loss=0.0762, over 2470162.86 frames. utt_duration=623.9 frames, utt_pad_proportion=0.06579, over 15873.80 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.298, pruned_loss=0.06282, over 1687085.06 frames. utt_duration=1241 frames, utt_pad_proportion=0.06449, over 5443.59 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3094, pruned_loss=0.0767, over 2470927.78 frames. utt_duration=588.9 frames, utt_pad_proportion=0.06583, over 16825.13 utterances.], batch size: 28, lr: 4.90e-04
2022-08-24 00:10:15,553 INFO [train.py:927] (6/8) Epoch 7, batch 2400, giga_loss[loss=0.221, simple_loss=0.3013, pruned_loss=0.07034, over 12378.00 frames. utt_duration=751.9 frames, utt_pad_proportion=0.0248, over 66.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3101, pruned_loss=0.07769, over 2472153.94 frames. utt_duration=625.3 frames, utt_pad_proportion=0.06147, over 15851.85 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2986, pruned_loss=0.06359, over 1714094.65 frames. utt_duration=1249 frames, utt_pad_proportion=0.06204, over 5494.16 utterances.], giga_tot_loss[loss=0.2333, simple_loss=0.3104, pruned_loss=0.07806, over 2472776.33 frames. utt_duration=587.1 frames, utt_pad_proportion=0.06244, over 16890.96 utterances.], batch size: 66, lr: 4.90e-04
2022-08-24 00:11:59,120 INFO [train.py:927] (6/8) Epoch 7, batch 2450, giga_loss[loss=0.2097, simple_loss=0.2799, pruned_loss=0.06977, over 12177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03534, over 39.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3073, pruned_loss=0.07613, over 2471133.65 frames. utt_duration=637.1 frames, utt_pad_proportion=0.06217, over 15550.37 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2995, pruned_loss=0.06411, over 1732824.23 frames. utt_duration=1229 frames, utt_pad_proportion=0.0675, over 5646.09 utterances.], giga_tot_loss[loss=0.23, simple_loss=0.3072, pruned_loss=0.07638, over 2471631.68 frames. utt_duration=602 frames, utt_pad_proportion=0.06101, over 16464.89 utterances.], batch size: 39, lr: 4.90e-04
2022-08-24 00:13:39,936 INFO [train.py:927] (6/8) Epoch 7, batch 2500, giga_loss[loss=0.2308, simple_loss=0.3079, pruned_loss=0.07687, over 12297.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.03679, over 51.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.3042, pruned_loss=0.07441, over 2471241.75 frames. utt_duration=630.1 frames, utt_pad_proportion=0.05909, over 15724.36 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.2999, pruned_loss=0.0643, over 1754692.76 frames. utt_duration=1228 frames, utt_pad_proportion=0.06672, over 5720.25 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.304, pruned_loss=0.07477, over 2471660.96 frames. utt_duration=595.1 frames, utt_pad_proportion=0.05844, over 16655.07 utterances.], batch size: 51, lr: 4.90e-04
2022-08-24 00:15:22,349 INFO [train.py:927] (6/8) Epoch 7, batch 2550, giga_loss[loss=0.2449, simple_loss=0.31, pruned_loss=0.08994, over 12418.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.04061, over 40.00 utterances.], tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07245, over 2470742.94 frames. utt_duration=631.2 frames, utt_pad_proportion=0.05861, over 15695.75 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2983, pruned_loss=0.06373, over 1785933.88 frames. utt_duration=1246 frames, utt_pad_proportion=0.06409, over 5742.34 utterances.], giga_tot_loss[loss=0.2243, simple_loss=0.3017, pruned_loss=0.07348, over 2471413.98 frames. utt_duration=588.7 frames, utt_pad_proportion=0.05878, over 16834.58 utterances.], batch size: 40, lr: 4.90e-04
2022-08-24 00:17:04,908 INFO [train.py:927] (6/8) Epoch 7, batch 2600, giga_loss[loss=0.2027, simple_loss=0.2839, pruned_loss=0.06073, over 12105.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03885, over 30.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3007, pruned_loss=0.07182, over 2471177.61 frames. utt_duration=613.7 frames, utt_pad_proportion=0.06149, over 16145.06 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2979, pruned_loss=0.06345, over 1812690.52 frames. utt_duration=1257 frames, utt_pad_proportion=0.0618, over 5773.18 utterances.], giga_tot_loss[loss=0.224, simple_loss=0.3018, pruned_loss=0.07311, over 2471863.90 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06202, over 17386.68 utterances.], batch size: 30, lr: 4.90e-04
2022-08-24 00:18:46,623 INFO [train.py:927] (6/8) Epoch 7, batch 2650, giga_loss[loss=0.2472, simple_loss=0.3247, pruned_loss=0.08488, over 12420.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05204, over 162.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3003, pruned_loss=0.07049, over 2471845.71 frames. utt_duration=623.2 frames, utt_pad_proportion=0.05956, over 15904.80 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.298, pruned_loss=0.06366, over 1845002.35 frames. utt_duration=1251 frames, utt_pad_proportion=0.06425, over 5908.55 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3013, pruned_loss=0.07172, over 2472298.58 frames. utt_duration=574.5 frames, utt_pad_proportion=0.05916, over 17258.61 utterances.], batch size: 162, lr: 4.90e-04
2022-08-24 00:20:27,888 INFO [train.py:927] (6/8) Epoch 7, batch 2700, libri_loss[loss=0.1823, simple_loss=0.2618, pruned_loss=0.05135, over 12464.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009038, over 29.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.2992, pruned_loss=0.06897, over 2472090.43 frames. utt_duration=590.6 frames, utt_pad_proportion=0.06453, over 16785.56 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2971, pruned_loss=0.06327, over 1863367.87 frames. utt_duration=1261 frames, utt_pad_proportion=0.06246, over 5919.11 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3007, pruned_loss=0.0704, over 2472639.37 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06439, over 18152.41 utterances.], batch size: 29, lr: 4.90e-04
2022-08-24 00:22:07,319 INFO [train.py:927] (6/8) Epoch 7, batch 2750, libri_loss[loss=0.2059, simple_loss=0.2998, pruned_loss=0.05601, over 12462.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01303, over 40.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.299, pruned_loss=0.06837, over 2472302.63 frames. utt_duration=587.6 frames, utt_pad_proportion=0.06664, over 16871.58 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2975, pruned_loss=0.0633, over 1878531.66 frames. utt_duration=1244 frames, utt_pad_proportion=0.0668, over 6045.61 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.2999, pruned_loss=0.06963, over 2472657.00 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06512, over 18092.44 utterances.], batch size: 40, lr: 4.90e-04
2022-08-24 00:23:48,965 INFO [train.py:927] (6/8) Epoch 7, batch 2800, giga_loss[loss=0.2181, simple_loss=0.3032, pruned_loss=0.0665, over 12283.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02608, over 54.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3005, pruned_loss=0.06915, over 2472737.03 frames. utt_duration=572.7 frames, utt_pad_proportion=0.06532, over 17317.43 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2975, pruned_loss=0.06327, over 1881397.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.06645, over 6049.38 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3012, pruned_loss=0.07018, over 2473112.98 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06433, over 18322.16 utterances.], batch size: 54, lr: 4.90e-04
2022-08-24 00:25:30,264 INFO [train.py:927] (6/8) Epoch 7, batch 2850, giga_loss[loss=0.2184, simple_loss=0.2968, pruned_loss=0.07002, over 12388.00 frames. utt_duration=973 frames, utt_pad_proportion=0.03084, over 51.00 utterances.], tot_loss[loss=0.2206, simple_loss=0.3025, pruned_loss=0.06938, over 2472517.72 frames. utt_duration=603.2 frames, utt_pad_proportion=0.05992, over 16437.17 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.298, pruned_loss=0.06323, over 1895903.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.0661, over 6084.68 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3029, pruned_loss=0.07039, over 2472928.13 frames. utt_duration=568.3 frames, utt_pad_proportion=0.05947, over 17450.68 utterances.], batch size: 51, lr: 4.89e-04
2022-08-24 00:27:10,048 INFO [train.py:927] (6/8) Epoch 7, batch 2900, giga_loss[loss=0.2378, simple_loss=0.3228, pruned_loss=0.07644, over 12374.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03558, over 122.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.303, pruned_loss=0.06934, over 2472489.77 frames. utt_duration=621 frames, utt_pad_proportion=0.05875, over 15963.97 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.298, pruned_loss=0.06328, over 1923801.05 frames. utt_duration=1249 frames, utt_pad_proportion=0.06428, over 6168.12 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3035, pruned_loss=0.0704, over 2473113.07 frames. utt_duration=577.4 frames, utt_pad_proportion=0.05887, over 17176.00 utterances.], batch size: 122, lr: 4.89e-04
2022-08-24 00:28:50,878 INFO [train.py:927] (6/8) Epoch 7, batch 2950, giga_loss[loss=0.2096, simple_loss=0.2912, pruned_loss=0.06399, over 12371.00 frames. utt_duration=751 frames, utt_pad_proportion=0.0285, over 66.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3041, pruned_loss=0.06975, over 2473083.21 frames. utt_duration=628.3 frames, utt_pad_proportion=0.05452, over 15781.73 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2981, pruned_loss=0.0633, over 1934772.40 frames. utt_duration=1253 frames, utt_pad_proportion=0.06304, over 6185.72 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3046, pruned_loss=0.0707, over 2473519.91 frames. utt_duration=587 frames, utt_pad_proportion=0.05523, over 16897.87 utterances.], batch size: 66, lr: 4.89e-04
2022-08-24 00:30:32,064 INFO [train.py:927] (6/8) Epoch 7, batch 3000, giga_loss[loss=0.2314, simple_loss=0.302, pruned_loss=0.08041, over 12471.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03569, over 40.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3023, pruned_loss=0.06916, over 2473305.53 frames. utt_duration=591.7 frames, utt_pad_proportion=0.05705, over 16761.75 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.0634, over 1942919.68 frames. utt_duration=1253 frames, utt_pad_proportion=0.06208, over 6211.79 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3025, pruned_loss=0.06991, over 2473538.11 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05775, over 17773.61 utterances.], batch size: 40, lr: 4.89e-04
2022-08-24 00:30:32,065 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 00:30:45,388 INFO [train.py:967] (6/8) Epoch 7, validation: loss=0.2032, simple_loss=0.3012, pruned_loss=0.05258, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 00:32:22,028 INFO [train.py:927] (6/8) Epoch 7, batch 3050, giga_loss[loss=0.2616, simple_loss=0.3432, pruned_loss=0.08999, over 12388.00 frames. utt_duration=236.3 frames, utt_pad_proportion=0.06963, over 211.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3017, pruned_loss=0.06873, over 2473617.48 frames. utt_duration=588.6 frames, utt_pad_proportion=0.05565, over 16852.61 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2987, pruned_loss=0.06357, over 1948208.71 frames. utt_duration=1254 frames, utt_pad_proportion=0.06145, over 6221.65 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3017, pruned_loss=0.06926, over 2473788.79 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05645, over 17729.54 utterances.], batch size: 211, lr: 4.89e-04
2022-08-24 00:34:01,245 INFO [train.py:927] (6/8) Epoch 7, batch 3100, giga_loss[loss=0.2181, simple_loss=0.2992, pruned_loss=0.06852, over 12260.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02831, over 54.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3025, pruned_loss=0.06883, over 2474320.50 frames. utt_duration=569 frames, utt_pad_proportion=0.05598, over 17441.28 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2989, pruned_loss=0.06356, over 1950876.67 frames. utt_duration=1256 frames, utt_pad_proportion=0.06117, over 6221.54 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3024, pruned_loss=0.06927, over 2474421.90 frames. utt_duration=546.2 frames, utt_pad_proportion=0.05664, over 18171.72 utterances.], batch size: 54, lr: 4.89e-04
2022-08-24 00:35:39,481 INFO [train.py:927] (6/8) Epoch 7, batch 3150, giga_loss[loss=0.1869, simple_loss=0.2618, pruned_loss=0.05604, over 12082.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.0389, over 30.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3008, pruned_loss=0.06842, over 2474751.81 frames. utt_duration=572.8 frames, utt_pad_proportion=0.05439, over 17327.80 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2995, pruned_loss=0.06384, over 1963973.81 frames. utt_duration=1261 frames, utt_pad_proportion=0.05977, over 6237.78 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3004, pruned_loss=0.0687, over 2474715.09 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05534, over 18138.43 utterances.], batch size: 30, lr: 4.89e-04
2022-08-24 00:37:17,608 INFO [train.py:927] (6/8) Epoch 7, batch 3200, giga_loss[loss=0.2051, simple_loss=0.286, pruned_loss=0.06206, over 12431.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04129, over 146.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2984, pruned_loss=0.06795, over 2474317.06 frames. utt_duration=579.2 frames, utt_pad_proportion=0.05265, over 17133.26 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2993, pruned_loss=0.06362, over 1976132.62 frames. utt_duration=1268 frames, utt_pad_proportion=0.05851, over 6242.90 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2982, pruned_loss=0.0684, over 2474675.53 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05383, over 18011.89 utterances.], batch size: 146, lr: 4.89e-04
2022-08-24 00:38:57,867 INFO [train.py:927] (6/8) Epoch 7, batch 3250, giga_loss[loss=0.1925, simple_loss=0.2733, pruned_loss=0.05586, over 12353.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02791, over 66.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2955, pruned_loss=0.06673, over 2474641.05 frames. utt_duration=595.9 frames, utt_pad_proportion=0.04941, over 16654.20 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2995, pruned_loss=0.06372, over 1990958.08 frames. utt_duration=1270 frames, utt_pad_proportion=0.05694, over 6276.28 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2951, pruned_loss=0.06712, over 2474886.57 frames. utt_duration=563.9 frames, utt_pad_proportion=0.05094, over 17603.58 utterances.], batch size: 66, lr: 4.89e-04
2022-08-24 00:40:38,001 INFO [train.py:927] (6/8) Epoch 7, batch 3300, giga_loss[loss=0.1771, simple_loss=0.261, pruned_loss=0.04657, over 12320.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03447, over 62.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2913, pruned_loss=0.06519, over 2474424.81 frames. utt_duration=589.1 frames, utt_pad_proportion=0.05208, over 16843.76 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.2993, pruned_loss=0.06377, over 2002433.14 frames. utt_duration=1277 frames, utt_pad_proportion=0.05589, over 6279.44 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.291, pruned_loss=0.06551, over 2475067.57 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05345, over 17834.51 utterances.], batch size: 62, lr: 4.89e-04
2022-08-24 00:42:17,032 INFO [train.py:927] (6/8) Epoch 7, batch 3350, giga_loss[loss=0.2486, simple_loss=0.3226, pruned_loss=0.08735, over 12442.00 frames. utt_duration=906.5 frames, utt_pad_proportion=0.03147, over 55.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2923, pruned_loss=0.06567, over 2474753.35 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05066, over 16688.42 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.2995, pruned_loss=0.06385, over 2016481.88 frames. utt_duration=1281 frames, utt_pad_proportion=0.05435, over 6305.89 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2917, pruned_loss=0.06591, over 2475205.92 frames. utt_duration=559.6 frames, utt_pad_proportion=0.05229, over 17741.51 utterances.], batch size: 55, lr: 4.89e-04
2022-08-24 00:43:56,924 INFO [train.py:927] (6/8) Epoch 7, batch 3400, libri_loss[loss=0.2365, simple_loss=0.3301, pruned_loss=0.07147, over 12319.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006406, over 36.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2952, pruned_loss=0.06707, over 2474175.78 frames. utt_duration=582.1 frames, utt_pad_proportion=0.05431, over 17044.54 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.2997, pruned_loss=0.06406, over 2034026.66 frames. utt_duration=1286 frames, utt_pad_proportion=0.05262, over 6332.46 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2944, pruned_loss=0.06716, over 2474904.13 frames. utt_duration=544.1 frames, utt_pad_proportion=0.05589, over 18245.58 utterances.], batch size: 36, lr: 4.89e-04
2022-08-24 00:45:36,732 INFO [train.py:927] (6/8) Epoch 7, batch 3450, giga_loss[loss=0.1943, simple_loss=0.2845, pruned_loss=0.05203, over 12343.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02805, over 48.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.298, pruned_loss=0.06848, over 2473744.28 frames. utt_duration=558.7 frames, utt_pad_proportion=0.05721, over 17757.29 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2995, pruned_loss=0.06406, over 2042663.91 frames. utt_duration=1290 frames, utt_pad_proportion=0.05179, over 6341.66 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2974, pruned_loss=0.06864, over 2474403.86 frames. utt_duration=525 frames, utt_pad_proportion=0.05855, over 18906.26 utterances.], batch size: 48, lr: 4.89e-04
2022-08-24 00:47:22,652 INFO [train.py:927] (6/8) Epoch 7, batch 3500, giga_loss[loss=0.2951, simple_loss=0.3564, pruned_loss=0.1169, over 12419.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06835, over 212.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3037, pruned_loss=0.07279, over 2474403.79 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06245, over 18522.82 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2995, pruned_loss=0.06402, over 2044912.59 frames. utt_duration=1290 frames, utt_pad_proportion=0.05153, over 6346.95 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3033, pruned_loss=0.07296, over 2474839.74 frames. utt_duration=510 frames, utt_pad_proportion=0.06331, over 19468.44 utterances.], batch size: 212, lr: 4.88e-04
2022-08-24 00:49:04,625 INFO [train.py:927] (6/8) Epoch 7, batch 3550, giga_loss[loss=0.2502, simple_loss=0.317, pruned_loss=0.09172, over 12368.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03029, over 51.00 utterances.], tot_loss[loss=0.2322, simple_loss=0.311, pruned_loss=0.07677, over 2473875.86 frames. utt_duration=553.1 frames, utt_pad_proportion=0.05825, over 17939.02 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3008, pruned_loss=0.06442, over 2055435.41 frames. utt_duration=1292 frames, utt_pad_proportion=0.05034, over 6372.02 utterances.], giga_tot_loss[loss=0.2318, simple_loss=0.3099, pruned_loss=0.07687, over 2474323.52 frames. utt_duration=524.1 frames, utt_pad_proportion=0.05959, over 18938.60 utterances.], batch size: 51, lr: 4.88e-04
2022-08-24 00:50:48,016 INFO [train.py:927] (6/8) Epoch 7, batch 3600, giga_loss[loss=0.2698, simple_loss=0.3474, pruned_loss=0.09615, over 12375.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.04034, over 113.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3187, pruned_loss=0.08279, over 2474143.00 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06217, over 18484.30 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3005, pruned_loss=0.06437, over 2061559.05 frames. utt_duration=1293 frames, utt_pad_proportion=0.05011, over 6384.49 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3182, pruned_loss=0.08313, over 2474614.99 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06314, over 19424.52 utterances.], batch size: 113, lr: 4.88e-04
2022-08-24 00:52:33,673 INFO [train.py:927] (6/8) Epoch 7, batch 3650, giga_loss[loss=0.2757, simple_loss=0.3478, pruned_loss=0.1018, over 12396.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02909, over 58.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3251, pruned_loss=0.08834, over 2474540.63 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07234, over 19878.04 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3007, pruned_loss=0.06447, over 2065641.93 frames. utt_duration=1289 frames, utt_pad_proportion=0.05079, over 6418.47 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3247, pruned_loss=0.08872, over 2474948.77 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07259, over 20705.14 utterances.], batch size: 58, lr: 4.88e-04
2022-08-24 00:54:19,648 INFO [train.py:927] (6/8) Epoch 7, batch 3700, giga_loss[loss=0.2904, simple_loss=0.3557, pruned_loss=0.1125, over 12403.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04351, over 146.00 utterances.], tot_loss[loss=0.2567, simple_loss=0.3288, pruned_loss=0.0923, over 2474374.37 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07459, over 20715.54 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3008, pruned_loss=0.06462, over 2075360.92 frames. utt_duration=1293 frames, utt_pad_proportion=0.04981, over 6426.97 utterances.], giga_tot_loss[loss=0.2576, simple_loss=0.329, pruned_loss=0.09304, over 2475053.06 frames. utt_duration=458.2 frames, utt_pad_proportion=0.07512, over 21674.14 utterances.], batch size: 146, lr: 4.88e-04
2022-08-24 00:56:07,682 INFO [train.py:927] (6/8) Epoch 7, batch 3750, libri_loss[loss=0.1927, simple_loss=0.2644, pruned_loss=0.06051, over 12062.00 frames. utt_duration=1725 frames, utt_pad_proportion=0.006542, over 28.00 utterances.], tot_loss[loss=0.2635, simple_loss=0.334, pruned_loss=0.09652, over 2474227.66 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07677, over 21141.68 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3008, pruned_loss=0.06475, over 2084925.67 frames. utt_duration=1297 frames, utt_pad_proportion=0.04878, over 6437.15 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.335, pruned_loss=0.09771, over 2475077.79 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07758, over 22230.74 utterances.], batch size: 28, lr: 4.88e-04
2022-08-24 00:57:53,398 INFO [train.py:927] (6/8) Epoch 7, batch 3800, giga_loss[loss=0.2614, simple_loss=0.3369, pruned_loss=0.093, over 12379.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02748, over 91.00 utterances.], tot_loss[loss=0.2661, simple_loss=0.3352, pruned_loss=0.09848, over 2474038.11 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08419, over 21586.39 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3011, pruned_loss=0.06496, over 2096465.45 frames. utt_duration=1286 frames, utt_pad_proportion=0.05255, over 6525.96 utterances.], giga_tot_loss[loss=0.2684, simple_loss=0.3366, pruned_loss=0.1001, over 2474693.20 frames. utt_duration=436.1 frames, utt_pad_proportion=0.0837, over 22772.34 utterances.], batch size: 91, lr: 4.88e-04
2022-08-24 00:59:38,991 INFO [train.py:927] (6/8) Epoch 7, batch 3850, giga_loss[loss=0.2806, simple_loss=0.3545, pruned_loss=0.1033, over 12404.00 frames. utt_duration=578.4 frames, utt_pad_proportion=0.03753, over 86.00 utterances.], tot_loss[loss=0.2675, simple_loss=0.3364, pruned_loss=0.09932, over 2474247.03 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08983, over 22923.03 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3013, pruned_loss=0.06509, over 2103734.02 frames. utt_duration=1282 frames, utt_pad_proportion=0.05297, over 6573.20 utterances.], giga_tot_loss[loss=0.2701, simple_loss=0.338, pruned_loss=0.1011, over 2474951.44 frames. utt_duration=412.5 frames, utt_pad_proportion=0.08929, over 24082.50 utterances.], batch size: 86, lr: 4.88e-04
2022-08-24 01:01:28,906 INFO [train.py:927] (6/8) Epoch 7, batch 3900, giga_loss[loss=0.2472, simple_loss=0.3201, pruned_loss=0.08712, over 12411.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.04726, over 34.00 utterances.], tot_loss[loss=0.2685, simple_loss=0.3377, pruned_loss=0.09963, over 2474584.80 frames. utt_duration=436.1 frames, utt_pad_proportion=0.08846, over 22773.48 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3014, pruned_loss=0.06501, over 2110947.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.05342, over 6593.69 utterances.], giga_tot_loss[loss=0.2715, simple_loss=0.3395, pruned_loss=0.1018, over 2475304.51 frames. utt_duration=414.5 frames, utt_pad_proportion=0.08816, over 23973.05 utterances.], batch size: 34, lr: 4.88e-04
2022-08-24 01:03:14,816 INFO [train.py:927] (6/8) Epoch 7, batch 3950, giga_loss[loss=0.3129, simple_loss=0.3673, pruned_loss=0.1293, over 12358.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1942, over 367.00 utterances.], tot_loss[loss=0.2664, simple_loss=0.3369, pruned_loss=0.09797, over 2474568.49 frames. utt_duration=420.3 frames, utt_pad_proportion=0.09071, over 23634.10 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3018, pruned_loss=0.06493, over 2119635.11 frames. utt_duration=1288 frames, utt_pad_proportion=0.05228, over 6591.81 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3388, pruned_loss=0.1005, over 2475431.77 frames. utt_duration=397.9 frames, utt_pad_proportion=0.0909, over 24975.37 utterances.], batch size: 367, lr: 4.88e-04
2022-08-24 01:05:03,588 INFO [train.py:927] (6/8) Epoch 7, batch 4000, giga_loss[loss=0.2115, simple_loss=0.2966, pruned_loss=0.06322, over 12396.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03017, over 62.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3341, pruned_loss=0.09513, over 2474305.29 frames. utt_duration=435.2 frames, utt_pad_proportion=0.08432, over 22815.70 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3018, pruned_loss=0.06493, over 2123258.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.05188, over 6598.84 utterances.], giga_tot_loss[loss=0.2654, simple_loss=0.336, pruned_loss=0.09741, over 2474905.59 frames. utt_duration=413.8 frames, utt_pad_proportion=0.08496, over 24008.70 utterances.], batch size: 62, lr: 4.88e-04
2022-08-24 01:06:47,076 INFO [train.py:927] (6/8) Epoch 7, batch 4050, libri_loss[loss=0.1787, simple_loss=0.2654, pruned_loss=0.04599, over 12413.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007509, over 30.00 utterances.], tot_loss[loss=0.2587, simple_loss=0.3313, pruned_loss=0.09306, over 2474128.36 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07971, over 21932.60 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3015, pruned_loss=0.06486, over 2135221.06 frames. utt_duration=1293 frames, utt_pad_proportion=0.05051, over 6615.59 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.334, pruned_loss=0.09588, over 2474735.66 frames. utt_duration=424.8 frames, utt_pad_proportion=0.08109, over 23381.66 utterances.], batch size: 30, lr: 4.88e-04
2022-08-24 01:08:34,997 INFO [train.py:927] (6/8) Epoch 7, batch 4100, giga_loss[loss=0.2407, simple_loss=0.3157, pruned_loss=0.08278, over 12421.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03885, over 133.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3302, pruned_loss=0.09197, over 2474665.91 frames. utt_duration=459.1 frames, utt_pad_proportion=0.08133, over 21629.76 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3021, pruned_loss=0.06523, over 2148595.48 frames. utt_duration=1296 frames, utt_pad_proportion=0.04873, over 6639.47 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3329, pruned_loss=0.09494, over 2475134.33 frames. utt_duration=426 frames, utt_pad_proportion=0.0831, over 23319.96 utterances.], batch size: 133, lr: 4.88e-04
2022-08-24 01:10:24,904 INFO [train.py:927] (6/8) Epoch 7, batch 4150, giga_loss[loss=0.2449, simple_loss=0.3221, pruned_loss=0.08378, over 12426.00 frames. utt_duration=622.9 frames, utt_pad_proportion=0.02977, over 80.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3288, pruned_loss=0.08883, over 2474495.27 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07915, over 20780.38 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3028, pruned_loss=0.06546, over 2162362.38 frames. utt_duration=1294 frames, utt_pad_proportion=0.04805, over 6692.02 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3315, pruned_loss=0.09208, over 2475475.71 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08138, over 22712.87 utterances.], batch size: 80, lr: 4.88e-04
2022-08-24 01:12:08,477 INFO [train.py:927] (6/8) Epoch 7, batch 4200, giga_loss[loss=0.2533, simple_loss=0.3402, pruned_loss=0.08319, over 12389.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02965, over 58.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3275, pruned_loss=0.08674, over 2473716.33 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07901, over 20113.43 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3022, pruned_loss=0.06507, over 2177067.77 frames. utt_duration=1303 frames, utt_pad_proportion=0.04611, over 6692.63 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3315, pruned_loss=0.09072, over 2475026.78 frames. utt_duration=444.9 frames, utt_pad_proportion=0.08186, over 22324.38 utterances.], batch size: 58, lr: 4.87e-04
2022-08-24 01:13:54,736 INFO [train.py:927] (6/8) Epoch 7, batch 4250, giga_loss[loss=0.2434, simple_loss=0.3213, pruned_loss=0.08273, over 12367.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03617, over 122.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3278, pruned_loss=0.08801, over 2474096.14 frames. utt_duration=490.4 frames, utt_pad_proportion=0.07566, over 20240.90 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3021, pruned_loss=0.06497, over 2179964.08 frames. utt_duration=1303 frames, utt_pad_proportion=0.04572, over 6697.70 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3311, pruned_loss=0.0914, over 2475180.33 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07839, over 22085.22 utterances.], batch size: 122, lr: 4.87e-04
2022-08-24 01:15:39,051 INFO [train.py:927] (6/8) Epoch 7, batch 4300, giga_loss[loss=0.3128, simple_loss=0.3606, pruned_loss=0.1325, over 12368.00 frames. utt_duration=233.7 frames, utt_pad_proportion=0.07627, over 213.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3256, pruned_loss=0.0873, over 2473992.63 frames. utt_duration=507.5 frames, utt_pad_proportion=0.07356, over 19555.87 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3025, pruned_loss=0.06504, over 2185659.68 frames. utt_duration=1307 frames, utt_pad_proportion=0.04502, over 6698.75 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3284, pruned_loss=0.09034, over 2474985.86 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07634, over 21255.11 utterances.], batch size: 213, lr: 4.87e-04
2022-08-24 01:17:26,813 INFO [train.py:927] (6/8) Epoch 7, batch 4350, giga_loss[loss=0.2413, simple_loss=0.3188, pruned_loss=0.08191, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03091, over 45.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.325, pruned_loss=0.08577, over 2474305.87 frames. utt_duration=515 frames, utt_pad_proportion=0.06964, over 19270.39 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3028, pruned_loss=0.06515, over 2188712.36 frames. utt_duration=1307 frames, utt_pad_proportion=0.0446, over 6707.74 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3272, pruned_loss=0.08827, over 2474934.37 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07236, over 20713.34 utterances.], batch size: 45, lr: 4.87e-04
2022-08-24 01:19:12,860 INFO [train.py:927] (6/8) Epoch 7, batch 4400, giga_loss[loss=0.3514, simple_loss=0.3892, pruned_loss=0.1568, over 12357.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1093, over 259.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.324, pruned_loss=0.08496, over 2474562.06 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06461, over 18675.72 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3029, pruned_loss=0.06525, over 2191735.59 frames. utt_duration=1307 frames, utt_pad_proportion=0.0442, over 6716.65 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3258, pruned_loss=0.08702, over 2474915.32 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06733, over 19904.85 utterances.], batch size: 259, lr: 4.87e-04
2022-08-24 01:20:58,498 INFO [train.py:927] (6/8) Epoch 7, batch 4450, giga_loss[loss=0.2634, simple_loss=0.3392, pruned_loss=0.09383, over 12258.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03102, over 45.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3224, pruned_loss=0.08477, over 2474893.00 frames. utt_duration=524.8 frames, utt_pad_proportion=0.06277, over 18917.19 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3028, pruned_loss=0.06521, over 2194490.20 frames. utt_duration=1308 frames, utt_pad_proportion=0.044, over 6717.45 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3242, pruned_loss=0.0866, over 2475228.18 frames. utt_duration=496.7 frames, utt_pad_proportion=0.06512, over 19989.54 utterances.], batch size: 45, lr: 4.87e-04
2022-08-24 01:22:43,871 INFO [train.py:927] (6/8) Epoch 7, batch 4500, giga_loss[loss=0.2542, simple_loss=0.3286, pruned_loss=0.08989, over 12348.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03272, over 97.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3211, pruned_loss=0.08456, over 2475235.50 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06427, over 19408.11 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3028, pruned_loss=0.06502, over 2200094.48 frames. utt_duration=1311 frames, utt_pad_proportion=0.04331, over 6719.06 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3229, pruned_loss=0.08653, over 2475468.45 frames. utt_duration=484.9 frames, utt_pad_proportion=0.06635, over 20482.65 utterances.], batch size: 97, lr: 4.87e-04
2022-08-24 01:24:27,746 INFO [train.py:927] (6/8) Epoch 7, batch 4550, giga_loss[loss=0.2576, simple_loss=0.3304, pruned_loss=0.09242, over 12454.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.0369, over 105.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3194, pruned_loss=0.08418, over 2475309.35 frames. utt_duration=506.1 frames, utt_pad_proportion=0.0694, over 19618.35 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3025, pruned_loss=0.06498, over 2209783.52 frames. utt_duration=1316 frames, utt_pad_proportion=0.04218, over 6723.64 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3216, pruned_loss=0.08643, over 2475311.32 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07143, over 20896.54 utterances.], batch size: 105, lr: 4.87e-04
2022-08-24 01:26:10,142 INFO [train.py:927] (6/8) Epoch 7, batch 4600, giga_loss[loss=0.1998, simple_loss=0.2936, pruned_loss=0.05299, over 12341.00 frames. utt_duration=706.6 frames, utt_pad_proportion=0.03071, over 70.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3195, pruned_loss=0.08365, over 2474889.41 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06496, over 19169.13 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3024, pruned_loss=0.06489, over 2215018.45 frames. utt_duration=1312 frames, utt_pad_proportion=0.04241, over 6760.12 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3216, pruned_loss=0.08585, over 2474912.80 frames. utt_duration=487.3 frames, utt_pad_proportion=0.06697, over 20373.67 utterances.], batch size: 70, lr: 4.87e-04
2022-08-24 01:27:51,930 INFO [train.py:927] (6/8) Epoch 7, batch 4650, giga_loss[loss=0.2059, simple_loss=0.295, pruned_loss=0.05841, over 12338.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03059, over 70.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3195, pruned_loss=0.08359, over 2474675.36 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06792, over 19396.92 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3019, pruned_loss=0.06474, over 2224640.80 frames. utt_duration=1317 frames, utt_pad_proportion=0.04146, over 6762.48 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3221, pruned_loss=0.08615, over 2475212.17 frames. utt_duration=477 frames, utt_pad_proportion=0.06991, over 20818.36 utterances.], batch size: 70, lr: 4.87e-04
2022-08-24 01:29:39,495 INFO [train.py:927] (6/8) Epoch 7, batch 4700, giga_loss[loss=0.2432, simple_loss=0.3262, pruned_loss=0.08017, over 12368.00 frames. utt_duration=854.5 frames, utt_pad_proportion=0.03122, over 58.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3222, pruned_loss=0.08532, over 2475025.82 frames. utt_duration=513.6 frames, utt_pad_proportion=0.06873, over 19331.86 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.303, pruned_loss=0.06514, over 2230624.12 frames. utt_duration=1306 frames, utt_pad_proportion=0.04599, over 6840.25 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3239, pruned_loss=0.08751, over 2475645.56 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06927, over 20689.60 utterances.], batch size: 58, lr: 4.87e-04
2022-08-24 01:31:22,476 INFO [train.py:927] (6/8) Epoch 7, batch 4750, giga_loss[loss=0.2355, simple_loss=0.3106, pruned_loss=0.08019, over 12461.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03469, over 86.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.324, pruned_loss=0.08789, over 2474731.33 frames. utt_duration=486.8 frames, utt_pad_proportion=0.07007, over 20393.55 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3033, pruned_loss=0.06505, over 2236048.21 frames. utt_duration=1309 frames, utt_pad_proportion=0.04502, over 6838.25 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3256, pruned_loss=0.09017, over 2475777.69 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07086, over 21770.28 utterances.], batch size: 86, lr: 4.87e-04
2022-08-24 01:33:05,957 INFO [train.py:927] (6/8) Epoch 7, batch 4800, giga_loss[loss=0.261, simple_loss=0.3339, pruned_loss=0.09404, over 12361.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03388, over 122.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3248, pruned_loss=0.08912, over 2473957.81 frames. utt_duration=484.9 frames, utt_pad_proportion=0.07146, over 20470.87 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3033, pruned_loss=0.06505, over 2242772.12 frames. utt_duration=1309 frames, utt_pad_proportion=0.04416, over 6860.63 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3266, pruned_loss=0.09156, over 2475124.89 frames. utt_duration=453.2 frames, utt_pad_proportion=0.07248, over 21914.86 utterances.], batch size: 122, lr: 4.87e-04
2022-08-24 01:34:48,893 INFO [train.py:927] (6/8) Epoch 7, batch 4850, giga_loss[loss=0.2684, simple_loss=0.3438, pruned_loss=0.0965, over 12391.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02609, over 91.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3246, pruned_loss=0.08893, over 2473576.60 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07347, over 20497.69 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3031, pruned_loss=0.06524, over 2250407.68 frames. utt_duration=1294 frames, utt_pad_proportion=0.04941, over 6963.22 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3269, pruned_loss=0.09148, over 2474811.37 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07304, over 21985.75 utterances.], batch size: 91, lr: 4.86e-04
2022-08-24 01:36:34,086 INFO [train.py:927] (6/8) Epoch 7, batch 4900, giga_loss[loss=0.2567, simple_loss=0.3221, pruned_loss=0.09566, over 12417.00 frames. utt_duration=308 frames, utt_pad_proportion=0.05236, over 162.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3221, pruned_loss=0.08653, over 2474218.51 frames. utt_duration=478.4 frames, utt_pad_proportion=0.07168, over 20748.98 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3028, pruned_loss=0.06502, over 2256945.84 frames. utt_duration=1293 frames, utt_pad_proportion=0.0491, over 6988.16 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3247, pruned_loss=0.08936, over 2475278.41 frames. utt_duration=445.6 frames, utt_pad_proportion=0.07175, over 22293.39 utterances.], batch size: 162, lr: 4.86e-04
2022-08-24 01:38:22,029 INFO [train.py:927] (6/8) Epoch 7, batch 4950, giga_loss[loss=0.2026, simple_loss=0.2782, pruned_loss=0.0635, over 12142.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.04281, over 33.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.32, pruned_loss=0.0861, over 2474186.56 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07496, over 21127.94 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3025, pruned_loss=0.06494, over 2263215.20 frames. utt_duration=1298 frames, utt_pad_proportion=0.04786, over 6983.67 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3228, pruned_loss=0.08902, over 2475194.18 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07538, over 22766.05 utterances.], batch size: 33, lr: 4.86e-04
2022-08-24 01:40:06,650 INFO [train.py:927] (6/8) Epoch 7, batch 5000, libri_loss[loss=0.2046, simple_loss=0.2952, pruned_loss=0.05703, over 12179.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006639, over 33.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3222, pruned_loss=0.08684, over 2474332.02 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07123, over 20866.39 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3022, pruned_loss=0.06477, over 2265994.38 frames. utt_duration=1301 frames, utt_pad_proportion=0.0474, over 6973.95 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3249, pruned_loss=0.08963, over 2475502.25 frames. utt_duration=444 frames, utt_pad_proportion=0.07202, over 22376.58 utterances.], batch size: 33, lr: 4.86e-04
2022-08-24 01:41:51,995 INFO [train.py:927] (6/8) Epoch 7, batch 5050, libri_loss[loss=0.2461, simple_loss=0.3651, pruned_loss=0.06354, over 12246.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005335, over 34.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3251, pruned_loss=0.0867, over 2474914.04 frames. utt_duration=468 frames, utt_pad_proportion=0.07296, over 21219.69 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3024, pruned_loss=0.0647, over 2270988.60 frames. utt_duration=1306 frames, utt_pad_proportion=0.04645, over 6962.72 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3275, pruned_loss=0.08945, over 2476008.04 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07386, over 22733.42 utterances.], batch size: 34, lr: 4.86e-04
2022-08-24 01:43:35,717 INFO [train.py:927] (6/8) Epoch 7, batch 5100, giga_loss[loss=0.2683, simple_loss=0.3423, pruned_loss=0.09722, over 12459.00 frames. utt_duration=406.5 frames, utt_pad_proportion=0.03682, over 123.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3281, pruned_loss=0.0884, over 2475447.53 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07011, over 20710.13 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3034, pruned_loss=0.06512, over 2274890.86 frames. utt_duration=1287 frames, utt_pad_proportion=0.05199, over 7080.19 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3297, pruned_loss=0.09065, over 2476448.75 frames. utt_duration=450.5 frames, utt_pad_proportion=0.0697, over 22060.82 utterances.], batch size: 123, lr: 4.86e-04
2022-08-24 01:45:22,809 INFO [train.py:927] (6/8) Epoch 7, batch 5150, giga_loss[loss=0.2522, simple_loss=0.3217, pruned_loss=0.09133, over 12378.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.03635, over 80.00 utterances.], tot_loss[loss=0.252, simple_loss=0.327, pruned_loss=0.08845, over 2475037.54 frames. utt_duration=485.3 frames, utt_pad_proportion=0.06975, over 20461.57 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3031, pruned_loss=0.06506, over 2281072.43 frames. utt_duration=1291 frames, utt_pad_proportion=0.05088, over 7077.93 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.3292, pruned_loss=0.09093, over 2475635.15 frames. utt_duration=453.7 frames, utt_pad_proportion=0.0699, over 21897.53 utterances.], batch size: 80, lr: 4.86e-04
2022-08-24 01:47:06,317 INFO [train.py:927] (6/8) Epoch 7, batch 5200, libri_loss[loss=0.2108, simple_loss=0.3055, pruned_loss=0.05805, over 12458.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.0339, over 46.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.324, pruned_loss=0.08715, over 2474898.08 frames. utt_duration=500.3 frames, utt_pad_proportion=0.06761, over 19843.51 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3028, pruned_loss=0.06472, over 2288692.26 frames. utt_duration=1293 frames, utt_pad_proportion=0.04929, over 7085.91 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3269, pruned_loss=0.09027, over 2475367.02 frames. utt_duration=462.4 frames, utt_pad_proportion=0.06859, over 21478.77 utterances.], batch size: 46, lr: 4.86e-04
2022-08-24 01:48:51,596 INFO [train.py:927] (6/8) Epoch 7, batch 5250, giga_loss[loss=0.3424, simple_loss=0.3747, pruned_loss=0.1551, over 12382.00 frames. utt_duration=191.3 frames, utt_pad_proportion=0.1143, over 261.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.3237, pruned_loss=0.08735, over 2475018.24 frames. utt_duration=497.2 frames, utt_pad_proportion=0.06559, over 19970.17 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3025, pruned_loss=0.06455, over 2293952.71 frames. utt_duration=1296 frames, utt_pad_proportion=0.04845, over 7090.04 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3268, pruned_loss=0.0906, over 2475660.44 frames. utt_duration=459.4 frames, utt_pad_proportion=0.06689, over 21623.42 utterances.], batch size: 261, lr: 4.86e-04
2022-08-24 01:50:35,183 INFO [train.py:927] (6/8) Epoch 7, batch 5300, giga_loss[loss=0.2519, simple_loss=0.3212, pruned_loss=0.09136, over 12265.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02944, over 42.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3229, pruned_loss=0.08735, over 2474738.46 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06976, over 20292.80 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.302, pruned_loss=0.06417, over 2299770.60 frames. utt_duration=1298 frames, utt_pad_proportion=0.04767, over 7095.09 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3265, pruned_loss=0.09097, over 2475636.66 frames. utt_duration=451 frames, utt_pad_proportion=0.07092, over 22028.68 utterances.], batch size: 42, lr: 4.86e-04
2022-08-24 01:52:18,737 INFO [train.py:927] (6/8) Epoch 7, batch 5350, giga_loss[loss=0.3472, simple_loss=0.3871, pruned_loss=0.1536, over 12392.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3224, pruned_loss=0.08718, over 2474571.46 frames. utt_duration=490.2 frames, utt_pad_proportion=0.06754, over 20252.00 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3016, pruned_loss=0.06406, over 2302014.03 frames. utt_duration=1302 frames, utt_pad_proportion=0.04728, over 7081.70 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3257, pruned_loss=0.09043, over 2475616.17 frames. utt_duration=455.5 frames, utt_pad_proportion=0.0688, over 21808.28 utterances.], batch size: 258, lr: 4.86e-04
2022-08-24 01:54:05,066 INFO [train.py:927] (6/8) Epoch 7, batch 5400, giga_loss[loss=0.2394, simple_loss=0.3063, pruned_loss=0.08624, over 12390.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03434, over 122.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3249, pruned_loss=0.08868, over 2474362.40 frames. utt_duration=477.6 frames, utt_pad_proportion=0.07088, over 20786.88 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3023, pruned_loss=0.06431, over 2304548.17 frames. utt_duration=1300 frames, utt_pad_proportion=0.04702, over 7101.35 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3272, pruned_loss=0.09136, over 2475236.26 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07186, over 22180.45 utterances.], batch size: 122, lr: 4.86e-04
2022-08-24 01:55:50,419 INFO [train.py:927] (6/8) Epoch 7, batch 5450, giga_loss[loss=0.2271, simple_loss=0.3265, pruned_loss=0.06383, over 12387.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.027, over 70.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.326, pruned_loss=0.08729, over 2474225.14 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06891, over 20256.68 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3027, pruned_loss=0.06457, over 2309453.45 frames. utt_duration=1302 frames, utt_pad_proportion=0.04589, over 7102.31 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3282, pruned_loss=0.08986, over 2475029.30 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07034, over 21728.21 utterances.], batch size: 70, lr: 4.86e-04
2022-08-24 01:57:35,362 INFO [train.py:927] (6/8) Epoch 7, batch 5500, giga_loss[loss=0.3494, simple_loss=0.3896, pruned_loss=0.1546, over 12398.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3267, pruned_loss=0.08606, over 2474144.18 frames. utt_duration=505.1 frames, utt_pad_proportion=0.06714, over 19650.59 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3024, pruned_loss=0.06451, over 2312369.72 frames. utt_duration=1306 frames, utt_pad_proportion=0.0453, over 7092.32 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3291, pruned_loss=0.08852, over 2475104.63 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06871, over 21051.02 utterances.], batch size: 259, lr: 4.85e-04
2022-08-24 01:59:18,457 INFO [train.py:927] (6/8) Epoch 7, batch 5550, giga_loss[loss=0.2167, simple_loss=0.2934, pruned_loss=0.06994, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04387, over 31.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3302, pruned_loss=0.08975, over 2474708.07 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06808, over 20546.31 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3024, pruned_loss=0.06479, over 2315077.90 frames. utt_duration=1310 frames, utt_pad_proportion=0.04462, over 7077.56 utterances.], giga_tot_loss[loss=0.2581, simple_loss=0.3325, pruned_loss=0.09187, over 2475914.22 frames. utt_duration=453.8 frames, utt_pad_proportion=0.06955, over 21894.82 utterances.], batch size: 31, lr: 4.85e-04
2022-08-24 02:01:00,243 INFO [train.py:927] (6/8) Epoch 7, batch 5600, giga_loss[loss=0.2886, simple_loss=0.3442, pruned_loss=0.1165, over 12395.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07787, over 213.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3303, pruned_loss=0.09047, over 2473972.60 frames. utt_duration=483.8 frames, utt_pad_proportion=0.06879, over 20516.54 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3028, pruned_loss=0.06503, over 2320516.95 frames. utt_duration=1314 frames, utt_pad_proportion=0.04332, over 7071.04 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3327, pruned_loss=0.09275, over 2474960.86 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07056, over 22025.60 utterances.], batch size: 213, lr: 4.85e-04
2022-08-24 02:02:44,636 INFO [train.py:927] (6/8) Epoch 7, batch 5650, giga_loss[loss=0.2411, simple_loss=0.3255, pruned_loss=0.07835, over 12344.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03122, over 85.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3286, pruned_loss=0.08768, over 2474674.91 frames. utt_duration=502 frames, utt_pad_proportion=0.06656, over 19778.44 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3027, pruned_loss=0.06499, over 2323784.41 frames. utt_duration=1319 frames, utt_pad_proportion=0.04267, over 7057.72 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.331, pruned_loss=0.08997, over 2475267.87 frames. utt_duration=467.9 frames, utt_pad_proportion=0.0685, over 21227.14 utterances.], batch size: 85, lr: 4.85e-04
2022-08-24 02:04:29,151 INFO [train.py:927] (6/8) Epoch 7, batch 5700, giga_loss[loss=0.2286, simple_loss=0.3159, pruned_loss=0.0707, over 12464.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.03801, over 34.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3293, pruned_loss=0.08796, over 2474779.65 frames. utt_duration=492.9 frames, utt_pad_proportion=0.06853, over 20142.92 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3027, pruned_loss=0.06502, over 2329041.73 frames. utt_duration=1320 frames, utt_pad_proportion=0.04205, over 7066.94 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3321, pruned_loss=0.09046, over 2475199.94 frames. utt_duration=457.9 frames, utt_pad_proportion=0.0703, over 21691.26 utterances.], batch size: 34, lr: 4.85e-04
2022-08-24 02:06:14,794 INFO [train.py:927] (6/8) Epoch 7, batch 5750, giga_loss[loss=0.2741, simple_loss=0.333, pruned_loss=0.1076, over 12430.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04138, over 146.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3299, pruned_loss=0.08911, over 2475100.79 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06933, over 20770.60 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.303, pruned_loss=0.06506, over 2329826.52 frames. utt_duration=1319 frames, utt_pad_proportion=0.0419, over 7071.61 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3319, pruned_loss=0.09115, over 2475377.70 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07073, over 22040.62 utterances.], batch size: 146, lr: 4.85e-04
2022-08-24 02:08:02,311 INFO [train.py:927] (6/8) Epoch 7, batch 5800, giga_loss[loss=0.2385, simple_loss=0.3206, pruned_loss=0.07818, over 12311.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02903, over 74.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3281, pruned_loss=0.08848, over 2474622.95 frames. utt_duration=497.7 frames, utt_pad_proportion=0.06678, over 19946.87 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3031, pruned_loss=0.06493, over 2334589.04 frames. utt_duration=1324 frames, utt_pad_proportion=0.04076, over 7063.24 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3304, pruned_loss=0.09099, over 2475081.45 frames. utt_duration=464.1 frames, utt_pad_proportion=0.06874, over 21398.86 utterances.], batch size: 74, lr: 4.85e-04
2022-08-24 02:09:48,645 INFO [train.py:927] (6/8) Epoch 7, batch 5850, giga_loss[loss=0.2909, simple_loss=0.3469, pruned_loss=0.1175, over 12407.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03966, over 133.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3263, pruned_loss=0.08837, over 2474949.08 frames. utt_duration=489.8 frames, utt_pad_proportion=0.07247, over 20271.64 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3029, pruned_loss=0.06472, over 2337193.81 frames. utt_duration=1323 frames, utt_pad_proportion=0.04047, over 7076.71 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3288, pruned_loss=0.09097, over 2475489.46 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07396, over 21649.44 utterances.], batch size: 133, lr: 4.85e-04
2022-08-24 02:11:37,535 INFO [train.py:927] (6/8) Epoch 7, batch 5900, giga_loss[loss=0.2169, simple_loss=0.3099, pruned_loss=0.06196, over 12388.00 frames. utt_duration=307.4 frames, utt_pad_proportion=0.05406, over 162.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3245, pruned_loss=0.08776, over 2473992.04 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07855, over 21181.75 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3029, pruned_loss=0.06495, over 2341513.31 frames. utt_duration=1300 frames, utt_pad_proportion=0.04803, over 7213.86 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3272, pruned_loss=0.09036, over 2474801.37 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07776, over 22589.17 utterances.], batch size: 162, lr: 4.85e-04
2022-08-24 02:13:21,502 INFO [train.py:927] (6/8) Epoch 7, batch 5950, giga_loss[loss=0.2523, simple_loss=0.328, pruned_loss=0.08831, over 12348.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3224, pruned_loss=0.08559, over 2474475.20 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07689, over 21648.62 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3038, pruned_loss=0.06558, over 2346109.54 frames. utt_duration=1296 frames, utt_pad_proportion=0.04755, over 7248.74 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3244, pruned_loss=0.08782, over 2475123.90 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07685, over 23203.78 utterances.], batch size: 97, lr: 4.85e-04
2022-08-24 02:15:11,039 INFO [train.py:927] (6/8) Epoch 7, batch 6000, giga_loss[loss=0.2446, simple_loss=0.3324, pruned_loss=0.07844, over 12159.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.03956, over 28.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3205, pruned_loss=0.08515, over 2474577.67 frames. utt_duration=457.3 frames, utt_pad_proportion=0.07401, over 21716.39 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3036, pruned_loss=0.06553, over 2349155.29 frames. utt_duration=1292 frames, utt_pad_proportion=0.04803, over 7280.42 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3226, pruned_loss=0.08739, over 2475211.48 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07423, over 23231.90 utterances.], batch size: 28, lr: 4.85e-04
2022-08-24 02:15:11,040 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 02:15:24,868 INFO [train.py:967] (6/8) Epoch 7, validation: loss=0.195, simple_loss=0.308, pruned_loss=0.04098, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 02:17:06,791 INFO [train.py:927] (6/8) Epoch 7, batch 6050, libri_loss[loss=0.1866, simple_loss=0.2717, pruned_loss=0.05075, over 12199.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007922, over 30.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3193, pruned_loss=0.08452, over 2474364.73 frames. utt_duration=472 frames, utt_pad_proportion=0.07265, over 21036.23 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3032, pruned_loss=0.06538, over 2352260.58 frames. utt_duration=1299 frames, utt_pad_proportion=0.04696, over 7252.37 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3218, pruned_loss=0.08699, over 2475496.84 frames. utt_duration=438.3 frames, utt_pad_proportion=0.0734, over 22666.15 utterances.], batch size: 30, lr: 4.85e-04
2022-08-24 02:18:52,534 INFO [train.py:927] (6/8) Epoch 7, batch 6100, giga_loss[loss=0.2427, simple_loss=0.3211, pruned_loss=0.08211, over 12422.00 frames. utt_duration=622.4 frames, utt_pad_proportion=0.03356, over 80.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3207, pruned_loss=0.08533, over 2474702.78 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06919, over 20876.41 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3035, pruned_loss=0.06561, over 2354153.80 frames. utt_duration=1301 frames, utt_pad_proportion=0.04639, over 7245.60 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3227, pruned_loss=0.08737, over 2475526.88 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07027, over 22359.49 utterances.], batch size: 80, lr: 4.85e-04
2022-08-24 02:20:39,455 INFO [train.py:927] (6/8) Epoch 7, batch 6150, giga_loss[loss=0.2493, simple_loss=0.3293, pruned_loss=0.08465, over 12403.00 frames. utt_duration=374.6 frames, utt_pad_proportion=0.03958, over 133.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3223, pruned_loss=0.08713, over 2475322.92 frames. utt_duration=440.3 frames, utt_pad_proportion=0.08322, over 22564.18 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.304, pruned_loss=0.0657, over 2357858.48 frames. utt_duration=1299 frames, utt_pad_proportion=0.04553, over 7270.08 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3239, pruned_loss=0.08925, over 2475864.82 frames. utt_duration=411.8 frames, utt_pad_proportion=0.08381, over 24135.92 utterances.], batch size: 133, lr: 4.85e-04
2022-08-24 02:22:29,863 INFO [train.py:927] (6/8) Epoch 7, batch 6200, giga_loss[loss=0.2585, simple_loss=0.3347, pruned_loss=0.0911, over 12400.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04022, over 133.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.325, pruned_loss=0.08888, over 2474904.23 frames. utt_duration=435 frames, utt_pad_proportion=0.08505, over 22837.21 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3042, pruned_loss=0.06587, over 2358962.68 frames. utt_duration=1300 frames, utt_pad_proportion=0.04515, over 7266.39 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3263, pruned_loss=0.09062, over 2475376.22 frames. utt_duration=410.3 frames, utt_pad_proportion=0.08561, over 24218.11 utterances.], batch size: 133, lr: 4.84e-04
2022-08-24 02:24:17,518 INFO [train.py:927] (6/8) Epoch 7, batch 6250, giga_loss[loss=0.293, simple_loss=0.3363, pruned_loss=0.1249, over 12367.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2009, over 368.00 utterances.], tot_loss[loss=0.2526, simple_loss=0.3254, pruned_loss=0.08988, over 2475410.33 frames. utt_duration=432.9 frames, utt_pad_proportion=0.08815, over 22950.90 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3041, pruned_loss=0.06577, over 2362480.65 frames. utt_duration=1288 frames, utt_pad_proportion=0.04862, over 7344.03 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3271, pruned_loss=0.09199, over 2475718.14 frames. utt_duration=407.4 frames, utt_pad_proportion=0.08786, over 24395.04 utterances.], batch size: 368, lr: 4.84e-04
2022-08-24 02:26:04,605 INFO [train.py:927] (6/8) Epoch 7, batch 6300, libri_loss[loss=0.2124, simple_loss=0.2982, pruned_loss=0.06326, over 12474.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004227, over 35.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3244, pruned_loss=0.08776, over 2475891.56 frames. utt_duration=454 frames, utt_pad_proportion=0.08054, over 21883.28 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3034, pruned_loss=0.06557, over 2368098.17 frames. utt_duration=1298 frames, utt_pad_proportion=0.04659, over 7306.25 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3276, pruned_loss=0.09085, over 2476576.62 frames. utt_duration=416.3 frames, utt_pad_proportion=0.08185, over 23879.30 utterances.], batch size: 35, lr: 4.84e-04
2022-08-24 02:27:53,547 INFO [train.py:927] (6/8) Epoch 7, batch 6350, giga_loss[loss=0.2291, simple_loss=0.301, pruned_loss=0.07855, over 12276.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.02692, over 28.00 utterances.], tot_loss[loss=0.248, simple_loss=0.323, pruned_loss=0.08651, over 2475443.90 frames. utt_duration=470.4 frames, utt_pad_proportion=0.0774, over 21115.37 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.3033, pruned_loss=0.06557, over 2371291.70 frames. utt_duration=1289 frames, utt_pad_proportion=0.04999, over 7366.59 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3261, pruned_loss=0.08958, over 2475976.84 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07809, over 23044.94 utterances.], batch size: 28, lr: 4.84e-04
2022-08-24 02:29:41,752 INFO [train.py:927] (6/8) Epoch 7, batch 6400, giga_loss[loss=0.2469, simple_loss=0.3198, pruned_loss=0.08696, over 12411.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06257, over 183.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3244, pruned_loss=0.08859, over 2475941.29 frames. utt_duration=443 frames, utt_pad_proportion=0.08298, over 22428.30 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3037, pruned_loss=0.06566, over 2372878.27 frames. utt_duration=1276 frames, utt_pad_proportion=0.05458, over 7446.13 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3268, pruned_loss=0.0912, over 2476336.63 frames. utt_duration=413.2 frames, utt_pad_proportion=0.08208, over 24055.58 utterances.], batch size: 183, lr: 4.84e-04
2022-08-24 02:31:27,446 INFO [train.py:927] (6/8) Epoch 7, batch 6450, giga_loss[loss=0.2373, simple_loss=0.3192, pruned_loss=0.07766, over 12153.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.03876, over 33.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3243, pruned_loss=0.08947, over 2475004.90 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08506, over 22827.56 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3038, pruned_loss=0.06558, over 2373628.57 frames. utt_duration=1279 frames, utt_pad_proportion=0.05417, over 7434.69 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3263, pruned_loss=0.09179, over 2475558.20 frames. utt_duration=409.8 frames, utt_pad_proportion=0.08442, over 24252.11 utterances.], batch size: 33, lr: 4.84e-04
2022-08-24 02:33:14,096 INFO [train.py:927] (6/8) Epoch 7, batch 6500, giga_loss[loss=0.2381, simple_loss=0.3174, pruned_loss=0.07944, over 12408.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02551, over 70.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3241, pruned_loss=0.09003, over 2475369.16 frames. utt_duration=430.8 frames, utt_pad_proportion=0.08693, over 23064.06 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3037, pruned_loss=0.06576, over 2375536.21 frames. utt_duration=1280 frames, utt_pad_proportion=0.05346, over 7430.91 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3261, pruned_loss=0.09215, over 2475902.96 frames. utt_duration=406.2 frames, utt_pad_proportion=0.08667, over 24467.63 utterances.], batch size: 70, lr: 4.84e-04
2022-08-24 02:34:58,321 INFO [train.py:927] (6/8) Epoch 7, batch 6550, libri_loss[loss=0.2538, simple_loss=0.337, pruned_loss=0.08528, over 12409.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02377, over 43.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.324, pruned_loss=0.08924, over 2474558.77 frames. utt_duration=453.9 frames, utt_pad_proportion=0.082, over 21877.68 utterances.], libri_tot_loss[loss=0.2179, simple_loss=0.304, pruned_loss=0.06591, over 2378074.94 frames. utt_duration=1275 frames, utt_pad_proportion=0.0535, over 7470.83 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3259, pruned_loss=0.09145, over 2475337.33 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08233, over 23372.27 utterances.], batch size: 43, lr: 4.84e-04
2022-08-24 02:36:42,385 INFO [train.py:927] (6/8) Epoch 7, batch 6600, libri_loss[loss=0.2003, simple_loss=0.2827, pruned_loss=0.05899, over 12398.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006744, over 31.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3258, pruned_loss=0.09134, over 2474296.58 frames. utt_duration=445.8 frames, utt_pad_proportion=0.08304, over 22276.70 utterances.], libri_tot_loss[loss=0.2178, simple_loss=0.3039, pruned_loss=0.06584, over 2380200.27 frames. utt_duration=1266 frames, utt_pad_proportion=0.05755, over 7530.40 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3279, pruned_loss=0.09375, over 2475145.06 frames. utt_duration=418.3 frames, utt_pad_proportion=0.08234, over 23751.65 utterances.], batch size: 31, lr: 4.84e-04
2022-08-24 02:38:28,310 INFO [train.py:927] (6/8) Epoch 7, batch 6650, giga_loss[loss=0.2564, simple_loss=0.3264, pruned_loss=0.09317, over 12406.00 frames. utt_duration=621.8 frames, utt_pad_proportion=0.03451, over 80.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3246, pruned_loss=0.09016, over 2473621.10 frames. utt_duration=454.2 frames, utt_pad_proportion=0.08088, over 21852.91 utterances.], libri_tot_loss[loss=0.2176, simple_loss=0.3036, pruned_loss=0.06575, over 2381904.56 frames. utt_duration=1272 frames, utt_pad_proportion=0.05628, over 7500.00 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3271, pruned_loss=0.09279, over 2475239.13 frames. utt_duration=423.8 frames, utt_pad_proportion=0.08102, over 23444.37 utterances.], batch size: 80, lr: 4.84e-04
2022-08-24 02:40:13,601 INFO [train.py:927] (6/8) Epoch 7, batch 6700, giga_loss[loss=0.2329, simple_loss=0.3033, pruned_loss=0.08124, over 12102.00 frames. utt_duration=1615 frames, utt_pad_proportion=0.03855, over 30.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3239, pruned_loss=0.08899, over 2472957.90 frames. utt_duration=473.5 frames, utt_pad_proportion=0.08048, over 20954.57 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.303, pruned_loss=0.06568, over 2384837.71 frames. utt_duration=1280 frames, utt_pad_proportion=0.05465, over 7461.80 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3271, pruned_loss=0.09204, over 2474888.52 frames. utt_duration=436 frames, utt_pad_proportion=0.08138, over 22781.20 utterances.], batch size: 30, lr: 4.84e-04
2022-08-24 02:41:58,066 INFO [train.py:927] (6/8) Epoch 7, batch 6750, giga_loss[loss=0.2404, simple_loss=0.3158, pruned_loss=0.08251, over 12369.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.02909, over 58.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3244, pruned_loss=0.08913, over 2473446.87 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07768, over 20305.86 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3027, pruned_loss=0.06557, over 2387573.41 frames. utt_duration=1285 frames, utt_pad_proportion=0.05344, over 7441.21 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3279, pruned_loss=0.0923, over 2474881.47 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07922, over 22149.24 utterances.], batch size: 58, lr: 4.84e-04
2022-08-24 02:43:43,897 INFO [train.py:927] (6/8) Epoch 7, batch 6800, giga_loss[loss=0.2599, simple_loss=0.335, pruned_loss=0.09238, over 12194.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03505, over 42.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3262, pruned_loss=0.08923, over 2473559.88 frames. utt_duration=490.6 frames, utt_pad_proportion=0.07044, over 20228.68 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.303, pruned_loss=0.06566, over 2388788.84 frames. utt_duration=1286 frames, utt_pad_proportion=0.05279, over 7439.56 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.329, pruned_loss=0.09201, over 2474759.29 frames. utt_duration=454.2 frames, utt_pad_proportion=0.07247, over 21862.48 utterances.], batch size: 42, lr: 4.84e-04
2022-08-24 02:45:29,142 INFO [train.py:927] (6/8) Epoch 7, batch 6850, giga_loss[loss=0.2487, simple_loss=0.3228, pruned_loss=0.08733, over 12453.00 frames. utt_duration=906.9 frames, utt_pad_proportion=0.03108, over 55.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3275, pruned_loss=0.09041, over 2473952.05 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07159, over 21123.90 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.303, pruned_loss=0.0656, over 2390071.90 frames. utt_duration=1285 frames, utt_pad_proportion=0.0525, over 7447.04 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.33, pruned_loss=0.09298, over 2474850.91 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07325, over 22592.40 utterances.], batch size: 55, lr: 4.84e-04
2022-08-24 02:47:13,093 INFO [train.py:927] (6/8) Epoch 7, batch 6900, giga_loss[loss=0.2602, simple_loss=0.3359, pruned_loss=0.09225, over 12371.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02789, over 91.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3267, pruned_loss=0.09007, over 2474342.79 frames. utt_duration=463.3 frames, utt_pad_proportion=0.0751, over 21428.67 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3028, pruned_loss=0.06552, over 2391825.18 frames. utt_duration=1283 frames, utt_pad_proportion=0.05266, over 7465.71 utterances.], giga_tot_loss[loss=0.2573, simple_loss=0.3294, pruned_loss=0.09264, over 2475006.28 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07632, over 22831.00 utterances.], batch size: 91, lr: 4.83e-04
2022-08-24 02:49:02,558 INFO [train.py:927] (6/8) Epoch 7, batch 6950, giga_loss[loss=0.271, simple_loss=0.3317, pruned_loss=0.1051, over 12386.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07413, over 212.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3271, pruned_loss=0.09079, over 2474259.51 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0743, over 21687.23 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3025, pruned_loss=0.06537, over 2392720.62 frames. utt_duration=1286 frames, utt_pad_proportion=0.05206, over 7452.78 utterances.], giga_tot_loss[loss=0.2582, simple_loss=0.3298, pruned_loss=0.09326, over 2475070.00 frames. utt_duration=432 frames, utt_pad_proportion=0.07556, over 22994.67 utterances.], batch size: 212, lr: 4.83e-04
2022-08-24 02:50:46,559 INFO [train.py:927] (6/8) Epoch 7, batch 7000, giga_loss[loss=0.301, simple_loss=0.3596, pruned_loss=0.1213, over 12391.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07014, over 211.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3279, pruned_loss=0.09182, over 2474062.51 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07452, over 21566.44 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3025, pruned_loss=0.06515, over 2394171.98 frames. utt_duration=1289 frames, utt_pad_proportion=0.05125, over 7439.85 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3304, pruned_loss=0.09445, over 2474861.87 frames. utt_duration=434.2 frames, utt_pad_proportion=0.0759, over 22874.34 utterances.], batch size: 211, lr: 4.83e-04
2022-08-24 02:52:33,041 INFO [train.py:927] (6/8) Epoch 7, batch 7050, giga_loss[loss=0.254, simple_loss=0.3276, pruned_loss=0.09024, over 12350.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03224, over 97.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.329, pruned_loss=0.09224, over 2473520.64 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07331, over 21114.61 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3026, pruned_loss=0.06514, over 2395152.46 frames. utt_duration=1288 frames, utt_pad_proportion=0.05136, over 7445.09 utterances.], giga_tot_loss[loss=0.2606, simple_loss=0.3315, pruned_loss=0.09482, over 2474702.88 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07461, over 22405.80 utterances.], batch size: 97, lr: 4.83e-04
2022-08-24 02:54:17,993 INFO [train.py:927] (6/8) Epoch 7, batch 7100, giga_loss[loss=0.2186, simple_loss=0.3055, pruned_loss=0.06584, over 12389.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.0307, over 62.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3288, pruned_loss=0.09198, over 2473313.71 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07335, over 21170.39 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3024, pruned_loss=0.06516, over 2396358.83 frames. utt_duration=1292 frames, utt_pad_proportion=0.05057, over 7426.32 utterances.], giga_tot_loss[loss=0.2602, simple_loss=0.3313, pruned_loss=0.09449, over 2474557.38 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07473, over 22460.94 utterances.], batch size: 62, lr: 4.83e-04
2022-08-24 02:56:03,221 INFO [train.py:927] (6/8) Epoch 7, batch 7150, libri_loss[loss=0.2275, simple_loss=0.3213, pruned_loss=0.06683, over 12460.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005224, over 35.00 utterances.], tot_loss[loss=0.2556, simple_loss=0.3281, pruned_loss=0.09149, over 2473495.91 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07546, over 21591.61 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3023, pruned_loss=0.06507, over 2398184.89 frames. utt_duration=1298 frames, utt_pad_proportion=0.04964, over 7398.98 utterances.], giga_tot_loss[loss=0.2597, simple_loss=0.3309, pruned_loss=0.0942, over 2474556.04 frames. utt_duration=432.2 frames, utt_pad_proportion=0.07686, over 22979.30 utterances.], batch size: 35, lr: 4.83e-04
2022-08-24 02:57:49,937 INFO [train.py:927] (6/8) Epoch 7, batch 7200, giga_loss[loss=0.2097, simple_loss=0.2846, pruned_loss=0.0674, over 12389.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.02859, over 51.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3253, pruned_loss=0.09012, over 2474285.24 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07401, over 20806.95 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3023, pruned_loss=0.06515, over 2399516.52 frames. utt_duration=1300 frames, utt_pad_proportion=0.04891, over 7389.16 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3279, pruned_loss=0.09266, over 2475266.81 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07565, over 22159.51 utterances.], batch size: 51, lr: 4.83e-04
2022-08-24 02:59:34,312 INFO [train.py:927] (6/8) Epoch 7, batch 7250, giga_loss[loss=0.2524, simple_loss=0.3135, pruned_loss=0.09561, over 12357.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.04588, over 34.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3236, pruned_loss=0.08977, over 2474632.64 frames. utt_duration=472.2 frames, utt_pad_proportion=0.07523, over 21029.52 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3026, pruned_loss=0.06527, over 2402170.90 frames. utt_duration=1303 frames, utt_pad_proportion=0.04773, over 7385.60 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.326, pruned_loss=0.09238, over 2475015.51 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07703, over 22492.06 utterances.], batch size: 34, lr: 4.83e-04
2022-08-24 03:01:21,560 INFO [train.py:927] (6/8) Epoch 7, batch 7300, giga_loss[loss=0.2491, simple_loss=0.3226, pruned_loss=0.08778, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03253, over 80.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3215, pruned_loss=0.08876, over 2474389.89 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07665, over 20743.07 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3028, pruned_loss=0.06524, over 2404736.88 frames. utt_duration=1304 frames, utt_pad_proportion=0.04672, over 7382.55 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3238, pruned_loss=0.09161, over 2474663.55 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07858, over 22331.83 utterances.], batch size: 80, lr: 4.83e-04
2022-08-24 03:03:07,342 INFO [train.py:927] (6/8) Epoch 7, batch 7350, libri_loss[loss=0.1815, simple_loss=0.2671, pruned_loss=0.04793, over 12174.00 frames. utt_duration=1805 frames, utt_pad_proportion=0.04359, over 27.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3222, pruned_loss=0.0876, over 2474567.43 frames. utt_duration=460.5 frames, utt_pad_proportion=0.07326, over 21564.14 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.3027, pruned_loss=0.06517, over 2405635.20 frames. utt_duration=1307 frames, utt_pad_proportion=0.04641, over 7372.78 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3245, pruned_loss=0.09024, over 2474934.50 frames. utt_duration=431.4 frames, utt_pad_proportion=0.07514, over 23025.69 utterances.], batch size: 27, lr: 4.83e-04
2022-08-24 03:04:51,525 INFO [train.py:927] (6/8) Epoch 7, batch 7400, giga_loss[loss=0.2203, simple_loss=0.3074, pruned_loss=0.0666, over 12417.00 frames. utt_duration=307.9 frames, utt_pad_proportion=0.04971, over 162.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3192, pruned_loss=0.08366, over 2475362.88 frames. utt_duration=452.3 frames, utt_pad_proportion=0.07217, over 21963.18 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.302, pruned_loss=0.06494, over 2408722.02 frames. utt_duration=1309 frames, utt_pad_proportion=0.04572, over 7368.62 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3224, pruned_loss=0.08687, over 2475659.31 frames. utt_duration=418.1 frames, utt_pad_proportion=0.07428, over 23769.46 utterances.], batch size: 162, lr: 4.83e-04
2022-08-24 03:06:38,492 INFO [train.py:927] (6/8) Epoch 7, batch 7450, libri_loss[loss=0.1886, simple_loss=0.265, pruned_loss=0.05614, over 12230.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008606, over 29.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3156, pruned_loss=0.07972, over 2475860.71 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07376, over 22823.12 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3018, pruned_loss=0.06478, over 2410165.19 frames. utt_duration=1313 frames, utt_pad_proportion=0.04485, over 7351.48 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3188, pruned_loss=0.0828, over 2476312.63 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07569, over 24628.08 utterances.], batch size: 29, lr: 4.83e-04
2022-08-24 03:08:24,429 INFO [train.py:927] (6/8) Epoch 7, batch 7500, giga_loss[loss=0.2117, simple_loss=0.2919, pruned_loss=0.0658, over 12365.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1971, over 366.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3155, pruned_loss=0.07826, over 2476194.57 frames. utt_duration=407 frames, utt_pad_proportion=0.0758, over 24421.70 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3016, pruned_loss=0.06466, over 2410806.08 frames. utt_duration=1313 frames, utt_pad_proportion=0.04475, over 7351.02 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3183, pruned_loss=0.0809, over 2476558.59 frames. utt_duration=382.8 frames, utt_pad_proportion=0.07722, over 25978.89 utterances.], batch size: 366, lr: 4.83e-04
2022-08-24 03:10:09,555 INFO [train.py:927] (6/8) Epoch 7, batch 7550, giga_loss[loss=0.2405, simple_loss=0.3078, pruned_loss=0.08655, over 12347.00 frames. utt_duration=138.6 frames, utt_pad_proportion=0.1846, over 360.00 utterances.], tot_loss[loss=0.2328, simple_loss=0.3136, pruned_loss=0.07605, over 2476089.16 frames. utt_duration=410.4 frames, utt_pad_proportion=0.07333, over 24221.22 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3021, pruned_loss=0.06483, over 2411988.79 frames. utt_duration=1315 frames, utt_pad_proportion=0.04405, over 7344.10 utterances.], giga_tot_loss[loss=0.236, simple_loss=0.3155, pruned_loss=0.0782, over 2476468.95 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07491, over 25763.86 utterances.], batch size: 360, lr: 4.82e-04
2022-08-24 03:11:52,674 INFO [train.py:927] (6/8) Epoch 7, batch 7600, giga_loss[loss=0.2252, simple_loss=0.3118, pruned_loss=0.06929, over 12438.00 frames. utt_duration=372.8 frames, utt_pad_proportion=0.04416, over 134.00 utterances.], tot_loss[loss=0.2312, simple_loss=0.3127, pruned_loss=0.07487, over 2476783.78 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06902, over 24088.11 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3026, pruned_loss=0.06485, over 2412989.94 frames. utt_duration=1316 frames, utt_pad_proportion=0.04396, over 7342.83 utterances.], giga_tot_loss[loss=0.2337, simple_loss=0.314, pruned_loss=0.07671, over 2477049.59 frames. utt_duration=389.4 frames, utt_pad_proportion=0.07063, over 25542.36 utterances.], batch size: 134, lr: 4.82e-04
2022-08-24 03:13:36,249 INFO [train.py:927] (6/8) Epoch 7, batch 7650, giga_loss[loss=0.2024, simple_loss=0.2973, pruned_loss=0.05373, over 12383.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03083, over 62.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3109, pruned_loss=0.07299, over 2476426.36 frames. utt_duration=412.3 frames, utt_pad_proportion=0.06876, over 24110.37 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3027, pruned_loss=0.06491, over 2413809.15 frames. utt_duration=1315 frames, utt_pad_proportion=0.04357, over 7350.59 utterances.], giga_tot_loss[loss=0.2305, simple_loss=0.3119, pruned_loss=0.07451, over 2476766.18 frames. utt_duration=390.3 frames, utt_pad_proportion=0.07023, over 25475.60 utterances.], batch size: 62, lr: 4.82e-04
2022-08-24 03:15:17,499 INFO [train.py:927] (6/8) Epoch 7, batch 7700, giga_loss[loss=0.2018, simple_loss=0.2742, pruned_loss=0.06465, over 12360.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1879, over 362.00 utterances.], tot_loss[loss=0.223, simple_loss=0.3057, pruned_loss=0.07016, over 2476858.70 frames. utt_duration=393.1 frames, utt_pad_proportion=0.07786, over 25298.75 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3024, pruned_loss=0.0648, over 2414989.18 frames. utt_duration=1318 frames, utt_pad_proportion=0.04309, over 7338.42 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3069, pruned_loss=0.07154, over 2476910.39 frames. utt_duration=373.6 frames, utt_pad_proportion=0.07876, over 26619.14 utterances.], batch size: 362, lr: 4.82e-04
2022-08-24 03:17:00,938 INFO [train.py:927] (6/8) Epoch 7, batch 7750, libri_loss[loss=0.218, simple_loss=0.3078, pruned_loss=0.06412, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006427, over 34.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3039, pruned_loss=0.06936, over 2476962.72 frames. utt_duration=402.7 frames, utt_pad_proportion=0.07429, over 24694.01 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3025, pruned_loss=0.06487, over 2416376.60 frames. utt_duration=1320 frames, utt_pad_proportion=0.04244, over 7331.66 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3048, pruned_loss=0.07048, over 2476857.40 frames. utt_duration=381.4 frames, utt_pad_proportion=0.07553, over 26077.46 utterances.], batch size: 34, lr: 4.82e-04
2022-08-24 03:18:56,168 INFO [train.py:927] (6/8) Epoch 7, batch 7800, giga_loss[loss=0.2349, simple_loss=0.3223, pruned_loss=0.0737, over 12414.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07302, over 212.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3049, pruned_loss=0.0692, over 2476242.62 frames. utt_duration=411.3 frames, utt_pad_proportion=0.072, over 24166.97 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.302, pruned_loss=0.06475, over 2416855.79 frames. utt_duration=1325 frames, utt_pad_proportion=0.04187, over 7306.21 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.306, pruned_loss=0.07027, over 2476773.57 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07342, over 25583.63 utterances.], batch size: 212, lr: 4.82e-04
2022-08-24 03:20:59,763 INFO [train.py:927] (6/8) Epoch 7, batch 7850, giga_loss[loss=0.2012, simple_loss=0.2848, pruned_loss=0.05884, over 12447.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04754, over 147.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3057, pruned_loss=0.069, over 2476276.11 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06859, over 23567.47 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3029, pruned_loss=0.06502, over 2418569.05 frames. utt_duration=1322 frames, utt_pad_proportion=0.04115, over 7325.33 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.306, pruned_loss=0.06974, over 2477015.38 frames. utt_duration=394.2 frames, utt_pad_proportion=0.0704, over 25223.21 utterances.], batch size: 147, lr: 4.82e-04
2022-08-24 03:23:07,291 INFO [train.py:927] (6/8) Epoch 7, batch 7900, giga_loss[loss=0.2053, simple_loss=0.297, pruned_loss=0.05676, over 12395.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07475, over 212.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3036, pruned_loss=0.06714, over 2476657.89 frames. utt_duration=404 frames, utt_pad_proportion=0.07171, over 24602.86 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3027, pruned_loss=0.06493, over 2419096.46 frames. utt_duration=1324 frames, utt_pad_proportion=0.04068, over 7316.50 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3039, pruned_loss=0.06784, over 2477552.30 frames. utt_duration=380.3 frames, utt_pad_proportion=0.07312, over 26150.25 utterances.], batch size: 212, lr: 4.82e-04
2022-08-24 03:25:17,511 INFO [train.py:927] (6/8) Epoch 7, batch 7950, giga_loss[loss=0.2102, simple_loss=0.295, pruned_loss=0.06269, over 12473.00 frames. utt_duration=624.7 frames, utt_pad_proportion=0.0284, over 80.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3009, pruned_loss=0.06578, over 2476317.89 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06991, over 23752.00 utterances.], libri_tot_loss[loss=0.2157, simple_loss=0.3019, pruned_loss=0.06476, over 2421813.94 frames. utt_duration=1321 frames, utt_pad_proportion=0.04392, over 7342.96 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3019, pruned_loss=0.06658, over 2477633.85 frames. utt_duration=383.6 frames, utt_pad_proportion=0.07075, over 25924.76 utterances.], batch size: 80, lr: 4.82e-04
2022-08-24 03:27:13,458 INFO [train.py:927] (6/8) Epoch 7, batch 8000, giga_loss[loss=0.2078, simple_loss=0.2917, pruned_loss=0.06193, over 12324.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03269, over 51.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2992, pruned_loss=0.06519, over 2476054.79 frames. utt_duration=418.7 frames, utt_pad_proportion=0.07104, over 23727.76 utterances.], libri_tot_loss[loss=0.2163, simple_loss=0.3025, pruned_loss=0.06501, over 2422921.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.04851, over 7431.80 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2995, pruned_loss=0.06564, over 2477081.84 frames. utt_duration=387.4 frames, utt_pad_proportion=0.07076, over 25660.99 utterances.], batch size: 51, lr: 4.82e-04
2022-08-24 03:29:16,465 INFO [train.py:927] (6/8) Epoch 7, batch 8050, giga_loss[loss=0.1975, simple_loss=0.29, pruned_loss=0.05249, over 12381.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02391, over 66.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3003, pruned_loss=0.06461, over 2476591.32 frames. utt_duration=437.4 frames, utt_pad_proportion=0.0677, over 22713.50 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3026, pruned_loss=0.06513, over 2424146.10 frames. utt_duration=1293 frames, utt_pad_proportion=0.05222, over 7505.96 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3003, pruned_loss=0.06487, over 2477480.33 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06696, over 24540.14 utterances.], batch size: 66, lr: 4.82e-04
2022-08-24 03:31:29,497 INFO [train.py:927] (6/8) Epoch 7, batch 8100, giga_loss[loss=0.2155, simple_loss=0.3026, pruned_loss=0.06418, over 12418.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.03302, over 122.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2992, pruned_loss=0.06372, over 2476353.31 frames. utt_duration=437.3 frames, utt_pad_proportion=0.06527, over 22718.35 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.303, pruned_loss=0.06523, over 2425248.67 frames. utt_duration=1298 frames, utt_pad_proportion=0.05124, over 7480.61 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2988, pruned_loss=0.06381, over 2477229.65 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06517, over 24511.81 utterances.], batch size: 122, lr: 4.82e-04
2022-08-24 03:33:29,281 INFO [train.py:927] (6/8) Epoch 7, batch 8150, giga_loss[loss=0.2035, simple_loss=0.305, pruned_loss=0.05103, over 12338.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03118, over 91.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3018, pruned_loss=0.06384, over 2477167.17 frames. utt_duration=424.9 frames, utt_pad_proportion=0.0663, over 23387.20 utterances.], libri_tot_loss[loss=0.2165, simple_loss=0.303, pruned_loss=0.06502, over 2426101.07 frames. utt_duration=1301 frames, utt_pad_proportion=0.05055, over 7466.12 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3015, pruned_loss=0.06408, over 2478036.50 frames. utt_duration=396 frames, utt_pad_proportion=0.06643, over 25112.47 utterances.], batch size: 91, lr: 4.82e-04
2022-08-24 03:35:32,944 INFO [train.py:927] (6/8) Epoch 7, batch 8200, giga_loss[loss=0.2085, simple_loss=0.3024, pruned_loss=0.05732, over 12406.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05857, over 182.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3025, pruned_loss=0.06279, over 2477065.75 frames. utt_duration=410.7 frames, utt_pad_proportion=0.06553, over 24197.09 utterances.], libri_tot_loss[loss=0.2158, simple_loss=0.3025, pruned_loss=0.06459, over 2427191.65 frames. utt_duration=1303 frames, utt_pad_proportion=0.04963, over 7457.88 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.3027, pruned_loss=0.06332, over 2478404.22 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06607, over 26124.50 utterances.], batch size: 182, lr: 4.82e-04
2022-08-24 03:37:41,390 INFO [train.py:927] (6/8) Epoch 7, batch 8250, giga_loss[loss=0.1763, simple_loss=0.2733, pruned_loss=0.03963, over 12428.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.06257, over 183.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.3027, pruned_loss=0.06271, over 2477174.85 frames. utt_duration=411 frames, utt_pad_proportion=0.06683, over 24178.10 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3021, pruned_loss=0.06445, over 2428439.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.04863, over 7442.62 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3031, pruned_loss=0.06319, over 2478457.59 frames. utt_duration=379.7 frames, utt_pad_proportion=0.0676, over 26196.17 utterances.], batch size: 183, lr: 4.81e-04
2022-08-24 03:40:08,550 INFO [train.py:927] (6/8) Epoch 7, batch 8300, giga_loss[loss=0.2232, simple_loss=0.3099, pruned_loss=0.06824, over 12399.00 frames. utt_duration=440 frames, utt_pad_proportion=0.0371, over 113.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.3024, pruned_loss=0.06346, over 2477757.99 frames. utt_duration=411 frames, utt_pad_proportion=0.06523, over 24184.32 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3018, pruned_loss=0.06441, over 2429525.04 frames. utt_duration=1308 frames, utt_pad_proportion=0.04821, over 7438.81 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.303, pruned_loss=0.06386, over 2478682.54 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06614, over 26063.47 utterances.], batch size: 113, lr: 4.81e-04
2022-08-24 03:42:16,982 INFO [train.py:927] (6/8) Epoch 7, batch 8350, giga_loss[loss=0.2255, simple_loss=0.3061, pruned_loss=0.07246, over 12367.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09597, over 255.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.3008, pruned_loss=0.06327, over 2478238.35 frames. utt_duration=417.4 frames, utt_pad_proportion=0.06464, over 23817.56 utterances.], libri_tot_loss[loss=0.2153, simple_loss=0.3018, pruned_loss=0.06445, over 2430666.74 frames. utt_duration=1309 frames, utt_pad_proportion=0.04746, over 7434.73 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.3013, pruned_loss=0.06354, over 2479233.48 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06575, over 25754.27 utterances.], batch size: 255, lr: 4.81e-04
2022-08-24 03:44:28,167 INFO [train.py:927] (6/8) Epoch 7, batch 8400, libri_loss[loss=0.2269, simple_loss=0.3086, pruned_loss=0.07255, over 12391.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02379, over 43.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2986, pruned_loss=0.06222, over 2478263.65 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06456, over 24200.12 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3021, pruned_loss=0.06441, over 2431428.41 frames. utt_duration=1311 frames, utt_pad_proportion=0.04678, over 7427.18 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2986, pruned_loss=0.06242, over 2479243.97 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06571, over 26067.96 utterances.], batch size: 43, lr: 4.81e-04
2022-08-24 03:46:34,022 INFO [train.py:927] (6/8) Epoch 7, batch 8450, giga_loss[loss=0.2196, simple_loss=0.3073, pruned_loss=0.06599, over 12429.00 frames. utt_duration=274.3 frames, utt_pad_proportion=0.05727, over 182.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.3004, pruned_loss=0.0629, over 2477803.45 frames. utt_duration=426.2 frames, utt_pad_proportion=0.06151, over 23320.53 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3022, pruned_loss=0.06432, over 2431972.22 frames. utt_duration=1314 frames, utt_pad_proportion=0.04611, over 7413.67 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.3003, pruned_loss=0.0631, over 2478925.72 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06291, over 25100.02 utterances.], batch size: 182, lr: 4.81e-04
2022-08-24 03:48:31,699 INFO [train.py:927] (6/8) Epoch 7, batch 8500, giga_loss[loss=0.2189, simple_loss=0.3063, pruned_loss=0.06575, over 12370.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0614, over 182.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2997, pruned_loss=0.06382, over 2478344.92 frames. utt_duration=417.9 frames, utt_pad_proportion=0.06168, over 23792.18 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3019, pruned_loss=0.06427, over 2433303.50 frames. utt_duration=1317 frames, utt_pad_proportion=0.04511, over 7398.62 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2998, pruned_loss=0.064, over 2479262.27 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06314, over 25654.89 utterances.], batch size: 182, lr: 4.81e-04
2022-08-24 03:50:45,866 INFO [train.py:927] (6/8) Epoch 7, batch 8550, giga_loss[loss=0.2352, simple_loss=0.3292, pruned_loss=0.0706, over 12377.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03637, over 113.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.301, pruned_loss=0.06423, over 2477920.59 frames. utt_duration=418.2 frames, utt_pad_proportion=0.06247, over 23770.40 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3021, pruned_loss=0.06434, over 2433628.44 frames. utt_duration=1317 frames, utt_pad_proportion=0.04473, over 7399.62 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3009, pruned_loss=0.0643, over 2478750.65 frames. utt_duration=391.9 frames, utt_pad_proportion=0.06372, over 25376.94 utterances.], batch size: 113, lr: 4.81e-04
2022-08-24 03:53:04,843 INFO [train.py:927] (6/8) Epoch 7, batch 8600, giga_loss[loss=0.217, simple_loss=0.2929, pruned_loss=0.07057, over 12467.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02749, over 80.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2993, pruned_loss=0.06364, over 2478285.58 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06509, over 23904.47 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3011, pruned_loss=0.06393, over 2435251.80 frames. utt_duration=1325 frames, utt_pad_proportion=0.04347, over 7361.35 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3, pruned_loss=0.06403, over 2479101.47 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06637, over 25814.69 utterances.], batch size: 80, lr: 4.81e-04
2022-08-24 03:55:10,620 INFO [train.py:927] (6/8) Epoch 7, batch 8650, giga_loss[loss=0.1989, simple_loss=0.2821, pruned_loss=0.05789, over 12388.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03544, over 113.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2953, pruned_loss=0.06263, over 2478145.09 frames. utt_duration=421.2 frames, utt_pad_proportion=0.06373, over 23601.78 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3012, pruned_loss=0.0639, over 2436270.62 frames. utt_duration=1320 frames, utt_pad_proportion=0.04368, over 7390.57 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2957, pruned_loss=0.06295, over 2479032.11 frames. utt_duration=389.7 frames, utt_pad_proportion=0.06497, over 25523.87 utterances.], batch size: 113, lr: 4.81e-04
2022-08-24 03:56:59,642 INFO [train.py:927] (6/8) Epoch 7, batch 8700, giga_loss[loss=0.1948, simple_loss=0.2834, pruned_loss=0.05307, over 12419.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02423, over 48.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2951, pruned_loss=0.0625, over 2477476.10 frames. utt_duration=434.9 frames, utt_pad_proportion=0.06155, over 22848.60 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3018, pruned_loss=0.06422, over 2437379.01 frames. utt_duration=1319 frames, utt_pad_proportion=0.04245, over 7398.62 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2947, pruned_loss=0.06243, over 2478692.47 frames. utt_duration=398.3 frames, utt_pad_proportion=0.06331, over 24969.17 utterances.], batch size: 48, lr: 4.81e-04
2022-08-24 03:59:00,387 INFO [train.py:927] (6/8) Epoch 7, batch 8750, giga_loss[loss=0.2279, simple_loss=0.3151, pruned_loss=0.07038, over 12377.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.02973, over 113.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2939, pruned_loss=0.06195, over 2477539.31 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06397, over 23754.73 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3015, pruned_loss=0.06404, over 2437816.50 frames. utt_duration=1323 frames, utt_pad_proportion=0.04185, over 7378.82 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2937, pruned_loss=0.06202, over 2478806.17 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06536, over 25724.08 utterances.], batch size: 113, lr: 4.81e-04
2022-08-24 04:01:14,561 INFO [train.py:927] (6/8) Epoch 7, batch 8800, giga_loss[loss=0.2538, simple_loss=0.3117, pruned_loss=0.09793, over 12406.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1012, over 257.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2928, pruned_loss=0.06169, over 2476888.31 frames. utt_duration=417.7 frames, utt_pad_proportion=0.06364, over 23785.65 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3011, pruned_loss=0.06382, over 2438673.99 frames. utt_duration=1328 frames, utt_pad_proportion=0.04063, over 7356.06 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2927, pruned_loss=0.06185, over 2478554.50 frames. utt_duration=382.6 frames, utt_pad_proportion=0.06531, over 25992.67 utterances.], batch size: 257, lr: 4.81e-04
2022-08-24 04:03:24,335 INFO [train.py:927] (6/8) Epoch 7, batch 8850, giga_loss[loss=0.1985, simple_loss=0.2762, pruned_loss=0.06037, over 12405.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02542, over 48.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2935, pruned_loss=0.06177, over 2477023.89 frames. utt_duration=410.8 frames, utt_pad_proportion=0.0645, over 24192.00 utterances.], libri_tot_loss[loss=0.2145, simple_loss=0.3013, pruned_loss=0.06382, over 2439213.96 frames. utt_duration=1325 frames, utt_pad_proportion=0.04075, over 7371.90 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2931, pruned_loss=0.06185, over 2478548.24 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06584, over 26235.30 utterances.], batch size: 48, lr: 4.81e-04
2022-08-24 04:05:26,467 INFO [train.py:927] (6/8) Epoch 7, batch 8900, giga_loss[loss=0.1975, simple_loss=0.2805, pruned_loss=0.05724, over 12221.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.02903, over 42.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2928, pruned_loss=0.06192, over 2476805.09 frames. utt_duration=420 frames, utt_pad_proportion=0.06203, over 23653.68 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.301, pruned_loss=0.0636, over 2439716.30 frames. utt_duration=1327 frames, utt_pad_proportion=0.03995, over 7361.70 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2926, pruned_loss=0.06214, over 2478592.36 frames. utt_duration=386.2 frames, utt_pad_proportion=0.06369, over 25749.94 utterances.], batch size: 42, lr: 4.81e-04
2022-08-24 04:07:24,425 INFO [train.py:927] (6/8) Epoch 7, batch 8950, giga_loss[loss=0.227, simple_loss=0.3233, pruned_loss=0.06529, over 12372.00 frames. utt_duration=854.4 frames, utt_pad_proportion=0.03126, over 58.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.293, pruned_loss=0.06114, over 2477311.04 frames. utt_duration=398.8 frames, utt_pad_proportion=0.0676, over 24920.15 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3005, pruned_loss=0.06339, over 2440278.10 frames. utt_duration=1332 frames, utt_pad_proportion=0.03942, over 7336.65 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2931, pruned_loss=0.06146, over 2478873.77 frames. utt_duration=369.8 frames, utt_pad_proportion=0.0687, over 26896.68 utterances.], batch size: 58, lr: 4.80e-04
2022-08-24 04:09:25,088 INFO [train.py:927] (6/8) Epoch 7, batch 9000, giga_loss[loss=0.2158, simple_loss=0.3058, pruned_loss=0.0629, over 12374.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06101, over 182.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2958, pruned_loss=0.06176, over 2477270.85 frames. utt_duration=397.6 frames, utt_pad_proportion=0.06573, over 24999.03 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3005, pruned_loss=0.06337, over 2441105.41 frames. utt_duration=1328 frames, utt_pad_proportion=0.03931, over 7358.47 utterances.], giga_tot_loss[loss=0.2098, simple_loss=0.2957, pruned_loss=0.06198, over 2478925.21 frames. utt_duration=366.5 frames, utt_pad_proportion=0.06702, over 27145.82 utterances.], batch size: 182, lr: 4.80e-04
2022-08-24 04:09:25,089 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 04:09:39,710 INFO [train.py:967] (6/8) Epoch 7, validation: loss=0.1833, simple_loss=0.292, pruned_loss=0.03731, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 04:11:42,198 INFO [train.py:927] (6/8) Epoch 7, batch 9050, giga_loss[loss=0.1706, simple_loss=0.2608, pruned_loss=0.04021, over 12423.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03981, over 37.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2947, pruned_loss=0.06119, over 2477605.51 frames. utt_duration=386.7 frames, utt_pad_proportion=0.06958, over 25705.80 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3002, pruned_loss=0.06321, over 2441944.58 frames. utt_duration=1331 frames, utt_pad_proportion=0.03871, over 7346.42 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2948, pruned_loss=0.06147, over 2478823.30 frames. utt_duration=358.7 frames, utt_pad_proportion=0.07059, over 27733.29 utterances.], batch size: 37, lr: 4.80e-04
2022-08-24 04:13:45,540 INFO [train.py:927] (6/8) Epoch 7, batch 9100, giga_loss[loss=0.1878, simple_loss=0.2703, pruned_loss=0.05265, over 12370.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.03204, over 97.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2922, pruned_loss=0.0597, over 2476669.13 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07005, over 24800.95 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2997, pruned_loss=0.06278, over 2442738.98 frames. utt_duration=1336 frames, utt_pad_proportion=0.03744, over 7319.44 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2924, pruned_loss=0.0602, over 2478357.87 frames. utt_duration=365.4 frames, utt_pad_proportion=0.0715, over 27218.37 utterances.], batch size: 97, lr: 4.80e-04
2022-08-24 04:15:50,691 INFO [train.py:927] (6/8) Epoch 7, batch 9150, giga_loss[loss=0.2675, simple_loss=0.3383, pruned_loss=0.09832, over 12417.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07406, over 213.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.294, pruned_loss=0.06055, over 2477318.97 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06652, over 24154.65 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3002, pruned_loss=0.06303, over 2443642.94 frames. utt_duration=1317 frames, utt_pad_proportion=0.04269, over 7427.96 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2935, pruned_loss=0.06064, over 2478760.47 frames. utt_duration=375.9 frames, utt_pad_proportion=0.067, over 26461.66 utterances.], batch size: 213, lr: 4.80e-04
2022-08-24 04:17:55,467 INFO [train.py:927] (6/8) Epoch 7, batch 9200, giga_loss[loss=0.2026, simple_loss=0.2915, pruned_loss=0.05679, over 12382.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06036, over 182.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2953, pruned_loss=0.06106, over 2477235.87 frames. utt_duration=415.6 frames, utt_pad_proportion=0.06337, over 23911.37 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3002, pruned_loss=0.06306, over 2444046.53 frames. utt_duration=1314 frames, utt_pad_proportion=0.04283, over 7446.02 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2948, pruned_loss=0.06105, over 2478617.23 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06409, over 26028.05 utterances.], batch size: 182, lr: 4.80e-04
2022-08-24 04:19:48,122 INFO [train.py:927] (6/8) Epoch 7, batch 9250, giga_loss[loss=0.2092, simple_loss=0.2999, pruned_loss=0.05927, over 12411.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06917, over 212.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2978, pruned_loss=0.06181, over 2476819.98 frames. utt_duration=426.6 frames, utt_pad_proportion=0.06308, over 23290.02 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3003, pruned_loss=0.06311, over 2444815.19 frames. utt_duration=1303 frames, utt_pad_proportion=0.04643, over 7511.15 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2971, pruned_loss=0.0617, over 2478277.13 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06287, over 25440.79 utterances.], batch size: 212, lr: 4.80e-04
2022-08-24 04:22:07,145 INFO [train.py:927] (6/8) Epoch 7, batch 9300, giga_loss[loss=0.1866, simple_loss=0.278, pruned_loss=0.04755, over 12319.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03303, over 58.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2984, pruned_loss=0.06192, over 2477073.12 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06392, over 23502.70 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.3004, pruned_loss=0.06307, over 2444958.20 frames. utt_duration=1305 frames, utt_pad_proportion=0.04609, over 7500.06 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2978, pruned_loss=0.06186, over 2478378.73 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06382, over 25341.44 utterances.], batch size: 58, lr: 4.80e-04
2022-08-24 04:24:09,631 INFO [train.py:927] (6/8) Epoch 7, batch 9350, giga_loss[loss=0.1836, simple_loss=0.2719, pruned_loss=0.04765, over 12391.00 frames. utt_duration=1341 frames, utt_pad_proportion=0.03892, over 37.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2978, pruned_loss=0.06162, over 2477025.40 frames. utt_duration=436.1 frames, utt_pad_proportion=0.06217, over 22783.94 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3013, pruned_loss=0.06335, over 2445771.97 frames. utt_duration=1293 frames, utt_pad_proportion=0.04949, over 7573.55 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2965, pruned_loss=0.06128, over 2478353.84 frames. utt_duration=402.8 frames, utt_pad_proportion=0.06135, over 24683.87 utterances.], batch size: 37, lr: 4.80e-04
2022-08-24 04:26:15,419 INFO [train.py:927] (6/8) Epoch 7, batch 9400, giga_loss[loss=0.206, simple_loss=0.2898, pruned_loss=0.06114, over 12354.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03337, over 97.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2962, pruned_loss=0.0617, over 2477002.45 frames. utt_duration=427.3 frames, utt_pad_proportion=0.06524, over 23254.09 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3013, pruned_loss=0.06342, over 2446124.72 frames. utt_duration=1294 frames, utt_pad_proportion=0.04893, over 7571.95 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2951, pruned_loss=0.06136, over 2478151.67 frames. utt_duration=398.3 frames, utt_pad_proportion=0.0646, over 24961.79 utterances.], batch size: 97, lr: 4.80e-04
2022-08-24 04:28:17,135 INFO [train.py:927] (6/8) Epoch 7, batch 9450, libri_loss[loss=0.2215, simple_loss=0.31, pruned_loss=0.06648, over 12449.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01462, over 40.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2958, pruned_loss=0.06182, over 2477606.63 frames. utt_duration=421 frames, utt_pad_proportion=0.06526, over 23608.96 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3012, pruned_loss=0.06339, over 2446388.24 frames. utt_duration=1294 frames, utt_pad_proportion=0.04857, over 7568.26 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2949, pruned_loss=0.06157, over 2478554.10 frames. utt_duration=396 frames, utt_pad_proportion=0.06492, over 25111.17 utterances.], batch size: 40, lr: 4.80e-04
2022-08-24 04:30:20,738 INFO [train.py:927] (6/8) Epoch 7, batch 9500, giga_loss[loss=0.1787, simple_loss=0.2722, pruned_loss=0.04265, over 12406.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0452, over 31.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2958, pruned_loss=0.06051, over 2477559.87 frames. utt_duration=428 frames, utt_pad_proportion=0.06385, over 23219.66 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3016, pruned_loss=0.06359, over 2446519.27 frames. utt_duration=1295 frames, utt_pad_proportion=0.0482, over 7567.60 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2947, pruned_loss=0.06011, over 2478465.27 frames. utt_duration=405.1 frames, utt_pad_proportion=0.0638, over 24543.07 utterances.], batch size: 31, lr: 4.80e-04
2022-08-24 04:32:25,584 INFO [train.py:927] (6/8) Epoch 7, batch 9550, libri_loss[loss=0.1975, simple_loss=0.2866, pruned_loss=0.0542, over 12385.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006331, over 34.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2962, pruned_loss=0.05982, over 2477478.50 frames. utt_duration=431 frames, utt_pad_proportion=0.06345, over 23058.83 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3017, pruned_loss=0.06355, over 2447260.20 frames. utt_duration=1291 frames, utt_pad_proportion=0.04826, over 7591.85 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2952, pruned_loss=0.05947, over 2478219.70 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06353, over 24435.02 utterances.], batch size: 34, lr: 4.80e-04
2022-08-24 04:34:25,101 INFO [train.py:927] (6/8) Epoch 7, batch 9600, giga_loss[loss=0.2285, simple_loss=0.3127, pruned_loss=0.07216, over 12348.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03011, over 91.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2959, pruned_loss=0.05984, over 2477648.91 frames. utt_duration=417.4 frames, utt_pad_proportion=0.0645, over 23810.14 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3012, pruned_loss=0.06336, over 2448299.35 frames. utt_duration=1283 frames, utt_pad_proportion=0.05125, over 7644.22 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05959, over 2478399.76 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06381, over 25461.54 utterances.], batch size: 91, lr: 4.80e-04
2022-08-24 04:36:42,122 INFO [train.py:927] (6/8) Epoch 7, batch 9650, giga_loss[loss=0.2138, simple_loss=0.2887, pruned_loss=0.0695, over 12419.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09608, over 256.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2962, pruned_loss=0.05952, over 2477602.06 frames. utt_duration=414.7 frames, utt_pad_proportion=0.06474, over 23969.56 utterances.], libri_tot_loss[loss=0.2139, simple_loss=0.3012, pruned_loss=0.06332, over 2449151.07 frames. utt_duration=1286 frames, utt_pad_proportion=0.05025, over 7627.29 utterances.], giga_tot_loss[loss=0.207, simple_loss=0.2955, pruned_loss=0.05927, over 2478097.77 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06448, over 25637.50 utterances.], batch size: 256, lr: 4.79e-04
2022-08-24 04:39:07,841 INFO [train.py:927] (6/8) Epoch 7, batch 9700, giga_loss[loss=0.2271, simple_loss=0.3139, pruned_loss=0.07017, over 12424.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07343, over 213.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2992, pruned_loss=0.06027, over 2477361.69 frames. utt_duration=410.4 frames, utt_pad_proportion=0.06847, over 24213.96 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3023, pruned_loss=0.06354, over 2449401.94 frames. utt_duration=1281 frames, utt_pad_proportion=0.05062, over 7656.87 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2977, pruned_loss=0.05983, over 2477915.95 frames. utt_duration=386.4 frames, utt_pad_proportion=0.06804, over 25732.07 utterances.], batch size: 213, lr: 4.79e-04
2022-08-24 04:41:28,911 INFO [train.py:927] (6/8) Epoch 7, batch 9750, giga_loss[loss=0.2134, simple_loss=0.2971, pruned_loss=0.06489, over 12417.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06182, over 211.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2975, pruned_loss=0.06045, over 2477249.38 frames. utt_duration=417.3 frames, utt_pad_proportion=0.06858, over 23813.76 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3022, pruned_loss=0.0635, over 2449508.01 frames. utt_duration=1281 frames, utt_pad_proportion=0.05015, over 7656.07 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2963, pruned_loss=0.0601, over 2477953.60 frames. utt_duration=394.1 frames, utt_pad_proportion=0.06844, over 25227.60 utterances.], batch size: 211, lr: 4.79e-04
2022-08-24 04:43:34,869 INFO [train.py:927] (6/8) Epoch 7, batch 9800, giga_loss[loss=0.1988, simple_loss=0.2887, pruned_loss=0.05439, over 12440.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.02936, over 122.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2973, pruned_loss=0.05999, over 2477547.33 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06608, over 23989.60 utterances.], libri_tot_loss[loss=0.2149, simple_loss=0.3024, pruned_loss=0.06366, over 2449944.90 frames. utt_duration=1283 frames, utt_pad_proportion=0.04941, over 7649.03 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05949, over 2478215.35 frames. utt_duration=391.2 frames, utt_pad_proportion=0.0664, over 25415.23 utterances.], batch size: 122, lr: 4.79e-04
2022-08-24 04:45:35,658 INFO [train.py:927] (6/8) Epoch 7, batch 9850, giga_loss[loss=0.2021, simple_loss=0.296, pruned_loss=0.05414, over 12431.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04365, over 161.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.298, pruned_loss=0.06076, over 2477697.35 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06714, over 24076.30 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.3024, pruned_loss=0.06383, over 2450603.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.0493, over 7658.32 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.297, pruned_loss=0.06014, over 2478264.01 frames. utt_duration=388.6 frames, utt_pad_proportion=0.06752, over 25586.15 utterances.], batch size: 161, lr: 4.79e-04
2022-08-24 04:47:35,196 INFO [train.py:927] (6/8) Epoch 7, batch 9900, libri_loss[loss=0.1902, simple_loss=0.2826, pruned_loss=0.04884, over 12225.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006476, over 31.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.298, pruned_loss=0.06122, over 2477690.04 frames. utt_duration=410.3 frames, utt_pad_proportion=0.06516, over 24226.28 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3024, pruned_loss=0.06381, over 2450772.36 frames. utt_duration=1283 frames, utt_pad_proportion=0.04878, over 7652.41 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2972, pruned_loss=0.06071, over 2478373.06 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06578, over 25669.62 utterances.], batch size: 31, lr: 4.79e-04
2022-08-24 04:49:33,445 INFO [train.py:927] (6/8) Epoch 7, batch 9950, giga_loss[loss=0.2492, simple_loss=0.3359, pruned_loss=0.08124, over 12473.00 frames. utt_duration=908.7 frames, utt_pad_proportion=0.02289, over 55.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2979, pruned_loss=0.06209, over 2477584.33 frames. utt_duration=407.3 frames, utt_pad_proportion=0.06684, over 24403.54 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.3022, pruned_loss=0.06363, over 2450842.50 frames. utt_duration=1285 frames, utt_pad_proportion=0.04853, over 7637.95 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2974, pruned_loss=0.06182, over 2478285.65 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06735, over 25690.50 utterances.], batch size: 55, lr: 4.79e-04
2022-08-24 04:51:15,173 INFO [train.py:927] (6/8) Epoch 7, batch 10000, giga_loss[loss=0.2613, simple_loss=0.3467, pruned_loss=0.08796, over 12440.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.03162, over 80.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3051, pruned_loss=0.06628, over 2476368.81 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06501, over 23426.60 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3022, pruned_loss=0.06372, over 2451084.13 frames. utt_duration=1288 frames, utt_pad_proportion=0.04749, over 7621.00 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3047, pruned_loss=0.06598, over 2477421.24 frames. utt_duration=399 frames, utt_pad_proportion=0.06595, over 24913.40 utterances.], batch size: 80, lr: 4.79e-04
2022-08-24 04:53:00,224 INFO [train.py:927] (6/8) Epoch 7, batch 10050, giga_loss[loss=0.1948, simple_loss=0.2823, pruned_loss=0.05367, over 12287.00 frames. utt_duration=911.4 frames, utt_pad_proportion=0.02623, over 54.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.3051, pruned_loss=0.06688, over 2475273.75 frames. utt_duration=448.5 frames, utt_pad_proportion=0.06568, over 22137.26 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.3027, pruned_loss=0.06402, over 2451299.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.05231, over 7699.82 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.3043, pruned_loss=0.06639, over 2476128.44 frames. utt_duration=425 frames, utt_pad_proportion=0.06498, over 23372.70 utterances.], batch size: 54, lr: 4.79e-04
2022-08-24 04:54:43,521 INFO [train.py:927] (6/8) Epoch 7, batch 10100, giga_loss[loss=0.1845, simple_loss=0.2663, pruned_loss=0.05134, over 12466.00 frames. utt_duration=960.7 frames, utt_pad_proportion=0.0422, over 52.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3011, pruned_loss=0.06544, over 2474527.31 frames. utt_duration=491.9 frames, utt_pad_proportion=0.0624, over 20175.00 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3052, pruned_loss=0.06451, over 2451828.83 frames. utt_duration=1280 frames, utt_pad_proportion=0.05162, over 7673.94 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2982, pruned_loss=0.06466, over 2475163.93 frames. utt_duration=463.5 frames, utt_pad_proportion=0.06226, over 21420.26 utterances.], batch size: 52, lr: 4.79e-04
2022-08-24 04:56:25,683 INFO [train.py:927] (6/8) Epoch 7, batch 10150, giga_loss[loss=0.1703, simple_loss=0.2491, pruned_loss=0.04576, over 12442.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.0433, over 31.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2939, pruned_loss=0.06287, over 2474799.02 frames. utt_duration=499.8 frames, utt_pad_proportion=0.06503, over 19860.01 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.3051, pruned_loss=0.06429, over 2452671.32 frames. utt_duration=1273 frames, utt_pad_proportion=0.05483, over 7715.68 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2916, pruned_loss=0.06245, over 2475355.75 frames. utt_duration=467.1 frames, utt_pad_proportion=0.06379, over 21257.14 utterances.], batch size: 31, lr: 4.79e-04
2022-08-24 04:58:12,062 INFO [train.py:927] (6/8) Epoch 7, batch 10200, giga_loss[loss=0.1923, simple_loss=0.2699, pruned_loss=0.0573, over 12477.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02881, over 55.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2871, pruned_loss=0.06015, over 2474533.26 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06305, over 19298.11 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3052, pruned_loss=0.0643, over 2452863.00 frames. utt_duration=1273 frames, utt_pad_proportion=0.05434, over 7719.22 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2849, pruned_loss=0.05976, over 2475207.13 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06236, over 20614.22 utterances.], batch size: 55, lr: 4.79e-04
2022-08-24 04:59:54,359 INFO [train.py:927] (6/8) Epoch 7, batch 10250, giga_loss[loss=0.177, simple_loss=0.2615, pruned_loss=0.04624, over 12344.00 frames. utt_duration=476.3 frames, utt_pad_proportion=0.03583, over 104.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2816, pruned_loss=0.05808, over 2473960.60 frames. utt_duration=515.1 frames, utt_pad_proportion=0.06207, over 19264.88 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.305, pruned_loss=0.0643, over 2453183.45 frames. utt_duration=1273 frames, utt_pad_proportion=0.0538, over 7719.74 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2796, pruned_loss=0.05767, over 2474589.45 frames. utt_duration=483.9 frames, utt_pad_proportion=0.06184, over 20516.20 utterances.], batch size: 104, lr: 4.79e-04
2022-08-24 05:01:37,400 INFO [train.py:927] (6/8) Epoch 7, batch 10300, giga_loss[loss=0.175, simple_loss=0.2413, pruned_loss=0.0544, over 12350.00 frames. utt_duration=137.6 frames, utt_pad_proportion=0.1909, over 363.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2762, pruned_loss=0.05575, over 2473694.46 frames. utt_duration=529.1 frames, utt_pad_proportion=0.06029, over 18752.04 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3049, pruned_loss=0.06425, over 2453405.63 frames. utt_duration=1275 frames, utt_pad_proportion=0.053, over 7708.44 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2742, pruned_loss=0.05532, over 2474383.14 frames. utt_duration=497.2 frames, utt_pad_proportion=0.0605, over 19961.35 utterances.], batch size: 363, lr: 4.79e-04
2022-08-24 05:03:21,231 INFO [train.py:927] (6/8) Epoch 7, batch 10350, giga_loss[loss=0.1759, simple_loss=0.2505, pruned_loss=0.05064, over 12425.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06667, over 184.00 utterances.], tot_loss[loss=0.1905, simple_loss=0.272, pruned_loss=0.05455, over 2474067.71 frames. utt_duration=498.1 frames, utt_pad_proportion=0.06693, over 19927.12 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.3048, pruned_loss=0.06423, over 2453916.37 frames. utt_duration=1267 frames, utt_pad_proportion=0.05541, over 7758.19 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2696, pruned_loss=0.05396, over 2474707.81 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06597, over 21154.45 utterances.], batch size: 184, lr: 4.78e-04
2022-08-24 05:05:04,617 INFO [train.py:927] (6/8) Epoch 7, batch 10400, libri_loss[loss=0.1799, simple_loss=0.2719, pruned_loss=0.04399, over 12475.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008516, over 29.00 utterances.], tot_loss[loss=0.1859, simple_loss=0.2667, pruned_loss=0.05256, over 2474375.89 frames. utt_duration=510.9 frames, utt_pad_proportion=0.06482, over 19428.21 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3044, pruned_loss=0.06398, over 2454141.23 frames. utt_duration=1272 frames, utt_pad_proportion=0.05431, over 7728.60 utterances.], giga_tot_loss[loss=0.1841, simple_loss=0.2643, pruned_loss=0.05201, over 2475253.33 frames. utt_duration=478.2 frames, utt_pad_proportion=0.0646, over 20768.72 utterances.], batch size: 29, lr: 4.78e-04
2022-08-24 05:06:44,450 INFO [train.py:927] (6/8) Epoch 7, batch 10450, giga_loss[loss=0.2028, simple_loss=0.2899, pruned_loss=0.05784, over 12416.00 frames. utt_duration=309.9 frames, utt_pad_proportion=0.04937, over 161.00 utterances.], tot_loss[loss=0.1873, simple_loss=0.2682, pruned_loss=0.05317, over 2473830.39 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06233, over 18524.25 utterances.], libri_tot_loss[loss=0.2155, simple_loss=0.3037, pruned_loss=0.06366, over 2454250.29 frames. utt_duration=1279 frames, utt_pad_proportion=0.05315, over 7686.58 utterances.], giga_tot_loss[loss=0.1855, simple_loss=0.2656, pruned_loss=0.05266, over 2475062.84 frames. utt_duration=496.4 frames, utt_pad_proportion=0.06282, over 20001.95 utterances.], batch size: 161, lr: 4.78e-04
2022-08-24 05:08:25,665 INFO [train.py:927] (6/8) Epoch 7, batch 10500, giga_loss[loss=0.2478, simple_loss=0.3426, pruned_loss=0.07648, over 12381.00 frames. utt_duration=709 frames, utt_pad_proportion=0.02743, over 70.00 utterances.], tot_loss[loss=0.1975, simple_loss=0.279, pruned_loss=0.05798, over 2472690.35 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05836, over 17324.82 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3028, pruned_loss=0.06339, over 2454688.54 frames. utt_duration=1285 frames, utt_pad_proportion=0.05196, over 7652.36 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2769, pruned_loss=0.05761, over 2473788.11 frames. utt_duration=527.1 frames, utt_pad_proportion=0.05957, over 18823.60 utterances.], batch size: 70, lr: 4.78e-04
2022-08-24 05:10:09,036 INFO [train.py:927] (6/8) Epoch 7, batch 10550, giga_loss[loss=0.2267, simple_loss=0.3096, pruned_loss=0.07193, over 12455.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02741, over 80.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2877, pruned_loss=0.06226, over 2472867.47 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06244, over 17948.77 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3024, pruned_loss=0.06316, over 2454959.33 frames. utt_duration=1291 frames, utt_pad_proportion=0.05068, over 7615.87 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2858, pruned_loss=0.06211, over 2474093.19 frames. utt_duration=508.4 frames, utt_pad_proportion=0.0637, over 19520.41 utterances.], batch size: 80, lr: 4.78e-04
2022-08-24 05:11:51,720 INFO [train.py:927] (6/8) Epoch 7, batch 10600, giga_loss[loss=0.2169, simple_loss=0.2999, pruned_loss=0.06698, over 12444.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03879, over 40.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2913, pruned_loss=0.06331, over 2473661.50 frames. utt_duration=564.9 frames, utt_pad_proportion=0.06174, over 17560.15 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3018, pruned_loss=0.06307, over 2455965.03 frames. utt_duration=1298 frames, utt_pad_proportion=0.0494, over 7576.98 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2899, pruned_loss=0.06325, over 2474305.52 frames. utt_duration=518 frames, utt_pad_proportion=0.06338, over 19162.06 utterances.], batch size: 40, lr: 4.78e-04
2022-08-24 05:13:35,482 INFO [train.py:927] (6/8) Epoch 7, batch 10650, giga_loss[loss=0.2393, simple_loss=0.3126, pruned_loss=0.08303, over 12376.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05247, over 161.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2952, pruned_loss=0.06559, over 2474235.42 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06606, over 18160.58 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3016, pruned_loss=0.06292, over 2456283.79 frames. utt_duration=1300 frames, utt_pad_proportion=0.04905, over 7564.23 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2943, pruned_loss=0.06569, over 2474614.26 frames. utt_duration=508.5 frames, utt_pad_proportion=0.0672, over 19520.68 utterances.], batch size: 161, lr: 4.78e-04
2022-08-24 05:15:20,315 INFO [train.py:927] (6/8) Epoch 7, batch 10700, giga_loss[loss=0.2605, simple_loss=0.3355, pruned_loss=0.09271, over 12236.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03089, over 42.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3014, pruned_loss=0.06839, over 2474304.47 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06704, over 18085.52 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3023, pruned_loss=0.06288, over 2456775.57 frames. utt_duration=1304 frames, utt_pad_proportion=0.04832, over 7546.10 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2999, pruned_loss=0.06857, over 2474477.72 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06828, over 19368.54 utterances.], batch size: 42, lr: 4.78e-04
2022-08-24 05:17:01,105 INFO [train.py:927] (6/8) Epoch 7, batch 10750, libri_loss[loss=0.2376, simple_loss=0.325, pruned_loss=0.07508, over 12416.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02253, over 43.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3048, pruned_loss=0.0688, over 2474033.53 frames. utt_duration=579.9 frames, utt_pad_proportion=0.06305, over 17108.16 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.3028, pruned_loss=0.06315, over 2457091.80 frames. utt_duration=1298 frames, utt_pad_proportion=0.04862, over 7582.62 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3032, pruned_loss=0.06878, over 2474116.31 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06435, over 18223.13 utterances.], batch size: 43, lr: 4.78e-04
2022-08-24 05:18:43,922 INFO [train.py:927] (6/8) Epoch 7, batch 10800, libri_loss[loss=0.2026, simple_loss=0.297, pruned_loss=0.05409, over 12134.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006663, over 35.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3059, pruned_loss=0.0685, over 2473920.18 frames. utt_duration=578.9 frames, utt_pad_proportion=0.0621, over 17137.07 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3027, pruned_loss=0.06306, over 2457336.28 frames. utt_duration=1298 frames, utt_pad_proportion=0.04796, over 7582.50 utterances.], giga_tot_loss[loss=0.2212, simple_loss=0.3048, pruned_loss=0.06877, over 2474399.10 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06362, over 18382.38 utterances.], batch size: 35, lr: 4.78e-04
2022-08-24 05:20:25,936 INFO [train.py:927] (6/8) Epoch 7, batch 10850, giga_loss[loss=0.2301, simple_loss=0.311, pruned_loss=0.0746, over 12368.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05162, over 34.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.3049, pruned_loss=0.06719, over 2472237.59 frames. utt_duration=608.1 frames, utt_pad_proportion=0.05877, over 16300.91 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3018, pruned_loss=0.06282, over 2456998.81 frames. utt_duration=1306 frames, utt_pad_proportion=0.04662, over 7532.19 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3049, pruned_loss=0.0678, over 2473511.09 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06098, over 17698.95 utterances.], batch size: 34, lr: 4.78e-04
2022-08-24 05:22:09,987 INFO [train.py:927] (6/8) Epoch 7, batch 10900, giga_loss[loss=0.2245, simple_loss=0.3101, pruned_loss=0.06942, over 12223.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03283, over 45.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3068, pruned_loss=0.06969, over 2470802.76 frames. utt_duration=604.4 frames, utt_pad_proportion=0.06448, over 16391.74 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3016, pruned_loss=0.06273, over 2456988.58 frames. utt_duration=1311 frames, utt_pad_proportion=0.0456, over 7505.61 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3071, pruned_loss=0.07036, over 2472215.21 frames. utt_duration=558.6 frames, utt_pad_proportion=0.06627, over 17750.54 utterances.], batch size: 45, lr: 4.78e-04
2022-08-24 05:23:54,882 INFO [train.py:927] (6/8) Epoch 7, batch 10950, giga_loss[loss=0.2394, simple_loss=0.3158, pruned_loss=0.08157, over 12366.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07094, over 211.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3089, pruned_loss=0.07183, over 2471736.39 frames. utt_duration=592.3 frames, utt_pad_proportion=0.06567, over 16733.96 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3022, pruned_loss=0.06288, over 2457379.87 frames. utt_duration=1309 frames, utt_pad_proportion=0.04521, over 7517.36 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3087, pruned_loss=0.07235, over 2472770.00 frames. utt_duration=552.5 frames, utt_pad_proportion=0.06729, over 17951.35 utterances.], batch size: 211, lr: 4.78e-04
2022-08-24 05:25:39,806 INFO [train.py:927] (6/8) Epoch 7, batch 11000, giga_loss[loss=0.2061, simple_loss=0.2836, pruned_loss=0.06433, over 12468.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03439, over 43.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.308, pruned_loss=0.07251, over 2472363.28 frames. utt_duration=569.7 frames, utt_pad_proportion=0.06917, over 17404.19 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3023, pruned_loss=0.06289, over 2457834.66 frames. utt_duration=1307 frames, utt_pad_proportion=0.04538, over 7528.99 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.308, pruned_loss=0.07318, over 2473164.72 frames. utt_duration=532.5 frames, utt_pad_proportion=0.07043, over 18631.17 utterances.], batch size: 43, lr: 4.78e-04
2022-08-24 05:27:22,904 INFO [train.py:927] (6/8) Epoch 7, batch 11050, giga_loss[loss=0.187, simple_loss=0.2769, pruned_loss=0.04857, over 12408.00 frames. utt_duration=663.5 frames, utt_pad_proportion=0.03414, over 75.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3067, pruned_loss=0.0716, over 2472188.50 frames. utt_duration=583.2 frames, utt_pad_proportion=0.0661, over 16998.72 utterances.], libri_tot_loss[loss=0.2142, simple_loss=0.3023, pruned_loss=0.06306, over 2458138.58 frames. utt_duration=1305 frames, utt_pad_proportion=0.04449, over 7545.53 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3066, pruned_loss=0.07226, over 2472981.18 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06794, over 18270.77 utterances.], batch size: 75, lr: 4.77e-04
2022-08-24 05:29:07,977 INFO [train.py:927] (6/8) Epoch 7, batch 11100, giga_loss[loss=0.1969, simple_loss=0.282, pruned_loss=0.05593, over 12370.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02813, over 91.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.303, pruned_loss=0.06973, over 2472012.22 frames. utt_duration=586.3 frames, utt_pad_proportion=0.06398, over 16907.39 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3015, pruned_loss=0.06267, over 2458183.06 frames. utt_duration=1311 frames, utt_pad_proportion=0.04356, over 7510.57 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3039, pruned_loss=0.07082, over 2472983.43 frames. utt_duration=544.7 frames, utt_pad_proportion=0.06617, over 18211.26 utterances.], batch size: 91, lr: 4.77e-04
2022-08-24 05:30:51,744 INFO [train.py:927] (6/8) Epoch 7, batch 11150, giga_loss[loss=0.2108, simple_loss=0.2703, pruned_loss=0.07563, over 12349.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2102, over 372.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2987, pruned_loss=0.06837, over 2472722.85 frames. utt_duration=530.6 frames, utt_pad_proportion=0.07355, over 18692.07 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3016, pruned_loss=0.06286, over 2458551.80 frames. utt_duration=1313 frames, utt_pad_proportion=0.04292, over 7499.36 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.2993, pruned_loss=0.06918, over 2473413.96 frames. utt_duration=498 frames, utt_pad_proportion=0.07497, over 19927.97 utterances.], batch size: 372, lr: 4.77e-04
2022-08-24 05:32:35,456 INFO [train.py:927] (6/8) Epoch 7, batch 11200, giga_loss[loss=0.1975, simple_loss=0.2868, pruned_loss=0.05411, over 12412.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03745, over 113.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2969, pruned_loss=0.06731, over 2472410.46 frames. utt_duration=535.6 frames, utt_pad_proportion=0.07433, over 18516.26 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3014, pruned_loss=0.0627, over 2458616.07 frames. utt_duration=1315 frames, utt_pad_proportion=0.04251, over 7485.00 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2974, pruned_loss=0.06815, over 2473082.42 frames. utt_duration=504.6 frames, utt_pad_proportion=0.07575, over 19661.23 utterances.], batch size: 113, lr: 4.77e-04
2022-08-24 05:34:16,843 INFO [train.py:927] (6/8) Epoch 7, batch 11250, giga_loss[loss=0.2053, simple_loss=0.2863, pruned_loss=0.06215, over 12429.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03317, over 75.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.2966, pruned_loss=0.06728, over 2472703.38 frames. utt_duration=529 frames, utt_pad_proportion=0.07166, over 18748.73 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3018, pruned_loss=0.06272, over 2458443.21 frames. utt_duration=1317 frames, utt_pad_proportion=0.04202, over 7473.80 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2967, pruned_loss=0.06799, over 2473550.43 frames. utt_duration=501.1 frames, utt_pad_proportion=0.07319, over 19802.34 utterances.], batch size: 75, lr: 4.77e-04
2022-08-24 05:36:01,318 INFO [train.py:927] (6/8) Epoch 7, batch 11300, giga_loss[loss=0.1978, simple_loss=0.2682, pruned_loss=0.06367, over 12196.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.04145, over 28.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2929, pruned_loss=0.06617, over 2472996.78 frames. utt_duration=560.1 frames, utt_pad_proportion=0.06657, over 17707.78 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3016, pruned_loss=0.06266, over 2458467.73 frames. utt_duration=1321 frames, utt_pad_proportion=0.04161, over 7453.80 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.293, pruned_loss=0.06684, over 2473828.39 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06837, over 18707.00 utterances.], batch size: 28, lr: 4.77e-04
2022-08-24 05:37:42,160 INFO [train.py:927] (6/8) Epoch 7, batch 11350, giga_loss[loss=0.2134, simple_loss=0.2867, pruned_loss=0.07005, over 12295.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02881, over 45.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.291, pruned_loss=0.06558, over 2473060.37 frames. utt_duration=574.1 frames, utt_pad_proportion=0.0645, over 17277.07 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3023, pruned_loss=0.06299, over 2458979.79 frames. utt_duration=1308 frames, utt_pad_proportion=0.04551, over 7530.44 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2903, pruned_loss=0.06591, over 2473593.91 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06503, over 18230.57 utterances.], batch size: 45, lr: 4.77e-04
2022-08-24 05:39:26,007 INFO [train.py:927] (6/8) Epoch 7, batch 11400, giga_loss[loss=0.1988, simple_loss=0.2855, pruned_loss=0.05605, over 12369.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03991, over 145.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2881, pruned_loss=0.06464, over 2472867.25 frames. utt_duration=586.8 frames, utt_pad_proportion=0.06317, over 16899.01 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3022, pruned_loss=0.06295, over 2459392.88 frames. utt_duration=1307 frames, utt_pad_proportion=0.04536, over 7533.56 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2874, pruned_loss=0.06495, over 2473103.85 frames. utt_duration=558 frames, utt_pad_proportion=0.06383, over 17775.01 utterances.], batch size: 145, lr: 4.77e-04
2022-08-24 05:41:06,706 INFO [train.py:927] (6/8) Epoch 7, batch 11450, giga_loss[loss=0.1925, simple_loss=0.2662, pruned_loss=0.05938, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03259, over 40.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2858, pruned_loss=0.06389, over 2472460.44 frames. utt_duration=600.3 frames, utt_pad_proportion=0.05977, over 16516.20 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.3021, pruned_loss=0.06307, over 2459336.67 frames. utt_duration=1311 frames, utt_pad_proportion=0.04452, over 7511.43 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.285, pruned_loss=0.06405, over 2472960.80 frames. utt_duration=568.7 frames, utt_pad_proportion=0.06091, over 17438.66 utterances.], batch size: 40, lr: 4.77e-04
2022-08-24 05:42:49,284 INFO [train.py:927] (6/8) Epoch 7, batch 11500, giga_loss[loss=0.2317, simple_loss=0.3137, pruned_loss=0.07482, over 12359.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03312, over 104.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2848, pruned_loss=0.06381, over 2472548.17 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05877, over 16729.83 utterances.], libri_tot_loss[loss=0.214, simple_loss=0.3019, pruned_loss=0.06304, over 2459603.16 frames. utt_duration=1312 frames, utt_pad_proportion=0.04387, over 7505.21 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.284, pruned_loss=0.06398, over 2472929.85 frames. utt_duration=562.5 frames, utt_pad_proportion=0.0601, over 17632.09 utterances.], batch size: 104, lr: 4.77e-04
2022-08-24 05:44:33,492 INFO [train.py:927] (6/8) Epoch 7, batch 11550, giga_loss[loss=0.2513, simple_loss=0.3289, pruned_loss=0.0869, over 12392.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02681, over 70.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2875, pruned_loss=0.06503, over 2472787.21 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05793, over 16323.03 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3013, pruned_loss=0.06274, over 2460149.44 frames. utt_duration=1316 frames, utt_pad_proportion=0.04295, over 7486.61 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2868, pruned_loss=0.06548, over 2473056.62 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05962, over 17384.82 utterances.], batch size: 70, lr: 4.77e-04
2022-08-24 05:46:13,100 INFO [train.py:927] (6/8) Epoch 7, batch 11600, libri_loss[loss=0.199, simple_loss=0.28, pruned_loss=0.05897, over 12389.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007264, over 31.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2926, pruned_loss=0.06777, over 2472943.07 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05913, over 16706.29 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3005, pruned_loss=0.06244, over 2460673.18 frames. utt_duration=1318 frames, utt_pad_proportion=0.04246, over 7477.83 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2923, pruned_loss=0.06866, over 2473336.51 frames. utt_duration=549.1 frames, utt_pad_proportion=0.06094, over 18067.28 utterances.], batch size: 31, lr: 4.77e-04
2022-08-24 05:47:57,523 INFO [train.py:927] (6/8) Epoch 7, batch 11650, giga_loss[loss=0.2231, simple_loss=0.3155, pruned_loss=0.06539, over 12371.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02758, over 91.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2978, pruned_loss=0.06921, over 2472855.06 frames. utt_duration=590.4 frames, utt_pad_proportion=0.05846, over 16797.45 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3003, pruned_loss=0.06231, over 2460866.51 frames. utt_duration=1319 frames, utt_pad_proportion=0.04189, over 7472.40 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.2976, pruned_loss=0.07014, over 2473220.84 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06027, over 18043.49 utterances.], batch size: 91, lr: 4.77e-04
2022-08-24 05:49:39,015 INFO [train.py:927] (6/8) Epoch 7, batch 11700, libri_loss[loss=0.2083, simple_loss=0.3021, pruned_loss=0.05729, over 12431.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02115, over 43.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.303, pruned_loss=0.07093, over 2473017.26 frames. utt_duration=591.7 frames, utt_pad_proportion=0.06048, over 16761.70 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.3002, pruned_loss=0.06212, over 2460957.87 frames. utt_duration=1323 frames, utt_pad_proportion=0.04047, over 7450.52 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3029, pruned_loss=0.0722, over 2473734.82 frames. utt_duration=544.6 frames, utt_pad_proportion=0.06269, over 18219.22 utterances.], batch size: 43, lr: 4.77e-04
2022-08-24 05:51:20,884 INFO [train.py:927] (6/8) Epoch 7, batch 11750, giga_loss[loss=0.1895, simple_loss=0.2834, pruned_loss=0.04783, over 12414.00 frames. utt_duration=374.9 frames, utt_pad_proportion=0.03871, over 133.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3018, pruned_loss=0.06893, over 2473836.23 frames. utt_duration=589.6 frames, utt_pad_proportion=0.05569, over 16825.61 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2999, pruned_loss=0.06218, over 2461368.91 frames. utt_duration=1325 frames, utt_pad_proportion=0.03973, over 7436.43 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3021, pruned_loss=0.07007, over 2474331.79 frames. utt_duration=544.9 frames, utt_pad_proportion=0.05821, over 18213.53 utterances.], batch size: 133, lr: 4.76e-04
2022-08-24 05:53:03,493 INFO [train.py:927] (6/8) Epoch 7, batch 11800, libri_loss[loss=0.2049, simple_loss=0.297, pruned_loss=0.05639, over 12440.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006661, over 32.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3017, pruned_loss=0.06828, over 2473192.08 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05508, over 16885.18 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2996, pruned_loss=0.06207, over 2461339.40 frames. utt_duration=1329 frames, utt_pad_proportion=0.03935, over 7415.01 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3021, pruned_loss=0.06937, over 2473764.50 frames. utt_duration=547.3 frames, utt_pad_proportion=0.05734, over 18130.77 utterances.], batch size: 32, lr: 4.76e-04
2022-08-24 05:54:47,475 INFO [train.py:927] (6/8) Epoch 7, batch 11850, giga_loss[loss=0.2121, simple_loss=0.2954, pruned_loss=0.0644, over 12158.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.02923, over 36.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3039, pruned_loss=0.06942, over 2472643.52 frames. utt_duration=582.9 frames, utt_pad_proportion=0.05901, over 17012.93 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3, pruned_loss=0.06228, over 2461543.59 frames. utt_duration=1324 frames, utt_pad_proportion=0.03948, over 7445.22 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3041, pruned_loss=0.07034, over 2473303.07 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06081, over 18306.94 utterances.], batch size: 36, lr: 4.76e-04
2022-08-24 05:56:38,365 INFO [train.py:927] (6/8) Epoch 7, batch 11900, giga_loss[loss=0.2263, simple_loss=0.3053, pruned_loss=0.07361, over 12379.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03046, over 97.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3062, pruned_loss=0.07099, over 2473729.15 frames. utt_duration=580 frames, utt_pad_proportion=0.0598, over 17102.89 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.3004, pruned_loss=0.06255, over 2461840.49 frames. utt_duration=1312 frames, utt_pad_proportion=0.04301, over 7516.49 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3061, pruned_loss=0.07165, over 2474229.48 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06022, over 18286.76 utterances.], batch size: 97, lr: 4.76e-04
2022-08-24 05:58:22,669 INFO [train.py:927] (6/8) Epoch 7, batch 11950, giga_loss[loss=0.2397, simple_loss=0.3237, pruned_loss=0.07785, over 12400.00 frames. utt_duration=801.3 frames, utt_pad_proportion=0.02991, over 62.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3077, pruned_loss=0.07273, over 2473833.63 frames. utt_duration=586.2 frames, utt_pad_proportion=0.06186, over 16923.30 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3009, pruned_loss=0.06297, over 2462388.86 frames. utt_duration=1294 frames, utt_pad_proportion=0.04709, over 7622.24 utterances.], giga_tot_loss[loss=0.2267, simple_loss=0.3073, pruned_loss=0.07309, over 2474016.32 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06084, over 17994.69 utterances.], batch size: 62, lr: 4.76e-04
2022-08-24 06:00:07,839 INFO [train.py:927] (6/8) Epoch 7, batch 12000, giga_loss[loss=0.27, simple_loss=0.3439, pruned_loss=0.09802, over 12371.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03051, over 85.00 utterances.], tot_loss[loss=0.2269, simple_loss=0.3084, pruned_loss=0.07271, over 2473377.57 frames. utt_duration=612.9 frames, utt_pad_proportion=0.0583, over 16181.56 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3008, pruned_loss=0.06303, over 2462279.78 frames. utt_duration=1294 frames, utt_pad_proportion=0.04701, over 7621.04 utterances.], giga_tot_loss[loss=0.2274, simple_loss=0.3083, pruned_loss=0.0732, over 2473893.62 frames. utt_duration=574.5 frames, utt_pad_proportion=0.05782, over 17270.21 utterances.], batch size: 85, lr: 4.76e-04
2022-08-24 06:00:07,840 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 06:00:22,672 INFO [train.py:967] (6/8) Epoch 7, validation: loss=0.1923, simple_loss=0.3061, pruned_loss=0.0393, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 06:02:07,456 INFO [train.py:927] (6/8) Epoch 7, batch 12050, giga_loss[loss=0.23, simple_loss=0.3141, pruned_loss=0.07292, over 12382.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0378, over 113.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3101, pruned_loss=0.07317, over 2472877.63 frames. utt_duration=616 frames, utt_pad_proportion=0.0588, over 16095.86 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3012, pruned_loss=0.06315, over 2462559.06 frames. utt_duration=1299 frames, utt_pad_proportion=0.04584, over 7591.90 utterances.], giga_tot_loss[loss=0.2287, simple_loss=0.31, pruned_loss=0.07375, over 2473374.45 frames. utt_duration=574.3 frames, utt_pad_proportion=0.05898, over 17271.03 utterances.], batch size: 113, lr: 4.76e-04
2022-08-24 06:03:49,480 INFO [train.py:927] (6/8) Epoch 7, batch 12100, giga_loss[loss=0.1945, simple_loss=0.2827, pruned_loss=0.0531, over 12431.00 frames. utt_duration=906.1 frames, utt_pad_proportion=0.02992, over 55.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3096, pruned_loss=0.07365, over 2472957.70 frames. utt_duration=612.4 frames, utt_pad_proportion=0.06117, over 16191.23 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.3011, pruned_loss=0.06328, over 2462789.89 frames. utt_duration=1303 frames, utt_pad_proportion=0.04478, over 7566.52 utterances.], giga_tot_loss[loss=0.2292, simple_loss=0.3098, pruned_loss=0.07433, over 2473475.29 frames. utt_duration=569.5 frames, utt_pad_proportion=0.06171, over 17419.75 utterances.], batch size: 55, lr: 4.76e-04
2022-08-24 06:05:32,331 INFO [train.py:927] (6/8) Epoch 7, batch 12150, giga_loss[loss=0.2387, simple_loss=0.3173, pruned_loss=0.08007, over 12439.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04359, over 134.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3088, pruned_loss=0.07382, over 2473249.51 frames. utt_duration=647 frames, utt_pad_proportion=0.05655, over 15326.24 utterances.], libri_tot_loss[loss=0.2143, simple_loss=0.3012, pruned_loss=0.06373, over 2462801.80 frames. utt_duration=1306 frames, utt_pad_proportion=0.0437, over 7553.78 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3092, pruned_loss=0.07428, over 2473975.60 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05796, over 16585.02 utterances.], batch size: 134, lr: 4.76e-04
2022-08-24 06:07:15,236 INFO [train.py:927] (6/8) Epoch 7, batch 12200, giga_loss[loss=0.2395, simple_loss=0.3265, pruned_loss=0.07621, over 12365.00 frames. utt_duration=799.5 frames, utt_pad_proportion=0.03212, over 62.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3095, pruned_loss=0.07487, over 2473093.67 frames. utt_duration=629.5 frames, utt_pad_proportion=0.06044, over 15752.65 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.3009, pruned_loss=0.06391, over 2463153.95 frames. utt_duration=1311 frames, utt_pad_proportion=0.04297, over 7524.28 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3102, pruned_loss=0.0753, over 2473577.97 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06172, over 16962.85 utterances.], batch size: 62, lr: 4.76e-04
2022-08-24 06:08:57,956 INFO [train.py:927] (6/8) Epoch 7, batch 12250, giga_loss[loss=0.2125, simple_loss=0.3, pruned_loss=0.06252, over 12303.00 frames. utt_duration=1894 frames, utt_pad_proportion=0.04609, over 26.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3091, pruned_loss=0.07387, over 2472591.53 frames. utt_duration=658 frames, utt_pad_proportion=0.05685, over 15064.13 utterances.], libri_tot_loss[loss=0.2146, simple_loss=0.301, pruned_loss=0.06411, over 2463425.85 frames. utt_duration=1306 frames, utt_pad_proportion=0.04319, over 7551.35 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3099, pruned_loss=0.07438, over 2473031.76 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05835, over 16260.71 utterances.], batch size: 26, lr: 4.76e-04
2022-08-24 06:10:40,414 INFO [train.py:927] (6/8) Epoch 7, batch 12300, giga_loss[loss=0.223, simple_loss=0.2986, pruned_loss=0.07365, over 12332.00 frames. utt_duration=968.8 frames, utt_pad_proportion=0.03509, over 51.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3093, pruned_loss=0.07424, over 2473044.44 frames. utt_duration=648.2 frames, utt_pad_proportion=0.05863, over 15295.52 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3016, pruned_loss=0.0648, over 2463826.80 frames. utt_duration=1293 frames, utt_pad_proportion=0.04681, over 7630.83 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3097, pruned_loss=0.07445, over 2473420.63 frames. utt_duration=601.3 frames, utt_pad_proportion=0.05846, over 16496.05 utterances.], batch size: 51, lr: 4.76e-04
2022-08-24 06:12:23,784 INFO [train.py:927] (6/8) Epoch 7, batch 12350, giga_loss[loss=0.2008, simple_loss=0.2843, pruned_loss=0.05862, over 12200.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.03456, over 42.00 utterances.], tot_loss[loss=0.2265, simple_loss=0.307, pruned_loss=0.07297, over 2472542.68 frames. utt_duration=652.7 frames, utt_pad_proportion=0.0553, over 15188.09 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3017, pruned_loss=0.06503, over 2464086.43 frames. utt_duration=1295 frames, utt_pad_proportion=0.04609, over 7618.25 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3074, pruned_loss=0.0731, over 2472783.53 frames. utt_duration=608.8 frames, utt_pad_proportion=0.05574, over 16286.41 utterances.], batch size: 42, lr: 4.76e-04
2022-08-24 06:14:06,304 INFO [train.py:927] (6/8) Epoch 7, batch 12400, libri_loss[loss=0.2945, simple_loss=0.397, pruned_loss=0.09601, over 12442.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03537, over 46.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3055, pruned_loss=0.07224, over 2471827.69 frames. utt_duration=672.9 frames, utt_pad_proportion=0.05587, over 14726.62 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.3027, pruned_loss=0.06537, over 2464016.17 frames. utt_duration=1296 frames, utt_pad_proportion=0.04548, over 7615.00 utterances.], giga_tot_loss[loss=0.2246, simple_loss=0.3049, pruned_loss=0.07216, over 2472226.55 frames. utt_duration=629.9 frames, utt_pad_proportion=0.05653, over 15736.81 utterances.], batch size: 46, lr: 4.76e-04
2022-08-24 06:15:44,712 INFO [train.py:927] (6/8) Epoch 7, batch 12450, giga_loss[loss=0.1924, simple_loss=0.2732, pruned_loss=0.05579, over 12356.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.0323, over 51.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3039, pruned_loss=0.07219, over 2470887.30 frames. utt_duration=659.1 frames, utt_pad_proportion=0.06271, over 15030.71 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.303, pruned_loss=0.06593, over 2464350.38 frames. utt_duration=1296 frames, utt_pad_proportion=0.04513, over 7617.48 utterances.], giga_tot_loss[loss=0.2235, simple_loss=0.3033, pruned_loss=0.07187, over 2471166.51 frames. utt_duration=613.3 frames, utt_pad_proportion=0.06326, over 16157.77 utterances.], batch size: 51, lr: 4.76e-04
2022-08-24 06:17:26,004 INFO [train.py:927] (6/8) Epoch 7, batch 12500, giga_loss[loss=0.2072, simple_loss=0.283, pruned_loss=0.06567, over 12375.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.033, over 122.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.3013, pruned_loss=0.07155, over 2471506.33 frames. utt_duration=657.5 frames, utt_pad_proportion=0.06076, over 15069.26 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.3028, pruned_loss=0.06605, over 2464531.51 frames. utt_duration=1300 frames, utt_pad_proportion=0.0436, over 7590.13 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3009, pruned_loss=0.07145, over 2471894.38 frames. utt_duration=605.8 frames, utt_pad_proportion=0.06233, over 16362.88 utterances.], batch size: 122, lr: 4.75e-04
2022-08-24 06:19:08,165 INFO [train.py:927] (6/8) Epoch 7, batch 12550, giga_loss[loss=0.1975, simple_loss=0.2745, pruned_loss=0.06025, over 12382.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04346, over 37.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3004, pruned_loss=0.07124, over 2472566.86 frames. utt_duration=625 frames, utt_pad_proportion=0.06387, over 15861.14 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3033, pruned_loss=0.06665, over 2464965.07 frames. utt_duration=1301 frames, utt_pad_proportion=0.04295, over 7586.30 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.2996, pruned_loss=0.07075, over 2472672.01 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06537, over 17114.19 utterances.], batch size: 37, lr: 4.75e-04
2022-08-24 06:20:51,494 INFO [train.py:927] (6/8) Epoch 7, batch 12600, giga_loss[loss=0.2277, simple_loss=0.3154, pruned_loss=0.06997, over 12452.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.04039, over 114.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.3025, pruned_loss=0.07187, over 2473438.14 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06524, over 17024.87 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3042, pruned_loss=0.06732, over 2465172.86 frames. utt_duration=1301 frames, utt_pad_proportion=0.04212, over 7589.73 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.301, pruned_loss=0.07099, over 2473600.19 frames. utt_duration=541.9 frames, utt_pad_proportion=0.06685, over 18308.29 utterances.], batch size: 114, lr: 4.75e-04
2022-08-24 06:22:32,987 INFO [train.py:927] (6/8) Epoch 7, batch 12650, giga_loss[loss=0.2028, simple_loss=0.2856, pruned_loss=0.05998, over 12465.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.0277, over 55.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.303, pruned_loss=0.07076, over 2474169.36 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06444, over 17715.02 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3044, pruned_loss=0.06738, over 2465226.99 frames. utt_duration=1300 frames, utt_pad_proportion=0.04202, over 7594.78 utterances.], giga_tot_loss[loss=0.2208, simple_loss=0.3016, pruned_loss=0.07003, over 2474287.66 frames. utt_duration=529.1 frames, utt_pad_proportion=0.0658, over 18759.46 utterances.], batch size: 55, lr: 4.75e-04
2022-08-24 06:24:14,281 INFO [train.py:927] (6/8) Epoch 7, batch 12700, giga_loss[loss=0.2114, simple_loss=0.3054, pruned_loss=0.05874, over 12437.00 frames. utt_duration=406 frames, utt_pad_proportion=0.0379, over 123.00 utterances.], tot_loss[loss=0.2193, simple_loss=0.3007, pruned_loss=0.06891, over 2473311.65 frames. utt_duration=570.9 frames, utt_pad_proportion=0.05922, over 17375.90 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3043, pruned_loss=0.06734, over 2464999.70 frames. utt_duration=1305 frames, utt_pad_proportion=0.04175, over 7565.01 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2995, pruned_loss=0.06841, over 2473739.12 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06076, over 18369.63 utterances.], batch size: 123, lr: 4.75e-04
2022-08-24 06:25:57,433 INFO [train.py:927] (6/8) Epoch 7, batch 12750, giga_loss[loss=0.202, simple_loss=0.2835, pruned_loss=0.06029, over 12313.00 frames. utt_duration=1028 frames, utt_pad_proportion=0.03227, over 48.00 utterances.], tot_loss[loss=0.2186, simple_loss=0.3001, pruned_loss=0.06857, over 2473757.07 frames. utt_duration=570.5 frames, utt_pad_proportion=0.05666, over 17389.18 utterances.], libri_tot_loss[loss=0.2193, simple_loss=0.304, pruned_loss=0.06726, over 2464744.13 frames. utt_duration=1308 frames, utt_pad_proportion=0.04131, over 7548.62 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2994, pruned_loss=0.06825, over 2474406.93 frames. utt_duration=542.1 frames, utt_pad_proportion=0.05822, over 18308.03 utterances.], batch size: 48, lr: 4.75e-04
2022-08-24 06:27:39,777 INFO [train.py:927] (6/8) Epoch 7, batch 12800, giga_loss[loss=0.2037, simple_loss=0.3016, pruned_loss=0.05288, over 12358.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03906, over 113.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3017, pruned_loss=0.06934, over 2474108.64 frames. utt_duration=545 frames, utt_pad_proportion=0.05728, over 18207.68 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3039, pruned_loss=0.06745, over 2464840.92 frames. utt_duration=1310 frames, utt_pad_proportion=0.04069, over 7532.08 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3013, pruned_loss=0.06896, over 2474739.05 frames. utt_duration=517.5 frames, utt_pad_proportion=0.05879, over 19184.44 utterances.], batch size: 113, lr: 4.75e-04
2022-08-24 06:29:24,666 INFO [train.py:927] (6/8) Epoch 7, batch 12850, giga_loss[loss=0.2592, simple_loss=0.3423, pruned_loss=0.08811, over 12384.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07465, over 212.00 utterances.], tot_loss[loss=0.2221, simple_loss=0.3035, pruned_loss=0.07041, over 2473845.17 frames. utt_duration=545.4 frames, utt_pad_proportion=0.05787, over 18193.34 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3038, pruned_loss=0.06768, over 2465066.57 frames. utt_duration=1314 frames, utt_pad_proportion=0.03991, over 7514.95 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3031, pruned_loss=0.06998, over 2474335.99 frames. utt_duration=516.5 frames, utt_pad_proportion=0.05941, over 19216.89 utterances.], batch size: 212, lr: 4.75e-04
2022-08-24 06:31:05,342 INFO [train.py:927] (6/8) Epoch 7, batch 12900, giga_loss[loss=0.2385, simple_loss=0.3071, pruned_loss=0.08495, over 12441.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03405, over 37.00 utterances.], tot_loss[loss=0.222, simple_loss=0.3032, pruned_loss=0.07035, over 2473507.68 frames. utt_duration=572.3 frames, utt_pad_proportion=0.05653, over 17334.48 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3042, pruned_loss=0.06839, over 2465165.16 frames. utt_duration=1314 frames, utt_pad_proportion=0.03916, over 7510.49 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3026, pruned_loss=0.06943, over 2474041.95 frames. utt_duration=538 frames, utt_pad_proportion=0.05838, over 18445.06 utterances.], batch size: 37, lr: 4.75e-04
2022-08-24 06:32:46,561 INFO [train.py:927] (6/8) Epoch 7, batch 12950, giga_loss[loss=0.2075, simple_loss=0.2938, pruned_loss=0.06066, over 12391.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05123, over 161.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3023, pruned_loss=0.06933, over 2473870.58 frames. utt_duration=592.1 frames, utt_pad_proportion=0.05403, over 16754.69 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3045, pruned_loss=0.06866, over 2465569.11 frames. utt_duration=1301 frames, utt_pad_proportion=0.04281, over 7590.57 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3015, pruned_loss=0.0684, over 2474134.42 frames. utt_duration=558.3 frames, utt_pad_proportion=0.05463, over 17775.46 utterances.], batch size: 161, lr: 4.75e-04
2022-08-24 06:34:27,116 INFO [train.py:927] (6/8) Epoch 7, batch 13000, giga_loss[loss=0.2006, simple_loss=0.2787, pruned_loss=0.06125, over 12266.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.03033, over 45.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3001, pruned_loss=0.06869, over 2473220.15 frames. utt_duration=587.4 frames, utt_pad_proportion=0.05501, over 16883.71 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3043, pruned_loss=0.06889, over 2465532.05 frames. utt_duration=1300 frames, utt_pad_proportion=0.04243, over 7595.90 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2996, pruned_loss=0.06776, over 2473714.64 frames. utt_duration=552 frames, utt_pad_proportion=0.05571, over 17975.91 utterances.], batch size: 45, lr: 4.75e-04
2022-08-24 06:36:07,059 INFO [train.py:927] (6/8) Epoch 7, batch 13050, giga_loss[loss=0.1875, simple_loss=0.2808, pruned_loss=0.0471, over 12438.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.0433, over 34.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2999, pruned_loss=0.06842, over 2473375.07 frames. utt_duration=578.7 frames, utt_pad_proportion=0.0552, over 17140.31 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3038, pruned_loss=0.06896, over 2465769.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.04177, over 7565.44 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2998, pruned_loss=0.06758, over 2473737.35 frames. utt_duration=543.4 frames, utt_pad_proportion=0.05611, over 18258.96 utterances.], batch size: 34, lr: 4.75e-04
2022-08-24 06:37:49,595 INFO [train.py:927] (6/8) Epoch 7, batch 13100, giga_loss[loss=0.2137, simple_loss=0.2895, pruned_loss=0.06891, over 12258.00 frames. utt_duration=909.5 frames, utt_pad_proportion=0.02835, over 54.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.3003, pruned_loss=0.06777, over 2473584.63 frames. utt_duration=578.3 frames, utt_pad_proportion=0.05422, over 17154.92 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3042, pruned_loss=0.06932, over 2465791.15 frames. utt_duration=1292 frames, utt_pad_proportion=0.04643, over 7645.61 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2999, pruned_loss=0.06681, over 2473882.20 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05343, over 18003.83 utterances.], batch size: 54, lr: 4.75e-04
2022-08-24 06:39:30,340 INFO [train.py:927] (6/8) Epoch 7, batch 13150, giga_loss[loss=0.2329, simple_loss=0.3063, pruned_loss=0.07976, over 12341.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03281, over 85.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.2996, pruned_loss=0.0686, over 2472892.73 frames. utt_duration=577.6 frames, utt_pad_proportion=0.0549, over 17169.66 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3046, pruned_loss=0.0695, over 2465805.77 frames. utt_duration=1285 frames, utt_pad_proportion=0.04707, over 7682.55 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2988, pruned_loss=0.06766, over 2473238.61 frames. utt_duration=552.1 frames, utt_pad_proportion=0.05405, over 17968.74 utterances.], batch size: 85, lr: 4.75e-04
2022-08-24 06:41:11,259 INFO [train.py:927] (6/8) Epoch 7, batch 13200, giga_loss[loss=0.204, simple_loss=0.2904, pruned_loss=0.0588, over 12385.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.0519, over 161.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.2994, pruned_loss=0.06953, over 2472897.07 frames. utt_duration=583.9 frames, utt_pad_proportion=0.05279, over 16985.46 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.305, pruned_loss=0.06995, over 2466132.06 frames. utt_duration=1285 frames, utt_pad_proportion=0.04648, over 7685.09 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2982, pruned_loss=0.06832, over 2473189.81 frames. utt_duration=550.3 frames, utt_pad_proportion=0.05254, over 18025.66 utterances.], batch size: 161, lr: 4.74e-04
2022-08-24 06:42:49,459 INFO [train.py:927] (6/8) Epoch 7, batch 13250, giga_loss[loss=0.2204, simple_loss=0.2969, pruned_loss=0.07197, over 12411.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03898, over 133.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2974, pruned_loss=0.06916, over 2473120.85 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05099, over 17016.81 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3046, pruned_loss=0.07024, over 2465863.45 frames. utt_duration=1293 frames, utt_pad_proportion=0.04538, over 7635.65 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2965, pruned_loss=0.06788, over 2473851.73 frames. utt_duration=543.9 frames, utt_pad_proportion=0.05139, over 18242.43 utterances.], batch size: 133, lr: 4.74e-04
2022-08-24 06:44:28,835 INFO [train.py:927] (6/8) Epoch 7, batch 13300, giga_loss[loss=0.2021, simple_loss=0.2768, pruned_loss=0.06366, over 12240.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03233, over 45.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2935, pruned_loss=0.06755, over 2473639.17 frames. utt_duration=589 frames, utt_pad_proportion=0.04955, over 16840.68 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3049, pruned_loss=0.07074, over 2466149.31 frames. utt_duration=1294 frames, utt_pad_proportion=0.0447, over 7629.96 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2924, pruned_loss=0.06605, over 2474087.44 frames. utt_duration=551.7 frames, utt_pad_proportion=0.05026, over 17986.58 utterances.], batch size: 45, lr: 4.74e-04
2022-08-24 06:46:09,675 INFO [train.py:927] (6/8) Epoch 7, batch 13350, libri_loss[loss=0.2634, simple_loss=0.3319, pruned_loss=0.0974, over 12233.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005724, over 34.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2934, pruned_loss=0.06782, over 2473295.01 frames. utt_duration=596.5 frames, utt_pad_proportion=0.04899, over 16628.24 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3045, pruned_loss=0.07092, over 2466327.71 frames. utt_duration=1300 frames, utt_pad_proportion=0.04358, over 7599.29 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2924, pruned_loss=0.06632, over 2473783.77 frames. utt_duration=554 frames, utt_pad_proportion=0.05008, over 17911.46 utterances.], batch size: 34, lr: 4.74e-04
2022-08-24 06:47:49,404 INFO [train.py:927] (6/8) Epoch 7, batch 13400, giga_loss[loss=0.207, simple_loss=0.3024, pruned_loss=0.05579, over 12460.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03397, over 98.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2966, pruned_loss=0.06931, over 2473609.55 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05253, over 17242.99 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3047, pruned_loss=0.0711, over 2466574.34 frames. utt_duration=1302 frames, utt_pad_proportion=0.04298, over 7589.30 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2954, pruned_loss=0.06793, over 2473898.81 frames. utt_duration=538.3 frames, utt_pad_proportion=0.05341, over 18433.65 utterances.], batch size: 98, lr: 4.74e-04
2022-08-24 06:49:30,763 INFO [train.py:927] (6/8) Epoch 7, batch 13450, giga_loss[loss=0.2182, simple_loss=0.3068, pruned_loss=0.06476, over 12396.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02603, over 91.00 utterances.], tot_loss[loss=0.2196, simple_loss=0.2994, pruned_loss=0.06986, over 2473728.41 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05308, over 17413.13 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3047, pruned_loss=0.07101, over 2466439.73 frames. utt_duration=1303 frames, utt_pad_proportion=0.04248, over 7577.52 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.2984, pruned_loss=0.06883, over 2474174.33 frames. utt_duration=536.7 frames, utt_pad_proportion=0.05399, over 18490.40 utterances.], batch size: 91, lr: 4.74e-04
2022-08-24 06:51:18,616 INFO [train.py:927] (6/8) Epoch 7, batch 13500, giga_loss[loss=0.2326, simple_loss=0.3157, pruned_loss=0.07471, over 12443.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03725, over 37.00 utterances.], tot_loss[loss=0.225, simple_loss=0.3037, pruned_loss=0.07315, over 2473060.52 frames. utt_duration=584.7 frames, utt_pad_proportion=0.05404, over 16961.59 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.305, pruned_loss=0.0715, over 2466280.29 frames. utt_duration=1295 frames, utt_pad_proportion=0.04622, over 7627.50 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3026, pruned_loss=0.07187, over 2473840.73 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05345, over 18147.11 utterances.], batch size: 37, lr: 4.74e-04
2022-08-24 06:53:02,967 INFO [train.py:927] (6/8) Epoch 7, batch 13550, giga_loss[loss=0.2502, simple_loss=0.3244, pruned_loss=0.08804, over 12357.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03308, over 62.00 utterances.], tot_loss[loss=0.2329, simple_loss=0.3109, pruned_loss=0.07749, over 2473390.13 frames. utt_duration=561 frames, utt_pad_proportion=0.05817, over 17681.27 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3049, pruned_loss=0.07162, over 2466281.16 frames. utt_duration=1299 frames, utt_pad_proportion=0.04557, over 7606.04 utterances.], giga_tot_loss[loss=0.2315, simple_loss=0.3101, pruned_loss=0.07646, over 2474147.62 frames. utt_duration=527.4 frames, utt_pad_proportion=0.05779, over 18817.81 utterances.], batch size: 62, lr: 4.74e-04
2022-08-24 06:54:47,151 INFO [train.py:927] (6/8) Epoch 7, batch 13600, giga_loss[loss=0.2716, simple_loss=0.3375, pruned_loss=0.1029, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04666, over 34.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3179, pruned_loss=0.08305, over 2473783.11 frames. utt_duration=558 frames, utt_pad_proportion=0.05689, over 17780.59 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3048, pruned_loss=0.07184, over 2466275.49 frames. utt_duration=1298 frames, utt_pad_proportion=0.04459, over 7606.12 utterances.], giga_tot_loss[loss=0.241, simple_loss=0.3176, pruned_loss=0.08227, over 2474602.55 frames. utt_duration=522.2 frames, utt_pad_proportion=0.05717, over 19009.15 utterances.], batch size: 34, lr: 4.74e-04
2022-08-24 06:56:30,733 INFO [train.py:927] (6/8) Epoch 7, batch 13650, giga_loss[loss=0.2578, simple_loss=0.3428, pruned_loss=0.08639, over 12407.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03478, over 75.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3241, pruned_loss=0.08818, over 2473586.40 frames. utt_duration=522.8 frames, utt_pad_proportion=0.0655, over 18981.28 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3047, pruned_loss=0.07182, over 2466427.28 frames. utt_duration=1297 frames, utt_pad_proportion=0.04431, over 7612.57 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3245, pruned_loss=0.08802, over 2474341.98 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06548, over 20305.14 utterances.], batch size: 75, lr: 4.74e-04
2022-08-24 06:58:18,365 INFO [train.py:927] (6/8) Epoch 7, batch 13700, giga_loss[loss=0.2366, simple_loss=0.3102, pruned_loss=0.08154, over 12351.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03203, over 85.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3276, pruned_loss=0.09159, over 2473932.70 frames. utt_duration=505.2 frames, utt_pad_proportion=0.06662, over 19644.67 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3047, pruned_loss=0.07178, over 2466226.29 frames. utt_duration=1299 frames, utt_pad_proportion=0.04399, over 7601.48 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3281, pruned_loss=0.09164, over 2474765.19 frames. utt_duration=477.5 frames, utt_pad_proportion=0.06671, over 20794.94 utterances.], batch size: 85, lr: 4.74e-04
2022-08-24 07:00:07,643 INFO [train.py:927] (6/8) Epoch 7, batch 13750, giga_loss[loss=0.3157, simple_loss=0.3588, pruned_loss=0.1363, over 12424.00 frames. utt_duration=234.6 frames, utt_pad_proportion=0.07634, over 213.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.3322, pruned_loss=0.09562, over 2474375.37 frames. utt_duration=477.3 frames, utt_pad_proportion=0.0715, over 20802.23 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3046, pruned_loss=0.07192, over 2466260.04 frames. utt_duration=1306 frames, utt_pad_proportion=0.04257, over 7560.98 utterances.], giga_tot_loss[loss=0.2634, simple_loss=0.3339, pruned_loss=0.09648, over 2475404.80 frames. utt_duration=445 frames, utt_pad_proportion=0.07214, over 22325.07 utterances.], batch size: 213, lr: 4.74e-04
2022-08-24 07:01:54,509 INFO [train.py:927] (6/8) Epoch 7, batch 13800, giga_loss[loss=0.2651, simple_loss=0.3444, pruned_loss=0.09285, over 12468.00 frames. utt_duration=908.2 frames, utt_pad_proportion=0.0297, over 55.00 utterances.], tot_loss[loss=0.2655, simple_loss=0.334, pruned_loss=0.09848, over 2474874.00 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07415, over 21412.11 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3043, pruned_loss=0.07221, over 2466651.93 frames. utt_duration=1300 frames, utt_pad_proportion=0.04688, over 7600.59 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3367, pruned_loss=0.09986, over 2475655.99 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07365, over 23120.90 utterances.], batch size: 55, lr: 4.74e-04
2022-08-24 07:03:40,712 INFO [train.py:927] (6/8) Epoch 7, batch 13850, libri_loss[loss=0.252, simple_loss=0.333, pruned_loss=0.08552, over 12227.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006232, over 31.00 utterances.], tot_loss[loss=0.2659, simple_loss=0.3346, pruned_loss=0.0986, over 2474569.98 frames. utt_duration=467 frames, utt_pad_proportion=0.07066, over 21261.80 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3047, pruned_loss=0.07249, over 2466299.72 frames. utt_duration=1299 frames, utt_pad_proportion=0.0464, over 7600.65 utterances.], giga_tot_loss[loss=0.2685, simple_loss=0.337, pruned_loss=0.1, over 2475688.22 frames. utt_duration=433.4 frames, utt_pad_proportion=0.07082, over 22924.27 utterances.], batch size: 31, lr: 4.74e-04
2022-08-24 07:05:33,877 INFO [train.py:927] (6/8) Epoch 7, batch 13900, giga_loss[loss=0.2453, simple_loss=0.3308, pruned_loss=0.07993, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02803, over 48.00 utterances.], tot_loss[loss=0.2673, simple_loss=0.3363, pruned_loss=0.09918, over 2474291.97 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07528, over 22119.05 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3045, pruned_loss=0.07238, over 2466472.40 frames. utt_duration=1302 frames, utt_pad_proportion=0.04606, over 7587.68 utterances.], giga_tot_loss[loss=0.2699, simple_loss=0.3386, pruned_loss=0.1006, over 2475083.47 frames. utt_duration=421.5 frames, utt_pad_proportion=0.0753, over 23568.20 utterances.], batch size: 48, lr: 4.74e-04
2022-08-24 07:07:20,647 INFO [train.py:927] (6/8) Epoch 7, batch 13950, giga_loss[loss=0.2224, simple_loss=0.3087, pruned_loss=0.06802, over 12352.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02952, over 48.00 utterances.], tot_loss[loss=0.265, simple_loss=0.3349, pruned_loss=0.09752, over 2474304.67 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07822, over 21956.57 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3045, pruned_loss=0.07264, over 2466444.81 frames. utt_duration=1299 frames, utt_pad_proportion=0.04604, over 7604.23 utterances.], giga_tot_loss[loss=0.2682, simple_loss=0.3378, pruned_loss=0.09926, over 2475207.92 frames. utt_duration=421.8 frames, utt_pad_proportion=0.07838, over 23556.68 utterances.], batch size: 48, lr: 4.73e-04
2022-08-24 07:09:06,659 INFO [train.py:927] (6/8) Epoch 7, batch 14000, giga_loss[loss=0.2431, simple_loss=0.3186, pruned_loss=0.08379, over 12447.00 frames. utt_duration=580.2 frames, utt_pad_proportion=0.03455, over 86.00 utterances.], tot_loss[loss=0.2622, simple_loss=0.3334, pruned_loss=0.09547, over 2474390.51 frames. utt_duration=444.2 frames, utt_pad_proportion=0.08115, over 22355.79 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3048, pruned_loss=0.07297, over 2466709.78 frames. utt_duration=1289 frames, utt_pad_proportion=0.04948, over 7666.29 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3359, pruned_loss=0.09697, over 2475019.79 frames. utt_duration=417.2 frames, utt_pad_proportion=0.08037, over 23813.14 utterances.], batch size: 86, lr: 4.73e-04
2022-08-24 07:10:52,149 INFO [train.py:927] (6/8) Epoch 7, batch 14050, libri_loss[loss=0.2154, simple_loss=0.2892, pruned_loss=0.07077, over 12289.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005878, over 32.00 utterances.], tot_loss[loss=0.2595, simple_loss=0.3309, pruned_loss=0.09404, over 2474445.90 frames. utt_duration=439.2 frames, utt_pad_proportion=0.0822, over 22613.64 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3049, pruned_loss=0.07345, over 2466504.12 frames. utt_duration=1278 frames, utt_pad_proportion=0.05291, over 7728.40 utterances.], giga_tot_loss[loss=0.2624, simple_loss=0.3337, pruned_loss=0.09552, over 2475380.78 frames. utt_duration=410.6 frames, utt_pad_proportion=0.08098, over 24200.32 utterances.], batch size: 32, lr: 4.73e-04
2022-08-24 07:12:42,323 INFO [train.py:927] (6/8) Epoch 7, batch 14100, giga_loss[loss=0.2171, simple_loss=0.3052, pruned_loss=0.0645, over 12412.00 frames. utt_duration=857.3 frames, utt_pad_proportion=0.02795, over 58.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3309, pruned_loss=0.0938, over 2474691.06 frames. utt_duration=438.8 frames, utt_pad_proportion=0.08214, over 22636.26 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3053, pruned_loss=0.0737, over 2466424.19 frames. utt_duration=1278 frames, utt_pad_proportion=0.05251, over 7729.10 utterances.], giga_tot_loss[loss=0.2614, simple_loss=0.3329, pruned_loss=0.09492, over 2475566.05 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08135, over 24008.94 utterances.], batch size: 58, lr: 4.73e-04
2022-08-24 07:14:36,580 INFO [train.py:927] (6/8) Epoch 7, batch 14150, giga_loss[loss=0.2595, simple_loss=0.3451, pruned_loss=0.08698, over 12458.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.04273, over 114.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3294, pruned_loss=0.09144, over 2474537.90 frames. utt_duration=437.9 frames, utt_pad_proportion=0.0838, over 22678.08 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3052, pruned_loss=0.07376, over 2466150.78 frames. utt_duration=1280 frames, utt_pad_proportion=0.05226, over 7718.53 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3316, pruned_loss=0.09261, over 2475626.32 frames. utt_duration=413.4 frames, utt_pad_proportion=0.08328, over 24036.59 utterances.], batch size: 114, lr: 4.73e-04
2022-08-24 07:16:23,209 INFO [train.py:927] (6/8) Epoch 7, batch 14200, giga_loss[loss=0.2485, simple_loss=0.3204, pruned_loss=0.0883, over 12380.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06495, over 183.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3293, pruned_loss=0.09027, over 2474005.99 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07955, over 21877.80 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3051, pruned_loss=0.07383, over 2465848.92 frames. utt_duration=1285 frames, utt_pad_proportion=0.051, over 7682.89 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.332, pruned_loss=0.0917, over 2475449.33 frames. utt_duration=423.3 frames, utt_pad_proportion=0.07997, over 23473.18 utterances.], batch size: 183, lr: 4.73e-04
2022-08-24 07:18:11,549 INFO [train.py:927] (6/8) Epoch 7, batch 14250, libri_loss[loss=0.2598, simple_loss=0.3352, pruned_loss=0.09222, over 12482.00 frames. utt_duration=961.6 frames, utt_pad_proportion=0.0655, over 52.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3277, pruned_loss=0.08948, over 2474383.10 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07808, over 21597.81 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3054, pruned_loss=0.07403, over 2465966.90 frames. utt_duration=1280 frames, utt_pad_proportion=0.05132, over 7715.22 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.33, pruned_loss=0.09071, over 2475549.21 frames. utt_duration=430.4 frames, utt_pad_proportion=0.0786, over 23082.97 utterances.], batch size: 52, lr: 4.73e-04
2022-08-24 07:19:59,182 INFO [train.py:927] (6/8) Epoch 7, batch 14300, giga_loss[loss=0.2517, simple_loss=0.3215, pruned_loss=0.09094, over 12372.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.0527, over 161.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3254, pruned_loss=0.08908, over 2474628.25 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07694, over 21569.43 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3049, pruned_loss=0.07397, over 2465895.31 frames. utt_duration=1285 frames, utt_pad_proportion=0.05084, over 7686.64 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3279, pruned_loss=0.0903, over 2475725.05 frames. utt_duration=433 frames, utt_pad_proportion=0.07763, over 22945.65 utterances.], batch size: 161, lr: 4.73e-04
2022-08-24 07:21:47,622 INFO [train.py:927] (6/8) Epoch 7, batch 14350, giga_loss[loss=0.2478, simple_loss=0.3294, pruned_loss=0.08314, over 12431.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03243, over 80.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.325, pruned_loss=0.08737, over 2475069.12 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07078, over 20983.60 utterances.], libri_tot_loss[loss=0.2264, simple_loss=0.3048, pruned_loss=0.07394, over 2465943.64 frames. utt_duration=1281 frames, utt_pad_proportion=0.05131, over 7706.63 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3272, pruned_loss=0.08848, over 2475975.71 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07163, over 22165.77 utterances.], batch size: 80, lr: 4.73e-04
2022-08-24 07:23:35,221 INFO [train.py:927] (6/8) Epoch 7, batch 14400, giga_loss[loss=0.2484, simple_loss=0.3293, pruned_loss=0.08371, over 12331.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03214, over 85.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3233, pruned_loss=0.08506, over 2474264.82 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06553, over 19745.83 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3047, pruned_loss=0.0738, over 2465802.44 frames. utt_duration=1288 frames, utt_pad_proportion=0.05034, over 7666.89 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3257, pruned_loss=0.08642, over 2475383.71 frames. utt_duration=471.1 frames, utt_pad_proportion=0.06698, over 21082.43 utterances.], batch size: 85, lr: 4.73e-04
2022-08-24 07:25:22,265 INFO [train.py:927] (6/8) Epoch 7, batch 14450, giga_loss[loss=0.2228, simple_loss=0.2993, pruned_loss=0.07318, over 12351.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02366, over 45.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3216, pruned_loss=0.08517, over 2473590.29 frames. utt_duration=509.1 frames, utt_pad_proportion=0.06668, over 19489.40 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3048, pruned_loss=0.07412, over 2465746.14 frames. utt_duration=1291 frames, utt_pad_proportion=0.0494, over 7650.43 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3238, pruned_loss=0.08622, over 2474707.48 frames. utt_duration=476.3 frames, utt_pad_proportion=0.06825, over 20848.08 utterances.], batch size: 45, lr: 4.73e-04
2022-08-24 07:27:08,632 INFO [train.py:927] (6/8) Epoch 7, batch 14500, giga_loss[loss=0.2413, simple_loss=0.3087, pruned_loss=0.08695, over 12397.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02595, over 48.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3218, pruned_loss=0.08673, over 2474284.37 frames. utt_duration=491 frames, utt_pad_proportion=0.06792, over 20217.19 utterances.], libri_tot_loss[loss=0.2267, simple_loss=0.3048, pruned_loss=0.07431, over 2466192.90 frames. utt_duration=1292 frames, utt_pad_proportion=0.04881, over 7644.01 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.324, pruned_loss=0.08768, over 2474963.29 frames. utt_duration=460.3 frames, utt_pad_proportion=0.06936, over 21573.05 utterances.], batch size: 48, lr: 4.73e-04
2022-08-24 07:28:52,744 INFO [train.py:927] (6/8) Epoch 7, batch 14550, giga_loss[loss=0.3366, simple_loss=0.3687, pruned_loss=0.1522, over 12357.00 frames. utt_duration=133.1 frames, utt_pad_proportion=0.2168, over 375.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.3214, pruned_loss=0.08751, over 2474595.18 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07016, over 21142.37 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3046, pruned_loss=0.07421, over 2466311.88 frames. utt_duration=1294 frames, utt_pad_proportion=0.04811, over 7634.73 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3238, pruned_loss=0.08871, over 2475239.60 frames. utt_duration=439.6 frames, utt_pad_proportion=0.07146, over 22598.40 utterances.], batch size: 375, lr: 4.73e-04
2022-08-24 07:30:36,984 INFO [train.py:927] (6/8) Epoch 7, batch 14600, giga_loss[loss=0.2755, simple_loss=0.3454, pruned_loss=0.1028, over 12379.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03813, over 113.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.3215, pruned_loss=0.08712, over 2473997.97 frames. utt_duration=488 frames, utt_pad_proportion=0.06758, over 20336.72 utterances.], libri_tot_loss[loss=0.2266, simple_loss=0.3045, pruned_loss=0.07439, over 2466444.39 frames. utt_duration=1299 frames, utt_pad_proportion=0.04646, over 7603.72 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3244, pruned_loss=0.08851, over 2474747.65 frames. utt_duration=448.5 frames, utt_pad_proportion=0.06963, over 22141.70 utterances.], batch size: 113, lr: 4.73e-04
2022-08-24 07:32:22,655 INFO [train.py:927] (6/8) Epoch 7, batch 14650, giga_loss[loss=0.1904, simple_loss=0.2762, pruned_loss=0.05231, over 12169.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.04074, over 33.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3211, pruned_loss=0.08618, over 2474238.43 frames. utt_duration=490.3 frames, utt_pad_proportion=0.07003, over 20246.25 utterances.], libri_tot_loss[loss=0.2265, simple_loss=0.3044, pruned_loss=0.07432, over 2466700.75 frames. utt_duration=1302 frames, utt_pad_proportion=0.04596, over 7585.78 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3237, pruned_loss=0.08752, over 2474702.20 frames. utt_duration=454 frames, utt_pad_proportion=0.07179, over 21871.43 utterances.], batch size: 33, lr: 4.72e-04
2022-08-24 07:34:11,616 INFO [train.py:927] (6/8) Epoch 7, batch 14700, giga_loss[loss=0.2738, simple_loss=0.3363, pruned_loss=0.1057, over 12271.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0246, over 45.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3218, pruned_loss=0.08633, over 2474174.57 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07229, over 20102.48 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.305, pruned_loss=0.07453, over 2466712.24 frames. utt_duration=1289 frames, utt_pad_proportion=0.05027, over 7664.85 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3234, pruned_loss=0.08725, over 2474561.99 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07236, over 21360.54 utterances.], batch size: 45, lr: 4.72e-04
2022-08-24 07:35:56,752 INFO [train.py:927] (6/8) Epoch 7, batch 14750, giga_loss[loss=0.2521, simple_loss=0.3243, pruned_loss=0.08998, over 12383.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03988, over 113.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3237, pruned_loss=0.08888, over 2474390.64 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07375, over 21139.72 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.3055, pruned_loss=0.0747, over 2466717.99 frames. utt_duration=1289 frames, utt_pad_proportion=0.04965, over 7660.90 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3248, pruned_loss=0.08963, over 2474789.70 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07406, over 22322.32 utterances.], batch size: 113, lr: 4.72e-04
2022-08-24 07:37:42,977 INFO [train.py:927] (6/8) Epoch 7, batch 14800, giga_loss[loss=0.2574, simple_loss=0.3207, pruned_loss=0.097, over 12154.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03503, over 36.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3229, pruned_loss=0.08857, over 2473379.57 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07175, over 20280.30 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3056, pruned_loss=0.07486, over 2466696.00 frames. utt_duration=1292 frames, utt_pad_proportion=0.04888, over 7645.80 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3239, pruned_loss=0.0893, over 2473836.97 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07247, over 21468.74 utterances.], batch size: 36, lr: 4.72e-04
2022-08-24 07:39:28,012 INFO [train.py:927] (6/8) Epoch 7, batch 14850, giga_loss[loss=0.27, simple_loss=0.3417, pruned_loss=0.09918, over 12412.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0469, over 161.00 utterances.], tot_loss[loss=0.25, simple_loss=0.323, pruned_loss=0.08852, over 2473746.95 frames. utt_duration=477.2 frames, utt_pad_proportion=0.07523, over 20799.60 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3061, pruned_loss=0.07516, over 2466961.85 frames. utt_duration=1276 frames, utt_pad_proportion=0.05276, over 7739.76 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3238, pruned_loss=0.08914, over 2474023.64 frames. utt_duration=451.9 frames, utt_pad_proportion=0.07468, over 21968.43 utterances.], batch size: 161, lr: 4.72e-04
2022-08-24 07:41:13,201 INFO [train.py:927] (6/8) Epoch 7, batch 14900, giga_loss[loss=0.2201, simple_loss=0.2989, pruned_loss=0.07062, over 12450.00 frames. utt_duration=342.5 frames, utt_pad_proportion=0.04073, over 146.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3211, pruned_loss=0.08682, over 2474070.62 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07285, over 20834.27 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3061, pruned_loss=0.07526, over 2466673.12 frames. utt_duration=1279 frames, utt_pad_proportion=0.05216, over 7722.74 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.322, pruned_loss=0.0874, over 2474647.24 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07279, over 21942.65 utterances.], batch size: 146, lr: 4.72e-04
2022-08-24 07:43:01,007 INFO [train.py:927] (6/8) Epoch 7, batch 14950, giga_loss[loss=0.2621, simple_loss=0.3376, pruned_loss=0.09327, over 12471.00 frames. utt_duration=908.5 frames, utt_pad_proportion=0.02937, over 55.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3195, pruned_loss=0.0862, over 2474327.66 frames. utt_duration=484.5 frames, utt_pad_proportion=0.06941, over 20488.15 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3054, pruned_loss=0.0751, over 2466981.56 frames. utt_duration=1286 frames, utt_pad_proportion=0.05121, over 7683.78 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3211, pruned_loss=0.0871, over 2474693.62 frames. utt_duration=456.5 frames, utt_pad_proportion=0.06999, over 21752.80 utterances.], batch size: 55, lr: 4.72e-04
2022-08-24 07:44:47,954 INFO [train.py:927] (6/8) Epoch 7, batch 15000, giga_loss[loss=0.2469, simple_loss=0.3414, pruned_loss=0.07624, over 12348.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03382, over 62.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3234, pruned_loss=0.08796, over 2474290.80 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06835, over 20547.48 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3056, pruned_loss=0.07521, over 2466741.40 frames. utt_duration=1287 frames, utt_pad_proportion=0.05057, over 7674.20 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3248, pruned_loss=0.08881, over 2474958.04 frames. utt_duration=455.4 frames, utt_pad_proportion=0.06921, over 21807.15 utterances.], batch size: 62, lr: 4.72e-04
2022-08-24 07:44:47,956 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 07:45:02,964 INFO [train.py:967] (6/8) Epoch 7, validation: loss=0.1868, simple_loss=0.3016, pruned_loss=0.03596, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 07:46:47,088 INFO [train.py:927] (6/8) Epoch 7, batch 15050, giga_loss[loss=0.2602, simple_loss=0.333, pruned_loss=0.09366, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3245, pruned_loss=0.08728, over 2473738.50 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06682, over 19658.39 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3059, pruned_loss=0.07566, over 2466582.45 frames. utt_duration=1287 frames, utt_pad_proportion=0.0496, over 7672.31 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.3265, pruned_loss=0.08822, over 2474824.45 frames. utt_duration=464.8 frames, utt_pad_proportion=0.06823, over 21365.15 utterances.], batch size: 97, lr: 4.72e-04
2022-08-24 07:48:32,959 INFO [train.py:927] (6/8) Epoch 7, batch 15100, libri_loss[loss=0.2305, simple_loss=0.2999, pruned_loss=0.08055, over 12403.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005786, over 34.00 utterances.], tot_loss[loss=0.2521, simple_loss=0.3264, pruned_loss=0.08891, over 2474835.14 frames. utt_duration=501 frames, utt_pad_proportion=0.06652, over 19817.19 utterances.], libri_tot_loss[loss=0.2287, simple_loss=0.3059, pruned_loss=0.07581, over 2467041.20 frames. utt_duration=1288 frames, utt_pad_proportion=0.0488, over 7671.88 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3285, pruned_loss=0.08993, over 2475532.90 frames. utt_duration=460.3 frames, utt_pad_proportion=0.06809, over 21580.03 utterances.], batch size: 34, lr: 4.72e-04
2022-08-24 07:50:21,763 INFO [train.py:927] (6/8) Epoch 7, batch 15150, giga_loss[loss=0.2634, simple_loss=0.3365, pruned_loss=0.09519, over 12402.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06768, over 184.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.328, pruned_loss=0.09153, over 2474391.68 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07824, over 21661.45 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3062, pruned_loss=0.0759, over 2467166.23 frames. utt_duration=1287 frames, utt_pad_proportion=0.04843, over 7676.15 utterances.], giga_tot_loss[loss=0.2572, simple_loss=0.3297, pruned_loss=0.09238, over 2474903.71 frames. utt_duration=428.8 frames, utt_pad_proportion=0.07886, over 23163.18 utterances.], batch size: 184, lr: 4.72e-04
2022-08-24 07:52:06,122 INFO [train.py:927] (6/8) Epoch 7, batch 15200, giga_loss[loss=0.2643, simple_loss=0.323, pruned_loss=0.1028, over 12357.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3282, pruned_loss=0.09143, over 2475121.46 frames. utt_duration=458.6 frames, utt_pad_proportion=0.07464, over 21655.88 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3071, pruned_loss=0.07618, over 2467401.91 frames. utt_duration=1290 frames, utt_pad_proportion=0.04734, over 7657.75 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3293, pruned_loss=0.09234, over 2475557.42 frames. utt_duration=426.4 frames, utt_pad_proportion=0.0759, over 23304.84 utterances.], batch size: 366, lr: 4.72e-04
2022-08-24 07:53:52,204 INFO [train.py:927] (6/8) Epoch 7, batch 15250, giga_loss[loss=0.2495, simple_loss=0.3227, pruned_loss=0.08815, over 12416.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04659, over 34.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3268, pruned_loss=0.09079, over 2474453.84 frames. utt_duration=476 frames, utt_pad_proportion=0.07323, over 20855.78 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3076, pruned_loss=0.0766, over 2467318.51 frames. utt_duration=1293 frames, utt_pad_proportion=0.04664, over 7644.49 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3277, pruned_loss=0.09146, over 2475039.96 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07475, over 22488.53 utterances.], batch size: 34, lr: 4.72e-04
2022-08-24 07:55:37,448 INFO [train.py:927] (6/8) Epoch 7, batch 15300, giga_loss[loss=0.2417, simple_loss=0.3027, pruned_loss=0.0904, over 12205.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03012, over 42.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3241, pruned_loss=0.08954, over 2474100.56 frames. utt_duration=460.4 frames, utt_pad_proportion=0.08034, over 21564.25 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3071, pruned_loss=0.07633, over 2467092.10 frames. utt_duration=1296 frames, utt_pad_proportion=0.04636, over 7626.09 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3255, pruned_loss=0.09044, over 2474827.78 frames. utt_duration=432.2 frames, utt_pad_proportion=0.08123, over 22983.18 utterances.], batch size: 42, lr: 4.72e-04
2022-08-24 07:57:23,454 INFO [train.py:927] (6/8) Epoch 7, batch 15350, giga_loss[loss=0.2265, simple_loss=0.3084, pruned_loss=0.07231, over 12415.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03373, over 80.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3226, pruned_loss=0.08814, over 2473863.51 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07356, over 20151.98 utterances.], libri_tot_loss[loss=0.23, simple_loss=0.3071, pruned_loss=0.07642, over 2467296.90 frames. utt_duration=1296 frames, utt_pad_proportion=0.04575, over 7621.61 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.324, pruned_loss=0.08899, over 2474381.90 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0751, over 21515.39 utterances.], batch size: 80, lr: 4.72e-04
2022-08-24 07:59:09,798 INFO [train.py:927] (6/8) Epoch 7, batch 15400, giga_loss[loss=0.2338, simple_loss=0.3048, pruned_loss=0.08136, over 12455.00 frames. utt_duration=907.3 frames, utt_pad_proportion=0.03069, over 55.00 utterances.], tot_loss[loss=0.2527, simple_loss=0.3252, pruned_loss=0.09011, over 2473831.00 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07667, over 20689.00 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3069, pruned_loss=0.07629, over 2467123.24 frames. utt_duration=1296 frames, utt_pad_proportion=0.04573, over 7621.25 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3269, pruned_loss=0.09119, over 2474525.59 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07796, over 22062.57 utterances.], batch size: 55, lr: 4.71e-04
2022-08-24 08:00:54,577 INFO [train.py:927] (6/8) Epoch 7, batch 15450, giga_loss[loss=0.2177, simple_loss=0.3088, pruned_loss=0.06332, over 12367.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.2513, simple_loss=0.3252, pruned_loss=0.08872, over 2474160.96 frames. utt_duration=487.2 frames, utt_pad_proportion=0.07441, over 20373.64 utterances.], libri_tot_loss[loss=0.2299, simple_loss=0.3069, pruned_loss=0.07644, over 2467560.54 frames. utt_duration=1299 frames, utt_pad_proportion=0.04479, over 7606.82 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3269, pruned_loss=0.08982, over 2474515.31 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07617, over 21834.56 utterances.], batch size: 62, lr: 4.71e-04
2022-08-24 08:02:41,702 INFO [train.py:927] (6/8) Epoch 7, batch 15500, giga_loss[loss=0.3019, simple_loss=0.3649, pruned_loss=0.1195, over 12409.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07235, over 212.00 utterances.], tot_loss[loss=0.2512, simple_loss=0.3268, pruned_loss=0.08784, over 2474399.38 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07479, over 20197.27 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3067, pruned_loss=0.07633, over 2467569.03 frames. utt_duration=1301 frames, utt_pad_proportion=0.04461, over 7595.80 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3285, pruned_loss=0.08888, over 2474722.45 frames. utt_duration=462.8 frames, utt_pad_proportion=0.07631, over 21459.15 utterances.], batch size: 212, lr: 4.71e-04
2022-08-24 08:04:24,733 INFO [train.py:927] (6/8) Epoch 7, batch 15550, giga_loss[loss=0.3568, simple_loss=0.389, pruned_loss=0.1623, over 12372.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 370.00 utterances.], tot_loss[loss=0.2549, simple_loss=0.3295, pruned_loss=0.09011, over 2475447.75 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07502, over 20516.85 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3072, pruned_loss=0.07649, over 2467716.46 frames. utt_duration=1305 frames, utt_pad_proportion=0.04397, over 7574.03 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3308, pruned_loss=0.09102, over 2475706.43 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07653, over 21768.43 utterances.], batch size: 370, lr: 4.71e-04
2022-08-24 08:06:08,651 INFO [train.py:927] (6/8) Epoch 7, batch 15600, giga_loss[loss=0.2445, simple_loss=0.325, pruned_loss=0.08205, over 12468.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02987, over 75.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3301, pruned_loss=0.0912, over 2476097.29 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07479, over 20733.99 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3074, pruned_loss=0.07653, over 2467900.10 frames. utt_duration=1307 frames, utt_pad_proportion=0.04284, over 7559.77 utterances.], giga_tot_loss[loss=0.2584, simple_loss=0.3319, pruned_loss=0.09244, over 2476447.80 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07672, over 22269.13 utterances.], batch size: 75, lr: 4.71e-04
2022-08-24 08:07:52,486 INFO [train.py:927] (6/8) Epoch 7, batch 15650, giga_loss[loss=0.2114, simple_loss=0.3071, pruned_loss=0.05786, over 12457.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03056, over 55.00 utterances.], tot_loss[loss=0.2536, simple_loss=0.3291, pruned_loss=0.08901, over 2475887.13 frames. utt_duration=496.6 frames, utt_pad_proportion=0.0731, over 20000.40 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3071, pruned_loss=0.07651, over 2467883.85 frames. utt_duration=1311 frames, utt_pad_proportion=0.04239, over 7540.44 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.331, pruned_loss=0.0902, over 2476275.76 frames. utt_duration=464.4 frames, utt_pad_proportion=0.07507, over 21397.17 utterances.], batch size: 55, lr: 4.71e-04
2022-08-24 08:09:35,597 INFO [train.py:927] (6/8) Epoch 7, batch 15700, giga_loss[loss=0.2649, simple_loss=0.3379, pruned_loss=0.09591, over 12394.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02907, over 97.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3291, pruned_loss=0.08909, over 2475229.01 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07764, over 20534.28 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3071, pruned_loss=0.07649, over 2467519.56 frames. utt_duration=1311 frames, utt_pad_proportion=0.04158, over 7535.60 utterances.], giga_tot_loss[loss=0.2561, simple_loss=0.3314, pruned_loss=0.09046, over 2476138.36 frames. utt_duration=450 frames, utt_pad_proportion=0.07956, over 22082.80 utterances.], batch size: 97, lr: 4.71e-04
2022-08-24 08:11:20,024 INFO [train.py:927] (6/8) Epoch 7, batch 15750, libri_loss[loss=0.2267, simple_loss=0.3047, pruned_loss=0.0744, over 12164.00 frames. utt_duration=1392 frames, utt_pad_proportion=0.004394, over 35.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.328, pruned_loss=0.08914, over 2474135.92 frames. utt_duration=479.5 frames, utt_pad_proportion=0.08356, over 20701.83 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3072, pruned_loss=0.07666, over 2466701.07 frames. utt_duration=1311 frames, utt_pad_proportion=0.04107, over 7536.49 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3303, pruned_loss=0.09041, over 2475814.54 frames. utt_duration=445.6 frames, utt_pad_proportion=0.08524, over 22297.31 utterances.], batch size: 35, lr: 4.71e-04
2022-08-24 08:13:04,348 INFO [train.py:927] (6/8) Epoch 7, batch 15800, giga_loss[loss=0.3148, simple_loss=0.3493, pruned_loss=0.1401, over 12338.00 frames. utt_duration=133.5 frames, utt_pad_proportion=0.215, over 374.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3268, pruned_loss=0.08959, over 2474084.98 frames. utt_duration=456.8 frames, utt_pad_proportion=0.08818, over 21735.87 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3072, pruned_loss=0.07678, over 2466934.13 frames. utt_duration=1316 frames, utt_pad_proportion=0.03987, over 7509.39 utterances.], giga_tot_loss[loss=0.2557, simple_loss=0.3294, pruned_loss=0.09099, over 2475491.29 frames. utt_duration=421.6 frames, utt_pad_proportion=0.08999, over 23567.13 utterances.], batch size: 374, lr: 4.71e-04
2022-08-24 08:14:51,624 INFO [train.py:927] (6/8) Epoch 7, batch 15850, giga_loss[loss=0.3451, simple_loss=0.3781, pruned_loss=0.156, over 12355.00 frames. utt_duration=192.3 frames, utt_pad_proportion=0.1096, over 259.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3249, pruned_loss=0.08933, over 2474176.14 frames. utt_duration=455.3 frames, utt_pad_proportion=0.08612, over 21806.13 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3073, pruned_loss=0.07687, over 2467081.33 frames. utt_duration=1315 frames, utt_pad_proportion=0.03969, over 7514.25 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.327, pruned_loss=0.09046, over 2475214.84 frames. utt_duration=425.1 frames, utt_pad_proportion=0.08788, over 23370.07 utterances.], batch size: 259, lr: 4.71e-04
2022-08-24 08:16:41,488 INFO [train.py:927] (6/8) Epoch 7, batch 15900, giga_loss[loss=0.2206, simple_loss=0.3118, pruned_loss=0.06467, over 12364.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03144, over 97.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3233, pruned_loss=0.08769, over 2473734.86 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07971, over 21445.40 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3071, pruned_loss=0.07672, over 2467350.20 frames. utt_duration=1317 frames, utt_pad_proportion=0.03893, over 7502.85 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3257, pruned_loss=0.08907, over 2474507.61 frames. utt_duration=430.2 frames, utt_pad_proportion=0.08213, over 23089.89 utterances.], batch size: 97, lr: 4.71e-04
2022-08-24 08:18:21,987 INFO [train.py:927] (6/8) Epoch 7, batch 15950, giga_loss[loss=0.2493, simple_loss=0.3239, pruned_loss=0.08741, over 12440.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.03815, over 123.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.32, pruned_loss=0.08447, over 2473473.64 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07438, over 20689.35 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3071, pruned_loss=0.0768, over 2467081.46 frames. utt_duration=1305 frames, utt_pad_proportion=0.04367, over 7569.03 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3222, pruned_loss=0.08567, over 2474462.01 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07565, over 22183.85 utterances.], batch size: 123, lr: 4.71e-04
2022-08-24 08:20:10,505 INFO [train.py:927] (6/8) Epoch 7, batch 16000, giga_loss[loss=0.2747, simple_loss=0.3258, pruned_loss=0.1118, over 12345.00 frames. utt_duration=136 frames, utt_pad_proportion=0.2001, over 367.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3181, pruned_loss=0.08436, over 2474018.46 frames. utt_duration=460.8 frames, utt_pad_proportion=0.07906, over 21545.43 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3074, pruned_loss=0.0771, over 2467280.19 frames. utt_duration=1305 frames, utt_pad_proportion=0.04272, over 7572.88 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3199, pruned_loss=0.08526, over 2474813.66 frames. utt_duration=429.6 frames, utt_pad_proportion=0.08031, over 23119.76 utterances.], batch size: 367, lr: 4.71e-04
2022-08-24 08:21:52,852 INFO [train.py:927] (6/8) Epoch 7, batch 16050, giga_loss[loss=0.223, simple_loss=0.3218, pruned_loss=0.06214, over 12313.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02909, over 74.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3189, pruned_loss=0.08501, over 2473979.08 frames. utt_duration=457.4 frames, utt_pad_proportion=0.07737, over 21704.64 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3073, pruned_loss=0.07709, over 2467061.79 frames. utt_duration=1306 frames, utt_pad_proportion=0.04257, over 7567.02 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3204, pruned_loss=0.08574, over 2474812.35 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07853, over 23000.70 utterances.], batch size: 74, lr: 4.71e-04
2022-08-24 08:23:38,176 INFO [train.py:927] (6/8) Epoch 7, batch 16100, giga_loss[loss=0.2377, simple_loss=0.3173, pruned_loss=0.07903, over 12429.00 frames. utt_duration=711.8 frames, utt_pad_proportion=0.02357, over 70.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3191, pruned_loss=0.0847, over 2474371.27 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07477, over 21069.34 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3077, pruned_loss=0.07724, over 2467039.44 frames. utt_duration=1303 frames, utt_pad_proportion=0.04248, over 7579.65 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3202, pruned_loss=0.08535, over 2475250.79 frames. utt_duration=442 frames, utt_pad_proportion=0.07622, over 22476.06 utterances.], batch size: 70, lr: 4.71e-04
2022-08-24 08:25:24,081 INFO [train.py:927] (6/8) Epoch 7, batch 16150, giga_loss[loss=0.2919, simple_loss=0.3587, pruned_loss=0.1125, over 12353.00 frames. utt_duration=476.5 frames, utt_pad_proportion=0.03548, over 104.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3198, pruned_loss=0.08533, over 2473649.75 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07162, over 20772.37 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3076, pruned_loss=0.07729, over 2466758.76 frames. utt_duration=1303 frames, utt_pad_proportion=0.04238, over 7578.97 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3209, pruned_loss=0.08589, over 2474685.87 frames. utt_duration=450.1 frames, utt_pad_proportion=0.07314, over 22065.13 utterances.], batch size: 104, lr: 4.70e-04
2022-08-24 08:27:12,103 INFO [train.py:927] (6/8) Epoch 7, batch 16200, giga_loss[loss=0.2236, simple_loss=0.301, pruned_loss=0.07308, over 12350.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03347, over 62.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3217, pruned_loss=0.08657, over 2473586.17 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07049, over 20971.59 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3079, pruned_loss=0.07751, over 2466712.58 frames. utt_duration=1299 frames, utt_pad_proportion=0.04249, over 7603.35 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3226, pruned_loss=0.087, over 2474620.57 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07195, over 22277.58 utterances.], batch size: 62, lr: 4.70e-04
2022-08-24 08:28:59,497 INFO [train.py:927] (6/8) Epoch 7, batch 16250, giga_loss[loss=0.2727, simple_loss=0.3417, pruned_loss=0.1019, over 12393.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05851, over 182.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3257, pruned_loss=0.09014, over 2473844.99 frames. utt_duration=454 frames, utt_pad_proportion=0.07376, over 21864.88 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3079, pruned_loss=0.0776, over 2466925.98 frames. utt_duration=1299 frames, utt_pad_proportion=0.04213, over 7603.36 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3266, pruned_loss=0.09056, over 2474559.25 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07498, over 23095.11 utterances.], batch size: 182, lr: 4.70e-04
2022-08-24 08:30:46,894 INFO [train.py:927] (6/8) Epoch 7, batch 16300, giga_loss[loss=0.2674, simple_loss=0.3404, pruned_loss=0.09717, over 12434.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.02915, over 80.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3268, pruned_loss=0.08905, over 2474260.75 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07095, over 21732.86 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3079, pruned_loss=0.07771, over 2466777.35 frames. utt_duration=1302 frames, utt_pad_proportion=0.04169, over 7589.41 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3277, pruned_loss=0.08943, over 2475038.93 frames. utt_duration=433.7 frames, utt_pad_proportion=0.0723, over 22902.95 utterances.], batch size: 80, lr: 4.70e-04
2022-08-24 08:32:33,876 INFO [train.py:927] (6/8) Epoch 7, batch 16350, giga_loss[loss=0.2573, simple_loss=0.3306, pruned_loss=0.09207, over 12362.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03547, over 122.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3263, pruned_loss=0.08968, over 2473723.89 frames. utt_duration=455 frames, utt_pad_proportion=0.07257, over 21818.81 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3077, pruned_loss=0.07775, over 2466785.08 frames. utt_duration=1305 frames, utt_pad_proportion=0.0411, over 7568.84 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3275, pruned_loss=0.09014, over 2474478.21 frames. utt_duration=431.3 frames, utt_pad_proportion=0.07391, over 23026.90 utterances.], batch size: 122, lr: 4.70e-04
2022-08-24 08:34:21,434 INFO [train.py:927] (6/8) Epoch 7, batch 16400, giga_loss[loss=0.2527, simple_loss=0.3262, pruned_loss=0.08958, over 12374.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03566, over 122.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3239, pruned_loss=0.08824, over 2473745.95 frames. utt_duration=470 frames, utt_pad_proportion=0.06989, over 21117.37 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3081, pruned_loss=0.07762, over 2467020.74 frames. utt_duration=1297 frames, utt_pad_proportion=0.04534, over 7618.39 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3251, pruned_loss=0.08911, over 2474368.34 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07025, over 22503.08 utterances.], batch size: 122, lr: 4.70e-04
2022-08-24 08:36:06,268 INFO [train.py:927] (6/8) Epoch 7, batch 16450, libri_loss[loss=0.2244, simple_loss=0.2989, pruned_loss=0.07496, over 12312.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006889, over 36.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3231, pruned_loss=0.08821, over 2473459.31 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07297, over 21082.93 utterances.], libri_tot_loss[loss=0.2317, simple_loss=0.3081, pruned_loss=0.07759, over 2466861.10 frames. utt_duration=1296 frames, utt_pad_proportion=0.04453, over 7623.73 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3247, pruned_loss=0.08932, over 2474364.04 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07358, over 22687.16 utterances.], batch size: 36, lr: 4.70e-04
2022-08-24 08:37:52,474 INFO [train.py:927] (6/8) Epoch 7, batch 16500, giga_loss[loss=0.2381, simple_loss=0.3087, pruned_loss=0.08375, over 12447.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02935, over 80.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3221, pruned_loss=0.08776, over 2473670.24 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07019, over 20739.71 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3081, pruned_loss=0.0777, over 2466600.84 frames. utt_duration=1298 frames, utt_pad_proportion=0.04428, over 7609.54 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3234, pruned_loss=0.08862, over 2474656.39 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07098, over 22123.73 utterances.], batch size: 80, lr: 4.70e-04
2022-08-24 08:39:36,206 INFO [train.py:927] (6/8) Epoch 7, batch 16550, libri_loss[loss=0.2112, simple_loss=0.2975, pruned_loss=0.06248, over 12239.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00572, over 34.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3234, pruned_loss=0.08863, over 2473489.65 frames. utt_duration=473 frames, utt_pad_proportion=0.07248, over 20983.06 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3079, pruned_loss=0.07765, over 2466424.90 frames. utt_duration=1301 frames, utt_pad_proportion=0.04349, over 7590.48 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3251, pruned_loss=0.08971, over 2474668.76 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07354, over 22540.78 utterances.], batch size: 34, lr: 4.70e-04
2022-08-24 08:41:21,854 INFO [train.py:927] (6/8) Epoch 7, batch 16600, giga_loss[loss=0.2237, simple_loss=0.3031, pruned_loss=0.07216, over 12358.00 frames. utt_duration=1100 frames, utt_pad_proportion=0.02228, over 45.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3237, pruned_loss=0.09019, over 2472759.89 frames. utt_duration=482.6 frames, utt_pad_proportion=0.07271, over 20556.55 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3077, pruned_loss=0.07771, over 2466515.62 frames. utt_duration=1287 frames, utt_pad_proportion=0.04841, over 7674.11 utterances.], giga_tot_loss[loss=0.2543, simple_loss=0.3258, pruned_loss=0.09141, over 2473867.27 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07257, over 22165.51 utterances.], batch size: 45, lr: 4.70e-04
2022-08-24 08:43:04,887 INFO [train.py:927] (6/8) Epoch 7, batch 16650, giga_loss[loss=0.2312, simple_loss=0.3091, pruned_loss=0.07665, over 12449.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02969, over 80.00 utterances.], tot_loss[loss=0.2516, simple_loss=0.3235, pruned_loss=0.08981, over 2473256.52 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07484, over 20623.12 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3075, pruned_loss=0.07765, over 2466362.02 frames. utt_duration=1290 frames, utt_pad_proportion=0.04823, over 7656.42 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3256, pruned_loss=0.09093, over 2474319.52 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07472, over 22021.66 utterances.], batch size: 80, lr: 4.70e-04
2022-08-24 08:44:50,175 INFO [train.py:927] (6/8) Epoch 7, batch 16700, giga_loss[loss=0.2655, simple_loss=0.3335, pruned_loss=0.09874, over 12343.00 frames. utt_duration=915.6 frames, utt_pad_proportion=0.02176, over 54.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3245, pruned_loss=0.09067, over 2473775.88 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07227, over 20298.83 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3076, pruned_loss=0.07782, over 2466666.83 frames. utt_duration=1281 frames, utt_pad_proportion=0.05185, over 7712.14 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3264, pruned_loss=0.09179, over 2474552.79 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07134, over 21721.29 utterances.], batch size: 54, lr: 4.70e-04
2022-08-24 08:46:32,935 INFO [train.py:927] (6/8) Epoch 7, batch 16750, giga_loss[loss=0.2468, simple_loss=0.325, pruned_loss=0.08426, over 12425.00 frames. utt_duration=803.1 frames, utt_pad_proportion=0.02773, over 62.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3236, pruned_loss=0.09038, over 2473539.84 frames. utt_duration=488 frames, utt_pad_proportion=0.07097, over 20335.49 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3065, pruned_loss=0.07735, over 2466238.32 frames. utt_duration=1291 frames, utt_pad_proportion=0.05023, over 7652.39 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3269, pruned_loss=0.09221, over 2474855.70 frames. utt_duration=450.6 frames, utt_pad_proportion=0.07099, over 22042.03 utterances.], batch size: 62, lr: 4.70e-04
2022-08-24 08:48:16,021 INFO [train.py:927] (6/8) Epoch 7, batch 16800, giga_loss[loss=0.2352, simple_loss=0.3273, pruned_loss=0.07158, over 12374.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02754, over 48.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3258, pruned_loss=0.09045, over 2473862.91 frames. utt_duration=486 frames, utt_pad_proportion=0.06993, over 20423.20 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3068, pruned_loss=0.07748, over 2466030.11 frames. utt_duration=1278 frames, utt_pad_proportion=0.05447, over 7726.21 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3284, pruned_loss=0.09206, over 2475259.77 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06874, over 22002.51 utterances.], batch size: 48, lr: 4.70e-04
2022-08-24 08:50:00,290 INFO [train.py:927] (6/8) Epoch 7, batch 16850, giga_loss[loss=0.2703, simple_loss=0.3252, pruned_loss=0.1077, over 12331.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2075, over 370.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3254, pruned_loss=0.09064, over 2473305.83 frames. utt_duration=472 frames, utt_pad_proportion=0.0774, over 21024.93 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.3064, pruned_loss=0.07723, over 2465927.88 frames. utt_duration=1283 frames, utt_pad_proportion=0.05325, over 7694.59 utterances.], giga_tot_loss[loss=0.2568, simple_loss=0.3285, pruned_loss=0.09257, over 2474751.97 frames. utt_duration=437 frames, utt_pad_proportion=0.07654, over 22727.63 utterances.], batch size: 370, lr: 4.69e-04
2022-08-24 08:51:43,780 INFO [train.py:927] (6/8) Epoch 7, batch 16900, giga_loss[loss=0.2632, simple_loss=0.3341, pruned_loss=0.09614, over 12365.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03147, over 97.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.325, pruned_loss=0.09032, over 2473309.30 frames. utt_duration=467.8 frames, utt_pad_proportion=0.07561, over 21215.51 utterances.], libri_tot_loss[loss=0.2303, simple_loss=0.3061, pruned_loss=0.0772, over 2465956.58 frames. utt_duration=1283 frames, utt_pad_proportion=0.05286, over 7697.53 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3281, pruned_loss=0.09213, over 2474570.15 frames. utt_duration=435.4 frames, utt_pad_proportion=0.07529, over 22809.88 utterances.], batch size: 97, lr: 4.69e-04
2022-08-24 08:53:32,438 INFO [train.py:927] (6/8) Epoch 7, batch 16950, giga_loss[loss=0.2189, simple_loss=0.287, pruned_loss=0.07543, over 12450.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03408, over 37.00 utterances.], tot_loss[loss=0.253, simple_loss=0.3251, pruned_loss=0.09045, over 2473967.89 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07538, over 21050.18 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.306, pruned_loss=0.07721, over 2465987.28 frames. utt_duration=1286 frames, utt_pad_proportion=0.05207, over 7676.70 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3281, pruned_loss=0.09213, over 2475074.69 frames. utt_duration=440 frames, utt_pad_proportion=0.07552, over 22576.70 utterances.], batch size: 37, lr: 4.69e-04
2022-08-24 08:55:19,984 INFO [train.py:927] (6/8) Epoch 7, batch 17000, giga_loss[loss=0.2268, simple_loss=0.3104, pruned_loss=0.07156, over 12315.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04922, over 26.00 utterances.], tot_loss[loss=0.2546, simple_loss=0.3265, pruned_loss=0.09134, over 2474484.61 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07356, over 20928.44 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3063, pruned_loss=0.07737, over 2466040.55 frames. utt_duration=1282 frames, utt_pad_proportion=0.05226, over 7705.37 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3288, pruned_loss=0.09269, over 2475421.51 frames. utt_duration=446 frames, utt_pad_proportion=0.07382, over 22275.00 utterances.], batch size: 26, lr: 4.69e-04
2022-08-24 08:57:03,622 INFO [train.py:927] (6/8) Epoch 7, batch 17050, giga_loss[loss=0.2038, simple_loss=0.2778, pruned_loss=0.06493, over 12441.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03545, over 37.00 utterances.], tot_loss[loss=0.2544, simple_loss=0.3266, pruned_loss=0.0911, over 2474326.42 frames. utt_duration=484 frames, utt_pad_proportion=0.07276, over 20511.33 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.307, pruned_loss=0.07777, over 2465903.12 frames. utt_duration=1271 frames, utt_pad_proportion=0.05618, over 7770.03 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3284, pruned_loss=0.0922, over 2475420.50 frames. utt_duration=454 frames, utt_pad_proportion=0.07194, over 21881.89 utterances.], batch size: 37, lr: 4.69e-04
2022-08-24 08:58:49,099 INFO [train.py:927] (6/8) Epoch 7, batch 17100, giga_loss[loss=0.237, simple_loss=0.3144, pruned_loss=0.07977, over 12462.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03318, over 86.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3265, pruned_loss=0.09099, over 2474965.63 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07455, over 20999.09 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3067, pruned_loss=0.07773, over 2465794.18 frames. utt_duration=1276 frames, utt_pad_proportion=0.05525, over 7739.99 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.3286, pruned_loss=0.0922, over 2476166.12 frames. utt_duration=443.3 frames, utt_pad_proportion=0.07425, over 22418.52 utterances.], batch size: 86, lr: 4.69e-04
2022-08-24 09:00:35,087 INFO [train.py:927] (6/8) Epoch 7, batch 17150, giga_loss[loss=0.197, simple_loss=0.2809, pruned_loss=0.05657, over 12224.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03774, over 28.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3243, pruned_loss=0.08894, over 2474952.55 frames. utt_duration=491.7 frames, utt_pad_proportion=0.0712, over 20196.74 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3066, pruned_loss=0.07772, over 2466103.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05459, over 7728.93 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3263, pruned_loss=0.09007, over 2475752.88 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07142, over 21494.12 utterances.], batch size: 28, lr: 4.69e-04
2022-08-24 09:02:19,673 INFO [train.py:927] (6/8) Epoch 7, batch 17200, giga_loss[loss=0.1838, simple_loss=0.274, pruned_loss=0.04677, over 12343.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.03043, over 51.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3237, pruned_loss=0.08968, over 2474424.63 frames. utt_duration=471.7 frames, utt_pad_proportion=0.07758, over 21047.67 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3065, pruned_loss=0.07772, over 2466211.03 frames. utt_duration=1282 frames, utt_pad_proportion=0.05403, over 7705.13 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3256, pruned_loss=0.09073, over 2475084.41 frames. utt_duration=446.2 frames, utt_pad_proportion=0.07768, over 22263.17 utterances.], batch size: 51, lr: 4.69e-04
2022-08-24 09:04:06,866 INFO [train.py:927] (6/8) Epoch 7, batch 17250, libri_loss[loss=0.2966, simple_loss=0.383, pruned_loss=0.1052, over 12295.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006578, over 35.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3195, pruned_loss=0.08745, over 2474716.76 frames. utt_duration=492.5 frames, utt_pad_proportion=0.07181, over 20158.04 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3064, pruned_loss=0.0775, over 2466247.90 frames. utt_duration=1289 frames, utt_pad_proportion=0.05289, over 7663.49 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3215, pruned_loss=0.08876, over 2475448.29 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07272, over 21516.69 utterances.], batch size: 35, lr: 4.69e-04
2022-08-24 09:05:51,178 INFO [train.py:927] (6/8) Epoch 7, batch 17300, giga_loss[loss=0.2339, simple_loss=0.3231, pruned_loss=0.07228, over 12426.00 frames. utt_duration=308.3 frames, utt_pad_proportion=0.05442, over 162.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3187, pruned_loss=0.08697, over 2475051.18 frames. utt_duration=485.1 frames, utt_pad_proportion=0.07144, over 20469.67 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3067, pruned_loss=0.07776, over 2466520.38 frames. utt_duration=1285 frames, utt_pad_proportion=0.0528, over 7685.84 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3202, pruned_loss=0.08796, over 2475539.23 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07235, over 21755.66 utterances.], batch size: 162, lr: 4.69e-04
2022-08-24 09:07:36,206 INFO [train.py:927] (6/8) Epoch 7, batch 17350, giga_loss[loss=0.2126, simple_loss=0.3031, pruned_loss=0.06109, over 12361.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0286, over 91.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3184, pruned_loss=0.08523, over 2474960.61 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07872, over 22110.99 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.307, pruned_loss=0.07778, over 2466513.58 frames. utt_duration=1285 frames, utt_pad_proportion=0.05236, over 7685.51 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3197, pruned_loss=0.08628, over 2475605.82 frames. utt_duration=422.1 frames, utt_pad_proportion=0.07937, over 23543.14 utterances.], batch size: 91, lr: 4.69e-04
2022-08-24 09:09:20,804 INFO [train.py:927] (6/8) Epoch 7, batch 17400, giga_loss[loss=0.2135, simple_loss=0.3002, pruned_loss=0.0634, over 12360.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03656, over 122.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3164, pruned_loss=0.08185, over 2475736.14 frames. utt_duration=424 frames, utt_pad_proportion=0.08032, over 23436.35 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.307, pruned_loss=0.07783, over 2466549.01 frames. utt_duration=1284 frames, utt_pad_proportion=0.05228, over 7693.08 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08265, over 2476250.94 frames. utt_duration=403.8 frames, utt_pad_proportion=0.08078, over 24617.93 utterances.], batch size: 122, lr: 4.69e-04
2022-08-24 09:11:03,168 INFO [train.py:927] (6/8) Epoch 7, batch 17450, giga_loss[loss=0.2095, simple_loss=0.3013, pruned_loss=0.05883, over 12406.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04401, over 146.00 utterances.], tot_loss[loss=0.2356, simple_loss=0.3142, pruned_loss=0.0785, over 2476646.59 frames. utt_duration=427.6 frames, utt_pad_proportion=0.07625, over 23246.67 utterances.], libri_tot_loss[loss=0.2313, simple_loss=0.307, pruned_loss=0.0778, over 2467004.74 frames. utt_duration=1285 frames, utt_pad_proportion=0.05145, over 7687.64 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3153, pruned_loss=0.07922, over 2476850.21 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07719, over 24555.89 utterances.], batch size: 146, lr: 4.69e-04
2022-08-24 09:12:48,404 INFO [train.py:927] (6/8) Epoch 7, batch 17500, giga_loss[loss=0.2148, simple_loss=0.3072, pruned_loss=0.06125, over 12430.00 frames. utt_duration=508.9 frames, utt_pad_proportion=0.03622, over 98.00 utterances.], tot_loss[loss=0.233, simple_loss=0.3129, pruned_loss=0.07654, over 2476131.11 frames. utt_duration=418.9 frames, utt_pad_proportion=0.07693, over 23725.08 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3067, pruned_loss=0.07759, over 2466632.79 frames. utt_duration=1289 frames, utt_pad_proportion=0.05053, over 7665.68 utterances.], giga_tot_loss[loss=0.2344, simple_loss=0.3141, pruned_loss=0.07729, over 2476848.61 frames. utt_duration=395.5 frames, utt_pad_proportion=0.07803, over 25143.89 utterances.], batch size: 98, lr: 4.69e-04
2022-08-24 09:14:30,227 INFO [train.py:927] (6/8) Epoch 7, batch 17550, giga_loss[loss=0.1883, simple_loss=0.2851, pruned_loss=0.04576, over 12339.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03096, over 70.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3101, pruned_loss=0.07416, over 2476079.80 frames. utt_duration=420 frames, utt_pad_proportion=0.07647, over 23662.86 utterances.], libri_tot_loss[loss=0.2315, simple_loss=0.3072, pruned_loss=0.07787, over 2466674.18 frames. utt_duration=1277 frames, utt_pad_proportion=0.05389, over 7735.96 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3107, pruned_loss=0.07446, over 2476743.96 frames. utt_duration=398.6 frames, utt_pad_proportion=0.07663, over 24947.77 utterances.], batch size: 70, lr: 4.69e-04
2022-08-24 09:16:16,220 INFO [train.py:927] (6/8) Epoch 7, batch 17600, giga_loss[loss=0.2076, simple_loss=0.2811, pruned_loss=0.067, over 12340.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1892, over 362.00 utterances.], tot_loss[loss=0.2273, simple_loss=0.309, pruned_loss=0.07283, over 2475934.88 frames. utt_duration=420 frames, utt_pad_proportion=0.07642, over 23663.45 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3076, pruned_loss=0.07797, over 2466735.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.05345, over 7732.61 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.3092, pruned_loss=0.07294, over 2476483.46 frames. utt_duration=400.7 frames, utt_pad_proportion=0.07671, over 24809.60 utterances.], batch size: 362, lr: 4.68e-04
2022-08-24 09:17:59,892 INFO [train.py:927] (6/8) Epoch 7, batch 17650, giga_loss[loss=0.2062, simple_loss=0.3002, pruned_loss=0.05614, over 12464.00 frames. utt_duration=510 frames, utt_pad_proportion=0.03403, over 98.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3072, pruned_loss=0.07117, over 2475656.04 frames. utt_duration=422.4 frames, utt_pad_proportion=0.07552, over 23526.95 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3078, pruned_loss=0.07824, over 2466765.72 frames. utt_duration=1266 frames, utt_pad_proportion=0.05718, over 7804.09 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3071, pruned_loss=0.07086, over 2476258.26 frames. utt_duration=401.9 frames, utt_pad_proportion=0.07488, over 24736.60 utterances.], batch size: 98, lr: 4.68e-04
2022-08-24 09:19:47,641 INFO [train.py:927] (6/8) Epoch 7, batch 17700, giga_loss[loss=0.1914, simple_loss=0.282, pruned_loss=0.05036, over 12209.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03282, over 39.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3029, pruned_loss=0.06842, over 2475685.03 frames. utt_duration=410.6 frames, utt_pad_proportion=0.07411, over 24202.59 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3077, pruned_loss=0.07817, over 2466518.61 frames. utt_duration=1269 frames, utt_pad_proportion=0.05681, over 7786.09 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3029, pruned_loss=0.06816, over 2476464.56 frames. utt_duration=392.7 frames, utt_pad_proportion=0.07383, over 25319.59 utterances.], batch size: 39, lr: 4.68e-04
2022-08-24 09:21:33,194 INFO [train.py:927] (6/8) Epoch 7, batch 17750, giga_loss[loss=0.2377, simple_loss=0.3227, pruned_loss=0.07635, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03686, over 105.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.307, pruned_loss=0.06889, over 2475867.11 frames. utt_duration=422 frames, utt_pad_proportion=0.07219, over 23548.51 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3122, pruned_loss=0.07837, over 2466656.57 frames. utt_duration=1270 frames, utt_pad_proportion=0.05573, over 7776.53 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3027, pruned_loss=0.06829, over 2476575.16 frames. utt_duration=400.9 frames, utt_pad_proportion=0.07246, over 24799.09 utterances.], batch size: 105, lr: 4.68e-04
2022-08-24 09:23:30,129 INFO [train.py:927] (6/8) Epoch 7, batch 17800, giga_loss[loss=0.2286, simple_loss=0.314, pruned_loss=0.07156, over 12450.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03372, over 105.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3083, pruned_loss=0.06874, over 2475948.85 frames. utt_duration=410.1 frames, utt_pad_proportion=0.07572, over 24234.46 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3126, pruned_loss=0.07852, over 2466611.93 frames. utt_duration=1259 frames, utt_pad_proportion=0.06035, over 7848.99 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3045, pruned_loss=0.06801, over 2476660.10 frames. utt_duration=392.1 frames, utt_pad_proportion=0.07466, over 25358.77 utterances.], batch size: 105, lr: 4.68e-04
2022-08-24 09:25:37,798 INFO [train.py:927] (6/8) Epoch 7, batch 17850, giga_loss[loss=0.1885, simple_loss=0.2869, pruned_loss=0.04508, over 12431.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03854, over 133.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3057, pruned_loss=0.06751, over 2476361.90 frames. utt_duration=390 frames, utt_pad_proportion=0.07879, over 25486.82 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.07881, over 2466656.49 frames. utt_duration=1247 frames, utt_pad_proportion=0.06375, over 7924.46 utterances.], giga_tot_loss[loss=0.2178, simple_loss=0.3025, pruned_loss=0.06657, over 2477024.69 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0771, over 26533.00 utterances.], batch size: 133, lr: 4.68e-04
2022-08-24 09:27:46,997 INFO [train.py:927] (6/8) Epoch 7, batch 17900, giga_loss[loss=0.2097, simple_loss=0.3188, pruned_loss=0.05028, over 12364.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03184, over 58.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3031, pruned_loss=0.06536, over 2476232.65 frames. utt_duration=395.6 frames, utt_pad_proportion=0.07618, over 25124.50 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3123, pruned_loss=0.07865, over 2466503.72 frames. utt_duration=1250 frames, utt_pad_proportion=0.06259, over 7904.97 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.3008, pruned_loss=0.06444, over 2477162.71 frames. utt_duration=376.2 frames, utt_pad_proportion=0.07535, over 26436.21 utterances.], batch size: 58, lr: 4.68e-04
2022-08-24 09:29:51,448 INFO [train.py:927] (6/8) Epoch 7, batch 17950, giga_loss[loss=0.2571, simple_loss=0.3269, pruned_loss=0.09359, over 12398.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3004, pruned_loss=0.06491, over 2476720.00 frames. utt_duration=397.6 frames, utt_pad_proportion=0.07334, over 24997.02 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.312, pruned_loss=0.07864, over 2466443.18 frames. utt_duration=1249 frames, utt_pad_proportion=0.06206, over 7905.97 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2985, pruned_loss=0.06382, over 2477790.28 frames. utt_duration=375.5 frames, utt_pad_proportion=0.07304, over 26490.15 utterances.], batch size: 257, lr: 4.68e-04
2022-08-24 09:31:46,257 INFO [train.py:927] (6/8) Epoch 7, batch 18000, libri_loss[loss=0.2451, simple_loss=0.3143, pruned_loss=0.08794, over 12300.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005371, over 35.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2994, pruned_loss=0.06463, over 2476238.22 frames. utt_duration=410.7 frames, utt_pad_proportion=0.07042, over 24190.81 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3121, pruned_loss=0.07894, over 2466373.72 frames. utt_duration=1241 frames, utt_pad_proportion=0.0649, over 7961.46 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2975, pruned_loss=0.0631, over 2477463.39 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06975, over 25803.71 utterances.], batch size: 35, lr: 4.68e-04
2022-08-24 09:31:46,258 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 09:32:01,611 INFO [train.py:967] (6/8) Epoch 7, validation: loss=0.1819, simple_loss=0.2922, pruned_loss=0.03583, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 09:34:13,440 INFO [train.py:927] (6/8) Epoch 7, batch 18050, giga_loss[loss=0.2136, simple_loss=0.2948, pruned_loss=0.06622, over 12438.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.06882, over 213.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2997, pruned_loss=0.0642, over 2476752.21 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06749, over 23752.87 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.312, pruned_loss=0.079, over 2466303.64 frames. utt_duration=1228 frames, utt_pad_proportion=0.06923, over 8045.72 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2979, pruned_loss=0.06253, over 2478062.67 frames. utt_duration=391.6 frames, utt_pad_proportion=0.06584, over 25397.17 utterances.], batch size: 213, lr: 4.68e-04
2022-08-24 09:36:22,613 INFO [train.py:927] (6/8) Epoch 7, batch 18100, giga_loss[loss=0.2102, simple_loss=0.2985, pruned_loss=0.06093, over 12441.00 frames. utt_duration=438 frames, utt_pad_proportion=0.04158, over 114.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2993, pruned_loss=0.06462, over 2477276.03 frames. utt_duration=401.2 frames, utt_pad_proportion=0.07035, over 24773.91 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.312, pruned_loss=0.07928, over 2466321.68 frames. utt_duration=1216 frames, utt_pad_proportion=0.07293, over 8124.29 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2976, pruned_loss=0.06268, over 2478555.14 frames. utt_duration=376.9 frames, utt_pad_proportion=0.06782, over 26389.27 utterances.], batch size: 114, lr: 4.68e-04
2022-08-24 09:38:27,096 INFO [train.py:927] (6/8) Epoch 7, batch 18150, giga_loss[loss=0.2162, simple_loss=0.3135, pruned_loss=0.05943, over 12351.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.0283, over 91.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.3028, pruned_loss=0.06494, over 2477441.19 frames. utt_duration=401.2 frames, utt_pad_proportion=0.06902, over 24780.06 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3119, pruned_loss=0.07924, over 2466260.39 frames. utt_duration=1218 frames, utt_pad_proportion=0.07238, over 8110.07 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.3015, pruned_loss=0.06332, over 2478576.31 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06723, over 26209.47 utterances.], batch size: 91, lr: 4.68e-04
2022-08-24 09:40:33,186 INFO [train.py:927] (6/8) Epoch 7, batch 18200, libri_loss[loss=0.2255, simple_loss=0.313, pruned_loss=0.06902, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01468, over 40.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.3019, pruned_loss=0.06324, over 2477611.15 frames. utt_duration=384.2 frames, utt_pad_proportion=0.07212, over 25877.51 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3117, pruned_loss=0.07913, over 2466316.78 frames. utt_duration=1221 frames, utt_pad_proportion=0.07126, over 8092.04 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.3008, pruned_loss=0.06178, over 2478664.16 frames. utt_duration=363.7 frames, utt_pad_proportion=0.0709, over 27354.15 utterances.], batch size: 40, lr: 4.68e-04
2022-08-24 09:42:37,402 INFO [train.py:927] (6/8) Epoch 7, batch 18250, giga_loss[loss=0.1722, simple_loss=0.258, pruned_loss=0.04322, over 12423.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03843, over 37.00 utterances.], tot_loss[loss=0.214, simple_loss=0.3015, pruned_loss=0.06328, over 2477739.83 frames. utt_duration=391 frames, utt_pad_proportion=0.07106, over 25424.48 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3121, pruned_loss=0.07921, over 2466233.95 frames. utt_duration=1225 frames, utt_pad_proportion=0.07032, over 8063.39 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.3001, pruned_loss=0.06176, over 2478860.79 frames. utt_duration=369 frames, utt_pad_proportion=0.07041, over 26957.50 utterances.], batch size: 37, lr: 4.68e-04
2022-08-24 09:45:11,595 INFO [train.py:927] (6/8) Epoch 7, batch 18300, giga_loss[loss=0.2006, simple_loss=0.2867, pruned_loss=0.05723, over 12355.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.03003, over 91.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3024, pruned_loss=0.06485, over 2478043.85 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06984, over 25336.15 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3122, pruned_loss=0.07946, over 2466322.47 frames. utt_duration=1214 frames, utt_pad_proportion=0.07407, over 8139.73 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.3009, pruned_loss=0.06308, over 2479115.89 frames. utt_duration=370.4 frames, utt_pad_proportion=0.06831, over 26858.22 utterances.], batch size: 91, lr: 4.68e-04
2022-08-24 09:47:19,871 INFO [train.py:927] (6/8) Epoch 7, batch 18350, giga_loss[loss=0.1912, simple_loss=0.2729, pruned_loss=0.0547, over 12408.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.02895, over 80.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2995, pruned_loss=0.06367, over 2477930.17 frames. utt_duration=393.6 frames, utt_pad_proportion=0.06748, over 25256.96 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3119, pruned_loss=0.07938, over 2466225.98 frames. utt_duration=1216 frames, utt_pad_proportion=0.07354, over 8122.38 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2985, pruned_loss=0.06221, over 2478976.75 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06651, over 26633.91 utterances.], batch size: 80, lr: 4.67e-04
2022-08-24 09:49:24,041 INFO [train.py:927] (6/8) Epoch 7, batch 18400, giga_loss[loss=0.2287, simple_loss=0.319, pruned_loss=0.06918, over 12406.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03375, over 113.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.299, pruned_loss=0.06339, over 2478607.12 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06776, over 25031.91 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3119, pruned_loss=0.07948, over 2466613.71 frames. utt_duration=1219 frames, utt_pad_proportion=0.07271, over 8106.61 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.298, pruned_loss=0.06195, over 2479255.37 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06715, over 26346.74 utterances.], batch size: 113, lr: 4.67e-04
2022-08-24 09:51:30,749 INFO [train.py:927] (6/8) Epoch 7, batch 18450, giga_loss[loss=0.254, simple_loss=0.3234, pruned_loss=0.09236, over 12384.00 frames. utt_duration=195.6 frames, utt_pad_proportion=0.09441, over 255.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2987, pruned_loss=0.06381, over 2478994.72 frames. utt_duration=399.3 frames, utt_pad_proportion=0.06688, over 24909.69 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.312, pruned_loss=0.07961, over 2466873.98 frames. utt_duration=1221 frames, utt_pad_proportion=0.0722, over 8094.54 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2978, pruned_loss=0.06242, over 2479380.35 frames. utt_duration=381.1 frames, utt_pad_proportion=0.06656, over 26105.83 utterances.], batch size: 255, lr: 4.67e-04
2022-08-24 09:53:34,466 INFO [train.py:927] (6/8) Epoch 7, batch 18500, giga_loss[loss=0.2038, simple_loss=0.2903, pruned_loss=0.05864, over 12408.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07055, over 212.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2993, pruned_loss=0.06473, over 2478464.11 frames. utt_duration=399.6 frames, utt_pad_proportion=0.0659, over 24882.67 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.312, pruned_loss=0.07969, over 2466874.91 frames. utt_duration=1225 frames, utt_pad_proportion=0.07125, over 8067.86 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2984, pruned_loss=0.0633, over 2478956.28 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06592, over 26147.94 utterances.], batch size: 212, lr: 4.67e-04
2022-08-24 09:55:56,853 INFO [train.py:927] (6/8) Epoch 7, batch 18550, giga_loss[loss=0.237, simple_loss=0.3163, pruned_loss=0.07884, over 12399.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04979, over 161.00 utterances.], tot_loss[loss=0.215, simple_loss=0.3012, pruned_loss=0.06437, over 2478602.05 frames. utt_duration=398.3 frames, utt_pad_proportion=0.0686, over 24965.91 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3129, pruned_loss=0.07986, over 2467095.45 frames. utt_duration=1225 frames, utt_pad_proportion=0.07051, over 8062.94 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2994, pruned_loss=0.06287, over 2478951.76 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06868, over 26198.94 utterances.], batch size: 161, lr: 4.67e-04
2022-08-24 09:58:06,269 INFO [train.py:927] (6/8) Epoch 7, batch 18600, giga_loss[loss=0.2317, simple_loss=0.2947, pruned_loss=0.0844, over 12374.00 frames. utt_duration=196.1 frames, utt_pad_proportion=0.09214, over 254.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2976, pruned_loss=0.06349, over 2478086.89 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06641, over 24210.78 utterances.], libri_tot_loss[loss=0.236, simple_loss=0.3124, pruned_loss=0.07975, over 2467067.45 frames. utt_duration=1229 frames, utt_pad_proportion=0.06943, over 8039.65 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2962, pruned_loss=0.0619, over 2478748.40 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06689, over 25730.09 utterances.], batch size: 254, lr: 4.67e-04
2022-08-24 10:00:01,866 INFO [train.py:927] (6/8) Epoch 7, batch 18650, giga_loss[loss=0.2386, simple_loss=0.3177, pruned_loss=0.07971, over 12391.00 frames. utt_duration=310.7 frames, utt_pad_proportion=0.0439, over 160.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2948, pruned_loss=0.06303, over 2477335.04 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06708, over 24227.83 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3121, pruned_loss=0.07976, over 2466879.00 frames. utt_duration=1232 frames, utt_pad_proportion=0.0688, over 8017.95 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2936, pruned_loss=0.06132, over 2478323.46 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06756, over 25888.22 utterances.], batch size: 160, lr: 4.67e-04
2022-08-24 10:01:58,054 INFO [train.py:927] (6/8) Epoch 7, batch 18700, giga_loss[loss=0.2082, simple_loss=0.2902, pruned_loss=0.0631, over 12449.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.0443, over 134.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.294, pruned_loss=0.06267, over 2476503.66 frames. utt_duration=419.9 frames, utt_pad_proportion=0.06602, over 23660.62 utterances.], libri_tot_loss[loss=0.2357, simple_loss=0.3117, pruned_loss=0.0798, over 2466664.92 frames. utt_duration=1239 frames, utt_pad_proportion=0.06704, over 7974.12 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2928, pruned_loss=0.06072, over 2477807.44 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06695, over 25534.31 utterances.], batch size: 134, lr: 4.67e-04
2022-08-24 10:04:01,907 INFO [train.py:927] (6/8) Epoch 7, batch 18750, giga_loss[loss=0.1903, simple_loss=0.2698, pruned_loss=0.05538, over 12314.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.03325, over 51.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2926, pruned_loss=0.06139, over 2476657.83 frames. utt_duration=414.1 frames, utt_pad_proportion=0.06601, over 23993.15 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3116, pruned_loss=0.07978, over 2466692.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.06625, over 7961.59 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2914, pruned_loss=0.05963, over 2477787.61 frames. utt_duration=387 frames, utt_pad_proportion=0.06695, over 25690.93 utterances.], batch size: 51, lr: 4.67e-04
2022-08-24 10:06:17,673 INFO [train.py:927] (6/8) Epoch 7, batch 18800, libri_loss[loss=0.2311, simple_loss=0.3048, pruned_loss=0.07868, over 12281.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006626, over 32.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2923, pruned_loss=0.06103, over 2476447.68 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06739, over 24626.38 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3118, pruned_loss=0.07971, over 2466655.71 frames. utt_duration=1244 frames, utt_pad_proportion=0.06528, over 7943.41 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2909, pruned_loss=0.05937, over 2477595.34 frames. utt_duration=378 frames, utt_pad_proportion=0.06831, over 26301.94 utterances.], batch size: 32, lr: 4.67e-04
2022-08-24 10:08:19,006 INFO [train.py:927] (6/8) Epoch 7, batch 18850, giga_loss[loss=0.2052, simple_loss=0.2857, pruned_loss=0.0623, over 12445.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04733, over 147.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2916, pruned_loss=0.06092, over 2477132.12 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06431, over 24262.15 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.312, pruned_loss=0.07986, over 2466680.55 frames. utt_duration=1246 frames, utt_pad_proportion=0.06482, over 7927.03 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2902, pruned_loss=0.05932, over 2478097.45 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06534, over 25727.70 utterances.], batch size: 147, lr: 4.67e-04
2022-08-24 10:10:14,292 INFO [train.py:927] (6/8) Epoch 7, batch 18900, giga_loss[loss=0.2343, simple_loss=0.3178, pruned_loss=0.07542, over 12380.00 frames. utt_duration=233.8 frames, utt_pad_proportion=0.07935, over 213.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2909, pruned_loss=0.06019, over 2477204.58 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06609, over 24334.20 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3115, pruned_loss=0.07972, over 2466544.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.06396, over 7890.75 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.29, pruned_loss=0.05873, over 2478249.78 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06702, over 25802.10 utterances.], batch size: 213, lr: 4.67e-04
2022-08-24 10:12:09,291 INFO [train.py:927] (6/8) Epoch 7, batch 18950, giga_loss[loss=0.2301, simple_loss=0.32, pruned_loss=0.07011, over 12437.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04764, over 147.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2928, pruned_loss=0.06024, over 2476916.17 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06528, over 24013.13 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3106, pruned_loss=0.07936, over 2466350.94 frames. utt_duration=1256 frames, utt_pad_proportion=0.06274, over 7865.42 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2922, pruned_loss=0.05888, over 2478202.22 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06646, over 25646.12 utterances.], batch size: 147, lr: 4.67e-04
2022-08-24 10:14:09,233 INFO [train.py:927] (6/8) Epoch 7, batch 19000, giga_loss[loss=0.2118, simple_loss=0.2994, pruned_loss=0.06204, over 12464.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03457, over 98.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2939, pruned_loss=0.0609, over 2476358.16 frames. utt_duration=412 frames, utt_pad_proportion=0.06651, over 24111.93 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.311, pruned_loss=0.07951, over 2466012.22 frames. utt_duration=1259 frames, utt_pad_proportion=0.0615, over 7844.00 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2927, pruned_loss=0.05927, over 2477925.67 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06774, over 25803.24 utterances.], batch size: 98, lr: 4.67e-04
2022-08-24 10:16:08,407 INFO [train.py:927] (6/8) Epoch 7, batch 19050, giga_loss[loss=0.2146, simple_loss=0.2966, pruned_loss=0.06636, over 12371.00 frames. utt_duration=340.3 frames, utt_pad_proportion=0.04676, over 146.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2921, pruned_loss=0.05999, over 2476583.06 frames. utt_duration=408.7 frames, utt_pad_proportion=0.06927, over 24312.32 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3107, pruned_loss=0.07934, over 2465913.27 frames. utt_duration=1257 frames, utt_pad_proportion=0.06183, over 7854.28 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2908, pruned_loss=0.0582, over 2478289.66 frames. utt_duration=379.6 frames, utt_pad_proportion=0.07003, over 26201.16 utterances.], batch size: 146, lr: 4.67e-04
2022-08-24 10:18:07,543 INFO [train.py:927] (6/8) Epoch 7, batch 19100, giga_loss[loss=0.2102, simple_loss=0.304, pruned_loss=0.0582, over 12428.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.03197, over 122.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2902, pruned_loss=0.05935, over 2477110.09 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06731, over 24262.34 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.31, pruned_loss=0.07893, over 2465958.36 frames. utt_duration=1261 frames, utt_pad_proportion=0.06119, over 7829.59 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2895, pruned_loss=0.05803, over 2478550.74 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06824, over 25998.55 utterances.], batch size: 122, lr: 4.67e-04
2022-08-24 10:20:05,901 INFO [train.py:927] (6/8) Epoch 7, batch 19150, giga_loss[loss=0.2225, simple_loss=0.3103, pruned_loss=0.06736, over 12387.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04155, over 133.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2928, pruned_loss=0.06089, over 2477189.16 frames. utt_duration=406.7 frames, utt_pad_proportion=0.0663, over 24434.55 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3096, pruned_loss=0.07876, over 2465937.81 frames. utt_duration=1263 frames, utt_pad_proportion=0.05991, over 7818.59 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2921, pruned_loss=0.05939, over 2478739.61 frames. utt_duration=377 frames, utt_pad_proportion=0.06751, over 26385.32 utterances.], batch size: 133, lr: 4.66e-04
2022-08-24 10:22:01,979 INFO [train.py:927] (6/8) Epoch 7, batch 19200, giga_loss[loss=0.1912, simple_loss=0.2985, pruned_loss=0.04196, over 12417.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03263, over 75.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2963, pruned_loss=0.06221, over 2477610.13 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06427, over 24523.44 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3097, pruned_loss=0.07881, over 2466083.35 frames. utt_duration=1266 frames, utt_pad_proportion=0.05926, over 7799.38 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2955, pruned_loss=0.06073, over 2478862.84 frames. utt_duration=377.9 frames, utt_pad_proportion=0.06557, over 26326.15 utterances.], batch size: 75, lr: 4.66e-04
2022-08-24 10:24:14,825 INFO [train.py:927] (6/8) Epoch 7, batch 19250, giga_loss[loss=0.2137, simple_loss=0.2998, pruned_loss=0.06379, over 12433.00 frames. utt_duration=664.3 frames, utt_pad_proportion=0.03311, over 75.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2975, pruned_loss=0.06203, over 2477141.75 frames. utt_duration=419.6 frames, utt_pad_proportion=0.06075, over 23685.03 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3096, pruned_loss=0.0787, over 2465847.17 frames. utt_duration=1267 frames, utt_pad_proportion=0.05855, over 7795.24 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2965, pruned_loss=0.06043, over 2478732.15 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06228, over 25662.95 utterances.], batch size: 75, lr: 4.66e-04
2022-08-24 10:26:17,751 INFO [train.py:927] (6/8) Epoch 7, batch 19300, giga_loss[loss=0.2203, simple_loss=0.3053, pruned_loss=0.06759, over 12452.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.02839, over 80.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.296, pruned_loss=0.06182, over 2477593.16 frames. utt_duration=404.9 frames, utt_pad_proportion=0.06354, over 24547.51 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3099, pruned_loss=0.07879, over 2466015.53 frames. utt_duration=1267 frames, utt_pad_proportion=0.0577, over 7792.43 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2947, pruned_loss=0.06017, over 2478910.44 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06476, over 26409.49 utterances.], batch size: 80, lr: 4.66e-04
2022-08-24 10:28:27,286 INFO [train.py:927] (6/8) Epoch 7, batch 19350, libri_loss[loss=0.2466, simple_loss=0.343, pruned_loss=0.07509, over 12194.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004952, over 33.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2952, pruned_loss=0.06156, over 2477728.46 frames. utt_duration=395.2 frames, utt_pad_proportion=0.06556, over 25153.64 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3102, pruned_loss=0.07873, over 2465984.85 frames. utt_duration=1268 frames, utt_pad_proportion=0.05726, over 7787.50 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2938, pruned_loss=0.06016, over 2478921.43 frames. utt_duration=371.5 frames, utt_pad_proportion=0.06653, over 26778.61 utterances.], batch size: 33, lr: 4.66e-04
2022-08-24 10:30:27,636 INFO [train.py:927] (6/8) Epoch 7, batch 19400, giga_loss[loss=0.1994, simple_loss=0.2899, pruned_loss=0.05449, over 12338.00 frames. utt_duration=543.7 frames, utt_pad_proportion=0.03089, over 91.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06137, over 2477464.31 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06548, over 24809.80 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3105, pruned_loss=0.07881, over 2465716.81 frames. utt_duration=1269 frames, utt_pad_proportion=0.05647, over 7780.87 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2928, pruned_loss=0.0599, over 2478862.47 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06651, over 26415.07 utterances.], batch size: 91, lr: 4.66e-04
2022-08-24 10:32:27,640 INFO [train.py:927] (6/8) Epoch 7, batch 19450, giga_loss[loss=0.2172, simple_loss=0.2985, pruned_loss=0.06794, over 12370.00 frames. utt_duration=139.9 frames, utt_pad_proportion=0.1773, over 357.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2956, pruned_loss=0.06098, over 2477989.55 frames. utt_duration=393.9 frames, utt_pad_proportion=0.0696, over 25238.92 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.311, pruned_loss=0.07899, over 2465828.37 frames. utt_duration=1262 frames, utt_pad_proportion=0.05762, over 7822.94 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05942, over 2479155.91 frames. utt_duration=372.6 frames, utt_pad_proportion=0.06996, over 26700.21 utterances.], batch size: 357, lr: 4.66e-04
2022-08-24 10:34:22,719 INFO [train.py:927] (6/8) Epoch 7, batch 19500, giga_loss[loss=0.2042, simple_loss=0.3079, pruned_loss=0.05027, over 12408.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06323, over 183.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2959, pruned_loss=0.06029, over 2477863.63 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06846, over 25265.80 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3107, pruned_loss=0.07894, over 2465809.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05674, over 7815.41 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2943, pruned_loss=0.05867, over 2479071.39 frames. utt_duration=370.7 frames, utt_pad_proportion=0.06911, over 26837.35 utterances.], batch size: 183, lr: 4.66e-04
2022-08-24 10:36:29,282 INFO [train.py:927] (6/8) Epoch 7, batch 19550, giga_loss[loss=0.2056, simple_loss=0.2908, pruned_loss=0.06013, over 12378.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.03048, over 62.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2951, pruned_loss=0.06009, over 2478024.33 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06863, over 25119.18 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3103, pruned_loss=0.07889, over 2466169.81 frames. utt_duration=1269 frames, utt_pad_proportion=0.05564, over 7781.30 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2938, pruned_loss=0.05835, over 2478995.43 frames. utt_duration=370.1 frames, utt_pad_proportion=0.06953, over 26881.05 utterances.], batch size: 62, lr: 4.66e-04
2022-08-24 10:38:43,455 INFO [train.py:927] (6/8) Epoch 7, batch 19600, giga_loss[loss=0.2081, simple_loss=0.3041, pruned_loss=0.05607, over 12413.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02491, over 48.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2963, pruned_loss=0.06037, over 2478141.58 frames. utt_duration=405.5 frames, utt_pad_proportion=0.06757, over 24518.70 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3102, pruned_loss=0.07894, over 2466549.34 frames. utt_duration=1262 frames, utt_pad_proportion=0.0584, over 7824.91 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2949, pruned_loss=0.05834, over 2478944.83 frames. utt_duration=376.1 frames, utt_pad_proportion=0.06782, over 26451.12 utterances.], batch size: 48, lr: 4.66e-04
2022-08-24 10:40:55,363 INFO [train.py:927] (6/8) Epoch 7, batch 19650, giga_loss[loss=0.2, simple_loss=0.3019, pruned_loss=0.04903, over 12400.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0412, over 133.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2985, pruned_loss=0.06141, over 2477662.39 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06868, over 25122.32 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3101, pruned_loss=0.07905, over 2466215.76 frames. utt_duration=1262 frames, utt_pad_proportion=0.05745, over 7825.15 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.297, pruned_loss=0.05911, over 2478970.82 frames. utt_duration=365.7 frames, utt_pad_proportion=0.06914, over 27204.66 utterances.], batch size: 133, lr: 4.66e-04
2022-08-24 10:43:18,591 INFO [train.py:927] (6/8) Epoch 7, batch 19700, giga_loss[loss=0.1962, simple_loss=0.2873, pruned_loss=0.05256, over 12413.00 frames. utt_duration=339.3 frames, utt_pad_proportion=0.0497, over 147.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2974, pruned_loss=0.06094, over 2477812.26 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06521, over 24490.66 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3104, pruned_loss=0.07918, over 2466449.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.057, over 7825.90 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2959, pruned_loss=0.05887, over 2478741.70 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06596, over 26270.57 utterances.], batch size: 147, lr: 4.66e-04
2022-08-24 10:45:26,943 INFO [train.py:927] (6/8) Epoch 7, batch 19750, giga_loss[loss=0.2013, simple_loss=0.2933, pruned_loss=0.05465, over 12444.00 frames. utt_duration=586.5 frames, utt_pad_proportion=0.02406, over 85.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2961, pruned_loss=0.05962, over 2477625.28 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06269, over 24101.89 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3102, pruned_loss=0.0791, over 2466193.93 frames. utt_duration=1265 frames, utt_pad_proportion=0.0562, over 7805.60 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2948, pruned_loss=0.05773, over 2478768.58 frames. utt_duration=385.2 frames, utt_pad_proportion=0.0637, over 25818.37 utterances.], batch size: 85, lr: 4.66e-04
2022-08-24 10:47:26,690 INFO [train.py:927] (6/8) Epoch 7, batch 19800, giga_loss[loss=0.2239, simple_loss=0.3149, pruned_loss=0.06649, over 12399.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03248, over 122.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2966, pruned_loss=0.05993, over 2477397.08 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06366, over 24252.84 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3102, pruned_loss=0.07907, over 2466088.47 frames. utt_duration=1266 frames, utt_pad_proportion=0.05579, over 7799.54 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2954, pruned_loss=0.0583, over 2478494.39 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06454, over 25758.45 utterances.], batch size: 122, lr: 4.66e-04
2022-08-24 10:49:22,132 INFO [train.py:927] (6/8) Epoch 7, batch 19850, giga_loss[loss=0.1986, simple_loss=0.2814, pruned_loss=0.05794, over 12429.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07228, over 213.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2987, pruned_loss=0.06105, over 2477544.85 frames. utt_duration=404.7 frames, utt_pad_proportion=0.06573, over 24561.11 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3115, pruned_loss=0.07936, over 2466371.82 frames. utt_duration=1264 frames, utt_pad_proportion=0.0552, over 7813.96 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2963, pruned_loss=0.05891, over 2478524.18 frames. utt_duration=378.4 frames, utt_pad_proportion=0.06659, over 26281.01 utterances.], batch size: 213, lr: 4.66e-04
2022-08-24 10:51:22,892 INFO [train.py:927] (6/8) Epoch 7, batch 19900, giga_loss[loss=0.247, simple_loss=0.3241, pruned_loss=0.08501, over 12434.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.04963, over 161.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2974, pruned_loss=0.06126, over 2477289.17 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06738, over 24736.01 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3113, pruned_loss=0.07936, over 2466459.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05479, over 7819.18 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2952, pruned_loss=0.05903, over 2478293.60 frames. utt_duration=374.2 frames, utt_pad_proportion=0.06823, over 26579.77 utterances.], batch size: 161, lr: 4.65e-04
2022-08-24 10:53:04,859 INFO [train.py:927] (6/8) Epoch 7, batch 19950, giga_loss[loss=0.2829, simple_loss=0.3668, pruned_loss=0.0995, over 12362.00 frames. utt_duration=799 frames, utt_pad_proportion=0.02916, over 62.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.3022, pruned_loss=0.06403, over 2476949.43 frames. utt_duration=431.9 frames, utt_pad_proportion=0.06291, over 23007.49 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3107, pruned_loss=0.07914, over 2466509.94 frames. utt_duration=1269 frames, utt_pad_proportion=0.05361, over 7784.88 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.3007, pruned_loss=0.062, over 2477983.86 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06436, over 24953.57 utterances.], batch size: 62, lr: 4.65e-04
2022-08-24 10:54:49,729 INFO [train.py:927] (6/8) Epoch 7, batch 20000, giga_loss[loss=0.221, simple_loss=0.2969, pruned_loss=0.07258, over 12314.00 frames. utt_duration=1590 frames, utt_pad_proportion=0.04537, over 31.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3066, pruned_loss=0.0667, over 2476241.60 frames. utt_duration=459.9 frames, utt_pad_proportion=0.06008, over 21594.93 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.311, pruned_loss=0.07928, over 2466601.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.05249, over 7783.35 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.305, pruned_loss=0.06458, over 2477255.42 frames. utt_duration=422.1 frames, utt_pad_proportion=0.06192, over 23546.86 utterances.], batch size: 31, lr: 4.65e-04
2022-08-24 10:56:31,678 INFO [train.py:927] (6/8) Epoch 7, batch 20050, giga_loss[loss=0.1929, simple_loss=0.2752, pruned_loss=0.05533, over 12287.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02521, over 45.00 utterances.], tot_loss[loss=0.2156, simple_loss=0.3013, pruned_loss=0.06498, over 2475656.24 frames. utt_duration=488.3 frames, utt_pad_proportion=0.05668, over 20332.62 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3113, pruned_loss=0.07945, over 2466757.13 frames. utt_duration=1269 frames, utt_pad_proportion=0.05196, over 7782.54 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2997, pruned_loss=0.06297, over 2476450.32 frames. utt_duration=450.4 frames, utt_pad_proportion=0.05869, over 22055.54 utterances.], batch size: 45, lr: 4.65e-04
2022-08-24 10:58:15,007 INFO [train.py:927] (6/8) Epoch 7, batch 20100, giga_loss[loss=0.2012, simple_loss=0.2813, pruned_loss=0.06056, over 12378.00 frames. utt_duration=473.3 frames, utt_pad_proportion=0.03796, over 105.00 utterances.], tot_loss[loss=0.21, simple_loss=0.294, pruned_loss=0.06297, over 2475015.00 frames. utt_duration=489.4 frames, utt_pad_proportion=0.06385, over 20286.14 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3113, pruned_loss=0.07951, over 2467071.25 frames. utt_duration=1266 frames, utt_pad_proportion=0.05189, over 7802.19 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2922, pruned_loss=0.06078, over 2475630.05 frames. utt_duration=450.5 frames, utt_pad_proportion=0.06507, over 22047.93 utterances.], batch size: 105, lr: 4.65e-04
2022-08-24 10:59:56,508 INFO [train.py:927] (6/8) Epoch 7, batch 20150, giga_loss[loss=0.1803, simple_loss=0.2591, pruned_loss=0.05079, over 12341.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03163, over 85.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2878, pruned_loss=0.06151, over 2474652.79 frames. utt_duration=504 frames, utt_pad_proportion=0.06358, over 19694.96 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3112, pruned_loss=0.07952, over 2467217.51 frames. utt_duration=1255 frames, utt_pad_proportion=0.05606, over 7871.70 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2858, pruned_loss=0.05911, over 2475334.95 frames. utt_duration=461.5 frames, utt_pad_proportion=0.0635, over 21517.08 utterances.], batch size: 85, lr: 4.65e-04
2022-08-24 11:01:39,855 INFO [train.py:927] (6/8) Epoch 7, batch 20200, giga_loss[loss=0.1703, simple_loss=0.2453, pruned_loss=0.04766, over 12362.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.0319, over 58.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2824, pruned_loss=0.0596, over 2474871.76 frames. utt_duration=510.8 frames, utt_pad_proportion=0.064, over 19433.04 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3113, pruned_loss=0.07958, over 2467310.75 frames. utt_duration=1255 frames, utt_pad_proportion=0.05516, over 7871.02 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.28, pruned_loss=0.05717, over 2475496.16 frames. utt_duration=469.4 frames, utt_pad_proportion=0.06428, over 21156.36 utterances.], batch size: 58, lr: 4.65e-04
2022-08-24 11:03:22,749 INFO [train.py:927] (6/8) Epoch 7, batch 20250, giga_loss[loss=0.1755, simple_loss=0.2492, pruned_loss=0.05092, over 12366.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06063, over 182.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2776, pruned_loss=0.0579, over 2474359.05 frames. utt_duration=534 frames, utt_pad_proportion=0.06089, over 18584.27 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.311, pruned_loss=0.07943, over 2467089.81 frames. utt_duration=1256 frames, utt_pad_proportion=0.05506, over 7863.26 utterances.], giga_tot_loss[loss=0.1932, simple_loss=0.2752, pruned_loss=0.05562, over 2475217.58 frames. utt_duration=491.2 frames, utt_pad_proportion=0.06147, over 20215.55 utterances.], batch size: 182, lr: 4.65e-04
2022-08-24 11:05:06,397 INFO [train.py:927] (6/8) Epoch 7, batch 20300, giga_loss[loss=0.1625, simple_loss=0.2476, pruned_loss=0.03871, over 12337.00 frames. utt_duration=852.4 frames, utt_pad_proportion=0.0336, over 58.00 utterances.], tot_loss[loss=0.1937, simple_loss=0.2738, pruned_loss=0.05676, over 2474299.22 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06541, over 18811.19 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3108, pruned_loss=0.07933, over 2467398.32 frames. utt_duration=1266 frames, utt_pad_proportion=0.05352, over 7804.70 utterances.], giga_tot_loss[loss=0.1897, simple_loss=0.2709, pruned_loss=0.05424, over 2474989.39 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06613, over 20570.57 utterances.], batch size: 58, lr: 4.65e-04
2022-08-24 11:06:51,147 INFO [train.py:927] (6/8) Epoch 7, batch 20350, giga_loss[loss=0.1784, simple_loss=0.2536, pruned_loss=0.05162, over 12442.00 frames. utt_duration=580.1 frames, utt_pad_proportion=0.0332, over 86.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2689, pruned_loss=0.05452, over 2474565.54 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06145, over 18231.76 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3106, pruned_loss=0.07925, over 2467409.18 frames. utt_duration=1267 frames, utt_pad_proportion=0.05305, over 7796.76 utterances.], giga_tot_loss[loss=0.1854, simple_loss=0.2663, pruned_loss=0.0523, over 2475184.76 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06256, over 19768.81 utterances.], batch size: 86, lr: 4.65e-04
2022-08-24 11:08:35,779 INFO [train.py:927] (6/8) Epoch 7, batch 20400, giga_loss[loss=0.2315, simple_loss=0.3043, pruned_loss=0.0794, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06844, over 212.00 utterances.], tot_loss[loss=0.1857, simple_loss=0.2654, pruned_loss=0.05302, over 2474705.46 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06103, over 18339.50 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3104, pruned_loss=0.07909, over 2467346.41 frames. utt_duration=1270 frames, utt_pad_proportion=0.05222, over 7778.99 utterances.], giga_tot_loss[loss=0.1823, simple_loss=0.2627, pruned_loss=0.05093, over 2475374.33 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06229, over 19767.05 utterances.], batch size: 212, lr: 4.65e-04
2022-08-24 11:10:19,238 INFO [train.py:927] (6/8) Epoch 7, batch 20450, giga_loss[loss=0.3106, simple_loss=0.3708, pruned_loss=0.1252, over 12366.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07501, over 212.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2737, pruned_loss=0.0579, over 2474574.72 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06844, over 19221.75 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3101, pruned_loss=0.07907, over 2467318.29 frames. utt_duration=1274 frames, utt_pad_proportion=0.05157, over 7758.46 utterances.], giga_tot_loss[loss=0.1914, simple_loss=0.271, pruned_loss=0.05585, over 2475267.81 frames. utt_duration=483.2 frames, utt_pad_proportion=0.0692, over 20553.46 utterances.], batch size: 212, lr: 4.65e-04
2022-08-24 11:12:02,896 INFO [train.py:927] (6/8) Epoch 7, batch 20500, giga_loss[loss=0.2199, simple_loss=0.2975, pruned_loss=0.07113, over 12202.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03203, over 42.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2841, pruned_loss=0.06278, over 2472593.47 frames. utt_duration=532 frames, utt_pad_proportion=0.06842, over 18642.69 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3105, pruned_loss=0.07939, over 2467289.63 frames. utt_duration=1274 frames, utt_pad_proportion=0.05077, over 7754.33 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2811, pruned_loss=0.06053, over 2473275.16 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06943, over 19904.26 utterances.], batch size: 42, lr: 4.65e-04
2022-08-24 11:13:49,437 INFO [train.py:927] (6/8) Epoch 7, batch 20550, giga_loss[loss=0.1872, simple_loss=0.2738, pruned_loss=0.05033, over 12375.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02784, over 48.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2894, pruned_loss=0.06398, over 2471908.14 frames. utt_duration=517.7 frames, utt_pad_proportion=0.07062, over 19154.74 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3105, pruned_loss=0.07929, over 2466787.65 frames. utt_duration=1277 frames, utt_pad_proportion=0.05024, over 7733.12 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2867, pruned_loss=0.06208, over 2472965.96 frames. utt_duration=488.4 frames, utt_pad_proportion=0.07154, over 20316.26 utterances.], batch size: 48, lr: 4.65e-04
2022-08-24 11:15:35,251 INFO [train.py:927] (6/8) Epoch 7, batch 20600, giga_loss[loss=0.3095, simple_loss=0.3711, pruned_loss=0.124, over 12383.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05925, over 182.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2942, pruned_loss=0.0665, over 2472166.93 frames. utt_duration=526.1 frames, utt_pad_proportion=0.06588, over 18850.10 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3104, pruned_loss=0.07941, over 2466831.75 frames. utt_duration=1280 frames, utt_pad_proportion=0.04946, over 7717.53 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2918, pruned_loss=0.06465, over 2473068.56 frames. utt_duration=496.6 frames, utt_pad_proportion=0.06724, over 19980.61 utterances.], batch size: 182, lr: 4.65e-04
2022-08-24 11:17:17,087 INFO [train.py:927] (6/8) Epoch 7, batch 20650, giga_loss[loss=0.2224, simple_loss=0.3113, pruned_loss=0.06679, over 12353.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02921, over 48.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2991, pruned_loss=0.06914, over 2471965.40 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06458, over 18494.25 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3104, pruned_loss=0.07945, over 2466753.78 frames. utt_duration=1281 frames, utt_pad_proportion=0.04884, over 7712.54 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2968, pruned_loss=0.06735, over 2472867.23 frames. utt_duration=504.7 frames, utt_pad_proportion=0.06613, over 19656.07 utterances.], batch size: 48, lr: 4.64e-04
2022-08-24 11:18:59,614 INFO [train.py:927] (6/8) Epoch 7, batch 20700, giga_loss[loss=0.2138, simple_loss=0.3041, pruned_loss=0.06177, over 12447.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03514, over 105.00 utterances.], tot_loss[loss=0.2234, simple_loss=0.3043, pruned_loss=0.07118, over 2472371.29 frames. utt_duration=540.8 frames, utt_pad_proportion=0.06155, over 18336.04 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3106, pruned_loss=0.07963, over 2466758.14 frames. utt_duration=1272 frames, utt_pad_proportion=0.05157, over 7766.89 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3022, pruned_loss=0.06939, over 2473206.43 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06212, over 19443.51 utterances.], batch size: 105, lr: 4.64e-04
2022-08-24 11:20:42,211 INFO [train.py:927] (6/8) Epoch 7, batch 20750, giga_loss[loss=0.2187, simple_loss=0.3055, pruned_loss=0.06594, over 12304.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02661, over 45.00 utterances.], tot_loss[loss=0.2255, simple_loss=0.3076, pruned_loss=0.07171, over 2472034.82 frames. utt_duration=536.7 frames, utt_pad_proportion=0.06591, over 18474.71 utterances.], libri_tot_loss[loss=0.2352, simple_loss=0.3109, pruned_loss=0.07979, over 2466815.46 frames. utt_duration=1260 frames, utt_pad_proportion=0.05613, over 7842.12 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3055, pruned_loss=0.06996, over 2472772.53 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06463, over 19522.20 utterances.], batch size: 45, lr: 4.64e-04
2022-08-24 11:22:26,058 INFO [train.py:927] (6/8) Epoch 7, batch 20800, libri_loss[loss=0.2432, simple_loss=0.3238, pruned_loss=0.08133, over 12481.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006522, over 36.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3072, pruned_loss=0.07054, over 2471920.99 frames. utt_duration=552.9 frames, utt_pad_proportion=0.06651, over 17931.24 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3109, pruned_loss=0.07984, over 2467274.41 frames. utt_duration=1262 frames, utt_pad_proportion=0.05518, over 7829.91 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3054, pruned_loss=0.06885, over 2472218.12 frames. utt_duration=520.1 frames, utt_pad_proportion=0.06592, over 19069.60 utterances.], batch size: 36, lr: 4.64e-04
2022-08-24 11:24:09,838 INFO [train.py:927] (6/8) Epoch 7, batch 20850, giga_loss[loss=0.2428, simple_loss=0.3246, pruned_loss=0.08053, over 12241.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.03233, over 45.00 utterances.], tot_loss[loss=0.2263, simple_loss=0.3086, pruned_loss=0.07201, over 2471735.72 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06813, over 17711.75 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3116, pruned_loss=0.08047, over 2467629.10 frames. utt_duration=1247 frames, utt_pad_proportion=0.05962, over 7927.08 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3065, pruned_loss=0.06983, over 2471772.47 frames. utt_duration=527.5 frames, utt_pad_proportion=0.06586, over 18795.95 utterances.], batch size: 45, lr: 4.64e-04
2022-08-24 11:25:54,036 INFO [train.py:927] (6/8) Epoch 7, batch 20900, giga_loss[loss=0.2203, simple_loss=0.3018, pruned_loss=0.0694, over 12385.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02703, over 66.00 utterances.], tot_loss[loss=0.2292, simple_loss=0.3099, pruned_loss=0.07431, over 2472146.24 frames. utt_duration=559.2 frames, utt_pad_proportion=0.06626, over 17730.98 utterances.], libri_tot_loss[loss=0.2356, simple_loss=0.3108, pruned_loss=0.08021, over 2467623.26 frames. utt_duration=1251 frames, utt_pad_proportion=0.05841, over 7899.81 utterances.], giga_tot_loss[loss=0.227, simple_loss=0.3088, pruned_loss=0.07261, over 2472285.33 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06507, over 18886.12 utterances.], batch size: 66, lr: 4.64e-04
2022-08-24 11:27:37,972 INFO [train.py:927] (6/8) Epoch 7, batch 20950, giga_loss[loss=0.2001, simple_loss=0.2863, pruned_loss=0.05693, over 12351.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.03151, over 51.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3088, pruned_loss=0.07452, over 2472534.74 frames. utt_duration=555.9 frames, utt_pad_proportion=0.06482, over 17837.88 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3107, pruned_loss=0.08007, over 2467796.17 frames. utt_duration=1246 frames, utt_pad_proportion=0.05848, over 7930.03 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.308, pruned_loss=0.07308, over 2472643.25 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06399, over 19032.84 utterances.], batch size: 51, lr: 4.64e-04
2022-08-24 11:29:22,167 INFO [train.py:927] (6/8) Epoch 7, batch 21000, libri_loss[loss=0.2524, simple_loss=0.3246, pruned_loss=0.09011, over 12448.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005962, over 35.00 utterances.], tot_loss[loss=0.2294, simple_loss=0.3088, pruned_loss=0.075, over 2473135.32 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06709, over 17817.39 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.311, pruned_loss=0.08041, over 2468612.56 frames. utt_duration=1239 frames, utt_pad_proportion=0.06078, over 7978.77 utterances.], giga_tot_loss[loss=0.2272, simple_loss=0.3078, pruned_loss=0.07328, over 2472701.71 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06564, over 19205.02 utterances.], batch size: 35, lr: 4.64e-04
2022-08-24 11:29:22,169 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 11:29:37,318 INFO [train.py:967] (6/8) Epoch 7, validation: loss=0.1912, simple_loss=0.3071, pruned_loss=0.03764, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 11:31:22,730 INFO [train.py:927] (6/8) Epoch 7, batch 21050, giga_loss[loss=0.2071, simple_loss=0.2795, pruned_loss=0.06731, over 12352.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.1992, over 369.00 utterances.], tot_loss[loss=0.2281, simple_loss=0.3079, pruned_loss=0.07418, over 2473712.67 frames. utt_duration=528.7 frames, utt_pad_proportion=0.07159, over 18768.27 utterances.], libri_tot_loss[loss=0.2363, simple_loss=0.3115, pruned_loss=0.08053, over 2468527.04 frames. utt_duration=1243 frames, utt_pad_proportion=0.06015, over 7951.38 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.3065, pruned_loss=0.0726, over 2473518.88 frames. utt_duration=494.2 frames, utt_pad_proportion=0.07047, over 20082.79 utterances.], batch size: 369, lr: 4.64e-04
2022-08-24 11:33:07,802 INFO [train.py:927] (6/8) Epoch 7, batch 21100, libri_loss[loss=0.2284, simple_loss=0.2999, pruned_loss=0.07842, over 12380.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006672, over 34.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3041, pruned_loss=0.07268, over 2473599.35 frames. utt_duration=532.6 frames, utt_pad_proportion=0.06733, over 18628.48 utterances.], libri_tot_loss[loss=0.2359, simple_loss=0.311, pruned_loss=0.08038, over 2468217.09 frames. utt_duration=1246 frames, utt_pad_proportion=0.05972, over 7933.99 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3034, pruned_loss=0.07137, over 2473833.58 frames. utt_duration=496.8 frames, utt_pad_proportion=0.06695, over 19979.49 utterances.], batch size: 34, lr: 4.64e-04
2022-08-24 11:34:53,303 INFO [train.py:927] (6/8) Epoch 7, batch 21150, giga_loss[loss=0.1757, simple_loss=0.2667, pruned_loss=0.04238, over 12416.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.03689, over 113.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.2991, pruned_loss=0.0703, over 2473224.64 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06544, over 18045.11 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3098, pruned_loss=0.07995, over 2468203.43 frames. utt_duration=1254 frames, utt_pad_proportion=0.05863, over 7882.19 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2992, pruned_loss=0.06929, over 2473645.27 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06571, over 19568.58 utterances.], batch size: 113, lr: 4.64e-04
2022-08-24 11:36:37,238 INFO [train.py:927] (6/8) Epoch 7, batch 21200, giga_loss[loss=0.2245, simple_loss=0.3043, pruned_loss=0.07236, over 12397.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05055, over 161.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2978, pruned_loss=0.06877, over 2472797.60 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06481, over 18398.66 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3098, pruned_loss=0.07986, over 2468205.61 frames. utt_duration=1252 frames, utt_pad_proportion=0.05855, over 7893.30 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2978, pruned_loss=0.06797, over 2473167.16 frames. utt_duration=504 frames, utt_pad_proportion=0.06514, over 19684.88 utterances.], batch size: 161, lr: 4.64e-04
2022-08-24 11:38:17,552 INFO [train.py:927] (6/8) Epoch 7, batch 21250, giga_loss[loss=0.2456, simple_loss=0.3198, pruned_loss=0.08572, over 12409.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03929, over 133.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2956, pruned_loss=0.06792, over 2472510.91 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06203, over 17817.02 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3094, pruned_loss=0.07968, over 2467520.03 frames. utt_duration=1257 frames, utt_pad_proportion=0.05706, over 7862.79 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2955, pruned_loss=0.06702, over 2473570.38 frames. utt_duration=515.6 frames, utt_pad_proportion=0.06309, over 19245.32 utterances.], batch size: 133, lr: 4.64e-04
2022-08-24 11:40:00,830 INFO [train.py:927] (6/8) Epoch 7, batch 21300, giga_loss[loss=0.1712, simple_loss=0.2479, pruned_loss=0.04721, over 12183.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03462, over 39.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2925, pruned_loss=0.06659, over 2472635.58 frames. utt_duration=578.9 frames, utt_pad_proportion=0.05914, over 17128.74 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3098, pruned_loss=0.07968, over 2467380.49 frames. utt_duration=1259 frames, utt_pad_proportion=0.05671, over 7849.89 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2918, pruned_loss=0.06569, over 2473673.30 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06035, over 18399.72 utterances.], batch size: 39, lr: 4.64e-04
2022-08-24 11:41:40,103 INFO [train.py:927] (6/8) Epoch 7, batch 21350, giga_loss[loss=0.1948, simple_loss=0.2722, pruned_loss=0.05877, over 12360.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02858, over 48.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2893, pruned_loss=0.06569, over 2472469.79 frames. utt_duration=578.9 frames, utt_pad_proportion=0.06302, over 17129.32 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3092, pruned_loss=0.07949, over 2467464.60 frames. utt_duration=1261 frames, utt_pad_proportion=0.05649, over 7838.79 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2887, pruned_loss=0.06472, over 2473386.75 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06397, over 18468.06 utterances.], batch size: 48, lr: 4.64e-04
2022-08-24 11:43:25,233 INFO [train.py:927] (6/8) Epoch 7, batch 21400, giga_loss[loss=0.2009, simple_loss=0.2801, pruned_loss=0.06086, over 12419.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04286, over 146.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2859, pruned_loss=0.06428, over 2472965.76 frames. utt_duration=582.6 frames, utt_pad_proportion=0.06011, over 17023.41 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3091, pruned_loss=0.07943, over 2467164.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05616, over 7836.13 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2852, pruned_loss=0.06337, over 2474047.04 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06122, over 18212.36 utterances.], batch size: 146, lr: 4.64e-04
2022-08-24 11:45:07,419 INFO [train.py:927] (6/8) Epoch 7, batch 21450, giga_loss[loss=0.1756, simple_loss=0.2527, pruned_loss=0.04928, over 12438.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.04216, over 26.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2837, pruned_loss=0.0633, over 2472879.23 frames. utt_duration=581.9 frames, utt_pad_proportion=0.05794, over 17042.97 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3088, pruned_loss=0.07942, over 2466898.60 frames. utt_duration=1260 frames, utt_pad_proportion=0.05598, over 7841.38 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2829, pruned_loss=0.0623, over 2474080.88 frames. utt_duration=547 frames, utt_pad_proportion=0.05902, over 18140.80 utterances.], batch size: 26, lr: 4.63e-04
2022-08-24 11:46:52,431 INFO [train.py:927] (6/8) Epoch 7, batch 21500, giga_loss[loss=0.2135, simple_loss=0.2917, pruned_loss=0.06762, over 12308.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02647, over 45.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2842, pruned_loss=0.06386, over 2473028.17 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05884, over 16394.03 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3088, pruned_loss=0.07956, over 2466683.71 frames. utt_duration=1250 frames, utt_pad_proportion=0.05962, over 7902.37 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.2828, pruned_loss=0.06235, over 2474395.85 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05821, over 17539.91 utterances.], batch size: 45, lr: 4.63e-04
2022-08-24 11:48:36,971 INFO [train.py:927] (6/8) Epoch 7, batch 21550, giga_loss[loss=0.2024, simple_loss=0.2836, pruned_loss=0.06059, over 12112.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03825, over 30.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2917, pruned_loss=0.06804, over 2473185.96 frames. utt_duration=548 frames, utt_pad_proportion=0.06805, over 18102.65 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3095, pruned_loss=0.07955, over 2466916.70 frames. utt_duration=1246 frames, utt_pad_proportion=0.05967, over 7930.35 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2896, pruned_loss=0.06661, over 2474177.00 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06715, over 19165.53 utterances.], batch size: 30, lr: 4.63e-04
2022-08-24 11:50:18,576 INFO [train.py:927] (6/8) Epoch 7, batch 21600, giga_loss[loss=0.2406, simple_loss=0.3287, pruned_loss=0.07626, over 12400.00 frames. utt_duration=478.1 frames, utt_pad_proportion=0.03019, over 104.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2965, pruned_loss=0.06983, over 2473564.07 frames. utt_duration=546.2 frames, utt_pad_proportion=0.0657, over 18165.39 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3091, pruned_loss=0.07937, over 2467285.82 frames. utt_duration=1247 frames, utt_pad_proportion=0.05854, over 7921.39 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2947, pruned_loss=0.06856, over 2474205.73 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06558, over 19287.62 utterances.], batch size: 104, lr: 4.63e-04
2022-08-24 11:52:03,107 INFO [train.py:927] (6/8) Epoch 7, batch 21650, giga_loss[loss=0.2552, simple_loss=0.3403, pruned_loss=0.085, over 12390.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03876, over 113.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3024, pruned_loss=0.0723, over 2474019.22 frames. utt_duration=528.1 frames, utt_pad_proportion=0.06702, over 18792.89 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3089, pruned_loss=0.07934, over 2467184.07 frames. utt_duration=1251 frames, utt_pad_proportion=0.05793, over 7898.70 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3011, pruned_loss=0.07122, over 2474679.48 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06711, over 19836.16 utterances.], batch size: 113, lr: 4.63e-04
2022-08-24 11:53:44,750 INFO [train.py:927] (6/8) Epoch 7, batch 21700, giga_loss[loss=0.1993, simple_loss=0.291, pruned_loss=0.05379, over 12400.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03837, over 113.00 utterances.], tot_loss[loss=0.2242, simple_loss=0.3043, pruned_loss=0.07211, over 2473409.70 frames. utt_duration=534.5 frames, utt_pad_proportion=0.06493, over 18561.48 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3085, pruned_loss=0.07913, over 2466936.90 frames. utt_duration=1257 frames, utt_pad_proportion=0.05647, over 7862.62 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3034, pruned_loss=0.07124, over 2474389.90 frames. utt_duration=502 frames, utt_pad_proportion=0.06574, over 19776.46 utterances.], batch size: 113, lr: 4.63e-04
2022-08-24 11:55:26,560 INFO [train.py:927] (6/8) Epoch 7, batch 21750, giga_loss[loss=0.2039, simple_loss=0.2872, pruned_loss=0.0603, over 12376.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02737, over 48.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3036, pruned_loss=0.07063, over 2474712.30 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06788, over 18966.69 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3089, pruned_loss=0.07928, over 2467216.91 frames. utt_duration=1254 frames, utt_pad_proportion=0.05603, over 7878.23 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3024, pruned_loss=0.06964, over 2475366.76 frames. utt_duration=493.9 frames, utt_pad_proportion=0.06857, over 20107.41 utterances.], batch size: 48, lr: 4.63e-04
2022-08-24 11:57:10,629 INFO [train.py:927] (6/8) Epoch 7, batch 21800, giga_loss[loss=0.2643, simple_loss=0.3404, pruned_loss=0.0941, over 12418.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.0424, over 146.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.3057, pruned_loss=0.07197, over 2473891.90 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06903, over 19263.10 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.309, pruned_loss=0.07941, over 2467379.32 frames. utt_duration=1244 frames, utt_pad_proportion=0.05932, over 7942.44 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3045, pruned_loss=0.07087, over 2474423.15 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06837, over 20346.66 utterances.], batch size: 146, lr: 4.63e-04
2022-08-24 11:58:55,456 INFO [train.py:927] (6/8) Epoch 7, batch 21850, giga_loss[loss=0.2313, simple_loss=0.3139, pruned_loss=0.0743, over 12402.00 frames. utt_duration=974.2 frames, utt_pad_proportion=0.02868, over 51.00 utterances.], tot_loss[loss=0.2279, simple_loss=0.3086, pruned_loss=0.0736, over 2473978.15 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06673, over 18164.87 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3098, pruned_loss=0.07963, over 2467538.16 frames. utt_duration=1243 frames, utt_pad_proportion=0.05894, over 7950.89 utterances.], giga_tot_loss[loss=0.2258, simple_loss=0.3069, pruned_loss=0.07238, over 2474423.46 frames. utt_duration=515.2 frames, utt_pad_proportion=0.06654, over 19268.55 utterances.], batch size: 51, lr: 4.63e-04
2022-08-24 12:00:45,041 INFO [train.py:927] (6/8) Epoch 7, batch 21900, giga_loss[loss=0.238, simple_loss=0.3189, pruned_loss=0.07861, over 12425.00 frames. utt_duration=858.4 frames, utt_pad_proportion=0.0267, over 58.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3096, pruned_loss=0.07496, over 2474311.17 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06894, over 18307.42 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3098, pruned_loss=0.07951, over 2467500.85 frames. utt_duration=1242 frames, utt_pad_proportion=0.05883, over 7957.45 utterances.], giga_tot_loss[loss=0.2281, simple_loss=0.3082, pruned_loss=0.07396, over 2474841.55 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06877, over 19406.99 utterances.], batch size: 58, lr: 4.63e-04
2022-08-24 12:02:26,010 INFO [train.py:927] (6/8) Epoch 7, batch 21950, giga_loss[loss=0.2503, simple_loss=0.3305, pruned_loss=0.08501, over 12380.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.04004, over 113.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3101, pruned_loss=0.07529, over 2474107.18 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06341, over 17862.99 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3093, pruned_loss=0.07917, over 2467303.68 frames. utt_duration=1246 frames, utt_pad_proportion=0.05739, over 7932.82 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3094, pruned_loss=0.07461, over 2474947.83 frames. utt_duration=518.7 frames, utt_pad_proportion=0.06423, over 19140.37 utterances.], batch size: 113, lr: 4.63e-04
2022-08-24 12:04:11,017 INFO [train.py:927] (6/8) Epoch 7, batch 22000, giga_loss[loss=0.2304, simple_loss=0.3175, pruned_loss=0.07163, over 12440.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03791, over 123.00 utterances.], tot_loss[loss=0.2305, simple_loss=0.3112, pruned_loss=0.07494, over 2474087.66 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06204, over 17484.02 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3091, pruned_loss=0.07909, over 2467426.45 frames. utt_duration=1242 frames, utt_pad_proportion=0.05786, over 7953.52 utterances.], giga_tot_loss[loss=0.2298, simple_loss=0.3108, pruned_loss=0.07444, over 2474699.56 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06261, over 18552.28 utterances.], batch size: 123, lr: 4.63e-04
2022-08-24 12:05:54,211 INFO [train.py:927] (6/8) Epoch 7, batch 22050, giga_loss[loss=0.2424, simple_loss=0.3196, pruned_loss=0.08263, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05017, over 34.00 utterances.], tot_loss[loss=0.2303, simple_loss=0.3104, pruned_loss=0.07507, over 2473490.45 frames. utt_duration=577.3 frames, utt_pad_proportion=0.06524, over 17182.31 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.309, pruned_loss=0.07909, over 2467705.92 frames. utt_duration=1241 frames, utt_pad_proportion=0.05799, over 7966.33 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3104, pruned_loss=0.07454, over 2473950.96 frames. utt_duration=539.8 frames, utt_pad_proportion=0.06559, over 18383.05 utterances.], batch size: 34, lr: 4.63e-04
2022-08-24 12:07:40,109 INFO [train.py:927] (6/8) Epoch 7, batch 22100, giga_loss[loss=0.2239, simple_loss=0.3074, pruned_loss=0.07021, over 12374.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02765, over 70.00 utterances.], tot_loss[loss=0.2291, simple_loss=0.3093, pruned_loss=0.0745, over 2473195.95 frames. utt_duration=607.2 frames, utt_pad_proportion=0.06264, over 16332.38 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3091, pruned_loss=0.07916, over 2467873.22 frames. utt_duration=1242 frames, utt_pad_proportion=0.05713, over 7959.04 utterances.], giga_tot_loss[loss=0.2285, simple_loss=0.3091, pruned_loss=0.07392, over 2473507.77 frames. utt_duration=568.3 frames, utt_pad_proportion=0.06352, over 17457.49 utterances.], batch size: 70, lr: 4.63e-04
2022-08-24 12:09:20,668 INFO [train.py:927] (6/8) Epoch 7, batch 22150, giga_loss[loss=0.2145, simple_loss=0.3046, pruned_loss=0.06218, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02636, over 54.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3087, pruned_loss=0.07457, over 2473645.85 frames. utt_duration=634.7 frames, utt_pad_proportion=0.06156, over 15627.03 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3087, pruned_loss=0.0791, over 2468425.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.05619, over 7950.90 utterances.], giga_tot_loss[loss=0.2284, simple_loss=0.3089, pruned_loss=0.07394, over 2473669.23 frames. utt_duration=585.2 frames, utt_pad_proportion=0.0628, over 16950.66 utterances.], batch size: 54, lr: 4.63e-04
2022-08-24 12:11:04,484 INFO [train.py:927] (6/8) Epoch 7, batch 22200, giga_loss[loss=0.2407, simple_loss=0.3272, pruned_loss=0.07706, over 12444.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03732, over 105.00 utterances.], tot_loss[loss=0.2289, simple_loss=0.3091, pruned_loss=0.07439, over 2473510.31 frames. utt_duration=624.9 frames, utt_pad_proportion=0.06154, over 15871.36 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3082, pruned_loss=0.07885, over 2468438.24 frames. utt_duration=1248 frames, utt_pad_proportion=0.05562, over 7922.78 utterances.], giga_tot_loss[loss=0.2289, simple_loss=0.3097, pruned_loss=0.07405, over 2473578.61 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06278, over 17047.40 utterances.], batch size: 105, lr: 4.62e-04
2022-08-24 12:12:45,503 INFO [train.py:927] (6/8) Epoch 7, batch 22250, giga_loss[loss=0.2945, simple_loss=0.3494, pruned_loss=0.1199, over 12368.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1048, over 258.00 utterances.], tot_loss[loss=0.2286, simple_loss=0.3088, pruned_loss=0.07422, over 2472635.69 frames. utt_duration=626.2 frames, utt_pad_proportion=0.05773, over 15831.39 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3082, pruned_loss=0.07871, over 2468317.93 frames. utt_duration=1251 frames, utt_pad_proportion=0.05458, over 7898.89 utterances.], giga_tot_loss[loss=0.2286, simple_loss=0.3093, pruned_loss=0.07397, over 2472906.91 frames. utt_duration=584.3 frames, utt_pad_proportion=0.05943, over 16973.15 utterances.], batch size: 258, lr: 4.62e-04
2022-08-24 12:14:30,170 INFO [train.py:927] (6/8) Epoch 7, batch 22300, giga_loss[loss=0.2022, simple_loss=0.282, pruned_loss=0.06115, over 12252.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02887, over 54.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.307, pruned_loss=0.0733, over 2471694.45 frames. utt_duration=634.6 frames, utt_pad_proportion=0.05739, over 15616.99 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3083, pruned_loss=0.0786, over 2468062.08 frames. utt_duration=1252 frames, utt_pad_proportion=0.05427, over 7897.49 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3073, pruned_loss=0.07314, over 2472201.76 frames. utt_duration=596.1 frames, utt_pad_proportion=0.05895, over 16629.64 utterances.], batch size: 54, lr: 4.62e-04
2022-08-24 12:16:11,196 INFO [train.py:927] (6/8) Epoch 7, batch 22350, giga_loss[loss=0.21, simple_loss=0.2842, pruned_loss=0.06791, over 12428.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.04016, over 40.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3045, pruned_loss=0.07216, over 2470829.63 frames. utt_duration=643.2 frames, utt_pad_proportion=0.05708, over 15401.60 utterances.], libri_tot_loss[loss=0.2325, simple_loss=0.3082, pruned_loss=0.0784, over 2468130.07 frames. utt_duration=1253 frames, utt_pad_proportion=0.05374, over 7889.70 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3048, pruned_loss=0.07204, over 2471282.80 frames. utt_duration=603.1 frames, utt_pad_proportion=0.05867, over 16431.01 utterances.], batch size: 40, lr: 4.62e-04
2022-08-24 12:17:53,558 INFO [train.py:927] (6/8) Epoch 7, batch 22400, giga_loss[loss=0.2292, simple_loss=0.3025, pruned_loss=0.07799, over 12448.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.03094, over 80.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3015, pruned_loss=0.07107, over 2470966.12 frames. utt_duration=652.5 frames, utt_pad_proportion=0.05756, over 15182.50 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3079, pruned_loss=0.07838, over 2467845.64 frames. utt_duration=1258 frames, utt_pad_proportion=0.05283, over 7858.85 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3018, pruned_loss=0.07084, over 2471630.34 frames. utt_duration=612.1 frames, utt_pad_proportion=0.05924, over 16192.24 utterances.], batch size: 80, lr: 4.62e-04
2022-08-24 12:19:37,632 INFO [train.py:927] (6/8) Epoch 7, batch 22450, giga_loss[loss=0.212, simple_loss=0.2753, pruned_loss=0.07439, over 12314.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.03638, over 51.00 utterances.], tot_loss[loss=0.22, simple_loss=0.2991, pruned_loss=0.07041, over 2471021.95 frames. utt_duration=656.2 frames, utt_pad_proportion=0.05322, over 15097.81 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3075, pruned_loss=0.07816, over 2467865.37 frames. utt_duration=1264 frames, utt_pad_proportion=0.05131, over 7821.14 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.2995, pruned_loss=0.07015, over 2471643.05 frames. utt_duration=611.3 frames, utt_pad_proportion=0.05555, over 16213.40 utterances.], batch size: 51, lr: 4.62e-04
2022-08-24 12:21:17,599 INFO [train.py:927] (6/8) Epoch 7, batch 22500, giga_loss[loss=0.2293, simple_loss=0.2949, pruned_loss=0.08184, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02929, over 45.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2969, pruned_loss=0.06899, over 2471652.51 frames. utt_duration=662.8 frames, utt_pad_proportion=0.04946, over 14951.09 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3076, pruned_loss=0.07816, over 2467998.19 frames. utt_duration=1264 frames, utt_pad_proportion=0.05045, over 7820.39 utterances.], giga_tot_loss[loss=0.217, simple_loss=0.2969, pruned_loss=0.06858, over 2472125.90 frames. utt_duration=618.2 frames, utt_pad_proportion=0.05196, over 16034.77 utterances.], batch size: 45, lr: 4.62e-04
2022-08-24 12:22:59,696 INFO [train.py:927] (6/8) Epoch 7, batch 22550, giga_loss[loss=0.2053, simple_loss=0.2996, pruned_loss=0.05553, over 12412.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.043, over 146.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2967, pruned_loss=0.06823, over 2472251.02 frames. utt_duration=662.4 frames, utt_pad_proportion=0.04667, over 14962.41 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3076, pruned_loss=0.07827, over 2468045.36 frames. utt_duration=1264 frames, utt_pad_proportion=0.04994, over 7817.92 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.2964, pruned_loss=0.06758, over 2472684.39 frames. utt_duration=619.8 frames, utt_pad_proportion=0.04904, over 15996.31 utterances.], batch size: 146, lr: 4.62e-04
2022-08-24 12:24:42,119 INFO [train.py:927] (6/8) Epoch 7, batch 22600, giga_loss[loss=0.2006, simple_loss=0.2935, pruned_loss=0.05381, over 12446.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.0377, over 123.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2988, pruned_loss=0.06883, over 2473164.28 frames. utt_duration=610.9 frames, utt_pad_proportion=0.05509, over 16233.00 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3075, pruned_loss=0.0783, over 2468063.29 frames. utt_duration=1267 frames, utt_pad_proportion=0.04967, over 7803.80 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2985, pruned_loss=0.06813, over 2473541.81 frames. utt_duration=577.8 frames, utt_pad_proportion=0.05653, over 17166.89 utterances.], batch size: 123, lr: 4.62e-04
2022-08-24 12:26:23,194 INFO [train.py:927] (6/8) Epoch 7, batch 22650, giga_loss[loss=0.2382, simple_loss=0.3161, pruned_loss=0.08017, over 12384.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06415, over 183.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.2988, pruned_loss=0.06874, over 2473798.59 frames. utt_duration=574.5 frames, utt_pad_proportion=0.06183, over 17268.90 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3078, pruned_loss=0.07878, over 2468047.31 frames. utt_duration=1265 frames, utt_pad_proportion=0.04922, over 7811.56 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2981, pruned_loss=0.06748, over 2474286.36 frames. utt_duration=543.4 frames, utt_pad_proportion=0.06292, over 18263.10 utterances.], batch size: 183, lr: 4.62e-04
2022-08-24 12:28:07,727 INFO [train.py:927] (6/8) Epoch 7, batch 22700, giga_loss[loss=0.2628, simple_loss=0.3407, pruned_loss=0.09246, over 12423.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03663, over 37.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.2998, pruned_loss=0.06979, over 2474356.58 frames. utt_duration=574.1 frames, utt_pad_proportion=0.05964, over 17284.86 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3081, pruned_loss=0.07923, over 2468417.40 frames. utt_duration=1263 frames, utt_pad_proportion=0.04905, over 7824.00 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2987, pruned_loss=0.06811, over 2474556.31 frames. utt_duration=541.4 frames, utt_pad_proportion=0.06082, over 18332.54 utterances.], batch size: 37, lr: 4.62e-04
2022-08-24 12:29:49,884 INFO [train.py:927] (6/8) Epoch 7, batch 22750, giga_loss[loss=0.2202, simple_loss=0.3123, pruned_loss=0.06406, over 12439.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.03694, over 133.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3006, pruned_loss=0.06989, over 2473243.36 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05974, over 17532.25 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3077, pruned_loss=0.07905, over 2468456.79 frames. utt_duration=1267 frames, utt_pad_proportion=0.04856, over 7803.75 utterances.], giga_tot_loss[loss=0.2185, simple_loss=0.2999, pruned_loss=0.06854, over 2473461.27 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06089, over 18549.72 utterances.], batch size: 133, lr: 4.62e-04
2022-08-24 12:31:31,230 INFO [train.py:927] (6/8) Epoch 7, batch 22800, giga_loss[loss=0.2284, simple_loss=0.3025, pruned_loss=0.07717, over 12450.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04474, over 34.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.3037, pruned_loss=0.07057, over 2473705.96 frames. utt_duration=580 frames, utt_pad_proportion=0.05896, over 17103.28 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3092, pruned_loss=0.07923, over 2468646.56 frames. utt_duration=1265 frames, utt_pad_proportion=0.04805, over 7818.33 utterances.], giga_tot_loss[loss=0.2199, simple_loss=0.3017, pruned_loss=0.06909, over 2473841.26 frames. utt_duration=546.4 frames, utt_pad_proportion=0.06026, over 18159.88 utterances.], batch size: 34, lr: 4.62e-04
2022-08-24 12:33:14,951 INFO [train.py:927] (6/8) Epoch 7, batch 22850, giga_loss[loss=0.2234, simple_loss=0.3019, pruned_loss=0.07246, over 12448.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03569, over 86.00 utterances.], tot_loss[loss=0.2226, simple_loss=0.3043, pruned_loss=0.07046, over 2473202.16 frames. utt_duration=592.2 frames, utt_pad_proportion=0.05725, over 16747.38 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3095, pruned_loss=0.07946, over 2468596.09 frames. utt_duration=1251 frames, utt_pad_proportion=0.05185, over 7900.69 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3024, pruned_loss=0.06894, over 2473444.73 frames. utt_duration=561.2 frames, utt_pad_proportion=0.05717, over 17678.51 utterances.], batch size: 86, lr: 4.62e-04
2022-08-24 12:34:57,100 INFO [train.py:927] (6/8) Epoch 7, batch 22900, giga_loss[loss=0.172, simple_loss=0.2611, pruned_loss=0.04149, over 12376.00 frames. utt_duration=800 frames, utt_pad_proportion=0.0315, over 62.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3029, pruned_loss=0.07, over 2473177.36 frames. utt_duration=604.2 frames, utt_pad_proportion=0.05923, over 16415.11 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3092, pruned_loss=0.07945, over 2468723.75 frames. utt_duration=1256 frames, utt_pad_proportion=0.05067, over 7872.85 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3014, pruned_loss=0.06851, over 2473386.76 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05965, over 17466.80 utterances.], batch size: 62, lr: 4.62e-04
2022-08-24 12:36:37,879 INFO [train.py:927] (6/8) Epoch 7, batch 22950, giga_loss[loss=0.1832, simple_loss=0.2699, pruned_loss=0.04826, over 12334.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02855, over 66.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3, pruned_loss=0.06903, over 2473507.25 frames. utt_duration=608 frames, utt_pad_proportion=0.05901, over 16314.14 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3092, pruned_loss=0.07944, over 2468833.13 frames. utt_duration=1256 frames, utt_pad_proportion=0.05048, over 7873.48 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2988, pruned_loss=0.06784, over 2473599.85 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05944, over 17171.72 utterances.], batch size: 66, lr: 4.62e-04
2022-08-24 12:38:20,873 INFO [train.py:927] (6/8) Epoch 7, batch 23000, libri_loss[loss=0.2495, simple_loss=0.3242, pruned_loss=0.08739, over 12360.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01538, over 41.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2995, pruned_loss=0.06826, over 2472837.13 frames. utt_duration=611.6 frames, utt_pad_proportion=0.06057, over 16212.22 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3089, pruned_loss=0.0793, over 2469132.32 frames. utt_duration=1246 frames, utt_pad_proportion=0.05469, over 7934.74 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2985, pruned_loss=0.06706, over 2472779.92 frames. utt_duration=579.7 frames, utt_pad_proportion=0.05918, over 17107.77 utterances.], batch size: 41, lr: 4.61e-04
2022-08-24 12:40:03,199 INFO [train.py:927] (6/8) Epoch 7, batch 23050, giga_loss[loss=0.2056, simple_loss=0.2775, pruned_loss=0.06686, over 12396.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.04073, over 40.00 utterances.], tot_loss[loss=0.2199, simple_loss=0.3013, pruned_loss=0.06923, over 2472982.48 frames. utt_duration=577.9 frames, utt_pad_proportion=0.06088, over 17160.70 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.309, pruned_loss=0.07943, over 2469366.32 frames. utt_duration=1249 frames, utt_pad_proportion=0.05349, over 7917.03 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3002, pruned_loss=0.06784, over 2472813.94 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06034, over 18128.83 utterances.], batch size: 40, lr: 4.61e-04
2022-08-24 12:41:43,447 INFO [train.py:927] (6/8) Epoch 7, batch 23100, giga_loss[loss=0.2213, simple_loss=0.2933, pruned_loss=0.07467, over 12289.00 frames. utt_duration=1172 frames, utt_pad_proportion=0.02551, over 42.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3001, pruned_loss=0.06942, over 2473740.83 frames. utt_duration=574.4 frames, utt_pad_proportion=0.06446, over 17272.80 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3094, pruned_loss=0.07966, over 2469715.33 frames. utt_duration=1230 frames, utt_pad_proportion=0.05867, over 8039.55 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.2985, pruned_loss=0.06786, over 2473384.61 frames. utt_duration=546.9 frames, utt_pad_proportion=0.06174, over 18141.22 utterances.], batch size: 42, lr: 4.61e-04
2022-08-24 12:43:20,719 INFO [train.py:927] (6/8) Epoch 7, batch 23150, giga_loss[loss=0.2104, simple_loss=0.2843, pruned_loss=0.06823, over 12279.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02947, over 45.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.2996, pruned_loss=0.07035, over 2474622.84 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06243, over 17683.52 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.31, pruned_loss=0.07993, over 2470108.27 frames. utt_duration=1218 frames, utt_pad_proportion=0.06233, over 8123.02 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2976, pruned_loss=0.06854, over 2474127.66 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05914, over 18594.52 utterances.], batch size: 45, lr: 4.61e-04
2022-08-24 12:45:04,784 INFO [train.py:927] (6/8) Epoch 7, batch 23200, giga_loss[loss=0.2109, simple_loss=0.2946, pruned_loss=0.06365, over 12450.00 frames. utt_duration=509.9 frames, utt_pad_proportion=0.03432, over 98.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.2974, pruned_loss=0.06895, over 2474714.47 frames. utt_duration=549.2 frames, utt_pad_proportion=0.05833, over 18074.12 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.31, pruned_loss=0.07993, over 2470108.27 frames. utt_duration=1218 frames, utt_pad_proportion=0.06233, over 8123.02 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2958, pruned_loss=0.06754, over 2474329.07 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05595, over 18783.16 utterances.], batch size: 98, lr: 4.61e-04
2022-08-24 12:46:46,033 INFO [train.py:927] (6/8) Epoch 7, batch 23250, giga_loss[loss=0.1914, simple_loss=0.2733, pruned_loss=0.05472, over 12254.00 frames. utt_duration=909.4 frames, utt_pad_proportion=0.02843, over 54.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2936, pruned_loss=0.0673, over 2474261.23 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05713, over 17814.45 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3099, pruned_loss=0.07983, over 2469704.05 frames. utt_duration=1219 frames, utt_pad_proportion=0.06188, over 8113.77 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2919, pruned_loss=0.06585, over 2474483.70 frames. utt_duration=530.3 frames, utt_pad_proportion=0.05535, over 18718.32 utterances.], batch size: 54, lr: 4.61e-04
2022-08-24 12:48:24,536 INFO [train.py:927] (6/8) Epoch 7, batch 23300, giga_loss[loss=0.1791, simple_loss=0.2546, pruned_loss=0.05183, over 12376.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.03154, over 51.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2933, pruned_loss=0.06673, over 2474510.45 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05482, over 17815.60 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.31, pruned_loss=0.07973, over 2469892.97 frames. utt_duration=1224 frames, utt_pad_proportion=0.06098, over 8084.73 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2916, pruned_loss=0.06546, over 2474598.91 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05383, over 18732.88 utterances.], batch size: 51, lr: 4.61e-04
2022-08-24 12:50:05,553 INFO [train.py:927] (6/8) Epoch 7, batch 23350, giga_loss[loss=0.2068, simple_loss=0.2997, pruned_loss=0.05695, over 12423.00 frames. utt_duration=711.2 frames, utt_pad_proportion=0.02436, over 70.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2951, pruned_loss=0.06727, over 2474143.40 frames. utt_duration=582.4 frames, utt_pad_proportion=0.0521, over 17036.96 utterances.], libri_tot_loss[loss=0.2351, simple_loss=0.3103, pruned_loss=0.07995, over 2469747.06 frames. utt_duration=1220 frames, utt_pad_proportion=0.06089, over 8109.97 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2931, pruned_loss=0.06576, over 2474461.26 frames. utt_duration=552.5 frames, utt_pad_proportion=0.05136, over 17962.14 utterances.], batch size: 70, lr: 4.61e-04
2022-08-24 12:51:46,922 INFO [train.py:927] (6/8) Epoch 7, batch 23400, giga_loss[loss=0.2239, simple_loss=0.3113, pruned_loss=0.06822, over 12400.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05062, over 161.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.2975, pruned_loss=0.06806, over 2473619.36 frames. utt_duration=558.4 frames, utt_pad_proportion=0.05913, over 17767.33 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3103, pruned_loss=0.07983, over 2469551.13 frames. utt_duration=1219 frames, utt_pad_proportion=0.06072, over 8110.92 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2958, pruned_loss=0.06686, over 2474076.59 frames. utt_duration=534.3 frames, utt_pad_proportion=0.0583, over 18572.20 utterances.], batch size: 161, lr: 4.61e-04
2022-08-24 12:53:33,058 INFO [train.py:927] (6/8) Epoch 7, batch 23450, giga_loss[loss=0.2572, simple_loss=0.3259, pruned_loss=0.09421, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02746, over 48.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3043, pruned_loss=0.07366, over 2473402.85 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06356, over 18536.11 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3105, pruned_loss=0.08002, over 2469625.91 frames. utt_duration=1210 frames, utt_pad_proportion=0.06395, over 8174.38 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3026, pruned_loss=0.07237, over 2473772.77 frames. utt_duration=514.6 frames, utt_pad_proportion=0.0615, over 19282.92 utterances.], batch size: 48, lr: 4.61e-04
2022-08-24 12:55:16,934 INFO [train.py:927] (6/8) Epoch 7, batch 23500, giga_loss[loss=0.2623, simple_loss=0.3407, pruned_loss=0.09194, over 12451.00 frames. utt_duration=907.2 frames, utt_pad_proportion=0.03077, over 55.00 utterances.], tot_loss[loss=0.2332, simple_loss=0.3108, pruned_loss=0.07776, over 2473792.07 frames. utt_duration=524.9 frames, utt_pad_proportion=0.06428, over 18903.81 utterances.], libri_tot_loss[loss=0.2353, simple_loss=0.3104, pruned_loss=0.0801, over 2469513.78 frames. utt_duration=1211 frames, utt_pad_proportion=0.06373, over 8164.50 utterances.], giga_tot_loss[loss=0.2314, simple_loss=0.3095, pruned_loss=0.07667, over 2474186.04 frames. utt_duration=508 frames, utt_pad_proportion=0.06276, over 19538.66 utterances.], batch size: 55, lr: 4.61e-04
2022-08-24 12:57:01,859 INFO [train.py:927] (6/8) Epoch 7, batch 23550, giga_loss[loss=0.232, simple_loss=0.3201, pruned_loss=0.07197, over 12338.00 frames. utt_duration=706.4 frames, utt_pad_proportion=0.03098, over 70.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3204, pruned_loss=0.08516, over 2473560.37 frames. utt_duration=492.9 frames, utt_pad_proportion=0.07085, over 20133.77 utterances.], libri_tot_loss[loss=0.2355, simple_loss=0.3108, pruned_loss=0.08011, over 2469463.33 frames. utt_duration=1214 frames, utt_pad_proportion=0.06291, over 8144.57 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3191, pruned_loss=0.08434, over 2474047.04 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06988, over 20926.35 utterances.], batch size: 70, lr: 4.61e-04
2022-08-24 12:58:47,588 INFO [train.py:927] (6/8) Epoch 7, batch 23600, giga_loss[loss=0.2124, simple_loss=0.2941, pruned_loss=0.06534, over 12351.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.0301, over 70.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3259, pruned_loss=0.09028, over 2473738.45 frames. utt_duration=470.5 frames, utt_pad_proportion=0.07698, over 21098.28 utterances.], libri_tot_loss[loss=0.2354, simple_loss=0.3106, pruned_loss=0.08008, over 2469401.07 frames. utt_duration=1207 frames, utt_pad_proportion=0.06671, over 8192.62 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.3254, pruned_loss=0.08981, over 2474272.87 frames. utt_duration=452.1 frames, utt_pad_proportion=0.075, over 21963.91 utterances.], batch size: 70, lr: 4.61e-04
2022-08-24 13:00:34,269 INFO [train.py:927] (6/8) Epoch 7, batch 23650, libri_loss[loss=0.2456, simple_loss=0.3177, pruned_loss=0.08676, over 12365.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01458, over 41.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.328, pruned_loss=0.09313, over 2473930.88 frames. utt_duration=462 frames, utt_pad_proportion=0.07982, over 21488.30 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3102, pruned_loss=0.07993, over 2469829.28 frames. utt_duration=1208 frames, utt_pad_proportion=0.06609, over 8186.14 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3285, pruned_loss=0.09327, over 2474078.82 frames. utt_duration=439.8 frames, utt_pad_proportion=0.07855, over 22579.05 utterances.], batch size: 41, lr: 4.61e-04
2022-08-24 13:02:20,721 INFO [train.py:927] (6/8) Epoch 7, batch 23700, giga_loss[loss=0.2492, simple_loss=0.321, pruned_loss=0.08873, over 12465.00 frames. utt_duration=1610 frames, utt_pad_proportion=0.04192, over 31.00 utterances.], tot_loss[loss=0.2634, simple_loss=0.3329, pruned_loss=0.097, over 2474367.16 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07867, over 21898.86 utterances.], libri_tot_loss[loss=0.2347, simple_loss=0.3099, pruned_loss=0.07974, over 2469550.96 frames. utt_duration=1212 frames, utt_pad_proportion=0.0654, over 8162.47 utterances.], giga_tot_loss[loss=0.2644, simple_loss=0.3338, pruned_loss=0.09749, over 2474798.05 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07803, over 22966.79 utterances.], batch size: 31, lr: 4.61e-04
2022-08-24 13:04:04,743 INFO [train.py:927] (6/8) Epoch 7, batch 23750, giga_loss[loss=0.2645, simple_loss=0.3328, pruned_loss=0.09815, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02736, over 91.00 utterances.], tot_loss[loss=0.2652, simple_loss=0.3337, pruned_loss=0.09842, over 2475306.13 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07725, over 21653.46 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3097, pruned_loss=0.07966, over 2469520.19 frames. utt_duration=1214 frames, utt_pad_proportion=0.06465, over 8146.12 utterances.], giga_tot_loss[loss=0.2665, simple_loss=0.3348, pruned_loss=0.09912, over 2475719.21 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07709, over 22692.99 utterances.], batch size: 91, lr: 4.61e-04
2022-08-24 13:05:50,591 INFO [train.py:927] (6/8) Epoch 7, batch 23800, giga_loss[loss=0.2572, simple_loss=0.3311, pruned_loss=0.0917, over 12472.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03436, over 40.00 utterances.], tot_loss[loss=0.2653, simple_loss=0.3344, pruned_loss=0.09805, over 2475532.66 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07925, over 22397.28 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3095, pruned_loss=0.07949, over 2469431.75 frames. utt_duration=1217 frames, utt_pad_proportion=0.06424, over 8123.71 utterances.], giga_tot_loss[loss=0.2668, simple_loss=0.3357, pruned_loss=0.0989, over 2475987.34 frames. utt_duration=425.6 frames, utt_pad_proportion=0.07919, over 23351.08 utterances.], batch size: 40, lr: 4.60e-04
2022-08-24 13:07:32,238 INFO [train.py:927] (6/8) Epoch 7, batch 23850, giga_loss[loss=0.3548, simple_loss=0.3951, pruned_loss=0.1572, over 12382.00 frames. utt_duration=192 frames, utt_pad_proportion=0.1113, over 260.00 utterances.], tot_loss[loss=0.2667, simple_loss=0.3354, pruned_loss=0.09905, over 2475698.12 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08463, over 22900.91 utterances.], libri_tot_loss[loss=0.235, simple_loss=0.3098, pruned_loss=0.08005, over 2469603.31 frames. utt_duration=1213 frames, utt_pad_proportion=0.06618, over 8155.44 utterances.], giga_tot_loss[loss=0.2689, simple_loss=0.3375, pruned_loss=0.1002, over 2476264.50 frames. utt_duration=407.6 frames, utt_pad_proportion=0.08395, over 24389.54 utterances.], batch size: 260, lr: 4.60e-04
2022-08-24 13:09:26,562 INFO [train.py:927] (6/8) Epoch 7, batch 23900, libri_loss[loss=0.2109, simple_loss=0.2942, pruned_loss=0.06384, over 12445.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03525, over 46.00 utterances.], tot_loss[loss=0.2651, simple_loss=0.3348, pruned_loss=0.09772, over 2476171.42 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08526, over 23281.36 utterances.], libri_tot_loss[loss=0.2348, simple_loss=0.3098, pruned_loss=0.07992, over 2469818.68 frames. utt_duration=1213 frames, utt_pad_proportion=0.06534, over 8152.49 utterances.], giga_tot_loss[loss=0.2676, simple_loss=0.337, pruned_loss=0.09911, over 2476533.36 frames. utt_duration=401.4 frames, utt_pad_proportion=0.0851, over 24771.38 utterances.], batch size: 46, lr: 4.60e-04
2022-08-24 13:11:10,987 INFO [train.py:927] (6/8) Epoch 7, batch 23950, giga_loss[loss=0.249, simple_loss=0.3131, pruned_loss=0.09239, over 12129.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04249, over 33.00 utterances.], tot_loss[loss=0.2602, simple_loss=0.3314, pruned_loss=0.0945, over 2474877.83 frames. utt_duration=439.2 frames, utt_pad_proportion=0.08026, over 22614.64 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3094, pruned_loss=0.07972, over 2469632.94 frames. utt_duration=1219 frames, utt_pad_proportion=0.06416, over 8114.13 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.334, pruned_loss=0.09613, over 2475448.51 frames. utt_duration=411.1 frames, utt_pad_proportion=0.08086, over 24170.43 utterances.], batch size: 33, lr: 4.60e-04
2022-08-24 13:12:55,488 INFO [train.py:927] (6/8) Epoch 7, batch 24000, giga_loss[loss=0.2564, simple_loss=0.3345, pruned_loss=0.08912, over 12322.00 frames. utt_duration=796.4 frames, utt_pad_proportion=0.03589, over 62.00 utterances.], tot_loss[loss=0.2572, simple_loss=0.3294, pruned_loss=0.09248, over 2474673.56 frames. utt_duration=455.7 frames, utt_pad_proportion=0.0774, over 21789.75 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3094, pruned_loss=0.07966, over 2469906.98 frames. utt_duration=1219 frames, utt_pad_proportion=0.06376, over 8116.35 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3318, pruned_loss=0.09401, over 2474950.10 frames. utt_duration=428 frames, utt_pad_proportion=0.07826, over 23206.62 utterances.], batch size: 62, lr: 4.60e-04
2022-08-24 13:12:55,490 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 13:13:10,167 INFO [train.py:967] (6/8) Epoch 7, validation: loss=0.1999, simple_loss=0.3265, pruned_loss=0.03663, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 13:15:02,311 INFO [train.py:927] (6/8) Epoch 7, batch 24050, giga_loss[loss=0.232, simple_loss=0.3111, pruned_loss=0.07647, over 12353.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03067, over 85.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3285, pruned_loss=0.09189, over 2474723.24 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0821, over 22487.72 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3095, pruned_loss=0.07952, over 2469881.80 frames. utt_duration=1214 frames, utt_pad_proportion=0.06419, over 8146.36 utterances.], giga_tot_loss[loss=0.2589, simple_loss=0.3307, pruned_loss=0.09352, over 2475057.60 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08251, over 23901.93 utterances.], batch size: 85, lr: 4.60e-04
2022-08-24 13:16:52,041 INFO [train.py:927] (6/8) Epoch 7, batch 24100, giga_loss[loss=0.2546, simple_loss=0.3399, pruned_loss=0.08467, over 12339.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02977, over 66.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.329, pruned_loss=0.09018, over 2475283.95 frames. utt_duration=434.3 frames, utt_pad_proportion=0.08226, over 22874.39 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3091, pruned_loss=0.07932, over 2469677.60 frames. utt_duration=1218 frames, utt_pad_proportion=0.06366, over 8118.27 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3313, pruned_loss=0.09177, over 2475774.65 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08276, over 24186.24 utterances.], batch size: 66, lr: 4.60e-04
2022-08-24 13:18:38,264 INFO [train.py:927] (6/8) Epoch 7, batch 24150, giga_loss[loss=0.2705, simple_loss=0.3423, pruned_loss=0.09934, over 12368.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.0756, over 212.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3275, pruned_loss=0.08862, over 2474796.14 frames. utt_duration=471.2 frames, utt_pad_proportion=0.07613, over 21073.08 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3087, pruned_loss=0.07916, over 2470015.04 frames. utt_duration=1225 frames, utt_pad_proportion=0.06266, over 8075.66 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3301, pruned_loss=0.09028, over 2475028.44 frames. utt_duration=442.1 frames, utt_pad_proportion=0.07732, over 22464.98 utterances.], batch size: 212, lr: 4.60e-04
2022-08-24 13:20:22,424 INFO [train.py:927] (6/8) Epoch 7, batch 24200, giga_loss[loss=0.3057, simple_loss=0.3585, pruned_loss=0.1264, over 12402.00 frames. utt_duration=309.4 frames, utt_pad_proportion=0.04799, over 161.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3264, pruned_loss=0.08846, over 2474655.24 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07437, over 21143.82 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3089, pruned_loss=0.07925, over 2469961.42 frames. utt_duration=1214 frames, utt_pad_proportion=0.06569, over 8148.16 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3289, pruned_loss=0.08996, over 2475004.42 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07446, over 22531.02 utterances.], batch size: 161, lr: 4.60e-04
2022-08-24 13:22:08,154 INFO [train.py:927] (6/8) Epoch 7, batch 24250, giga_loss[loss=0.2357, simple_loss=0.3196, pruned_loss=0.07586, over 12409.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.02536, over 66.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3245, pruned_loss=0.08779, over 2473756.19 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07971, over 21262.94 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3088, pruned_loss=0.07909, over 2469799.09 frames. utt_duration=1220 frames, utt_pad_proportion=0.06434, over 8105.34 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.327, pruned_loss=0.08937, over 2474296.52 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07993, over 22760.34 utterances.], batch size: 66, lr: 4.60e-04
2022-08-24 13:23:57,027 INFO [train.py:927] (6/8) Epoch 7, batch 24300, giga_loss[loss=0.1906, simple_loss=0.269, pruned_loss=0.05609, over 12461.00 frames. utt_duration=1919 frames, utt_pad_proportion=0.04015, over 26.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3239, pruned_loss=0.08559, over 2473484.39 frames. utt_duration=498.4 frames, utt_pad_proportion=0.07222, over 19908.67 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.309, pruned_loss=0.07909, over 2469648.47 frames. utt_duration=1224 frames, utt_pad_proportion=0.06373, over 8083.80 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3259, pruned_loss=0.08694, over 2474116.21 frames. utt_duration=466.6 frames, utt_pad_proportion=0.07311, over 21277.39 utterances.], batch size: 26, lr: 4.60e-04
2022-08-24 13:25:43,832 INFO [train.py:927] (6/8) Epoch 7, batch 24350, giga_loss[loss=0.2152, simple_loss=0.2941, pruned_loss=0.06821, over 12437.00 frames. utt_duration=1465 frames, utt_pad_proportion=0.04771, over 34.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3224, pruned_loss=0.0849, over 2474209.49 frames. utt_duration=505.3 frames, utt_pad_proportion=0.0722, over 19640.71 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.309, pruned_loss=0.07881, over 2469939.54 frames. utt_duration=1228 frames, utt_pad_proportion=0.06158, over 8057.14 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3247, pruned_loss=0.08653, over 2474645.62 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07373, over 21292.67 utterances.], batch size: 34, lr: 4.60e-04
2022-08-24 13:27:27,813 INFO [train.py:927] (6/8) Epoch 7, batch 24400, giga_loss[loss=0.2834, simple_loss=0.3351, pruned_loss=0.1158, over 12409.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03991, over 37.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3207, pruned_loss=0.08476, over 2474409.66 frames. utt_duration=520.6 frames, utt_pad_proportion=0.07077, over 19065.15 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3088, pruned_loss=0.07889, over 2470018.24 frames. utt_duration=1218 frames, utt_pad_proportion=0.06489, over 8119.55 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3231, pruned_loss=0.08614, over 2474822.18 frames. utt_duration=481.2 frames, utt_pad_proportion=0.07098, over 20633.09 utterances.], batch size: 37, lr: 4.60e-04
2022-08-24 13:29:14,794 INFO [train.py:927] (6/8) Epoch 7, batch 24450, giga_loss[loss=0.218, simple_loss=0.296, pruned_loss=0.06996, over 12422.00 frames. utt_duration=858.1 frames, utt_pad_proportion=0.02715, over 58.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.319, pruned_loss=0.0842, over 2474517.29 frames. utt_duration=533.9 frames, utt_pad_proportion=0.06626, over 18590.33 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3089, pruned_loss=0.07888, over 2470090.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.06404, over 8091.30 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.321, pruned_loss=0.08541, over 2474864.34 frames. utt_duration=495 frames, utt_pad_proportion=0.06706, over 20057.30 utterances.], batch size: 58, lr: 4.60e-04
2022-08-24 13:31:01,715 INFO [train.py:927] (6/8) Epoch 7, batch 24500, giga_loss[loss=0.2312, simple_loss=0.3028, pruned_loss=0.07978, over 12365.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3183, pruned_loss=0.08473, over 2474441.42 frames. utt_duration=525.8 frames, utt_pad_proportion=0.07287, over 18876.44 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3094, pruned_loss=0.07932, over 2470160.91 frames. utt_duration=1200 frames, utt_pad_proportion=0.07097, over 8241.60 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3197, pruned_loss=0.0855, over 2474803.17 frames. utt_duration=489.9 frames, utt_pad_proportion=0.07054, over 20267.43 utterances.], batch size: 58, lr: 4.60e-04
2022-08-24 13:32:44,129 INFO [train.py:927] (6/8) Epoch 7, batch 24550, giga_loss[loss=0.2243, simple_loss=0.3111, pruned_loss=0.06871, over 12325.00 frames. utt_duration=968.1 frames, utt_pad_proportion=0.03576, over 51.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3181, pruned_loss=0.08353, over 2474359.48 frames. utt_duration=542.3 frames, utt_pad_proportion=0.07014, over 18299.63 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3088, pruned_loss=0.07891, over 2470242.99 frames. utt_duration=1206 frames, utt_pad_proportion=0.06998, over 8205.02 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.32, pruned_loss=0.08458, over 2474650.42 frames. utt_duration=506 frames, utt_pad_proportion=0.06877, over 19618.44 utterances.], batch size: 51, lr: 4.60e-04
2022-08-24 13:34:29,589 INFO [train.py:927] (6/8) Epoch 7, batch 24600, giga_loss[loss=0.2433, simple_loss=0.3188, pruned_loss=0.08391, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03551, over 113.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3186, pruned_loss=0.08326, over 2474119.64 frames. utt_duration=530.7 frames, utt_pad_proportion=0.07094, over 18698.07 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3088, pruned_loss=0.07881, over 2470084.63 frames. utt_duration=1207 frames, utt_pad_proportion=0.0695, over 8192.97 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3202, pruned_loss=0.08422, over 2474534.73 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07001, over 19836.17 utterances.], batch size: 113, lr: 4.59e-04
2022-08-24 13:36:14,485 INFO [train.py:927] (6/8) Epoch 7, batch 24650, giga_loss[loss=0.2239, simple_loss=0.2998, pruned_loss=0.07397, over 12344.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02984, over 48.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3194, pruned_loss=0.0842, over 2473740.71 frames. utt_duration=538.8 frames, utt_pad_proportion=0.06836, over 18414.79 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3085, pruned_loss=0.0784, over 2469773.66 frames. utt_duration=1213 frames, utt_pad_proportion=0.06801, over 8151.87 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.3213, pruned_loss=0.0855, over 2474479.23 frames. utt_duration=503.8 frames, utt_pad_proportion=0.06835, over 19704.75 utterances.], batch size: 48, lr: 4.59e-04
2022-08-24 13:37:58,975 INFO [train.py:927] (6/8) Epoch 7, batch 24700, giga_loss[loss=0.2282, simple_loss=0.3081, pruned_loss=0.07419, over 12336.00 frames. utt_duration=1453 frames, utt_pad_proportion=0.05298, over 34.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3205, pruned_loss=0.08619, over 2474012.08 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06897, over 18887.00 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3085, pruned_loss=0.07839, over 2469981.32 frames. utt_duration=1202 frames, utt_pad_proportion=0.07201, over 8230.39 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3222, pruned_loss=0.08739, over 2474524.07 frames. utt_duration=494.4 frames, utt_pad_proportion=0.06746, over 20077.92 utterances.], batch size: 34, lr: 4.59e-04
2022-08-24 13:39:43,534 INFO [train.py:927] (6/8) Epoch 7, batch 24750, giga_loss[loss=0.2349, simple_loss=0.3012, pruned_loss=0.08432, over 12195.00 frames. utt_duration=1163 frames, utt_pad_proportion=0.02926, over 42.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3214, pruned_loss=0.08739, over 2473990.07 frames. utt_duration=505.8 frames, utt_pad_proportion=0.06905, over 19621.51 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3086, pruned_loss=0.07855, over 2469949.37 frames. utt_duration=1203 frames, utt_pad_proportion=0.07149, over 8226.07 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3228, pruned_loss=0.08827, over 2474460.55 frames. utt_duration=480.5 frames, utt_pad_proportion=0.06807, over 20661.72 utterances.], batch size: 42, lr: 4.59e-04
2022-08-24 13:41:27,884 INFO [train.py:927] (6/8) Epoch 7, batch 24800, giga_loss[loss=0.2836, simple_loss=0.3395, pruned_loss=0.1139, over 12395.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3218, pruned_loss=0.08663, over 2474388.54 frames. utt_duration=493 frames, utt_pad_proportion=0.07189, over 20137.56 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3083, pruned_loss=0.07843, over 2469860.72 frames. utt_duration=1207 frames, utt_pad_proportion=0.07075, over 8196.85 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3232, pruned_loss=0.08754, over 2474889.51 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07125, over 21134.08 utterances.], batch size: 260, lr: 4.59e-04
2022-08-24 13:43:16,281 INFO [train.py:927] (6/8) Epoch 7, batch 24850, giga_loss[loss=0.2072, simple_loss=0.2886, pruned_loss=0.06289, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03598, over 43.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.321, pruned_loss=0.08586, over 2474355.22 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07025, over 20049.15 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3092, pruned_loss=0.07863, over 2469646.72 frames. utt_duration=1207 frames, utt_pad_proportion=0.07043, over 8197.67 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3216, pruned_loss=0.08654, over 2475027.70 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06995, over 21055.88 utterances.], batch size: 43, lr: 4.59e-04
2022-08-24 13:45:00,667 INFO [train.py:927] (6/8) Epoch 7, batch 24900, libri_loss[loss=0.1932, simple_loss=0.2684, pruned_loss=0.05903, over 12394.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008353, over 30.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3204, pruned_loss=0.08598, over 2474067.48 frames. utt_duration=495.3 frames, utt_pad_proportion=0.07181, over 20037.72 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3094, pruned_loss=0.07849, over 2469753.39 frames. utt_duration=1209 frames, utt_pad_proportion=0.06937, over 8181.79 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.321, pruned_loss=0.08679, over 2474577.72 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07189, over 21061.61 utterances.], batch size: 30, lr: 4.59e-04
2022-08-24 13:46:46,046 INFO [train.py:927] (6/8) Epoch 7, batch 24950, giga_loss[loss=0.3497, simple_loss=0.3928, pruned_loss=0.1533, over 12369.00 frames. utt_duration=195.4 frames, utt_pad_proportion=0.09533, over 255.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.323, pruned_loss=0.0863, over 2474153.02 frames. utt_duration=503.6 frames, utt_pad_proportion=0.06892, over 19709.90 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3091, pruned_loss=0.07835, over 2469325.89 frames. utt_duration=1214 frames, utt_pad_proportion=0.06756, over 8144.23 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3242, pruned_loss=0.08736, over 2475085.24 frames. utt_duration=473.2 frames, utt_pad_proportion=0.06981, over 20986.74 utterances.], batch size: 255, lr: 4.59e-04
2022-08-24 13:48:31,499 INFO [train.py:927] (6/8) Epoch 7, batch 25000, giga_loss[loss=0.2552, simple_loss=0.3312, pruned_loss=0.08958, over 12309.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02692, over 45.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3248, pruned_loss=0.0863, over 2474207.17 frames. utt_duration=478.2 frames, utt_pad_proportion=0.07665, over 20760.88 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.309, pruned_loss=0.07829, over 2469355.93 frames. utt_duration=1215 frames, utt_pad_proportion=0.06702, over 8138.81 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3259, pruned_loss=0.08724, over 2474953.03 frames. utt_duration=454.1 frames, utt_pad_proportion=0.07712, over 21870.91 utterances.], batch size: 45, lr: 4.59e-04
2022-08-24 13:50:14,597 INFO [train.py:927] (6/8) Epoch 7, batch 25050, giga_loss[loss=0.3084, simple_loss=0.3777, pruned_loss=0.1196, over 12380.00 frames. utt_duration=270.9 frames, utt_pad_proportion=0.06905, over 184.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3258, pruned_loss=0.08738, over 2474065.42 frames. utt_duration=474.3 frames, utt_pad_proportion=0.07837, over 20928.95 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3084, pruned_loss=0.07793, over 2469072.00 frames. utt_duration=1222 frames, utt_pad_proportion=0.06501, over 8089.23 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3278, pruned_loss=0.08877, over 2475070.47 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07939, over 22312.76 utterances.], batch size: 184, lr: 4.59e-04
2022-08-24 13:52:00,528 INFO [train.py:927] (6/8) Epoch 7, batch 25100, giga_loss[loss=0.2907, simple_loss=0.3589, pruned_loss=0.1113, over 12371.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06076, over 182.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.3272, pruned_loss=0.08966, over 2473881.20 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07696, over 20934.82 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3091, pruned_loss=0.07849, over 2468947.88 frames. utt_duration=1224 frames, utt_pad_proportion=0.06416, over 8081.21 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3287, pruned_loss=0.09063, over 2474938.02 frames. utt_duration=442 frames, utt_pad_proportion=0.0783, over 22471.69 utterances.], batch size: 182, lr: 4.59e-04
2022-08-24 13:53:45,077 INFO [train.py:927] (6/8) Epoch 7, batch 25150, giga_loss[loss=0.2609, simple_loss=0.3367, pruned_loss=0.0925, over 12449.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02967, over 80.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3256, pruned_loss=0.08924, over 2474191.62 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07212, over 20702.92 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3089, pruned_loss=0.0783, over 2468848.10 frames. utt_duration=1224 frames, utt_pad_proportion=0.06397, over 8080.47 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3273, pruned_loss=0.09038, over 2475223.19 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07366, over 22154.74 utterances.], batch size: 80, lr: 4.59e-04
2022-08-24 13:55:32,382 INFO [train.py:927] (6/8) Epoch 7, batch 25200, giga_loss[loss=0.2115, simple_loss=0.2939, pruned_loss=0.06454, over 12352.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02992, over 70.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3258, pruned_loss=0.09026, over 2474135.45 frames. utt_duration=467 frames, utt_pad_proportion=0.07219, over 21259.20 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3084, pruned_loss=0.07801, over 2468323.23 frames. utt_duration=1229 frames, utt_pad_proportion=0.06307, over 8046.09 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3279, pruned_loss=0.09163, over 2475500.66 frames. utt_duration=438.3 frames, utt_pad_proportion=0.07372, over 22670.29 utterances.], batch size: 70, lr: 4.59e-04
2022-08-24 13:57:15,446 INFO [train.py:927] (6/8) Epoch 7, batch 25250, giga_loss[loss=0.2474, simple_loss=0.3184, pruned_loss=0.08823, over 12343.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03275, over 62.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.3241, pruned_loss=0.08974, over 2473766.95 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07472, over 20911.67 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3082, pruned_loss=0.07802, over 2468133.59 frames. utt_duration=1230 frames, utt_pad_proportion=0.06233, over 8035.69 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3266, pruned_loss=0.09127, over 2475259.31 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07616, over 22516.77 utterances.], batch size: 62, lr: 4.59e-04
2022-08-24 13:59:00,100 INFO [train.py:927] (6/8) Epoch 7, batch 25300, giga_loss[loss=0.2312, simple_loss=0.3088, pruned_loss=0.07683, over 12362.00 frames. utt_duration=971.2 frames, utt_pad_proportion=0.03171, over 51.00 utterances.], tot_loss[loss=0.2509, simple_loss=0.3235, pruned_loss=0.08913, over 2474231.11 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07581, over 21457.22 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3083, pruned_loss=0.07798, over 2467931.80 frames. utt_duration=1227 frames, utt_pad_proportion=0.06256, over 8057.05 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3257, pruned_loss=0.09058, over 2475710.98 frames. utt_duration=432.7 frames, utt_pad_proportion=0.0769, over 22962.98 utterances.], batch size: 51, lr: 4.59e-04
2022-08-24 14:00:45,137 INFO [train.py:927] (6/8) Epoch 7, batch 25350, giga_loss[loss=0.2578, simple_loss=0.3177, pruned_loss=0.09896, over 12268.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02931, over 45.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3256, pruned_loss=0.09062, over 2474248.93 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07829, over 21596.11 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3093, pruned_loss=0.07814, over 2467833.25 frames. utt_duration=1232 frames, utt_pad_proportion=0.0612, over 8020.64 utterances.], giga_tot_loss[loss=0.2555, simple_loss=0.327, pruned_loss=0.09199, over 2475694.29 frames. utt_duration=428.2 frames, utt_pad_proportion=0.07953, over 23207.44 utterances.], batch size: 45, lr: 4.59e-04
2022-08-24 14:02:30,194 INFO [train.py:927] (6/8) Epoch 7, batch 25400, giga_loss[loss=0.2204, simple_loss=0.3297, pruned_loss=0.05552, over 12335.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02863, over 66.00 utterances.], tot_loss[loss=0.2528, simple_loss=0.3276, pruned_loss=0.08904, over 2473712.30 frames. utt_duration=466.1 frames, utt_pad_proportion=0.07761, over 21297.55 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.31, pruned_loss=0.07838, over 2467792.91 frames. utt_duration=1222 frames, utt_pad_proportion=0.06505, over 8089.99 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3283, pruned_loss=0.09008, over 2474973.53 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07765, over 22690.19 utterances.], batch size: 66, lr: 4.58e-04
2022-08-24 14:04:14,923 INFO [train.py:927] (6/8) Epoch 7, batch 25450, giga_loss[loss=0.2418, simple_loss=0.3206, pruned_loss=0.08148, over 12388.00 frames. utt_duration=855.8 frames, utt_pad_proportion=0.02971, over 58.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3292, pruned_loss=0.08909, over 2473305.22 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07905, over 21053.96 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3098, pruned_loss=0.07828, over 2467559.48 frames. utt_duration=1219 frames, utt_pad_proportion=0.0651, over 8107.76 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3303, pruned_loss=0.0902, over 2474631.28 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07909, over 22378.91 utterances.], batch size: 58, lr: 4.58e-04
2022-08-24 14:05:58,324 INFO [train.py:927] (6/8) Epoch 7, batch 25500, giga_loss[loss=0.2632, simple_loss=0.3371, pruned_loss=0.09465, over 12380.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04023, over 113.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3299, pruned_loss=0.09021, over 2473367.10 frames. utt_duration=482.8 frames, utt_pad_proportion=0.07837, over 20557.04 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3099, pruned_loss=0.07875, over 2467928.15 frames. utt_duration=1198 frames, utt_pad_proportion=0.0732, over 8251.42 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3312, pruned_loss=0.09105, over 2474278.04 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07595, over 21901.35 utterances.], batch size: 113, lr: 4.58e-04
2022-08-24 14:07:43,864 INFO [train.py:927] (6/8) Epoch 7, batch 25550, giga_loss[loss=0.2447, simple_loss=0.3266, pruned_loss=0.08138, over 12366.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.02793, over 91.00 utterances.], tot_loss[loss=0.2554, simple_loss=0.3297, pruned_loss=0.09056, over 2473721.27 frames. utt_duration=480 frames, utt_pad_proportion=0.07451, over 20677.78 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3102, pruned_loss=0.07884, over 2467999.17 frames. utt_duration=1200 frames, utt_pad_proportion=0.07232, over 8238.72 utterances.], giga_tot_loss[loss=0.2567, simple_loss=0.3308, pruned_loss=0.0913, over 2474451.67 frames. utt_duration=453 frames, utt_pad_proportion=0.07314, over 21920.23 utterances.], batch size: 91, lr: 4.58e-04
2022-08-24 14:09:29,531 INFO [train.py:927] (6/8) Epoch 7, batch 25600, giga_loss[loss=0.2456, simple_loss=0.3261, pruned_loss=0.08261, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03744, over 37.00 utterances.], tot_loss[loss=0.2541, simple_loss=0.3303, pruned_loss=0.08897, over 2473760.36 frames. utt_duration=477.4 frames, utt_pad_proportion=0.07429, over 20789.86 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3106, pruned_loss=0.07875, over 2468074.62 frames. utt_duration=1204 frames, utt_pad_proportion=0.07148, over 8212.15 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3311, pruned_loss=0.08984, over 2474409.55 frames. utt_duration=450.9 frames, utt_pad_proportion=0.0735, over 22024.17 utterances.], batch size: 37, lr: 4.58e-04
2022-08-24 14:11:15,219 INFO [train.py:927] (6/8) Epoch 7, batch 25650, giga_loss[loss=0.2319, simple_loss=0.3021, pruned_loss=0.08083, over 12408.00 frames. utt_duration=621.9 frames, utt_pad_proportion=0.03289, over 80.00 utterances.], tot_loss[loss=0.2535, simple_loss=0.3302, pruned_loss=0.08839, over 2473468.06 frames. utt_duration=499.2 frames, utt_pad_proportion=0.0695, over 19880.56 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3114, pruned_loss=0.07891, over 2468091.78 frames. utt_duration=1198 frames, utt_pad_proportion=0.07399, over 8252.05 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3306, pruned_loss=0.08916, over 2474095.09 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06821, over 21102.76 utterances.], batch size: 80, lr: 4.58e-04
2022-08-24 14:12:58,591 INFO [train.py:927] (6/8) Epoch 7, batch 25700, giga_loss[loss=0.3009, simple_loss=0.3549, pruned_loss=0.1234, over 12418.00 frames. utt_duration=271.6 frames, utt_pad_proportion=0.06664, over 184.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3293, pruned_loss=0.08926, over 2473830.08 frames. utt_duration=482.6 frames, utt_pad_proportion=0.06903, over 20567.94 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3106, pruned_loss=0.0785, over 2467964.09 frames. utt_duration=1203 frames, utt_pad_proportion=0.07228, over 8218.58 utterances.], giga_tot_loss[loss=0.2562, simple_loss=0.3311, pruned_loss=0.09064, over 2474671.88 frames. utt_duration=450.1 frames, utt_pad_proportion=0.06853, over 22064.10 utterances.], batch size: 184, lr: 4.58e-04
2022-08-24 14:14:48,029 INFO [train.py:927] (6/8) Epoch 7, batch 25750, giga_loss[loss=0.2197, simple_loss=0.298, pruned_loss=0.07067, over 12390.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04087, over 133.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3275, pruned_loss=0.08917, over 2474401.99 frames. utt_duration=477.6 frames, utt_pad_proportion=0.06866, over 20789.37 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3105, pruned_loss=0.07849, over 2467737.29 frames. utt_duration=1202 frames, utt_pad_proportion=0.07126, over 8219.34 utterances.], giga_tot_loss[loss=0.2552, simple_loss=0.3294, pruned_loss=0.09054, over 2475434.91 frames. utt_duration=445.8 frames, utt_pad_proportion=0.06864, over 22285.52 utterances.], batch size: 133, lr: 4.58e-04
2022-08-24 14:16:30,881 INFO [train.py:927] (6/8) Epoch 7, batch 25800, giga_loss[loss=0.271, simple_loss=0.3412, pruned_loss=0.1004, over 12386.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04605, over 31.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.326, pruned_loss=0.0893, over 2474236.01 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07223, over 21040.21 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3103, pruned_loss=0.07848, over 2467689.49 frames. utt_duration=1198 frames, utt_pad_proportion=0.0712, over 8247.74 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3279, pruned_loss=0.09057, over 2475206.23 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07205, over 22430.78 utterances.], batch size: 31, lr: 4.58e-04
2022-08-24 14:18:12,054 INFO [train.py:927] (6/8) Epoch 7, batch 25850, giga_loss[loss=0.203, simple_loss=0.2856, pruned_loss=0.06018, over 12359.00 frames. utt_duration=707.5 frames, utt_pad_proportion=0.02947, over 70.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3245, pruned_loss=0.08815, over 2474578.36 frames. utt_duration=446.8 frames, utt_pad_proportion=0.0747, over 22229.56 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3102, pruned_loss=0.07842, over 2467809.05 frames. utt_duration=1199 frames, utt_pad_proportion=0.07092, over 8241.50 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3262, pruned_loss=0.08924, over 2475264.01 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07453, over 23381.10 utterances.], batch size: 70, lr: 4.58e-04
2022-08-24 14:20:04,314 INFO [train.py:927] (6/8) Epoch 7, batch 25900, giga_loss[loss=0.3075, simple_loss=0.3555, pruned_loss=0.1298, over 12369.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1052, over 258.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3219, pruned_loss=0.08617, over 2474323.96 frames. utt_duration=459.5 frames, utt_pad_proportion=0.07278, over 21607.45 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3101, pruned_loss=0.07835, over 2467064.33 frames. utt_duration=1207 frames, utt_pad_proportion=0.06883, over 8187.72 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3239, pruned_loss=0.08742, over 2475824.14 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07347, over 23080.68 utterances.], batch size: 258, lr: 4.58e-04
2022-08-24 14:21:51,511 INFO [train.py:927] (6/8) Epoch 7, batch 25950, giga_loss[loss=0.2778, simple_loss=0.3431, pruned_loss=0.1063, over 12410.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.0503, over 161.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3185, pruned_loss=0.08477, over 2474572.08 frames. utt_duration=468.4 frames, utt_pad_proportion=0.07336, over 21198.37 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3102, pruned_loss=0.07837, over 2467090.92 frames. utt_duration=1209 frames, utt_pad_proportion=0.06776, over 8171.09 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3201, pruned_loss=0.08587, over 2475890.85 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07426, over 22618.47 utterances.], batch size: 161, lr: 4.58e-04
2022-08-24 14:23:35,548 INFO [train.py:927] (6/8) Epoch 7, batch 26000, giga_loss[loss=0.2995, simple_loss=0.3595, pruned_loss=0.1198, over 12407.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.07661, over 213.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3205, pruned_loss=0.08574, over 2474305.38 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07231, over 20846.58 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3096, pruned_loss=0.07819, over 2466756.90 frames. utt_duration=1215 frames, utt_pad_proportion=0.06699, over 8130.00 utterances.], giga_tot_loss[loss=0.2481, simple_loss=0.3224, pruned_loss=0.08688, over 2475772.24 frames. utt_duration=446.9 frames, utt_pad_proportion=0.07337, over 22231.45 utterances.], batch size: 213, lr: 4.58e-04
2022-08-24 14:25:19,240 INFO [train.py:927] (6/8) Epoch 7, batch 26050, giga_loss[loss=0.2075, simple_loss=0.2979, pruned_loss=0.05859, over 12333.00 frames. utt_duration=749.1 frames, utt_pad_proportion=0.02966, over 66.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3208, pruned_loss=0.08609, over 2473468.99 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07885, over 21407.59 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3097, pruned_loss=0.07817, over 2466532.01 frames. utt_duration=1213 frames, utt_pad_proportion=0.06683, over 8141.79 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3225, pruned_loss=0.08717, over 2475027.62 frames. utt_duration=435.7 frames, utt_pad_proportion=0.07947, over 22797.78 utterances.], batch size: 66, lr: 4.58e-04
2022-08-24 14:27:01,448 INFO [train.py:927] (6/8) Epoch 7, batch 26100, giga_loss[loss=0.2695, simple_loss=0.338, pruned_loss=0.1005, over 12458.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.02899, over 80.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3208, pruned_loss=0.0863, over 2473684.64 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07686, over 20758.01 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3095, pruned_loss=0.07798, over 2466707.69 frames. utt_duration=1215 frames, utt_pad_proportion=0.06557, over 8129.48 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3226, pruned_loss=0.08756, over 2474968.74 frames. utt_duration=446.8 frames, utt_pad_proportion=0.07801, over 22232.07 utterances.], batch size: 80, lr: 4.58e-04
2022-08-24 14:28:46,495 INFO [train.py:927] (6/8) Epoch 7, batch 26150, giga_loss[loss=0.2497, simple_loss=0.3168, pruned_loss=0.09134, over 12398.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.03779, over 43.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.3238, pruned_loss=0.0887, over 2473535.38 frames. utt_duration=461.8 frames, utt_pad_proportion=0.08036, over 21494.47 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3094, pruned_loss=0.07788, over 2466513.45 frames. utt_duration=1219 frames, utt_pad_proportion=0.0649, over 8101.69 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3255, pruned_loss=0.0899, over 2474809.15 frames. utt_duration=434.7 frames, utt_pad_proportion=0.08128, over 22851.84 utterances.], batch size: 43, lr: 4.58e-04
2022-08-24 14:30:31,900 INFO [train.py:927] (6/8) Epoch 7, batch 26200, giga_loss[loss=0.2453, simple_loss=0.3254, pruned_loss=0.08262, over 12432.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.03247, over 80.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3253, pruned_loss=0.08976, over 2474464.51 frames. utt_duration=455.5 frames, utt_pad_proportion=0.08173, over 21802.36 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3095, pruned_loss=0.07781, over 2466775.12 frames. utt_duration=1222 frames, utt_pad_proportion=0.06371, over 8083.39 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3269, pruned_loss=0.09107, over 2475409.39 frames. utt_duration=427.7 frames, utt_pad_proportion=0.08289, over 23229.86 utterances.], batch size: 80, lr: 4.57e-04
2022-08-24 14:32:19,646 INFO [train.py:927] (6/8) Epoch 7, batch 26250, giga_loss[loss=0.2662, simple_loss=0.3344, pruned_loss=0.09902, over 12393.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04661, over 34.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3237, pruned_loss=0.08767, over 2473363.22 frames. utt_duration=464.9 frames, utt_pad_proportion=0.08252, over 21345.71 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3082, pruned_loss=0.07708, over 2466595.09 frames. utt_duration=1229 frames, utt_pad_proportion=0.06272, over 8038.26 utterances.], giga_tot_loss[loss=0.253, simple_loss=0.3266, pruned_loss=0.08971, over 2474511.59 frames. utt_duration=432.6 frames, utt_pad_proportion=0.08387, over 22956.03 utterances.], batch size: 34, lr: 4.57e-04
2022-08-24 14:34:03,565 INFO [train.py:927] (6/8) Epoch 7, batch 26300, giga_loss[loss=0.2428, simple_loss=0.3174, pruned_loss=0.08411, over 12357.00 frames. utt_duration=406.6 frames, utt_pad_proportion=0.03652, over 122.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3233, pruned_loss=0.08771, over 2474306.12 frames. utt_duration=464 frames, utt_pad_proportion=0.07929, over 21395.87 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3081, pruned_loss=0.07708, over 2466811.19 frames. utt_duration=1215 frames, utt_pad_proportion=0.06669, over 8128.00 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3261, pruned_loss=0.08961, over 2475223.34 frames. utt_duration=432.8 frames, utt_pad_proportion=0.07957, over 22952.62 utterances.], batch size: 122, lr: 4.57e-04
2022-08-24 14:35:43,898 INFO [train.py:927] (6/8) Epoch 7, batch 26350, giga_loss[loss=0.2259, simple_loss=0.2972, pruned_loss=0.07727, over 12210.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.02906, over 39.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3234, pruned_loss=0.08846, over 2474527.09 frames. utt_duration=439.6 frames, utt_pad_proportion=0.08647, over 22590.46 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3095, pruned_loss=0.0782, over 2467275.95 frames. utt_duration=1165 frames, utt_pad_proportion=0.08231, over 8479.43 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3248, pruned_loss=0.08926, over 2475056.65 frames. utt_duration=415.9 frames, utt_pad_proportion=0.08168, over 23886.43 utterances.], batch size: 39, lr: 4.57e-04
2022-08-24 14:36:56,571 INFO [train.py:844] (6/8) libri reaches end of dataloader
2022-08-24 14:39:29,282 INFO [train.py:927] (6/8) Epoch 8, batch 50, giga_loss[loss=0.2127, simple_loss=0.3016, pruned_loss=0.06187, over 12430.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04167, over 146.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3222, pruned_loss=0.07438, over 548274.04 frames. utt_duration=535.2 frames, utt_pad_proportion=0.07177, over 4109.50 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3125, pruned_loss=0.07131, over 36674.79 frames. utt_duration=1447 frames, utt_pad_proportion=0.01004, over 101.51 utterances.], giga_tot_loss[loss=0.2361, simple_loss=0.3229, pruned_loss=0.07464, over 519328.06 frames. utt_duration=515.1 frames, utt_pad_proportion=0.07304, over 4044.78 utterances.], batch size: 146, lr: 4.47e-04
2022-08-24 14:41:13,905 INFO [train.py:927] (6/8) Epoch 8, batch 100, giga_loss[loss=0.176, simple_loss=0.2575, pruned_loss=0.04727, over 12357.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.0321, over 51.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3023, pruned_loss=0.06613, over 975294.01 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06496, over 7161.08 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3154, pruned_loss=0.06962, over 108768.52 frames. utt_duration=1216 frames, utt_pad_proportion=0.04376, over 358.15 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3012, pruned_loss=0.06592, over 906431.82 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06598, over 7027.44 utterances.], batch size: 51, lr: 4.47e-04
2022-08-24 14:42:58,579 INFO [train.py:927] (6/8) Epoch 8, batch 150, giga_loss[loss=0.1824, simple_loss=0.266, pruned_loss=0.04943, over 12377.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.0336, over 104.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2866, pruned_loss=0.05965, over 1307377.11 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06135, over 9104.34 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3163, pruned_loss=0.06794, over 143791.71 frames. utt_duration=1251 frames, utt_pad_proportion=0.03552, over 460.23 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2845, pruned_loss=0.05919, over 1235562.93 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06248, over 9012.47 utterances.], batch size: 104, lr: 4.47e-04
2022-08-24 14:44:43,167 INFO [train.py:927] (6/8) Epoch 8, batch 200, giga_loss[loss=0.1831, simple_loss=0.2644, pruned_loss=0.05094, over 12366.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05038, over 161.00 utterances.], tot_loss[loss=0.1935, simple_loss=0.2758, pruned_loss=0.05565, over 1565698.22 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06619, over 11258.22 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3138, pruned_loss=0.06688, over 178318.43 frames. utt_duration=1265 frames, utt_pad_proportion=0.03113, over 564.76 utterances.], giga_tot_loss[loss=0.1918, simple_loss=0.2735, pruned_loss=0.05508, over 1495417.39 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06737, over 11217.76 utterances.], batch size: 161, lr: 4.47e-04
2022-08-24 14:46:25,567 INFO [train.py:927] (6/8) Epoch 8, batch 250, giga_loss[loss=0.1725, simple_loss=0.2565, pruned_loss=0.04422, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03177, over 97.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2708, pruned_loss=0.05348, over 1766861.60 frames. utt_duration=570.6 frames, utt_pad_proportion=0.05982, over 12419.57 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.3091, pruned_loss=0.06432, over 268516.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.03079, over 846.98 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2675, pruned_loss=0.05272, over 1681039.42 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06144, over 12527.44 utterances.], batch size: 97, lr: 4.47e-04
2022-08-24 14:48:10,424 INFO [train.py:927] (6/8) Epoch 8, batch 300, giga_loss[loss=0.1622, simple_loss=0.2496, pruned_loss=0.03735, over 12380.00 frames. utt_duration=512.2 frames, utt_pad_proportion=0.02985, over 97.00 utterances.], tot_loss[loss=0.1851, simple_loss=0.2668, pruned_loss=0.05174, over 1924105.09 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06191, over 14046.00 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3121, pruned_loss=0.06543, over 312447.60 frames. utt_duration=1289 frames, utt_pad_proportion=0.02751, over 971.04 utterances.], giga_tot_loss[loss=0.1821, simple_loss=0.2629, pruned_loss=0.05067, over 1844688.81 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06347, over 14239.62 utterances.], batch size: 97, lr: 4.47e-04
2022-08-24 14:49:51,052 INFO [train.py:927] (6/8) Epoch 8, batch 350, giga_loss[loss=0.1571, simple_loss=0.2369, pruned_loss=0.03865, over 12460.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04211, over 31.00 utterances.], tot_loss[loss=0.1818, simple_loss=0.2631, pruned_loss=0.05023, over 2046119.99 frames. utt_duration=556.6 frames, utt_pad_proportion=0.06204, over 14744.38 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3085, pruned_loss=0.06374, over 376487.12 frames. utt_duration=1294 frames, utt_pad_proportion=0.02467, over 1165.56 utterances.], giga_tot_loss[loss=0.1787, simple_loss=0.259, pruned_loss=0.04917, over 1969353.60 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06387, over 15078.06 utterances.], batch size: 31, lr: 4.46e-04
2022-08-24 14:51:35,406 INFO [train.py:927] (6/8) Epoch 8, batch 400, giga_loss[loss=0.1714, simple_loss=0.2497, pruned_loss=0.04654, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02904, over 45.00 utterances.], tot_loss[loss=0.1787, simple_loss=0.2595, pruned_loss=0.04891, over 2141416.30 frames. utt_duration=548.1 frames, utt_pad_proportion=0.06178, over 15670.13 utterances.], libri_tot_loss[loss=0.218, simple_loss=0.3077, pruned_loss=0.0641, over 418053.49 frames. utt_duration=1307 frames, utt_pad_proportion=0.02274, over 1281.37 utterances.], giga_tot_loss[loss=0.1755, simple_loss=0.2556, pruned_loss=0.04771, over 2073768.65 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06353, over 16072.57 utterances.], batch size: 45, lr: 4.46e-04
2022-08-24 14:53:18,744 INFO [train.py:927] (6/8) Epoch 8, batch 450, giga_loss[loss=0.1443, simple_loss=0.225, pruned_loss=0.03175, over 12321.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.03525, over 51.00 utterances.], tot_loss[loss=0.1754, simple_loss=0.2565, pruned_loss=0.04718, over 2214894.01 frames. utt_duration=560.2 frames, utt_pad_proportion=0.06263, over 15857.00 utterances.], libri_tot_loss[loss=0.2168, simple_loss=0.306, pruned_loss=0.06379, over 488737.53 frames. utt_duration=1253 frames, utt_pad_proportion=0.04587, over 1561.97 utterances.], giga_tot_loss[loss=0.1716, simple_loss=0.2518, pruned_loss=0.04568, over 2151298.06 frames. utt_duration=527 frames, utt_pad_proportion=0.06268, over 16376.57 utterances.], batch size: 51, lr: 4.46e-04
2022-08-24 14:55:00,270 INFO [train.py:927] (6/8) Epoch 8, batch 500, giga_loss[loss=0.2275, simple_loss=0.3151, pruned_loss=0.06995, over 12330.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.02729, over 70.00 utterances.], tot_loss[loss=0.1812, simple_loss=0.2622, pruned_loss=0.05008, over 2272015.75 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06165, over 16143.85 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.3049, pruned_loss=0.06346, over 537260.86 frames. utt_duration=1273 frames, utt_pad_proportion=0.04261, over 1690.68 utterances.], giga_tot_loss[loss=0.1776, simple_loss=0.2578, pruned_loss=0.04866, over 2216693.66 frames. utt_duration=530.6 frames, utt_pad_proportion=0.06215, over 16759.35 utterances.], batch size: 70, lr: 4.46e-04
2022-08-24 14:56:42,216 INFO [train.py:927] (6/8) Epoch 8, batch 550, giga_loss[loss=0.2202, simple_loss=0.319, pruned_loss=0.06065, over 12376.00 frames. utt_duration=800 frames, utt_pad_proportion=0.03036, over 62.00 utterances.], tot_loss[loss=0.1944, simple_loss=0.2756, pruned_loss=0.05655, over 2316600.36 frames. utt_duration=568.5 frames, utt_pad_proportion=0.05945, over 16341.56 utterances.], libri_tot_loss[loss=0.2148, simple_loss=0.3037, pruned_loss=0.06296, over 604041.27 frames. utt_duration=1278 frames, utt_pad_proportion=0.03884, over 1892.15 utterances.], giga_tot_loss[loss=0.1911, simple_loss=0.2715, pruned_loss=0.05535, over 2266389.22 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06056, over 17107.88 utterances.], batch size: 62, lr: 4.46e-04
2022-08-24 14:58:26,082 INFO [train.py:927] (6/8) Epoch 8, batch 600, giga_loss[loss=0.2476, simple_loss=0.3251, pruned_loss=0.08504, over 12381.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2824, pruned_loss=0.05891, over 2351232.25 frames. utt_duration=561.9 frames, utt_pad_proportion=0.06329, over 16780.70 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.3014, pruned_loss=0.06241, over 668375.41 frames. utt_duration=1265 frames, utt_pad_proportion=0.04252, over 2115.25 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2791, pruned_loss=0.05798, over 2306520.13 frames. utt_duration=524 frames, utt_pad_proportion=0.06386, over 17658.24 utterances.], batch size: 257, lr: 4.46e-04
2022-08-24 15:00:08,461 INFO [train.py:927] (6/8) Epoch 8, batch 650, giga_loss[loss=0.2227, simple_loss=0.3111, pruned_loss=0.06718, over 12406.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.05034, over 161.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2867, pruned_loss=0.06005, over 2378743.51 frames. utt_duration=567.9 frames, utt_pad_proportion=0.05928, over 16799.04 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.3003, pruned_loss=0.06222, over 721886.47 frames. utt_duration=1282 frames, utt_pad_proportion=0.03938, over 2255.20 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.284, pruned_loss=0.05929, over 2339940.04 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06049, over 17780.17 utterances.], batch size: 161, lr: 4.46e-04
2022-08-24 15:01:53,753 INFO [train.py:927] (6/8) Epoch 8, batch 700, giga_loss[loss=0.2186, simple_loss=0.2928, pruned_loss=0.07214, over 12325.00 frames. utt_duration=968 frames, utt_pad_proportion=0.03395, over 51.00 utterances.], tot_loss[loss=0.208, simple_loss=0.291, pruned_loss=0.06251, over 2399086.01 frames. utt_duration=563.6 frames, utt_pad_proportion=0.06593, over 17073.12 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.3, pruned_loss=0.06193, over 773645.05 frames. utt_duration=1257 frames, utt_pad_proportion=0.04883, over 2465.56 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2886, pruned_loss=0.06199, over 2365806.48 frames. utt_duration=525.4 frames, utt_pad_proportion=0.0657, over 18062.11 utterances.], batch size: 51, lr: 4.46e-04
2022-08-24 15:03:38,848 INFO [train.py:927] (6/8) Epoch 8, batch 750, giga_loss[loss=0.2284, simple_loss=0.3171, pruned_loss=0.06986, over 12374.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03606, over 113.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2953, pruned_loss=0.06452, over 2415888.42 frames. utt_duration=534.9 frames, utt_pad_proportion=0.07069, over 18115.94 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2997, pruned_loss=0.06199, over 806917.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.04708, over 2543.60 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2934, pruned_loss=0.06414, over 2388736.71 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07061, over 19103.48 utterances.], batch size: 113, lr: 4.46e-04
2022-08-24 15:05:24,650 INFO [train.py:927] (6/8) Epoch 8, batch 800, giga_loss[loss=0.2346, simple_loss=0.3223, pruned_loss=0.07345, over 12191.00 frames. utt_duration=1356 frames, utt_pad_proportion=0.02871, over 36.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2993, pruned_loss=0.06554, over 2428816.66 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06845, over 17433.57 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.3005, pruned_loss=0.06232, over 856308.59 frames. utt_duration=1272 frames, utt_pad_proportion=0.04507, over 2695.32 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2976, pruned_loss=0.06523, over 2405674.26 frames. utt_duration=522 frames, utt_pad_proportion=0.06899, over 18488.04 utterances.], batch size: 36, lr: 4.46e-04
2022-08-24 15:07:07,609 INFO [train.py:927] (6/8) Epoch 8, batch 850, giga_loss[loss=0.2208, simple_loss=0.3107, pruned_loss=0.0655, over 12376.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03168, over 51.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.3007, pruned_loss=0.06485, over 2438803.23 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06506, over 17165.84 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3001, pruned_loss=0.06221, over 880525.36 frames. utt_duration=1273 frames, utt_pad_proportion=0.04402, over 2769.56 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2994, pruned_loss=0.06468, over 2419915.60 frames. utt_duration=535.6 frames, utt_pad_proportion=0.06593, over 18124.41 utterances.], batch size: 51, lr: 4.46e-04
2022-08-24 15:08:52,796 INFO [train.py:927] (6/8) Epoch 8, batch 900, giga_loss[loss=0.2063, simple_loss=0.293, pruned_loss=0.05987, over 12473.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03209, over 40.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.3021, pruned_loss=0.06584, over 2446727.50 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06372, over 17029.39 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2993, pruned_loss=0.06184, over 896597.88 frames. utt_duration=1279 frames, utt_pad_proportion=0.0432, over 2807.79 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.3015, pruned_loss=0.06588, over 2431430.90 frames. utt_duration=545.4 frames, utt_pad_proportion=0.06466, over 17882.20 utterances.], batch size: 40, lr: 4.46e-04
2022-08-24 15:10:37,332 INFO [train.py:927] (6/8) Epoch 8, batch 950, giga_loss[loss=0.1948, simple_loss=0.287, pruned_loss=0.05128, over 12346.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04453, over 31.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3035, pruned_loss=0.06805, over 2452022.25 frames. utt_duration=582.3 frames, utt_pad_proportion=0.06545, over 16885.61 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2978, pruned_loss=0.06134, over 942815.57 frames. utt_duration=1262 frames, utt_pad_proportion=0.05287, over 2991.81 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3036, pruned_loss=0.06843, over 2439562.12 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06484, over 17793.50 utterances.], batch size: 31, lr: 4.46e-04
2022-08-24 15:12:21,624 INFO [train.py:927] (6/8) Epoch 8, batch 1000, giga_loss[loss=0.2226, simple_loss=0.3073, pruned_loss=0.06889, over 12290.00 frames. utt_duration=911.8 frames, utt_pad_proportion=0.02582, over 54.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3024, pruned_loss=0.06785, over 2456196.02 frames. utt_duration=617.2 frames, utt_pad_proportion=0.06184, over 15955.93 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2978, pruned_loss=0.06108, over 973111.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.05261, over 3097.19 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3026, pruned_loss=0.06837, over 2446051.98 frames. utt_duration=583 frames, utt_pad_proportion=0.06163, over 16825.09 utterances.], batch size: 54, lr: 4.46e-04
2022-08-24 15:14:05,379 INFO [train.py:927] (6/8) Epoch 8, batch 1050, giga_loss[loss=0.2838, simple_loss=0.3513, pruned_loss=0.1082, over 12364.00 frames. utt_duration=192.5 frames, utt_pad_proportion=0.1088, over 259.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3016, pruned_loss=0.06808, over 2459610.23 frames. utt_duration=601.1 frames, utt_pad_proportion=0.06764, over 16407.82 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2961, pruned_loss=0.06041, over 1010288.80 frames. utt_duration=1275 frames, utt_pad_proportion=0.05044, over 3172.96 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3025, pruned_loss=0.06891, over 2451125.23 frames. utt_duration=567.1 frames, utt_pad_proportion=0.06771, over 17332.96 utterances.], batch size: 259, lr: 4.46e-04
2022-08-24 15:15:52,371 INFO [train.py:927] (6/8) Epoch 8, batch 1100, giga_loss[loss=0.216, simple_loss=0.3053, pruned_loss=0.06334, over 12389.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03066, over 62.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3003, pruned_loss=0.06719, over 2462366.20 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06707, over 16788.29 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2948, pruned_loss=0.06002, over 1053173.70 frames. utt_duration=1280 frames, utt_pad_proportion=0.05038, over 3296.03 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3016, pruned_loss=0.06822, over 2455667.36 frames. utt_duration=553.5 frames, utt_pad_proportion=0.0674, over 17795.20 utterances.], batch size: 62, lr: 4.46e-04
2022-08-24 15:17:38,649 INFO [train.py:927] (6/8) Epoch 8, batch 1150, giga_loss[loss=0.1885, simple_loss=0.2696, pruned_loss=0.05373, over 12335.00 frames. utt_duration=582 frames, utt_pad_proportion=0.03165, over 85.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2967, pruned_loss=0.06556, over 2465671.92 frames. utt_duration=585.4 frames, utt_pad_proportion=0.06551, over 16892.34 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2942, pruned_loss=0.05981, over 1102179.60 frames. utt_duration=1296 frames, utt_pad_proportion=0.04753, over 3407.03 utterances.], giga_tot_loss[loss=0.2157, simple_loss=0.2982, pruned_loss=0.06665, over 2459942.02 frames. utt_duration=547.8 frames, utt_pad_proportion=0.0665, over 18011.39 utterances.], batch size: 85, lr: 4.46e-04
2022-08-24 15:19:23,730 INFO [train.py:927] (6/8) Epoch 8, batch 1200, giga_loss[loss=0.2251, simple_loss=0.2924, pruned_loss=0.07887, over 12395.00 frames. utt_duration=192.1 frames, utt_pad_proportion=0.1104, over 260.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2932, pruned_loss=0.06417, over 2467096.29 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06964, over 17888.50 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2932, pruned_loss=0.05925, over 1149319.83 frames. utt_duration=1308 frames, utt_pad_proportion=0.04514, over 3518.12 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2948, pruned_loss=0.06543, over 2462366.25 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07076, over 19132.24 utterances.], batch size: 260, lr: 4.45e-04
2022-08-24 15:21:07,767 INFO [train.py:927] (6/8) Epoch 8, batch 1250, giga_loss[loss=0.2233, simple_loss=0.2999, pruned_loss=0.07338, over 12429.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04161, over 146.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2918, pruned_loss=0.06325, over 2467592.29 frames. utt_duration=564.5 frames, utt_pad_proportion=0.06889, over 17532.70 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2915, pruned_loss=0.05829, over 1194463.39 frames. utt_duration=1314 frames, utt_pad_proportion=0.0448, over 3639.16 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2938, pruned_loss=0.06483, over 2464065.42 frames. utt_duration=523.8 frames, utt_pad_proportion=0.07021, over 18871.59 utterances.], batch size: 146, lr: 4.45e-04
2022-08-24 15:22:52,625 INFO [train.py:927] (6/8) Epoch 8, batch 1300, giga_loss[loss=0.1803, simple_loss=0.2599, pruned_loss=0.05032, over 12253.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0304, over 45.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2906, pruned_loss=0.06303, over 2468859.64 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06786, over 17325.14 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.293, pruned_loss=0.05877, over 1225810.92 frames. utt_duration=1309 frames, utt_pad_proportion=0.04378, over 3748.91 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2915, pruned_loss=0.06419, over 2466217.80 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06945, over 18613.13 utterances.], batch size: 45, lr: 4.45e-04
2022-08-24 15:24:36,201 INFO [train.py:927] (6/8) Epoch 8, batch 1350, giga_loss[loss=0.1839, simple_loss=0.2716, pruned_loss=0.04809, over 12380.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04496, over 26.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.288, pruned_loss=0.06254, over 2469555.43 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06383, over 17197.29 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2931, pruned_loss=0.05879, over 1232024.86 frames. utt_duration=1308 frames, utt_pad_proportion=0.04348, over 3771.17 utterances.], giga_tot_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06346, over 2467489.88 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06542, over 18242.27 utterances.], batch size: 26, lr: 4.45e-04
2022-08-24 15:26:20,106 INFO [train.py:927] (6/8) Epoch 8, batch 1400, giga_loss[loss=0.1898, simple_loss=0.2696, pruned_loss=0.05506, over 12417.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03856, over 133.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2861, pruned_loss=0.0619, over 2470657.85 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05871, over 17030.71 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.294, pruned_loss=0.05924, over 1262703.95 frames. utt_duration=1314 frames, utt_pad_proportion=0.04188, over 3849.05 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2861, pruned_loss=0.06252, over 2468963.55 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06073, over 18092.58 utterances.], batch size: 133, lr: 4.45e-04
2022-08-24 15:28:04,577 INFO [train.py:927] (6/8) Epoch 8, batch 1450, giga_loss[loss=0.1923, simple_loss=0.2582, pruned_loss=0.06322, over 12428.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0465, over 34.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2833, pruned_loss=0.06103, over 2470922.62 frames. utt_duration=599.6 frames, utt_pad_proportion=0.0546, over 16524.81 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.294, pruned_loss=0.05956, over 1298303.23 frames. utt_duration=1317 frames, utt_pad_proportion=0.04096, over 3948.18 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2831, pruned_loss=0.06143, over 2469728.87 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05684, over 17638.04 utterances.], batch size: 34, lr: 4.45e-04
2022-08-24 15:29:54,394 INFO [train.py:927] (6/8) Epoch 8, batch 1500, giga_loss[loss=0.2549, simple_loss=0.3316, pruned_loss=0.08909, over 12421.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05674, over 182.00 utterances.], tot_loss[loss=0.2005, simple_loss=0.2808, pruned_loss=0.06012, over 2470945.15 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05423, over 16228.58 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2934, pruned_loss=0.05937, over 1326939.68 frames. utt_duration=1315 frames, utt_pad_proportion=0.04112, over 4041.42 utterances.], giga_tot_loss[loss=0.2009, simple_loss=0.2806, pruned_loss=0.06055, over 2470332.02 frames. utt_duration=572.5 frames, utt_pad_proportion=0.05619, over 17306.44 utterances.], batch size: 182, lr: 4.45e-04
2022-08-24 15:31:37,237 INFO [train.py:927] (6/8) Epoch 8, batch 1550, giga_loss[loss=0.2174, simple_loss=0.3049, pruned_loss=0.06492, over 12345.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03267, over 97.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2813, pruned_loss=0.06046, over 2471279.83 frames. utt_duration=612.4 frames, utt_pad_proportion=0.05546, over 16182.08 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2937, pruned_loss=0.05924, over 1349476.13 frames. utt_duration=1294 frames, utt_pad_proportion=0.04888, over 4177.88 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2808, pruned_loss=0.06091, over 2470978.03 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05553, over 17140.57 utterances.], batch size: 97, lr: 4.45e-04
2022-08-24 15:33:20,865 INFO [train.py:927] (6/8) Epoch 8, batch 1600, giga_loss[loss=0.2562, simple_loss=0.3397, pruned_loss=0.08635, over 12396.00 frames. utt_duration=374.4 frames, utt_pad_proportion=0.03997, over 133.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2856, pruned_loss=0.06286, over 2471648.39 frames. utt_duration=600.2 frames, utt_pad_proportion=0.05869, over 16514.29 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2942, pruned_loss=0.0595, over 1377107.35 frames. utt_duration=1300 frames, utt_pad_proportion=0.04722, over 4243.73 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2847, pruned_loss=0.06312, over 2471527.03 frames. utt_duration=567 frames, utt_pad_proportion=0.05899, over 17480.86 utterances.], batch size: 133, lr: 4.45e-04
2022-08-24 15:35:05,818 INFO [train.py:927] (6/8) Epoch 8, batch 1650, giga_loss[loss=0.29, simple_loss=0.3529, pruned_loss=0.1136, over 12375.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.101, over 257.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2925, pruned_loss=0.06646, over 2472450.56 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06866, over 18021.29 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2956, pruned_loss=0.05986, over 1393419.63 frames. utt_duration=1293 frames, utt_pad_proportion=0.04783, over 4314.54 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2911, pruned_loss=0.06657, over 2472374.45 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06841, over 18888.18 utterances.], batch size: 257, lr: 4.45e-04
2022-08-24 15:36:49,174 INFO [train.py:927] (6/8) Epoch 8, batch 1700, libri_loss[loss=0.2096, simple_loss=0.2992, pruned_loss=0.06002, over 12142.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006295, over 35.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2982, pruned_loss=0.06856, over 2472122.70 frames. utt_duration=547.7 frames, utt_pad_proportion=0.06876, over 18104.64 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.296, pruned_loss=0.05989, over 1430166.94 frames. utt_duration=1289 frames, utt_pad_proportion=0.04718, over 4444.76 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2969, pruned_loss=0.06889, over 2472516.40 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06896, over 19119.98 utterances.], batch size: 35, lr: 4.45e-04
2022-08-24 15:38:31,688 INFO [train.py:927] (6/8) Epoch 8, batch 1750, giga_loss[loss=0.1922, simple_loss=0.2779, pruned_loss=0.05326, over 12426.00 frames. utt_duration=405.4 frames, utt_pad_proportion=0.0393, over 123.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.301, pruned_loss=0.06927, over 2472409.95 frames. utt_duration=532.5 frames, utt_pad_proportion=0.068, over 18625.35 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05987, over 1440530.72 frames. utt_duration=1290 frames, utt_pad_proportion=0.04653, over 4473.23 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3, pruned_loss=0.06963, over 2472761.28 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06839, over 19526.27 utterances.], batch size: 123, lr: 4.45e-04
2022-08-24 15:40:16,459 INFO [train.py:927] (6/8) Epoch 8, batch 1800, giga_loss[loss=0.2277, simple_loss=0.3012, pruned_loss=0.07709, over 12461.00 frames. utt_duration=624.6 frames, utt_pad_proportion=0.03014, over 80.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2998, pruned_loss=0.06756, over 2472322.65 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06259, over 18441.80 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2954, pruned_loss=0.05967, over 1450717.24 frames. utt_duration=1294 frames, utt_pad_proportion=0.046, over 4490.45 utterances.], giga_tot_loss[loss=0.2177, simple_loss=0.2994, pruned_loss=0.06802, over 2472706.74 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06328, over 19265.24 utterances.], batch size: 80, lr: 4.45e-04
2022-08-24 15:41:59,313 INFO [train.py:927] (6/8) Epoch 8, batch 1850, giga_loss[loss=0.1892, simple_loss=0.2813, pruned_loss=0.04856, over 12422.00 frames. utt_duration=663.8 frames, utt_pad_proportion=0.03093, over 75.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3002, pruned_loss=0.06732, over 2472696.38 frames. utt_duration=540 frames, utt_pad_proportion=0.06106, over 18367.85 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2945, pruned_loss=0.05946, over 1480825.04 frames. utt_duration=1283 frames, utt_pad_proportion=0.05215, over 4623.30 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3005, pruned_loss=0.068, over 2473152.79 frames. utt_duration=514.9 frames, utt_pad_proportion=0.06057, over 19270.46 utterances.], batch size: 75, lr: 4.45e-04
2022-08-24 15:43:43,028 INFO [train.py:927] (6/8) Epoch 8, batch 1900, libri_loss[loss=0.2289, simple_loss=0.3216, pruned_loss=0.06808, over 12353.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01586, over 41.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3029, pruned_loss=0.06888, over 2472822.27 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06292, over 18342.74 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2952, pruned_loss=0.05954, over 1500318.06 frames. utt_duration=1283 frames, utt_pad_proportion=0.05078, over 4682.43 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3028, pruned_loss=0.06952, over 2473344.68 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06285, over 19253.48 utterances.], batch size: 41, lr: 4.45e-04
2022-08-24 15:45:28,122 INFO [train.py:927] (6/8) Epoch 8, batch 1950, giga_loss[loss=0.2438, simple_loss=0.3205, pruned_loss=0.08356, over 12372.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04241, over 133.00 utterances.], tot_loss[loss=0.222, simple_loss=0.304, pruned_loss=0.07002, over 2473259.51 frames. utt_duration=550 frames, utt_pad_proportion=0.06058, over 18036.53 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2951, pruned_loss=0.05944, over 1519597.50 frames. utt_duration=1288 frames, utt_pad_proportion=0.04984, over 4724.50 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3041, pruned_loss=0.07075, over 2473701.98 frames. utt_duration=523.4 frames, utt_pad_proportion=0.0609, over 18958.29 utterances.], batch size: 133, lr: 4.45e-04
2022-08-24 15:47:11,218 INFO [train.py:927] (6/8) Epoch 8, batch 2000, giga_loss[loss=0.2313, simple_loss=0.3173, pruned_loss=0.07268, over 12442.00 frames. utt_duration=580.3 frames, utt_pad_proportion=0.03608, over 86.00 utterances.], tot_loss[loss=0.2243, simple_loss=0.3062, pruned_loss=0.07117, over 2473475.78 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06158, over 18227.72 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2951, pruned_loss=0.05944, over 1533630.88 frames. utt_duration=1289 frames, utt_pad_proportion=0.04901, over 4766.44 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3064, pruned_loss=0.07189, over 2474001.42 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06206, over 19094.87 utterances.], batch size: 86, lr: 4.44e-04
2022-08-24 15:48:54,727 INFO [train.py:927] (6/8) Epoch 8, batch 2050, libri_loss[loss=0.2097, simple_loss=0.3046, pruned_loss=0.05733, over 12316.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006345, over 36.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3082, pruned_loss=0.0716, over 2474246.66 frames. utt_duration=542.2 frames, utt_pad_proportion=0.06011, over 18304.23 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.295, pruned_loss=0.05939, over 1552306.95 frames. utt_duration=1295 frames, utt_pad_proportion=0.04804, over 4800.91 utterances.], giga_tot_loss[loss=0.2268, simple_loss=0.3087, pruned_loss=0.07243, over 2474651.43 frames. utt_duration=516.6 frames, utt_pad_proportion=0.06086, over 19216.71 utterances.], batch size: 36, lr: 4.44e-04
2022-08-24 15:50:39,563 INFO [train.py:927] (6/8) Epoch 8, batch 2100, giga_loss[loss=0.2177, simple_loss=0.2922, pruned_loss=0.07162, over 12187.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.03805, over 33.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.307, pruned_loss=0.07181, over 2472839.78 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06611, over 17946.43 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2946, pruned_loss=0.05929, over 1570533.66 frames. utt_duration=1300 frames, utt_pad_proportion=0.0469, over 4837.62 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.3078, pruned_loss=0.07273, over 2473214.58 frames. utt_duration=525.8 frames, utt_pad_proportion=0.06677, over 18866.81 utterances.], batch size: 33, lr: 4.44e-04
2022-08-24 15:52:24,044 INFO [train.py:927] (6/8) Epoch 8, batch 2150, giga_loss[loss=0.1896, simple_loss=0.2818, pruned_loss=0.04869, over 12424.00 frames. utt_duration=664.2 frames, utt_pad_proportion=0.03319, over 75.00 utterances.], tot_loss[loss=0.2247, simple_loss=0.3063, pruned_loss=0.07155, over 2472621.18 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06772, over 17484.01 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2955, pruned_loss=0.05955, over 1584010.57 frames. utt_duration=1273 frames, utt_pad_proportion=0.05473, over 4983.73 utterances.], giga_tot_loss[loss=0.2255, simple_loss=0.3065, pruned_loss=0.07228, over 2472901.37 frames. utt_duration=543.5 frames, utt_pad_proportion=0.06639, over 18251.41 utterances.], batch size: 75, lr: 4.44e-04
2022-08-24 15:54:06,477 INFO [train.py:927] (6/8) Epoch 8, batch 2200, giga_loss[loss=0.2512, simple_loss=0.3263, pruned_loss=0.08808, over 12419.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04826, over 34.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.3071, pruned_loss=0.07237, over 2471482.33 frames. utt_duration=583.1 frames, utt_pad_proportion=0.06643, over 16998.39 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2955, pruned_loss=0.05964, over 1614335.20 frames. utt_duration=1277 frames, utt_pad_proportion=0.05273, over 5064.33 utterances.], giga_tot_loss[loss=0.2271, simple_loss=0.3076, pruned_loss=0.07329, over 2471971.57 frames. utt_duration=553 frames, utt_pad_proportion=0.06609, over 17929.37 utterances.], batch size: 34, lr: 4.44e-04
2022-08-24 15:55:49,379 INFO [train.py:927] (6/8) Epoch 8, batch 2250, giga_loss[loss=0.2189, simple_loss=0.2991, pruned_loss=0.0693, over 12399.00 frames. utt_duration=753.1 frames, utt_pad_proportion=0.02453, over 66.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3055, pruned_loss=0.07081, over 2471211.98 frames. utt_duration=595.7 frames, utt_pad_proportion=0.06303, over 16634.47 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2948, pruned_loss=0.05936, over 1635552.12 frames. utt_duration=1277 frames, utt_pad_proportion=0.05305, over 5130.37 utterances.], giga_tot_loss[loss=0.2253, simple_loss=0.3066, pruned_loss=0.07197, over 2471596.43 frames. utt_duration=563.7 frames, utt_pad_proportion=0.06295, over 17585.56 utterances.], batch size: 66, lr: 4.44e-04
2022-08-24 15:57:34,085 INFO [train.py:927] (6/8) Epoch 8, batch 2300, giga_loss[loss=0.2332, simple_loss=0.308, pruned_loss=0.07919, over 12454.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.03065, over 80.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3044, pruned_loss=0.07011, over 2470646.32 frames. utt_duration=626.5 frames, utt_pad_proportion=0.06114, over 15812.56 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2944, pruned_loss=0.05912, over 1651849.97 frames. utt_duration=1282 frames, utt_pad_proportion=0.05187, over 5159.58 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3056, pruned_loss=0.07137, over 2471197.53 frames. utt_duration=592 frames, utt_pad_proportion=0.06157, over 16739.15 utterances.], batch size: 80, lr: 4.44e-04
2022-08-24 15:59:18,235 INFO [train.py:927] (6/8) Epoch 8, batch 2350, giga_loss[loss=0.2095, simple_loss=0.2927, pruned_loss=0.06311, over 12449.00 frames. utt_duration=580.5 frames, utt_pad_proportion=0.03569, over 86.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3026, pruned_loss=0.06974, over 2470067.91 frames. utt_duration=626.4 frames, utt_pad_proportion=0.06455, over 15810.77 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2946, pruned_loss=0.05938, over 1679494.23 frames. utt_duration=1288 frames, utt_pad_proportion=0.04989, over 5222.96 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3038, pruned_loss=0.07093, over 2471049.36 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06547, over 16846.78 utterances.], batch size: 86, lr: 4.44e-04
2022-08-24 16:00:59,771 INFO [train.py:927] (6/8) Epoch 8, batch 2400, giga_loss[loss=0.2048, simple_loss=0.2844, pruned_loss=0.06254, over 12400.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03502, over 80.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.302, pruned_loss=0.06941, over 2471962.27 frames. utt_duration=623.8 frames, utt_pad_proportion=0.06082, over 15888.64 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2949, pruned_loss=0.05952, over 1699099.52 frames. utt_duration=1284 frames, utt_pad_proportion=0.05001, over 5300.01 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3029, pruned_loss=0.0705, over 2472727.89 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06185, over 16884.74 utterances.], batch size: 80, lr: 4.44e-04
2022-08-24 16:02:43,770 INFO [train.py:927] (6/8) Epoch 8, batch 2450, giga_loss[loss=0.1909, simple_loss=0.2762, pruned_loss=0.05282, over 12352.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03216, over 58.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2988, pruned_loss=0.068, over 2470605.19 frames. utt_duration=643.6 frames, utt_pad_proportion=0.05906, over 15389.86 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2949, pruned_loss=0.05957, over 1721574.86 frames. utt_duration=1291 frames, utt_pad_proportion=0.04839, over 5341.50 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.2997, pruned_loss=0.0691, over 2471603.30 frames. utt_duration=602.8 frames, utt_pad_proportion=0.06063, over 16442.71 utterances.], batch size: 58, lr: 4.44e-04
2022-08-24 16:04:26,858 INFO [train.py:927] (6/8) Epoch 8, batch 2500, giga_loss[loss=0.1861, simple_loss=0.2717, pruned_loss=0.05027, over 12396.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.02508, over 66.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2955, pruned_loss=0.06678, over 2470583.36 frames. utt_duration=633.1 frames, utt_pad_proportion=0.05609, over 15646.78 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2944, pruned_loss=0.05934, over 1732496.77 frames. utt_duration=1295 frames, utt_pad_proportion=0.04767, over 5356.30 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2966, pruned_loss=0.0679, over 2471589.45 frames. utt_duration=597 frames, utt_pad_proportion=0.05774, over 16602.28 utterances.], batch size: 66, lr: 4.44e-04
2022-08-24 16:06:11,056 INFO [train.py:927] (6/8) Epoch 8, batch 2550, giga_loss[loss=0.1886, simple_loss=0.2595, pruned_loss=0.05881, over 12411.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03712, over 37.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2942, pruned_loss=0.06593, over 2470693.51 frames. utt_duration=607.5 frames, utt_pad_proportion=0.05945, over 16308.04 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2945, pruned_loss=0.05935, over 1739670.19 frames. utt_duration=1298 frames, utt_pad_proportion=0.04716, over 5368.70 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.295, pruned_loss=0.06687, over 2471646.44 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06069, over 17134.43 utterances.], batch size: 37, lr: 4.44e-04
2022-08-24 16:07:54,559 INFO [train.py:927] (6/8) Epoch 8, batch 2600, giga_loss[loss=0.2076, simple_loss=0.2922, pruned_loss=0.06152, over 12391.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02671, over 70.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2945, pruned_loss=0.06551, over 2471286.46 frames. utt_duration=607.2 frames, utt_pad_proportion=0.05884, over 16321.64 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2943, pruned_loss=0.05933, over 1747163.68 frames. utt_duration=1301 frames, utt_pad_proportion=0.04669, over 5378.97 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2952, pruned_loss=0.06633, over 2471859.27 frames. utt_duration=581.1 frames, utt_pad_proportion=0.06002, over 17060.37 utterances.], batch size: 70, lr: 4.44e-04
2022-08-24 16:09:36,930 INFO [train.py:927] (6/8) Epoch 8, batch 2650, giga_loss[loss=0.2206, simple_loss=0.3159, pruned_loss=0.06264, over 12410.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03987, over 105.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2949, pruned_loss=0.06472, over 2471886.00 frames. utt_duration=605.5 frames, utt_pad_proportion=0.05831, over 16369.65 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2941, pruned_loss=0.05918, over 1785751.75 frames. utt_duration=1311 frames, utt_pad_proportion=0.04429, over 5455.60 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2958, pruned_loss=0.06579, over 2472614.38 frames. utt_duration=567.9 frames, utt_pad_proportion=0.06018, over 17462.34 utterances.], batch size: 105, lr: 4.44e-04
2022-08-24 16:11:20,745 INFO [train.py:927] (6/8) Epoch 8, batch 2700, giga_loss[loss=0.2059, simple_loss=0.279, pruned_loss=0.06642, over 12421.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04818, over 34.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2942, pruned_loss=0.06424, over 2471821.59 frames. utt_duration=595.7 frames, utt_pad_proportion=0.06061, over 16638.82 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2939, pruned_loss=0.05924, over 1795836.91 frames. utt_duration=1315 frames, utt_pad_proportion=0.04367, over 5470.64 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.295, pruned_loss=0.06512, over 2472555.70 frames. utt_duration=562.1 frames, utt_pad_proportion=0.06221, over 17642.47 utterances.], batch size: 34, lr: 4.44e-04
2022-08-24 16:13:03,839 INFO [train.py:927] (6/8) Epoch 8, batch 2750, libri_loss[loss=0.2244, simple_loss=0.3184, pruned_loss=0.06522, over 12302.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00531, over 35.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.296, pruned_loss=0.06568, over 2472435.31 frames. utt_duration=564.3 frames, utt_pad_proportion=0.06693, over 17572.43 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2944, pruned_loss=0.05961, over 1805676.85 frames. utt_duration=1299 frames, utt_pad_proportion=0.04877, over 5565.71 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2963, pruned_loss=0.06622, over 2473247.75 frames. utt_duration=537.9 frames, utt_pad_proportion=0.06672, over 18442.00 utterances.], batch size: 35, lr: 4.44e-04
2022-08-24 16:14:45,158 INFO [train.py:927] (6/8) Epoch 8, batch 2800, giga_loss[loss=0.2403, simple_loss=0.3198, pruned_loss=0.0804, over 12403.00 frames. utt_duration=546.7 frames, utt_pad_proportion=0.02546, over 91.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2988, pruned_loss=0.06664, over 2472388.84 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06157, over 17199.80 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2948, pruned_loss=0.05975, over 1818954.36 frames. utt_duration=1300 frames, utt_pad_proportion=0.04823, over 5605.15 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2988, pruned_loss=0.06709, over 2473013.93 frames. utt_duration=549 frames, utt_pad_proportion=0.0619, over 18067.97 utterances.], batch size: 91, lr: 4.44e-04
2022-08-24 16:16:26,875 INFO [train.py:927] (6/8) Epoch 8, batch 2850, giga_loss[loss=0.2025, simple_loss=0.2871, pruned_loss=0.05895, over 12310.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03562, over 51.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2989, pruned_loss=0.06628, over 2472522.25 frames. utt_duration=615.6 frames, utt_pad_proportion=0.05687, over 16105.98 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2948, pruned_loss=0.05982, over 1835425.73 frames. utt_duration=1299 frames, utt_pad_proportion=0.04757, over 5659.29 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.299, pruned_loss=0.06676, over 2472761.83 frames. utt_duration=583.4 frames, utt_pad_proportion=0.05768, over 16997.02 utterances.], batch size: 51, lr: 4.43e-04
2022-08-24 16:18:10,242 INFO [train.py:927] (6/8) Epoch 8, batch 2900, giga_loss[loss=0.2041, simple_loss=0.2934, pruned_loss=0.0574, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03774, over 33.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3006, pruned_loss=0.06697, over 2472912.78 frames. utt_duration=619.4 frames, utt_pad_proportion=0.05559, over 16009.58 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2955, pruned_loss=0.06016, over 1853945.59 frames. utt_duration=1304 frames, utt_pad_proportion=0.04611, over 5693.03 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.3004, pruned_loss=0.06732, over 2473448.97 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05688, over 16994.38 utterances.], batch size: 33, lr: 4.43e-04
2022-08-24 16:19:50,935 INFO [train.py:927] (6/8) Epoch 8, batch 2950, giga_loss[loss=0.176, simple_loss=0.2474, pruned_loss=0.05226, over 12375.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04737, over 31.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3002, pruned_loss=0.06713, over 2472857.84 frames. utt_duration=592.9 frames, utt_pad_proportion=0.05887, over 16724.71 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.0604, over 1868963.73 frames. utt_duration=1300 frames, utt_pad_proportion=0.04525, over 5755.96 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2998, pruned_loss=0.06739, over 2473554.73 frames. utt_duration=560.7 frames, utt_pad_proportion=0.06005, over 17694.10 utterances.], batch size: 31, lr: 4.43e-04
2022-08-24 16:21:32,184 INFO [train.py:927] (6/8) Epoch 8, batch 3000, giga_loss[loss=0.1811, simple_loss=0.258, pruned_loss=0.05212, over 12427.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04527, over 31.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2994, pruned_loss=0.06704, over 2473123.17 frames. utt_duration=591.1 frames, utt_pad_proportion=0.05727, over 16778.70 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2964, pruned_loss=0.06049, over 1889973.97 frames. utt_duration=1298 frames, utt_pad_proportion=0.04459, over 5830.91 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2989, pruned_loss=0.06742, over 2473511.47 frames. utt_duration=556 frames, utt_pad_proportion=0.05868, over 17842.23 utterances.], batch size: 31, lr: 4.43e-04
2022-08-24 16:21:32,185 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 16:21:46,471 INFO [train.py:967] (6/8) Epoch 8, validation: loss=0.186, simple_loss=0.2939, pruned_loss=0.03906, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 16:23:24,632 INFO [train.py:927] (6/8) Epoch 8, batch 3050, giga_loss[loss=0.2219, simple_loss=0.3144, pruned_loss=0.0647, over 12321.00 frames. utt_duration=581.5 frames, utt_pad_proportion=0.03249, over 85.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2997, pruned_loss=0.06613, over 2474256.61 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05733, over 17282.13 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2964, pruned_loss=0.06053, over 1901962.30 frames. utt_duration=1302 frames, utt_pad_proportion=0.04371, over 5852.09 utterances.], giga_tot_loss[loss=0.2163, simple_loss=0.2995, pruned_loss=0.06652, over 2474203.63 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05872, over 18301.20 utterances.], batch size: 85, lr: 4.43e-04
2022-08-24 16:25:04,886 INFO [train.py:927] (6/8) Epoch 8, batch 3100, libri_loss[loss=0.2042, simple_loss=0.3008, pruned_loss=0.05384, over 12186.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005543, over 33.00 utterances.], tot_loss[loss=0.216, simple_loss=0.2997, pruned_loss=0.06615, over 2474647.67 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05391, over 17083.82 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.297, pruned_loss=0.06075, over 1916065.39 frames. utt_duration=1297 frames, utt_pad_proportion=0.0438, over 5916.24 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2991, pruned_loss=0.06643, over 2474687.95 frames. utt_duration=548.1 frames, utt_pad_proportion=0.05527, over 18110.08 utterances.], batch size: 33, lr: 4.43e-04
2022-08-24 16:26:45,384 INFO [train.py:927] (6/8) Epoch 8, batch 3150, libri_loss[loss=0.231, simple_loss=0.3218, pruned_loss=0.07013, over 12403.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03683, over 46.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2967, pruned_loss=0.06542, over 2474599.90 frames. utt_duration=587.9 frames, utt_pad_proportion=0.05283, over 16880.56 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2964, pruned_loss=0.06057, over 1929857.30 frames. utt_duration=1302 frames, utt_pad_proportion=0.04301, over 5936.30 utterances.], giga_tot_loss[loss=0.2142, simple_loss=0.2966, pruned_loss=0.06588, over 2474670.41 frames. utt_duration=553.2 frames, utt_pad_proportion=0.05432, over 17941.11 utterances.], batch size: 46, lr: 4.43e-04
2022-08-24 16:28:26,158 INFO [train.py:927] (6/8) Epoch 8, batch 3200, giga_loss[loss=0.2116, simple_loss=0.2878, pruned_loss=0.06772, over 12372.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03095, over 97.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2948, pruned_loss=0.06527, over 2474634.63 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05137, over 17082.72 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2963, pruned_loss=0.06058, over 1935272.71 frames. utt_duration=1305 frames, utt_pad_proportion=0.04261, over 5940.93 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2948, pruned_loss=0.06567, over 2474719.01 frames. utt_duration=551.2 frames, utt_pad_proportion=0.05275, over 18008.54 utterances.], batch size: 97, lr: 4.43e-04
2022-08-24 16:30:08,575 INFO [train.py:927] (6/8) Epoch 8, batch 3250, giga_loss[loss=0.173, simple_loss=0.2582, pruned_loss=0.04387, over 12446.00 frames. utt_duration=665.1 frames, utt_pad_proportion=0.03185, over 75.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2905, pruned_loss=0.06362, over 2474310.86 frames. utt_duration=601.7 frames, utt_pad_proportion=0.04942, over 16489.15 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2955, pruned_loss=0.06033, over 1950766.50 frames. utt_duration=1315 frames, utt_pad_proportion=0.04188, over 5939.79 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2909, pruned_loss=0.06422, over 2474837.31 frames. utt_duration=565.9 frames, utt_pad_proportion=0.05096, over 17538.31 utterances.], batch size: 75, lr: 4.43e-04
2022-08-24 16:31:50,300 INFO [train.py:927] (6/8) Epoch 8, batch 3300, giga_loss[loss=0.2246, simple_loss=0.3074, pruned_loss=0.07085, over 12426.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03819, over 133.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2889, pruned_loss=0.06343, over 2474742.79 frames. utt_duration=578.7 frames, utt_pad_proportion=0.05238, over 17150.43 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2955, pruned_loss=0.06042, over 1958437.19 frames. utt_duration=1311 frames, utt_pad_proportion=0.04262, over 5980.48 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2892, pruned_loss=0.06388, over 2475269.19 frames. utt_duration=549 frames, utt_pad_proportion=0.05328, over 18082.78 utterances.], batch size: 133, lr: 4.43e-04
2022-08-24 16:33:31,563 INFO [train.py:927] (6/8) Epoch 8, batch 3350, giga_loss[loss=0.2093, simple_loss=0.2942, pruned_loss=0.06218, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02921, over 45.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2907, pruned_loss=0.06387, over 2474218.54 frames. utt_duration=580.1 frames, utt_pad_proportion=0.05394, over 17106.37 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2959, pruned_loss=0.06058, over 1966093.05 frames. utt_duration=1311 frames, utt_pad_proportion=0.04209, over 6003.65 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2906, pruned_loss=0.06416, over 2474687.64 frames. utt_duration=552.4 frames, utt_pad_proportion=0.05479, over 17967.49 utterances.], batch size: 45, lr: 4.43e-04
2022-08-24 16:35:11,825 INFO [train.py:927] (6/8) Epoch 8, batch 3400, giga_loss[loss=0.1945, simple_loss=0.2917, pruned_loss=0.04863, over 12339.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03055, over 70.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2934, pruned_loss=0.06477, over 2474071.72 frames. utt_duration=557.3 frames, utt_pad_proportion=0.05704, over 17806.58 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2962, pruned_loss=0.06084, over 1980882.61 frames. utt_duration=1316 frames, utt_pad_proportion=0.04092, over 6027.20 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.293, pruned_loss=0.06492, over 2474686.90 frames. utt_duration=528.6 frames, utt_pad_proportion=0.05802, over 18780.20 utterances.], batch size: 70, lr: 4.43e-04
2022-08-24 16:36:55,943 INFO [train.py:927] (6/8) Epoch 8, batch 3450, giga_loss[loss=0.2273, simple_loss=0.3036, pruned_loss=0.07548, over 12445.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04214, over 31.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2962, pruned_loss=0.06593, over 2474081.58 frames. utt_duration=547.2 frames, utt_pad_proportion=0.06048, over 18133.79 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2964, pruned_loss=0.06119, over 1992977.13 frames. utt_duration=1318 frames, utt_pad_proportion=0.04012, over 6055.32 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2956, pruned_loss=0.06589, over 2474673.96 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06148, over 19159.98 utterances.], batch size: 31, lr: 4.43e-04
2022-08-24 16:38:51,298 INFO [train.py:927] (6/8) Epoch 8, batch 3500, libri_loss[loss=0.187, simple_loss=0.2681, pruned_loss=0.05296, over 12276.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01031, over 28.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3015, pruned_loss=0.06993, over 2473308.64 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06047, over 18183.51 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2957, pruned_loss=0.06109, over 2010936.72 frames. utt_duration=1328 frames, utt_pad_proportion=0.03896, over 6064.89 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3018, pruned_loss=0.07023, over 2474663.46 frames. utt_duration=510.2 frames, utt_pad_proportion=0.06187, over 19459.33 utterances.], batch size: 28, lr: 4.43e-04
2022-08-24 16:40:34,760 INFO [train.py:927] (6/8) Epoch 8, batch 3550, giga_loss[loss=0.295, simple_loss=0.3653, pruned_loss=0.1123, over 12375.00 frames. utt_duration=376.6 frames, utt_pad_proportion=0.03436, over 132.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3083, pruned_loss=0.0742, over 2473232.02 frames. utt_duration=565.8 frames, utt_pad_proportion=0.05673, over 17530.29 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.296, pruned_loss=0.06116, over 2020030.90 frames. utt_duration=1329 frames, utt_pad_proportion=0.03832, over 6084.53 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3084, pruned_loss=0.07457, over 2474375.91 frames. utt_duration=529.9 frames, utt_pad_proportion=0.05843, over 18732.19 utterances.], batch size: 132, lr: 4.43e-04
2022-08-24 16:42:19,176 INFO [train.py:927] (6/8) Epoch 8, batch 3600, giga_loss[loss=0.2363, simple_loss=0.3144, pruned_loss=0.07916, over 12451.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03105, over 75.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.318, pruned_loss=0.0806, over 2473757.26 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06549, over 18664.30 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2978, pruned_loss=0.06121, over 2031082.98 frames. utt_duration=1332 frames, utt_pad_proportion=0.03749, over 6107.19 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3171, pruned_loss=0.08124, over 2474810.72 frames. utt_duration=499.5 frames, utt_pad_proportion=0.06673, over 19876.93 utterances.], batch size: 75, lr: 4.43e-04
2022-08-24 16:44:03,071 INFO [train.py:927] (6/8) Epoch 8, batch 3650, giga_loss[loss=0.2823, simple_loss=0.3493, pruned_loss=0.1077, over 12383.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.04961, over 161.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3222, pruned_loss=0.08435, over 2474664.00 frames. utt_duration=503.8 frames, utt_pad_proportion=0.0729, over 19706.21 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2978, pruned_loss=0.06111, over 2046805.78 frames. utt_duration=1330 frames, utt_pad_proportion=0.03684, over 6162.90 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3221, pruned_loss=0.08557, over 2475121.58 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07396, over 21026.87 utterances.], batch size: 161, lr: 4.43e-04
2022-08-24 16:45:52,046 INFO [train.py:927] (6/8) Epoch 8, batch 3700, giga_loss[loss=0.3488, simple_loss=0.3779, pruned_loss=0.1598, over 12371.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2098, over 372.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3274, pruned_loss=0.09027, over 2474883.81 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07826, over 20969.49 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2977, pruned_loss=0.06113, over 2053275.80 frames. utt_duration=1327 frames, utt_pad_proportion=0.03746, over 6198.30 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3277, pruned_loss=0.09153, over 2475178.30 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07881, over 22166.32 utterances.], batch size: 372, lr: 4.42e-04
2022-08-24 16:47:41,940 INFO [train.py:927] (6/8) Epoch 8, batch 3750, giga_loss[loss=0.2686, simple_loss=0.3336, pruned_loss=0.1018, over 12387.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04143, over 133.00 utterances.], tot_loss[loss=0.2632, simple_loss=0.3338, pruned_loss=0.09634, over 2473918.93 frames. utt_duration=480.7 frames, utt_pad_proportion=0.07658, over 20646.89 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.2987, pruned_loss=0.06242, over 2069063.70 frames. utt_duration=1307 frames, utt_pad_proportion=0.04304, over 6341.94 utterances.], giga_tot_loss[loss=0.2647, simple_loss=0.3344, pruned_loss=0.09752, over 2474861.35 frames. utt_duration=451.2 frames, utt_pad_proportion=0.0763, over 22012.81 utterances.], batch size: 133, lr: 4.42e-04
2022-08-24 16:49:28,418 INFO [train.py:927] (6/8) Epoch 8, batch 3800, giga_loss[loss=0.2685, simple_loss=0.3346, pruned_loss=0.1012, over 12410.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.04008, over 105.00 utterances.], tot_loss[loss=0.2682, simple_loss=0.3361, pruned_loss=0.1001, over 2473548.35 frames. utt_duration=469.7 frames, utt_pad_proportion=0.08315, over 21128.62 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2989, pruned_loss=0.06282, over 2086538.58 frames. utt_duration=1308 frames, utt_pad_proportion=0.04249, over 6388.09 utterances.], giga_tot_loss[loss=0.2713, simple_loss=0.338, pruned_loss=0.1023, over 2474660.45 frames. utt_duration=435.6 frames, utt_pad_proportion=0.08322, over 22801.52 utterances.], batch size: 105, lr: 4.42e-04
2022-08-24 16:51:11,222 INFO [train.py:927] (6/8) Epoch 8, batch 3850, giga_loss[loss=0.2215, simple_loss=0.3057, pruned_loss=0.06867, over 12316.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05183, over 26.00 utterances.], tot_loss[loss=0.2711, simple_loss=0.3383, pruned_loss=0.1019, over 2474211.56 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08807, over 22471.85 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2989, pruned_loss=0.06282, over 2086538.58 frames. utt_duration=1308 frames, utt_pad_proportion=0.04249, over 6388.09 utterances.], giga_tot_loss[loss=0.2735, simple_loss=0.3398, pruned_loss=0.1036, over 2475077.11 frames. utt_duration=417.9 frames, utt_pad_proportion=0.08785, over 23773.89 utterances.], batch size: 26, lr: 4.42e-04
2022-08-24 16:52:58,617 INFO [train.py:927] (6/8) Epoch 8, batch 3900, giga_loss[loss=0.2996, simple_loss=0.3589, pruned_loss=0.1202, over 12385.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07417, over 212.00 utterances.], tot_loss[loss=0.2716, simple_loss=0.3392, pruned_loss=0.102, over 2474777.85 frames. utt_duration=429 frames, utt_pad_proportion=0.09105, over 23153.62 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2993, pruned_loss=0.06296, over 2094219.77 frames. utt_duration=1309 frames, utt_pad_proportion=0.0417, over 6408.19 utterances.], giga_tot_loss[loss=0.2743, simple_loss=0.3408, pruned_loss=0.1039, over 2475483.25 frames. utt_duration=406.3 frames, utt_pad_proportion=0.09114, over 24461.33 utterances.], batch size: 212, lr: 4.42e-04
2022-08-24 16:54:48,102 INFO [train.py:927] (6/8) Epoch 8, batch 3950, giga_loss[loss=0.2737, simple_loss=0.3438, pruned_loss=0.1018, over 12458.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03448, over 105.00 utterances.], tot_loss[loss=0.2684, simple_loss=0.3379, pruned_loss=0.09941, over 2474004.05 frames. utt_duration=428.4 frames, utt_pad_proportion=0.08909, over 23180.88 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2996, pruned_loss=0.06316, over 2103379.42 frames. utt_duration=1306 frames, utt_pad_proportion=0.04177, over 6449.64 utterances.], giga_tot_loss[loss=0.2716, simple_loss=0.3399, pruned_loss=0.1016, over 2474810.51 frames. utt_duration=404.3 frames, utt_pad_proportion=0.08959, over 24570.67 utterances.], batch size: 105, lr: 4.42e-04
2022-08-24 16:56:34,012 INFO [train.py:927] (6/8) Epoch 8, batch 4000, libri_loss[loss=0.2094, simple_loss=0.2922, pruned_loss=0.0633, over 12119.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006876, over 32.00 utterances.], tot_loss[loss=0.2612, simple_loss=0.3327, pruned_loss=0.09479, over 2473774.69 frames. utt_duration=446.4 frames, utt_pad_proportion=0.08282, over 22237.63 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2988, pruned_loss=0.06266, over 2115556.59 frames. utt_duration=1312 frames, utt_pad_proportion=0.04088, over 6456.05 utterances.], giga_tot_loss[loss=0.2661, simple_loss=0.336, pruned_loss=0.09803, over 2474974.45 frames. utt_duration=416.2 frames, utt_pad_proportion=0.08418, over 23870.35 utterances.], batch size: 32, lr: 4.42e-04
2022-08-24 16:58:20,493 INFO [train.py:927] (6/8) Epoch 8, batch 4050, giga_loss[loss=0.3179, simple_loss=0.3674, pruned_loss=0.1342, over 12368.00 frames. utt_duration=234.9 frames, utt_pad_proportion=0.07171, over 212.00 utterances.], tot_loss[loss=0.2591, simple_loss=0.3313, pruned_loss=0.09349, over 2473949.24 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07853, over 21881.47 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.299, pruned_loss=0.06271, over 2119218.15 frames. utt_duration=1307 frames, utt_pad_proportion=0.04145, over 6495.33 utterances.], giga_tot_loss[loss=0.2633, simple_loss=0.3341, pruned_loss=0.09626, over 2474819.26 frames. utt_duration=427 frames, utt_pad_proportion=0.0799, over 23260.70 utterances.], batch size: 212, lr: 4.42e-04
2022-08-24 17:00:17,645 INFO [train.py:927] (6/8) Epoch 8, batch 4100, giga_loss[loss=0.2237, simple_loss=0.3122, pruned_loss=0.06755, over 12469.00 frames. utt_duration=908.3 frames, utt_pad_proportion=0.02964, over 55.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.3294, pruned_loss=0.09139, over 2474697.08 frames. utt_duration=455.9 frames, utt_pad_proportion=0.07927, over 21781.55 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2993, pruned_loss=0.06265, over 2124511.11 frames. utt_duration=1308 frames, utt_pad_proportion=0.04091, over 6506.85 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3317, pruned_loss=0.09403, over 2475395.94 frames. utt_duration=430.7 frames, utt_pad_proportion=0.08063, over 23068.28 utterances.], batch size: 55, lr: 4.42e-04
2022-08-24 17:02:04,552 INFO [train.py:927] (6/8) Epoch 8, batch 4150, libri_loss[loss=0.1851, simple_loss=0.2721, pruned_loss=0.04904, over 12215.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008474, over 29.00 utterances.], tot_loss[loss=0.2534, simple_loss=0.3289, pruned_loss=0.08893, over 2474326.56 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07968, over 20918.16 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2992, pruned_loss=0.06281, over 2134765.78 frames. utt_duration=1307 frames, utt_pad_proportion=0.04088, over 6541.75 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3317, pruned_loss=0.09168, over 2475022.06 frames. utt_duration=444.6 frames, utt_pad_proportion=0.08119, over 22337.61 utterances.], batch size: 29, lr: 4.42e-04
2022-08-24 17:03:50,951 INFO [train.py:927] (6/8) Epoch 8, batch 4200, giga_loss[loss=0.2455, simple_loss=0.3174, pruned_loss=0.08677, over 12422.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03449, over 40.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3274, pruned_loss=0.08736, over 2474520.91 frames. utt_duration=479.6 frames, utt_pad_proportion=0.0773, over 20700.80 utterances.], libri_tot_loss[loss=0.2129, simple_loss=0.2996, pruned_loss=0.0631, over 2145086.78 frames. utt_duration=1304 frames, utt_pad_proportion=0.0402, over 6589.00 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3301, pruned_loss=0.09003, over 2474840.12 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07926, over 22194.61 utterances.], batch size: 40, lr: 4.42e-04
2022-08-24 17:05:38,786 INFO [train.py:927] (6/8) Epoch 8, batch 4250, giga_loss[loss=0.2439, simple_loss=0.3234, pruned_loss=0.08218, over 12401.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03486, over 80.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.325, pruned_loss=0.08673, over 2475069.38 frames. utt_duration=490 frames, utt_pad_proportion=0.07594, over 20265.33 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2999, pruned_loss=0.06327, over 2151744.69 frames. utt_duration=1305 frames, utt_pad_proportion=0.03955, over 6605.10 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3274, pruned_loss=0.08916, over 2475240.76 frames. utt_duration=458.2 frames, utt_pad_proportion=0.078, over 21677.38 utterances.], batch size: 80, lr: 4.42e-04
2022-08-24 17:07:28,449 INFO [train.py:927] (6/8) Epoch 8, batch 4300, giga_loss[loss=0.2783, simple_loss=0.3427, pruned_loss=0.107, over 12364.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03392, over 122.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3231, pruned_loss=0.08519, over 2475110.92 frames. utt_duration=492.4 frames, utt_pad_proportion=0.07361, over 20165.07 utterances.], libri_tot_loss[loss=0.2131, simple_loss=0.2999, pruned_loss=0.06316, over 2154987.60 frames. utt_duration=1305 frames, utt_pad_proportion=0.03919, over 6611.04 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3252, pruned_loss=0.08735, over 2475231.32 frames. utt_duration=464.6 frames, utt_pad_proportion=0.07556, over 21377.80 utterances.], batch size: 122, lr: 4.42e-04
2022-08-24 17:09:13,535 INFO [train.py:927] (6/8) Epoch 8, batch 4350, giga_loss[loss=0.2355, simple_loss=0.3139, pruned_loss=0.07855, over 12427.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04198, over 146.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3223, pruned_loss=0.08327, over 2474454.75 frames. utt_duration=514 frames, utt_pad_proportion=0.06772, over 19311.22 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.3001, pruned_loss=0.06321, over 2159229.47 frames. utt_duration=1309 frames, utt_pad_proportion=0.03874, over 6605.88 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3241, pruned_loss=0.08522, over 2475027.77 frames. utt_duration=485.6 frames, utt_pad_proportion=0.06989, over 20449.50 utterances.], batch size: 146, lr: 4.42e-04
2022-08-24 17:11:01,968 INFO [train.py:927] (6/8) Epoch 8, batch 4400, giga_loss[loss=0.2503, simple_loss=0.3105, pruned_loss=0.09505, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03595, over 37.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3211, pruned_loss=0.08239, over 2474153.18 frames. utt_duration=524 frames, utt_pad_proportion=0.0655, over 18938.87 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3005, pruned_loss=0.06328, over 2165247.22 frames. utt_duration=1310 frames, utt_pad_proportion=0.03812, over 6620.68 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3226, pruned_loss=0.08425, over 2474846.89 frames. utt_duration=494.8 frames, utt_pad_proportion=0.06775, over 20066.01 utterances.], batch size: 37, lr: 4.42e-04
2022-08-24 17:12:48,678 INFO [train.py:927] (6/8) Epoch 8, batch 4450, giga_loss[loss=0.2524, simple_loss=0.3306, pruned_loss=0.08713, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03053, over 75.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3201, pruned_loss=0.08268, over 2474749.88 frames. utt_duration=515.8 frames, utt_pad_proportion=0.0645, over 19244.29 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.3007, pruned_loss=0.06338, over 2171295.37 frames. utt_duration=1311 frames, utt_pad_proportion=0.03753, over 6633.08 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3215, pruned_loss=0.08443, over 2475377.64 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06663, over 20347.54 utterances.], batch size: 75, lr: 4.42e-04
2022-08-24 17:14:36,313 INFO [train.py:927] (6/8) Epoch 8, batch 4500, libri_loss[loss=0.1782, simple_loss=0.2725, pruned_loss=0.04192, over 12343.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006314, over 33.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3187, pruned_loss=0.08288, over 2474953.63 frames. utt_duration=491.4 frames, utt_pad_proportion=0.07018, over 20205.06 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3006, pruned_loss=0.06326, over 2174301.78 frames. utt_duration=1309 frames, utt_pad_proportion=0.03768, over 6651.66 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.32, pruned_loss=0.08454, over 2475470.67 frames. utt_duration=468.9 frames, utt_pad_proportion=0.07163, over 21180.18 utterances.], batch size: 33, lr: 4.42e-04
2022-08-24 17:16:22,894 INFO [train.py:927] (6/8) Epoch 8, batch 4550, giga_loss[loss=0.2446, simple_loss=0.3181, pruned_loss=0.08559, over 12225.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03138, over 39.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3176, pruned_loss=0.08244, over 2473974.17 frames. utt_duration=506.3 frames, utt_pad_proportion=0.06803, over 19600.84 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3006, pruned_loss=0.06311, over 2181118.76 frames. utt_duration=1313 frames, utt_pad_proportion=0.03697, over 6651.34 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3191, pruned_loss=0.08432, over 2474953.46 frames. utt_duration=480.1 frames, utt_pad_proportion=0.06978, over 20682.82 utterances.], batch size: 39, lr: 4.41e-04
2022-08-24 17:18:05,660 INFO [train.py:927] (6/8) Epoch 8, batch 4600, giga_loss[loss=0.2282, simple_loss=0.3084, pruned_loss=0.07404, over 12408.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.03798, over 37.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3168, pruned_loss=0.08116, over 2473917.32 frames. utt_duration=523.2 frames, utt_pad_proportion=0.0661, over 18967.25 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3006, pruned_loss=0.06326, over 2196706.95 frames. utt_duration=1302 frames, utt_pad_proportion=0.04094, over 6754.95 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3188, pruned_loss=0.0835, over 2474855.17 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06691, over 20378.78 utterances.], batch size: 37, lr: 4.41e-04
2022-08-24 17:19:51,330 INFO [train.py:927] (6/8) Epoch 8, batch 4650, giga_loss[loss=0.2362, simple_loss=0.314, pruned_loss=0.07922, over 12388.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.05156, over 161.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3164, pruned_loss=0.08056, over 2474659.17 frames. utt_duration=518 frames, utt_pad_proportion=0.06671, over 19161.55 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3003, pruned_loss=0.06321, over 2203616.90 frames. utt_duration=1307 frames, utt_pad_proportion=0.04021, over 6750.10 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3186, pruned_loss=0.08284, over 2475362.69 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06769, over 20549.40 utterances.], batch size: 161, lr: 4.41e-04
2022-08-24 17:21:36,368 INFO [train.py:927] (6/8) Epoch 8, batch 4700, giga_loss[loss=0.3006, simple_loss=0.3542, pruned_loss=0.1235, over 12402.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07313, over 212.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3185, pruned_loss=0.08276, over 2474999.74 frames. utt_duration=507 frames, utt_pad_proportion=0.06933, over 19581.31 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3006, pruned_loss=0.06332, over 2211589.85 frames. utt_duration=1308 frames, utt_pad_proportion=0.03953, over 6770.30 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3205, pruned_loss=0.08498, over 2475616.98 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07039, over 21011.64 utterances.], batch size: 212, lr: 4.41e-04
2022-08-24 17:23:20,115 INFO [train.py:927] (6/8) Epoch 8, batch 4750, giga_loss[loss=0.2575, simple_loss=0.3298, pruned_loss=0.09261, over 12388.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04455, over 146.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3203, pruned_loss=0.08533, over 2474311.80 frames. utt_duration=491.5 frames, utt_pad_proportion=0.07063, over 20197.97 utterances.], libri_tot_loss[loss=0.2136, simple_loss=0.3005, pruned_loss=0.06342, over 2221227.67 frames. utt_duration=1314 frames, utt_pad_proportion=0.0383, over 6767.57 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3227, pruned_loss=0.08782, over 2475453.41 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07208, over 21846.05 utterances.], batch size: 146, lr: 4.41e-04
2022-08-24 17:25:04,479 INFO [train.py:927] (6/8) Epoch 8, batch 4800, libri_loss[loss=0.1775, simple_loss=0.2624, pruned_loss=0.04629, over 12233.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008302, over 29.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3202, pruned_loss=0.08595, over 2474129.28 frames. utt_duration=492.8 frames, utt_pad_proportion=0.0689, over 20142.52 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.3001, pruned_loss=0.0634, over 2228345.25 frames. utt_duration=1319 frames, utt_pad_proportion=0.03754, over 6767.50 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3229, pruned_loss=0.08859, over 2475408.71 frames. utt_duration=454.7 frames, utt_pad_proportion=0.07069, over 21843.95 utterances.], batch size: 29, lr: 4.41e-04
2022-08-24 17:26:47,718 INFO [train.py:927] (6/8) Epoch 8, batch 4850, giga_loss[loss=0.2167, simple_loss=0.3064, pruned_loss=0.06351, over 12485.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03916, over 31.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.08472, over 2473756.50 frames. utt_duration=489.7 frames, utt_pad_proportion=0.06958, over 20265.29 utterances.], libri_tot_loss[loss=0.2134, simple_loss=0.3002, pruned_loss=0.06331, over 2235202.41 frames. utt_duration=1320 frames, utt_pad_proportion=0.03675, over 6781.24 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3232, pruned_loss=0.08751, over 2475173.55 frames. utt_duration=451.7 frames, utt_pad_proportion=0.07149, over 21990.54 utterances.], batch size: 31, lr: 4.41e-04
2022-08-24 17:28:34,503 INFO [train.py:927] (6/8) Epoch 8, batch 4900, giga_loss[loss=0.2472, simple_loss=0.3237, pruned_loss=0.08538, over 12368.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.04094, over 113.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3187, pruned_loss=0.08396, over 2473732.48 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07177, over 20977.44 utterances.], libri_tot_loss[loss=0.213, simple_loss=0.2998, pruned_loss=0.06312, over 2241871.47 frames. utt_duration=1320 frames, utt_pad_proportion=0.03629, over 6799.51 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3217, pruned_loss=0.08689, over 2475206.94 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07348, over 22694.56 utterances.], batch size: 113, lr: 4.41e-04
2022-08-24 17:30:18,606 INFO [train.py:927] (6/8) Epoch 8, batch 4950, giga_loss[loss=0.2862, simple_loss=0.3489, pruned_loss=0.1117, over 12368.00 frames. utt_duration=273.3 frames, utt_pad_proportion=0.06067, over 182.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3163, pruned_loss=0.08264, over 2473391.73 frames. utt_duration=484.7 frames, utt_pad_proportion=0.0722, over 20472.67 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2988, pruned_loss=0.06248, over 2252206.57 frames. utt_duration=1324 frames, utt_pad_proportion=0.03587, over 6809.56 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3204, pruned_loss=0.0865, over 2475486.84 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07424, over 22513.13 utterances.], batch size: 182, lr: 4.41e-04
2022-08-24 17:32:06,111 INFO [train.py:927] (6/8) Epoch 8, batch 5000, giga_loss[loss=0.2759, simple_loss=0.3536, pruned_loss=0.09905, over 12396.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.04436, over 146.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3186, pruned_loss=0.08331, over 2473043.70 frames. utt_duration=487.5 frames, utt_pad_proportion=0.06898, over 20352.12 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2983, pruned_loss=0.06227, over 2259172.77 frames. utt_duration=1332 frames, utt_pad_proportion=0.03493, over 6794.49 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3229, pruned_loss=0.08722, over 2475334.03 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07146, over 22433.42 utterances.], batch size: 146, lr: 4.41e-04
2022-08-24 17:33:49,817 INFO [train.py:927] (6/8) Epoch 8, batch 5050, giga_loss[loss=0.2732, simple_loss=0.3443, pruned_loss=0.101, over 12361.00 frames. utt_duration=476.8 frames, utt_pad_proportion=0.03476, over 104.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3213, pruned_loss=0.08338, over 2473771.37 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07158, over 20709.44 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2986, pruned_loss=0.06238, over 2265140.48 frames. utt_duration=1332 frames, utt_pad_proportion=0.03466, over 6812.44 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3251, pruned_loss=0.08697, over 2475972.78 frames. utt_duration=436.9 frames, utt_pad_proportion=0.07372, over 22743.51 utterances.], batch size: 104, lr: 4.41e-04
2022-08-24 17:35:34,184 INFO [train.py:927] (6/8) Epoch 8, batch 5100, libri_loss[loss=0.1914, simple_loss=0.2694, pruned_loss=0.05673, over 12265.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01094, over 28.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3234, pruned_loss=0.08476, over 2474268.69 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06732, over 20321.30 utterances.], libri_tot_loss[loss=0.2119, simple_loss=0.2987, pruned_loss=0.06255, over 2268051.30 frames. utt_duration=1331 frames, utt_pad_proportion=0.0347, over 6825.07 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3266, pruned_loss=0.08778, over 2476208.08 frames. utt_duration=449.5 frames, utt_pad_proportion=0.06955, over 22104.89 utterances.], batch size: 28, lr: 4.41e-04
2022-08-24 17:37:21,271 INFO [train.py:927] (6/8) Epoch 8, batch 5150, giga_loss[loss=0.2041, simple_loss=0.2827, pruned_loss=0.06271, over 12177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03304, over 39.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.323, pruned_loss=0.08515, over 2473644.17 frames. utt_duration=499.7 frames, utt_pad_proportion=0.06855, over 19858.91 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2987, pruned_loss=0.06279, over 2276931.33 frames. utt_duration=1321 frames, utt_pad_proportion=0.03876, over 6904.56 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3266, pruned_loss=0.08831, over 2475405.94 frames. utt_duration=456.2 frames, utt_pad_proportion=0.06974, over 21775.81 utterances.], batch size: 39, lr: 4.41e-04
2022-08-24 17:39:05,967 INFO [train.py:927] (6/8) Epoch 8, batch 5200, giga_loss[loss=0.2489, simple_loss=0.3249, pruned_loss=0.08651, over 12444.00 frames. utt_duration=509.4 frames, utt_pad_proportion=0.03527, over 98.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3214, pruned_loss=0.08494, over 2473848.38 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06644, over 19483.20 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2988, pruned_loss=0.06281, over 2284390.79 frames. utt_duration=1324 frames, utt_pad_proportion=0.0375, over 6909.36 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3251, pruned_loss=0.08825, over 2475510.97 frames. utt_duration=462.5 frames, utt_pad_proportion=0.06829, over 21475.95 utterances.], batch size: 98, lr: 4.41e-04
2022-08-24 17:40:54,244 INFO [train.py:927] (6/8) Epoch 8, batch 5250, giga_loss[loss=0.275, simple_loss=0.3422, pruned_loss=0.1039, over 12403.00 frames. utt_duration=341.4 frames, utt_pad_proportion=0.04372, over 146.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3223, pruned_loss=0.08563, over 2474168.92 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06438, over 19976.63 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2993, pruned_loss=0.06272, over 2286888.04 frames. utt_duration=1327 frames, utt_pad_proportion=0.0371, over 6899.75 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3251, pruned_loss=0.08862, over 2475785.78 frames. utt_duration=457.2 frames, utt_pad_proportion=0.06619, over 21731.78 utterances.], batch size: 146, lr: 4.41e-04
2022-08-24 17:42:39,021 INFO [train.py:927] (6/8) Epoch 8, batch 5300, giga_loss[loss=0.234, simple_loss=0.3037, pruned_loss=0.08217, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02841, over 70.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3214, pruned_loss=0.08587, over 2473996.09 frames. utt_duration=487.2 frames, utt_pad_proportion=0.06873, over 20372.24 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2994, pruned_loss=0.06274, over 2290299.86 frames. utt_duration=1330 frames, utt_pad_proportion=0.03654, over 6897.71 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.324, pruned_loss=0.08868, over 2475584.29 frames. utt_duration=451 frames, utt_pad_proportion=0.07025, over 22028.45 utterances.], batch size: 70, lr: 4.41e-04
2022-08-24 17:44:23,259 INFO [train.py:927] (6/8) Epoch 8, batch 5350, giga_loss[loss=0.2516, simple_loss=0.3313, pruned_loss=0.08597, over 12392.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02427, over 48.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3215, pruned_loss=0.08577, over 2474253.77 frames. utt_duration=482.9 frames, utt_pad_proportion=0.07058, over 20559.60 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2995, pruned_loss=0.06283, over 2292946.80 frames. utt_duration=1317 frames, utt_pad_proportion=0.0412, over 6972.29 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3237, pruned_loss=0.08822, over 2475593.64 frames. utt_duration=452 frames, utt_pad_proportion=0.07044, over 21977.44 utterances.], batch size: 48, lr: 4.41e-04
2022-08-24 17:46:10,323 INFO [train.py:927] (6/8) Epoch 8, batch 5400, giga_loss[loss=0.2079, simple_loss=0.2911, pruned_loss=0.0624, over 12243.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.03703, over 28.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3219, pruned_loss=0.08606, over 2473912.64 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07116, over 20710.07 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2989, pruned_loss=0.06254, over 2298185.76 frames. utt_duration=1318 frames, utt_pad_proportion=0.04129, over 6983.59 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3248, pruned_loss=0.08887, over 2475108.28 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07128, over 22203.92 utterances.], batch size: 28, lr: 4.41e-04
2022-08-24 17:47:55,126 INFO [train.py:927] (6/8) Epoch 8, batch 5450, giga_loss[loss=0.2166, simple_loss=0.3226, pruned_loss=0.05534, over 12455.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03107, over 75.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3226, pruned_loss=0.08412, over 2474311.01 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06893, over 20193.12 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2986, pruned_loss=0.06241, over 2302518.83 frames. utt_duration=1321 frames, utt_pad_proportion=0.04058, over 6980.18 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3258, pruned_loss=0.087, over 2475281.07 frames. utt_duration=457.8 frames, utt_pad_proportion=0.0696, over 21698.98 utterances.], batch size: 75, lr: 4.40e-04
2022-08-24 17:49:46,316 INFO [train.py:927] (6/8) Epoch 8, batch 5500, giga_loss[loss=0.3218, simple_loss=0.3662, pruned_loss=0.1387, over 12354.00 frames. utt_duration=137.1 frames, utt_pad_proportion=0.1935, over 364.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3241, pruned_loss=0.08377, over 2474077.76 frames. utt_duration=501.2 frames, utt_pad_proportion=0.07038, over 19802.48 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2987, pruned_loss=0.06235, over 2309004.82 frames. utt_duration=1326 frames, utt_pad_proportion=0.03942, over 6974.13 utterances.], giga_tot_loss[loss=0.2505, simple_loss=0.3273, pruned_loss=0.08687, over 2475105.47 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07141, over 21465.72 utterances.], batch size: 364, lr: 4.40e-04
2022-08-24 17:51:28,907 INFO [train.py:927] (6/8) Epoch 8, batch 5550, giga_loss[loss=0.2722, simple_loss=0.347, pruned_loss=0.09876, over 12372.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.0336, over 122.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.3264, pruned_loss=0.08616, over 2474936.93 frames. utt_duration=487.9 frames, utt_pad_proportion=0.06789, over 20352.16 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2985, pruned_loss=0.06225, over 2311151.83 frames. utt_duration=1328 frames, utt_pad_proportion=0.03897, over 6969.56 utterances.], giga_tot_loss[loss=0.2538, simple_loss=0.3295, pruned_loss=0.08901, over 2476049.45 frames. utt_duration=454.6 frames, utt_pad_proportion=0.0691, over 21857.62 utterances.], batch size: 122, lr: 4.40e-04
2022-08-24 17:53:14,162 INFO [train.py:927] (6/8) Epoch 8, batch 5600, giga_loss[loss=0.2292, simple_loss=0.3155, pruned_loss=0.07147, over 12381.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04122, over 133.00 utterances.], tot_loss[loss=0.2494, simple_loss=0.326, pruned_loss=0.08646, over 2473819.03 frames. utt_duration=488.5 frames, utt_pad_proportion=0.06862, over 20316.67 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2983, pruned_loss=0.06216, over 2315535.35 frames. utt_duration=1332 frames, utt_pad_proportion=0.03812, over 6961.61 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3294, pruned_loss=0.08948, over 2475130.20 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07008, over 21891.90 utterances.], batch size: 133, lr: 4.40e-04
2022-08-24 17:54:59,608 INFO [train.py:927] (6/8) Epoch 8, batch 5650, giga_loss[loss=0.237, simple_loss=0.3175, pruned_loss=0.07825, over 12432.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02301, over 48.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3246, pruned_loss=0.08401, over 2474546.98 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06647, over 19568.16 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2982, pruned_loss=0.06205, over 2319690.49 frames. utt_duration=1333 frames, utt_pad_proportion=0.03775, over 6969.64 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3281, pruned_loss=0.08703, over 2475390.17 frames. utt_duration=470.6 frames, utt_pad_proportion=0.06816, over 21106.09 utterances.], batch size: 48, lr: 4.40e-04
2022-08-24 17:56:47,215 INFO [train.py:927] (6/8) Epoch 8, batch 5700, libri_loss[loss=0.213, simple_loss=0.3142, pruned_loss=0.05588, over 12332.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006957, over 33.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3266, pruned_loss=0.08552, over 2474706.91 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06791, over 20146.18 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2979, pruned_loss=0.06188, over 2322099.63 frames. utt_duration=1337 frames, utt_pad_proportion=0.03736, over 6957.17 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3299, pruned_loss=0.08836, over 2475291.77 frames. utt_duration=461 frames, utt_pad_proportion=0.06934, over 21548.41 utterances.], batch size: 33, lr: 4.40e-04
2022-08-24 17:58:33,505 INFO [train.py:927] (6/8) Epoch 8, batch 5750, giga_loss[loss=0.2525, simple_loss=0.3297, pruned_loss=0.08762, over 12438.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03795, over 123.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3269, pruned_loss=0.08585, over 2474651.84 frames. utt_duration=473 frames, utt_pad_proportion=0.07123, over 20995.12 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.299, pruned_loss=0.06201, over 2323342.61 frames. utt_duration=1338 frames, utt_pad_proportion=0.03707, over 6952.62 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3288, pruned_loss=0.08818, over 2475344.53 frames. utt_duration=447.2 frames, utt_pad_proportion=0.0723, over 22214.56 utterances.], batch size: 123, lr: 4.40e-04
2022-08-24 18:00:20,499 INFO [train.py:927] (6/8) Epoch 8, batch 5800, giga_loss[loss=0.1893, simple_loss=0.2734, pruned_loss=0.05259, over 12314.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02741, over 45.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.3239, pruned_loss=0.08461, over 2474118.47 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06912, over 20143.18 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2989, pruned_loss=0.06187, over 2325697.75 frames. utt_duration=1339 frames, utt_pad_proportion=0.03686, over 6957.38 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.326, pruned_loss=0.087, over 2475267.42 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07035, over 21350.68 utterances.], batch size: 45, lr: 4.40e-04
2022-08-24 18:02:04,231 INFO [train.py:927] (6/8) Epoch 8, batch 5850, libri_loss[loss=0.1609, simple_loss=0.2534, pruned_loss=0.03422, over 12256.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01218, over 28.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3223, pruned_loss=0.08509, over 2474371.01 frames. utt_duration=475.3 frames, utt_pad_proportion=0.07641, over 20888.02 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2984, pruned_loss=0.06167, over 2329461.93 frames. utt_duration=1341 frames, utt_pad_proportion=0.03618, over 6956.36 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.325, pruned_loss=0.0877, over 2475238.87 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07742, over 22159.74 utterances.], batch size: 28, lr: 4.40e-04
2022-08-24 18:03:46,427 INFO [train.py:927] (6/8) Epoch 8, batch 5900, giga_loss[loss=0.2088, simple_loss=0.302, pruned_loss=0.05782, over 12407.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03787, over 123.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3203, pruned_loss=0.08361, over 2473819.16 frames. utt_duration=455 frames, utt_pad_proportion=0.07775, over 21818.80 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2984, pruned_loss=0.06162, over 2332762.14 frames. utt_duration=1342 frames, utt_pad_proportion=0.03566, over 6963.33 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.323, pruned_loss=0.08625, over 2474765.03 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07891, over 23147.54 utterances.], batch size: 123, lr: 4.40e-04
2022-08-24 18:05:34,824 INFO [train.py:927] (6/8) Epoch 8, batch 5950, giga_loss[loss=0.1842, simple_loss=0.2643, pruned_loss=0.05209, over 12255.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.025, over 28.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3176, pruned_loss=0.08178, over 2474132.08 frames. utt_duration=460.4 frames, utt_pad_proportion=0.07427, over 21567.29 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2985, pruned_loss=0.06193, over 2336030.18 frames. utt_duration=1338 frames, utt_pad_proportion=0.03623, over 6991.76 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3201, pruned_loss=0.0841, over 2475114.78 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07554, over 22931.94 utterances.], batch size: 28, lr: 4.40e-04
2022-08-24 18:07:20,894 INFO [train.py:927] (6/8) Epoch 8, batch 6000, libri_loss[loss=0.2406, simple_loss=0.3266, pruned_loss=0.0773, over 12455.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.364, over 123.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3157, pruned_loss=0.08142, over 2474212.15 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07313, over 21486.26 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.298, pruned_loss=0.06179, over 2340196.58 frames. utt_duration=1329 frames, utt_pad_proportion=0.04137, over 7052.57 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3187, pruned_loss=0.08406, over 2475572.49 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07309, over 23009.41 utterances.], batch size: 123, lr: 4.40e-04
2022-08-24 18:07:20,895 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 18:07:35,605 INFO [train.py:967] (6/8) Epoch 8, validation: loss=0.1868, simple_loss=0.293, pruned_loss=0.0403, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 18:09:18,179 INFO [train.py:927] (6/8) Epoch 8, batch 6050, libri_loss[loss=0.2105, simple_loss=0.3048, pruned_loss=0.05807, over 12490.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.007169, over 33.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3162, pruned_loss=0.08152, over 2474397.45 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07173, over 21240.71 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2981, pruned_loss=0.06175, over 2341467.20 frames. utt_duration=1330 frames, utt_pad_proportion=0.04104, over 7048.05 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3187, pruned_loss=0.0838, over 2475504.83 frames. utt_duration=440.1 frames, utt_pad_proportion=0.07196, over 22573.82 utterances.], batch size: 33, lr: 4.40e-04
2022-08-24 18:11:03,439 INFO [train.py:927] (6/8) Epoch 8, batch 6100, giga_loss[loss=0.2834, simple_loss=0.3335, pruned_loss=0.1167, over 12352.00 frames. utt_duration=134.7 frames, utt_pad_proportion=0.2078, over 371.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.317, pruned_loss=0.08224, over 2474288.92 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07861, over 22131.14 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.298, pruned_loss=0.06174, over 2343507.99 frames. utt_duration=1334 frames, utt_pad_proportion=0.04062, over 7034.37 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3193, pruned_loss=0.08433, over 2475120.19 frames. utt_duration=424.7 frames, utt_pad_proportion=0.07865, over 23393.25 utterances.], batch size: 371, lr: 4.40e-04
2022-08-24 18:12:48,810 INFO [train.py:927] (6/8) Epoch 8, batch 6150, giga_loss[loss=0.2786, simple_loss=0.3479, pruned_loss=0.1047, over 12396.00 frames. utt_duration=404.6 frames, utt_pad_proportion=0.03674, over 123.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3176, pruned_loss=0.08276, over 2474847.95 frames. utt_duration=440.5 frames, utt_pad_proportion=0.08168, over 22546.34 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2982, pruned_loss=0.06173, over 2347570.63 frames. utt_duration=1329 frames, utt_pad_proportion=0.04089, over 7071.81 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3198, pruned_loss=0.08509, over 2475936.83 frames. utt_duration=414 frames, utt_pad_proportion=0.08192, over 24010.36 utterances.], batch size: 123, lr: 4.40e-04
2022-08-24 18:14:35,825 INFO [train.py:927] (6/8) Epoch 8, batch 6200, giga_loss[loss=0.2531, simple_loss=0.3326, pruned_loss=0.08675, over 12400.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02599, over 91.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3191, pruned_loss=0.08383, over 2474624.66 frames. utt_duration=446.4 frames, utt_pad_proportion=0.08392, over 22247.97 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2981, pruned_loss=0.06198, over 2354545.48 frames. utt_duration=1328 frames, utt_pad_proportion=0.04031, over 7099.34 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.322, pruned_loss=0.08661, over 2475370.35 frames. utt_duration=410.4 frames, utt_pad_proportion=0.08489, over 24211.06 utterances.], batch size: 91, lr: 4.40e-04
2022-08-24 18:16:22,560 INFO [train.py:927] (6/8) Epoch 8, batch 6250, giga_loss[loss=0.2249, simple_loss=0.3116, pruned_loss=0.06914, over 12345.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03317, over 51.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3191, pruned_loss=0.08426, over 2475094.51 frames. utt_duration=447.3 frames, utt_pad_proportion=0.08608, over 22207.30 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2983, pruned_loss=0.06199, over 2358066.76 frames. utt_duration=1327 frames, utt_pad_proportion=0.03967, over 7113.43 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3219, pruned_loss=0.08708, over 2475738.55 frames. utt_duration=411 frames, utt_pad_proportion=0.08725, over 24183.08 utterances.], batch size: 51, lr: 4.40e-04
2022-08-24 18:18:08,357 INFO [train.py:927] (6/8) Epoch 8, batch 6300, libri_loss[loss=0.2052, simple_loss=0.2984, pruned_loss=0.05599, over 12465.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0184, over 43.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3206, pruned_loss=0.08365, over 2476069.70 frames. utt_duration=460.4 frames, utt_pad_proportion=0.0809, over 21579.09 utterances.], libri_tot_loss[loss=0.2118, simple_loss=0.299, pruned_loss=0.06229, over 2362961.91 frames. utt_duration=1301 frames, utt_pad_proportion=0.0484, over 7275.62 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.323, pruned_loss=0.08653, over 2476350.05 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08074, over 23587.85 utterances.], batch size: 43, lr: 4.39e-04
2022-08-24 18:19:56,367 INFO [train.py:927] (6/8) Epoch 8, batch 6350, giga_loss[loss=0.2463, simple_loss=0.3205, pruned_loss=0.086, over 12359.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03034, over 85.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3189, pruned_loss=0.08298, over 2475610.33 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07895, over 21012.84 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2984, pruned_loss=0.06201, over 2365592.71 frames. utt_duration=1306 frames, utt_pad_proportion=0.04758, over 7250.97 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3218, pruned_loss=0.08596, over 2475965.77 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07936, over 22943.06 utterances.], batch size: 85, lr: 4.39e-04
2022-08-24 18:21:44,349 INFO [train.py:927] (6/8) Epoch 8, batch 6400, giga_loss[loss=0.2119, simple_loss=0.2949, pruned_loss=0.06444, over 12215.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03994, over 28.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3194, pruned_loss=0.08449, over 2475417.65 frames. utt_duration=446.7 frames, utt_pad_proportion=0.08293, over 22237.51 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2984, pruned_loss=0.06186, over 2367636.08 frames. utt_duration=1307 frames, utt_pad_proportion=0.0469, over 7254.84 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3222, pruned_loss=0.0874, over 2475851.53 frames. utt_duration=413.5 frames, utt_pad_proportion=0.08332, over 24032.67 utterances.], batch size: 28, lr: 4.39e-04
2022-08-24 18:23:30,019 INFO [train.py:927] (6/8) Epoch 8, batch 6450, giga_loss[loss=0.2419, simple_loss=0.321, pruned_loss=0.08138, over 12207.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.03504, over 33.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.32, pruned_loss=0.08576, over 2475086.54 frames. utt_duration=437.9 frames, utt_pad_proportion=0.08467, over 22682.99 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2985, pruned_loss=0.062, over 2369292.51 frames. utt_duration=1293 frames, utt_pad_proportion=0.0517, over 7336.15 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3223, pruned_loss=0.08827, over 2475383.59 frames. utt_duration=409.9 frames, utt_pad_proportion=0.08391, over 24242.01 utterances.], batch size: 33, lr: 4.39e-04
2022-08-24 18:25:17,832 INFO [train.py:927] (6/8) Epoch 8, batch 6500, giga_loss[loss=0.2286, simple_loss=0.3053, pruned_loss=0.07598, over 12456.00 frames. utt_duration=543.1 frames, utt_pad_proportion=0.03185, over 92.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3193, pruned_loss=0.08569, over 2475298.06 frames. utt_duration=438.4 frames, utt_pad_proportion=0.08727, over 22657.97 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2982, pruned_loss=0.06181, over 2371630.25 frames. utt_duration=1284 frames, utt_pad_proportion=0.0548, over 7396.19 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3219, pruned_loss=0.08837, over 2475795.22 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08594, over 24184.50 utterances.], batch size: 92, lr: 4.39e-04
2022-08-24 18:27:01,409 INFO [train.py:927] (6/8) Epoch 8, batch 6550, giga_loss[loss=0.2801, simple_loss=0.3567, pruned_loss=0.1018, over 12373.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03075, over 51.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3208, pruned_loss=0.08674, over 2474531.31 frames. utt_duration=454.3 frames, utt_pad_proportion=0.08229, over 21857.01 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.298, pruned_loss=0.06176, over 2373596.65 frames. utt_duration=1289 frames, utt_pad_proportion=0.054, over 7375.40 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3235, pruned_loss=0.08933, over 2475011.31 frames. utt_duration=425.4 frames, utt_pad_proportion=0.08186, over 23349.97 utterances.], batch size: 51, lr: 4.39e-04
2022-08-24 18:28:45,380 INFO [train.py:927] (6/8) Epoch 8, batch 6600, giga_loss[loss=0.2555, simple_loss=0.3221, pruned_loss=0.09451, over 12414.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04321, over 146.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3241, pruned_loss=0.08985, over 2474953.02 frames. utt_duration=437.5 frames, utt_pad_proportion=0.08404, over 22703.46 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2987, pruned_loss=0.06191, over 2375745.53 frames. utt_duration=1287 frames, utt_pad_proportion=0.05322, over 7392.74 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.326, pruned_loss=0.09225, over 2475200.04 frames. utt_duration=411.8 frames, utt_pad_proportion=0.08397, over 24131.14 utterances.], batch size: 146, lr: 4.39e-04
2022-08-24 18:30:30,735 INFO [train.py:927] (6/8) Epoch 8, batch 6650, giga_loss[loss=0.2583, simple_loss=0.3326, pruned_loss=0.09193, over 12378.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03357, over 80.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3229, pruned_loss=0.08805, over 2474153.97 frames. utt_duration=457.7 frames, utt_pad_proportion=0.08164, over 21690.40 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2987, pruned_loss=0.06187, over 2378750.88 frames. utt_duration=1286 frames, utt_pad_proportion=0.0523, over 7407.25 utterances.], giga_tot_loss[loss=0.2537, simple_loss=0.3253, pruned_loss=0.091, over 2475169.71 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08236, over 23379.08 utterances.], batch size: 80, lr: 4.39e-04
2022-08-24 18:32:15,712 INFO [train.py:927] (6/8) Epoch 8, batch 6700, libri_loss[loss=0.1851, simple_loss=0.27, pruned_loss=0.05008, over 12447.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006657, over 32.00 utterances.], tot_loss[loss=0.2492, simple_loss=0.323, pruned_loss=0.08766, over 2474463.06 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07882, over 20914.69 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2987, pruned_loss=0.06192, over 2382817.96 frames. utt_duration=1292 frames, utt_pad_proportion=0.05068, over 7386.16 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3259, pruned_loss=0.09095, over 2475007.44 frames. utt_duration=435.5 frames, utt_pad_proportion=0.08043, over 22809.37 utterances.], batch size: 32, lr: 4.39e-04
2022-08-24 18:34:01,015 INFO [train.py:927] (6/8) Epoch 8, batch 6750, giga_loss[loss=0.2423, simple_loss=0.319, pruned_loss=0.08277, over 12413.00 frames. utt_duration=547.2 frames, utt_pad_proportion=0.02462, over 91.00 utterances.], tot_loss[loss=0.2489, simple_loss=0.3231, pruned_loss=0.08731, over 2474303.78 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07738, over 20186.38 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2988, pruned_loss=0.06195, over 2384680.50 frames. utt_duration=1278 frames, utt_pad_proportion=0.05482, over 7471.22 utterances.], giga_tot_loss[loss=0.2532, simple_loss=0.3257, pruned_loss=0.09035, over 2474688.10 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07795, over 21850.20 utterances.], batch size: 91, lr: 4.39e-04
2022-08-24 18:35:45,792 INFO [train.py:927] (6/8) Epoch 8, batch 6800, giga_loss[loss=0.2416, simple_loss=0.3228, pruned_loss=0.08015, over 12340.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03333, over 58.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3228, pruned_loss=0.08634, over 2474125.14 frames. utt_duration=499.5 frames, utt_pad_proportion=0.07082, over 19869.14 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2981, pruned_loss=0.06168, over 2388239.07 frames. utt_duration=1283 frames, utt_pad_proportion=0.05392, over 7452.41 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3265, pruned_loss=0.09003, over 2474793.36 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07231, over 21739.22 utterances.], batch size: 58, lr: 4.39e-04
2022-08-24 18:37:27,922 INFO [train.py:927] (6/8) Epoch 8, batch 6850, giga_loss[loss=0.2292, simple_loss=0.305, pruned_loss=0.07672, over 12391.00 frames. utt_duration=800.9 frames, utt_pad_proportion=0.03034, over 62.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3236, pruned_loss=0.08723, over 2474146.10 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07175, over 20775.63 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2978, pruned_loss=0.06154, over 2390678.09 frames. utt_duration=1288 frames, utt_pad_proportion=0.05266, over 7433.98 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3276, pruned_loss=0.09101, over 2474771.77 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07335, over 22650.66 utterances.], batch size: 62, lr: 4.39e-04
2022-08-24 18:39:11,080 INFO [train.py:927] (6/8) Epoch 8, batch 6900, libri_loss[loss=0.2204, simple_loss=0.3061, pruned_loss=0.06731, over 12142.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006397, over 35.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3222, pruned_loss=0.08622, over 2474590.79 frames. utt_duration=476.7 frames, utt_pad_proportion=0.07479, over 20826.12 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2972, pruned_loss=0.06131, over 2393807.85 frames. utt_duration=1293 frames, utt_pad_proportion=0.05143, over 7415.83 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3269, pruned_loss=0.09043, over 2475252.34 frames. utt_duration=434.4 frames, utt_pad_proportion=0.0765, over 22868.29 utterances.], batch size: 35, lr: 4.39e-04
2022-08-24 18:40:57,884 INFO [train.py:927] (6/8) Epoch 8, batch 6950, libri_loss[loss=0.1934, simple_loss=0.2738, pruned_loss=0.05653, over 12454.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005524, over 32.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3233, pruned_loss=0.08716, over 2474432.63 frames. utt_duration=470.7 frames, utt_pad_proportion=0.07394, over 21093.24 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2973, pruned_loss=0.06138, over 2395838.51 frames. utt_duration=1292 frames, utt_pad_proportion=0.05077, over 7424.38 utterances.], giga_tot_loss[loss=0.2548, simple_loss=0.3275, pruned_loss=0.09106, over 2474921.06 frames. utt_duration=431.1 frames, utt_pad_proportion=0.07574, over 23040.70 utterances.], batch size: 32, lr: 4.39e-04
2022-08-24 18:42:47,434 INFO [train.py:927] (6/8) Epoch 8, batch 7000, giga_loss[loss=0.2183, simple_loss=0.3063, pruned_loss=0.06516, over 12446.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03175, over 75.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3242, pruned_loss=0.08895, over 2474532.98 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07647, over 21396.92 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2977, pruned_loss=0.06163, over 2397128.79 frames. utt_duration=1276 frames, utt_pad_proportion=0.05516, over 7521.93 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3275, pruned_loss=0.09217, over 2474809.90 frames. utt_duration=431.2 frames, utt_pad_proportion=0.07655, over 23034.09 utterances.], batch size: 75, lr: 4.39e-04
2022-08-24 18:44:32,080 INFO [train.py:927] (6/8) Epoch 8, batch 7050, giga_loss[loss=0.2492, simple_loss=0.3188, pruned_loss=0.08979, over 12342.00 frames. utt_duration=852.6 frames, utt_pad_proportion=0.03333, over 58.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3257, pruned_loss=0.08947, over 2474531.35 frames. utt_duration=470.6 frames, utt_pad_proportion=0.07478, over 21098.99 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2982, pruned_loss=0.06173, over 2399295.63 frames. utt_duration=1280 frames, utt_pad_proportion=0.05389, over 7507.44 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3288, pruned_loss=0.09272, over 2474882.43 frames. utt_duration=435.6 frames, utt_pad_proportion=0.07553, over 22801.77 utterances.], batch size: 58, lr: 4.39e-04
2022-08-24 18:46:16,063 INFO [train.py:927] (6/8) Epoch 8, batch 7100, giga_loss[loss=0.2569, simple_loss=0.3282, pruned_loss=0.09278, over 12379.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05965, over 182.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3252, pruned_loss=0.08892, over 2474316.50 frames. utt_duration=471.5 frames, utt_pad_proportion=0.075, over 21057.55 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2985, pruned_loss=0.06194, over 2401084.49 frames. utt_duration=1284 frames, utt_pad_proportion=0.05286, over 7487.91 utterances.], giga_tot_loss[loss=0.256, simple_loss=0.328, pruned_loss=0.09196, over 2474658.36 frames. utt_duration=436.7 frames, utt_pad_proportion=0.07601, over 22741.84 utterances.], batch size: 182, lr: 4.39e-04
2022-08-24 18:47:57,913 INFO [train.py:927] (6/8) Epoch 8, batch 7150, giga_loss[loss=0.2227, simple_loss=0.3108, pruned_loss=0.06724, over 12374.00 frames. utt_duration=443.4 frames, utt_pad_proportion=0.03189, over 112.00 utterances.], tot_loss[loss=0.251, simple_loss=0.3254, pruned_loss=0.08833, over 2474068.00 frames. utt_duration=471 frames, utt_pad_proportion=0.07427, over 21077.67 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2988, pruned_loss=0.06195, over 2402625.35 frames. utt_duration=1286 frames, utt_pad_proportion=0.05215, over 7483.86 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3279, pruned_loss=0.09132, over 2474584.65 frames. utt_duration=437.2 frames, utt_pad_proportion=0.07547, over 22718.56 utterances.], batch size: 112, lr: 4.38e-04
2022-08-24 18:49:44,543 INFO [train.py:927] (6/8) Epoch 8, batch 7200, giga_loss[loss=0.2516, simple_loss=0.323, pruned_loss=0.09007, over 12471.00 frames. utt_duration=908.4 frames, utt_pad_proportion=0.02945, over 55.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3235, pruned_loss=0.08776, over 2474592.42 frames. utt_duration=474.1 frames, utt_pad_proportion=0.0755, over 20945.09 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2987, pruned_loss=0.06192, over 2403485.14 frames. utt_duration=1287 frames, utt_pad_proportion=0.05153, over 7479.58 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3258, pruned_loss=0.09046, over 2475172.37 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07664, over 22411.87 utterances.], batch size: 55, lr: 4.38e-04
2022-08-24 18:51:31,819 INFO [train.py:927] (6/8) Epoch 8, batch 7250, giga_loss[loss=0.2775, simple_loss=0.3404, pruned_loss=0.1073, over 12405.00 frames. utt_duration=234.4 frames, utt_pad_proportion=0.07719, over 213.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3211, pruned_loss=0.08707, over 2474343.37 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07411, over 20996.30 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2986, pruned_loss=0.06179, over 2403912.70 frames. utt_duration=1283 frames, utt_pad_proportion=0.05192, over 7500.66 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3233, pruned_loss=0.08954, over 2475061.61 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07508, over 22253.52 utterances.], batch size: 213, lr: 4.38e-04
2022-08-24 18:53:20,208 INFO [train.py:927] (6/8) Epoch 8, batch 7300, giga_loss[loss=0.3173, simple_loss=0.3626, pruned_loss=0.136, over 12385.00 frames. utt_duration=193.5 frames, utt_pad_proportion=0.1042, over 258.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3191, pruned_loss=0.08654, over 2474141.17 frames. utt_duration=470.1 frames, utt_pad_proportion=0.07779, over 21117.45 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2987, pruned_loss=0.06188, over 2405428.52 frames. utt_duration=1284 frames, utt_pad_proportion=0.05122, over 7499.61 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3211, pruned_loss=0.08888, over 2474608.60 frames. utt_duration=444.1 frames, utt_pad_proportion=0.07875, over 22363.65 utterances.], batch size: 258, lr: 4.38e-04
2022-08-24 18:55:08,398 INFO [train.py:927] (6/8) Epoch 8, batch 7350, giga_loss[loss=0.21, simple_loss=0.3068, pruned_loss=0.05655, over 12352.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02932, over 91.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3183, pruned_loss=0.08408, over 2474816.08 frames. utt_duration=458.1 frames, utt_pad_proportion=0.07415, over 21680.80 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2985, pruned_loss=0.06178, over 2407877.17 frames. utt_duration=1284 frames, utt_pad_proportion=0.05031, over 7508.81 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3208, pruned_loss=0.08679, over 2475125.57 frames. utt_duration=429.8 frames, utt_pad_proportion=0.07562, over 23113.47 utterances.], batch size: 91, lr: 4.38e-04
2022-08-24 18:56:53,537 INFO [train.py:927] (6/8) Epoch 8, batch 7400, giga_loss[loss=0.2317, simple_loss=0.316, pruned_loss=0.0737, over 12441.00 frames. utt_duration=623.6 frames, utt_pad_proportion=0.0317, over 80.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3163, pruned_loss=0.0807, over 2475454.05 frames. utt_duration=443.6 frames, utt_pad_proportion=0.07269, over 22397.84 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2981, pruned_loss=0.06159, over 2408837.96 frames. utt_duration=1287 frames, utt_pad_proportion=0.04977, over 7493.27 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3188, pruned_loss=0.08327, over 2475722.01 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07413, over 23730.61 utterances.], batch size: 80, lr: 4.38e-04
2022-08-24 18:58:40,654 INFO [train.py:927] (6/8) Epoch 8, batch 7450, giga_loss[loss=0.2276, simple_loss=0.3184, pruned_loss=0.06839, over 12348.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03286, over 97.00 utterances.], tot_loss[loss=0.2343, simple_loss=0.3137, pruned_loss=0.07747, over 2476075.56 frames. utt_duration=428.7 frames, utt_pad_proportion=0.07406, over 23182.61 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2984, pruned_loss=0.06165, over 2410499.35 frames. utt_duration=1290 frames, utt_pad_proportion=0.0488, over 7485.12 utterances.], giga_tot_loss[loss=0.2377, simple_loss=0.3157, pruned_loss=0.07986, over 2476279.07 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07552, over 24601.94 utterances.], batch size: 97, lr: 4.38e-04
2022-08-24 19:00:30,812 INFO [train.py:927] (6/8) Epoch 8, batch 7500, libri_loss[loss=0.2115, simple_loss=0.3098, pruned_loss=0.05657, over 12463.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005144, over 35.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3149, pruned_loss=0.07623, over 2476573.82 frames. utt_duration=417.9 frames, utt_pad_proportion=0.07512, over 23786.17 utterances.], libri_tot_loss[loss=0.2117, simple_loss=0.2996, pruned_loss=0.06189, over 2413721.71 frames. utt_duration=1273 frames, utt_pad_proportion=0.05253, over 7594.92 utterances.], giga_tot_loss[loss=0.2366, simple_loss=0.3161, pruned_loss=0.07856, over 2476453.83 frames. utt_duration=390 frames, utt_pad_proportion=0.07567, over 25492.09 utterances.], batch size: 35, lr: 4.38e-04
2022-08-24 19:02:14,642 INFO [train.py:927] (6/8) Epoch 8, batch 7550, giga_loss[loss=0.2139, simple_loss=0.3021, pruned_loss=0.06284, over 12451.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.0364, over 133.00 utterances.], tot_loss[loss=0.2307, simple_loss=0.3125, pruned_loss=0.07443, over 2476367.10 frames. utt_duration=413.2 frames, utt_pad_proportion=0.07441, over 24057.09 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2998, pruned_loss=0.0621, over 2414954.45 frames. utt_duration=1259 frames, utt_pad_proportion=0.05661, over 7682.71 utterances.], giga_tot_loss[loss=0.2331, simple_loss=0.3136, pruned_loss=0.07633, over 2476284.66 frames. utt_duration=388 frames, utt_pad_proportion=0.07399, over 25626.94 utterances.], batch size: 133, lr: 4.38e-04
2022-08-24 19:03:57,901 INFO [train.py:927] (6/8) Epoch 8, batch 7600, giga_loss[loss=0.2602, simple_loss=0.327, pruned_loss=0.09672, over 12403.00 frames. utt_duration=194.4 frames, utt_pad_proportion=0.09978, over 257.00 utterances.], tot_loss[loss=0.2284, simple_loss=0.3107, pruned_loss=0.07307, over 2476757.74 frames. utt_duration=410 frames, utt_pad_proportion=0.07155, over 24251.44 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.3, pruned_loss=0.06226, over 2415881.71 frames. utt_duration=1257 frames, utt_pad_proportion=0.05653, over 7697.70 utterances.], giga_tot_loss[loss=0.2304, simple_loss=0.3115, pruned_loss=0.07464, over 2476961.13 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07152, over 25771.92 utterances.], batch size: 257, lr: 4.38e-04
2022-08-24 19:05:43,829 INFO [train.py:927] (6/8) Epoch 8, batch 7650, giga_loss[loss=0.2148, simple_loss=0.307, pruned_loss=0.06127, over 12392.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03728, over 113.00 utterances.], tot_loss[loss=0.2254, simple_loss=0.3088, pruned_loss=0.07102, over 2476321.26 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06889, over 23775.86 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2997, pruned_loss=0.06218, over 2416837.91 frames. utt_duration=1257 frames, utt_pad_proportion=0.05647, over 7700.54 utterances.], giga_tot_loss[loss=0.2275, simple_loss=0.31, pruned_loss=0.07256, over 2477009.95 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06909, over 25365.54 utterances.], batch size: 113, lr: 4.38e-04
2022-08-24 19:07:26,894 INFO [train.py:927] (6/8) Epoch 8, batch 7700, libri_loss[loss=0.2043, simple_loss=0.2993, pruned_loss=0.05468, over 12411.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005226, over 34.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.304, pruned_loss=0.06821, over 2476192.23 frames. utt_duration=407.8 frames, utt_pad_proportion=0.07506, over 24373.05 utterances.], libri_tot_loss[loss=0.2114, simple_loss=0.2989, pruned_loss=0.06194, over 2418503.47 frames. utt_duration=1266 frames, utt_pad_proportion=0.05508, over 7651.89 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3059, pruned_loss=0.06989, over 2477071.39 frames. utt_duration=379.2 frames, utt_pad_proportion=0.07535, over 26229.26 utterances.], batch size: 34, lr: 4.38e-04
2022-08-24 19:09:12,484 INFO [train.py:927] (6/8) Epoch 8, batch 7750, giga_loss[loss=0.2216, simple_loss=0.3035, pruned_loss=0.06986, over 12397.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05844, over 182.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.301, pruned_loss=0.06687, over 2476156.87 frames. utt_duration=409.9 frames, utt_pad_proportion=0.07629, over 24248.68 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2987, pruned_loss=0.06187, over 2419944.84 frames. utt_duration=1270 frames, utt_pad_proportion=0.05424, over 7631.84 utterances.], giga_tot_loss[loss=0.2197, simple_loss=0.3027, pruned_loss=0.06839, over 2476858.05 frames. utt_duration=380.5 frames, utt_pad_proportion=0.07682, over 26136.79 utterances.], batch size: 182, lr: 4.38e-04
2022-08-24 19:11:04,824 INFO [train.py:927] (6/8) Epoch 8, batch 7800, giga_loss[loss=0.2251, simple_loss=0.3146, pruned_loss=0.06783, over 12425.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03896, over 133.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3014, pruned_loss=0.06651, over 2475704.34 frames. utt_duration=418.4 frames, utt_pad_proportion=0.07492, over 23748.78 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.299, pruned_loss=0.06201, over 2421513.84 frames. utt_duration=1268 frames, utt_pad_proportion=0.05397, over 7648.79 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3025, pruned_loss=0.06775, over 2476602.02 frames. utt_duration=385.9 frames, utt_pad_proportion=0.07575, over 25769.78 utterances.], batch size: 133, lr: 4.38e-04
2022-08-24 19:13:09,067 INFO [train.py:927] (6/8) Epoch 8, batch 7850, giga_loss[loss=0.2029, simple_loss=0.2786, pruned_loss=0.06359, over 12366.00 frames. utt_duration=138.6 frames, utt_pad_proportion=0.1849, over 360.00 utterances.], tot_loss[loss=0.2163, simple_loss=0.3016, pruned_loss=0.0655, over 2475886.10 frames. utt_duration=427.3 frames, utt_pad_proportion=0.07086, over 23253.41 utterances.], libri_tot_loss[loss=0.2112, simple_loss=0.2989, pruned_loss=0.06175, over 2422844.77 frames. utt_duration=1272 frames, utt_pad_proportion=0.05302, over 7626.68 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3027, pruned_loss=0.06681, over 2476625.26 frames. utt_duration=394 frames, utt_pad_proportion=0.07217, over 25230.71 utterances.], batch size: 360, lr: 4.38e-04
2022-08-24 19:15:08,121 INFO [train.py:927] (6/8) Epoch 8, batch 7900, giga_loss[loss=0.1997, simple_loss=0.2939, pruned_loss=0.05282, over 12383.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04701, over 161.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2997, pruned_loss=0.0643, over 2476399.62 frames. utt_duration=423.9 frames, utt_pad_proportion=0.0682, over 23445.72 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2983, pruned_loss=0.06154, over 2423708.20 frames. utt_duration=1274 frames, utt_pad_proportion=0.05304, over 7617.96 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3012, pruned_loss=0.06562, over 2477419.20 frames. utt_duration=391.6 frames, utt_pad_proportion=0.0695, over 25396.04 utterances.], batch size: 161, lr: 4.38e-04
2022-08-24 19:17:18,397 INFO [train.py:927] (6/8) Epoch 8, batch 7950, giga_loss[loss=0.2112, simple_loss=0.2895, pruned_loss=0.06647, over 12275.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02506, over 45.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2983, pruned_loss=0.06296, over 2476516.08 frames. utt_duration=412.6 frames, utt_pad_proportion=0.0705, over 24089.06 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2982, pruned_loss=0.06155, over 2424319.92 frames. utt_duration=1276 frames, utt_pad_proportion=0.05221, over 7608.72 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2995, pruned_loss=0.06403, over 2477697.33 frames. utt_duration=383.6 frames, utt_pad_proportion=0.07167, over 25925.93 utterances.], batch size: 45, lr: 4.38e-04
2022-08-24 19:19:16,220 INFO [train.py:927] (6/8) Epoch 8, batch 8000, giga_loss[loss=0.1986, simple_loss=0.2843, pruned_loss=0.05645, over 12334.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03212, over 85.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2962, pruned_loss=0.06215, over 2476066.54 frames. utt_duration=417.8 frames, utt_pad_proportion=0.07162, over 23781.42 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2983, pruned_loss=0.06152, over 2426731.93 frames. utt_duration=1268 frames, utt_pad_proportion=0.05451, over 7665.18 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2971, pruned_loss=0.0631, over 2477146.97 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07216, over 25977.78 utterances.], batch size: 85, lr: 4.38e-04
2022-08-24 19:21:10,965 INFO [train.py:927] (6/8) Epoch 8, batch 8050, giga_loss[loss=0.1986, simple_loss=0.2894, pruned_loss=0.05389, over 12432.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0469, over 161.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2964, pruned_loss=0.06159, over 2476524.16 frames. utt_duration=435.2 frames, utt_pad_proportion=0.06748, over 22829.22 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2985, pruned_loss=0.06166, over 2427755.81 frames. utt_duration=1270 frames, utt_pad_proportion=0.05396, over 7657.76 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2969, pruned_loss=0.06223, over 2477347.62 frames. utt_duration=399.8 frames, utt_pad_proportion=0.06848, over 24869.11 utterances.], batch size: 161, lr: 4.37e-04
2022-08-24 19:23:26,329 INFO [train.py:927] (6/8) Epoch 8, batch 8100, giga_loss[loss=0.1919, simple_loss=0.277, pruned_loss=0.05336, over 12432.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.03509, over 105.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2952, pruned_loss=0.06032, over 2475946.04 frames. utt_duration=456.1 frames, utt_pad_proportion=0.06272, over 21774.30 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2978, pruned_loss=0.06144, over 2429480.85 frames. utt_duration=1277 frames, utt_pad_proportion=0.05233, over 7616.27 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2961, pruned_loss=0.06102, over 2476771.18 frames. utt_duration=414.5 frames, utt_pad_proportion=0.06454, over 23976.61 utterances.], batch size: 105, lr: 4.37e-04
2022-08-24 19:25:25,849 INFO [train.py:927] (6/8) Epoch 8, batch 8150, giga_loss[loss=0.2234, simple_loss=0.3229, pruned_loss=0.06194, over 12404.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.04887, over 161.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2963, pruned_loss=0.06084, over 2476690.86 frames. utt_duration=439.6 frames, utt_pad_proportion=0.06616, over 22600.31 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2982, pruned_loss=0.0616, over 2431189.46 frames. utt_duration=1267 frames, utt_pad_proportion=0.05543, over 7685.47 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2965, pruned_loss=0.06122, over 2477646.92 frames. utt_duration=399 frames, utt_pad_proportion=0.06667, over 24915.50 utterances.], batch size: 161, lr: 4.37e-04
2022-08-24 19:27:29,676 INFO [train.py:927] (6/8) Epoch 8, batch 8200, libri_loss[loss=0.2091, simple_loss=0.2939, pruned_loss=0.06214, over 12169.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006342, over 33.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2979, pruned_loss=0.06019, over 2476826.32 frames. utt_duration=430.2 frames, utt_pad_proportion=0.06687, over 23096.07 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2976, pruned_loss=0.06148, over 2432861.45 frames. utt_duration=1263 frames, utt_pad_proportion=0.05775, over 7717.20 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2987, pruned_loss=0.06056, over 2478155.88 frames. utt_duration=387.4 frames, utt_pad_proportion=0.06678, over 25667.12 utterances.], batch size: 33, lr: 4.37e-04
2022-08-24 19:29:34,901 INFO [train.py:927] (6/8) Epoch 8, batch 8250, giga_loss[loss=0.1758, simple_loss=0.2737, pruned_loss=0.03889, over 12336.00 frames. utt_duration=705.9 frames, utt_pad_proportion=0.02898, over 70.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2985, pruned_loss=0.05973, over 2477328.03 frames. utt_duration=413.9 frames, utt_pad_proportion=0.0686, over 24015.07 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2974, pruned_loss=0.06144, over 2434325.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.05599, over 7683.29 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2993, pruned_loss=0.06001, over 2478639.81 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06888, over 26689.64 utterances.], batch size: 70, lr: 4.37e-04
2022-08-24 19:31:43,242 INFO [train.py:927] (6/8) Epoch 8, batch 8300, giga_loss[loss=0.2054, simple_loss=0.2841, pruned_loss=0.06339, over 12275.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.0273, over 54.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.299, pruned_loss=0.06038, over 2476845.33 frames. utt_duration=423.2 frames, utt_pad_proportion=0.06712, over 23478.71 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2968, pruned_loss=0.06117, over 2435423.75 frames. utt_duration=1277 frames, utt_pad_proportion=0.05469, over 7639.21 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.3002, pruned_loss=0.06078, over 2478241.28 frames. utt_duration=380.1 frames, utt_pad_proportion=0.06791, over 26162.61 utterances.], batch size: 54, lr: 4.37e-04
2022-08-24 19:34:13,341 INFO [train.py:927] (6/8) Epoch 8, batch 8350, giga_loss[loss=0.1974, simple_loss=0.2829, pruned_loss=0.05593, over 12447.00 frames. utt_duration=623.3 frames, utt_pad_proportion=0.02907, over 80.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2998, pruned_loss=0.06151, over 2477053.25 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06482, over 23420.19 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2968, pruned_loss=0.06128, over 2435415.02 frames. utt_duration=1281 frames, utt_pad_proportion=0.05388, over 7615.58 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.3008, pruned_loss=0.06174, over 2478884.70 frames. utt_duration=384.8 frames, utt_pad_proportion=0.06592, over 25851.73 utterances.], batch size: 80, lr: 4.37e-04
2022-08-24 19:36:23,702 INFO [train.py:927] (6/8) Epoch 8, batch 8400, giga_loss[loss=0.211, simple_loss=0.2963, pruned_loss=0.06285, over 12427.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07198, over 212.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2971, pruned_loss=0.0606, over 2477627.37 frames. utt_duration=418.5 frames, utt_pad_proportion=0.06674, over 23745.76 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2968, pruned_loss=0.06134, over 2436337.06 frames. utt_duration=1271 frames, utt_pad_proportion=0.05826, over 7678.29 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.298, pruned_loss=0.0607, over 2479377.39 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06637, over 26056.06 utterances.], batch size: 212, lr: 4.37e-04
2022-08-24 19:38:26,988 INFO [train.py:927] (6/8) Epoch 8, batch 8450, giga_loss[loss=0.2564, simple_loss=0.3446, pruned_loss=0.08414, over 12351.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03143, over 113.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2956, pruned_loss=0.06006, over 2477104.24 frames. utt_duration=423.3 frames, utt_pad_proportion=0.06437, over 23475.68 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2962, pruned_loss=0.06109, over 2437313.04 frames. utt_duration=1277 frames, utt_pad_proportion=0.05673, over 7641.08 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2968, pruned_loss=0.06034, over 2478907.83 frames. utt_duration=384.1 frames, utt_pad_proportion=0.06477, over 25893.21 utterances.], batch size: 113, lr: 4.37e-04
2022-08-24 19:40:33,358 INFO [train.py:927] (6/8) Epoch 8, batch 8500, giga_loss[loss=0.2128, simple_loss=0.2938, pruned_loss=0.06586, over 12405.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.0338, over 122.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2958, pruned_loss=0.06039, over 2477255.81 frames. utt_duration=430.9 frames, utt_pad_proportion=0.06139, over 23060.05 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.296, pruned_loss=0.06102, over 2437529.62 frames. utt_duration=1280 frames, utt_pad_proportion=0.05609, over 7626.57 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2969, pruned_loss=0.06065, over 2479050.28 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06215, over 25199.05 utterances.], batch size: 122, lr: 4.37e-04
2022-08-24 19:42:38,315 INFO [train.py:927] (6/8) Epoch 8, batch 8550, giga_loss[loss=0.1904, simple_loss=0.2771, pruned_loss=0.05189, over 12371.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02584, over 66.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2955, pruned_loss=0.06111, over 2476873.38 frames. utt_duration=432.3 frames, utt_pad_proportion=0.06123, over 22979.24 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2953, pruned_loss=0.06069, over 2438412.10 frames. utt_duration=1289 frames, utt_pad_proportion=0.05498, over 7577.31 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.297, pruned_loss=0.06163, over 2478797.36 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06222, over 25252.29 utterances.], batch size: 66, lr: 4.37e-04
2022-08-24 19:44:51,106 INFO [train.py:927] (6/8) Epoch 8, batch 8600, giga_loss[loss=0.2019, simple_loss=0.2923, pruned_loss=0.05577, over 12449.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04558, over 161.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2964, pruned_loss=0.06104, over 2477422.82 frames. utt_duration=425.9 frames, utt_pad_proportion=0.06387, over 23334.65 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2953, pruned_loss=0.06075, over 2439779.76 frames. utt_duration=1287 frames, utt_pad_proportion=0.05408, over 7591.07 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2976, pruned_loss=0.06141, over 2478916.69 frames. utt_duration=387.9 frames, utt_pad_proportion=0.06475, over 25643.19 utterances.], batch size: 161, lr: 4.37e-04
2022-08-24 19:47:05,968 INFO [train.py:927] (6/8) Epoch 8, batch 8650, giga_loss[loss=0.2075, simple_loss=0.2841, pruned_loss=0.06549, over 12395.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.0546, over 181.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2948, pruned_loss=0.06091, over 2477471.15 frames. utt_duration=424.3 frames, utt_pad_proportion=0.06596, over 23422.21 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2951, pruned_loss=0.06062, over 2439949.16 frames. utt_duration=1289 frames, utt_pad_proportion=0.05346, over 7578.30 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.296, pruned_loss=0.06132, over 2479007.73 frames. utt_duration=390.4 frames, utt_pad_proportion=0.0667, over 25473.28 utterances.], batch size: 181, lr: 4.37e-04
2022-08-24 19:49:09,198 INFO [train.py:927] (6/8) Epoch 8, batch 8700, libri_loss[loss=0.2271, simple_loss=0.3123, pruned_loss=0.07094, over 12375.00 frames. utt_duration=953.6 frames, utt_pad_proportion=0.07863, over 52.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2923, pruned_loss=0.06085, over 2477080.76 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06521, over 23387.00 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2953, pruned_loss=0.06078, over 2441057.34 frames. utt_duration=1289 frames, utt_pad_proportion=0.05247, over 7586.43 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2931, pruned_loss=0.06106, over 2478678.14 frames. utt_duration=388.2 frames, utt_pad_proportion=0.06623, over 25615.17 utterances.], batch size: 52, lr: 4.37e-04
2022-08-24 19:51:03,737 INFO [train.py:927] (6/8) Epoch 8, batch 8750, giga_loss[loss=0.2225, simple_loss=0.3083, pruned_loss=0.06834, over 12399.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0444, over 146.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2921, pruned_loss=0.06092, over 2477023.49 frames. utt_duration=433.8 frames, utt_pad_proportion=0.06157, over 22903.71 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2947, pruned_loss=0.06054, over 2441316.75 frames. utt_duration=1294 frames, utt_pad_proportion=0.05154, over 7557.05 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2931, pruned_loss=0.0613, over 2478865.70 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06298, over 25045.61 utterances.], batch size: 146, lr: 4.37e-04
2022-08-24 19:53:09,082 INFO [train.py:927] (6/8) Epoch 8, batch 8800, giga_loss[loss=0.2139, simple_loss=0.2913, pruned_loss=0.06822, over 12402.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2911, pruned_loss=0.06002, over 2477071.85 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06385, over 23697.82 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2948, pruned_loss=0.06045, over 2442018.37 frames. utt_duration=1297 frames, utt_pad_proportion=0.05037, over 7537.66 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2917, pruned_loss=0.06039, over 2478868.74 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06517, over 25859.87 utterances.], batch size: 257, lr: 4.37e-04
2022-08-24 19:55:25,837 INFO [train.py:927] (6/8) Epoch 8, batch 8850, giga_loss[loss=0.1979, simple_loss=0.2906, pruned_loss=0.05258, over 12372.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04266, over 133.00 utterances.], tot_loss[loss=0.204, simple_loss=0.2897, pruned_loss=0.05912, over 2476908.67 frames. utt_duration=409.2 frames, utt_pad_proportion=0.06457, over 24280.26 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2951, pruned_loss=0.06054, over 2442113.62 frames. utt_duration=1299 frames, utt_pad_proportion=0.04999, over 7528.31 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2899, pruned_loss=0.05934, over 2478523.85 frames. utt_duration=380.8 frames, utt_pad_proportion=0.06567, over 26119.65 utterances.], batch size: 133, lr: 4.37e-04
2022-08-24 19:57:33,902 INFO [train.py:927] (6/8) Epoch 8, batch 8900, giga_loss[loss=0.2046, simple_loss=0.2912, pruned_loss=0.05901, over 12291.00 frames. utt_duration=911.6 frames, utt_pad_proportion=0.02608, over 54.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2907, pruned_loss=0.05995, over 2477641.98 frames. utt_duration=405.4 frames, utt_pad_proportion=0.06492, over 24515.86 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2955, pruned_loss=0.06064, over 2442343.05 frames. utt_duration=1299 frames, utt_pad_proportion=0.0498, over 7530.67 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2905, pruned_loss=0.06002, over 2478856.07 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06583, over 26031.37 utterances.], batch size: 54, lr: 4.37e-04
2022-08-24 19:59:35,435 INFO [train.py:927] (6/8) Epoch 8, batch 8950, giga_loss[loss=0.1936, simple_loss=0.2865, pruned_loss=0.05029, over 12454.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03543, over 105.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2904, pruned_loss=0.05921, over 2477769.37 frames. utt_duration=394.5 frames, utt_pad_proportion=0.0657, over 25199.06 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2958, pruned_loss=0.06065, over 2442580.71 frames. utt_duration=1300 frames, utt_pad_proportion=0.04944, over 7525.40 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2899, pruned_loss=0.05924, over 2478815.75 frames. utt_duration=374.5 frames, utt_pad_proportion=0.0665, over 26557.02 utterances.], batch size: 105, lr: 4.36e-04
2022-08-24 20:01:34,845 INFO [train.py:927] (6/8) Epoch 8, batch 9000, giga_loss[loss=0.1953, simple_loss=0.2835, pruned_loss=0.0535, over 12356.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03981, over 113.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2928, pruned_loss=0.05896, over 2477719.18 frames. utt_duration=391.2 frames, utt_pad_proportion=0.06717, over 25411.34 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2963, pruned_loss=0.06068, over 2443035.18 frames. utt_duration=1298 frames, utt_pad_proportion=0.04937, over 7538.17 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2919, pruned_loss=0.05892, over 2478911.15 frames. utt_duration=370.4 frames, utt_pad_proportion=0.06785, over 26855.30 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:01:34,846 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 20:01:48,925 INFO [train.py:967] (6/8) Epoch 8, validation: loss=0.1842, simple_loss=0.2944, pruned_loss=0.037, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 20:03:45,654 INFO [train.py:927] (6/8) Epoch 8, batch 9050, giga_loss[loss=0.2115, simple_loss=0.2989, pruned_loss=0.06206, over 12431.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0498, over 161.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2942, pruned_loss=0.05977, over 2477433.49 frames. utt_duration=387.2 frames, utt_pad_proportion=0.06819, over 25672.83 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2966, pruned_loss=0.0608, over 2443683.61 frames. utt_duration=1287 frames, utt_pad_proportion=0.05239, over 7603.18 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2932, pruned_loss=0.05961, over 2478916.98 frames. utt_duration=363.7 frames, utt_pad_proportion=0.06812, over 27350.51 utterances.], batch size: 161, lr: 4.36e-04
2022-08-24 20:05:47,738 INFO [train.py:927] (6/8) Epoch 8, batch 9100, giga_loss[loss=0.206, simple_loss=0.293, pruned_loss=0.05953, over 12389.00 frames. utt_duration=376.5 frames, utt_pad_proportion=0.03452, over 132.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2929, pruned_loss=0.05901, over 2476841.98 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07004, over 25337.81 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2967, pruned_loss=0.06076, over 2444765.10 frames. utt_duration=1288 frames, utt_pad_proportion=0.05063, over 7599.85 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2918, pruned_loss=0.05887, over 2478579.44 frames. utt_duration=361.4 frames, utt_pad_proportion=0.07054, over 27522.11 utterances.], batch size: 132, lr: 4.36e-04
2022-08-24 20:07:45,862 INFO [train.py:927] (6/8) Epoch 8, batch 9150, giga_loss[loss=0.1664, simple_loss=0.2477, pruned_loss=0.04249, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.03476, over 40.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2908, pruned_loss=0.05826, over 2477135.03 frames. utt_duration=401.1 frames, utt_pad_proportion=0.06841, over 24778.00 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2967, pruned_loss=0.0607, over 2445281.57 frames. utt_duration=1292 frames, utt_pad_proportion=0.04999, over 7581.01 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2898, pruned_loss=0.05816, over 2478635.28 frames. utt_duration=370.3 frames, utt_pad_proportion=0.0692, over 26858.62 utterances.], batch size: 40, lr: 4.36e-04
2022-08-24 20:09:53,313 INFO [train.py:927] (6/8) Epoch 8, batch 9200, giga_loss[loss=0.1812, simple_loss=0.2577, pruned_loss=0.05234, over 12384.00 frames. utt_duration=142.3 frames, utt_pad_proportion=0.1627, over 351.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2925, pruned_loss=0.05849, over 2477478.75 frames. utt_duration=410.1 frames, utt_pad_proportion=0.06497, over 24237.58 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2966, pruned_loss=0.06069, over 2445919.60 frames. utt_duration=1295 frames, utt_pad_proportion=0.04922, over 7566.45 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2917, pruned_loss=0.05839, over 2478672.21 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06611, over 26201.42 utterances.], batch size: 351, lr: 4.36e-04
2022-08-24 20:11:45,609 INFO [train.py:927] (6/8) Epoch 8, batch 9250, giga_loss[loss=0.1888, simple_loss=0.2813, pruned_loss=0.04815, over 12334.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.03129, over 51.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2952, pruned_loss=0.05943, over 2477120.69 frames. utt_duration=422.9 frames, utt_pad_proportion=0.06061, over 23495.60 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2967, pruned_loss=0.06038, over 2446465.86 frames. utt_duration=1300 frames, utt_pad_proportion=0.04793, over 7536.05 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2944, pruned_loss=0.05957, over 2478564.92 frames. utt_duration=388.3 frames, utt_pad_proportion=0.06232, over 25612.59 utterances.], batch size: 51, lr: 4.36e-04
2022-08-24 20:13:48,369 INFO [train.py:927] (6/8) Epoch 8, batch 9300, giga_loss[loss=0.1852, simple_loss=0.2815, pruned_loss=0.04447, over 12339.00 frames. utt_duration=852 frames, utt_pad_proportion=0.03186, over 58.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2974, pruned_loss=0.06027, over 2476813.66 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06288, over 23561.51 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2971, pruned_loss=0.06048, over 2446929.54 frames. utt_duration=1299 frames, utt_pad_proportion=0.04737, over 7542.73 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2965, pruned_loss=0.06028, over 2478199.28 frames. utt_duration=388.8 frames, utt_pad_proportion=0.06429, over 25576.75 utterances.], batch size: 58, lr: 4.36e-04
2022-08-24 20:16:06,871 INFO [train.py:927] (6/8) Epoch 8, batch 9350, giga_loss[loss=0.2241, simple_loss=0.3092, pruned_loss=0.06955, over 12367.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03105, over 104.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2967, pruned_loss=0.06004, over 2477382.21 frames. utt_duration=428.9 frames, utt_pad_proportion=0.06184, over 23167.87 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2974, pruned_loss=0.0608, over 2447580.36 frames. utt_duration=1288 frames, utt_pad_proportion=0.05093, over 7612.65 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2956, pruned_loss=0.05976, over 2478556.98 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06231, over 25067.27 utterances.], batch size: 104, lr: 4.36e-04
2022-08-24 20:18:06,785 INFO [train.py:927] (6/8) Epoch 8, batch 9400, giga_loss[loss=0.2508, simple_loss=0.3217, pruned_loss=0.09, over 12411.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03781, over 113.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2955, pruned_loss=0.06012, over 2477732.92 frames. utt_duration=423.5 frames, utt_pad_proportion=0.06226, over 23468.03 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2975, pruned_loss=0.06088, over 2447834.49 frames. utt_duration=1288 frames, utt_pad_proportion=0.05051, over 7610.53 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2946, pruned_loss=0.05982, over 2478692.69 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06273, over 25092.29 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:20:14,940 INFO [train.py:927] (6/8) Epoch 8, batch 9450, giga_loss[loss=0.2213, simple_loss=0.3065, pruned_loss=0.0681, over 12421.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.03029, over 122.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2929, pruned_loss=0.05939, over 2477467.43 frames. utt_duration=419.5 frames, utt_pad_proportion=0.06699, over 23693.57 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2977, pruned_loss=0.06087, over 2448086.76 frames. utt_duration=1277 frames, utt_pad_proportion=0.05477, over 7679.45 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.292, pruned_loss=0.05914, over 2478385.53 frames. utt_duration=395.9 frames, utt_pad_proportion=0.06593, over 25117.79 utterances.], batch size: 122, lr: 4.36e-04
2022-08-24 20:22:26,147 INFO [train.py:927] (6/8) Epoch 8, batch 9500, giga_loss[loss=0.1671, simple_loss=0.2592, pruned_loss=0.03754, over 12438.00 frames. utt_duration=274.5 frames, utt_pad_proportion=0.05653, over 182.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.293, pruned_loss=0.05871, over 2477580.68 frames. utt_duration=425.7 frames, utt_pad_proportion=0.06457, over 23344.79 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.298, pruned_loss=0.0611, over 2448369.95 frames. utt_duration=1276 frames, utt_pad_proportion=0.05405, over 7681.82 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2919, pruned_loss=0.05826, over 2478565.43 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06411, over 24752.79 utterances.], batch size: 182, lr: 4.36e-04
2022-08-24 20:24:19,303 INFO [train.py:927] (6/8) Epoch 8, batch 9550, giga_loss[loss=0.2091, simple_loss=0.3048, pruned_loss=0.05668, over 12457.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.0438, over 134.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.05773, over 2476852.97 frames. utt_duration=432.1 frames, utt_pad_proportion=0.06387, over 22990.84 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2972, pruned_loss=0.0608, over 2448445.74 frames. utt_duration=1283 frames, utt_pad_proportion=0.05312, over 7644.12 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05759, over 2478247.16 frames. utt_duration=405.6 frames, utt_pad_proportion=0.06385, over 24512.25 utterances.], batch size: 134, lr: 4.36e-04
2022-08-24 20:26:28,009 INFO [train.py:927] (6/8) Epoch 8, batch 9600, giga_loss[loss=0.1839, simple_loss=0.28, pruned_loss=0.04393, over 12429.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03813, over 133.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05757, over 2477120.43 frames. utt_duration=429.3 frames, utt_pad_proportion=0.06316, over 23147.04 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.297, pruned_loss=0.06065, over 2448967.54 frames. utt_duration=1286 frames, utt_pad_proportion=0.05235, over 7627.46 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05752, over 2478256.27 frames. utt_duration=403.6 frames, utt_pad_proportion=0.06344, over 24635.13 utterances.], batch size: 133, lr: 4.36e-04
2022-08-24 20:28:42,785 INFO [train.py:927] (6/8) Epoch 8, batch 9650, giga_loss[loss=0.2069, simple_loss=0.3078, pruned_loss=0.05301, over 12381.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0378, over 113.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2937, pruned_loss=0.05811, over 2477079.11 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06281, over 23644.77 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2971, pruned_loss=0.06068, over 2449442.62 frames. utt_duration=1287 frames, utt_pad_proportion=0.05133, over 7624.67 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05798, over 2478294.04 frames. utt_duration=393.7 frames, utt_pad_proportion=0.06341, over 25259.20 utterances.], batch size: 113, lr: 4.36e-04
2022-08-24 20:31:00,857 INFO [train.py:927] (6/8) Epoch 8, batch 9700, giga_loss[loss=0.2264, simple_loss=0.3294, pruned_loss=0.06168, over 12427.00 frames. utt_duration=339.5 frames, utt_pad_proportion=0.04365, over 147.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2953, pruned_loss=0.05852, over 2477120.46 frames. utt_duration=406.9 frames, utt_pad_proportion=0.06654, over 24421.14 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2977, pruned_loss=0.06077, over 2449879.43 frames. utt_duration=1286 frames, utt_pad_proportion=0.05077, over 7627.91 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2945, pruned_loss=0.05829, over 2478307.77 frames. utt_duration=381.4 frames, utt_pad_proportion=0.06703, over 26074.90 utterances.], batch size: 147, lr: 4.36e-04
2022-08-24 20:33:17,868 INFO [train.py:927] (6/8) Epoch 8, batch 9750, giga_loss[loss=0.2143, simple_loss=0.3055, pruned_loss=0.06155, over 12455.00 frames. utt_duration=409.1 frames, utt_pad_proportion=0.02601, over 122.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2965, pruned_loss=0.05933, over 2477533.17 frames. utt_duration=413.6 frames, utt_pad_proportion=0.07035, over 24026.59 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2983, pruned_loss=0.06099, over 2451125.37 frames. utt_duration=1276 frames, utt_pad_proportion=0.05372, over 7691.73 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2953, pruned_loss=0.05887, over 2478200.87 frames. utt_duration=385.2 frames, utt_pad_proportion=0.06986, over 25811.60 utterances.], batch size: 122, lr: 4.36e-04
2022-08-24 20:35:33,563 INFO [train.py:927] (6/8) Epoch 8, batch 9800, giga_loss[loss=0.2022, simple_loss=0.3031, pruned_loss=0.0507, over 12441.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04789, over 147.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2944, pruned_loss=0.05835, over 2477110.86 frames. utt_duration=425.3 frames, utt_pad_proportion=0.06878, over 23360.68 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2978, pruned_loss=0.06082, over 2451684.15 frames. utt_duration=1278 frames, utt_pad_proportion=0.05333, over 7682.42 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2937, pruned_loss=0.05807, over 2477971.18 frames. utt_duration=392.9 frames, utt_pad_proportion=0.06874, over 25302.76 utterances.], batch size: 147, lr: 4.35e-04
2022-08-24 20:37:37,789 INFO [train.py:927] (6/8) Epoch 8, batch 9850, giga_loss[loss=0.1903, simple_loss=0.2843, pruned_loss=0.04809, over 12429.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03073, over 75.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2948, pruned_loss=0.0584, over 2477338.32 frames. utt_duration=412.8 frames, utt_pad_proportion=0.06842, over 24071.30 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.298, pruned_loss=0.0609, over 2451882.23 frames. utt_duration=1278 frames, utt_pad_proportion=0.05293, over 7685.60 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.294, pruned_loss=0.05808, over 2478067.78 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06857, over 25748.27 utterances.], batch size: 75, lr: 4.35e-04
2022-08-24 20:39:32,742 INFO [train.py:927] (6/8) Epoch 8, batch 9900, giga_loss[loss=0.2239, simple_loss=0.3082, pruned_loss=0.06975, over 12380.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.07571, over 212.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2965, pruned_loss=0.05911, over 2477687.66 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06767, over 24469.14 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2985, pruned_loss=0.06102, over 2451933.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.05271, over 7683.17 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2954, pruned_loss=0.05875, over 2478332.53 frames. utt_duration=384.5 frames, utt_pad_proportion=0.0679, over 25862.64 utterances.], batch size: 212, lr: 4.35e-04
2022-08-24 20:41:30,547 INFO [train.py:927] (6/8) Epoch 8, batch 9950, giga_loss[loss=0.2063, simple_loss=0.2912, pruned_loss=0.06072, over 12462.00 frames. utt_duration=580.9 frames, utt_pad_proportion=0.03343, over 86.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2943, pruned_loss=0.05846, over 2477486.71 frames. utt_duration=400.9 frames, utt_pad_proportion=0.06871, over 24793.09 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2984, pruned_loss=0.06082, over 2451996.82 frames. utt_duration=1280 frames, utt_pad_proportion=0.05233, over 7670.38 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2935, pruned_loss=0.05832, over 2478177.48 frames. utt_duration=381.6 frames, utt_pad_proportion=0.06897, over 26055.30 utterances.], batch size: 86, lr: 4.35e-04
2022-08-24 20:43:14,423 INFO [train.py:927] (6/8) Epoch 8, batch 10000, giga_loss[loss=0.2641, simple_loss=0.3506, pruned_loss=0.08883, over 12448.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04296, over 114.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2988, pruned_loss=0.06163, over 2477157.12 frames. utt_duration=410.8 frames, utt_pad_proportion=0.06716, over 24191.66 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2983, pruned_loss=0.06079, over 2452148.73 frames. utt_duration=1281 frames, utt_pad_proportion=0.05209, over 7667.72 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2983, pruned_loss=0.06154, over 2477789.53 frames. utt_duration=392.3 frames, utt_pad_proportion=0.06754, over 25340.92 utterances.], batch size: 114, lr: 4.35e-04
2022-08-24 20:44:59,503 INFO [train.py:927] (6/8) Epoch 8, batch 10050, giga_loss[loss=0.2216, simple_loss=0.3033, pruned_loss=0.07, over 12405.00 frames. utt_duration=578.3 frames, utt_pad_proportion=0.03782, over 86.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.3036, pruned_loss=0.06427, over 2475649.08 frames. utt_duration=439.6 frames, utt_pad_proportion=0.06401, over 22592.87 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2983, pruned_loss=0.06091, over 2452616.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.05156, over 7664.94 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3033, pruned_loss=0.06415, over 2476507.65 frames. utt_duration=413.7 frames, utt_pad_proportion=0.06475, over 24017.09 utterances.], batch size: 86, lr: 4.35e-04
2022-08-24 20:46:43,748 INFO [train.py:927] (6/8) Epoch 8, batch 10100, giga_loss[loss=0.1854, simple_loss=0.2645, pruned_loss=0.05314, over 12433.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03804, over 105.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.299, pruned_loss=0.06328, over 2475198.31 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06353, over 21277.21 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2981, pruned_loss=0.06084, over 2453056.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.05154, over 7672.64 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.299, pruned_loss=0.06331, over 2475887.82 frames. utt_duration=438.2 frames, utt_pad_proportion=0.06426, over 22665.85 utterances.], batch size: 105, lr: 4.35e-04
2022-08-24 20:48:28,734 INFO [train.py:927] (6/8) Epoch 8, batch 10150, libri_loss[loss=0.2928, simple_loss=0.4309, pruned_loss=0.07735, over 12442.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01551, over 40.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2923, pruned_loss=0.06051, over 2474136.95 frames. utt_duration=505.6 frames, utt_pad_proportion=0.06227, over 19625.04 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2989, pruned_loss=0.06084, over 2453237.93 frames. utt_duration=1285 frames, utt_pad_proportion=0.05056, over 7646.94 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2913, pruned_loss=0.06054, over 2475090.98 frames. utt_duration=470.4 frames, utt_pad_proportion=0.06339, over 21104.99 utterances.], batch size: 40, lr: 4.35e-04
2022-08-24 20:50:12,985 INFO [train.py:927] (6/8) Epoch 8, batch 10200, giga_loss[loss=0.1625, simple_loss=0.2517, pruned_loss=0.03664, over 12363.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.0274, over 66.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2857, pruned_loss=0.05818, over 2474174.52 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06076, over 19466.73 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2992, pruned_loss=0.06089, over 2453379.30 frames. utt_duration=1286 frames, utt_pad_proportion=0.04989, over 7638.96 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2846, pruned_loss=0.05815, over 2475190.66 frames. utt_duration=476 frames, utt_pad_proportion=0.06204, over 20858.48 utterances.], batch size: 66, lr: 4.35e-04
2022-08-24 20:51:57,654 INFO [train.py:927] (6/8) Epoch 8, batch 10250, giga_loss[loss=0.1852, simple_loss=0.2614, pruned_loss=0.05448, over 12445.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.0404, over 31.00 utterances.], tot_loss[loss=0.1967, simple_loss=0.2802, pruned_loss=0.05656, over 2474442.62 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06199, over 19100.65 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2989, pruned_loss=0.0608, over 2454061.81 frames. utt_duration=1290 frames, utt_pad_proportion=0.04898, over 7620.05 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2792, pruned_loss=0.05653, over 2475098.18 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06337, over 20498.16 utterances.], batch size: 31, lr: 4.35e-04
2022-08-24 20:53:40,029 INFO [train.py:927] (6/8) Epoch 8, batch 10300, giga_loss[loss=0.1616, simple_loss=0.2434, pruned_loss=0.03992, over 12385.00 frames. utt_duration=473.4 frames, utt_pad_proportion=0.03972, over 105.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.276, pruned_loss=0.0549, over 2474043.40 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05817, over 18462.74 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2985, pruned_loss=0.06069, over 2454733.92 frames. utt_duration=1295 frames, utt_pad_proportion=0.04766, over 7589.69 utterances.], giga_tot_loss[loss=0.1922, simple_loss=0.2749, pruned_loss=0.05481, over 2474677.35 frames. utt_duration=495.8 frames, utt_pad_proportion=0.06018, over 20023.25 utterances.], batch size: 105, lr: 4.35e-04
2022-08-24 20:55:22,355 INFO [train.py:927] (6/8) Epoch 8, batch 10350, giga_loss[loss=0.1681, simple_loss=0.2409, pruned_loss=0.04761, over 12371.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.1816, over 359.00 utterances.], tot_loss[loss=0.1896, simple_loss=0.272, pruned_loss=0.05357, over 2473868.67 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06125, over 18513.50 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2979, pruned_loss=0.06056, over 2455255.28 frames. utt_duration=1289 frames, utt_pad_proportion=0.05044, over 7628.98 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2707, pruned_loss=0.05336, over 2474586.30 frames. utt_duration=493.2 frames, utt_pad_proportion=0.0617, over 20126.53 utterances.], batch size: 359, lr: 4.35e-04
2022-08-24 20:57:07,789 INFO [train.py:927] (6/8) Epoch 8, batch 10400, giga_loss[loss=0.1605, simple_loss=0.2421, pruned_loss=0.03947, over 12416.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.04294, over 146.00 utterances.], tot_loss[loss=0.1861, simple_loss=0.2678, pruned_loss=0.05218, over 2474194.40 frames. utt_duration=516.8 frames, utt_pad_proportion=0.06466, over 19203.97 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2975, pruned_loss=0.06039, over 2455870.70 frames. utt_duration=1282 frames, utt_pad_proportion=0.0512, over 7669.86 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.2662, pruned_loss=0.05193, over 2474794.80 frames. utt_duration=477.4 frames, utt_pad_proportion=0.06466, over 20799.18 utterances.], batch size: 146, lr: 4.35e-04
2022-08-24 20:58:50,236 INFO [train.py:927] (6/8) Epoch 8, batch 10450, giga_loss[loss=0.1522, simple_loss=0.2263, pruned_loss=0.03904, over 12371.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02788, over 48.00 utterances.], tot_loss[loss=0.1829, simple_loss=0.264, pruned_loss=0.05086, over 2474806.11 frames. utt_duration=524.1 frames, utt_pad_proportion=0.0627, over 18939.15 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2978, pruned_loss=0.06054, over 2456611.95 frames. utt_duration=1278 frames, utt_pad_proportion=0.05034, over 7696.97 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2615, pruned_loss=0.05027, over 2475191.02 frames. utt_duration=483.3 frames, utt_pad_proportion=0.06329, over 20545.36 utterances.], batch size: 48, lr: 4.35e-04
2022-08-24 21:00:34,246 INFO [train.py:927] (6/8) Epoch 8, batch 10500, giga_loss[loss=0.204, simple_loss=0.2928, pruned_loss=0.05763, over 12138.00 frames. utt_duration=1473 frames, utt_pad_proportion=0.03906, over 33.00 utterances.], tot_loss[loss=0.1884, simple_loss=0.27, pruned_loss=0.05341, over 2474176.76 frames. utt_duration=543.9 frames, utt_pad_proportion=0.06114, over 18244.02 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.298, pruned_loss=0.06064, over 2456999.20 frames. utt_duration=1275 frames, utt_pad_proportion=0.05015, over 7716.64 utterances.], giga_tot_loss[loss=0.1861, simple_loss=0.267, pruned_loss=0.05258, over 2474614.51 frames. utt_duration=501 frames, utt_pad_proportion=0.06198, over 19814.61 utterances.], batch size: 33, lr: 4.35e-04
2022-08-24 21:02:17,750 INFO [train.py:927] (6/8) Epoch 8, batch 10550, giga_loss[loss=0.2648, simple_loss=0.3458, pruned_loss=0.09193, over 12445.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.0352, over 123.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2816, pruned_loss=0.0591, over 2473561.98 frames. utt_duration=545.6 frames, utt_pad_proportion=0.06179, over 18181.86 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.298, pruned_loss=0.06072, over 2457202.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.04979, over 7703.52 utterances.], giga_tot_loss[loss=0.1979, simple_loss=0.2791, pruned_loss=0.05834, over 2473878.08 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06257, over 19525.71 utterances.], batch size: 123, lr: 4.35e-04
2022-08-24 21:04:02,326 INFO [train.py:927] (6/8) Epoch 8, batch 10600, giga_loss[loss=0.2065, simple_loss=0.3005, pruned_loss=0.05626, over 12400.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.04987, over 34.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2871, pruned_loss=0.06052, over 2473522.23 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06398, over 18082.17 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2978, pruned_loss=0.06068, over 2457267.89 frames. utt_duration=1279 frames, utt_pad_proportion=0.04921, over 7691.02 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2851, pruned_loss=0.05995, over 2473940.15 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06476, over 19301.02 utterances.], batch size: 34, lr: 4.35e-04
2022-08-24 21:05:47,004 INFO [train.py:927] (6/8) Epoch 8, batch 10650, giga_loss[loss=0.1963, simple_loss=0.2786, pruned_loss=0.05702, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02468, over 45.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.291, pruned_loss=0.06232, over 2473778.89 frames. utt_duration=544.3 frames, utt_pad_proportion=0.06652, over 18227.20 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2975, pruned_loss=0.06063, over 2457096.92 frames. utt_duration=1284 frames, utt_pad_proportion=0.04864, over 7660.49 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.2895, pruned_loss=0.06193, over 2474567.77 frames. utt_duration=511.4 frames, utt_pad_proportion=0.06726, over 19412.09 utterances.], batch size: 45, lr: 4.35e-04
2022-08-24 21:07:30,679 INFO [train.py:927] (6/8) Epoch 8, batch 10700, giga_loss[loss=0.2373, simple_loss=0.3207, pruned_loss=0.07695, over 12449.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.03123, over 80.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2952, pruned_loss=0.06477, over 2473822.04 frames. utt_duration=545.7 frames, utt_pad_proportion=0.06673, over 18183.89 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2975, pruned_loss=0.06057, over 2457437.94 frames. utt_duration=1290 frames, utt_pad_proportion=0.04798, over 7628.54 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.294, pruned_loss=0.06459, over 2474436.21 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06768, over 19357.84 utterances.], batch size: 80, lr: 4.34e-04
2022-08-24 21:09:14,870 INFO [train.py:927] (6/8) Epoch 8, batch 10750, giga_loss[loss=0.2002, simple_loss=0.2856, pruned_loss=0.05743, over 12400.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.03968, over 40.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2986, pruned_loss=0.06574, over 2473233.90 frames. utt_duration=557.3 frames, utt_pad_proportion=0.06485, over 17797.62 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.297, pruned_loss=0.06041, over 2457425.64 frames. utt_duration=1296 frames, utt_pad_proportion=0.04695, over 7594.01 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2981, pruned_loss=0.06586, over 2474166.70 frames. utt_duration=521.2 frames, utt_pad_proportion=0.06628, over 19042.21 utterances.], batch size: 40, lr: 4.34e-04
2022-08-24 21:10:57,368 INFO [train.py:927] (6/8) Epoch 8, batch 10800, giga_loss[loss=0.2151, simple_loss=0.3082, pruned_loss=0.06102, over 12426.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03673, over 113.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3017, pruned_loss=0.06639, over 2473517.43 frames. utt_duration=575 frames, utt_pad_proportion=0.06263, over 17250.93 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.297, pruned_loss=0.0606, over 2457749.71 frames. utt_duration=1286 frames, utt_pad_proportion=0.05105, over 7655.72 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3013, pruned_loss=0.06645, over 2474310.28 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06279, over 18415.82 utterances.], batch size: 113, lr: 4.34e-04
2022-08-24 21:12:39,665 INFO [train.py:927] (6/8) Epoch 8, batch 10850, giga_loss[loss=0.193, simple_loss=0.2888, pruned_loss=0.04862, over 12320.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02585, over 45.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.3017, pruned_loss=0.06539, over 2473093.53 frames. utt_duration=586.8 frames, utt_pad_proportion=0.0619, over 16899.94 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2969, pruned_loss=0.0606, over 2457925.51 frames. utt_duration=1291 frames, utt_pad_proportion=0.05007, over 7623.33 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.3016, pruned_loss=0.0656, over 2474010.22 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06258, over 18129.30 utterances.], batch size: 45, lr: 4.34e-04
2022-08-24 21:14:25,302 INFO [train.py:927] (6/8) Epoch 8, batch 10900, giga_loss[loss=0.2141, simple_loss=0.2939, pruned_loss=0.06716, over 12421.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03897, over 37.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.302, pruned_loss=0.06524, over 2472314.40 frames. utt_duration=604.8 frames, utt_pad_proportion=0.06086, over 16391.94 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2968, pruned_loss=0.06054, over 2457978.88 frames. utt_duration=1292 frames, utt_pad_proportion=0.04988, over 7618.21 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.3021, pruned_loss=0.06547, over 2473048.66 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06157, over 17395.22 utterances.], batch size: 37, lr: 4.34e-04
2022-08-24 21:16:08,637 INFO [train.py:927] (6/8) Epoch 8, batch 10950, giga_loss[loss=0.2375, simple_loss=0.3122, pruned_loss=0.08145, over 12415.00 frames. utt_duration=405 frames, utt_pad_proportion=0.04034, over 123.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3054, pruned_loss=0.068, over 2471655.12 frames. utt_duration=603.4 frames, utt_pad_proportion=0.06602, over 16424.78 utterances.], libri_tot_loss[loss=0.2096, simple_loss=0.2981, pruned_loss=0.06055, over 2458124.79 frames. utt_duration=1297 frames, utt_pad_proportion=0.0489, over 7587.95 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3044, pruned_loss=0.06833, over 2472487.19 frames. utt_duration=566.8 frames, utt_pad_proportion=0.06688, over 17494.04 utterances.], batch size: 123, lr: 4.34e-04
2022-08-24 21:17:55,571 INFO [train.py:927] (6/8) Epoch 8, batch 11000, giga_loss[loss=0.2162, simple_loss=0.297, pruned_loss=0.06771, over 12380.00 frames. utt_duration=855.2 frames, utt_pad_proportion=0.0304, over 58.00 utterances.], tot_loss[loss=0.2232, simple_loss=0.3063, pruned_loss=0.07005, over 2472380.36 frames. utt_duration=567.5 frames, utt_pad_proportion=0.06928, over 17471.27 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2983, pruned_loss=0.06057, over 2458222.90 frames. utt_duration=1298 frames, utt_pad_proportion=0.04855, over 7583.10 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3054, pruned_loss=0.07036, over 2473050.26 frames. utt_duration=539.1 frames, utt_pad_proportion=0.06996, over 18400.19 utterances.], batch size: 58, lr: 4.34e-04
2022-08-24 21:19:38,677 INFO [train.py:927] (6/8) Epoch 8, batch 11050, giga_loss[loss=0.2065, simple_loss=0.2911, pruned_loss=0.06094, over 12340.00 frames. utt_duration=582.2 frames, utt_pad_proportion=0.03283, over 85.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3037, pruned_loss=0.06908, over 2472580.24 frames. utt_duration=587.7 frames, utt_pad_proportion=0.06567, over 16872.72 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2975, pruned_loss=0.06036, over 2458706.16 frames. utt_duration=1305 frames, utt_pad_proportion=0.04727, over 7542.38 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.304, pruned_loss=0.06986, over 2473196.33 frames. utt_duration=550.5 frames, utt_pad_proportion=0.0672, over 18020.94 utterances.], batch size: 85, lr: 4.34e-04
2022-08-24 21:21:24,244 INFO [train.py:927] (6/8) Epoch 8, batch 11100, giga_loss[loss=0.1917, simple_loss=0.2785, pruned_loss=0.05245, over 12412.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04328, over 146.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.302, pruned_loss=0.06806, over 2472241.57 frames. utt_duration=566 frames, utt_pad_proportion=0.06653, over 17518.44 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2974, pruned_loss=0.0603, over 2459054.89 frames. utt_duration=1307 frames, utt_pad_proportion=0.04632, over 7536.04 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3025, pruned_loss=0.06896, over 2472782.73 frames. utt_duration=530.7 frames, utt_pad_proportion=0.0682, over 18689.74 utterances.], batch size: 146, lr: 4.34e-04
2022-08-24 21:23:10,176 INFO [train.py:927] (6/8) Epoch 8, batch 11150, giga_loss[loss=0.2218, simple_loss=0.2929, pruned_loss=0.07537, over 12372.00 frames. utt_duration=194 frames, utt_pad_proportion=0.1017, over 257.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2978, pruned_loss=0.06631, over 2472537.91 frames. utt_duration=553.6 frames, utt_pad_proportion=0.07106, over 17912.01 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2973, pruned_loss=0.06028, over 2459268.67 frames. utt_duration=1300 frames, utt_pad_proportion=0.0469, over 7573.26 utterances.], giga_tot_loss[loss=0.2165, simple_loss=0.2983, pruned_loss=0.06729, over 2473220.36 frames. utt_duration=518.5 frames, utt_pad_proportion=0.0722, over 19136.00 utterances.], batch size: 257, lr: 4.34e-04
2022-08-24 21:24:54,959 INFO [train.py:927] (6/8) Epoch 8, batch 11200, giga_loss[loss=0.2009, simple_loss=0.2802, pruned_loss=0.06075, over 12446.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04761, over 34.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2945, pruned_loss=0.06531, over 2472602.50 frames. utt_duration=529.2 frames, utt_pad_proportion=0.07532, over 18741.21 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2972, pruned_loss=0.06025, over 2459429.59 frames. utt_duration=1303 frames, utt_pad_proportion=0.04608, over 7558.95 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2951, pruned_loss=0.06625, over 2473326.43 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07644, over 19975.69 utterances.], batch size: 34, lr: 4.34e-04
2022-08-24 21:26:40,351 INFO [train.py:927] (6/8) Epoch 8, batch 11250, giga_loss[loss=0.1962, simple_loss=0.2748, pruned_loss=0.05877, over 12469.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.0361, over 37.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2951, pruned_loss=0.06487, over 2472327.16 frames. utt_duration=543.2 frames, utt_pad_proportion=0.07286, over 18254.27 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2974, pruned_loss=0.05998, over 2459751.61 frames. utt_duration=1308 frames, utt_pad_proportion=0.04437, over 7529.56 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2952, pruned_loss=0.06611, over 2473235.99 frames. utt_duration=501.4 frames, utt_pad_proportion=0.07498, over 19789.16 utterances.], batch size: 37, lr: 4.34e-04
2022-08-24 21:28:23,305 INFO [train.py:927] (6/8) Epoch 8, batch 11300, giga_loss[loss=0.2022, simple_loss=0.2735, pruned_loss=0.06545, over 12351.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.0407, over 31.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2933, pruned_loss=0.06446, over 2472611.99 frames. utt_duration=555 frames, utt_pad_proportion=0.06867, over 17869.16 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2975, pruned_loss=0.06003, over 2459917.44 frames. utt_duration=1311 frames, utt_pad_proportion=0.04389, over 7512.73 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2932, pruned_loss=0.06546, over 2473358.66 frames. utt_duration=515.4 frames, utt_pad_proportion=0.07098, over 19249.54 utterances.], batch size: 31, lr: 4.34e-04
2022-08-24 21:30:07,899 INFO [train.py:927] (6/8) Epoch 8, batch 11350, giga_loss[loss=0.1905, simple_loss=0.2716, pruned_loss=0.05473, over 12391.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02651, over 70.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2909, pruned_loss=0.06395, over 2473177.79 frames. utt_duration=565.9 frames, utt_pad_proportion=0.06796, over 17526.34 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2987, pruned_loss=0.06052, over 2460053.85 frames. utt_duration=1297 frames, utt_pad_proportion=0.0485, over 7593.17 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2897, pruned_loss=0.06431, over 2473697.21 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06825, over 18578.06 utterances.], batch size: 70, lr: 4.34e-04
2022-08-24 21:31:52,609 INFO [train.py:927] (6/8) Epoch 8, batch 11400, giga_loss[loss=0.1923, simple_loss=0.2705, pruned_loss=0.05707, over 12386.00 frames. utt_duration=1907 frames, utt_pad_proportion=0.04288, over 26.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2869, pruned_loss=0.06257, over 2473062.55 frames. utt_duration=588.1 frames, utt_pad_proportion=0.06551, over 16862.64 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2976, pruned_loss=0.06011, over 2460783.48 frames. utt_duration=1306 frames, utt_pad_proportion=0.04738, over 7547.23 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2866, pruned_loss=0.06329, over 2473238.58 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06646, over 18047.33 utterances.], batch size: 26, lr: 4.34e-04
2022-08-24 21:33:34,491 INFO [train.py:927] (6/8) Epoch 8, batch 11450, giga_loss[loss=0.1729, simple_loss=0.2561, pruned_loss=0.04483, over 12364.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03132, over 62.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2844, pruned_loss=0.06151, over 2472486.97 frames. utt_duration=594 frames, utt_pad_proportion=0.06124, over 16692.12 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2975, pruned_loss=0.06009, over 2460813.49 frames. utt_duration=1307 frames, utt_pad_proportion=0.04662, over 7538.34 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2841, pruned_loss=0.06214, over 2472829.74 frames. utt_duration=556.7 frames, utt_pad_proportion=0.06266, over 17815.96 utterances.], batch size: 62, lr: 4.34e-04
2022-08-24 21:35:25,187 INFO [train.py:927] (6/8) Epoch 8, batch 11500, giga_loss[loss=0.1659, simple_loss=0.2548, pruned_loss=0.03848, over 12446.00 frames. utt_duration=665.2 frames, utt_pad_proportion=0.03171, over 75.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2831, pruned_loss=0.06121, over 2472914.42 frames. utt_duration=590.8 frames, utt_pad_proportion=0.06293, over 16786.48 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2975, pruned_loss=0.0602, over 2461432.91 frames. utt_duration=1298 frames, utt_pad_proportion=0.05003, over 7592.21 utterances.], giga_tot_loss[loss=0.2029, simple_loss=0.2824, pruned_loss=0.06165, over 2472923.57 frames. utt_duration=554.4 frames, utt_pad_proportion=0.06276, over 17890.46 utterances.], batch size: 75, lr: 4.34e-04
2022-08-24 21:37:11,319 INFO [train.py:927] (6/8) Epoch 8, batch 11550, giga_loss[loss=0.1781, simple_loss=0.2498, pruned_loss=0.05317, over 12414.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03408, over 37.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2829, pruned_loss=0.06145, over 2472675.47 frames. utt_duration=614.2 frames, utt_pad_proportion=0.05844, over 16143.76 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2969, pruned_loss=0.05997, over 2461261.94 frames. utt_duration=1303 frames, utt_pad_proportion=0.04979, over 7564.45 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2827, pruned_loss=0.06201, over 2472970.14 frames. utt_duration=578 frames, utt_pad_proportion=0.05868, over 17159.23 utterances.], batch size: 37, lr: 4.34e-04
2022-08-24 21:38:54,064 INFO [train.py:927] (6/8) Epoch 8, batch 11600, giga_loss[loss=0.2506, simple_loss=0.3265, pruned_loss=0.08732, over 12411.00 frames. utt_duration=272.8 frames, utt_pad_proportion=0.0624, over 183.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2879, pruned_loss=0.06421, over 2472701.27 frames. utt_duration=600.9 frames, utt_pad_proportion=0.05818, over 16501.47 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2967, pruned_loss=0.05989, over 2461269.56 frames. utt_duration=1305 frames, utt_pad_proportion=0.04907, over 7550.61 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2876, pruned_loss=0.06479, over 2473175.78 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05876, over 17521.57 utterances.], batch size: 183, lr: 4.33e-04
2022-08-24 21:40:38,203 INFO [train.py:927] (6/8) Epoch 8, batch 11650, giga_loss[loss=0.2666, simple_loss=0.3441, pruned_loss=0.09458, over 12353.00 frames. utt_duration=798.3 frames, utt_pad_proportion=0.03122, over 62.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2933, pruned_loss=0.06675, over 2472952.34 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06382, over 17113.93 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.297, pruned_loss=0.05997, over 2461890.21 frames. utt_duration=1291 frames, utt_pad_proportion=0.05265, over 7633.96 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2926, pruned_loss=0.06735, over 2473181.85 frames. utt_duration=545.2 frames, utt_pad_proportion=0.06293, over 18196.21 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 21:42:23,758 INFO [train.py:927] (6/8) Epoch 8, batch 11700, giga_loss[loss=0.2385, simple_loss=0.3174, pruned_loss=0.07977, over 12380.00 frames. utt_duration=751.7 frames, utt_pad_proportion=0.02754, over 66.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.2982, pruned_loss=0.06811, over 2472967.23 frames. utt_duration=578.4 frames, utt_pad_proportion=0.06427, over 17146.28 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.297, pruned_loss=0.06017, over 2461895.48 frames. utt_duration=1296 frames, utt_pad_proportion=0.05149, over 7604.28 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2976, pruned_loss=0.06862, over 2473467.81 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06406, over 18300.12 utterances.], batch size: 66, lr: 4.33e-04
2022-08-24 21:44:08,760 INFO [train.py:927] (6/8) Epoch 8, batch 11750, giga_loss[loss=0.1841, simple_loss=0.2733, pruned_loss=0.04743, over 12331.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.3005, pruned_loss=0.06844, over 2473914.86 frames. utt_duration=574.6 frames, utt_pad_proportion=0.05947, over 17266.07 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2969, pruned_loss=0.0601, over 2461984.00 frames. utt_duration=1298 frames, utt_pad_proportion=0.0513, over 7597.26 utterances.], giga_tot_loss[loss=0.219, simple_loss=0.3002, pruned_loss=0.06895, over 2474280.45 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05963, over 18221.24 utterances.], batch size: 97, lr: 4.33e-04
2022-08-24 21:45:52,425 INFO [train.py:927] (6/8) Epoch 8, batch 11800, giga_loss[loss=0.2076, simple_loss=0.3004, pruned_loss=0.05738, over 12468.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03456, over 86.00 utterances.], tot_loss[loss=0.217, simple_loss=0.3, pruned_loss=0.06701, over 2474049.57 frames. utt_duration=573.2 frames, utt_pad_proportion=0.05945, over 17309.20 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2971, pruned_loss=0.06015, over 2462149.53 frames. utt_duration=1287 frames, utt_pad_proportion=0.05526, over 7659.16 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.2996, pruned_loss=0.06751, over 2474411.68 frames. utt_duration=545.4 frames, utt_pad_proportion=0.05823, over 18196.96 utterances.], batch size: 86, lr: 4.33e-04
2022-08-24 21:47:37,968 INFO [train.py:927] (6/8) Epoch 8, batch 11850, giga_loss[loss=0.2904, simple_loss=0.3546, pruned_loss=0.1131, over 12361.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1055, over 258.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3019, pruned_loss=0.06822, over 2473371.84 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06273, over 17887.31 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2971, pruned_loss=0.06015, over 2462149.53 frames. utt_duration=1287 frames, utt_pad_proportion=0.05526, over 7659.16 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3016, pruned_loss=0.06861, over 2473653.67 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06168, over 18578.26 utterances.], batch size: 258, lr: 4.33e-04
2022-08-24 21:49:23,173 INFO [train.py:927] (6/8) Epoch 8, batch 11900, giga_loss[loss=0.216, simple_loss=0.2987, pruned_loss=0.06668, over 12349.00 frames. utt_duration=544.3 frames, utt_pad_proportion=0.02977, over 91.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3037, pruned_loss=0.06953, over 2473915.20 frames. utt_duration=559.6 frames, utt_pad_proportion=0.0615, over 17731.46 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2974, pruned_loss=0.06042, over 2462356.46 frames. utt_duration=1290 frames, utt_pad_proportion=0.05443, over 7641.17 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3034, pruned_loss=0.06976, over 2474147.13 frames. utt_duration=537.5 frames, utt_pad_proportion=0.06104, over 18464.82 utterances.], batch size: 91, lr: 4.33e-04
2022-08-24 21:51:06,656 INFO [train.py:927] (6/8) Epoch 8, batch 11950, giga_loss[loss=0.2282, simple_loss=0.3024, pruned_loss=0.07697, over 12188.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03447, over 39.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3058, pruned_loss=0.07173, over 2473995.96 frames. utt_duration=570.1 frames, utt_pad_proportion=0.06154, over 17404.16 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2983, pruned_loss=0.06116, over 2462609.98 frames. utt_duration=1292 frames, utt_pad_proportion=0.05376, over 7631.61 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3047, pruned_loss=0.07135, over 2474099.79 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06148, over 18133.06 utterances.], batch size: 39, lr: 4.33e-04
2022-08-24 21:52:49,679 INFO [train.py:927] (6/8) Epoch 8, batch 12000, giga_loss[loss=0.2378, simple_loss=0.321, pruned_loss=0.07726, over 12349.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02946, over 48.00 utterances.], tot_loss[loss=0.2246, simple_loss=0.3067, pruned_loss=0.07127, over 2473691.92 frames. utt_duration=597.1 frames, utt_pad_proportion=0.05765, over 16612.54 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2986, pruned_loss=0.06116, over 2462764.19 frames. utt_duration=1294 frames, utt_pad_proportion=0.05279, over 7619.02 utterances.], giga_tot_loss[loss=0.2241, simple_loss=0.3057, pruned_loss=0.0712, over 2473863.39 frames. utt_duration=569.6 frames, utt_pad_proportion=0.05818, over 17418.64 utterances.], batch size: 48, lr: 4.33e-04
2022-08-24 21:52:49,680 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 21:53:04,024 INFO [train.py:967] (6/8) Epoch 8, validation: loss=0.1912, simple_loss=0.3092, pruned_loss=0.0366, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 21:54:47,168 INFO [train.py:927] (6/8) Epoch 8, batch 12050, giga_loss[loss=0.2391, simple_loss=0.3135, pruned_loss=0.08235, over 12364.00 frames. utt_duration=583.3 frames, utt_pad_proportion=0.03107, over 85.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.3075, pruned_loss=0.07116, over 2472738.40 frames. utt_duration=611.7 frames, utt_pad_proportion=0.05714, over 16208.54 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2983, pruned_loss=0.06119, over 2462750.61 frames. utt_duration=1286 frames, utt_pad_proportion=0.05616, over 7667.05 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3073, pruned_loss=0.07147, over 2473316.18 frames. utt_duration=577.6 frames, utt_pad_proportion=0.0563, over 17173.29 utterances.], batch size: 85, lr: 4.33e-04
2022-08-24 21:56:28,730 INFO [train.py:927] (6/8) Epoch 8, batch 12100, giga_loss[loss=0.2141, simple_loss=0.3021, pruned_loss=0.06303, over 12408.00 frames. utt_duration=309.8 frames, utt_pad_proportion=0.0469, over 161.00 utterances.], tot_loss[loss=0.2248, simple_loss=0.307, pruned_loss=0.07136, over 2472637.90 frames. utt_duration=600.5 frames, utt_pad_proportion=0.06501, over 16511.03 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.2984, pruned_loss=0.06156, over 2462940.20 frames. utt_duration=1278 frames, utt_pad_proportion=0.05901, over 7717.83 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3071, pruned_loss=0.07168, over 2473320.68 frames. utt_duration=563.9 frames, utt_pad_proportion=0.0627, over 17592.04 utterances.], batch size: 161, lr: 4.33e-04
2022-08-24 21:58:13,031 INFO [train.py:927] (6/8) Epoch 8, batch 12150, giga_loss[loss=0.1762, simple_loss=0.2644, pruned_loss=0.04397, over 12459.00 frames. utt_duration=1918 frames, utt_pad_proportion=0.03889, over 26.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3067, pruned_loss=0.07173, over 2472853.32 frames. utt_duration=636 frames, utt_pad_proportion=0.05953, over 15590.31 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2985, pruned_loss=0.06163, over 2463163.96 frames. utt_duration=1282 frames, utt_pad_proportion=0.05762, over 7691.61 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3069, pruned_loss=0.07218, over 2473470.14 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05851, over 16706.17 utterances.], batch size: 26, lr: 4.33e-04
2022-08-24 21:59:53,201 INFO [train.py:927] (6/8) Epoch 8, batch 12200, libri_loss[loss=0.2027, simple_loss=0.2945, pruned_loss=0.05548, over 12133.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005894, over 32.00 utterances.], tot_loss[loss=0.2258, simple_loss=0.3069, pruned_loss=0.07232, over 2472821.59 frames. utt_duration=620.6 frames, utt_pad_proportion=0.06259, over 15975.60 utterances.], libri_tot_loss[loss=0.2111, simple_loss=0.2986, pruned_loss=0.06182, over 2463039.34 frames. utt_duration=1287 frames, utt_pad_proportion=0.0562, over 7661.99 utterances.], giga_tot_loss[loss=0.2265, simple_loss=0.3072, pruned_loss=0.07286, over 2473764.98 frames. utt_duration=577.7 frames, utt_pad_proportion=0.0623, over 17174.00 utterances.], batch size: 32, lr: 4.33e-04
2022-08-24 22:01:38,298 INFO [train.py:927] (6/8) Epoch 8, batch 12250, giga_loss[loss=0.2206, simple_loss=0.3085, pruned_loss=0.06637, over 12403.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06781, over 184.00 utterances.], tot_loss[loss=0.224, simple_loss=0.3059, pruned_loss=0.071, over 2471911.99 frames. utt_duration=649.4 frames, utt_pad_proportion=0.05873, over 15260.99 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2983, pruned_loss=0.06178, over 2462891.86 frames. utt_duration=1293 frames, utt_pad_proportion=0.05536, over 7628.78 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3067, pruned_loss=0.07169, over 2473010.70 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05912, over 16424.01 utterances.], batch size: 184, lr: 4.33e-04
2022-08-24 22:03:20,219 INFO [train.py:927] (6/8) Epoch 8, batch 12300, giga_loss[loss=0.2062, simple_loss=0.2861, pruned_loss=0.06313, over 12351.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03216, over 97.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3056, pruned_loss=0.0709, over 2472273.48 frames. utt_duration=642.9 frames, utt_pad_proportion=0.05817, over 15416.94 utterances.], libri_tot_loss[loss=0.2109, simple_loss=0.2982, pruned_loss=0.06178, over 2462817.07 frames. utt_duration=1297 frames, utt_pad_proportion=0.05457, over 7604.31 utterances.], giga_tot_loss[loss=0.2248, simple_loss=0.3065, pruned_loss=0.07159, over 2473371.08 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05883, over 16490.67 utterances.], batch size: 97, lr: 4.33e-04
2022-08-24 22:05:05,434 INFO [train.py:927] (6/8) Epoch 8, batch 12350, giga_loss[loss=0.196, simple_loss=0.2776, pruned_loss=0.05718, over 12401.00 frames. utt_duration=801.5 frames, utt_pad_proportion=0.0297, over 62.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3033, pruned_loss=0.06956, over 2471973.74 frames. utt_duration=643.3 frames, utt_pad_proportion=0.0549, over 15406.35 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2986, pruned_loss=0.06204, over 2462791.87 frames. utt_duration=1297 frames, utt_pad_proportion=0.05411, over 7601.28 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3036, pruned_loss=0.06997, over 2472948.28 frames. utt_duration=607.4 frames, utt_pad_proportion=0.0558, over 16326.04 utterances.], batch size: 62, lr: 4.33e-04
2022-08-24 22:06:46,159 INFO [train.py:927] (6/8) Epoch 8, batch 12400, giga_loss[loss=0.1834, simple_loss=0.2709, pruned_loss=0.04793, over 12350.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03267, over 51.00 utterances.], tot_loss[loss=0.2192, simple_loss=0.3011, pruned_loss=0.06869, over 2471373.12 frames. utt_duration=681.7 frames, utt_pad_proportion=0.05183, over 14534.05 utterances.], libri_tot_loss[loss=0.2113, simple_loss=0.2986, pruned_loss=0.06204, over 2463003.64 frames. utt_duration=1299 frames, utt_pad_proportion=0.05347, over 7594.05 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3015, pruned_loss=0.06925, over 2472270.11 frames. utt_duration=638.7 frames, utt_pad_proportion=0.05306, over 15520.06 utterances.], batch size: 51, lr: 4.33e-04
2022-08-24 22:08:29,881 INFO [train.py:927] (6/8) Epoch 8, batch 12450, giga_loss[loss=0.2142, simple_loss=0.2876, pruned_loss=0.07036, over 12468.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03276, over 86.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.2993, pruned_loss=0.06848, over 2470412.17 frames. utt_duration=646.1 frames, utt_pad_proportion=0.06261, over 15328.61 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.299, pruned_loss=0.06245, over 2462930.75 frames. utt_duration=1295 frames, utt_pad_proportion=0.05365, over 7617.16 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.2992, pruned_loss=0.06865, over 2471286.80 frames. utt_duration=612.5 frames, utt_pad_proportion=0.06291, over 16179.11 utterances.], batch size: 86, lr: 4.33e-04
2022-08-24 22:10:14,657 INFO [train.py:927] (6/8) Epoch 8, batch 12500, giga_loss[loss=0.2381, simple_loss=0.3119, pruned_loss=0.08215, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02752, over 91.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2963, pruned_loss=0.06749, over 2471026.11 frames. utt_duration=639.4 frames, utt_pad_proportion=0.0606, over 15494.51 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2991, pruned_loss=0.06257, over 2462925.10 frames. utt_duration=1294 frames, utt_pad_proportion=0.05346, over 7620.08 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2962, pruned_loss=0.06753, over 2471751.63 frames. utt_duration=612.1 frames, utt_pad_proportion=0.06102, over 16192.56 utterances.], batch size: 91, lr: 4.32e-04
2022-08-24 22:11:57,850 INFO [train.py:927] (6/8) Epoch 8, batch 12550, giga_loss[loss=0.1868, simple_loss=0.2644, pruned_loss=0.05461, over 12326.00 frames. utt_duration=1334 frames, utt_pad_proportion=0.04208, over 37.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2962, pruned_loss=0.06741, over 2472116.21 frames. utt_duration=596.7 frames, utt_pad_proportion=0.06394, over 16614.03 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.299, pruned_loss=0.06271, over 2462732.31 frames. utt_duration=1297 frames, utt_pad_proportion=0.05288, over 7602.88 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2961, pruned_loss=0.06738, over 2472956.40 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06439, over 17282.90 utterances.], batch size: 37, lr: 4.32e-04
2022-08-24 22:13:41,224 INFO [train.py:927] (6/8) Epoch 8, batch 12600, libri_loss[loss=0.2529, simple_loss=0.3296, pruned_loss=0.08806, over 12455.00 frames. utt_duration=756.4 frames, utt_pad_proportion=0.1395, over 66.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2981, pruned_loss=0.06789, over 2473222.32 frames. utt_duration=553.7 frames, utt_pad_proportion=0.06704, over 17916.26 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2992, pruned_loss=0.06298, over 2462891.15 frames. utt_duration=1294 frames, utt_pad_proportion=0.05258, over 7622.96 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2978, pruned_loss=0.06776, over 2474035.73 frames. utt_duration=529.6 frames, utt_pad_proportion=0.0676, over 18737.71 utterances.], batch size: 66, lr: 4.32e-04
2022-08-24 22:15:22,217 INFO [train.py:927] (6/8) Epoch 8, batch 12650, libri_loss[loss=0.2494, simple_loss=0.3249, pruned_loss=0.08693, over 12318.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004903, over 35.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2982, pruned_loss=0.06715, over 2472685.87 frames. utt_duration=563.4 frames, utt_pad_proportion=0.06345, over 17602.99 utterances.], libri_tot_loss[loss=0.2132, simple_loss=0.2994, pruned_loss=0.06349, over 2462776.14 frames. utt_duration=1295 frames, utt_pad_proportion=0.05148, over 7616.42 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2977, pruned_loss=0.0667, over 2473755.59 frames. utt_duration=533.8 frames, utt_pad_proportion=0.06466, over 18589.70 utterances.], batch size: 35, lr: 4.32e-04
2022-08-24 22:17:01,959 INFO [train.py:927] (6/8) Epoch 8, batch 12700, libri_loss[loss=0.2323, simple_loss=0.3203, pruned_loss=0.07221, over 12275.00 frames. utt_duration=964.3 frames, utt_pad_proportion=0.06383, over 51.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2967, pruned_loss=0.06588, over 2472794.92 frames. utt_duration=568.4 frames, utt_pad_proportion=0.05932, over 17449.00 utterances.], libri_tot_loss[loss=0.2138, simple_loss=0.2998, pruned_loss=0.06394, over 2462714.70 frames. utt_duration=1292 frames, utt_pad_proportion=0.05129, over 7630.98 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.296, pruned_loss=0.06521, over 2473868.96 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06063, over 18391.41 utterances.], batch size: 51, lr: 4.32e-04
2022-08-24 22:18:44,149 INFO [train.py:927] (6/8) Epoch 8, batch 12750, giga_loss[loss=0.208, simple_loss=0.2965, pruned_loss=0.05972, over 12397.00 frames. utt_duration=341.1 frames, utt_pad_proportion=0.04447, over 146.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2979, pruned_loss=0.06687, over 2473323.81 frames. utt_duration=572.4 frames, utt_pad_proportion=0.05623, over 17330.84 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3006, pruned_loss=0.06472, over 2462954.89 frames. utt_duration=1294 frames, utt_pad_proportion=0.04993, over 7623.14 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2965, pruned_loss=0.06572, over 2474271.99 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05803, over 18388.27 utterances.], batch size: 146, lr: 4.32e-04
2022-08-24 22:20:23,840 INFO [train.py:927] (6/8) Epoch 8, batch 12800, giga_loss[loss=0.282, simple_loss=0.3479, pruned_loss=0.108, over 12389.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09708, over 256.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2994, pruned_loss=0.06757, over 2473625.70 frames. utt_duration=548.5 frames, utt_pad_proportion=0.05739, over 18087.66 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3004, pruned_loss=0.06481, over 2463003.24 frames. utt_duration=1298 frames, utt_pad_proportion=0.049, over 7600.74 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.2985, pruned_loss=0.06663, over 2474583.57 frames. utt_duration=517.3 frames, utt_pad_proportion=0.05911, over 19192.19 utterances.], batch size: 256, lr: 4.32e-04
2022-08-24 22:22:05,790 INFO [train.py:927] (6/8) Epoch 8, batch 12850, giga_loss[loss=0.2072, simple_loss=0.281, pruned_loss=0.06668, over 12238.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.0366, over 28.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3005, pruned_loss=0.06794, over 2473350.02 frames. utt_duration=550.5 frames, utt_pad_proportion=0.05726, over 18020.47 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.3002, pruned_loss=0.0649, over 2463070.62 frames. utt_duration=1301 frames, utt_pad_proportion=0.04837, over 7583.80 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3, pruned_loss=0.06717, over 2474234.15 frames. utt_duration=519.4 frames, utt_pad_proportion=0.05893, over 19108.74 utterances.], batch size: 28, lr: 4.32e-04
2022-08-24 22:23:51,696 INFO [train.py:927] (6/8) Epoch 8, batch 12900, giga_loss[loss=0.1979, simple_loss=0.2961, pruned_loss=0.04989, over 12449.00 frames. utt_duration=665.5 frames, utt_pad_proportion=0.03125, over 75.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3009, pruned_loss=0.06787, over 2473484.95 frames. utt_duration=573 frames, utt_pad_proportion=0.05588, over 17311.33 utterances.], libri_tot_loss[loss=0.2152, simple_loss=0.3003, pruned_loss=0.06503, over 2463214.27 frames. utt_duration=1301 frames, utt_pad_proportion=0.04816, over 7584.89 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3004, pruned_loss=0.06716, over 2474095.35 frames. utt_duration=545 frames, utt_pad_proportion=0.05741, over 18207.34 utterances.], batch size: 75, lr: 4.32e-04
2022-08-24 22:25:33,701 INFO [train.py:927] (6/8) Epoch 8, batch 12950, giga_loss[loss=0.2274, simple_loss=0.3121, pruned_loss=0.07131, over 12392.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.0267, over 66.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3003, pruned_loss=0.06751, over 2473906.27 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05286, over 17173.81 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.3006, pruned_loss=0.06528, over 2463456.61 frames. utt_duration=1303 frames, utt_pad_proportion=0.0476, over 7573.17 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.2996, pruned_loss=0.06679, over 2474315.18 frames. utt_duration=551.1 frames, utt_pad_proportion=0.05445, over 18009.74 utterances.], batch size: 66, lr: 4.32e-04
2022-08-24 22:27:14,711 INFO [train.py:927] (6/8) Epoch 8, batch 13000, giga_loss[loss=0.2329, simple_loss=0.3057, pruned_loss=0.08, over 12424.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03147, over 80.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2978, pruned_loss=0.06678, over 2473389.31 frames. utt_duration=571.2 frames, utt_pad_proportion=0.05639, over 17366.39 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3009, pruned_loss=0.06559, over 2463550.02 frames. utt_duration=1305 frames, utt_pad_proportion=0.04702, over 7559.80 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.297, pruned_loss=0.06595, over 2473820.78 frames. utt_duration=544.6 frames, utt_pad_proportion=0.05778, over 18221.11 utterances.], batch size: 80, lr: 4.32e-04
2022-08-24 22:28:55,588 INFO [train.py:927] (6/8) Epoch 8, batch 13050, giga_loss[loss=0.214, simple_loss=0.301, pruned_loss=0.06353, over 12343.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03282, over 58.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2987, pruned_loss=0.06605, over 2473702.14 frames. utt_duration=566.9 frames, utt_pad_proportion=0.05418, over 17502.14 utterances.], libri_tot_loss[loss=0.216, simple_loss=0.3008, pruned_loss=0.06556, over 2463700.27 frames. utt_duration=1307 frames, utt_pad_proportion=0.04687, over 7551.00 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2982, pruned_loss=0.06543, over 2473956.91 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05541, over 18218.33 utterances.], batch size: 58, lr: 4.32e-04
2022-08-24 22:30:36,777 INFO [train.py:927] (6/8) Epoch 8, batch 13100, giga_loss[loss=0.2126, simple_loss=0.2899, pruned_loss=0.06768, over 12425.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03288, over 80.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2982, pruned_loss=0.06644, over 2472995.84 frames. utt_duration=585.9 frames, utt_pad_proportion=0.05092, over 16927.82 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.3008, pruned_loss=0.06571, over 2463772.00 frames. utt_duration=1309 frames, utt_pad_proportion=0.04636, over 7536.86 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2977, pruned_loss=0.06583, over 2473259.53 frames. utt_duration=562.7 frames, utt_pad_proportion=0.05225, over 17628.83 utterances.], batch size: 80, lr: 4.32e-04
2022-08-24 22:32:18,786 INFO [train.py:927] (6/8) Epoch 8, batch 13150, giga_loss[loss=0.1976, simple_loss=0.2766, pruned_loss=0.05928, over 12430.00 frames. utt_duration=1037 frames, utt_pad_proportion=0.02309, over 48.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2983, pruned_loss=0.06857, over 2472895.65 frames. utt_duration=583.7 frames, utt_pad_proportion=0.05232, over 16989.95 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.301, pruned_loss=0.06593, over 2463949.39 frames. utt_duration=1311 frames, utt_pad_proportion=0.04534, over 7528.76 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2977, pruned_loss=0.06793, over 2473186.82 frames. utt_duration=557.1 frames, utt_pad_proportion=0.05377, over 17805.02 utterances.], batch size: 48, lr: 4.32e-04
2022-08-24 22:33:59,420 INFO [train.py:927] (6/8) Epoch 8, batch 13200, giga_loss[loss=0.189, simple_loss=0.258, pruned_loss=0.06001, over 12197.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03275, over 39.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2962, pruned_loss=0.06777, over 2473351.83 frames. utt_duration=582.6 frames, utt_pad_proportion=0.0508, over 17026.28 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.3009, pruned_loss=0.06599, over 2464200.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.04561, over 7553.85 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2957, pruned_loss=0.06726, over 2473532.09 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05198, over 17825.48 utterances.], batch size: 39, lr: 4.32e-04
2022-08-24 22:35:39,515 INFO [train.py:927] (6/8) Epoch 8, batch 13250, libri_loss[loss=0.1955, simple_loss=0.2783, pruned_loss=0.0563, over 12272.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007434, over 32.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2945, pruned_loss=0.06716, over 2473386.15 frames. utt_duration=581.2 frames, utt_pad_proportion=0.05129, over 17068.31 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.301, pruned_loss=0.06637, over 2464126.73 frames. utt_duration=1299 frames, utt_pad_proportion=0.0492, over 7594.53 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2939, pruned_loss=0.06648, over 2474034.59 frames. utt_duration=547.8 frames, utt_pad_proportion=0.05109, over 18113.82 utterances.], batch size: 32, lr: 4.32e-04
2022-08-24 22:37:21,418 INFO [train.py:927] (6/8) Epoch 8, batch 13300, giga_loss[loss=0.1852, simple_loss=0.2785, pruned_loss=0.04593, over 12296.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02802, over 45.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2913, pruned_loss=0.06557, over 2473564.34 frames. utt_duration=585.8 frames, utt_pad_proportion=0.05134, over 16933.27 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3014, pruned_loss=0.06696, over 2464713.42 frames. utt_duration=1288 frames, utt_pad_proportion=0.05225, over 7661.61 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2902, pruned_loss=0.06447, over 2473800.34 frames. utt_duration=552.2 frames, utt_pad_proportion=0.05006, over 17967.19 utterances.], batch size: 45, lr: 4.32e-04
2022-08-24 22:39:03,433 INFO [train.py:927] (6/8) Epoch 8, batch 13350, giga_loss[loss=0.1966, simple_loss=0.2894, pruned_loss=0.05184, over 12373.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04236, over 133.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2941, pruned_loss=0.06634, over 2473208.01 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05266, over 16950.26 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.3027, pruned_loss=0.06748, over 2464827.13 frames. utt_duration=1274 frames, utt_pad_proportion=0.05654, over 7745.66 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2918, pruned_loss=0.06495, over 2473410.47 frames. utt_duration=556.7 frames, utt_pad_proportion=0.0497, over 17818.77 utterances.], batch size: 133, lr: 4.32e-04
2022-08-24 22:40:45,921 INFO [train.py:927] (6/8) Epoch 8, batch 13400, giga_loss[loss=0.2325, simple_loss=0.3058, pruned_loss=0.07955, over 12174.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.03445, over 39.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2973, pruned_loss=0.06791, over 2473877.97 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06002, over 17852.42 utterances.], libri_tot_loss[loss=0.2197, simple_loss=0.3034, pruned_loss=0.068, over 2464925.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.06071, over 7820.85 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2948, pruned_loss=0.06633, over 2474097.91 frames. utt_duration=532.6 frames, utt_pad_proportion=0.0557, over 18634.38 utterances.], batch size: 39, lr: 4.32e-04
2022-08-24 22:42:29,481 INFO [train.py:927] (6/8) Epoch 8, batch 13450, giga_loss[loss=0.2121, simple_loss=0.2912, pruned_loss=0.06655, over 12461.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04142, over 34.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.2988, pruned_loss=0.06837, over 2473953.10 frames. utt_duration=567.5 frames, utt_pad_proportion=0.05792, over 17483.17 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3032, pruned_loss=0.06825, over 2465210.10 frames. utt_duration=1255 frames, utt_pad_proportion=0.06353, over 7866.91 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2967, pruned_loss=0.06684, over 2474168.09 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05314, over 18426.60 utterances.], batch size: 34, lr: 4.31e-04
2022-08-24 22:44:24,220 INFO [train.py:927] (6/8) Epoch 8, batch 13500, giga_loss[loss=0.2622, simple_loss=0.3348, pruned_loss=0.09477, over 12412.00 frames. utt_duration=474.2 frames, utt_pad_proportion=0.03618, over 105.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3048, pruned_loss=0.07293, over 2473865.27 frames. utt_duration=572.6 frames, utt_pad_proportion=0.0565, over 17328.03 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.303, pruned_loss=0.06836, over 2465561.15 frames. utt_duration=1259 frames, utt_pad_proportion=0.06256, over 7844.78 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3032, pruned_loss=0.07166, over 2473873.87 frames. utt_duration=543.2 frames, utt_pad_proportion=0.05309, over 18267.20 utterances.], batch size: 105, lr: 4.31e-04
2022-08-24 22:46:08,021 INFO [train.py:927] (6/8) Epoch 8, batch 13550, giga_loss[loss=0.2831, simple_loss=0.3508, pruned_loss=0.1077, over 12345.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03097, over 85.00 utterances.], tot_loss[loss=0.2333, simple_loss=0.3117, pruned_loss=0.07741, over 2474158.61 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05997, over 17838.15 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3033, pruned_loss=0.06881, over 2465571.21 frames. utt_duration=1260 frames, utt_pad_proportion=0.06159, over 7835.91 utterances.], giga_tot_loss[loss=0.2313, simple_loss=0.3103, pruned_loss=0.07612, over 2474317.41 frames. utt_duration=528.4 frames, utt_pad_proportion=0.05758, over 18782.22 utterances.], batch size: 85, lr: 4.31e-04
2022-08-24 22:47:52,004 INFO [train.py:927] (6/8) Epoch 8, batch 13600, libri_loss[loss=0.208, simple_loss=0.2965, pruned_loss=0.0598, over 12290.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.00684, over 35.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3201, pruned_loss=0.08424, over 2474118.70 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06227, over 18539.60 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3036, pruned_loss=0.06919, over 2465803.58 frames. utt_duration=1263 frames, utt_pad_proportion=0.06001, over 7821.00 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3192, pruned_loss=0.0833, over 2474365.51 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06084, over 19691.39 utterances.], batch size: 35, lr: 4.31e-04
2022-08-24 22:49:35,359 INFO [train.py:927] (6/8) Epoch 8, batch 13650, giga_loss[loss=0.216, simple_loss=0.2995, pruned_loss=0.06623, over 12429.00 frames. utt_duration=664.5 frames, utt_pad_proportion=0.03274, over 75.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3231, pruned_loss=0.08724, over 2473914.16 frames. utt_duration=517.6 frames, utt_pad_proportion=0.06791, over 19173.81 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3037, pruned_loss=0.06961, over 2465504.08 frames. utt_duration=1263 frames, utt_pad_proportion=0.05955, over 7815.87 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3227, pruned_loss=0.08656, over 2474617.86 frames. utt_duration=486.3 frames, utt_pad_proportion=0.06676, over 20417.80 utterances.], batch size: 75, lr: 4.31e-04
2022-08-24 22:51:23,067 INFO [train.py:927] (6/8) Epoch 8, batch 13700, giga_loss[loss=0.3202, simple_loss=0.3764, pruned_loss=0.132, over 12434.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05395, over 162.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3268, pruned_loss=0.09124, over 2474150.95 frames. utt_duration=486.2 frames, utt_pad_proportion=0.07092, over 20418.01 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3032, pruned_loss=0.06957, over 2465415.76 frames. utt_duration=1271 frames, utt_pad_proportion=0.05804, over 7766.07 utterances.], giga_tot_loss[loss=0.2553, simple_loss=0.3278, pruned_loss=0.09141, over 2475079.51 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07045, over 21884.87 utterances.], batch size: 162, lr: 4.31e-04
2022-08-24 22:53:14,626 INFO [train.py:927] (6/8) Epoch 8, batch 13750, giga_loss[loss=0.2965, simple_loss=0.3521, pruned_loss=0.1205, over 12221.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03221, over 42.00 utterances.], tot_loss[loss=0.2617, simple_loss=0.332, pruned_loss=0.09575, over 2474510.58 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07507, over 21410.69 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3032, pruned_loss=0.06977, over 2465468.65 frames. utt_duration=1260 frames, utt_pad_proportion=0.06219, over 7835.63 utterances.], giga_tot_loss[loss=0.2625, simple_loss=0.333, pruned_loss=0.09603, over 2475319.89 frames. utt_duration=437.9 frames, utt_pad_proportion=0.07329, over 22684.37 utterances.], batch size: 42, lr: 4.31e-04
2022-08-24 22:54:58,710 INFO [train.py:927] (6/8) Epoch 8, batch 13800, giga_loss[loss=0.2281, simple_loss=0.3065, pruned_loss=0.07481, over 12388.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.05019, over 34.00 utterances.], tot_loss[loss=0.2628, simple_loss=0.3324, pruned_loss=0.09654, over 2474733.44 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07251, over 21431.38 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.06977, over 2465571.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.06144, over 7828.13 utterances.], giga_tot_loss[loss=0.2639, simple_loss=0.3335, pruned_loss=0.0971, over 2475390.09 frames. utt_duration=439.2 frames, utt_pad_proportion=0.07152, over 22618.87 utterances.], batch size: 34, lr: 4.31e-04
2022-08-24 22:56:43,689 INFO [train.py:927] (6/8) Epoch 8, batch 13850, giga_loss[loss=0.3105, simple_loss=0.3717, pruned_loss=0.1247, over 12385.00 frames. utt_duration=270.7 frames, utt_pad_proportion=0.06961, over 184.00 utterances.], tot_loss[loss=0.2643, simple_loss=0.3339, pruned_loss=0.09737, over 2474977.54 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07405, over 22083.91 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3035, pruned_loss=0.06977, over 2465980.49 frames. utt_duration=1266 frames, utt_pad_proportion=0.05997, over 7798.67 utterances.], giga_tot_loss[loss=0.2664, simple_loss=0.3356, pruned_loss=0.09866, over 2475431.65 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07372, over 23492.57 utterances.], batch size: 184, lr: 4.31e-04
2022-08-24 22:58:31,553 INFO [train.py:927] (6/8) Epoch 8, batch 13900, giga_loss[loss=0.2501, simple_loss=0.3211, pruned_loss=0.08959, over 12386.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.04514, over 146.00 utterances.], tot_loss[loss=0.2624, simple_loss=0.333, pruned_loss=0.09589, over 2474550.95 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07505, over 21752.44 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.303, pruned_loss=0.06965, over 2465956.64 frames. utt_duration=1270 frames, utt_pad_proportion=0.05929, over 7775.81 utterances.], giga_tot_loss[loss=0.2652, simple_loss=0.3353, pruned_loss=0.0975, over 2475085.16 frames. utt_duration=429.3 frames, utt_pad_proportion=0.075, over 23139.16 utterances.], batch size: 146, lr: 4.31e-04
2022-08-24 23:00:17,401 INFO [train.py:927] (6/8) Epoch 8, batch 13950, giga_loss[loss=0.3231, simple_loss=0.3661, pruned_loss=0.1401, over 12340.00 frames. utt_duration=138.6 frames, utt_pad_proportion=0.1847, over 360.00 utterances.], tot_loss[loss=0.2623, simple_loss=0.3335, pruned_loss=0.09552, over 2474383.43 frames. utt_duration=436.2 frames, utt_pad_proportion=0.08388, over 22768.38 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3034, pruned_loss=0.0701, over 2466218.14 frames. utt_duration=1260 frames, utt_pad_proportion=0.06289, over 7839.90 utterances.], giga_tot_loss[loss=0.2649, simple_loss=0.3357, pruned_loss=0.097, over 2474755.33 frames. utt_duration=411.3 frames, utt_pad_proportion=0.08267, over 24156.08 utterances.], batch size: 360, lr: 4.31e-04
2022-08-24 23:02:01,938 INFO [train.py:927] (6/8) Epoch 8, batch 14000, libri_loss[loss=0.2538, simple_loss=0.3207, pruned_loss=0.09339, over 12465.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007378, over 37.00 utterances.], tot_loss[loss=0.2579, simple_loss=0.3306, pruned_loss=0.09261, over 2474778.84 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07821, over 22104.43 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3038, pruned_loss=0.07057, over 2466469.05 frames. utt_duration=1256 frames, utt_pad_proportion=0.06287, over 7864.73 utterances.], giga_tot_loss[loss=0.26, simple_loss=0.3325, pruned_loss=0.09378, over 2474979.25 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07766, over 23448.61 utterances.], batch size: 37, lr: 4.31e-04
2022-08-24 23:03:45,662 INFO [train.py:927] (6/8) Epoch 8, batch 14050, giga_loss[loss=0.2312, simple_loss=0.3162, pruned_loss=0.07303, over 12385.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02595, over 66.00 utterances.], tot_loss[loss=0.2564, simple_loss=0.3292, pruned_loss=0.09179, over 2475495.29 frames. utt_duration=438.5 frames, utt_pad_proportion=0.08015, over 22659.43 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3034, pruned_loss=0.07045, over 2466552.03 frames. utt_duration=1261 frames, utt_pad_proportion=0.06172, over 7832.53 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3315, pruned_loss=0.09328, over 2475763.84 frames. utt_duration=412.8 frames, utt_pad_proportion=0.08006, over 24072.68 utterances.], batch size: 66, lr: 4.31e-04
2022-08-24 23:05:41,137 INFO [train.py:927] (6/8) Epoch 8, batch 14100, giga_loss[loss=0.229, simple_loss=0.3145, pruned_loss=0.07178, over 12390.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03218, over 122.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.327, pruned_loss=0.08941, over 2475258.08 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07963, over 22317.54 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3034, pruned_loss=0.07018, over 2466809.51 frames. utt_duration=1263 frames, utt_pad_proportion=0.06097, over 7819.04 utterances.], giga_tot_loss[loss=0.2559, simple_loss=0.3294, pruned_loss=0.09121, over 2475390.75 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07993, over 23724.97 utterances.], batch size: 122, lr: 4.31e-04
2022-08-24 23:07:29,450 INFO [train.py:927] (6/8) Epoch 8, batch 14150, giga_loss[loss=0.2529, simple_loss=0.3316, pruned_loss=0.08712, over 12357.00 frames. utt_duration=511 frames, utt_pad_proportion=0.03216, over 97.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3283, pruned_loss=0.08807, over 2475346.30 frames. utt_duration=449.5 frames, utt_pad_proportion=0.07912, over 22099.33 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3035, pruned_loss=0.07027, over 2466783.08 frames. utt_duration=1266 frames, utt_pad_proportion=0.06053, over 7805.89 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3303, pruned_loss=0.08956, over 2475534.76 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07956, over 23337.06 utterances.], batch size: 97, lr: 4.31e-04
2022-08-24 23:09:16,572 INFO [train.py:927] (6/8) Epoch 8, batch 14200, giga_loss[loss=0.2841, simple_loss=0.3533, pruned_loss=0.1075, over 12404.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03311, over 80.00 utterances.], tot_loss[loss=0.2517, simple_loss=0.3275, pruned_loss=0.08798, over 2475501.03 frames. utt_duration=459 frames, utt_pad_proportion=0.0774, over 21642.65 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3036, pruned_loss=0.07064, over 2466884.60 frames. utt_duration=1270 frames, utt_pad_proportion=0.0594, over 7780.91 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3296, pruned_loss=0.08926, over 2475757.37 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07832, over 22975.05 utterances.], batch size: 80, lr: 4.31e-04
2022-08-24 23:11:05,275 INFO [train.py:927] (6/8) Epoch 8, batch 14250, giga_loss[loss=0.2035, simple_loss=0.2879, pruned_loss=0.05951, over 12254.00 frames. utt_duration=909.1 frames, utt_pad_proportion=0.02558, over 54.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3244, pruned_loss=0.08673, over 2475213.20 frames. utt_duration=468.3 frames, utt_pad_proportion=0.07799, over 21206.44 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3035, pruned_loss=0.07077, over 2466923.49 frames. utt_duration=1260 frames, utt_pad_proportion=0.0633, over 7839.10 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3265, pruned_loss=0.08791, over 2475558.87 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07754, over 22452.26 utterances.], batch size: 54, lr: 4.31e-04
2022-08-24 23:12:52,720 INFO [train.py:927] (6/8) Epoch 8, batch 14300, libri_loss[loss=0.2559, simple_loss=0.326, pruned_loss=0.09289, over 12150.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005845, over 35.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3239, pruned_loss=0.0865, over 2474930.55 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07505, over 21111.58 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3041, pruned_loss=0.07126, over 2466795.34 frames. utt_duration=1256 frames, utt_pad_proportion=0.06224, over 7868.42 utterances.], giga_tot_loss[loss=0.2508, simple_loss=0.3261, pruned_loss=0.0878, over 2475763.90 frames. utt_duration=436.4 frames, utt_pad_proportion=0.07545, over 22768.20 utterances.], batch size: 35, lr: 4.31e-04
2022-08-24 23:14:40,827 INFO [train.py:927] (6/8) Epoch 8, batch 14350, libri_loss[loss=0.2429, simple_loss=0.3169, pruned_loss=0.08447, over 12448.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006281, over 35.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3224, pruned_loss=0.08413, over 2475063.83 frames. utt_duration=492 frames, utt_pad_proportion=0.06827, over 20182.74 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.304, pruned_loss=0.07124, over 2466738.80 frames. utt_duration=1259 frames, utt_pad_proportion=0.06159, over 7844.54 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3245, pruned_loss=0.08536, over 2475874.10 frames. utt_duration=458.1 frames, utt_pad_proportion=0.06929, over 21689.26 utterances.], batch size: 35, lr: 4.30e-04
2022-08-24 23:16:27,353 INFO [train.py:927] (6/8) Epoch 8, batch 14400, giga_loss[loss=0.266, simple_loss=0.3195, pruned_loss=0.1063, over 12353.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1994, over 367.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3207, pruned_loss=0.08349, over 2473612.73 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07002, over 19731.17 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3047, pruned_loss=0.07177, over 2466663.79 frames. utt_duration=1258 frames, utt_pad_proportion=0.06093, over 7851.26 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3221, pruned_loss=0.0843, over 2474543.51 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07097, over 21253.37 utterances.], batch size: 367, lr: 4.30e-04
2022-08-24 23:18:11,938 INFO [train.py:927] (6/8) Epoch 8, batch 14450, giga_loss[loss=0.249, simple_loss=0.3238, pruned_loss=0.08715, over 12350.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03257, over 97.00 utterances.], tot_loss[loss=0.2436, simple_loss=0.3198, pruned_loss=0.08369, over 2474042.01 frames. utt_duration=514.8 frames, utt_pad_proportion=0.06449, over 19279.03 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3048, pruned_loss=0.07212, over 2467010.02 frames. utt_duration=1260 frames, utt_pad_proportion=0.0597, over 7843.62 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3214, pruned_loss=0.08442, over 2474677.43 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06613, over 20877.49 utterances.], batch size: 97, lr: 4.30e-04
2022-08-24 23:19:58,223 INFO [train.py:927] (6/8) Epoch 8, batch 14500, giga_loss[loss=0.2754, simple_loss=0.339, pruned_loss=0.106, over 12376.00 frames. utt_duration=340.6 frames, utt_pad_proportion=0.04582, over 146.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3189, pruned_loss=0.08447, over 2474747.23 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06636, over 20073.53 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3046, pruned_loss=0.0722, over 2467401.76 frames. utt_duration=1263 frames, utt_pad_proportion=0.05883, over 7820.87 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3206, pruned_loss=0.08517, over 2475033.51 frames. utt_duration=460.6 frames, utt_pad_proportion=0.06781, over 21563.60 utterances.], batch size: 146, lr: 4.30e-04
2022-08-24 23:21:44,635 INFO [train.py:927] (6/8) Epoch 8, batch 14550, giga_loss[loss=0.3225, simple_loss=0.3657, pruned_loss=0.1397, over 12361.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1022, over 257.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3197, pruned_loss=0.08579, over 2474743.92 frames. utt_duration=475.8 frames, utt_pad_proportion=0.06853, over 20867.23 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3048, pruned_loss=0.07231, over 2467665.12 frames. utt_duration=1264 frames, utt_pad_proportion=0.05795, over 7818.49 utterances.], giga_tot_loss[loss=0.2471, simple_loss=0.3212, pruned_loss=0.08648, over 2474872.87 frames. utt_duration=446 frames, utt_pad_proportion=0.06984, over 22267.63 utterances.], batch size: 257, lr: 4.30e-04
2022-08-24 23:23:32,123 INFO [train.py:927] (6/8) Epoch 8, batch 14600, giga_loss[loss=0.2324, simple_loss=0.3157, pruned_loss=0.07454, over 12443.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03571, over 123.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3198, pruned_loss=0.08497, over 2474806.81 frames. utt_duration=463.3 frames, utt_pad_proportion=0.07295, over 21431.90 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3046, pruned_loss=0.0722, over 2467614.90 frames. utt_duration=1266 frames, utt_pad_proportion=0.0576, over 7806.31 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3212, pruned_loss=0.08571, over 2475012.12 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07385, over 22650.83 utterances.], batch size: 123, lr: 4.30e-04
2022-08-24 23:25:16,626 INFO [train.py:927] (6/8) Epoch 8, batch 14650, giga_loss[loss=0.2158, simple_loss=0.3021, pruned_loss=0.06473, over 12357.00 frames. utt_duration=853.6 frames, utt_pad_proportion=0.03223, over 58.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3176, pruned_loss=0.08292, over 2474202.52 frames. utt_duration=487.8 frames, utt_pad_proportion=0.07239, over 20348.71 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3043, pruned_loss=0.07222, over 2467317.52 frames. utt_duration=1270 frames, utt_pad_proportion=0.05643, over 7778.27 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3194, pruned_loss=0.08381, over 2474816.41 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07366, over 21701.97 utterances.], batch size: 58, lr: 4.30e-04
2022-08-24 23:27:05,338 INFO [train.py:927] (6/8) Epoch 8, batch 14700, giga_loss[loss=0.284, simple_loss=0.3495, pruned_loss=0.1093, over 12366.00 frames. utt_duration=373.3 frames, utt_pad_proportion=0.04286, over 133.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3196, pruned_loss=0.08528, over 2474256.48 frames. utt_duration=472.6 frames, utt_pad_proportion=0.07343, over 21004.72 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3042, pruned_loss=0.07228, over 2467560.73 frames. utt_duration=1272 frames, utt_pad_proportion=0.05602, over 7768.54 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3212, pruned_loss=0.08602, over 2474598.09 frames. utt_duration=447.8 frames, utt_pad_proportion=0.0745, over 22177.21 utterances.], batch size: 133, lr: 4.30e-04
2022-08-24 23:28:51,061 INFO [train.py:927] (6/8) Epoch 8, batch 14750, giga_loss[loss=0.2275, simple_loss=0.3089, pruned_loss=0.07302, over 12388.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02656, over 66.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3205, pruned_loss=0.08608, over 2474238.71 frames. utt_duration=485.4 frames, utt_pad_proportion=0.06994, over 20448.85 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3048, pruned_loss=0.07224, over 2467506.04 frames. utt_duration=1274 frames, utt_pad_proportion=0.05542, over 7754.03 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3215, pruned_loss=0.08689, over 2474659.91 frames. utt_duration=460.3 frames, utt_pad_proportion=0.07125, over 21571.20 utterances.], batch size: 66, lr: 4.30e-04
2022-08-24 23:30:39,427 INFO [train.py:927] (6/8) Epoch 8, batch 14800, giga_loss[loss=0.2727, simple_loss=0.34, pruned_loss=0.1027, over 12429.00 frames. utt_duration=405.6 frames, utt_pad_proportion=0.03897, over 123.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3202, pruned_loss=0.08637, over 2473576.58 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07089, over 20531.23 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3051, pruned_loss=0.07254, over 2467474.69 frames. utt_duration=1274 frames, utt_pad_proportion=0.05502, over 7753.47 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3208, pruned_loss=0.08687, over 2473992.48 frames. utt_duration=461.3 frames, utt_pad_proportion=0.07204, over 21520.82 utterances.], batch size: 123, lr: 4.30e-04
2022-08-24 23:32:22,952 INFO [train.py:927] (6/8) Epoch 8, batch 14850, giga_loss[loss=0.2349, simple_loss=0.3313, pruned_loss=0.06928, over 12163.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04495, over 28.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3204, pruned_loss=0.08558, over 2473764.81 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07329, over 20875.14 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3054, pruned_loss=0.07294, over 2467085.82 frames. utt_duration=1272 frames, utt_pad_proportion=0.05495, over 7767.11 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3209, pruned_loss=0.08587, over 2474564.32 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07427, over 21888.12 utterances.], batch size: 28, lr: 4.30e-04
2022-08-24 23:34:10,984 INFO [train.py:927] (6/8) Epoch 8, batch 14900, giga_loss[loss=0.2183, simple_loss=0.2937, pruned_loss=0.0714, over 12384.00 frames. utt_duration=477.7 frames, utt_pad_proportion=0.03103, over 104.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3194, pruned_loss=0.08486, over 2473840.15 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07054, over 21110.05 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3056, pruned_loss=0.07301, over 2467032.84 frames. utt_duration=1271 frames, utt_pad_proportion=0.05459, over 7771.45 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3198, pruned_loss=0.08515, over 2474577.01 frames. utt_duration=450.7 frames, utt_pad_proportion=0.07159, over 22031.51 utterances.], batch size: 104, lr: 4.30e-04
2022-08-24 23:35:54,415 INFO [train.py:927] (6/8) Epoch 8, batch 14950, giga_loss[loss=0.2589, simple_loss=0.3356, pruned_loss=0.09111, over 12332.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03228, over 85.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3202, pruned_loss=0.08578, over 2474038.80 frames. utt_duration=473.4 frames, utt_pad_proportion=0.07048, over 20969.24 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3053, pruned_loss=0.07291, over 2467006.68 frames. utt_duration=1274 frames, utt_pad_proportion=0.05386, over 7756.40 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3211, pruned_loss=0.08633, over 2474797.23 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07165, over 22003.14 utterances.], batch size: 85, lr: 4.30e-04
2022-08-24 23:37:44,738 INFO [train.py:927] (6/8) Epoch 8, batch 15000, giga_loss[loss=0.2802, simple_loss=0.3625, pruned_loss=0.09894, over 12380.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04533, over 31.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3235, pruned_loss=0.08541, over 2474042.37 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06584, over 20182.29 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3052, pruned_loss=0.07284, over 2466926.81 frames. utt_duration=1277 frames, utt_pad_proportion=0.05329, over 7736.16 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3244, pruned_loss=0.08608, over 2474805.34 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06723, over 21189.64 utterances.], batch size: 31, lr: 4.30e-04
2022-08-24 23:37:44,739 INFO [train.py:958] (6/8) Computing validation loss
2022-08-24 23:38:00,969 INFO [train.py:967] (6/8) Epoch 8, validation: loss=0.1838, simple_loss=0.2941, pruned_loss=0.03679, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-24 23:39:45,910 INFO [train.py:927] (6/8) Epoch 8, batch 15050, giga_loss[loss=0.2336, simple_loss=0.3154, pruned_loss=0.07596, over 12366.00 frames. utt_duration=750.9 frames, utt_pad_proportion=0.02864, over 66.00 utterances.], tot_loss[loss=0.2499, simple_loss=0.3255, pruned_loss=0.08712, over 2474792.61 frames. utt_duration=491.8 frames, utt_pad_proportion=0.06509, over 20189.26 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.305, pruned_loss=0.07287, over 2467076.72 frames. utt_duration=1281 frames, utt_pad_proportion=0.0521, over 7713.32 utterances.], giga_tot_loss[loss=0.2515, simple_loss=0.327, pruned_loss=0.088, over 2475464.10 frames. utt_duration=464.9 frames, utt_pad_proportion=0.06674, over 21365.85 utterances.], batch size: 66, lr: 4.30e-04
2022-08-24 23:41:31,405 INFO [train.py:927] (6/8) Epoch 8, batch 15100, giga_loss[loss=0.2527, simple_loss=0.3126, pruned_loss=0.09635, over 12479.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03401, over 40.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3268, pruned_loss=0.08972, over 2474346.22 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07763, over 21755.01 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3051, pruned_loss=0.07329, over 2466971.27 frames. utt_duration=1283 frames, utt_pad_proportion=0.05084, over 7701.85 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3287, pruned_loss=0.09067, over 2475274.90 frames. utt_duration=427.4 frames, utt_pad_proportion=0.07895, over 23245.76 utterances.], batch size: 40, lr: 4.30e-04
2022-08-24 23:43:17,286 INFO [train.py:927] (6/8) Epoch 8, batch 15150, giga_loss[loss=0.2609, simple_loss=0.3295, pruned_loss=0.09611, over 12372.00 frames. utt_duration=340.5 frames, utt_pad_proportion=0.0461, over 146.00 utterances.], tot_loss[loss=0.252, simple_loss=0.3254, pruned_loss=0.08932, over 2474479.40 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07326, over 21580.58 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3048, pruned_loss=0.07319, over 2466977.28 frames. utt_duration=1288 frames, utt_pad_proportion=0.04998, over 7672.58 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3277, pruned_loss=0.09054, over 2475380.96 frames. utt_duration=429.9 frames, utt_pad_proportion=0.075, over 23110.97 utterances.], batch size: 146, lr: 4.30e-04
2022-08-24 23:45:04,045 INFO [train.py:927] (6/8) Epoch 8, batch 15200, giga_loss[loss=0.2265, simple_loss=0.3108, pruned_loss=0.07112, over 12131.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.0357, over 30.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3231, pruned_loss=0.08812, over 2474307.98 frames. utt_duration=473.7 frames, utt_pad_proportion=0.07201, over 20957.24 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3044, pruned_loss=0.07314, over 2467218.26 frames. utt_duration=1290 frames, utt_pad_proportion=0.04926, over 7660.31 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3257, pruned_loss=0.0894, over 2474951.37 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07387, over 22424.02 utterances.], batch size: 30, lr: 4.30e-04
2022-08-24 23:46:50,544 INFO [train.py:927] (6/8) Epoch 8, batch 15250, giga_loss[loss=0.2942, simple_loss=0.3435, pruned_loss=0.1224, over 12344.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2046, over 369.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.3221, pruned_loss=0.08763, over 2474425.33 frames. utt_duration=467.6 frames, utt_pad_proportion=0.07746, over 21234.12 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3047, pruned_loss=0.07325, over 2467452.99 frames. utt_duration=1294 frames, utt_pad_proportion=0.04833, over 7638.99 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3242, pruned_loss=0.08887, over 2474893.05 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07898, over 22695.28 utterances.], batch size: 369, lr: 4.30e-04
2022-08-24 23:48:36,093 INFO [train.py:927] (6/8) Epoch 8, batch 15300, giga_loss[loss=0.218, simple_loss=0.2954, pruned_loss=0.07033, over 12166.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0345, over 39.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3198, pruned_loss=0.08623, over 2473684.53 frames. utt_duration=484.2 frames, utt_pad_proportion=0.07543, over 20499.43 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3046, pruned_loss=0.07313, over 2467054.56 frames. utt_duration=1297 frames, utt_pad_proportion=0.04788, over 7618.05 utterances.], giga_tot_loss[loss=0.2486, simple_loss=0.322, pruned_loss=0.08764, over 2474576.58 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07718, over 21988.10 utterances.], batch size: 39, lr: 4.29e-04
2022-08-24 23:50:22,084 INFO [train.py:927] (6/8) Epoch 8, batch 15350, libri_loss[loss=0.1924, simple_loss=0.2712, pruned_loss=0.05676, over 12217.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006277, over 31.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3213, pruned_loss=0.08675, over 2473350.63 frames. utt_duration=489.1 frames, utt_pad_proportion=0.07648, over 20289.97 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.305, pruned_loss=0.07364, over 2466963.65 frames. utt_duration=1286 frames, utt_pad_proportion=0.05136, over 7684.27 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3233, pruned_loss=0.08784, over 2474341.80 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07711, over 21832.06 utterances.], batch size: 31, lr: 4.29e-04
2022-08-24 23:52:09,790 INFO [train.py:927] (6/8) Epoch 8, batch 15400, giga_loss[loss=0.2618, simple_loss=0.3421, pruned_loss=0.09077, over 12382.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.04353, over 31.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3224, pruned_loss=0.08764, over 2473903.71 frames. utt_duration=478.9 frames, utt_pad_proportion=0.07748, over 20727.14 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3046, pruned_loss=0.07349, over 2467380.23 frames. utt_duration=1289 frames, utt_pad_proportion=0.05048, over 7668.17 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3246, pruned_loss=0.08893, over 2474475.01 frames. utt_duration=446.4 frames, utt_pad_proportion=0.07835, over 22247.63 utterances.], batch size: 31, lr: 4.29e-04
2022-08-24 23:53:56,633 INFO [train.py:927] (6/8) Epoch 8, batch 15450, giga_loss[loss=0.215, simple_loss=0.3151, pruned_loss=0.05749, over 12376.00 frames. utt_duration=751.4 frames, utt_pad_proportion=0.02669, over 66.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3228, pruned_loss=0.08491, over 2473729.48 frames. utt_duration=501 frames, utt_pad_proportion=0.07286, over 19807.79 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3045, pruned_loss=0.07368, over 2467245.49 frames. utt_duration=1289 frames, utt_pad_proportion=0.05006, over 7664.82 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.325, pruned_loss=0.08601, over 2474422.13 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07416, over 21243.39 utterances.], batch size: 66, lr: 4.29e-04
2022-08-24 23:55:46,410 INFO [train.py:927] (6/8) Epoch 8, batch 15500, giga_loss[loss=0.2559, simple_loss=0.3395, pruned_loss=0.08612, over 12404.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03573, over 113.00 utterances.], tot_loss[loss=0.249, simple_loss=0.3252, pruned_loss=0.08645, over 2474231.39 frames. utt_duration=500.9 frames, utt_pad_proportion=0.07276, over 19817.53 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3042, pruned_loss=0.07342, over 2467129.27 frames. utt_duration=1296 frames, utt_pad_proportion=0.04884, over 7621.08 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3279, pruned_loss=0.08797, over 2475146.55 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07448, over 21423.83 utterances.], batch size: 113, lr: 4.29e-04
2022-08-24 23:57:33,421 INFO [train.py:927] (6/8) Epoch 8, batch 15550, giga_loss[loss=0.2351, simple_loss=0.3214, pruned_loss=0.07439, over 12338.00 frames. utt_duration=668.4 frames, utt_pad_proportion=0.02713, over 74.00 utterances.], tot_loss[loss=0.2518, simple_loss=0.327, pruned_loss=0.08829, over 2475196.58 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07439, over 20718.38 utterances.], libri_tot_loss[loss=0.2258, simple_loss=0.3045, pruned_loss=0.07352, over 2466984.90 frames. utt_duration=1296 frames, utt_pad_proportion=0.04867, over 7621.74 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3292, pruned_loss=0.08959, over 2476166.13 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07578, over 22168.27 utterances.], batch size: 74, lr: 4.29e-04
2022-08-24 23:59:16,387 INFO [train.py:927] (6/8) Epoch 8, batch 15600, giga_loss[loss=0.2345, simple_loss=0.3248, pruned_loss=0.07209, over 12406.00 frames. utt_duration=663.1 frames, utt_pad_proportion=0.03484, over 75.00 utterances.], tot_loss[loss=0.2502, simple_loss=0.3262, pruned_loss=0.08709, over 2475451.95 frames. utt_duration=488.5 frames, utt_pad_proportion=0.07598, over 20329.36 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3041, pruned_loss=0.07338, over 2466996.73 frames. utt_duration=1299 frames, utt_pad_proportion=0.04768, over 7605.18 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3289, pruned_loss=0.08864, over 2476439.38 frames. utt_duration=455 frames, utt_pad_proportion=0.07753, over 21842.77 utterances.], batch size: 75, lr: 4.29e-04
2022-08-25 00:00:59,434 INFO [train.py:927] (6/8) Epoch 8, batch 15650, giga_loss[loss=0.242, simple_loss=0.3275, pruned_loss=0.07825, over 12357.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02663, over 66.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3254, pruned_loss=0.0858, over 2475159.99 frames. utt_duration=490.1 frames, utt_pad_proportion=0.07518, over 20261.94 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3038, pruned_loss=0.07342, over 2466997.15 frames. utt_duration=1303 frames, utt_pad_proportion=0.04678, over 7582.27 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3283, pruned_loss=0.08729, over 2476148.54 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07694, over 21779.96 utterances.], batch size: 66, lr: 4.29e-04
2022-08-25 00:02:43,812 INFO [train.py:927] (6/8) Epoch 8, batch 15700, giga_loss[loss=0.2797, simple_loss=0.3418, pruned_loss=0.1088, over 12298.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02767, over 45.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3256, pruned_loss=0.08672, over 2475325.01 frames. utt_duration=472.4 frames, utt_pad_proportion=0.08364, over 21026.28 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3041, pruned_loss=0.07361, over 2467236.99 frames. utt_duration=1304 frames, utt_pad_proportion=0.04621, over 7575.59 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3279, pruned_loss=0.0879, over 2475995.39 frames. utt_duration=443.3 frames, utt_pad_proportion=0.08485, over 22418.05 utterances.], batch size: 45, lr: 4.29e-04
2022-08-25 00:04:30,005 INFO [train.py:927] (6/8) Epoch 8, batch 15750, giga_loss[loss=0.2832, simple_loss=0.3425, pruned_loss=0.1119, over 12392.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07343, over 212.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3239, pruned_loss=0.08685, over 2474917.60 frames. utt_duration=459.1 frames, utt_pad_proportion=0.0866, over 21633.19 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3034, pruned_loss=0.07334, over 2467247.18 frames. utt_duration=1311 frames, utt_pad_proportion=0.04506, over 7535.03 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.327, pruned_loss=0.08842, over 2475702.50 frames. utt_duration=428.4 frames, utt_pad_proportion=0.088, over 23197.83 utterances.], batch size: 212, lr: 4.29e-04
2022-08-25 00:06:16,501 INFO [train.py:927] (6/8) Epoch 8, batch 15800, libri_loss[loss=0.2322, simple_loss=0.3035, pruned_loss=0.08051, over 12355.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01586, over 41.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3225, pruned_loss=0.08683, over 2474440.82 frames. utt_duration=465.1 frames, utt_pad_proportion=0.08552, over 21350.76 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3038, pruned_loss=0.07378, over 2467418.80 frames. utt_duration=1299 frames, utt_pad_proportion=0.04832, over 7605.36 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3254, pruned_loss=0.0882, over 2475223.39 frames. utt_duration=430.5 frames, utt_pad_proportion=0.08644, over 23078.49 utterances.], batch size: 41, lr: 4.29e-04
2022-08-25 00:08:01,955 INFO [train.py:927] (6/8) Epoch 8, batch 15850, giga_loss[loss=0.1883, simple_loss=0.2734, pruned_loss=0.05161, over 12252.00 frames. utt_duration=909 frames, utt_pad_proportion=0.02889, over 54.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3217, pruned_loss=0.08717, over 2474333.02 frames. utt_duration=463.1 frames, utt_pad_proportion=0.08337, over 21439.70 utterances.], libri_tot_loss[loss=0.2259, simple_loss=0.3038, pruned_loss=0.07402, over 2467625.16 frames. utt_duration=1302 frames, utt_pad_proportion=0.04798, over 7591.34 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3241, pruned_loss=0.08817, over 2474835.22 frames. utt_duration=433.3 frames, utt_pad_proportion=0.08442, over 22925.18 utterances.], batch size: 54, lr: 4.29e-04
2022-08-25 00:09:42,499 INFO [train.py:927] (6/8) Epoch 8, batch 15900, giga_loss[loss=0.2568, simple_loss=0.331, pruned_loss=0.0913, over 12393.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03905, over 113.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3191, pruned_loss=0.08446, over 2473841.14 frames. utt_duration=473.6 frames, utt_pad_proportion=0.07757, over 20957.78 utterances.], libri_tot_loss[loss=0.2269, simple_loss=0.3045, pruned_loss=0.07465, over 2467661.94 frames. utt_duration=1287 frames, utt_pad_proportion=0.05143, over 7678.69 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3208, pruned_loss=0.08496, over 2474389.45 frames. utt_duration=442.3 frames, utt_pad_proportion=0.07802, over 22452.34 utterances.], batch size: 113, lr: 4.29e-04
2022-08-25 00:11:30,002 INFO [train.py:927] (6/8) Epoch 8, batch 15950, giga_loss[loss=0.2598, simple_loss=0.3292, pruned_loss=0.09514, over 12438.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06112, over 183.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3166, pruned_loss=0.0829, over 2474166.00 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07655, over 20914.93 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3038, pruned_loss=0.07441, over 2467776.44 frames. utt_duration=1281 frames, utt_pad_proportion=0.05442, over 7715.32 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.319, pruned_loss=0.08378, over 2474669.68 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07631, over 22480.08 utterances.], batch size: 183, lr: 4.29e-04
2022-08-25 00:13:17,617 INFO [train.py:927] (6/8) Epoch 8, batch 16000, giga_loss[loss=0.2275, simple_loss=0.308, pruned_loss=0.0735, over 12407.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04689, over 34.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3152, pruned_loss=0.08277, over 2474577.25 frames. utt_duration=453.3 frames, utt_pad_proportion=0.08096, over 21904.50 utterances.], libri_tot_loss[loss=0.2263, simple_loss=0.3038, pruned_loss=0.07441, over 2467736.28 frames. utt_duration=1282 frames, utt_pad_proportion=0.05407, over 7710.14 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3172, pruned_loss=0.08354, over 2475083.94 frames. utt_duration=426.8 frames, utt_pad_proportion=0.08074, over 23274.42 utterances.], batch size: 34, lr: 4.29e-04
2022-08-25 00:15:02,435 INFO [train.py:927] (6/8) Epoch 8, batch 16050, giga_loss[loss=0.2479, simple_loss=0.3263, pruned_loss=0.0848, over 12405.00 frames. utt_duration=404.7 frames, utt_pad_proportion=0.04088, over 123.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3158, pruned_loss=0.08234, over 2474901.51 frames. utt_duration=473.1 frames, utt_pad_proportion=0.07461, over 20989.84 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3037, pruned_loss=0.07437, over 2467998.52 frames. utt_duration=1283 frames, utt_pad_proportion=0.05362, over 7705.98 utterances.], giga_tot_loss[loss=0.242, simple_loss=0.3177, pruned_loss=0.08314, over 2475190.92 frames. utt_duration=445 frames, utt_pad_proportion=0.07506, over 22323.93 utterances.], batch size: 123, lr: 4.29e-04
2022-08-25 00:16:47,037 INFO [train.py:927] (6/8) Epoch 8, batch 16100, giga_loss[loss=0.2413, simple_loss=0.3213, pruned_loss=0.08071, over 12469.00 frames. utt_duration=704 frames, utt_pad_proportion=0.0316, over 71.00 utterances.], tot_loss[loss=0.2414, simple_loss=0.3164, pruned_loss=0.08316, over 2474831.47 frames. utt_duration=478.7 frames, utt_pad_proportion=0.0759, over 20743.03 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3043, pruned_loss=0.07491, over 2468466.05 frames. utt_duration=1272 frames, utt_pad_proportion=0.05618, over 7774.36 utterances.], giga_tot_loss[loss=0.2424, simple_loss=0.3177, pruned_loss=0.08355, over 2474857.35 frames. utt_duration=447.8 frames, utt_pad_proportion=0.0756, over 22179.61 utterances.], batch size: 71, lr: 4.29e-04
2022-08-25 00:18:33,828 INFO [train.py:927] (6/8) Epoch 8, batch 16150, giga_loss[loss=0.2298, simple_loss=0.3163, pruned_loss=0.07164, over 12424.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04925, over 34.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3178, pruned_loss=0.0836, over 2474116.43 frames. utt_duration=493.4 frames, utt_pad_proportion=0.07093, over 20118.44 utterances.], libri_tot_loss[loss=0.2271, simple_loss=0.3042, pruned_loss=0.07494, over 2468270.79 frames. utt_duration=1273 frames, utt_pad_proportion=0.0551, over 7765.34 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3194, pruned_loss=0.08418, over 2474520.08 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07152, over 21693.47 utterances.], batch size: 34, lr: 4.29e-04
2022-08-25 00:20:20,264 INFO [train.py:927] (6/8) Epoch 8, batch 16200, giga_loss[loss=0.2485, simple_loss=0.3258, pruned_loss=0.08565, over 12383.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3217, pruned_loss=0.08668, over 2474152.50 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07242, over 21228.30 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3047, pruned_loss=0.07522, over 2468358.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.05471, over 7782.91 utterances.], giga_tot_loss[loss=0.2487, simple_loss=0.3231, pruned_loss=0.08721, over 2474567.95 frames. utt_duration=433.8 frames, utt_pad_proportion=0.0731, over 22896.43 utterances.], batch size: 133, lr: 4.28e-04
2022-08-25 00:22:09,422 INFO [train.py:927] (6/8) Epoch 8, batch 16250, giga_loss[loss=0.2459, simple_loss=0.3349, pruned_loss=0.07842, over 12413.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03933, over 133.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3232, pruned_loss=0.08697, over 2474465.24 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07178, over 21166.10 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3047, pruned_loss=0.07519, over 2468376.56 frames. utt_duration=1270 frames, utt_pad_proportion=0.0545, over 7785.00 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3243, pruned_loss=0.08748, over 2474801.67 frames. utt_duration=440.8 frames, utt_pad_proportion=0.07246, over 22534.62 utterances.], batch size: 133, lr: 4.28e-04
2022-08-25 00:23:55,772 INFO [train.py:927] (6/8) Epoch 8, batch 16300, giga_loss[loss=0.2865, simple_loss=0.3496, pruned_loss=0.1117, over 12421.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06167, over 183.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3234, pruned_loss=0.08661, over 2474475.52 frames. utt_duration=462 frames, utt_pad_proportion=0.07302, over 21489.97 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3049, pruned_loss=0.07519, over 2468499.96 frames. utt_duration=1256 frames, utt_pad_proportion=0.0574, over 7873.07 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3251, pruned_loss=0.0876, over 2474958.96 frames. utt_duration=427.9 frames, utt_pad_proportion=0.07292, over 23216.52 utterances.], batch size: 183, lr: 4.28e-04
2022-08-25 00:25:41,725 INFO [train.py:927] (6/8) Epoch 8, batch 16350, giga_loss[loss=0.2579, simple_loss=0.3294, pruned_loss=0.09322, over 12348.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03311, over 97.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3222, pruned_loss=0.0863, over 2473650.50 frames. utt_duration=469 frames, utt_pad_proportion=0.07212, over 21162.34 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3049, pruned_loss=0.07524, over 2468157.46 frames. utt_duration=1259 frames, utt_pad_proportion=0.0565, over 7853.76 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3239, pruned_loss=0.08726, over 2474471.78 frames. utt_duration=435.3 frames, utt_pad_proportion=0.0725, over 22816.18 utterances.], batch size: 97, lr: 4.28e-04
2022-08-25 00:27:24,647 INFO [train.py:927] (6/8) Epoch 8, batch 16400, libri_loss[loss=0.2248, simple_loss=0.2959, pruned_loss=0.07682, over 12270.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01109, over 28.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3204, pruned_loss=0.08577, over 2473281.50 frames. utt_duration=477.8 frames, utt_pad_proportion=0.06855, over 20768.33 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3051, pruned_loss=0.07543, over 2468038.04 frames. utt_duration=1253 frames, utt_pad_proportion=0.05729, over 7888.38 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3219, pruned_loss=0.08656, over 2474141.60 frames. utt_duration=445.5 frames, utt_pad_proportion=0.06893, over 22286.00 utterances.], batch size: 28, lr: 4.28e-04
2022-08-25 00:29:09,171 INFO [train.py:927] (6/8) Epoch 8, batch 16450, giga_loss[loss=0.2133, simple_loss=0.2978, pruned_loss=0.06442, over 12464.00 frames. utt_duration=666.3 frames, utt_pad_proportion=0.0301, over 75.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3192, pruned_loss=0.08507, over 2473997.90 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07062, over 20713.94 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3052, pruned_loss=0.07537, over 2468343.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.05603, over 7873.89 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3207, pruned_loss=0.08603, over 2474556.81 frames. utt_duration=445.5 frames, utt_pad_proportion=0.07133, over 22293.24 utterances.], batch size: 75, lr: 4.28e-04
2022-08-25 00:30:54,697 INFO [train.py:927] (6/8) Epoch 8, batch 16500, giga_loss[loss=0.2469, simple_loss=0.3226, pruned_loss=0.08557, over 12400.00 frames. utt_duration=408 frames, utt_pad_proportion=0.03325, over 122.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3198, pruned_loss=0.08565, over 2473702.20 frames. utt_duration=476.2 frames, utt_pad_proportion=0.07513, over 20841.63 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3057, pruned_loss=0.07567, over 2468381.61 frames. utt_duration=1256 frames, utt_pad_proportion=0.05521, over 7870.51 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3208, pruned_loss=0.08633, over 2474210.26 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07574, over 22321.06 utterances.], batch size: 122, lr: 4.28e-04
2022-08-25 00:32:43,024 INFO [train.py:927] (6/8) Epoch 8, batch 16550, giga_loss[loss=0.2997, simple_loss=0.3632, pruned_loss=0.118, over 12402.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05072, over 161.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3209, pruned_loss=0.08723, over 2473930.37 frames. utt_duration=474.4 frames, utt_pad_proportion=0.07363, over 20925.26 utterances.], libri_tot_loss[loss=0.2285, simple_loss=0.3055, pruned_loss=0.07573, over 2468269.55 frames. utt_duration=1257 frames, utt_pad_proportion=0.05468, over 7861.11 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3221, pruned_loss=0.0879, over 2474542.68 frames. utt_duration=444.5 frames, utt_pad_proportion=0.07446, over 22340.62 utterances.], batch size: 161, lr: 4.28e-04
2022-08-25 00:34:27,155 INFO [train.py:927] (6/8) Epoch 8, batch 16600, libri_loss[loss=0.181, simple_loss=0.261, pruned_loss=0.05045, over 12462.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.0056, over 32.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3203, pruned_loss=0.08726, over 2473004.51 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07222, over 20858.90 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3048, pruned_loss=0.07541, over 2468011.85 frames. utt_duration=1258 frames, utt_pad_proportion=0.05403, over 7854.02 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3225, pruned_loss=0.08855, over 2473897.13 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07338, over 22488.82 utterances.], batch size: 32, lr: 4.28e-04
2022-08-25 00:36:11,078 INFO [train.py:927] (6/8) Epoch 8, batch 16650, giga_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.0865, over 12384.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03015, over 97.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.3207, pruned_loss=0.08739, over 2473218.12 frames. utt_duration=485 frames, utt_pad_proportion=0.07273, over 20459.74 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3048, pruned_loss=0.07539, over 2467991.48 frames. utt_duration=1262 frames, utt_pad_proportion=0.05324, over 7833.11 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3227, pruned_loss=0.08864, over 2474041.05 frames. utt_duration=451.2 frames, utt_pad_proportion=0.07401, over 22004.70 utterances.], batch size: 97, lr: 4.28e-04
2022-08-25 00:37:53,474 INFO [train.py:927] (6/8) Epoch 8, batch 16700, giga_loss[loss=0.2664, simple_loss=0.3386, pruned_loss=0.0971, over 12348.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03076, over 58.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3209, pruned_loss=0.0873, over 2473132.43 frames. utt_duration=503.8 frames, utt_pad_proportion=0.067, over 19693.67 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3046, pruned_loss=0.07545, over 2467250.41 frames. utt_duration=1271 frames, utt_pad_proportion=0.05134, over 7773.69 utterances.], giga_tot_loss[loss=0.2506, simple_loss=0.3235, pruned_loss=0.08881, over 2474734.32 frames. utt_duration=460.4 frames, utt_pad_proportion=0.06935, over 21567.42 utterances.], batch size: 58, lr: 4.28e-04
2022-08-25 00:39:38,244 INFO [train.py:927] (6/8) Epoch 8, batch 16750, giga_loss[loss=0.2469, simple_loss=0.3224, pruned_loss=0.08567, over 12398.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03351, over 80.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.322, pruned_loss=0.08824, over 2473447.63 frames. utt_duration=479.7 frames, utt_pad_proportion=0.07011, over 20689.67 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3041, pruned_loss=0.07522, over 2467097.27 frames. utt_duration=1277 frames, utt_pad_proportion=0.0508, over 7736.46 utterances.], giga_tot_loss[loss=0.2524, simple_loss=0.3249, pruned_loss=0.08989, over 2474985.04 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07194, over 22450.08 utterances.], batch size: 80, lr: 4.28e-04
2022-08-25 00:41:23,118 INFO [train.py:927] (6/8) Epoch 8, batch 16800, giga_loss[loss=0.2225, simple_loss=0.3107, pruned_loss=0.06715, over 12357.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.0321, over 51.00 utterances.], tot_loss[loss=0.2496, simple_loss=0.3234, pruned_loss=0.0879, over 2473808.71 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06994, over 20429.18 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3041, pruned_loss=0.07511, over 2467109.75 frames. utt_duration=1277 frames, utt_pad_proportion=0.05005, over 7738.50 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.3261, pruned_loss=0.08966, over 2475208.85 frames. utt_duration=447.8 frames, utt_pad_proportion=0.0718, over 22181.74 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:43:03,668 INFO [train.py:927] (6/8) Epoch 8, batch 16850, libri_loss[loss=0.2183, simple_loss=0.3048, pruned_loss=0.06586, over 12300.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006033, over 35.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.322, pruned_loss=0.08722, over 2473682.83 frames. utt_duration=474 frames, utt_pad_proportion=0.07596, over 20937.65 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3042, pruned_loss=0.07514, over 2467340.03 frames. utt_duration=1268 frames, utt_pad_proportion=0.05341, over 7794.62 utterances.], giga_tot_loss[loss=0.2514, simple_loss=0.3248, pruned_loss=0.08904, over 2474818.61 frames. utt_duration=437 frames, utt_pad_proportion=0.07638, over 22730.69 utterances.], batch size: 35, lr: 4.28e-04
2022-08-25 00:44:47,275 INFO [train.py:927] (6/8) Epoch 8, batch 16900, giga_loss[loss=0.2322, simple_loss=0.3005, pruned_loss=0.08195, over 12439.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03836, over 37.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3236, pruned_loss=0.08801, over 2473721.20 frames. utt_duration=474 frames, utt_pad_proportion=0.07432, over 20938.85 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3043, pruned_loss=0.0753, over 2467163.80 frames. utt_duration=1270 frames, utt_pad_proportion=0.05257, over 7779.81 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.326, pruned_loss=0.08953, over 2474901.13 frames. utt_duration=439.3 frames, utt_pad_proportion=0.07514, over 22610.25 utterances.], batch size: 37, lr: 4.28e-04
2022-08-25 00:46:34,918 INFO [train.py:927] (6/8) Epoch 8, batch 16950, giga_loss[loss=0.2504, simple_loss=0.3196, pruned_loss=0.09059, over 12297.00 frames. utt_duration=966.2 frames, utt_pad_proportion=0.03575, over 51.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3238, pruned_loss=0.08855, over 2474471.44 frames. utt_duration=475.2 frames, utt_pad_proportion=0.07447, over 20894.55 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3044, pruned_loss=0.07534, over 2467216.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.05317, over 7805.91 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3258, pruned_loss=0.08976, over 2475377.12 frames. utt_duration=446.7 frames, utt_pad_proportion=0.07499, over 22236.85 utterances.], batch size: 51, lr: 4.28e-04
2022-08-25 00:48:17,136 INFO [train.py:927] (6/8) Epoch 8, batch 17000, giga_loss[loss=0.3175, simple_loss=0.3711, pruned_loss=0.1319, over 12415.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07187, over 212.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3256, pruned_loss=0.09013, over 2474455.17 frames. utt_duration=472.7 frames, utt_pad_proportion=0.07374, over 21002.61 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3047, pruned_loss=0.07582, over 2467025.86 frames. utt_duration=1267 frames, utt_pad_proportion=0.05251, over 7800.73 utterances.], giga_tot_loss[loss=0.2546, simple_loss=0.3273, pruned_loss=0.09095, over 2475520.86 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07454, over 22365.71 utterances.], batch size: 212, lr: 4.28e-04
2022-08-25 00:50:00,980 INFO [train.py:927] (6/8) Epoch 8, batch 17050, giga_loss[loss=0.2455, simple_loss=0.325, pruned_loss=0.08305, over 12332.00 frames. utt_duration=797.1 frames, utt_pad_proportion=0.03497, over 62.00 utterances.], tot_loss[loss=0.2508, simple_loss=0.3242, pruned_loss=0.08874, over 2474366.57 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07339, over 20764.58 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3045, pruned_loss=0.07559, over 2467175.85 frames. utt_duration=1266 frames, utt_pad_proportion=0.05248, over 7803.41 utterances.], giga_tot_loss[loss=0.2529, simple_loss=0.3261, pruned_loss=0.08988, over 2475201.04 frames. utt_duration=449.6 frames, utt_pad_proportion=0.07422, over 22093.39 utterances.], batch size: 62, lr: 4.28e-04
2022-08-25 00:51:42,692 INFO [train.py:927] (6/8) Epoch 8, batch 17100, giga_loss[loss=0.2627, simple_loss=0.3384, pruned_loss=0.09349, over 12413.00 frames. utt_duration=341.6 frames, utt_pad_proportion=0.04305, over 146.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3236, pruned_loss=0.08806, over 2474973.95 frames. utt_duration=478.7 frames, utt_pad_proportion=0.07278, over 20744.00 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.304, pruned_loss=0.07526, over 2467045.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.05152, over 7782.40 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3262, pruned_loss=0.08968, over 2476016.54 frames. utt_duration=447 frames, utt_pad_proportion=0.07398, over 22231.88 utterances.], batch size: 146, lr: 4.28e-04
2022-08-25 00:53:27,395 INFO [train.py:927] (6/8) Epoch 8, batch 17150, giga_loss[loss=0.277, simple_loss=0.351, pruned_loss=0.1015, over 12422.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06131, over 183.00 utterances.], tot_loss[loss=0.2485, simple_loss=0.3223, pruned_loss=0.08729, over 2475144.50 frames. utt_duration=488.1 frames, utt_pad_proportion=0.07369, over 20347.02 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3045, pruned_loss=0.07563, over 2467321.93 frames. utt_duration=1242 frames, utt_pad_proportion=0.06007, over 7954.25 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3247, pruned_loss=0.0887, over 2476031.88 frames. utt_duration=454.8 frames, utt_pad_proportion=0.07225, over 21846.50 utterances.], batch size: 183, lr: 4.27e-04
2022-08-25 00:55:10,769 INFO [train.py:927] (6/8) Epoch 8, batch 17200, giga_loss[loss=0.2246, simple_loss=0.3045, pruned_loss=0.07237, over 12443.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03349, over 105.00 utterances.], tot_loss[loss=0.2468, simple_loss=0.3201, pruned_loss=0.0867, over 2474310.09 frames. utt_duration=487 frames, utt_pad_proportion=0.07683, over 20384.50 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3041, pruned_loss=0.07562, over 2467120.48 frames. utt_duration=1250 frames, utt_pad_proportion=0.05855, over 7905.66 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.323, pruned_loss=0.08825, over 2475440.09 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07626, over 22063.39 utterances.], batch size: 105, lr: 4.27e-04
2022-08-25 00:56:54,902 INFO [train.py:927] (6/8) Epoch 8, batch 17250, giga_loss[loss=0.3324, simple_loss=0.3903, pruned_loss=0.1373, over 12434.00 frames. utt_duration=375.4 frames, utt_pad_proportion=0.03732, over 133.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3168, pruned_loss=0.08513, over 2474318.37 frames. utt_duration=502.7 frames, utt_pad_proportion=0.07094, over 19747.98 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3042, pruned_loss=0.07556, over 2467036.47 frames. utt_duration=1254 frames, utt_pad_proportion=0.05723, over 7880.83 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3193, pruned_loss=0.08668, over 2475505.45 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07146, over 21444.07 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 00:58:43,870 INFO [train.py:927] (6/8) Epoch 8, batch 17300, libri_loss[loss=0.2226, simple_loss=0.3035, pruned_loss=0.07084, over 12115.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006594, over 32.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3167, pruned_loss=0.0849, over 2474138.94 frames. utt_duration=476.3 frames, utt_pad_proportion=0.0764, over 20841.48 utterances.], libri_tot_loss[loss=0.2275, simple_loss=0.3041, pruned_loss=0.07547, over 2466638.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05642, over 7849.45 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.319, pruned_loss=0.08636, over 2475601.79 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07675, over 22434.18 utterances.], batch size: 32, lr: 4.27e-04
2022-08-25 01:00:27,250 INFO [train.py:927] (6/8) Epoch 8, batch 17350, libri_loss[loss=0.2238, simple_loss=0.3021, pruned_loss=0.07271, over 12401.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005249, over 34.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3159, pruned_loss=0.08183, over 2474715.86 frames. utt_duration=457.5 frames, utt_pad_proportion=0.07682, over 21704.76 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3043, pruned_loss=0.07542, over 2466923.33 frames. utt_duration=1258 frames, utt_pad_proportion=0.05597, over 7856.09 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3179, pruned_loss=0.08325, over 2475829.70 frames. utt_duration=425.7 frames, utt_pad_proportion=0.07741, over 23346.53 utterances.], batch size: 34, lr: 4.27e-04
2022-08-25 01:02:07,154 INFO [train.py:927] (6/8) Epoch 8, batch 17400, giga_loss[loss=0.2048, simple_loss=0.2943, pruned_loss=0.05763, over 12351.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.02954, over 66.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3138, pruned_loss=0.07907, over 2475397.33 frames. utt_duration=436.8 frames, utt_pad_proportion=0.08034, over 22743.64 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3044, pruned_loss=0.07543, over 2467202.58 frames. utt_duration=1249 frames, utt_pad_proportion=0.05928, over 7908.22 utterances.], giga_tot_loss[loss=0.2383, simple_loss=0.3158, pruned_loss=0.08042, over 2476370.41 frames. utt_duration=404.9 frames, utt_pad_proportion=0.07999, over 24550.62 utterances.], batch size: 66, lr: 4.27e-04
2022-08-25 01:03:51,457 INFO [train.py:927] (6/8) Epoch 8, batch 17450, giga_loss[loss=0.1866, simple_loss=0.2907, pruned_loss=0.04127, over 12317.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03628, over 62.00 utterances.], tot_loss[loss=0.2315, simple_loss=0.3115, pruned_loss=0.07569, over 2475684.69 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07611, over 22708.90 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3045, pruned_loss=0.0756, over 2467034.67 frames. utt_duration=1252 frames, utt_pad_proportion=0.05818, over 7891.81 utterances.], giga_tot_loss[loss=0.2332, simple_loss=0.3131, pruned_loss=0.07664, over 2476812.86 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07654, over 24498.57 utterances.], batch size: 62, lr: 4.27e-04
2022-08-25 01:05:42,724 INFO [train.py:927] (6/8) Epoch 8, batch 17500, giga_loss[loss=0.2314, simple_loss=0.3127, pruned_loss=0.07501, over 12377.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03512, over 122.00 utterances.], tot_loss[loss=0.2296, simple_loss=0.3105, pruned_loss=0.07433, over 2475543.49 frames. utt_duration=425.2 frames, utt_pad_proportion=0.07743, over 23369.38 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3043, pruned_loss=0.07551, over 2466927.26 frames. utt_duration=1252 frames, utt_pad_proportion=0.05831, over 7894.06 utterances.], giga_tot_loss[loss=0.2312, simple_loss=0.3121, pruned_loss=0.07515, over 2476681.55 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07777, over 25052.65 utterances.], batch size: 122, lr: 4.27e-04
2022-08-25 01:07:24,194 INFO [train.py:927] (6/8) Epoch 8, batch 17550, giga_loss[loss=0.203, simple_loss=0.2953, pruned_loss=0.0553, over 12466.00 frames. utt_duration=793.1 frames, utt_pad_proportion=0.03861, over 63.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.307, pruned_loss=0.07162, over 2475881.17 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07558, over 23082.27 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3038, pruned_loss=0.07528, over 2467143.87 frames. utt_duration=1253 frames, utt_pad_proportion=0.05774, over 7887.50 utterances.], giga_tot_loss[loss=0.2269, simple_loss=0.3089, pruned_loss=0.07242, over 2476829.50 frames. utt_duration=400 frames, utt_pad_proportion=0.07635, over 24858.43 utterances.], batch size: 63, lr: 4.27e-04
2022-08-25 01:09:10,971 INFO [train.py:927] (6/8) Epoch 8, batch 17600, giga_loss[loss=0.2414, simple_loss=0.3207, pruned_loss=0.08107, over 12238.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03258, over 45.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3054, pruned_loss=0.06963, over 2475419.10 frames. utt_duration=429.9 frames, utt_pad_proportion=0.0758, over 23112.75 utterances.], libri_tot_loss[loss=0.227, simple_loss=0.3037, pruned_loss=0.07515, over 2467086.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.05715, over 7876.25 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3069, pruned_loss=0.07033, over 2476339.05 frames. utt_duration=402 frames, utt_pad_proportion=0.07663, over 24730.56 utterances.], batch size: 45, lr: 4.27e-04
2022-08-25 01:10:51,105 INFO [train.py:927] (6/8) Epoch 8, batch 17650, giga_loss[loss=0.2184, simple_loss=0.3101, pruned_loss=0.06335, over 12392.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.0342, over 122.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3039, pruned_loss=0.06832, over 2475317.82 frames. utt_duration=434.8 frames, utt_pad_proportion=0.07475, over 22850.58 utterances.], libri_tot_loss[loss=0.2274, simple_loss=0.304, pruned_loss=0.0754, over 2467314.55 frames. utt_duration=1243 frames, utt_pad_proportion=0.06035, over 7948.27 utterances.], giga_tot_loss[loss=0.2209, simple_loss=0.3049, pruned_loss=0.06845, over 2476156.92 frames. utt_duration=403.6 frames, utt_pad_proportion=0.07482, over 24629.56 utterances.], batch size: 122, lr: 4.27e-04
2022-08-25 01:12:37,240 INFO [train.py:927] (6/8) Epoch 8, batch 17700, giga_loss[loss=0.2221, simple_loss=0.305, pruned_loss=0.06957, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03657, over 105.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.3006, pruned_loss=0.06626, over 2475936.75 frames. utt_duration=418.5 frames, utt_pad_proportion=0.074, over 23748.14 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3045, pruned_loss=0.0756, over 2467465.62 frames. utt_duration=1240 frames, utt_pad_proportion=0.06039, over 7966.11 utterances.], giga_tot_loss[loss=0.2166, simple_loss=0.301, pruned_loss=0.06608, over 2476585.60 frames. utt_duration=392.5 frames, utt_pad_proportion=0.07414, over 25332.23 utterances.], batch size: 105, lr: 4.27e-04
2022-08-25 01:14:24,422 INFO [train.py:927] (6/8) Epoch 8, batch 17750, giga_loss[loss=0.2376, simple_loss=0.3021, pruned_loss=0.08657, over 12397.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09953, over 257.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2994, pruned_loss=0.06585, over 2476011.34 frames. utt_duration=420.7 frames, utt_pad_proportion=0.07247, over 23623.76 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3046, pruned_loss=0.07571, over 2467423.29 frames. utt_duration=1241 frames, utt_pad_proportion=0.06016, over 7961.28 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2995, pruned_loss=0.06558, over 2476589.29 frames. utt_duration=398.8 frames, utt_pad_proportion=0.07274, over 24932.09 utterances.], batch size: 257, lr: 4.27e-04
2022-08-25 01:16:20,531 INFO [train.py:927] (6/8) Epoch 8, batch 17800, giga_loss[loss=0.2264, simple_loss=0.3104, pruned_loss=0.07126, over 12375.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02821, over 91.00 utterances.], tot_loss[loss=0.216, simple_loss=0.3007, pruned_loss=0.06567, over 2475639.46 frames. utt_duration=415.1 frames, utt_pad_proportion=0.07425, over 23938.87 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3048, pruned_loss=0.07576, over 2467121.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.05903, over 7939.40 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.3006, pruned_loss=0.06517, over 2476593.07 frames. utt_duration=391.7 frames, utt_pad_proportion=0.07483, over 25380.67 utterances.], batch size: 91, lr: 4.27e-04
2022-08-25 01:18:26,571 INFO [train.py:927] (6/8) Epoch 8, batch 17850, giga_loss[loss=0.1962, simple_loss=0.2841, pruned_loss=0.05412, over 12431.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03854, over 133.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2995, pruned_loss=0.06496, over 2476397.56 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07665, over 25249.51 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3046, pruned_loss=0.07571, over 2467353.16 frames. utt_duration=1246 frames, utt_pad_proportion=0.05861, over 7928.06 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2995, pruned_loss=0.06452, over 2477024.69 frames. utt_duration=374.8 frames, utt_pad_proportion=0.0771, over 26533.00 utterances.], batch size: 133, lr: 4.27e-04
2022-08-25 01:20:25,784 INFO [train.py:927] (6/8) Epoch 8, batch 17900, giga_loss[loss=0.1918, simple_loss=0.2858, pruned_loss=0.0489, over 12241.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03067, over 42.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2986, pruned_loss=0.06364, over 2476676.13 frames. utt_duration=396.7 frames, utt_pad_proportion=0.07711, over 25057.06 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3048, pruned_loss=0.07596, over 2467665.21 frames. utt_duration=1226 frames, utt_pad_proportion=0.067, over 8063.46 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2982, pruned_loss=0.06271, over 2477184.63 frames. utt_duration=375.1 frames, utt_pad_proportion=0.07545, over 26510.76 utterances.], batch size: 42, lr: 4.27e-04
2022-08-25 01:22:33,794 INFO [train.py:927] (6/8) Epoch 8, batch 17950, giga_loss[loss=0.1928, simple_loss=0.2852, pruned_loss=0.0502, over 12353.00 frames. utt_duration=970 frames, utt_pad_proportion=0.0329, over 51.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2962, pruned_loss=0.06261, over 2477209.87 frames. utt_duration=398.7 frames, utt_pad_proportion=0.07383, over 24936.81 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3047, pruned_loss=0.07592, over 2467703.40 frames. utt_duration=1228 frames, utt_pad_proportion=0.06606, over 8046.30 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2959, pruned_loss=0.06168, over 2477754.33 frames. utt_duration=376.6 frames, utt_pad_proportion=0.07296, over 26408.70 utterances.], batch size: 51, lr: 4.27e-04
2022-08-25 01:24:29,743 INFO [train.py:927] (6/8) Epoch 8, batch 18000, giga_loss[loss=0.1993, simple_loss=0.292, pruned_loss=0.05326, over 12434.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03455, over 105.00 utterances.], tot_loss[loss=0.2097, simple_loss=0.2954, pruned_loss=0.06198, over 2477005.25 frames. utt_duration=406.7 frames, utt_pad_proportion=0.0699, over 24438.21 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3044, pruned_loss=0.07576, over 2467739.20 frames. utt_duration=1228 frames, utt_pad_proportion=0.06585, over 8048.16 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2953, pruned_loss=0.06114, over 2477561.03 frames. utt_duration=384 frames, utt_pad_proportion=0.06951, over 25895.91 utterances.], batch size: 105, lr: 4.27e-04
2022-08-25 01:24:29,744 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 01:24:44,872 INFO [train.py:967] (6/8) Epoch 8, validation: loss=0.1851, simple_loss=0.2995, pruned_loss=0.03539, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 01:27:01,054 INFO [train.py:927] (6/8) Epoch 8, batch 18050, giga_loss[loss=0.1892, simple_loss=0.2695, pruned_loss=0.05444, over 12434.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07228, over 213.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2963, pruned_loss=0.06174, over 2477683.29 frames. utt_duration=414 frames, utt_pad_proportion=0.06536, over 24012.19 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3043, pruned_loss=0.07576, over 2467856.99 frames. utt_duration=1233 frames, utt_pad_proportion=0.06491, over 8017.50 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.296, pruned_loss=0.06083, over 2478197.09 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06556, over 25484.59 utterances.], batch size: 213, lr: 4.27e-04
2022-08-25 01:29:02,804 INFO [train.py:927] (6/8) Epoch 8, batch 18100, giga_loss[loss=0.2151, simple_loss=0.3138, pruned_loss=0.05823, over 12444.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03632, over 105.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.296, pruned_loss=0.06193, over 2477869.08 frames. utt_duration=405.3 frames, utt_pad_proportion=0.06703, over 24530.57 utterances.], libri_tot_loss[loss=0.2273, simple_loss=0.3037, pruned_loss=0.07548, over 2467783.14 frames. utt_duration=1240 frames, utt_pad_proportion=0.06334, over 7970.66 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2961, pruned_loss=0.06102, over 2478626.40 frames. utt_duration=379 frames, utt_pad_proportion=0.06749, over 26244.31 utterances.], batch size: 105, lr: 4.26e-04
2022-08-25 01:31:06,476 INFO [train.py:927] (6/8) Epoch 8, batch 18150, giga_loss[loss=0.2175, simple_loss=0.3164, pruned_loss=0.05928, over 12351.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.0283, over 91.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2991, pruned_loss=0.06206, over 2477698.64 frames. utt_duration=406.8 frames, utt_pad_proportion=0.06647, over 24437.07 utterances.], libri_tot_loss[loss=0.2272, simple_loss=0.3035, pruned_loss=0.07541, over 2467756.70 frames. utt_duration=1246 frames, utt_pad_proportion=0.06219, over 7934.73 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2992, pruned_loss=0.06109, over 2478576.31 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06723, over 26209.47 utterances.], batch size: 91, lr: 4.26e-04
2022-08-25 01:33:10,591 INFO [train.py:927] (6/8) Epoch 8, batch 18200, giga_loss[loss=0.1802, simple_loss=0.2795, pruned_loss=0.04048, over 12379.00 frames. utt_duration=708.5 frames, utt_pad_proportion=0.02806, over 70.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2993, pruned_loss=0.06145, over 2477800.61 frames. utt_duration=393.4 frames, utt_pad_proportion=0.07023, over 25273.73 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3037, pruned_loss=0.07577, over 2467824.55 frames. utt_duration=1238 frames, utt_pad_proportion=0.0658, over 7983.54 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2991, pruned_loss=0.05996, over 2478689.93 frames. utt_duration=367 frames, utt_pad_proportion=0.06965, over 27109.35 utterances.], batch size: 70, lr: 4.26e-04
2022-08-25 01:35:14,449 INFO [train.py:927] (6/8) Epoch 8, batch 18250, giga_loss[loss=0.187, simple_loss=0.2792, pruned_loss=0.04744, over 12365.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.02625, over 66.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.299, pruned_loss=0.06144, over 2478114.44 frames. utt_duration=392.3 frames, utt_pad_proportion=0.0707, over 25344.00 utterances.], libri_tot_loss[loss=0.2277, simple_loss=0.3038, pruned_loss=0.07579, over 2467944.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.06479, over 7966.03 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2987, pruned_loss=0.06, over 2478884.37 frames. utt_duration=366.6 frames, utt_pad_proportion=0.07053, over 27140.48 utterances.], batch size: 66, lr: 4.26e-04
2022-08-25 01:37:42,573 INFO [train.py:927] (6/8) Epoch 8, batch 18300, giga_loss[loss=0.2815, simple_loss=0.3278, pruned_loss=0.1176, over 12437.00 frames. utt_duration=196.7 frames, utt_pad_proportion=0.08917, over 254.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.3, pruned_loss=0.06318, over 2478261.79 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06832, over 24716.59 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3039, pruned_loss=0.0759, over 2468130.82 frames. utt_duration=1239 frames, utt_pad_proportion=0.06357, over 7979.54 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2994, pruned_loss=0.06128, over 2479187.87 frames. utt_duration=369.3 frames, utt_pad_proportion=0.06873, over 26939.56 utterances.], batch size: 254, lr: 4.26e-04
2022-08-25 01:39:53,028 INFO [train.py:927] (6/8) Epoch 8, batch 18350, giga_loss[loss=0.2293, simple_loss=0.3158, pruned_loss=0.07136, over 12382.00 frames. utt_duration=373.6 frames, utt_pad_proportion=0.04211, over 133.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2971, pruned_loss=0.06171, over 2477867.03 frames. utt_duration=404 frames, utt_pad_proportion=0.0657, over 24604.78 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3038, pruned_loss=0.07592, over 2467914.50 frames. utt_duration=1241 frames, utt_pad_proportion=0.0631, over 7964.78 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2967, pruned_loss=0.06008, over 2478880.49 frames. utt_duration=375.2 frames, utt_pad_proportion=0.06634, over 26514.24 utterances.], batch size: 133, lr: 4.26e-04
2022-08-25 01:41:57,172 INFO [train.py:927] (6/8) Epoch 8, batch 18400, giga_loss[loss=0.2418, simple_loss=0.3306, pruned_loss=0.07655, over 12461.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05378, over 162.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2968, pruned_loss=0.06218, over 2477538.45 frames. utt_duration=414.5 frames, utt_pad_proportion=0.0641, over 23978.10 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3038, pruned_loss=0.07593, over 2467545.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.06154, over 7925.19 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2962, pruned_loss=0.06032, over 2479067.68 frames. utt_duration=380 frames, utt_pad_proportion=0.06518, over 26173.38 utterances.], batch size: 162, lr: 4.26e-04
2022-08-25 01:43:59,579 INFO [train.py:927] (6/8) Epoch 8, batch 18450, giga_loss[loss=0.199, simple_loss=0.2887, pruned_loss=0.05464, over 12450.00 frames. utt_duration=1039 frames, utt_pad_proportion=0.02191, over 48.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2974, pruned_loss=0.0627, over 2478118.84 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06484, over 24260.88 utterances.], libri_tot_loss[loss=0.228, simple_loss=0.3039, pruned_loss=0.07612, over 2467578.64 frames. utt_duration=1246 frames, utt_pad_proportion=0.06089, over 7928.50 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2968, pruned_loss=0.06082, over 2479496.17 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06586, over 26301.30 utterances.], batch size: 48, lr: 4.26e-04
2022-08-25 01:46:00,074 INFO [train.py:927] (6/8) Epoch 8, batch 18500, giga_loss[loss=0.2478, simple_loss=0.318, pruned_loss=0.08882, over 12350.00 frames. utt_duration=1454 frames, utt_pad_proportion=0.04441, over 34.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2976, pruned_loss=0.06405, over 2476917.75 frames. utt_duration=416.9 frames, utt_pad_proportion=0.0669, over 23831.37 utterances.], libri_tot_loss[loss=0.2281, simple_loss=0.3038, pruned_loss=0.07621, over 2467093.02 frames. utt_duration=1237 frames, utt_pad_proportion=0.06401, over 7985.98 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2968, pruned_loss=0.06182, over 2478939.63 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06667, over 26190.38 utterances.], batch size: 34, lr: 4.26e-04
2022-08-25 01:48:13,545 INFO [train.py:927] (6/8) Epoch 8, batch 18550, giga_loss[loss=0.1744, simple_loss=0.2627, pruned_loss=0.04303, over 12391.00 frames. utt_duration=137.7 frames, utt_pad_proportion=0.1903, over 363.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2986, pruned_loss=0.0634, over 2477235.34 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06701, over 23874.26 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3034, pruned_loss=0.07611, over 2466917.22 frames. utt_duration=1242 frames, utt_pad_proportion=0.06313, over 7952.58 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2981, pruned_loss=0.06151, over 2479146.63 frames. utt_duration=382.1 frames, utt_pad_proportion=0.06705, over 26036.39 utterances.], batch size: 363, lr: 4.26e-04
2022-08-25 01:50:27,216 INFO [train.py:927] (6/8) Epoch 8, batch 18600, libri_loss[loss=0.1725, simple_loss=0.2538, pruned_loss=0.0456, over 12213.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.00743, over 31.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2966, pruned_loss=0.06223, over 2476588.74 frames. utt_duration=421.2 frames, utt_pad_proportion=0.06927, over 23584.50 utterances.], libri_tot_loss[loss=0.2276, simple_loss=0.3029, pruned_loss=0.0761, over 2466469.03 frames. utt_duration=1238 frames, utt_pad_proportion=0.0662, over 7979.90 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2965, pruned_loss=0.06028, over 2478920.35 frames. utt_duration=384.4 frames, utt_pad_proportion=0.06843, over 25871.48 utterances.], batch size: 31, lr: 4.26e-04
2022-08-25 01:52:33,447 INFO [train.py:927] (6/8) Epoch 8, batch 18650, giga_loss[loss=0.2085, simple_loss=0.2928, pruned_loss=0.06207, over 12390.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07131, over 212.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2928, pruned_loss=0.06129, over 2476756.39 frames. utt_duration=420.4 frames, utt_pad_proportion=0.06841, over 23633.70 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3031, pruned_loss=0.0762, over 2466646.95 frames. utt_duration=1230 frames, utt_pad_proportion=0.06872, over 8032.46 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2923, pruned_loss=0.05924, over 2478719.59 frames. utt_duration=385 frames, utt_pad_proportion=0.06706, over 25833.33 utterances.], batch size: 212, lr: 4.26e-04
2022-08-25 01:54:24,400 INFO [train.py:927] (6/8) Epoch 8, batch 18700, giga_loss[loss=0.1793, simple_loss=0.2632, pruned_loss=0.04767, over 12398.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04082, over 26.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2933, pruned_loss=0.06194, over 2476035.43 frames. utt_duration=421.2 frames, utt_pad_proportion=0.06847, over 23581.70 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3032, pruned_loss=0.07631, over 2466328.65 frames. utt_duration=1225 frames, utt_pad_proportion=0.06866, over 8061.78 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2925, pruned_loss=0.05977, over 2478167.36 frames. utt_duration=386.1 frames, utt_pad_proportion=0.06737, over 25755.20 utterances.], batch size: 26, lr: 4.26e-04
2022-08-25 01:56:27,808 INFO [train.py:927] (6/8) Epoch 8, batch 18750, giga_loss[loss=0.1833, simple_loss=0.2595, pruned_loss=0.05359, over 12371.00 frames. utt_duration=138.2 frames, utt_pad_proportion=0.187, over 361.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2915, pruned_loss=0.06064, over 2475178.35 frames. utt_duration=428.1 frames, utt_pad_proportion=0.06731, over 23190.35 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3029, pruned_loss=0.07632, over 2465962.60 frames. utt_duration=1227 frames, utt_pad_proportion=0.06788, over 8047.08 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2908, pruned_loss=0.05849, over 2477495.03 frames. utt_duration=391.9 frames, utt_pad_proportion=0.0667, over 25361.48 utterances.], batch size: 361, lr: 4.26e-04
2022-08-25 01:58:44,045 INFO [train.py:927] (6/8) Epoch 8, batch 18800, giga_loss[loss=0.1948, simple_loss=0.2859, pruned_loss=0.05188, over 12408.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.0439, over 146.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2902, pruned_loss=0.05992, over 2476199.48 frames. utt_duration=412.4 frames, utt_pad_proportion=0.06532, over 24087.93 utterances.], libri_tot_loss[loss=0.2282, simple_loss=0.3033, pruned_loss=0.07659, over 2466091.46 frames. utt_duration=1226 frames, utt_pad_proportion=0.06742, over 8053.58 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2893, pruned_loss=0.05785, over 2477997.67 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06511, over 25932.96 utterances.], batch size: 146, lr: 4.26e-04
2022-08-25 02:00:56,638 INFO [train.py:927] (6/8) Epoch 8, batch 18850, giga_loss[loss=0.245, simple_loss=0.316, pruned_loss=0.08695, over 12419.00 frames. utt_duration=441 frames, utt_pad_proportion=0.03295, over 113.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2896, pruned_loss=0.05954, over 2476193.25 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06609, over 23741.75 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3033, pruned_loss=0.07668, over 2466022.36 frames. utt_duration=1226 frames, utt_pad_proportion=0.06726, over 8055.48 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2886, pruned_loss=0.05754, over 2477848.26 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06593, over 25476.33 utterances.], batch size: 113, lr: 4.26e-04
2022-08-25 02:02:54,198 INFO [train.py:927] (6/8) Epoch 8, batch 18900, giga_loss[loss=0.1732, simple_loss=0.2515, pruned_loss=0.04739, over 12358.00 frames. utt_duration=138.5 frames, utt_pad_proportion=0.1854, over 360.00 utterances.], tot_loss[loss=0.2034, simple_loss=0.2884, pruned_loss=0.05919, over 2476841.72 frames. utt_duration=408.6 frames, utt_pad_proportion=0.06689, over 24318.46 utterances.], libri_tot_loss[loss=0.2278, simple_loss=0.3029, pruned_loss=0.07639, over 2465981.88 frames. utt_duration=1231 frames, utt_pad_proportion=0.06662, over 8022.83 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2878, pruned_loss=0.05765, over 2478328.54 frames. utt_duration=383.4 frames, utt_pad_proportion=0.06688, over 25934.11 utterances.], batch size: 360, lr: 4.26e-04
2022-08-25 02:04:57,096 INFO [train.py:927] (6/8) Epoch 8, batch 18950, giga_loss[loss=0.2029, simple_loss=0.2975, pruned_loss=0.05417, over 12442.00 frames. utt_duration=408.8 frames, utt_pad_proportion=0.02656, over 122.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2912, pruned_loss=0.05886, over 2477283.62 frames. utt_duration=405 frames, utt_pad_proportion=0.068, over 24538.32 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3031, pruned_loss=0.07632, over 2466094.44 frames. utt_duration=1233 frames, utt_pad_proportion=0.0663, over 8009.60 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2905, pruned_loss=0.05756, over 2478453.67 frames. utt_duration=383.1 frames, utt_pad_proportion=0.06801, over 25955.64 utterances.], batch size: 122, lr: 4.26e-04
2022-08-25 02:06:58,016 INFO [train.py:927] (6/8) Epoch 8, batch 19000, giga_loss[loss=0.1771, simple_loss=0.2747, pruned_loss=0.03975, over 12347.00 frames. utt_duration=797.6 frames, utt_pad_proportion=0.03443, over 62.00 utterances.], tot_loss[loss=0.206, simple_loss=0.293, pruned_loss=0.05954, over 2477334.00 frames. utt_duration=402.6 frames, utt_pad_proportion=0.06677, over 24687.33 utterances.], libri_tot_loss[loss=0.2279, simple_loss=0.3033, pruned_loss=0.07632, over 2466143.01 frames. utt_duration=1235 frames, utt_pad_proportion=0.06557, over 8000.50 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2921, pruned_loss=0.05827, over 2478372.60 frames. utt_duration=382 frames, utt_pad_proportion=0.06704, over 26035.18 utterances.], batch size: 62, lr: 4.26e-04
2022-08-25 02:09:00,565 INFO [train.py:927] (6/8) Epoch 8, batch 19050, giga_loss[loss=0.2043, simple_loss=0.2916, pruned_loss=0.05855, over 12401.00 frames. utt_duration=309 frames, utt_pad_proportion=0.04912, over 161.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2922, pruned_loss=0.05901, over 2477547.43 frames. utt_duration=402.3 frames, utt_pad_proportion=0.06798, over 24705.97 utterances.], libri_tot_loss[loss=0.2284, simple_loss=0.3038, pruned_loss=0.07649, over 2466481.47 frames. utt_duration=1221 frames, utt_pad_proportion=0.06878, over 8090.20 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2907, pruned_loss=0.05741, over 2478317.49 frames. utt_duration=381 frames, utt_pad_proportion=0.06717, over 26100.48 utterances.], batch size: 161, lr: 4.25e-04
2022-08-25 02:11:02,282 INFO [train.py:927] (6/8) Epoch 8, batch 19100, giga_loss[loss=0.1952, simple_loss=0.2823, pruned_loss=0.05407, over 12418.00 frames. utt_duration=547 frames, utt_pad_proportion=0.02319, over 91.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2898, pruned_loss=0.05836, over 2477952.28 frames. utt_duration=401.3 frames, utt_pad_proportion=0.06997, over 24774.80 utterances.], libri_tot_loss[loss=0.2283, simple_loss=0.3037, pruned_loss=0.07639, over 2466675.50 frames. utt_duration=1223 frames, utt_pad_proportion=0.068, over 8075.91 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2885, pruned_loss=0.05695, over 2478535.70 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06946, over 26109.09 utterances.], batch size: 91, lr: 4.25e-04
2022-08-25 02:13:09,676 INFO [train.py:927] (6/8) Epoch 8, batch 19150, giga_loss[loss=0.2099, simple_loss=0.285, pruned_loss=0.06736, over 12405.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03474, over 80.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2921, pruned_loss=0.05939, over 2478226.98 frames. utt_duration=399.5 frames, utt_pad_proportion=0.06986, over 24887.31 utterances.], libri_tot_loss[loss=0.2286, simple_loss=0.3041, pruned_loss=0.07658, over 2466994.25 frames. utt_duration=1215 frames, utt_pad_proportion=0.07059, over 8130.81 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2904, pruned_loss=0.0576, over 2478701.07 frames. utt_duration=377.8 frames, utt_pad_proportion=0.06862, over 26331.36 utterances.], batch size: 80, lr: 4.25e-04
2022-08-25 02:15:05,538 INFO [train.py:927] (6/8) Epoch 8, batch 19200, giga_loss[loss=0.2514, simple_loss=0.336, pruned_loss=0.08335, over 12397.00 frames. utt_duration=407.6 frames, utt_pad_proportion=0.03174, over 122.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.2948, pruned_loss=0.0609, over 2478189.52 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06786, over 24751.58 utterances.], libri_tot_loss[loss=0.229, simple_loss=0.3044, pruned_loss=0.07684, over 2467177.42 frames. utt_duration=1206 frames, utt_pad_proportion=0.07404, over 8193.08 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2929, pruned_loss=0.05884, over 2478653.75 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06599, over 26225.26 utterances.], batch size: 122, lr: 4.25e-04
2022-08-25 02:17:07,504 INFO [train.py:927] (6/8) Epoch 8, batch 19250, giga_loss[loss=0.2009, simple_loss=0.2882, pruned_loss=0.05682, over 12471.00 frames. utt_duration=746.1 frames, utt_pad_proportion=0.03481, over 67.00 utterances.], tot_loss[loss=0.211, simple_loss=0.298, pruned_loss=0.06201, over 2478901.05 frames. utt_duration=408.5 frames, utt_pad_proportion=0.06415, over 24343.11 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3048, pruned_loss=0.07702, over 2467820.02 frames. utt_duration=1208 frames, utt_pad_proportion=0.07238, over 8178.54 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05978, over 2478998.08 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06325, over 25979.89 utterances.], batch size: 67, lr: 4.25e-04
2022-08-25 02:19:23,301 INFO [train.py:927] (6/8) Epoch 8, batch 19300, libri_loss[loss=0.2642, simple_loss=0.3364, pruned_loss=0.096, over 12447.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009732, over 39.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2969, pruned_loss=0.06191, over 2478729.76 frames. utt_duration=408.4 frames, utt_pad_proportion=0.06301, over 24350.34 utterances.], libri_tot_loss[loss=0.2297, simple_loss=0.3052, pruned_loss=0.07711, over 2467840.37 frames. utt_duration=1212 frames, utt_pad_proportion=0.07132, over 8155.23 utterances.], giga_tot_loss[loss=0.2071, simple_loss=0.2948, pruned_loss=0.05977, over 2478976.28 frames. utt_duration=383 frames, utt_pad_proportion=0.06261, over 25968.94 utterances.], batch size: 39, lr: 4.25e-04
2022-08-25 02:21:18,537 INFO [train.py:927] (6/8) Epoch 8, batch 19350, giga_loss[loss=0.2053, simple_loss=0.2974, pruned_loss=0.05657, over 12434.00 frames. utt_duration=342.1 frames, utt_pad_proportion=0.04171, over 146.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2949, pruned_loss=0.06095, over 2478458.16 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06508, over 25040.50 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.3051, pruned_loss=0.07698, over 2467718.13 frames. utt_duration=1216 frames, utt_pad_proportion=0.07028, over 8126.36 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2931, pruned_loss=0.05908, over 2478972.26 frames. utt_duration=373.1 frames, utt_pad_proportion=0.06493, over 26662.94 utterances.], batch size: 146, lr: 4.25e-04
2022-08-25 02:23:25,477 INFO [train.py:927] (6/8) Epoch 8, batch 19400, giga_loss[loss=0.2063, simple_loss=0.2901, pruned_loss=0.06124, over 12401.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2927, pruned_loss=0.06028, over 2478044.88 frames. utt_duration=390.5 frames, utt_pad_proportion=0.06821, over 25464.61 utterances.], libri_tot_loss[loss=0.2293, simple_loss=0.3048, pruned_loss=0.07692, over 2467487.32 frames. utt_duration=1219 frames, utt_pad_proportion=0.07005, over 8105.17 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2915, pruned_loss=0.05873, over 2478736.28 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06799, over 26901.45 utterances.], batch size: 257, lr: 4.25e-04
2022-08-25 02:25:27,695 INFO [train.py:927] (6/8) Epoch 8, batch 19450, giga_loss[loss=0.2131, simple_loss=0.3101, pruned_loss=0.05808, over 12368.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02804, over 85.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2925, pruned_loss=0.05995, over 2478196.69 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06793, over 25079.40 utterances.], libri_tot_loss[loss=0.2294, simple_loss=0.3048, pruned_loss=0.07699, over 2467349.40 frames. utt_duration=1222 frames, utt_pad_proportion=0.06866, over 8086.16 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2911, pruned_loss=0.0582, over 2479156.17 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06812, over 26694.70 utterances.], batch size: 85, lr: 4.25e-04
2022-08-25 02:27:25,241 INFO [train.py:927] (6/8) Epoch 8, batch 19500, giga_loss[loss=0.1937, simple_loss=0.2895, pruned_loss=0.0489, over 12359.00 frames. utt_duration=853.5 frames, utt_pad_proportion=0.03009, over 58.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2942, pruned_loss=0.05936, over 2478264.34 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06854, over 25039.51 utterances.], libri_tot_loss[loss=0.2295, simple_loss=0.305, pruned_loss=0.07702, over 2467580.54 frames. utt_duration=1220 frames, utt_pad_proportion=0.06798, over 8097.44 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.05766, over 2479016.35 frames. utt_duration=374 frames, utt_pad_proportion=0.06882, over 26601.40 utterances.], batch size: 58, lr: 4.25e-04
2022-08-25 02:29:31,321 INFO [train.py:927] (6/8) Epoch 8, batch 19550, giga_loss[loss=0.2152, simple_loss=0.3021, pruned_loss=0.0642, over 12449.00 frames. utt_duration=623.8 frames, utt_pad_proportion=0.0299, over 80.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2949, pruned_loss=0.05946, over 2478209.93 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06913, over 25056.05 utterances.], libri_tot_loss[loss=0.2298, simple_loss=0.3053, pruned_loss=0.07717, over 2467593.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.06669, over 8072.32 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2933, pruned_loss=0.05757, over 2479031.17 frames. utt_duration=372.4 frames, utt_pad_proportion=0.06971, over 26715.12 utterances.], batch size: 80, lr: 4.25e-04
2022-08-25 02:31:47,298 INFO [train.py:927] (6/8) Epoch 8, batch 19600, giga_loss[loss=0.2009, simple_loss=0.2965, pruned_loss=0.05268, over 12217.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.02964, over 42.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2955, pruned_loss=0.05899, over 2478004.61 frames. utt_duration=396.9 frames, utt_pad_proportion=0.06834, over 25049.95 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.306, pruned_loss=0.07721, over 2467564.19 frames. utt_duration=1228 frames, utt_pad_proportion=0.06582, over 8045.05 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2933, pruned_loss=0.0571, over 2478891.13 frames. utt_duration=372.2 frames, utt_pad_proportion=0.06912, over 26723.12 utterances.], batch size: 42, lr: 4.25e-04
2022-08-25 02:34:00,739 INFO [train.py:927] (6/8) Epoch 8, batch 19650, giga_loss[loss=0.2262, simple_loss=0.321, pruned_loss=0.06567, over 12375.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03857, over 113.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2989, pruned_loss=0.05997, over 2477515.16 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06897, over 25232.80 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.3076, pruned_loss=0.07726, over 2467115.20 frames. utt_duration=1217 frames, utt_pad_proportion=0.06961, over 8117.33 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2955, pruned_loss=0.05783, over 2478962.20 frames. utt_duration=367.9 frames, utt_pad_proportion=0.06842, over 27040.33 utterances.], batch size: 113, lr: 4.25e-04
2022-08-25 02:36:16,991 INFO [train.py:927] (6/8) Epoch 8, batch 19700, giga_loss[loss=0.1763, simple_loss=0.2648, pruned_loss=0.04386, over 12382.00 frames. utt_duration=855 frames, utt_pad_proportion=0.03057, over 58.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2988, pruned_loss=0.06021, over 2477392.08 frames. utt_duration=396.2 frames, utt_pad_proportion=0.06736, over 25085.49 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3074, pruned_loss=0.07709, over 2467146.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.06881, over 8107.59 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2961, pruned_loss=0.05844, over 2478640.38 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06723, over 26759.01 utterances.], batch size: 58, lr: 4.25e-04
2022-08-25 02:38:33,514 INFO [train.py:927] (6/8) Epoch 8, batch 19750, giga_loss[loss=0.1964, simple_loss=0.2935, pruned_loss=0.04961, over 12401.00 frames. utt_duration=273.6 frames, utt_pad_proportion=0.05991, over 182.00 utterances.], tot_loss[loss=0.2067, simple_loss=0.2962, pruned_loss=0.05864, over 2477294.20 frames. utt_duration=408.9 frames, utt_pad_proportion=0.06581, over 24300.96 utterances.], libri_tot_loss[loss=0.2302, simple_loss=0.3069, pruned_loss=0.07671, over 2466705.87 frames. utt_duration=1214 frames, utt_pad_proportion=0.07168, over 8140.13 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2942, pruned_loss=0.05701, over 2479018.31 frames. utt_duration=380.4 frames, utt_pad_proportion=0.06503, over 26145.80 utterances.], batch size: 182, lr: 4.25e-04
2022-08-25 02:40:33,536 INFO [train.py:927] (6/8) Epoch 8, batch 19800, giga_loss[loss=0.1868, simple_loss=0.2876, pruned_loss=0.04297, over 12344.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.0307, over 66.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2949, pruned_loss=0.05814, over 2477139.83 frames. utt_duration=401.4 frames, utt_pad_proportion=0.06691, over 24757.30 utterances.], libri_tot_loss[loss=0.2301, simple_loss=0.3068, pruned_loss=0.07672, over 2466735.13 frames. utt_duration=1216 frames, utt_pad_proportion=0.07116, over 8126.74 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2934, pruned_loss=0.05671, over 2478564.57 frames. utt_duration=377.4 frames, utt_pad_proportion=0.06636, over 26354.53 utterances.], batch size: 66, lr: 4.25e-04
2022-08-25 02:42:26,939 INFO [train.py:927] (6/8) Epoch 8, batch 19850, giga_loss[loss=0.211, simple_loss=0.2998, pruned_loss=0.06111, over 12380.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03592, over 113.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2971, pruned_loss=0.05946, over 2477127.57 frames. utt_duration=400.4 frames, utt_pad_proportion=0.06913, over 24821.10 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3072, pruned_loss=0.07712, over 2466739.08 frames. utt_duration=1207 frames, utt_pad_proportion=0.07405, over 8187.86 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2951, pruned_loss=0.05738, over 2478569.04 frames. utt_duration=374.6 frames, utt_pad_proportion=0.06758, over 26549.29 utterances.], batch size: 113, lr: 4.25e-04
2022-08-25 02:44:15,457 INFO [train.py:927] (6/8) Epoch 8, batch 19900, giga_loss[loss=0.1983, simple_loss=0.2932, pruned_loss=0.05172, over 12406.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.04469, over 161.00 utterances.], tot_loss[loss=0.2083, simple_loss=0.296, pruned_loss=0.06026, over 2476737.32 frames. utt_duration=403.4 frames, utt_pad_proportion=0.07221, over 24631.65 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3077, pruned_loss=0.07761, over 2467029.88 frames. utt_duration=1195 frames, utt_pad_proportion=0.0775, over 8267.12 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2936, pruned_loss=0.0574, over 2478064.24 frames. utt_duration=373.2 frames, utt_pad_proportion=0.06967, over 26643.33 utterances.], batch size: 161, lr: 4.25e-04
2022-08-25 02:46:09,048 INFO [train.py:927] (6/8) Epoch 8, batch 19950, giga_loss[loss=0.2457, simple_loss=0.3221, pruned_loss=0.08466, over 12400.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07436, over 212.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2993, pruned_loss=0.06184, over 2477185.67 frames. utt_duration=415.2 frames, utt_pad_proportion=0.06718, over 23932.32 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3077, pruned_loss=0.07758, over 2467270.03 frames. utt_duration=1195 frames, utt_pad_proportion=0.07693, over 8269.43 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2972, pruned_loss=0.05946, over 2478106.11 frames. utt_duration=387.6 frames, utt_pad_proportion=0.06557, over 25653.44 utterances.], batch size: 212, lr: 4.25e-04
2022-08-25 02:47:54,541 INFO [train.py:927] (6/8) Epoch 8, batch 20000, giga_loss[loss=0.2134, simple_loss=0.307, pruned_loss=0.05988, over 12392.00 frames. utt_duration=856.1 frames, utt_pad_proportion=0.02936, over 58.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.3045, pruned_loss=0.0644, over 2476103.81 frames. utt_duration=452.3 frames, utt_pad_proportion=0.06342, over 21960.71 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3073, pruned_loss=0.07739, over 2467030.60 frames. utt_duration=1200 frames, utt_pad_proportion=0.07564, over 8236.14 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.303, pruned_loss=0.06234, over 2477239.81 frames. utt_duration=419.6 frames, utt_pad_proportion=0.0626, over 23684.25 utterances.], batch size: 58, lr: 4.24e-04
2022-08-25 02:49:37,558 INFO [train.py:927] (6/8) Epoch 8, batch 20050, giga_loss[loss=0.1799, simple_loss=0.2663, pruned_loss=0.04671, over 12363.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02827, over 91.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3017, pruned_loss=0.06401, over 2475420.38 frames. utt_duration=473.5 frames, utt_pad_proportion=0.05996, over 20967.18 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3072, pruned_loss=0.07737, over 2466907.01 frames. utt_duration=1203 frames, utt_pad_proportion=0.07448, over 8210.64 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.3005, pruned_loss=0.06218, over 2476572.80 frames. utt_duration=439.8 frames, utt_pad_proportion=0.05981, over 22589.63 utterances.], batch size: 91, lr: 4.24e-04
2022-08-25 02:51:19,219 INFO [train.py:927] (6/8) Epoch 8, batch 20100, giga_loss[loss=0.1694, simple_loss=0.247, pruned_loss=0.04597, over 12446.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04326, over 31.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2948, pruned_loss=0.06197, over 2475127.78 frames. utt_duration=493.2 frames, utt_pad_proportion=0.0619, over 20127.38 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3074, pruned_loss=0.07736, over 2466898.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.07274, over 8176.69 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2936, pruned_loss=0.06014, over 2476285.08 frames. utt_duration=456.1 frames, utt_pad_proportion=0.06206, over 21778.62 utterances.], batch size: 31, lr: 4.24e-04
2022-08-25 02:53:04,063 INFO [train.py:927] (6/8) Epoch 8, batch 20150, giga_loss[loss=0.18, simple_loss=0.2597, pruned_loss=0.05012, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02724, over 45.00 utterances.], tot_loss[loss=0.2032, simple_loss=0.287, pruned_loss=0.05975, over 2474596.07 frames. utt_duration=484.1 frames, utt_pad_proportion=0.06416, over 20505.51 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3072, pruned_loss=0.07725, over 2466936.54 frames. utt_duration=1212 frames, utt_pad_proportion=0.07167, over 8151.39 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2858, pruned_loss=0.05809, over 2475616.51 frames. utt_duration=450.3 frames, utt_pad_proportion=0.06447, over 22057.08 utterances.], batch size: 45, lr: 4.24e-04
2022-08-25 02:54:48,512 INFO [train.py:927] (6/8) Epoch 8, batch 20200, giga_loss[loss=0.175, simple_loss=0.2597, pruned_loss=0.04514, over 12316.00 frames. utt_duration=967.3 frames, utt_pad_proportion=0.03556, over 51.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2806, pruned_loss=0.05759, over 2474587.64 frames. utt_duration=497.9 frames, utt_pad_proportion=0.06439, over 19937.82 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3071, pruned_loss=0.07722, over 2466904.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.07121, over 8128.93 utterances.], giga_tot_loss[loss=0.1959, simple_loss=0.2796, pruned_loss=0.05614, over 2475493.82 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06477, over 21286.39 utterances.], batch size: 51, lr: 4.24e-04
2022-08-25 02:56:32,136 INFO [train.py:927] (6/8) Epoch 8, batch 20250, libri_loss[loss=0.2348, simple_loss=0.3046, pruned_loss=0.0825, over 12396.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006207, over 34.00 utterances.], tot_loss[loss=0.194, simple_loss=0.276, pruned_loss=0.05604, over 2474527.54 frames. utt_duration=519.6 frames, utt_pad_proportion=0.06273, over 19100.35 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3069, pruned_loss=0.07736, over 2466738.13 frames. utt_duration=1210 frames, utt_pad_proportion=0.07397, over 8164.97 utterances.], giga_tot_loss[loss=0.1915, simple_loss=0.2746, pruned_loss=0.05425, over 2475599.75 frames. utt_duration=486.5 frames, utt_pad_proportion=0.06199, over 20413.64 utterances.], batch size: 34, lr: 4.24e-04
2022-08-25 02:58:15,205 INFO [train.py:927] (6/8) Epoch 8, batch 20300, giga_loss[loss=0.1847, simple_loss=0.2662, pruned_loss=0.05164, over 12345.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.1894, simple_loss=0.2706, pruned_loss=0.05414, over 2474292.40 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06701, over 19463.79 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3069, pruned_loss=0.07734, over 2466962.16 frames. utt_duration=1211 frames, utt_pad_proportion=0.07341, over 8155.32 utterances.], giga_tot_loss[loss=0.1872, simple_loss=0.2692, pruned_loss=0.05256, over 2475001.54 frames. utt_duration=481.9 frames, utt_pad_proportion=0.06638, over 20605.68 utterances.], batch size: 97, lr: 4.24e-04
2022-08-25 02:59:59,529 INFO [train.py:927] (6/8) Epoch 8, batch 20350, giga_loss[loss=0.1635, simple_loss=0.249, pruned_loss=0.03904, over 12302.00 frames. utt_duration=912.6 frames, utt_pad_proportion=0.02501, over 54.00 utterances.], tot_loss[loss=0.1852, simple_loss=0.2661, pruned_loss=0.05219, over 2474458.93 frames. utt_duration=530.2 frames, utt_pad_proportion=0.06296, over 18720.41 utterances.], libri_tot_loss[loss=0.2306, simple_loss=0.3067, pruned_loss=0.07726, over 2466901.81 frames. utt_duration=1215 frames, utt_pad_proportion=0.07269, over 8134.24 utterances.], giga_tot_loss[loss=0.1829, simple_loss=0.2645, pruned_loss=0.0506, over 2475198.96 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06287, over 19837.91 utterances.], batch size: 54, lr: 4.24e-04
2022-08-25 03:01:44,223 INFO [train.py:927] (6/8) Epoch 8, batch 20400, giga_loss[loss=0.1842, simple_loss=0.2716, pruned_loss=0.04837, over 12337.00 frames. utt_duration=706.3 frames, utt_pad_proportion=0.0312, over 70.00 utterances.], tot_loss[loss=0.1815, simple_loss=0.2619, pruned_loss=0.05058, over 2474852.36 frames. utt_duration=531.6 frames, utt_pad_proportion=0.06245, over 18674.28 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3067, pruned_loss=0.07732, over 2467167.09 frames. utt_duration=1213 frames, utt_pad_proportion=0.07261, over 8143.35 utterances.], giga_tot_loss[loss=0.179, simple_loss=0.2601, pruned_loss=0.04893, over 2475310.57 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06235, over 19681.72 utterances.], batch size: 70, lr: 4.24e-04
2022-08-25 03:03:29,032 INFO [train.py:927] (6/8) Epoch 8, batch 20450, giga_loss[loss=0.2232, simple_loss=0.3027, pruned_loss=0.07184, over 12261.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02795, over 42.00 utterances.], tot_loss[loss=0.1903, simple_loss=0.2703, pruned_loss=0.05522, over 2474999.94 frames. utt_duration=508.9 frames, utt_pad_proportion=0.06957, over 19511.38 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3068, pruned_loss=0.07742, over 2467311.64 frames. utt_duration=1212 frames, utt_pad_proportion=0.07236, over 8151.31 utterances.], giga_tot_loss[loss=0.1874, simple_loss=0.2681, pruned_loss=0.05338, over 2475368.04 frames. utt_duration=484.4 frames, utt_pad_proportion=0.06923, over 20501.19 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 03:05:12,487 INFO [train.py:927] (6/8) Epoch 8, batch 20500, libri_loss[loss=0.3031, simple_loss=0.3618, pruned_loss=0.1222, over 12416.00 frames. utt_duration=765.3 frames, utt_pad_proportion=0.1274, over 65.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2801, pruned_loss=0.05948, over 2473401.70 frames. utt_duration=527.9 frames, utt_pad_proportion=0.06995, over 18792.64 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3069, pruned_loss=0.07752, over 2467968.77 frames. utt_duration=1213 frames, utt_pad_proportion=0.07117, over 8149.51 utterances.], giga_tot_loss[loss=0.1958, simple_loss=0.2772, pruned_loss=0.05725, over 2473292.15 frames. utt_duration=497.4 frames, utt_pad_proportion=0.07004, over 19946.34 utterances.], batch size: 65, lr: 4.24e-04
2022-08-25 03:06:57,813 INFO [train.py:927] (6/8) Epoch 8, batch 20550, giga_loss[loss=0.2393, simple_loss=0.3128, pruned_loss=0.08285, over 12367.00 frames. utt_duration=193.2 frames, utt_pad_proportion=0.1054, over 258.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2859, pruned_loss=0.06139, over 2473157.06 frames. utt_duration=520.2 frames, utt_pad_proportion=0.07109, over 19070.37 utterances.], libri_tot_loss[loss=0.2308, simple_loss=0.3066, pruned_loss=0.07747, over 2467948.20 frames. utt_duration=1216 frames, utt_pad_proportion=0.07041, over 8126.38 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2836, pruned_loss=0.05944, over 2473147.68 frames. utt_duration=492.7 frames, utt_pad_proportion=0.07135, over 20136.85 utterances.], batch size: 258, lr: 4.24e-04
2022-08-25 03:08:41,587 INFO [train.py:927] (6/8) Epoch 8, batch 20600, giga_loss[loss=0.2145, simple_loss=0.2989, pruned_loss=0.06503, over 12402.00 frames. utt_duration=621.7 frames, utt_pad_proportion=0.03315, over 80.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2906, pruned_loss=0.06359, over 2472745.77 frames. utt_duration=532 frames, utt_pad_proportion=0.06698, over 18645.51 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3067, pruned_loss=0.07748, over 2467648.27 frames. utt_duration=1218 frames, utt_pad_proportion=0.06905, over 8114.75 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2881, pruned_loss=0.06163, over 2473143.67 frames. utt_duration=501.3 frames, utt_pad_proportion=0.06789, over 19794.01 utterances.], batch size: 80, lr: 4.24e-04
2022-08-25 03:10:25,441 INFO [train.py:927] (6/8) Epoch 8, batch 20650, giga_loss[loss=0.2551, simple_loss=0.3315, pruned_loss=0.08935, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03176, over 42.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2975, pruned_loss=0.06668, over 2472396.27 frames. utt_duration=530 frames, utt_pad_proportion=0.0658, over 18712.28 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3085, pruned_loss=0.07787, over 2467412.83 frames. utt_duration=1220 frames, utt_pad_proportion=0.0683, over 8098.45 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2938, pruned_loss=0.06457, over 2472983.66 frames. utt_duration=500.7 frames, utt_pad_proportion=0.06683, over 19816.61 utterances.], batch size: 42, lr: 4.24e-04
2022-08-25 03:12:10,729 INFO [train.py:927] (6/8) Epoch 8, batch 20700, giga_loss[loss=0.2954, simple_loss=0.3554, pruned_loss=0.1177, over 12372.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1051, over 258.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3016, pruned_loss=0.06813, over 2472058.01 frames. utt_duration=540.6 frames, utt_pad_proportion=0.06476, over 18342.19 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3088, pruned_loss=0.07818, over 2467238.92 frames. utt_duration=1199 frames, utt_pad_proportion=0.0756, over 8241.12 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2981, pruned_loss=0.06584, over 2472826.41 frames. utt_duration=510.7 frames, utt_pad_proportion=0.06287, over 19423.70 utterances.], batch size: 258, lr: 4.24e-04
2022-08-25 03:13:52,019 INFO [train.py:927] (6/8) Epoch 8, batch 20750, giga_loss[loss=0.2252, simple_loss=0.3195, pruned_loss=0.06543, over 12429.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03615, over 113.00 utterances.], tot_loss[loss=0.2222, simple_loss=0.305, pruned_loss=0.0697, over 2472434.74 frames. utt_duration=542.3 frames, utt_pad_proportion=0.06546, over 18285.14 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3087, pruned_loss=0.07843, over 2467374.07 frames. utt_duration=1193 frames, utt_pad_proportion=0.07773, over 8286.28 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3019, pruned_loss=0.0672, over 2473117.85 frames. utt_duration=508.1 frames, utt_pad_proportion=0.06273, over 19527.93 utterances.], batch size: 113, lr: 4.24e-04
2022-08-25 03:15:35,316 INFO [train.py:927] (6/8) Epoch 8, batch 20800, giga_loss[loss=0.2015, simple_loss=0.2923, pruned_loss=0.05539, over 12402.00 frames. utt_duration=1909 frames, utt_pad_proportion=0.04443, over 26.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3047, pruned_loss=0.06855, over 2471774.28 frames. utt_duration=547.1 frames, utt_pad_proportion=0.06885, over 18121.12 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3085, pruned_loss=0.0783, over 2467405.89 frames. utt_duration=1195 frames, utt_pad_proportion=0.07717, over 8269.47 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3025, pruned_loss=0.06662, over 2472318.34 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06666, over 19202.39 utterances.], batch size: 26, lr: 4.24e-04
2022-08-25 03:17:19,471 INFO [train.py:927] (6/8) Epoch 8, batch 20850, giga_loss[loss=0.1896, simple_loss=0.2863, pruned_loss=0.04647, over 12362.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03177, over 58.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3049, pruned_loss=0.06838, over 2471426.44 frames. utt_duration=555.1 frames, utt_pad_proportion=0.06967, over 17856.37 utterances.], libri_tot_loss[loss=0.2326, simple_loss=0.3085, pruned_loss=0.07833, over 2467421.13 frames. utt_duration=1186 frames, utt_pad_proportion=0.08022, over 8334.09 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3031, pruned_loss=0.06659, over 2471942.48 frames. utt_duration=525.4 frames, utt_pad_proportion=0.06651, over 18873.90 utterances.], batch size: 58, lr: 4.24e-04
2022-08-25 03:19:01,871 INFO [train.py:927] (6/8) Epoch 8, batch 20900, giga_loss[loss=0.2656, simple_loss=0.3206, pruned_loss=0.1053, over 12354.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1972, over 366.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3068, pruned_loss=0.071, over 2471393.85 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06755, over 17842.88 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3082, pruned_loss=0.0782, over 2467126.41 frames. utt_duration=1193 frames, utt_pad_proportion=0.07817, over 8280.35 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3055, pruned_loss=0.0694, over 2472163.20 frames. utt_duration=522.1 frames, utt_pad_proportion=0.06578, over 18995.42 utterances.], batch size: 366, lr: 4.24e-04
2022-08-25 03:20:45,272 INFO [train.py:927] (6/8) Epoch 8, batch 20950, giga_loss[loss=0.2183, simple_loss=0.3022, pruned_loss=0.06723, over 12340.00 frames. utt_duration=544 frames, utt_pad_proportion=0.03034, over 91.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.3059, pruned_loss=0.07119, over 2471515.56 frames. utt_duration=562.9 frames, utt_pad_proportion=0.06599, over 17609.99 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.308, pruned_loss=0.07799, over 2466980.82 frames. utt_duration=1195 frames, utt_pad_proportion=0.07689, over 8266.26 utterances.], giga_tot_loss[loss=0.2223, simple_loss=0.3048, pruned_loss=0.06985, over 2472408.80 frames. utt_duration=526.4 frames, utt_pad_proportion=0.06494, over 18840.52 utterances.], batch size: 91, lr: 4.24e-04
2022-08-25 03:22:30,827 INFO [train.py:927] (6/8) Epoch 8, batch 21000, giga_loss[loss=0.2359, simple_loss=0.3121, pruned_loss=0.07979, over 12371.00 frames. utt_duration=1339 frames, utt_pad_proportion=0.04314, over 37.00 utterances.], tot_loss[loss=0.2241, simple_loss=0.305, pruned_loss=0.0716, over 2471872.27 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06672, over 17837.29 utterances.], libri_tot_loss[loss=0.2311, simple_loss=0.307, pruned_loss=0.0776, over 2467115.90 frames. utt_duration=1205 frames, utt_pad_proportion=0.07511, over 8200.14 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.305, pruned_loss=0.07067, over 2472632.24 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06641, over 19177.19 utterances.], batch size: 37, lr: 4.23e-04
2022-08-25 03:22:30,828 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 03:22:45,695 INFO [train.py:967] (6/8) Epoch 8, validation: loss=0.1813, simple_loss=0.2904, pruned_loss=0.03614, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 03:24:31,497 INFO [train.py:927] (6/8) Epoch 8, batch 21050, giga_loss[loss=0.194, simple_loss=0.2815, pruned_loss=0.05324, over 12339.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.03066, over 66.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3038, pruned_loss=0.07064, over 2473077.61 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06548, over 18333.59 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.307, pruned_loss=0.07753, over 2467145.79 frames. utt_duration=1206 frames, utt_pad_proportion=0.07426, over 8192.22 utterances.], giga_tot_loss[loss=0.2218, simple_loss=0.3038, pruned_loss=0.06989, over 2473694.60 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06558, over 19525.23 utterances.], batch size: 66, lr: 4.23e-04
2022-08-25 03:26:16,835 INFO [train.py:927] (6/8) Epoch 8, batch 21100, giga_loss[loss=0.2022, simple_loss=0.2822, pruned_loss=0.0611, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03125, over 42.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3028, pruned_loss=0.0709, over 2473252.97 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06844, over 18851.90 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3081, pruned_loss=0.07823, over 2467324.93 frames. utt_duration=1202 frames, utt_pad_proportion=0.07628, over 8223.26 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.3015, pruned_loss=0.06938, over 2473799.09 frames. utt_duration=491.6 frames, utt_pad_proportion=0.06766, over 20191.48 utterances.], batch size: 42, lr: 4.23e-04
2022-08-25 03:28:02,091 INFO [train.py:927] (6/8) Epoch 8, batch 21150, giga_loss[loss=0.2045, simple_loss=0.2897, pruned_loss=0.05963, over 12462.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.03573, over 43.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.2978, pruned_loss=0.06842, over 2473152.56 frames. utt_duration=540.7 frames, utt_pad_proportion=0.0662, over 18345.62 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.308, pruned_loss=0.07826, over 2467401.08 frames. utt_duration=1205 frames, utt_pad_proportion=0.07563, over 8203.06 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2968, pruned_loss=0.06708, over 2473597.26 frames. utt_duration=507.5 frames, utt_pad_proportion=0.06588, over 19553.35 utterances.], batch size: 43, lr: 4.23e-04
2022-08-25 03:29:48,034 INFO [train.py:927] (6/8) Epoch 8, batch 21200, giga_loss[loss=0.1842, simple_loss=0.2603, pruned_loss=0.05407, over 12425.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03272, over 37.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2957, pruned_loss=0.06698, over 2472822.10 frames. utt_duration=534.1 frames, utt_pad_proportion=0.0653, over 18572.68 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3077, pruned_loss=0.07813, over 2467500.81 frames. utt_duration=1207 frames, utt_pad_proportion=0.07508, over 8186.06 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2951, pruned_loss=0.06595, over 2473135.84 frames. utt_duration=505.7 frames, utt_pad_proportion=0.06526, over 19621.99 utterances.], batch size: 37, lr: 4.23e-04
2022-08-25 03:31:29,094 INFO [train.py:927] (6/8) Epoch 8, batch 21250, giga_loss[loss=0.1853, simple_loss=0.2681, pruned_loss=0.05127, over 12346.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02862, over 66.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2931, pruned_loss=0.06577, over 2473092.35 frames. utt_duration=549.4 frames, utt_pad_proportion=0.06247, over 18056.40 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3079, pruned_loss=0.07825, over 2467678.78 frames. utt_duration=1208 frames, utt_pad_proportion=0.0742, over 8178.27 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2923, pruned_loss=0.0647, over 2473260.44 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06284, over 19026.30 utterances.], batch size: 66, lr: 4.23e-04
2022-08-25 03:33:13,898 INFO [train.py:927] (6/8) Epoch 8, batch 21300, giga_loss[loss=0.2175, simple_loss=0.2929, pruned_loss=0.07104, over 12345.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1753, over 358.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2898, pruned_loss=0.06462, over 2473384.70 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06169, over 17684.92 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3079, pruned_loss=0.07827, over 2467616.28 frames. utt_duration=1210 frames, utt_pad_proportion=0.07363, over 8164.51 utterances.], giga_tot_loss[loss=0.2081, simple_loss=0.2889, pruned_loss=0.06364, over 2473638.69 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06219, over 18550.39 utterances.], batch size: 358, lr: 4.23e-04
2022-08-25 03:34:56,145 INFO [train.py:927] (6/8) Epoch 8, batch 21350, giga_loss[loss=0.1871, simple_loss=0.274, pruned_loss=0.0501, over 12336.00 frames. utt_duration=668.2 frames, utt_pad_proportion=0.02732, over 74.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2867, pruned_loss=0.06353, over 2473076.04 frames. utt_duration=561.7 frames, utt_pad_proportion=0.06484, over 17657.98 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3078, pruned_loss=0.07814, over 2467727.53 frames. utt_duration=1213 frames, utt_pad_proportion=0.07223, over 8145.57 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2857, pruned_loss=0.06255, over 2473296.74 frames. utt_duration=534.3 frames, utt_pad_proportion=0.06553, over 18566.63 utterances.], batch size: 74, lr: 4.23e-04
2022-08-25 03:36:39,449 INFO [train.py:927] (6/8) Epoch 8, batch 21400, libri_loss[loss=0.2223, simple_loss=0.3005, pruned_loss=0.07202, over 12252.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004645, over 34.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2854, pruned_loss=0.06313, over 2473992.12 frames. utt_duration=581.6 frames, utt_pad_proportion=0.06021, over 17058.06 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3087, pruned_loss=0.07845, over 2467990.85 frames. utt_duration=1210 frames, utt_pad_proportion=0.07161, over 8172.02 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.283, pruned_loss=0.06149, over 2474160.20 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06109, over 18112.53 utterances.], batch size: 34, lr: 4.23e-04
2022-08-25 03:38:22,829 INFO [train.py:927] (6/8) Epoch 8, batch 21450, giga_loss[loss=0.2148, simple_loss=0.2905, pruned_loss=0.06956, over 12328.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03069, over 85.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2836, pruned_loss=0.06249, over 2473861.91 frames. utt_duration=577.7 frames, utt_pad_proportion=0.05762, over 17171.92 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3088, pruned_loss=0.07847, over 2468075.67 frames. utt_duration=1209 frames, utt_pad_proportion=0.07114, over 8174.27 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2813, pruned_loss=0.06102, over 2473969.55 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05858, over 18084.83 utterances.], batch size: 85, lr: 4.23e-04
2022-08-25 03:40:16,484 INFO [train.py:927] (6/8) Epoch 8, batch 21500, giga_loss[loss=0.3041, simple_loss=0.3612, pruned_loss=0.1235, over 12376.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2852, pruned_loss=0.06371, over 2474351.54 frames. utt_duration=583.9 frames, utt_pad_proportion=0.06008, over 16993.94 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.309, pruned_loss=0.07859, over 2468154.65 frames. utt_duration=1202 frames, utt_pad_proportion=0.074, over 8225.07 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2825, pruned_loss=0.06201, over 2474536.45 frames. utt_duration=554.1 frames, utt_pad_proportion=0.05936, over 17912.49 utterances.], batch size: 258, lr: 4.23e-04
2022-08-25 03:42:02,081 INFO [train.py:927] (6/8) Epoch 8, batch 21550, giga_loss[loss=0.2204, simple_loss=0.3005, pruned_loss=0.07012, over 12355.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03328, over 51.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2921, pruned_loss=0.06794, over 2474010.99 frames. utt_duration=542.8 frames, utt_pad_proportion=0.06717, over 18281.31 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3093, pruned_loss=0.07869, over 2468254.25 frames. utt_duration=1204 frames, utt_pad_proportion=0.07267, over 8211.63 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2893, pruned_loss=0.0662, over 2474202.34 frames. utt_duration=515.9 frames, utt_pad_proportion=0.06676, over 19237.44 utterances.], batch size: 51, lr: 4.23e-04
2022-08-25 03:43:48,085 INFO [train.py:927] (6/8) Epoch 8, batch 21600, giga_loss[loss=0.2304, simple_loss=0.3221, pruned_loss=0.06931, over 12287.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02872, over 45.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2966, pruned_loss=0.06922, over 2473740.94 frames. utt_duration=538.7 frames, utt_pad_proportion=0.0695, over 18419.78 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3093, pruned_loss=0.07852, over 2467924.84 frames. utt_duration=1196 frames, utt_pad_proportion=0.07643, over 8264.18 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2942, pruned_loss=0.06783, over 2474299.96 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06755, over 19319.44 utterances.], batch size: 45, lr: 4.23e-04
2022-08-25 03:45:32,372 INFO [train.py:927] (6/8) Epoch 8, batch 21650, giga_loss[loss=0.2609, simple_loss=0.3237, pruned_loss=0.099, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03579, over 37.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3021, pruned_loss=0.07148, over 2474054.03 frames. utt_duration=527.7 frames, utt_pad_proportion=0.06757, over 18804.95 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3088, pruned_loss=0.07828, over 2467780.19 frames. utt_duration=1200 frames, utt_pad_proportion=0.07545, over 8237.04 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3004, pruned_loss=0.07045, over 2474725.55 frames. utt_duration=503.4 frames, utt_pad_proportion=0.06649, over 19720.61 utterances.], batch size: 37, lr: 4.23e-04
2022-08-25 03:47:13,466 INFO [train.py:927] (6/8) Epoch 8, batch 21700, giga_loss[loss=0.1924, simple_loss=0.283, pruned_loss=0.05089, over 12378.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03036, over 97.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3035, pruned_loss=0.07058, over 2474148.19 frames. utt_duration=531.8 frames, utt_pad_proportion=0.0655, over 18659.94 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3093, pruned_loss=0.07836, over 2468104.74 frames. utt_duration=1200 frames, utt_pad_proportion=0.07429, over 8240.30 utterances.], giga_tot_loss[loss=0.2202, simple_loss=0.3014, pruned_loss=0.06944, over 2474578.34 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06506, over 19729.34 utterances.], batch size: 97, lr: 4.23e-04
2022-08-25 03:48:56,543 INFO [train.py:927] (6/8) Epoch 8, batch 21750, giga_loss[loss=0.205, simple_loss=0.2831, pruned_loss=0.06349, over 12417.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.04084, over 37.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3031, pruned_loss=0.06937, over 2474778.66 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06959, over 18897.55 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.31, pruned_loss=0.07857, over 2468107.73 frames. utt_duration=1188 frames, utt_pad_proportion=0.07794, over 8317.51 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3009, pruned_loss=0.06824, over 2475165.98 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06781, over 19765.05 utterances.], batch size: 37, lr: 4.23e-04
2022-08-25 03:50:41,211 INFO [train.py:927] (6/8) Epoch 8, batch 21800, giga_loss[loss=0.2462, simple_loss=0.3298, pruned_loss=0.08125, over 12338.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03308, over 97.00 utterances.], tot_loss[loss=0.2236, simple_loss=0.3052, pruned_loss=0.07097, over 2474248.08 frames. utt_duration=518.8 frames, utt_pad_proportion=0.06961, over 19132.23 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3098, pruned_loss=0.07861, over 2468395.55 frames. utt_duration=1184 frames, utt_pad_proportion=0.07913, over 8347.57 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3033, pruned_loss=0.06977, over 2474508.55 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06769, over 20121.73 utterances.], batch size: 97, lr: 4.23e-04
2022-08-25 03:52:24,493 INFO [train.py:927] (6/8) Epoch 8, batch 21850, giga_loss[loss=0.2208, simple_loss=0.2998, pruned_loss=0.07084, over 12328.00 frames. utt_duration=968.2 frames, utt_pad_proportion=0.03378, over 51.00 utterances.], tot_loss[loss=0.2253, simple_loss=0.3064, pruned_loss=0.07208, over 2474176.17 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06835, over 18594.42 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3099, pruned_loss=0.07867, over 2468546.65 frames. utt_duration=1185 frames, utt_pad_proportion=0.0783, over 8340.42 utterances.], giga_tot_loss[loss=0.2234, simple_loss=0.3048, pruned_loss=0.07097, over 2474334.03 frames. utt_duration=508.5 frames, utt_pad_proportion=0.0671, over 19521.55 utterances.], batch size: 51, lr: 4.23e-04
2022-08-25 03:54:09,489 INFO [train.py:927] (6/8) Epoch 8, batch 21900, giga_loss[loss=0.2088, simple_loss=0.2907, pruned_loss=0.06348, over 12133.00 frames. utt_duration=1619 frames, utt_pad_proportion=0.03753, over 30.00 utterances.], tot_loss[loss=0.226, simple_loss=0.3065, pruned_loss=0.07274, over 2474283.09 frames. utt_duration=547.5 frames, utt_pad_proportion=0.07111, over 18125.82 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3098, pruned_loss=0.07863, over 2468670.21 frames. utt_duration=1171 frames, utt_pad_proportion=0.08136, over 8445.20 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3051, pruned_loss=0.07162, over 2474527.07 frames. utt_duration=517.5 frames, utt_pad_proportion=0.06849, over 19181.37 utterances.], batch size: 30, lr: 4.23e-04
2022-08-25 03:55:53,042 INFO [train.py:927] (6/8) Epoch 8, batch 21950, giga_loss[loss=0.2244, simple_loss=0.3215, pruned_loss=0.06362, over 12337.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.03349, over 97.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3073, pruned_loss=0.07257, over 2474695.80 frames. utt_duration=549.7 frames, utt_pad_proportion=0.06466, over 18055.95 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3095, pruned_loss=0.07845, over 2468811.16 frames. utt_duration=1175 frames, utt_pad_proportion=0.08049, over 8417.65 utterances.], giga_tot_loss[loss=0.2249, simple_loss=0.3064, pruned_loss=0.07176, over 2474838.12 frames. utt_duration=521.4 frames, utt_pad_proportion=0.06317, over 19040.84 utterances.], batch size: 97, lr: 4.22e-04
2022-08-25 03:57:37,164 INFO [train.py:927] (6/8) Epoch 8, batch 22000, giga_loss[loss=0.2618, simple_loss=0.3198, pruned_loss=0.1019, over 12374.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1015, over 257.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3083, pruned_loss=0.07251, over 2474600.63 frames. utt_duration=565.6 frames, utt_pad_proportion=0.06344, over 17545.59 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3096, pruned_loss=0.07847, over 2468794.72 frames. utt_duration=1177 frames, utt_pad_proportion=0.07957, over 8402.50 utterances.], giga_tot_loss[loss=0.2256, simple_loss=0.3076, pruned_loss=0.07177, over 2474791.90 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06255, over 18457.85 utterances.], batch size: 257, lr: 4.22e-04
2022-08-25 03:59:22,409 INFO [train.py:927] (6/8) Epoch 8, batch 22050, libri_loss[loss=0.241, simple_loss=0.3044, pruned_loss=0.08886, over 12239.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005923, over 34.00 utterances.], tot_loss[loss=0.2259, simple_loss=0.307, pruned_loss=0.07235, over 2473567.78 frames. utt_duration=572.3 frames, utt_pad_proportion=0.06765, over 17334.42 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3094, pruned_loss=0.07844, over 2468703.12 frames. utt_duration=1180 frames, utt_pad_proportion=0.07873, over 8377.62 utterances.], giga_tot_loss[loss=0.225, simple_loss=0.3066, pruned_loss=0.07171, over 2473879.27 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06709, over 18212.83 utterances.], batch size: 34, lr: 4.22e-04
2022-08-25 04:01:03,765 INFO [train.py:927] (6/8) Epoch 8, batch 22100, giga_loss[loss=0.2415, simple_loss=0.3185, pruned_loss=0.08229, over 12273.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02978, over 45.00 utterances.], tot_loss[loss=0.2266, simple_loss=0.3076, pruned_loss=0.07283, over 2473310.91 frames. utt_duration=608.6 frames, utt_pad_proportion=0.06387, over 16295.27 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.31, pruned_loss=0.07878, over 2468875.29 frames. utt_duration=1171 frames, utt_pad_proportion=0.08141, over 8442.78 utterances.], giga_tot_loss[loss=0.2252, simple_loss=0.3066, pruned_loss=0.0719, over 2473486.79 frames. utt_duration=580.7 frames, utt_pad_proportion=0.06222, over 17082.40 utterances.], batch size: 45, lr: 4.22e-04
2022-08-25 04:02:48,301 INFO [train.py:927] (6/8) Epoch 8, batch 22150, giga_loss[loss=0.2369, simple_loss=0.3117, pruned_loss=0.08107, over 12350.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2122, over 373.00 utterances.], tot_loss[loss=0.2268, simple_loss=0.3078, pruned_loss=0.07293, over 2473772.03 frames. utt_duration=606.9 frames, utt_pad_proportion=0.06593, over 16345.79 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.31, pruned_loss=0.07875, over 2468882.91 frames. utt_duration=1172 frames, utt_pad_proportion=0.08111, over 8433.56 utterances.], giga_tot_loss[loss=0.2257, simple_loss=0.3071, pruned_loss=0.07221, over 2473923.49 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06466, over 17004.54 utterances.], batch size: 373, lr: 4.22e-04
2022-08-25 04:04:30,612 INFO [train.py:927] (6/8) Epoch 8, batch 22200, libri_loss[loss=0.2019, simple_loss=0.2868, pruned_loss=0.05854, over 12480.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005473, over 37.00 utterances.], tot_loss[loss=0.2262, simple_loss=0.3076, pruned_loss=0.0724, over 2473336.08 frames. utt_duration=609.9 frames, utt_pad_proportion=0.06123, over 16261.67 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3101, pruned_loss=0.07882, over 2469287.13 frames. utt_duration=1176 frames, utt_pad_proportion=0.07986, over 8409.09 utterances.], giga_tot_loss[loss=0.2251, simple_loss=0.3069, pruned_loss=0.07168, over 2473173.64 frames. utt_duration=585.2 frames, utt_pad_proportion=0.06081, over 16948.91 utterances.], batch size: 37, lr: 4.22e-04
2022-08-25 04:06:13,398 INFO [train.py:927] (6/8) Epoch 8, batch 22250, giga_loss[loss=0.1947, simple_loss=0.2783, pruned_loss=0.0556, over 12445.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03709, over 105.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3061, pruned_loss=0.07208, over 2472217.03 frames. utt_duration=617.5 frames, utt_pad_proportion=0.06113, over 16053.16 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3099, pruned_loss=0.07869, over 2469222.88 frames. utt_duration=1180 frames, utt_pad_proportion=0.079, over 8381.10 utterances.], giga_tot_loss[loss=0.2244, simple_loss=0.3057, pruned_loss=0.07152, over 2472185.46 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06108, over 16727.78 utterances.], batch size: 105, lr: 4.22e-04
2022-08-25 04:07:54,525 INFO [train.py:927] (6/8) Epoch 8, batch 22300, giga_loss[loss=0.2077, simple_loss=0.2885, pruned_loss=0.06349, over 12464.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04054, over 34.00 utterances.], tot_loss[loss=0.2231, simple_loss=0.304, pruned_loss=0.07109, over 2471633.07 frames. utt_duration=619.5 frames, utt_pad_proportion=0.06014, over 15997.82 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3099, pruned_loss=0.07879, over 2469058.58 frames. utt_duration=1184 frames, utt_pad_proportion=0.07759, over 8351.77 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3035, pruned_loss=0.0704, over 2471830.54 frames. utt_duration=591.9 frames, utt_pad_proportion=0.06062, over 16745.57 utterances.], batch size: 34, lr: 4.22e-04
2022-08-25 04:09:36,485 INFO [train.py:927] (6/8) Epoch 8, batch 22350, giga_loss[loss=0.1925, simple_loss=0.2789, pruned_loss=0.05306, over 12417.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02741, over 62.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.301, pruned_loss=0.06965, over 2471009.80 frames. utt_duration=656.2 frames, utt_pad_proportion=0.05583, over 15096.99 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3097, pruned_loss=0.07868, over 2468930.91 frames. utt_duration=1186 frames, utt_pad_proportion=0.07684, over 8334.57 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3007, pruned_loss=0.0691, over 2471317.89 frames. utt_duration=627.1 frames, utt_pad_proportion=0.05664, over 15801.14 utterances.], batch size: 62, lr: 4.22e-04
2022-08-25 04:11:20,626 INFO [train.py:927] (6/8) Epoch 8, batch 22400, giga_loss[loss=0.2248, simple_loss=0.3072, pruned_loss=0.07119, over 12373.00 frames. utt_duration=310.9 frames, utt_pad_proportion=0.04346, over 160.00 utterances.], tot_loss[loss=0.2187, simple_loss=0.2992, pruned_loss=0.06915, over 2471646.71 frames. utt_duration=633.9 frames, utt_pad_proportion=0.05605, over 15633.21 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3098, pruned_loss=0.07854, over 2468908.28 frames. utt_duration=1190 frames, utt_pad_proportion=0.07576, over 8311.54 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.2986, pruned_loss=0.06863, over 2471976.47 frames. utt_duration=604.9 frames, utt_pad_proportion=0.05699, over 16385.68 utterances.], batch size: 160, lr: 4.22e-04
2022-08-25 04:13:01,368 INFO [train.py:927] (6/8) Epoch 8, batch 22450, giga_loss[loss=0.1919, simple_loss=0.2819, pruned_loss=0.051, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03694, over 105.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2954, pruned_loss=0.06735, over 2471156.87 frames. utt_duration=647.1 frames, utt_pad_proportion=0.05189, over 15310.02 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.3094, pruned_loss=0.07831, over 2468839.65 frames. utt_duration=1196 frames, utt_pad_proportion=0.0745, over 8270.13 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2951, pruned_loss=0.06693, over 2471532.39 frames. utt_duration=615.3 frames, utt_pad_proportion=0.05322, over 16105.18 utterances.], batch size: 105, lr: 4.22e-04
2022-08-25 04:14:43,304 INFO [train.py:927] (6/8) Epoch 8, batch 22500, giga_loss[loss=0.1936, simple_loss=0.2867, pruned_loss=0.05021, over 12338.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03613, over 104.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2942, pruned_loss=0.06645, over 2472419.14 frames. utt_duration=654.2 frames, utt_pad_proportion=0.04875, over 15150.95 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3096, pruned_loss=0.07866, over 2469024.40 frames. utt_duration=1200 frames, utt_pad_proportion=0.07312, over 8238.75 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2935, pruned_loss=0.06555, over 2472617.63 frames. utt_duration=621 frames, utt_pad_proportion=0.05036, over 15964.82 utterances.], batch size: 104, lr: 4.22e-04
2022-08-25 04:16:24,506 INFO [train.py:927] (6/8) Epoch 8, batch 22550, giga_loss[loss=0.2216, simple_loss=0.3038, pruned_loss=0.06974, over 12409.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.04145, over 40.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2969, pruned_loss=0.06706, over 2472959.52 frames. utt_duration=622.3 frames, utt_pad_proportion=0.05251, over 15932.99 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3102, pruned_loss=0.07913, over 2469199.40 frames. utt_duration=1186 frames, utt_pad_proportion=0.07618, over 8337.47 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2955, pruned_loss=0.06569, over 2473052.76 frames. utt_duration=595.8 frames, utt_pad_proportion=0.05195, over 16646.17 utterances.], batch size: 40, lr: 4.22e-04
2022-08-25 04:18:04,557 INFO [train.py:927] (6/8) Epoch 8, batch 22600, giga_loss[loss=0.1718, simple_loss=0.263, pruned_loss=0.04027, over 12381.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.04503, over 26.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2967, pruned_loss=0.06645, over 2473738.28 frames. utt_duration=576.4 frames, utt_pad_proportion=0.0614, over 17210.86 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3102, pruned_loss=0.07929, over 2468647.61 frames. utt_duration=1190 frames, utt_pad_proportion=0.07508, over 8305.93 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2953, pruned_loss=0.06502, over 2474394.34 frames. utt_duration=552.6 frames, utt_pad_proportion=0.06103, over 17959.50 utterances.], batch size: 26, lr: 4.22e-04
2022-08-25 04:19:47,492 INFO [train.py:927] (6/8) Epoch 8, batch 22650, giga_loss[loss=0.2409, simple_loss=0.3246, pruned_loss=0.07865, over 12418.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06172, over 183.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2966, pruned_loss=0.06616, over 2473677.89 frames. utt_duration=562.2 frames, utt_pad_proportion=0.06144, over 17645.05 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3101, pruned_loss=0.07919, over 2468334.00 frames. utt_duration=1193 frames, utt_pad_proportion=0.07426, over 8285.45 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2954, pruned_loss=0.06494, over 2474549.75 frames. utt_duration=540.1 frames, utt_pad_proportion=0.06143, over 18378.87 utterances.], batch size: 183, lr: 4.22e-04
2022-08-25 04:21:29,945 INFO [train.py:927] (6/8) Epoch 8, batch 22700, giga_loss[loss=0.2311, simple_loss=0.318, pruned_loss=0.07208, over 12370.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03537, over 122.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2984, pruned_loss=0.06688, over 2473500.55 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05951, over 17614.34 utterances.], libri_tot_loss[loss=0.2349, simple_loss=0.3107, pruned_loss=0.0795, over 2468380.06 frames. utt_duration=1185 frames, utt_pad_proportion=0.07712, over 8340.33 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2966, pruned_loss=0.06529, over 2474278.15 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05832, over 18411.10 utterances.], batch size: 122, lr: 4.22e-04
2022-08-25 04:23:10,340 INFO [train.py:927] (6/8) Epoch 8, batch 22750, giga_loss[loss=0.2102, simple_loss=0.295, pruned_loss=0.06269, over 12200.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03088, over 39.00 utterances.], tot_loss[loss=0.2167, simple_loss=0.2993, pruned_loss=0.0671, over 2473105.37 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05975, over 17377.70 utterances.], libri_tot_loss[loss=0.2346, simple_loss=0.3104, pruned_loss=0.07941, over 2468600.75 frames. utt_duration=1184 frames, utt_pad_proportion=0.07738, over 8352.80 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.298, pruned_loss=0.06584, over 2473550.75 frames. utt_duration=548.7 frames, utt_pad_proportion=0.05863, over 18080.53 utterances.], batch size: 39, lr: 4.22e-04
2022-08-25 04:24:53,638 INFO [train.py:927] (6/8) Epoch 8, batch 22800, giga_loss[loss=0.2139, simple_loss=0.3067, pruned_loss=0.06057, over 12362.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03173, over 58.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3, pruned_loss=0.0672, over 2472668.24 frames. utt_duration=590.3 frames, utt_pad_proportion=0.0586, over 16796.95 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3102, pruned_loss=0.07942, over 2468821.91 frames. utt_duration=1188 frames, utt_pad_proportion=0.07621, over 8321.50 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2988, pruned_loss=0.06572, over 2472978.78 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05798, over 17721.38 utterances.], batch size: 58, lr: 4.22e-04
2022-08-25 04:26:33,873 INFO [train.py:927] (6/8) Epoch 8, batch 22850, libri_loss[loss=0.1881, simple_loss=0.2599, pruned_loss=0.05812, over 12258.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01084, over 28.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2994, pruned_loss=0.0669, over 2472438.49 frames. utt_duration=603.6 frames, utt_pad_proportion=0.05807, over 16424.71 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3098, pruned_loss=0.07931, over 2468647.62 frames. utt_duration=1194 frames, utt_pad_proportion=0.0749, over 8282.79 utterances.], giga_tot_loss[loss=0.2148, simple_loss=0.2985, pruned_loss=0.06552, over 2472953.27 frames. utt_duration=569.9 frames, utt_pad_proportion=0.05803, over 17401.76 utterances.], batch size: 28, lr: 4.22e-04
2022-08-25 04:28:15,308 INFO [train.py:927] (6/8) Epoch 8, batch 22900, libri_loss[loss=0.2536, simple_loss=0.3362, pruned_loss=0.08551, over 12454.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005503, over 35.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2979, pruned_loss=0.06671, over 2473687.31 frames. utt_duration=599.9 frames, utt_pad_proportion=0.0609, over 16535.73 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3099, pruned_loss=0.07942, over 2468678.33 frames. utt_duration=1197 frames, utt_pad_proportion=0.0736, over 8260.90 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2969, pruned_loss=0.06523, over 2474161.02 frames. utt_duration=566.4 frames, utt_pad_proportion=0.06117, over 17520.18 utterances.], batch size: 35, lr: 4.22e-04
2022-08-25 04:29:55,896 INFO [train.py:927] (6/8) Epoch 8, batch 22950, giga_loss[loss=0.21, simple_loss=0.2883, pruned_loss=0.06584, over 12232.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.0283, over 39.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2959, pruned_loss=0.06516, over 2473035.52 frames. utt_duration=607.8 frames, utt_pad_proportion=0.05945, over 16315.01 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.31, pruned_loss=0.07948, over 2468696.12 frames. utt_duration=1193 frames, utt_pad_proportion=0.07419, over 8287.33 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2948, pruned_loss=0.0637, over 2473487.14 frames. utt_duration=576.2 frames, utt_pad_proportion=0.05936, over 17214.95 utterances.], batch size: 39, lr: 4.21e-04
2022-08-25 04:31:35,097 INFO [train.py:927] (6/8) Epoch 8, batch 23000, libri_loss[loss=0.2422, simple_loss=0.3225, pruned_loss=0.08096, over 12310.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007111, over 36.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2971, pruned_loss=0.06546, over 2472460.63 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06201, over 16744.58 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3098, pruned_loss=0.07958, over 2469042.71 frames. utt_duration=1186 frames, utt_pad_proportion=0.07675, over 8340.91 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2958, pruned_loss=0.06361, over 2472640.87 frames. utt_duration=559.5 frames, utt_pad_proportion=0.06029, over 17725.40 utterances.], batch size: 36, lr: 4.21e-04
2022-08-25 04:33:14,925 INFO [train.py:927] (6/8) Epoch 8, batch 23050, giga_loss[loss=0.2976, simple_loss=0.3469, pruned_loss=0.1242, over 12386.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1005, over 257.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.298, pruned_loss=0.06713, over 2472909.88 frames. utt_duration=573.2 frames, utt_pad_proportion=0.06192, over 17303.36 utterances.], libri_tot_loss[loss=0.2345, simple_loss=0.3098, pruned_loss=0.07962, over 2468851.64 frames. utt_duration=1192 frames, utt_pad_proportion=0.07448, over 8294.02 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2965, pruned_loss=0.06512, over 2473327.22 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06131, over 18455.00 utterances.], batch size: 257, lr: 4.21e-04
2022-08-25 04:34:55,836 INFO [train.py:927] (6/8) Epoch 8, batch 23100, giga_loss[loss=0.208, simple_loss=0.2946, pruned_loss=0.06072, over 12427.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03107, over 80.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2958, pruned_loss=0.067, over 2473435.96 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05905, over 17055.76 utterances.], libri_tot_loss[loss=0.2343, simple_loss=0.3095, pruned_loss=0.07953, over 2468539.11 frames. utt_duration=1198 frames, utt_pad_proportion=0.07326, over 8254.93 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2946, pruned_loss=0.06523, over 2474156.75 frames. utt_duration=545.1 frames, utt_pad_proportion=0.05912, over 18204.47 utterances.], batch size: 80, lr: 4.21e-04
2022-08-25 04:36:38,562 INFO [train.py:927] (6/8) Epoch 8, batch 23150, giga_loss[loss=0.1887, simple_loss=0.2784, pruned_loss=0.04952, over 12433.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05104, over 162.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2948, pruned_loss=0.06698, over 2473383.90 frames. utt_duration=570.4 frames, utt_pad_proportion=0.0559, over 17390.98 utterances.], libri_tot_loss[loss=0.2344, simple_loss=0.3095, pruned_loss=0.0797, over 2468843.96 frames. utt_duration=1199 frames, utt_pad_proportion=0.07238, over 8245.91 utterances.], giga_tot_loss[loss=0.212, simple_loss=0.2937, pruned_loss=0.06521, over 2473770.77 frames. utt_duration=537.4 frames, utt_pad_proportion=0.05636, over 18462.65 utterances.], batch size: 162, lr: 4.21e-04
2022-08-25 04:38:17,839 INFO [train.py:927] (6/8) Epoch 8, batch 23200, giga_loss[loss=0.1829, simple_loss=0.2698, pruned_loss=0.048, over 12407.00 frames. utt_duration=710.4 frames, utt_pad_proportion=0.02557, over 70.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2915, pruned_loss=0.06538, over 2473914.77 frames. utt_duration=574.5 frames, utt_pad_proportion=0.0535, over 17270.74 utterances.], libri_tot_loss[loss=0.2342, simple_loss=0.3092, pruned_loss=0.07962, over 2468749.63 frames. utt_duration=1202 frames, utt_pad_proportion=0.07141, over 8227.17 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2905, pruned_loss=0.06382, over 2474406.28 frames. utt_duration=542.6 frames, utt_pad_proportion=0.05425, over 18292.34 utterances.], batch size: 70, lr: 4.21e-04
2022-08-25 04:39:56,516 INFO [train.py:927] (6/8) Epoch 8, batch 23250, giga_loss[loss=0.214, simple_loss=0.2942, pruned_loss=0.06691, over 12373.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.04052, over 113.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2912, pruned_loss=0.06538, over 2473752.94 frames. utt_duration=565.2 frames, utt_pad_proportion=0.05387, over 17552.09 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3092, pruned_loss=0.07924, over 2468415.80 frames. utt_duration=1210 frames, utt_pad_proportion=0.06967, over 8172.86 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2899, pruned_loss=0.06406, over 2474634.38 frames. utt_duration=530.1 frames, utt_pad_proportion=0.05496, over 18724.56 utterances.], batch size: 113, lr: 4.21e-04
2022-08-25 04:41:38,600 INFO [train.py:927] (6/8) Epoch 8, batch 23300, giga_loss[loss=0.2303, simple_loss=0.3027, pruned_loss=0.07897, over 12411.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.05036, over 34.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2924, pruned_loss=0.06559, over 2474032.01 frames. utt_duration=576.8 frames, utt_pad_proportion=0.05102, over 17201.20 utterances.], libri_tot_loss[loss=0.234, simple_loss=0.3094, pruned_loss=0.07928, over 2468539.81 frames. utt_duration=1207 frames, utt_pad_proportion=0.06925, over 8188.24 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2911, pruned_loss=0.06432, over 2474691.16 frames. utt_duration=544.4 frames, utt_pad_proportion=0.05211, over 18234.60 utterances.], batch size: 34, lr: 4.21e-04
2022-08-25 04:43:19,565 INFO [train.py:927] (6/8) Epoch 8, batch 23350, giga_loss[loss=0.2392, simple_loss=0.3195, pruned_loss=0.07941, over 12405.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06278, over 183.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2936, pruned_loss=0.06576, over 2473439.29 frames. utt_duration=593.5 frames, utt_pad_proportion=0.04928, over 16713.52 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3088, pruned_loss=0.07907, over 2468212.27 frames. utt_duration=1213 frames, utt_pad_proportion=0.06784, over 8147.26 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2925, pruned_loss=0.06448, over 2474458.17 frames. utt_duration=555.9 frames, utt_pad_proportion=0.05064, over 17852.27 utterances.], batch size: 183, lr: 4.21e-04
2022-08-25 04:45:01,408 INFO [train.py:927] (6/8) Epoch 8, batch 23400, giga_loss[loss=0.198, simple_loss=0.2859, pruned_loss=0.05511, over 12412.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03404, over 75.00 utterances.], tot_loss[loss=0.215, simple_loss=0.2962, pruned_loss=0.06695, over 2472714.07 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05558, over 17051.29 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3085, pruned_loss=0.07901, over 2468150.77 frames. utt_duration=1219 frames, utt_pad_proportion=0.06658, over 8110.90 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2952, pruned_loss=0.06572, over 2473698.36 frames. utt_duration=545.5 frames, utt_pad_proportion=0.05671, over 18188.69 utterances.], batch size: 75, lr: 4.21e-04
2022-08-25 04:46:48,227 INFO [train.py:927] (6/8) Epoch 8, batch 23450, giga_loss[loss=0.2413, simple_loss=0.3142, pruned_loss=0.0842, over 12322.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02436, over 45.00 utterances.], tot_loss[loss=0.2257, simple_loss=0.3044, pruned_loss=0.07353, over 2473026.54 frames. utt_duration=537.2 frames, utt_pad_proportion=0.06133, over 18464.72 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3085, pruned_loss=0.07885, over 2468123.67 frames. utt_duration=1224 frames, utt_pad_proportion=0.06509, over 8074.01 utterances.], giga_tot_loss[loss=0.2242, simple_loss=0.3034, pruned_loss=0.07245, over 2473952.57 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06234, over 19661.27 utterances.], batch size: 45, lr: 4.21e-04
2022-08-25 04:48:37,059 INFO [train.py:927] (6/8) Epoch 8, batch 23500, giga_loss[loss=0.2873, simple_loss=0.3544, pruned_loss=0.1101, over 12198.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.03794, over 28.00 utterances.], tot_loss[loss=0.2342, simple_loss=0.3113, pruned_loss=0.07856, over 2473601.73 frames. utt_duration=523.1 frames, utt_pad_proportion=0.06612, over 18967.58 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3084, pruned_loss=0.07886, over 2468298.99 frames. utt_duration=1226 frames, utt_pad_proportion=0.06413, over 8060.65 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3106, pruned_loss=0.07764, over 2474278.67 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06698, over 20119.88 utterances.], batch size: 28, lr: 4.21e-04
2022-08-25 04:50:22,418 INFO [train.py:927] (6/8) Epoch 8, batch 23550, libri_loss[loss=0.2239, simple_loss=0.3092, pruned_loss=0.06932, over 12294.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005535, over 32.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3201, pruned_loss=0.08524, over 2473497.44 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07139, over 20399.03 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3088, pruned_loss=0.07884, over 2468074.00 frames. utt_duration=1228 frames, utt_pad_proportion=0.06349, over 8048.74 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3193, pruned_loss=0.08461, over 2474313.74 frames. utt_duration=462 frames, utt_pad_proportion=0.07205, over 21493.49 utterances.], batch size: 32, lr: 4.21e-04
2022-08-25 04:52:07,988 INFO [train.py:927] (6/8) Epoch 8, batch 23600, giga_loss[loss=0.2269, simple_loss=0.3054, pruned_loss=0.07417, over 12313.00 frames. utt_duration=913.4 frames, utt_pad_proportion=0.0241, over 54.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3248, pruned_loss=0.08911, over 2473609.42 frames. utt_duration=466.8 frames, utt_pad_proportion=0.07631, over 21264.63 utterances.], libri_tot_loss[loss=0.2341, simple_loss=0.3097, pruned_loss=0.0792, over 2468159.25 frames. utt_duration=1216 frames, utt_pad_proportion=0.06699, over 8132.20 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3235, pruned_loss=0.08842, over 2474255.94 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07557, over 22240.69 utterances.], batch size: 54, lr: 4.21e-04
2022-08-25 04:53:54,969 INFO [train.py:927] (6/8) Epoch 8, batch 23650, giga_loss[loss=0.2871, simple_loss=0.3551, pruned_loss=0.1095, over 12416.00 frames. utt_duration=622.2 frames, utt_pad_proportion=0.03387, over 80.00 utterances.], tot_loss[loss=0.2568, simple_loss=0.3283, pruned_loss=0.09262, over 2473358.48 frames. utt_duration=449.3 frames, utt_pad_proportion=0.08194, over 22091.14 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3095, pruned_loss=0.07896, over 2467959.96 frames. utt_duration=1220 frames, utt_pad_proportion=0.06605, over 8098.84 utterances.], giga_tot_loss[loss=0.2564, simple_loss=0.3278, pruned_loss=0.09251, over 2474161.89 frames. utt_duration=428.9 frames, utt_pad_proportion=0.08157, over 23152.74 utterances.], batch size: 80, lr: 4.21e-04
2022-08-25 04:55:44,832 INFO [train.py:927] (6/8) Epoch 8, batch 23700, giga_loss[loss=0.2625, simple_loss=0.3395, pruned_loss=0.09277, over 12413.00 frames. utt_duration=374.7 frames, utt_pad_proportion=0.03914, over 133.00 utterances.], tot_loss[loss=0.2603, simple_loss=0.331, pruned_loss=0.09484, over 2474531.85 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07597, over 22012.60 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3092, pruned_loss=0.07884, over 2468018.81 frames. utt_duration=1226 frames, utt_pad_proportion=0.06488, over 8063.62 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3313, pruned_loss=0.09516, over 2475254.94 frames. utt_duration=428.3 frames, utt_pad_proportion=0.07638, over 23195.33 utterances.], batch size: 133, lr: 4.21e-04
2022-08-25 04:57:29,353 INFO [train.py:927] (6/8) Epoch 8, batch 23750, giga_loss[loss=0.2059, simple_loss=0.2943, pruned_loss=0.05875, over 12410.00 frames. utt_duration=1911 frames, utt_pad_proportion=0.04076, over 26.00 utterances.], tot_loss[loss=0.2598, simple_loss=0.3302, pruned_loss=0.09472, over 2474757.69 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07673, over 21829.33 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3088, pruned_loss=0.07876, over 2467714.88 frames. utt_duration=1228 frames, utt_pad_proportion=0.06421, over 8044.71 utterances.], giga_tot_loss[loss=0.2609, simple_loss=0.3311, pruned_loss=0.09529, over 2475735.34 frames. utt_duration=432.4 frames, utt_pad_proportion=0.07731, over 22979.81 utterances.], batch size: 26, lr: 4.21e-04
2022-08-25 04:59:12,521 INFO [train.py:927] (6/8) Epoch 8, batch 23800, giga_loss[loss=0.2224, simple_loss=0.308, pruned_loss=0.0684, over 12387.00 frames. utt_duration=752.4 frames, utt_pad_proportion=0.02666, over 66.00 utterances.], tot_loss[loss=0.2618, simple_loss=0.3323, pruned_loss=0.09564, over 2475423.72 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08026, over 22721.98 utterances.], libri_tot_loss[loss=0.2332, simple_loss=0.3088, pruned_loss=0.07877, over 2467915.93 frames. utt_duration=1219 frames, utt_pad_proportion=0.06775, over 8109.45 utterances.], giga_tot_loss[loss=0.2631, simple_loss=0.3335, pruned_loss=0.09637, over 2476157.15 frames. utt_duration=417.2 frames, utt_pad_proportion=0.07956, over 23821.18 utterances.], batch size: 66, lr: 4.21e-04
2022-08-25 05:01:01,043 INFO [train.py:927] (6/8) Epoch 8, batch 23850, giga_loss[loss=0.2867, simple_loss=0.3565, pruned_loss=0.1085, over 12426.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05484, over 162.00 utterances.], tot_loss[loss=0.2613, simple_loss=0.3325, pruned_loss=0.09507, over 2475778.59 frames. utt_duration=433 frames, utt_pad_proportion=0.08425, over 22945.94 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3088, pruned_loss=0.07886, over 2467984.44 frames. utt_duration=1211 frames, utt_pad_proportion=0.07082, over 8163.17 utterances.], giga_tot_loss[loss=0.2629, simple_loss=0.334, pruned_loss=0.09596, over 2476497.31 frames. utt_duration=412.3 frames, utt_pad_proportion=0.08282, over 24114.00 utterances.], batch size: 162, lr: 4.21e-04
2022-08-25 05:02:49,408 INFO [train.py:927] (6/8) Epoch 8, batch 23900, giga_loss[loss=0.2717, simple_loss=0.3519, pruned_loss=0.09579, over 12436.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03699, over 40.00 utterances.], tot_loss[loss=0.2582, simple_loss=0.3306, pruned_loss=0.09289, over 2475441.78 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08224, over 23303.31 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3089, pruned_loss=0.07889, over 2467843.56 frames. utt_duration=1213 frames, utt_pad_proportion=0.0703, over 8147.58 utterances.], giga_tot_loss[loss=0.2596, simple_loss=0.3319, pruned_loss=0.0937, over 2476211.92 frames. utt_duration=407.8 frames, utt_pad_proportion=0.08142, over 24374.49 utterances.], batch size: 40, lr: 4.21e-04
2022-08-25 05:04:34,743 INFO [train.py:927] (6/8) Epoch 8, batch 23950, giga_loss[loss=0.314, simple_loss=0.3579, pruned_loss=0.135, over 12409.00 frames. utt_duration=195.3 frames, utt_pad_proportion=0.09605, over 256.00 utterances.], tot_loss[loss=0.2542, simple_loss=0.3274, pruned_loss=0.09047, over 2474118.68 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0794, over 22504.67 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3084, pruned_loss=0.07856, over 2467560.91 frames. utt_duration=1223 frames, utt_pad_proportion=0.06861, over 8083.37 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3295, pruned_loss=0.09181, over 2475240.09 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07946, over 23876.30 utterances.], batch size: 256, lr: 4.20e-04
2022-08-25 05:06:22,908 INFO [train.py:927] (6/8) Epoch 8, batch 24000, giga_loss[loss=0.2177, simple_loss=0.2995, pruned_loss=0.068, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03438, over 86.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3263, pruned_loss=0.08921, over 2474398.09 frames. utt_duration=446.8 frames, utt_pad_proportion=0.08041, over 22226.08 utterances.], libri_tot_loss[loss=0.2329, simple_loss=0.3087, pruned_loss=0.07858, over 2467914.38 frames. utt_duration=1213 frames, utt_pad_proportion=0.07163, over 8146.97 utterances.], giga_tot_loss[loss=0.2545, simple_loss=0.3281, pruned_loss=0.09045, over 2475102.66 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07959, over 23497.44 utterances.], batch size: 86, lr: 4.20e-04
2022-08-25 05:06:22,909 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 05:06:38,044 INFO [train.py:967] (6/8) Epoch 8, validation: loss=0.1814, simple_loss=0.2921, pruned_loss=0.03534, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 05:08:29,708 INFO [train.py:927] (6/8) Epoch 8, batch 24050, giga_loss[loss=0.215, simple_loss=0.3027, pruned_loss=0.06364, over 12395.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02589, over 48.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3256, pruned_loss=0.08762, over 2474576.88 frames. utt_duration=446.3 frames, utt_pad_proportion=0.08319, over 22252.60 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3089, pruned_loss=0.07882, over 2467945.52 frames. utt_duration=1203 frames, utt_pad_proportion=0.07516, over 8218.50 utterances.], giga_tot_loss[loss=0.2522, simple_loss=0.3272, pruned_loss=0.08861, over 2475245.46 frames. utt_duration=422.5 frames, utt_pad_proportion=0.0814, over 23516.57 utterances.], batch size: 48, lr: 4.20e-04
2022-08-25 05:10:14,774 INFO [train.py:927] (6/8) Epoch 8, batch 24100, giga_loss[loss=0.233, simple_loss=0.3101, pruned_loss=0.07798, over 12356.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02903, over 91.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3261, pruned_loss=0.08696, over 2474744.48 frames. utt_duration=452.1 frames, utt_pad_proportion=0.08257, over 21967.04 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3088, pruned_loss=0.07898, over 2468012.11 frames. utt_duration=1198 frames, utt_pad_proportion=0.07772, over 8253.55 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.328, pruned_loss=0.08789, over 2475447.97 frames. utt_duration=424.1 frames, utt_pad_proportion=0.08047, over 23423.95 utterances.], batch size: 91, lr: 4.20e-04
2022-08-25 05:12:01,506 INFO [train.py:927] (6/8) Epoch 8, batch 24150, libri_loss[loss=0.2707, simple_loss=0.335, pruned_loss=0.1032, over 12332.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01753, over 41.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3261, pruned_loss=0.0873, over 2474427.00 frames. utt_duration=471 frames, utt_pad_proportion=0.07584, over 21076.50 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3089, pruned_loss=0.07904, over 2467766.30 frames. utt_duration=1200 frames, utt_pad_proportion=0.07652, over 8233.68 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3279, pruned_loss=0.08812, over 2475318.02 frames. utt_duration=441.7 frames, utt_pad_proportion=0.07488, over 22487.73 utterances.], batch size: 41, lr: 4.20e-04
2022-08-25 05:13:49,857 INFO [train.py:927] (6/8) Epoch 8, batch 24200, giga_loss[loss=0.2682, simple_loss=0.3477, pruned_loss=0.09433, over 12419.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06184, over 183.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3239, pruned_loss=0.08663, over 2473802.95 frames. utt_duration=464 frames, utt_pad_proportion=0.07707, over 21393.19 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3091, pruned_loss=0.07914, over 2467813.66 frames. utt_duration=1196 frames, utt_pad_proportion=0.07677, over 8267.23 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3252, pruned_loss=0.08726, over 2474516.12 frames. utt_duration=439.7 frames, utt_pad_proportion=0.07616, over 22585.53 utterances.], batch size: 183, lr: 4.20e-04
2022-08-25 05:15:37,739 INFO [train.py:927] (6/8) Epoch 8, batch 24250, giga_loss[loss=0.2116, simple_loss=0.3063, pruned_loss=0.05844, over 12386.00 frames. utt_duration=752 frames, utt_pad_proportion=0.02595, over 66.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3226, pruned_loss=0.08474, over 2473510.28 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07674, over 20518.49 utterances.], libri_tot_loss[loss=0.2336, simple_loss=0.3091, pruned_loss=0.07909, over 2468234.58 frames. utt_duration=1198 frames, utt_pad_proportion=0.07554, over 8254.78 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.324, pruned_loss=0.08543, over 2473845.27 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07641, over 21748.62 utterances.], batch size: 66, lr: 4.20e-04
2022-08-25 05:17:22,967 INFO [train.py:927] (6/8) Epoch 8, batch 24300, giga_loss[loss=0.2357, simple_loss=0.3077, pruned_loss=0.08186, over 12303.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02725, over 45.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3216, pruned_loss=0.08319, over 2474412.63 frames. utt_duration=496.8 frames, utt_pad_proportion=0.07182, over 19980.89 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3091, pruned_loss=0.07895, over 2468512.12 frames. utt_duration=1199 frames, utt_pad_proportion=0.07463, over 8244.00 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3228, pruned_loss=0.08391, over 2474508.22 frames. utt_duration=470.2 frames, utt_pad_proportion=0.07209, over 21113.30 utterances.], batch size: 45, lr: 4.20e-04
2022-08-25 05:19:09,011 INFO [train.py:927] (6/8) Epoch 8, batch 24350, giga_loss[loss=0.2075, simple_loss=0.2866, pruned_loss=0.06418, over 12178.00 frames. utt_duration=1741 frames, utt_pad_proportion=0.04381, over 28.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3203, pruned_loss=0.0833, over 2474789.11 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07178, over 19732.91 utterances.], libri_tot_loss[loss=0.2337, simple_loss=0.3093, pruned_loss=0.07906, over 2468887.61 frames. utt_duration=1198 frames, utt_pad_proportion=0.07413, over 8251.09 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3213, pruned_loss=0.08386, over 2474638.97 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07217, over 20835.27 utterances.], batch size: 28, lr: 4.20e-04
2022-08-25 05:20:57,565 INFO [train.py:927] (6/8) Epoch 8, batch 24400, libri_loss[loss=0.2224, simple_loss=0.3047, pruned_loss=0.07003, over 12460.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005443, over 35.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.319, pruned_loss=0.08363, over 2474730.01 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06946, over 19291.10 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3094, pruned_loss=0.07915, over 2468899.83 frames. utt_duration=1191 frames, utt_pad_proportion=0.07793, over 8303.50 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3199, pruned_loss=0.08406, over 2474704.35 frames. utt_duration=488.4 frames, utt_pad_proportion=0.06833, over 20326.93 utterances.], batch size: 35, lr: 4.20e-04
2022-08-25 05:22:44,788 INFO [train.py:927] (6/8) Epoch 8, batch 24450, giga_loss[loss=0.2088, simple_loss=0.2824, pruned_loss=0.06762, over 12164.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04074, over 28.00 utterances.], tot_loss[loss=0.2407, simple_loss=0.3164, pruned_loss=0.0825, over 2475219.40 frames. utt_duration=520.8 frames, utt_pad_proportion=0.06925, over 19062.47 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3094, pruned_loss=0.07912, over 2469281.94 frames. utt_duration=1194 frames, utt_pad_proportion=0.07595, over 8279.31 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3174, pruned_loss=0.08298, over 2475047.30 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06894, over 20249.85 utterances.], batch size: 28, lr: 4.20e-04
2022-08-25 05:24:32,087 INFO [train.py:927] (6/8) Epoch 8, batch 24500, giga_loss[loss=0.2405, simple_loss=0.3292, pruned_loss=0.07588, over 12455.00 frames. utt_duration=665.6 frames, utt_pad_proportion=0.03117, over 75.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3157, pruned_loss=0.08147, over 2474395.73 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06954, over 18478.78 utterances.], libri_tot_loss[loss=0.2339, simple_loss=0.3094, pruned_loss=0.07921, over 2469053.22 frames. utt_duration=1199 frames, utt_pad_proportion=0.07445, over 8247.35 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3167, pruned_loss=0.08186, over 2474607.18 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06977, over 19741.54 utterances.], batch size: 75, lr: 4.20e-04
2022-08-25 05:26:16,642 INFO [train.py:927] (6/8) Epoch 8, batch 24550, giga_loss[loss=0.2513, simple_loss=0.3295, pruned_loss=0.08655, over 12367.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04253, over 133.00 utterances.], tot_loss[loss=0.2387, simple_loss=0.3159, pruned_loss=0.08078, over 2474779.03 frames. utt_duration=533.5 frames, utt_pad_proportion=0.07085, over 18604.00 utterances.], libri_tot_loss[loss=0.2338, simple_loss=0.3094, pruned_loss=0.07908, over 2469277.91 frames. utt_duration=1199 frames, utt_pad_proportion=0.07444, over 8249.79 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3167, pruned_loss=0.08122, over 2474826.29 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07093, over 19733.58 utterances.], batch size: 133, lr: 4.20e-04
2022-08-25 05:28:02,161 INFO [train.py:927] (6/8) Epoch 8, batch 24600, giga_loss[loss=0.2592, simple_loss=0.3334, pruned_loss=0.09248, over 12448.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.0406, over 114.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3158, pruned_loss=0.08101, over 2474268.95 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06917, over 18542.35 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.3088, pruned_loss=0.07873, over 2469061.60 frames. utt_duration=1202 frames, utt_pad_proportion=0.07362, over 8228.85 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3172, pruned_loss=0.08171, over 2474603.08 frames. utt_duration=502.9 frames, utt_pad_proportion=0.06959, over 19741.31 utterances.], batch size: 114, lr: 4.20e-04
2022-08-25 05:29:48,161 INFO [train.py:927] (6/8) Epoch 8, batch 24650, giga_loss[loss=0.2337, simple_loss=0.3038, pruned_loss=0.08177, over 12336.00 frames. utt_duration=668.3 frames, utt_pad_proportion=0.02726, over 74.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.318, pruned_loss=0.08288, over 2474098.98 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06422, over 18482.54 utterances.], libri_tot_loss[loss=0.2335, simple_loss=0.3095, pruned_loss=0.07878, over 2469065.84 frames. utt_duration=1204 frames, utt_pad_proportion=0.07226, over 8215.16 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3186, pruned_loss=0.08348, over 2474474.38 frames. utt_duration=504.5 frames, utt_pad_proportion=0.06528, over 19675.29 utterances.], batch size: 74, lr: 4.20e-04
2022-08-25 05:31:34,164 INFO [train.py:927] (6/8) Epoch 8, batch 24700, giga_loss[loss=0.2621, simple_loss=0.334, pruned_loss=0.09507, over 12384.00 frames. utt_duration=620.6 frames, utt_pad_proportion=0.03478, over 80.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3188, pruned_loss=0.0844, over 2473817.29 frames. utt_duration=520.5 frames, utt_pad_proportion=0.06617, over 19064.14 utterances.], libri_tot_loss[loss=0.2333, simple_loss=0.3094, pruned_loss=0.07863, over 2468905.70 frames. utt_duration=1204 frames, utt_pad_proportion=0.07164, over 8215.35 utterances.], giga_tot_loss[loss=0.245, simple_loss=0.3197, pruned_loss=0.08514, over 2474402.75 frames. utt_duration=489 frames, utt_pad_proportion=0.06705, over 20300.85 utterances.], batch size: 80, lr: 4.20e-04
2022-08-25 05:33:18,161 INFO [train.py:927] (6/8) Epoch 8, batch 24750, giga_loss[loss=0.2481, simple_loss=0.3275, pruned_loss=0.08431, over 12385.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06424, over 183.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3185, pruned_loss=0.08491, over 2473590.10 frames. utt_duration=506.9 frames, utt_pad_proportion=0.06818, over 19577.04 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3087, pruned_loss=0.0784, over 2468554.03 frames. utt_duration=1206 frames, utt_pad_proportion=0.07052, over 8200.57 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3202, pruned_loss=0.08594, over 2474603.71 frames. utt_duration=472.8 frames, utt_pad_proportion=0.06916, over 21001.35 utterances.], batch size: 183, lr: 4.20e-04
2022-08-25 05:35:00,898 INFO [train.py:927] (6/8) Epoch 8, batch 24800, giga_loss[loss=0.2376, simple_loss=0.3168, pruned_loss=0.07919, over 12443.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.03164, over 75.00 utterances.], tot_loss[loss=0.2417, simple_loss=0.3175, pruned_loss=0.08298, over 2474360.97 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06814, over 19574.23 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3084, pruned_loss=0.07826, over 2468533.79 frames. utt_duration=1209 frames, utt_pad_proportion=0.06952, over 8176.72 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3193, pruned_loss=0.08403, over 2475286.23 frames. utt_duration=474.4 frames, utt_pad_proportion=0.06928, over 20936.95 utterances.], batch size: 75, lr: 4.20e-04
2022-08-25 05:36:49,168 INFO [train.py:927] (6/8) Epoch 8, batch 24850, libri_loss[loss=0.222, simple_loss=0.3029, pruned_loss=0.07057, over 12374.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009891, over 38.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3154, pruned_loss=0.0825, over 2474261.77 frames. utt_duration=511.3 frames, utt_pad_proportion=0.0714, over 19413.26 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3077, pruned_loss=0.07791, over 2468827.72 frames. utt_duration=1219 frames, utt_pad_proportion=0.0667, over 8110.11 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3179, pruned_loss=0.08392, over 2475007.15 frames. utt_duration=469 frames, utt_pad_proportion=0.07314, over 21174.97 utterances.], batch size: 38, lr: 4.20e-04
2022-08-25 05:38:33,544 INFO [train.py:927] (6/8) Epoch 8, batch 24900, giga_loss[loss=0.2486, simple_loss=0.3243, pruned_loss=0.08647, over 12360.00 frames. utt_duration=853.9 frames, utt_pad_proportion=0.03186, over 58.00 utterances.], tot_loss[loss=0.2416, simple_loss=0.3165, pruned_loss=0.08334, over 2474118.27 frames. utt_duration=508 frames, utt_pad_proportion=0.07079, over 19537.87 utterances.], libri_tot_loss[loss=0.2316, simple_loss=0.3075, pruned_loss=0.07782, over 2468663.09 frames. utt_duration=1218 frames, utt_pad_proportion=0.06632, over 8114.65 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.3188, pruned_loss=0.08462, over 2474956.48 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07239, over 21133.33 utterances.], batch size: 58, lr: 4.20e-04
2022-08-25 05:40:22,504 INFO [train.py:927] (6/8) Epoch 8, batch 24950, giga_loss[loss=0.2771, simple_loss=0.3541, pruned_loss=0.1001, over 12421.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06208, over 183.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3215, pruned_loss=0.08435, over 2474169.91 frames. utt_duration=497.5 frames, utt_pad_proportion=0.07126, over 19951.51 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.308, pruned_loss=0.07795, over 2468706.63 frames. utt_duration=1220 frames, utt_pad_proportion=0.06557, over 8103.99 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.323, pruned_loss=0.08534, over 2474859.35 frames. utt_duration=464.8 frames, utt_pad_proportion=0.07272, over 21365.49 utterances.], batch size: 183, lr: 4.19e-04
2022-08-25 05:42:06,971 INFO [train.py:927] (6/8) Epoch 8, batch 25000, giga_loss[loss=0.2269, simple_loss=0.3157, pruned_loss=0.06905, over 12344.00 frames. utt_duration=749.6 frames, utt_pad_proportion=0.02773, over 66.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3236, pruned_loss=0.08559, over 2474685.27 frames. utt_duration=478.1 frames, utt_pad_proportion=0.08019, over 20767.79 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3086, pruned_loss=0.07836, over 2469046.34 frames. utt_duration=1202 frames, utt_pad_proportion=0.0711, over 8225.32 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3247, pruned_loss=0.08619, over 2475074.77 frames. utt_duration=449.2 frames, utt_pad_proportion=0.07909, over 22109.57 utterances.], batch size: 66, lr: 4.19e-04
2022-08-25 05:43:49,981 INFO [train.py:927] (6/8) Epoch 8, batch 25050, giga_loss[loss=0.3169, simple_loss=0.3686, pruned_loss=0.1326, over 12401.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06861, over 211.00 utterances.], tot_loss[loss=0.2498, simple_loss=0.3247, pruned_loss=0.08742, over 2474612.38 frames. utt_duration=466.1 frames, utt_pad_proportion=0.08156, over 21301.99 utterances.], libri_tot_loss[loss=0.2327, simple_loss=0.3084, pruned_loss=0.07854, over 2469042.15 frames. utt_duration=1197 frames, utt_pad_proportion=0.07337, over 8258.75 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3265, pruned_loss=0.08808, over 2475155.61 frames. utt_duration=433.8 frames, utt_pad_proportion=0.07996, over 22898.64 utterances.], batch size: 211, lr: 4.19e-04
2022-08-25 05:45:35,850 INFO [train.py:927] (6/8) Epoch 8, batch 25100, giga_loss[loss=0.2343, simple_loss=0.3027, pruned_loss=0.08291, over 12430.00 frames. utt_duration=1345 frames, utt_pad_proportion=0.03837, over 37.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3227, pruned_loss=0.08702, over 2474034.27 frames. utt_duration=481.8 frames, utt_pad_proportion=0.07908, over 20601.36 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3079, pruned_loss=0.07814, over 2469028.63 frames. utt_duration=1201 frames, utt_pad_proportion=0.07146, over 8232.67 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3252, pruned_loss=0.08827, over 2474681.67 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07866, over 22382.02 utterances.], batch size: 37, lr: 4.19e-04
2022-08-25 05:47:20,892 INFO [train.py:927] (6/8) Epoch 8, batch 25150, giga_loss[loss=0.2792, simple_loss=0.3538, pruned_loss=0.1023, over 12381.00 frames. utt_duration=340.9 frames, utt_pad_proportion=0.0452, over 146.00 utterances.], tot_loss[loss=0.2481, simple_loss=0.3219, pruned_loss=0.0871, over 2474485.38 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07263, over 20406.34 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3075, pruned_loss=0.07802, over 2468919.56 frames. utt_duration=1209 frames, utt_pad_proportion=0.06974, over 8176.02 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3248, pruned_loss=0.08852, over 2475311.53 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07339, over 22339.09 utterances.], batch size: 146, lr: 4.19e-04
2022-08-25 05:49:06,537 INFO [train.py:927] (6/8) Epoch 8, batch 25200, giga_loss[loss=0.2398, simple_loss=0.3037, pruned_loss=0.08793, over 12430.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.04341, over 31.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3215, pruned_loss=0.08751, over 2474698.41 frames. utt_duration=483.1 frames, utt_pad_proportion=0.07205, over 20553.48 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3069, pruned_loss=0.07776, over 2469036.78 frames. utt_duration=1214 frames, utt_pad_proportion=0.06904, over 8145.55 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3245, pruned_loss=0.08898, over 2475321.92 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07296, over 22282.50 utterances.], batch size: 31, lr: 4.19e-04
2022-08-25 05:50:49,730 INFO [train.py:927] (6/8) Epoch 8, batch 25250, libri_loss[loss=0.2008, simple_loss=0.2943, pruned_loss=0.05365, over 12193.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008491, over 30.00 utterances.], tot_loss[loss=0.2482, simple_loss=0.321, pruned_loss=0.08769, over 2474861.16 frames. utt_duration=466.7 frames, utt_pad_proportion=0.0781, over 21277.60 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3069, pruned_loss=0.07757, over 2469129.35 frames. utt_duration=1218 frames, utt_pad_proportion=0.06832, over 8117.51 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3236, pruned_loss=0.0892, over 2475356.24 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07872, over 22862.11 utterances.], batch size: 30, lr: 4.19e-04
2022-08-25 05:52:34,760 INFO [train.py:927] (6/8) Epoch 8, batch 25300, giga_loss[loss=0.2407, simple_loss=0.3181, pruned_loss=0.08164, over 12223.00 frames. utt_duration=1255 frames, utt_pad_proportion=0.03008, over 39.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3228, pruned_loss=0.08815, over 2474738.88 frames. utt_duration=469 frames, utt_pad_proportion=0.0746, over 21174.72 utterances.], libri_tot_loss[loss=0.2307, simple_loss=0.3071, pruned_loss=0.07721, over 2468817.95 frames. utt_duration=1223 frames, utt_pad_proportion=0.06738, over 8082.41 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3249, pruned_loss=0.08987, over 2475541.36 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07566, over 22708.01 utterances.], batch size: 39, lr: 4.19e-04
2022-08-25 05:54:20,765 INFO [train.py:927] (6/8) Epoch 8, batch 25350, giga_loss[loss=0.2769, simple_loss=0.3463, pruned_loss=0.1037, over 12403.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.06934, over 212.00 utterances.], tot_loss[loss=0.2501, simple_loss=0.3232, pruned_loss=0.08854, over 2474929.29 frames. utt_duration=459.9 frames, utt_pad_proportion=0.08113, over 21594.04 utterances.], libri_tot_loss[loss=0.2312, simple_loss=0.3076, pruned_loss=0.07738, over 2469068.21 frames. utt_duration=1204 frames, utt_pad_proportion=0.07321, over 8216.00 utterances.], giga_tot_loss[loss=0.2528, simple_loss=0.3252, pruned_loss=0.09027, over 2475607.68 frames. utt_duration=426.8 frames, utt_pad_proportion=0.07986, over 23282.08 utterances.], batch size: 212, lr: 4.19e-04
2022-08-25 05:56:05,013 INFO [train.py:927] (6/8) Epoch 8, batch 25400, giga_loss[loss=0.2282, simple_loss=0.324, pruned_loss=0.06621, over 12419.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03668, over 40.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3244, pruned_loss=0.08621, over 2474371.41 frames. utt_duration=481.9 frames, utt_pad_proportion=0.07645, over 20600.91 utterances.], libri_tot_loss[loss=0.2309, simple_loss=0.3073, pruned_loss=0.07724, over 2469109.62 frames. utt_duration=1208 frames, utt_pad_proportion=0.07216, over 8188.88 utterances.], giga_tot_loss[loss=0.2512, simple_loss=0.3265, pruned_loss=0.0879, over 2474977.63 frames. utt_duration=447.2 frames, utt_pad_proportion=0.0761, over 22210.61 utterances.], batch size: 40, lr: 4.19e-04
2022-08-25 05:57:49,821 INFO [train.py:927] (6/8) Epoch 8, batch 25450, libri_loss[loss=0.1835, simple_loss=0.2616, pruned_loss=0.05271, over 12424.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006135, over 30.00 utterances.], tot_loss[loss=0.2503, simple_loss=0.3261, pruned_loss=0.08727, over 2474048.44 frames. utt_duration=476.7 frames, utt_pad_proportion=0.08008, over 20824.83 utterances.], libri_tot_loss[loss=0.2305, simple_loss=0.3069, pruned_loss=0.07705, over 2469147.57 frames. utt_duration=1212 frames, utt_pad_proportion=0.07062, over 8161.40 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3288, pruned_loss=0.08911, over 2474658.36 frames. utt_duration=440.6 frames, utt_pad_proportion=0.08013, over 22541.88 utterances.], batch size: 30, lr: 4.19e-04
2022-08-25 05:59:40,362 INFO [train.py:927] (6/8) Epoch 8, batch 25500, giga_loss[loss=0.2773, simple_loss=0.3436, pruned_loss=0.1055, over 12235.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02701, over 45.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3275, pruned_loss=0.08872, over 2473707.87 frames. utt_duration=481.4 frames, utt_pad_proportion=0.07896, over 20618.46 utterances.], libri_tot_loss[loss=0.231, simple_loss=0.3075, pruned_loss=0.07725, over 2469190.35 frames. utt_duration=1196 frames, utt_pad_proportion=0.07456, over 8265.75 utterances.], giga_tot_loss[loss=0.2551, simple_loss=0.3297, pruned_loss=0.0903, over 2474299.92 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07791, over 22239.27 utterances.], batch size: 45, lr: 4.19e-04
2022-08-25 06:01:23,354 INFO [train.py:927] (6/8) Epoch 8, batch 25550, giga_loss[loss=0.2234, simple_loss=0.3081, pruned_loss=0.06933, over 12461.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03386, over 98.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3268, pruned_loss=0.08798, over 2474350.55 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07567, over 20132.54 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3081, pruned_loss=0.07772, over 2469416.49 frames. utt_duration=1177 frames, utt_pad_proportion=0.08171, over 8399.51 utterances.], giga_tot_loss[loss=0.2534, simple_loss=0.3285, pruned_loss=0.08913, over 2474748.11 frames. utt_duration=458.9 frames, utt_pad_proportion=0.07244, over 21642.01 utterances.], batch size: 98, lr: 4.19e-04
2022-08-25 06:03:08,846 INFO [train.py:927] (6/8) Epoch 8, batch 25600, giga_loss[loss=0.2545, simple_loss=0.3305, pruned_loss=0.08922, over 12397.00 frames. utt_duration=584.7 frames, utt_pad_proportion=0.02871, over 85.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3274, pruned_loss=0.0868, over 2473928.24 frames. utt_duration=484.1 frames, utt_pad_proportion=0.07437, over 20503.85 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3082, pruned_loss=0.07771, over 2469439.40 frames. utt_duration=1178 frames, utt_pad_proportion=0.08138, over 8398.51 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3288, pruned_loss=0.08775, over 2474239.56 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07204, over 21744.91 utterances.], batch size: 85, lr: 4.19e-04
2022-08-25 06:04:56,049 INFO [train.py:927] (6/8) Epoch 8, batch 25650, giga_loss[loss=0.2142, simple_loss=0.3006, pruned_loss=0.06394, over 12430.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02946, over 80.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.3274, pruned_loss=0.08665, over 2474173.74 frames. utt_duration=495 frames, utt_pad_proportion=0.07013, over 20052.08 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3086, pruned_loss=0.07798, over 2469567.96 frames. utt_duration=1170 frames, utt_pad_proportion=0.08386, over 8451.91 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3285, pruned_loss=0.08732, over 2474392.16 frames. utt_duration=468.2 frames, utt_pad_proportion=0.06746, over 21207.51 utterances.], batch size: 80, lr: 4.19e-04
2022-08-25 06:06:42,705 INFO [train.py:927] (6/8) Epoch 8, batch 25700, libri_loss[loss=0.3062, simple_loss=0.4186, pruned_loss=0.09694, over 12398.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007933, over 38.00 utterances.], tot_loss[loss=0.2525, simple_loss=0.3287, pruned_loss=0.08818, over 2474582.42 frames. utt_duration=461.1 frames, utt_pad_proportion=0.07409, over 21535.49 utterances.], libri_tot_loss[loss=0.233, simple_loss=0.31, pruned_loss=0.07805, over 2469530.25 frames. utt_duration=1170 frames, utt_pad_proportion=0.08332, over 8454.67 utterances.], giga_tot_loss[loss=0.2531, simple_loss=0.3285, pruned_loss=0.08884, over 2474888.72 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07204, over 22703.72 utterances.], batch size: 38, lr: 4.19e-04
2022-08-25 06:08:27,418 INFO [train.py:927] (6/8) Epoch 8, batch 25750, giga_loss[loss=0.3161, simple_loss=0.3619, pruned_loss=0.1351, over 12399.00 frames. utt_duration=192.9 frames, utt_pad_proportion=0.1068, over 259.00 utterances.], tot_loss[loss=0.2507, simple_loss=0.3264, pruned_loss=0.08754, over 2474781.31 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06913, over 20979.19 utterances.], libri_tot_loss[loss=0.2331, simple_loss=0.31, pruned_loss=0.07807, over 2469269.45 frames. utt_duration=1177 frames, utt_pad_proportion=0.0808, over 8401.17 utterances.], giga_tot_loss[loss=0.2519, simple_loss=0.3269, pruned_loss=0.08845, over 2475536.08 frames. utt_duration=441.2 frames, utt_pad_proportion=0.06841, over 22517.59 utterances.], batch size: 259, lr: 4.19e-04
2022-08-25 06:10:08,412 INFO [train.py:927] (6/8) Epoch 8, batch 25800, giga_loss[loss=0.2262, simple_loss=0.3066, pruned_loss=0.07291, over 12468.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04357, over 34.00 utterances.], tot_loss[loss=0.2506, simple_loss=0.325, pruned_loss=0.08816, over 2474652.88 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07255, over 21214.94 utterances.], libri_tot_loss[loss=0.2323, simple_loss=0.3093, pruned_loss=0.07768, over 2469350.37 frames. utt_duration=1183 frames, utt_pad_proportion=0.0795, over 8360.43 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3264, pruned_loss=0.08945, over 2475300.25 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07216, over 22759.73 utterances.], batch size: 34, lr: 4.19e-04
2022-08-25 06:11:47,628 INFO [train.py:927] (6/8) Epoch 8, batch 25850, giga_loss[loss=0.2209, simple_loss=0.3105, pruned_loss=0.06572, over 12387.00 frames. utt_duration=473.5 frames, utt_pad_proportion=0.04143, over 105.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3212, pruned_loss=0.08483, over 2474693.87 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07572, over 21773.09 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3093, pruned_loss=0.07771, over 2469362.71 frames. utt_duration=1176 frames, utt_pad_proportion=0.08247, over 8407.64 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3227, pruned_loss=0.08608, over 2475361.83 frames. utt_duration=425.5 frames, utt_pad_proportion=0.0742, over 23351.20 utterances.], batch size: 105, lr: 4.19e-04
2022-08-25 06:13:35,109 INFO [train.py:927] (6/8) Epoch 8, batch 25900, giga_loss[loss=0.243, simple_loss=0.3081, pruned_loss=0.08891, over 12370.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1922, over 364.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3182, pruned_loss=0.08288, over 2474603.22 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07795, over 21665.68 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3089, pruned_loss=0.0774, over 2469169.88 frames. utt_duration=1179 frames, utt_pad_proportion=0.08087, over 8384.60 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3201, pruned_loss=0.08437, over 2475504.86 frames. utt_duration=424.9 frames, utt_pad_proportion=0.077, over 23385.17 utterances.], batch size: 364, lr: 4.19e-04
2022-08-25 06:15:19,844 INFO [train.py:927] (6/8) Epoch 8, batch 25950, giga_loss[loss=0.2147, simple_loss=0.3059, pruned_loss=0.06172, over 12156.00 frames. utt_duration=1738 frames, utt_pad_proportion=0.04092, over 28.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3153, pruned_loss=0.0816, over 2474919.88 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07559, over 20913.04 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.309, pruned_loss=0.07747, over 2469251.86 frames. utt_duration=1167 frames, utt_pad_proportion=0.08466, over 8473.23 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3169, pruned_loss=0.08281, over 2475649.61 frames. utt_duration=443.2 frames, utt_pad_proportion=0.07362, over 22419.36 utterances.], batch size: 28, lr: 4.18e-04
2022-08-25 06:17:04,452 INFO [train.py:927] (6/8) Epoch 8, batch 26000, giga_loss[loss=0.2496, simple_loss=0.3109, pruned_loss=0.09416, over 12362.00 frames. utt_duration=135.3 frames, utt_pad_proportion=0.2041, over 369.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.318, pruned_loss=0.08291, over 2475342.00 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08029, over 21643.44 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.309, pruned_loss=0.07747, over 2469251.86 frames. utt_duration=1167 frames, utt_pad_proportion=0.08466, over 8473.23 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3192, pruned_loss=0.08386, over 2475909.96 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07853, over 22815.83 utterances.], batch size: 369, lr: 4.18e-04
2022-08-25 06:18:50,111 INFO [train.py:927] (6/8) Epoch 8, batch 26050, giga_loss[loss=0.2094, simple_loss=0.2941, pruned_loss=0.06239, over 12418.00 frames. utt_duration=663.6 frames, utt_pad_proportion=0.03404, over 75.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.318, pruned_loss=0.08368, over 2474560.64 frames. utt_duration=458.7 frames, utt_pad_proportion=0.08086, over 21648.97 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3088, pruned_loss=0.07738, over 2469088.02 frames. utt_duration=1170 frames, utt_pad_proportion=0.08407, over 8453.56 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3192, pruned_loss=0.08455, over 2475206.09 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07965, over 22714.06 utterances.], batch size: 75, lr: 4.18e-04
2022-08-25 06:20:37,071 INFO [train.py:927] (6/8) Epoch 8, batch 26100, libri_loss[loss=0.2387, simple_loss=0.3146, pruned_loss=0.08134, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01383, over 40.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3199, pruned_loss=0.0849, over 2474007.31 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07892, over 21227.16 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.3093, pruned_loss=0.07759, over 2469115.46 frames. utt_duration=1161 frames, utt_pad_proportion=0.08671, over 8519.45 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3206, pruned_loss=0.0855, over 2474549.70 frames. utt_duration=447.6 frames, utt_pad_proportion=0.07711, over 22185.52 utterances.], batch size: 40, lr: 4.18e-04
2022-08-25 06:22:21,690 INFO [train.py:927] (6/8) Epoch 8, batch 26150, giga_loss[loss=0.2215, simple_loss=0.2991, pruned_loss=0.07193, over 12238.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03182, over 45.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3209, pruned_loss=0.08603, over 2473959.31 frames. utt_duration=456.2 frames, utt_pad_proportion=0.08237, over 21763.30 utterances.], libri_tot_loss[loss=0.2322, simple_loss=0.309, pruned_loss=0.07766, over 2468965.77 frames. utt_duration=1166 frames, utt_pad_proportion=0.0853, over 8482.94 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08662, over 2474629.51 frames. utt_duration=434.6 frames, utt_pad_proportion=0.08127, over 22852.32 utterances.], batch size: 45, lr: 4.18e-04
2022-08-25 06:24:10,534 INFO [train.py:927] (6/8) Epoch 8, batch 26200, libri_loss[loss=0.2449, simple_loss=0.3253, pruned_loss=0.08223, over 12466.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004725, over 35.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3219, pruned_loss=0.08661, over 2474349.88 frames. utt_duration=454.8 frames, utt_pad_proportion=0.08315, over 21831.51 utterances.], libri_tot_loss[loss=0.232, simple_loss=0.3088, pruned_loss=0.07756, over 2468741.46 frames. utt_duration=1170 frames, utt_pad_proportion=0.08308, over 8450.07 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3234, pruned_loss=0.08748, over 2475250.17 frames. utt_duration=427.9 frames, utt_pad_proportion=0.08293, over 23220.70 utterances.], batch size: 35, lr: 4.18e-04
2022-08-25 06:25:54,283 INFO [train.py:927] (6/8) Epoch 8, batch 26250, giga_loss[loss=0.2662, simple_loss=0.3333, pruned_loss=0.09958, over 12413.00 frames. utt_duration=802.4 frames, utt_pad_proportion=0.02863, over 62.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3207, pruned_loss=0.085, over 2473823.70 frames. utt_duration=467.5 frames, utt_pad_proportion=0.0813, over 21230.81 utterances.], libri_tot_loss[loss=0.2314, simple_loss=0.3084, pruned_loss=0.07723, over 2468565.00 frames. utt_duration=1177 frames, utt_pad_proportion=0.08177, over 8397.38 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3225, pruned_loss=0.08615, over 2474797.52 frames. utt_duration=438.2 frames, utt_pad_proportion=0.08165, over 22667.10 utterances.], batch size: 62, lr: 4.18e-04
2022-08-25 06:27:36,533 INFO [train.py:927] (6/8) Epoch 8, batch 26300, giga_loss[loss=0.2915, simple_loss=0.3539, pruned_loss=0.1145, over 12378.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07499, over 212.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3213, pruned_loss=0.08585, over 2474145.48 frames. utt_duration=462 frames, utt_pad_proportion=0.08051, over 21488.73 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3087, pruned_loss=0.07757, over 2468565.48 frames. utt_duration=1172 frames, utt_pad_proportion=0.08271, over 8435.73 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3232, pruned_loss=0.0869, over 2475222.86 frames. utt_duration=427.9 frames, utt_pad_proportion=0.0806, over 23219.40 utterances.], batch size: 212, lr: 4.18e-04
2022-08-25 06:29:19,310 INFO [train.py:927] (6/8) Epoch 8, batch 26350, giga_loss[loss=0.2313, simple_loss=0.3065, pruned_loss=0.07808, over 12376.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.0462, over 26.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3199, pruned_loss=0.08551, over 2474143.14 frames. utt_duration=459.7 frames, utt_pad_proportion=0.07972, over 21594.50 utterances.], libri_tot_loss[loss=0.2319, simple_loss=0.3086, pruned_loss=0.07758, over 2468503.01 frames. utt_duration=1176 frames, utt_pad_proportion=0.08112, over 8405.27 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3217, pruned_loss=0.08654, over 2475228.20 frames. utt_duration=425.3 frames, utt_pad_proportion=0.08033, over 23362.55 utterances.], batch size: 26, lr: 4.18e-04
2022-08-25 06:30:58,746 INFO [train.py:927] (6/8) Epoch 8, batch 26400, giga_loss[loss=0.2323, simple_loss=0.3078, pruned_loss=0.07836, over 12185.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.03823, over 33.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3198, pruned_loss=0.08563, over 2474233.99 frames. utt_duration=471 frames, utt_pad_proportion=0.07756, over 21080.12 utterances.], libri_tot_loss[loss=0.2318, simple_loss=0.3085, pruned_loss=0.07754, over 2468356.00 frames. utt_duration=1177 frames, utt_pad_proportion=0.08111, over 8401.23 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.08659, over 2475309.39 frames. utt_duration=438.4 frames, utt_pad_proportion=0.07821, over 22661.39 utterances.], batch size: 33, lr: 4.18e-04
2022-08-25 06:32:41,784 INFO [train.py:927] (6/8) Epoch 8, batch 26450, giga_loss[loss=0.242, simple_loss=0.3206, pruned_loss=0.08173, over 12376.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.03136, over 62.00 utterances.], tot_loss[loss=0.2472, simple_loss=0.3211, pruned_loss=0.08661, over 2474466.12 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07741, over 21376.03 utterances.], libri_tot_loss[loss=0.2321, simple_loss=0.3088, pruned_loss=0.07774, over 2468402.08 frames. utt_duration=1167 frames, utt_pad_proportion=0.08461, over 8470.82 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3223, pruned_loss=0.0873, over 2475355.34 frames. utt_duration=437 frames, utt_pad_proportion=0.07668, over 22735.54 utterances.], batch size: 62, lr: 4.18e-04
2022-08-25 06:34:22,679 INFO [train.py:927] (6/8) Epoch 8, batch 26500, giga_loss[loss=0.2828, simple_loss=0.3315, pruned_loss=0.1171, over 12373.00 frames. utt_duration=133.7 frames, utt_pad_proportion=0.2136, over 374.00 utterances.], tot_loss[loss=0.2497, simple_loss=0.3229, pruned_loss=0.08829, over 2475025.46 frames. utt_duration=458.1 frames, utt_pad_proportion=0.08344, over 21678.85 utterances.], libri_tot_loss[loss=0.2334, simple_loss=0.3097, pruned_loss=0.07852, over 2468780.01 frames. utt_duration=1117 frames, utt_pad_proportion=0.1018, over 8849.21 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3233, pruned_loss=0.08834, over 2475533.10 frames. utt_duration=437.4 frames, utt_pad_proportion=0.07648, over 22713.45 utterances.], batch size: 374, lr: 4.18e-04
2022-08-25 06:34:35,829 INFO [train.py:844] (6/8) libri reaches end of dataloader
2022-08-25 06:37:07,841 INFO [train.py:927] (6/8) Epoch 9, batch 50, giga_loss[loss=0.2216, simple_loss=0.3149, pruned_loss=0.06415, over 12172.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.03357, over 36.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3248, pruned_loss=0.07522, over 548433.74 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06972, over 3817.63 utterances.], libri_tot_loss[loss=0.2358, simple_loss=0.3221, pruned_loss=0.0747, over 73214.00 frames. utt_duration=892.3 frames, utt_pad_proportion=0.1709, over 328.75 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3253, pruned_loss=0.07535, over 489722.08 frames. utt_duration=551.2 frames, utt_pad_proportion=0.0618, over 3563.75 utterances.], batch size: 36, lr: 4.08e-04
2022-08-25 06:38:56,158 INFO [train.py:927] (6/8) Epoch 9, batch 100, giga_loss[loss=0.1565, simple_loss=0.2402, pruned_loss=0.03641, over 12473.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03433, over 37.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2987, pruned_loss=0.06434, over 975720.90 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06822, over 7352.49 utterances.], libri_tot_loss[loss=0.2324, simple_loss=0.3201, pruned_loss=0.07233, over 85292.93 frames. utt_duration=933.3 frames, utt_pad_proportion=0.1538, over 366.10 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2975, pruned_loss=0.06394, over 922205.15 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06536, over 7139.61 utterances.], batch size: 37, lr: 4.08e-04
2022-08-25 06:40:40,047 INFO [train.py:927] (6/8) Epoch 9, batch 150, giga_loss[loss=0.1678, simple_loss=0.2459, pruned_loss=0.04482, over 12415.00 frames. utt_duration=513.5 frames, utt_pad_proportion=0.02751, over 97.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2848, pruned_loss=0.05873, over 1307882.23 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06354, over 9096.16 utterances.], libri_tot_loss[loss=0.2328, simple_loss=0.3197, pruned_loss=0.073, over 156086.44 frames. utt_duration=1094 frames, utt_pad_proportion=0.0991, over 571.56 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2819, pruned_loss=0.05754, over 1229332.60 frames. utt_duration=550.7 frames, utt_pad_proportion=0.06281, over 8953.24 utterances.], batch size: 97, lr: 4.08e-04
2022-08-25 06:42:23,539 INFO [train.py:927] (6/8) Epoch 9, batch 200, giga_loss[loss=0.1782, simple_loss=0.2628, pruned_loss=0.04685, over 12274.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02683, over 54.00 utterances.], tot_loss[loss=0.1914, simple_loss=0.2738, pruned_loss=0.05447, over 1566320.70 frames. utt_duration=560.9 frames, utt_pad_proportion=0.06766, over 11200.40 utterances.], libri_tot_loss[loss=0.2304, simple_loss=0.317, pruned_loss=0.07194, over 190679.12 frames. utt_duration=1106 frames, utt_pad_proportion=0.08673, over 690.33 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2708, pruned_loss=0.05326, over 1490503.91 frames. utt_duration=538 frames, utt_pad_proportion=0.06761, over 11112.32 utterances.], batch size: 54, lr: 4.08e-04
2022-08-25 06:44:05,247 INFO [train.py:927] (6/8) Epoch 9, batch 250, giga_loss[loss=0.1622, simple_loss=0.2492, pruned_loss=0.03764, over 12360.00 frames. utt_duration=511.2 frames, utt_pad_proportion=0.03177, over 97.00 utterances.], tot_loss[loss=0.1863, simple_loss=0.268, pruned_loss=0.05223, over 1767175.04 frames. utt_duration=566 frames, utt_pad_proportion=0.06297, over 12521.76 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3086, pruned_loss=0.0686, over 269168.75 frames. utt_duration=1090 frames, utt_pad_proportion=0.102, over 989.46 utterances.], giga_tot_loss[loss=0.1833, simple_loss=0.2648, pruned_loss=0.05089, over 1681039.42 frames. utt_duration=538.3 frames, utt_pad_proportion=0.06144, over 12527.44 utterances.], batch size: 97, lr: 4.08e-04
2022-08-25 06:45:46,215 INFO [train.py:927] (6/8) Epoch 9, batch 300, giga_loss[loss=0.1621, simple_loss=0.2309, pruned_loss=0.04658, over 12364.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1968, over 366.00 utterances.], tot_loss[loss=0.1822, simple_loss=0.264, pruned_loss=0.05019, over 1924212.80 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06416, over 14078.90 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.3021, pruned_loss=0.06514, over 345229.87 frames. utt_duration=1160 frames, utt_pad_proportion=0.08447, over 1191.51 utterances.], giga_tot_loss[loss=0.1793, simple_loss=0.2607, pruned_loss=0.04897, over 1835117.53 frames. utt_duration=515.1 frames, utt_pad_proportion=0.0638, over 14293.40 utterances.], batch size: 366, lr: 4.08e-04
2022-08-25 06:47:29,675 INFO [train.py:927] (6/8) Epoch 9, batch 350, giga_loss[loss=0.1624, simple_loss=0.247, pruned_loss=0.03892, over 12320.00 frames. utt_duration=914.3 frames, utt_pad_proportion=0.02319, over 54.00 utterances.], tot_loss[loss=0.1795, simple_loss=0.2606, pruned_loss=0.04922, over 2046016.32 frames. utt_duration=554 frames, utt_pad_proportion=0.06387, over 14813.01 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.3017, pruned_loss=0.06614, over 408130.01 frames. utt_duration=1184 frames, utt_pad_proportion=0.07421, over 1380.18 utterances.], giga_tot_loss[loss=0.176, simple_loss=0.2569, pruned_loss=0.04759, over 1961646.29 frames. utt_duration=519.1 frames, utt_pad_proportion=0.06415, over 15161.16 utterances.], batch size: 54, lr: 4.08e-04
2022-08-25 06:49:15,036 INFO [train.py:927] (6/8) Epoch 9, batch 400, giga_loss[loss=0.1394, simple_loss=0.2291, pruned_loss=0.02484, over 12456.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.1779, simple_loss=0.2587, pruned_loss=0.04852, over 2141378.53 frames. utt_duration=546.6 frames, utt_pad_proportion=0.06338, over 15714.11 utterances.], libri_tot_loss[loss=0.2141, simple_loss=0.299, pruned_loss=0.06467, over 479161.54 frames. utt_duration=1221 frames, utt_pad_proportion=0.06536, over 1571.09 utterances.], giga_tot_loss[loss=0.1743, simple_loss=0.2547, pruned_loss=0.0469, over 2061637.17 frames. utt_duration=509.3 frames, utt_pad_proportion=0.06419, over 16240.55 utterances.], batch size: 75, lr: 4.08e-04
2022-08-25 06:50:58,069 INFO [train.py:927] (6/8) Epoch 9, batch 450, giga_loss[loss=0.1617, simple_loss=0.2436, pruned_loss=0.03994, over 12325.00 frames. utt_duration=581.4 frames, utt_pad_proportion=0.03098, over 85.00 utterances.], tot_loss[loss=0.1747, simple_loss=0.2557, pruned_loss=0.04685, over 2214384.61 frames. utt_duration=562 frames, utt_pad_proportion=0.06194, over 15802.65 utterances.], libri_tot_loss[loss=0.2121, simple_loss=0.2981, pruned_loss=0.06306, over 547335.89 frames. utt_duration=1261 frames, utt_pad_proportion=0.05806, over 1738.55 utterances.], giga_tot_loss[loss=0.1709, simple_loss=0.2512, pruned_loss=0.04529, over 2141408.97 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06334, over 16522.36 utterances.], batch size: 85, lr: 4.08e-04
2022-08-25 06:52:42,957 INFO [train.py:927] (6/8) Epoch 9, batch 500, libri_loss[loss=0.189, simple_loss=0.2733, pruned_loss=0.05231, over 12448.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005943, over 32.00 utterances.], tot_loss[loss=0.1792, simple_loss=0.26, pruned_loss=0.0492, over 2272223.69 frames. utt_duration=570 frames, utt_pad_proportion=0.06033, over 15987.85 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.298, pruned_loss=0.06296, over 585698.92 frames. utt_duration=1275 frames, utt_pad_proportion=0.05441, over 1840.05 utterances.], giga_tot_loss[loss=0.1757, simple_loss=0.2558, pruned_loss=0.04778, over 2210073.12 frames. utt_duration=530.1 frames, utt_pad_proportion=0.06189, over 16724.63 utterances.], batch size: 32, lr: 4.08e-04
2022-08-25 06:54:25,303 INFO [train.py:927] (6/8) Epoch 9, batch 550, giga_loss[loss=0.2578, simple_loss=0.3368, pruned_loss=0.08937, over 12362.00 frames. utt_duration=342.6 frames, utt_pad_proportion=0.04043, over 145.00 utterances.], tot_loss[loss=0.1921, simple_loss=0.2732, pruned_loss=0.0555, over 2316515.24 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05959, over 16256.95 utterances.], libri_tot_loss[loss=0.2126, simple_loss=0.2984, pruned_loss=0.06338, over 641564.12 frames. utt_duration=1280 frames, utt_pad_proportion=0.0522, over 2006.72 utterances.], giga_tot_loss[loss=0.1887, simple_loss=0.2692, pruned_loss=0.0541, over 2261926.91 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06114, over 17079.77 utterances.], batch size: 145, lr: 4.07e-04
2022-08-25 06:56:10,752 INFO [train.py:927] (6/8) Epoch 9, batch 600, giga_loss[loss=0.2553, simple_loss=0.3286, pruned_loss=0.09103, over 12381.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1009, over 257.00 utterances.], tot_loss[loss=0.1982, simple_loss=0.2808, pruned_loss=0.05781, over 2351473.35 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06255, over 16894.50 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.2984, pruned_loss=0.0636, over 668876.62 frames. utt_duration=1280 frames, utt_pad_proportion=0.05025, over 2093.23 utterances.], giga_tot_loss[loss=0.1954, simple_loss=0.2776, pruned_loss=0.05662, over 2306520.13 frames. utt_duration=524 frames, utt_pad_proportion=0.06386, over 17658.24 utterances.], batch size: 257, lr: 4.07e-04
2022-08-25 06:57:55,337 INFO [train.py:927] (6/8) Epoch 9, batch 650, giga_loss[loss=0.2284, simple_loss=0.3133, pruned_loss=0.07174, over 12421.00 frames. utt_duration=622.5 frames, utt_pad_proportion=0.03339, over 80.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2845, pruned_loss=0.05859, over 2378648.37 frames. utt_duration=552.7 frames, utt_pad_proportion=0.0617, over 17261.24 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2977, pruned_loss=0.06309, over 695638.96 frames. utt_duration=1286 frames, utt_pad_proportion=0.04834, over 2166.50 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.282, pruned_loss=0.05773, over 2341856.62 frames. utt_duration=521.9 frames, utt_pad_proportion=0.06299, over 17999.93 utterances.], batch size: 80, lr: 4.07e-04
2022-08-25 06:59:40,655 INFO [train.py:927] (6/8) Epoch 9, batch 700, giga_loss[loss=0.2423, simple_loss=0.3204, pruned_loss=0.08205, over 12444.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04098, over 146.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2888, pruned_loss=0.06112, over 2399336.47 frames. utt_duration=553.7 frames, utt_pad_proportion=0.0645, over 17381.03 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2973, pruned_loss=0.06283, over 748293.34 frames. utt_duration=1301 frames, utt_pad_proportion=0.04474, over 2302.82 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2867, pruned_loss=0.06045, over 2367579.50 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06593, over 18242.76 utterances.], batch size: 146, lr: 4.07e-04
2022-08-25 07:01:22,766 INFO [train.py:927] (6/8) Epoch 9, batch 750, libri_loss[loss=0.2387, simple_loss=0.3226, pruned_loss=0.07741, over 12432.00 frames. utt_duration=778.5 frames, utt_pad_proportion=0.1154, over 64.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2926, pruned_loss=0.06281, over 2416004.33 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06958, over 18025.17 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2953, pruned_loss=0.06186, over 824010.86 frames. utt_duration=1312 frames, utt_pad_proportion=0.0431, over 2515.54 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2912, pruned_loss=0.06254, over 2387840.43 frames. utt_duration=500.5 frames, utt_pad_proportion=0.07089, over 19141.62 utterances.], batch size: 64, lr: 4.07e-04
2022-08-25 07:03:05,548 INFO [train.py:927] (6/8) Epoch 9, batch 800, giga_loss[loss=0.2272, simple_loss=0.3132, pruned_loss=0.07062, over 12362.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04133, over 113.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2961, pruned_loss=0.06357, over 2428980.46 frames. utt_duration=558 frames, utt_pad_proportion=0.06772, over 17457.41 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2962, pruned_loss=0.06182, over 864702.21 frames. utt_duration=1293 frames, utt_pad_proportion=0.04389, over 2678.86 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2947, pruned_loss=0.06342, over 2405510.81 frames. utt_duration=520.4 frames, utt_pad_proportion=0.06906, over 18544.77 utterances.], batch size: 113, lr: 4.07e-04
2022-08-25 07:04:49,552 INFO [train.py:927] (6/8) Epoch 9, batch 850, giga_loss[loss=0.2481, simple_loss=0.3349, pruned_loss=0.08067, over 12441.00 frames. utt_duration=977.3 frames, utt_pad_proportion=0.02658, over 51.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2971, pruned_loss=0.0626, over 2438620.07 frames. utt_duration=572.1 frames, utt_pad_proportion=0.0646, over 17095.49 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2955, pruned_loss=0.06132, over 896499.07 frames. utt_duration=1299 frames, utt_pad_proportion=0.0426, over 2763.53 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2963, pruned_loss=0.06266, over 2419386.73 frames. utt_duration=534.9 frames, utt_pad_proportion=0.06618, over 18141.94 utterances.], batch size: 51, lr: 4.07e-04
2022-08-25 07:06:35,216 INFO [train.py:927] (6/8) Epoch 9, batch 900, giga_loss[loss=0.2813, simple_loss=0.3407, pruned_loss=0.111, over 12362.00 frames. utt_duration=193.9 frames, utt_pad_proportion=0.1021, over 257.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2983, pruned_loss=0.06272, over 2446568.50 frames. utt_duration=579.8 frames, utt_pad_proportion=0.0645, over 16923.52 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2953, pruned_loss=0.06116, over 935815.33 frames. utt_duration=1264 frames, utt_pad_proportion=0.05367, over 2965.33 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2978, pruned_loss=0.06285, over 2430274.29 frames. utt_duration=544.8 frames, utt_pad_proportion=0.06429, over 17892.84 utterances.], batch size: 257, lr: 4.07e-04
2022-08-25 07:08:21,572 INFO [train.py:927] (6/8) Epoch 9, batch 950, giga_loss[loss=0.1869, simple_loss=0.2821, pruned_loss=0.04587, over 12346.00 frames. utt_duration=1595 frames, utt_pad_proportion=0.04453, over 31.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3022, pruned_loss=0.06707, over 2452437.55 frames. utt_duration=579 frames, utt_pad_proportion=0.06493, over 16987.21 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.295, pruned_loss=0.06106, over 943531.25 frames. utt_duration=1268 frames, utt_pad_proportion=0.05322, over 2980.50 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.302, pruned_loss=0.06724, over 2439562.12 frames. utt_duration=549.9 frames, utt_pad_proportion=0.06484, over 17793.50 utterances.], batch size: 31, lr: 4.07e-04
2022-08-25 07:10:13,789 INFO [train.py:927] (6/8) Epoch 9, batch 1000, giga_loss[loss=0.2437, simple_loss=0.3172, pruned_loss=0.08512, over 12369.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03167, over 58.00 utterances.], tot_loss[loss=0.2176, simple_loss=0.301, pruned_loss=0.06703, over 2456129.19 frames. utt_duration=616.9 frames, utt_pad_proportion=0.06124, over 15964.03 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2947, pruned_loss=0.06094, over 988333.72 frames. utt_duration=1277 frames, utt_pad_proportion=0.05033, over 3098.50 utterances.], giga_tot_loss[loss=0.2179, simple_loss=0.3011, pruned_loss=0.06737, over 2445766.77 frames. utt_duration=581.8 frames, utt_pad_proportion=0.0619, over 16859.66 utterances.], batch size: 58, lr: 4.07e-04
2022-08-25 07:11:55,991 INFO [train.py:927] (6/8) Epoch 9, batch 1050, giga_loss[loss=0.2361, simple_loss=0.3117, pruned_loss=0.08026, over 12445.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04263, over 34.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3006, pruned_loss=0.06746, over 2459648.58 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06633, over 16283.17 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2952, pruned_loss=0.06098, over 1017941.17 frames. utt_duration=1278 frames, utt_pad_proportion=0.04857, over 3189.79 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.3006, pruned_loss=0.06785, over 2451016.32 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06709, over 17159.75 utterances.], batch size: 34, lr: 4.07e-04
2022-08-25 07:13:39,488 INFO [train.py:927] (6/8) Epoch 9, batch 1100, giga_loss[loss=0.1937, simple_loss=0.2911, pruned_loss=0.04812, over 12389.00 frames. utt_duration=800.7 frames, utt_pad_proportion=0.03066, over 62.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3, pruned_loss=0.06681, over 2462838.50 frames. utt_duration=584.8 frames, utt_pad_proportion=0.06628, over 16888.22 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2955, pruned_loss=0.06107, over 1053939.64 frames. utt_duration=1284 frames, utt_pad_proportion=0.04636, over 3287.09 utterances.], giga_tot_loss[loss=0.2172, simple_loss=0.3, pruned_loss=0.0672, over 2455667.36 frames. utt_duration=553.5 frames, utt_pad_proportion=0.0674, over 17795.20 utterances.], batch size: 62, lr: 4.07e-04
2022-08-25 07:15:23,886 INFO [train.py:927] (6/8) Epoch 9, batch 1150, giga_loss[loss=0.1996, simple_loss=0.2804, pruned_loss=0.05943, over 12441.00 frames. utt_duration=623.9 frames, utt_pad_proportion=0.02972, over 80.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2964, pruned_loss=0.06508, over 2465981.43 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06485, over 17196.53 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2951, pruned_loss=0.06075, over 1075010.54 frames. utt_duration=1291 frames, utt_pad_proportion=0.04524, over 3334.52 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2965, pruned_loss=0.06558, over 2460292.15 frames. utt_duration=546.8 frames, utt_pad_proportion=0.06606, over 18045.75 utterances.], batch size: 80, lr: 4.07e-04
2022-08-25 07:17:08,409 INFO [train.py:927] (6/8) Epoch 9, batch 1200, giga_loss[loss=0.1886, simple_loss=0.27, pruned_loss=0.05356, over 12378.00 frames. utt_duration=972.4 frames, utt_pad_proportion=0.02959, over 51.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2932, pruned_loss=0.06412, over 2467105.67 frames. utt_duration=550.5 frames, utt_pad_proportion=0.06936, over 17974.65 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.295, pruned_loss=0.06077, over 1116083.79 frames. utt_duration=1285 frames, utt_pad_proportion=0.04591, over 3479.16 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2933, pruned_loss=0.0646, over 2462684.75 frames. utt_duration=522.3 frames, utt_pad_proportion=0.07025, over 18916.01 utterances.], batch size: 51, lr: 4.07e-04
2022-08-25 07:18:52,696 INFO [train.py:927] (6/8) Epoch 9, batch 1250, giga_loss[loss=0.2284, simple_loss=0.3095, pruned_loss=0.07362, over 12443.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04077, over 146.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2921, pruned_loss=0.06349, over 2468412.47 frames. utt_duration=551.4 frames, utt_pad_proportion=0.06855, over 17955.69 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2944, pruned_loss=0.06049, over 1136469.36 frames. utt_duration=1292 frames, utt_pad_proportion=0.04486, over 3522.76 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.2924, pruned_loss=0.06402, over 2464722.80 frames. utt_duration=524.3 frames, utt_pad_proportion=0.06958, over 18859.58 utterances.], batch size: 146, lr: 4.07e-04
2022-08-25 07:20:38,190 INFO [train.py:927] (6/8) Epoch 9, batch 1300, libri_loss[loss=0.1692, simple_loss=0.2607, pruned_loss=0.03884, over 12395.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008153, over 30.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2906, pruned_loss=0.06351, over 2469044.96 frames. utt_duration=555.6 frames, utt_pad_proportion=0.06712, over 17825.02 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2938, pruned_loss=0.06007, over 1156081.77 frames. utt_duration=1299 frames, utt_pad_proportion=0.04386, over 3562.71 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.291, pruned_loss=0.06416, over 2466370.85 frames. utt_duration=529 frames, utt_pad_proportion=0.0683, over 18700.89 utterances.], batch size: 30, lr: 4.07e-04
2022-08-25 07:22:21,423 INFO [train.py:927] (6/8) Epoch 9, batch 1350, giga_loss[loss=0.1831, simple_loss=0.268, pruned_loss=0.04915, over 12390.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04405, over 146.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2865, pruned_loss=0.06168, over 2469507.38 frames. utt_duration=558.5 frames, utt_pad_proportion=0.06345, over 17734.35 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2937, pruned_loss=0.0601, over 1168863.11 frames. utt_duration=1303 frames, utt_pad_proportion=0.04316, over 3593.00 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2869, pruned_loss=0.0622, over 2467684.99 frames. utt_duration=534.4 frames, utt_pad_proportion=0.06472, over 18521.82 utterances.], batch size: 146, lr: 4.07e-04
2022-08-25 07:24:04,030 INFO [train.py:927] (6/8) Epoch 9, batch 1400, giga_loss[loss=0.1851, simple_loss=0.2683, pruned_loss=0.0509, over 12341.00 frames. utt_duration=749.5 frames, utt_pad_proportion=0.02916, over 66.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2832, pruned_loss=0.06023, over 2470588.98 frames. utt_duration=578.8 frames, utt_pad_proportion=0.0579, over 17118.76 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.294, pruned_loss=0.06026, over 1181835.99 frames. utt_duration=1303 frames, utt_pad_proportion=0.04252, over 3631.00 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2832, pruned_loss=0.06058, over 2469160.73 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05932, over 17822.01 utterances.], batch size: 66, lr: 4.07e-04
2022-08-25 07:25:47,447 INFO [train.py:927] (6/8) Epoch 9, batch 1450, giga_loss[loss=0.1777, simple_loss=0.2613, pruned_loss=0.04704, over 12402.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2809, pruned_loss=0.0593, over 2470897.54 frames. utt_duration=599.5 frames, utt_pad_proportion=0.0562, over 16528.36 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2948, pruned_loss=0.06053, over 1226095.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.05117, over 3825.90 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2802, pruned_loss=0.05943, over 2469902.44 frames. utt_duration=571.5 frames, utt_pad_proportion=0.05583, over 17333.89 utterances.], batch size: 146, lr: 4.07e-04
2022-08-25 07:27:31,276 INFO [train.py:927] (6/8) Epoch 9, batch 1500, libri_loss[loss=0.243, simple_loss=0.3341, pruned_loss=0.07598, over 12407.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02241, over 43.00 utterances.], tot_loss[loss=0.1979, simple_loss=0.2788, pruned_loss=0.0585, over 2471247.98 frames. utt_duration=614.1 frames, utt_pad_proportion=0.05503, over 16137.42 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2944, pruned_loss=0.06023, over 1269144.13 frames. utt_duration=1287 frames, utt_pad_proportion=0.04904, over 3950.31 utterances.], giga_tot_loss[loss=0.1976, simple_loss=0.2779, pruned_loss=0.05868, over 2470339.34 frames. utt_duration=580.2 frames, utt_pad_proportion=0.05532, over 17076.64 utterances.], batch size: 43, lr: 4.07e-04
2022-08-25 07:29:15,779 INFO [train.py:927] (6/8) Epoch 9, batch 1550, giga_loss[loss=0.2156, simple_loss=0.3002, pruned_loss=0.06548, over 12366.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02782, over 91.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.282, pruned_loss=0.06066, over 2471853.03 frames. utt_duration=586.9 frames, utt_pad_proportion=0.0608, over 16889.72 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2945, pruned_loss=0.06027, over 1292956.81 frames. utt_duration=1261 frames, utt_pad_proportion=0.05739, over 4105.83 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.281, pruned_loss=0.06077, over 2471181.11 frames. utt_duration=559.7 frames, utt_pad_proportion=0.05893, over 17709.01 utterances.], batch size: 91, lr: 4.07e-04
2022-08-25 07:30:59,970 INFO [train.py:927] (6/8) Epoch 9, batch 1600, libri_loss[loss=0.1751, simple_loss=0.2601, pruned_loss=0.04511, over 12397.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006924, over 31.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2855, pruned_loss=0.0625, over 2472350.68 frames. utt_duration=603.6 frames, utt_pad_proportion=0.06003, over 16424.48 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.295, pruned_loss=0.06049, over 1345270.47 frames. utt_duration=1245 frames, utt_pad_proportion=0.05709, over 4327.29 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.284, pruned_loss=0.06254, over 2471515.76 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05866, over 17405.44 utterances.], batch size: 31, lr: 4.06e-04
2022-08-25 07:32:44,844 INFO [train.py:927] (6/8) Epoch 9, batch 1650, giga_loss[loss=0.2147, simple_loss=0.2882, pruned_loss=0.07061, over 12467.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03537, over 40.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2914, pruned_loss=0.06524, over 2473117.79 frames. utt_duration=555.8 frames, utt_pad_proportion=0.07084, over 17847.91 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2952, pruned_loss=0.06044, over 1378619.22 frames. utt_duration=1221 frames, utt_pad_proportion=0.0643, over 4520.83 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.29, pruned_loss=0.06543, over 2472502.56 frames. utt_duration=527 frames, utt_pad_proportion=0.06801, over 18821.98 utterances.], batch size: 40, lr: 4.06e-04
2022-08-25 07:34:30,115 INFO [train.py:927] (6/8) Epoch 9, batch 1700, giga_loss[loss=0.2361, simple_loss=0.3138, pruned_loss=0.07922, over 12417.00 frames. utt_duration=975.3 frames, utt_pad_proportion=0.0276, over 51.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.2969, pruned_loss=0.06708, over 2472934.90 frames. utt_duration=548.4 frames, utt_pad_proportion=0.07339, over 18087.60 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2961, pruned_loss=0.06092, over 1400395.31 frames. utt_duration=1186 frames, utt_pad_proportion=0.07701, over 4730.80 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2953, pruned_loss=0.0671, over 2472387.61 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06817, over 18913.93 utterances.], batch size: 51, lr: 4.06e-04
2022-08-25 07:36:11,198 INFO [train.py:927] (6/8) Epoch 9, batch 1750, giga_loss[loss=0.2071, simple_loss=0.2905, pruned_loss=0.06181, over 12355.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03515, over 104.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2984, pruned_loss=0.067, over 2473172.21 frames. utt_duration=535.6 frames, utt_pad_proportion=0.0716, over 18522.59 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2954, pruned_loss=0.06067, over 1437342.99 frames. utt_duration=1201 frames, utt_pad_proportion=0.07389, over 4793.96 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2976, pruned_loss=0.06734, over 2472752.47 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06821, over 19532.64 utterances.], batch size: 104, lr: 4.06e-04
2022-08-25 07:37:56,112 INFO [train.py:927] (6/8) Epoch 9, batch 1800, giga_loss[loss=0.2144, simple_loss=0.3022, pruned_loss=0.06334, over 12385.00 frames. utt_duration=546.1 frames, utt_pad_proportion=0.02662, over 91.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2966, pruned_loss=0.06468, over 2472910.43 frames. utt_duration=544 frames, utt_pad_proportion=0.06553, over 18232.96 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2952, pruned_loss=0.06062, over 1462913.44 frames. utt_duration=1207 frames, utt_pad_proportion=0.07151, over 4852.58 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.296, pruned_loss=0.06509, over 2472624.91 frames. utt_duration=514.3 frames, utt_pad_proportion=0.06358, over 19287.09 utterances.], batch size: 91, lr: 4.06e-04
2022-08-25 07:39:40,687 INFO [train.py:927] (6/8) Epoch 9, batch 1850, giga_loss[loss=0.1954, simple_loss=0.2853, pruned_loss=0.05274, over 12210.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03536, over 28.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.2966, pruned_loss=0.06398, over 2472507.60 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06161, over 18116.60 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2941, pruned_loss=0.06011, over 1501802.23 frames. utt_duration=1223 frames, utt_pad_proportion=0.06816, over 4919.29 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2968, pruned_loss=0.06473, over 2473004.33 frames. utt_duration=511.8 frames, utt_pad_proportion=0.06092, over 19384.13 utterances.], batch size: 28, lr: 4.06e-04
2022-08-25 07:41:24,909 INFO [train.py:927] (6/8) Epoch 9, batch 1900, giga_loss[loss=0.2147, simple_loss=0.2933, pruned_loss=0.06801, over 12234.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02614, over 45.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2988, pruned_loss=0.06581, over 2472917.45 frames. utt_duration=554.6 frames, utt_pad_proportion=0.06236, over 17885.25 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2939, pruned_loss=0.05999, over 1520936.35 frames. utt_duration=1228 frames, utt_pad_proportion=0.06645, over 4958.66 utterances.], giga_tot_loss[loss=0.2161, simple_loss=0.2992, pruned_loss=0.06656, over 2473448.70 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06215, over 19092.76 utterances.], batch size: 45, lr: 4.06e-04
2022-08-25 07:43:09,435 INFO [train.py:927] (6/8) Epoch 9, batch 1950, libri_loss[loss=0.1949, simple_loss=0.2802, pruned_loss=0.05479, over 12283.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006545, over 32.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3001, pruned_loss=0.06716, over 2473185.33 frames. utt_duration=559 frames, utt_pad_proportion=0.06164, over 17745.59 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2933, pruned_loss=0.05955, over 1553637.11 frames. utt_duration=1226 frames, utt_pad_proportion=0.06612, over 5076.20 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.301, pruned_loss=0.06826, over 2473749.49 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06155, over 19028.87 utterances.], batch size: 32, lr: 4.06e-04
2022-08-25 07:44:52,004 INFO [train.py:927] (6/8) Epoch 9, batch 2000, giga_loss[loss=0.2069, simple_loss=0.2889, pruned_loss=0.06247, over 12341.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02932, over 48.00 utterances.], tot_loss[loss=0.218, simple_loss=0.3008, pruned_loss=0.06761, over 2473254.32 frames. utt_duration=563 frames, utt_pad_proportion=0.06259, over 17618.23 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2921, pruned_loss=0.05887, over 1598224.10 frames. utt_duration=1242 frames, utt_pad_proportion=0.06239, over 5153.78 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3026, pruned_loss=0.06929, over 2474037.93 frames. utt_duration=517.3 frames, utt_pad_proportion=0.06341, over 19184.77 utterances.], batch size: 48, lr: 4.06e-04
2022-08-25 07:46:37,125 INFO [train.py:927] (6/8) Epoch 9, batch 2050, giga_loss[loss=0.2403, simple_loss=0.3352, pruned_loss=0.07264, over 12398.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03631, over 113.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3036, pruned_loss=0.06838, over 2473667.50 frames. utt_duration=567.2 frames, utt_pad_proportion=0.06237, over 17491.43 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2922, pruned_loss=0.05884, over 1615731.29 frames. utt_duration=1227 frames, utt_pad_proportion=0.0672, over 5272.39 utterances.], giga_tot_loss[loss=0.2224, simple_loss=0.3051, pruned_loss=0.0699, over 2474161.87 frames. utt_duration=526.3 frames, utt_pad_proportion=0.06177, over 18859.31 utterances.], batch size: 113, lr: 4.06e-04
2022-08-25 07:48:19,588 INFO [train.py:927] (6/8) Epoch 9, batch 2100, giga_loss[loss=0.2024, simple_loss=0.2936, pruned_loss=0.05558, over 12238.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.02835, over 42.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.304, pruned_loss=0.06853, over 2473435.60 frames. utt_duration=572.8 frames, utt_pad_proportion=0.06248, over 17317.61 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.292, pruned_loss=0.05867, over 1661511.16 frames. utt_duration=1227 frames, utt_pad_proportion=0.06569, over 5424.88 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.306, pruned_loss=0.07034, over 2474094.60 frames. utt_duration=525.3 frames, utt_pad_proportion=0.06222, over 18894.63 utterances.], batch size: 42, lr: 4.06e-04
2022-08-25 07:50:01,568 INFO [train.py:927] (6/8) Epoch 9, batch 2150, giga_loss[loss=0.1866, simple_loss=0.2768, pruned_loss=0.04815, over 12258.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02851, over 54.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.303, pruned_loss=0.06919, over 2471849.61 frames. utt_duration=572.1 frames, utt_pad_proportion=0.07001, over 17328.67 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2921, pruned_loss=0.0588, over 1681510.97 frames. utt_duration=1216 frames, utt_pad_proportion=0.06936, over 5538.48 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3047, pruned_loss=0.07078, over 2472447.84 frames. utt_duration=528.9 frames, utt_pad_proportion=0.06829, over 18750.15 utterances.], batch size: 54, lr: 4.06e-04
2022-08-25 07:51:43,827 INFO [train.py:927] (6/8) Epoch 9, batch 2200, giga_loss[loss=0.2199, simple_loss=0.3093, pruned_loss=0.06528, over 12464.00 frames. utt_duration=543.3 frames, utt_pad_proportion=0.03148, over 92.00 utterances.], tot_loss[loss=0.2209, simple_loss=0.3029, pruned_loss=0.06944, over 2472478.18 frames. utt_duration=592.1 frames, utt_pad_proportion=0.06807, over 16744.90 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.292, pruned_loss=0.0586, over 1697404.88 frames. utt_duration=1215 frames, utt_pad_proportion=0.06898, over 5595.04 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.3045, pruned_loss=0.071, over 2472769.92 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06689, over 18025.47 utterances.], batch size: 92, lr: 4.06e-04
2022-08-25 07:53:25,931 INFO [train.py:927] (6/8) Epoch 9, batch 2250, giga_loss[loss=0.1907, simple_loss=0.281, pruned_loss=0.0502, over 12375.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02785, over 66.00 utterances.], tot_loss[loss=0.2218, simple_loss=0.3041, pruned_loss=0.06976, over 2471752.92 frames. utt_duration=592.4 frames, utt_pad_proportion=0.06439, over 16732.51 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2925, pruned_loss=0.05876, over 1712798.35 frames. utt_duration=1216 frames, utt_pad_proportion=0.06805, over 5640.00 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3053, pruned_loss=0.07109, over 2471972.85 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06391, over 17899.22 utterances.], batch size: 66, lr: 4.06e-04
2022-08-25 07:55:09,789 INFO [train.py:927] (6/8) Epoch 9, batch 2300, giga_loss[loss=0.2107, simple_loss=0.2932, pruned_loss=0.06411, over 12112.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03829, over 30.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3032, pruned_loss=0.0692, over 2471194.81 frames. utt_duration=612.2 frames, utt_pad_proportion=0.06343, over 16186.22 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2922, pruned_loss=0.05862, over 1735326.61 frames. utt_duration=1224 frames, utt_pad_proportion=0.06607, over 5677.50 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3046, pruned_loss=0.07065, over 2471302.43 frames. utt_duration=570.3 frames, utt_pad_proportion=0.06361, over 17378.57 utterances.], batch size: 30, lr: 4.06e-04
2022-08-25 07:56:54,031 INFO [train.py:927] (6/8) Epoch 9, batch 2350, giga_loss[loss=0.2092, simple_loss=0.2847, pruned_loss=0.06683, over 12336.00 frames. utt_duration=1098 frames, utt_pad_proportion=0.02591, over 45.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3018, pruned_loss=0.0688, over 2470735.73 frames. utt_duration=625.6 frames, utt_pad_proportion=0.06373, over 15835.71 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2921, pruned_loss=0.05836, over 1753489.12 frames. utt_duration=1233 frames, utt_pad_proportion=0.06443, over 5697.46 utterances.], giga_tot_loss[loss=0.222, simple_loss=0.3032, pruned_loss=0.07036, over 2470858.75 frames. utt_duration=583 frames, utt_pad_proportion=0.06432, over 16997.57 utterances.], batch size: 45, lr: 4.06e-04
2022-08-25 07:58:36,454 INFO [train.py:927] (6/8) Epoch 9, batch 2400, giga_loss[loss=0.2019, simple_loss=0.2825, pruned_loss=0.06063, over 12345.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03273, over 85.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3005, pruned_loss=0.06821, over 2472210.35 frames. utt_duration=623.1 frames, utt_pad_proportion=0.06294, over 15909.37 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2922, pruned_loss=0.05844, over 1764307.95 frames. utt_duration=1231 frames, utt_pad_proportion=0.06444, over 5740.93 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3016, pruned_loss=0.06951, over 2472219.38 frames. utt_duration=586 frames, utt_pad_proportion=0.06345, over 16918.45 utterances.], batch size: 85, lr: 4.06e-04
2022-08-25 08:00:18,364 INFO [train.py:927] (6/8) Epoch 9, batch 2450, giga_loss[loss=0.1776, simple_loss=0.263, pruned_loss=0.04611, over 12423.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03328, over 75.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.2989, pruned_loss=0.06763, over 2472212.67 frames. utt_duration=628.3 frames, utt_pad_proportion=0.06146, over 15777.40 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2928, pruned_loss=0.05876, over 1774777.01 frames. utt_duration=1233 frames, utt_pad_proportion=0.06336, over 5764.71 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.2996, pruned_loss=0.06859, over 2472300.66 frames. utt_duration=594.1 frames, utt_pad_proportion=0.06224, over 16687.08 utterances.], batch size: 75, lr: 4.06e-04
2022-08-25 08:02:00,710 INFO [train.py:927] (6/8) Epoch 9, batch 2500, giga_loss[loss=0.212, simple_loss=0.2884, pruned_loss=0.06775, over 12370.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.041, over 113.00 utterances.], tot_loss[loss=0.2144, simple_loss=0.2961, pruned_loss=0.06635, over 2471386.27 frames. utt_duration=629.2 frames, utt_pad_proportion=0.05811, over 15749.63 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2939, pruned_loss=0.0589, over 1781663.79 frames. utt_duration=1234 frames, utt_pad_proportion=0.06268, over 5780.00 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.296, pruned_loss=0.06709, over 2471508.56 frames. utt_duration=599.4 frames, utt_pad_proportion=0.05907, over 16534.39 utterances.], batch size: 113, lr: 4.06e-04
2022-08-25 08:03:45,857 INFO [train.py:927] (6/8) Epoch 9, batch 2550, giga_loss[loss=0.1843, simple_loss=0.272, pruned_loss=0.0483, over 12277.00 frames. utt_duration=964.6 frames, utt_pad_proportion=0.03826, over 51.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2941, pruned_loss=0.06496, over 2471477.30 frames. utt_duration=619 frames, utt_pad_proportion=0.0578, over 16008.95 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2949, pruned_loss=0.05884, over 1798849.73 frames. utt_duration=1244 frames, utt_pad_proportion=0.06119, over 5793.33 utterances.], giga_tot_loss[loss=0.2125, simple_loss=0.2934, pruned_loss=0.06574, over 2471485.86 frames. utt_duration=588.3 frames, utt_pad_proportion=0.05896, over 16847.22 utterances.], batch size: 51, lr: 4.06e-04
2022-08-25 08:05:28,011 INFO [train.py:927] (6/8) Epoch 9, batch 2600, giga_loss[loss=0.2028, simple_loss=0.2797, pruned_loss=0.06299, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02642, over 45.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.294, pruned_loss=0.06467, over 2471542.67 frames. utt_duration=600.2 frames, utt_pad_proportion=0.06085, over 16512.68 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2945, pruned_loss=0.05876, over 1811939.20 frames. utt_duration=1249 frames, utt_pad_proportion=0.06006, over 5809.44 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2938, pruned_loss=0.06545, over 2471776.58 frames. utt_duration=571.5 frames, utt_pad_proportion=0.06193, over 17344.75 utterances.], batch size: 45, lr: 4.06e-04
2022-08-25 08:07:09,194 INFO [train.py:927] (6/8) Epoch 9, batch 2650, libri_loss[loss=0.1799, simple_loss=0.2811, pruned_loss=0.0394, over 12467.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007179, over 37.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2938, pruned_loss=0.06359, over 2472155.08 frames. utt_duration=604.5 frames, utt_pad_proportion=0.05704, over 16400.35 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2942, pruned_loss=0.05854, over 1828301.64 frames. utt_duration=1255 frames, utt_pad_proportion=0.05854, over 5831.99 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2938, pruned_loss=0.06448, over 2472297.86 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05853, over 17288.71 utterances.], batch size: 37, lr: 4.05e-04
2022-08-25 08:08:50,155 INFO [train.py:927] (6/8) Epoch 9, batch 2700, giga_loss[loss=0.2101, simple_loss=0.2948, pruned_loss=0.06271, over 12334.00 frames. utt_duration=510.1 frames, utt_pad_proportion=0.03384, over 97.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2934, pruned_loss=0.06279, over 2472151.15 frames. utt_duration=585.3 frames, utt_pad_proportion=0.0626, over 16938.17 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2931, pruned_loss=0.05817, over 1862510.66 frames. utt_duration=1270 frames, utt_pad_proportion=0.05585, over 5875.14 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2941, pruned_loss=0.06402, over 2472610.17 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06423, over 18158.64 utterances.], batch size: 97, lr: 4.05e-04
2022-08-25 08:10:32,139 INFO [train.py:927] (6/8) Epoch 9, batch 2750, libri_loss[loss=0.1559, simple_loss=0.2436, pruned_loss=0.03411, over 12406.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007394, over 30.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.293, pruned_loss=0.06271, over 2472215.57 frames. utt_duration=588 frames, utt_pad_proportion=0.06543, over 16860.92 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2931, pruned_loss=0.05824, over 1883526.20 frames. utt_duration=1254 frames, utt_pad_proportion=0.06036, over 6015.82 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2936, pruned_loss=0.06382, over 2472620.10 frames. utt_duration=548.8 frames, utt_pad_proportion=0.06529, over 18069.79 utterances.], batch size: 30, lr: 4.05e-04
2022-08-25 08:12:15,260 INFO [train.py:927] (6/8) Epoch 9, batch 2800, giga_loss[loss=0.2212, simple_loss=0.298, pruned_loss=0.07216, over 12323.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02493, over 45.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2951, pruned_loss=0.06416, over 2472682.62 frames. utt_duration=575.6 frames, utt_pad_proportion=0.06459, over 17227.48 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.293, pruned_loss=0.05826, over 1895035.40 frames. utt_duration=1258 frames, utt_pad_proportion=0.05927, over 6034.33 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2957, pruned_loss=0.06514, over 2473183.68 frames. utt_duration=539.7 frames, utt_pad_proportion=0.06491, over 18379.53 utterances.], batch size: 45, lr: 4.05e-04
2022-08-25 08:13:57,855 INFO [train.py:927] (6/8) Epoch 9, batch 2850, giga_loss[loss=0.2377, simple_loss=0.3229, pruned_loss=0.07626, over 12354.00 frames. utt_duration=707.2 frames, utt_pad_proportion=0.02988, over 70.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2967, pruned_loss=0.0645, over 2472320.72 frames. utt_duration=605 frames, utt_pad_proportion=0.05885, over 16385.31 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2929, pruned_loss=0.05844, over 1906299.58 frames. utt_duration=1264 frames, utt_pad_proportion=0.05817, over 6041.59 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2973, pruned_loss=0.06526, over 2472880.26 frames. utt_duration=567.2 frames, utt_pad_proportion=0.05979, over 17486.86 utterances.], batch size: 70, lr: 4.05e-04
2022-08-25 08:15:40,596 INFO [train.py:927] (6/8) Epoch 9, batch 2900, giga_loss[loss=0.2162, simple_loss=0.3067, pruned_loss=0.06287, over 12386.00 frames. utt_duration=440 frames, utt_pad_proportion=0.03505, over 113.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2971, pruned_loss=0.0645, over 2472487.61 frames. utt_duration=614.2 frames, utt_pad_proportion=0.05746, over 16141.40 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2927, pruned_loss=0.05837, over 1917499.24 frames. utt_duration=1265 frames, utt_pad_proportion=0.05744, over 6070.67 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2978, pruned_loss=0.06525, over 2472956.13 frames. utt_duration=577.8 frames, utt_pad_proportion=0.0585, over 17164.77 utterances.], batch size: 113, lr: 4.05e-04
2022-08-25 08:17:21,427 INFO [train.py:927] (6/8) Epoch 9, batch 2950, giga_loss[loss=0.1986, simple_loss=0.2816, pruned_loss=0.05781, over 12208.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03218, over 42.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2976, pruned_loss=0.06462, over 2473024.88 frames. utt_duration=627 frames, utt_pad_proportion=0.05377, over 15814.73 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2927, pruned_loss=0.0584, over 1931205.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.0564, over 6107.70 utterances.], giga_tot_loss[loss=0.2145, simple_loss=0.2983, pruned_loss=0.06532, over 2473437.32 frames. utt_duration=589.9 frames, utt_pad_proportion=0.05513, over 16814.10 utterances.], batch size: 42, lr: 4.05e-04
2022-08-25 08:19:07,788 INFO [train.py:927] (6/8) Epoch 9, batch 3000, giga_loss[loss=0.2013, simple_loss=0.2808, pruned_loss=0.06092, over 12275.00 frames. utt_duration=910.8 frames, utt_pad_proportion=0.02695, over 54.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2959, pruned_loss=0.06412, over 2472817.55 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05642, over 16770.36 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2931, pruned_loss=0.05842, over 1936547.73 frames. utt_duration=1269 frames, utt_pad_proportion=0.05586, over 6112.62 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2961, pruned_loss=0.06471, over 2473195.18 frames. utt_duration=561.9 frames, utt_pad_proportion=0.05751, over 17651.70 utterances.], batch size: 54, lr: 4.05e-04
2022-08-25 08:19:07,790 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 08:19:21,838 INFO [train.py:967] (6/8) Epoch 9, validation: loss=0.1887, simple_loss=0.3004, pruned_loss=0.03847, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 08:21:01,245 INFO [train.py:927] (6/8) Epoch 9, batch 3050, giga_loss[loss=0.2078, simple_loss=0.2893, pruned_loss=0.06312, over 12358.00 frames. utt_duration=854 frames, utt_pad_proportion=0.03065, over 58.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2948, pruned_loss=0.06311, over 2473628.49 frames. utt_duration=593.7 frames, utt_pad_proportion=0.05661, over 16707.40 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2931, pruned_loss=0.05859, over 1952609.78 frames. utt_duration=1259 frames, utt_pad_proportion=0.0597, over 6212.56 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.295, pruned_loss=0.0636, over 2473769.63 frames. utt_duration=563.5 frames, utt_pad_proportion=0.05629, over 17606.57 utterances.], batch size: 58, lr: 4.05e-04
2022-08-25 08:22:40,386 INFO [train.py:927] (6/8) Epoch 9, batch 3100, giga_loss[loss=0.2176, simple_loss=0.2991, pruned_loss=0.068, over 12458.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03607, over 105.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2982, pruned_loss=0.06492, over 2474451.51 frames. utt_duration=574.4 frames, utt_pad_proportion=0.05682, over 17276.16 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2937, pruned_loss=0.05887, over 1965367.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.06041, over 6306.60 utterances.], giga_tot_loss[loss=0.2143, simple_loss=0.2981, pruned_loss=0.06524, over 2474696.25 frames. utt_duration=547 frames, utt_pad_proportion=0.05631, over 18145.92 utterances.], batch size: 105, lr: 4.05e-04
2022-08-25 08:24:19,875 INFO [train.py:927] (6/8) Epoch 9, batch 3150, giga_loss[loss=0.2305, simple_loss=0.3095, pruned_loss=0.07572, over 12383.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.213, simple_loss=0.2966, pruned_loss=0.06466, over 2474586.67 frames. utt_duration=574.2 frames, utt_pad_proportion=0.05575, over 17283.15 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.0589, over 1975322.80 frames. utt_duration=1251 frames, utt_pad_proportion=0.05927, over 6321.34 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2965, pruned_loss=0.065, over 2474913.41 frames. utt_duration=546.8 frames, utt_pad_proportion=0.05572, over 18155.25 utterances.], batch size: 161, lr: 4.05e-04
2022-08-25 08:25:58,722 INFO [train.py:927] (6/8) Epoch 9, batch 3200, giga_loss[loss=0.1973, simple_loss=0.2768, pruned_loss=0.05884, over 12452.00 frames. utt_duration=804.8 frames, utt_pad_proportion=0.02566, over 62.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2946, pruned_loss=0.06477, over 2474213.29 frames. utt_duration=578.1 frames, utt_pad_proportion=0.05373, over 17163.90 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2938, pruned_loss=0.05886, over 1982650.72 frames. utt_duration=1255 frames, utt_pad_proportion=0.05844, over 6326.46 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2945, pruned_loss=0.06514, over 2474578.51 frames. utt_duration=551.8 frames, utt_pad_proportion=0.05401, over 17987.61 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:27:40,877 INFO [train.py:927] (6/8) Epoch 9, batch 3250, giga_loss[loss=0.189, simple_loss=0.2795, pruned_loss=0.04926, over 12371.00 frames. utt_duration=799.7 frames, utt_pad_proportion=0.03071, over 62.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2912, pruned_loss=0.06322, over 2474567.62 frames. utt_duration=593.6 frames, utt_pad_proportion=0.05029, over 16717.67 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2933, pruned_loss=0.05861, over 1994754.23 frames. utt_duration=1264 frames, utt_pad_proportion=0.05721, over 6322.33 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2915, pruned_loss=0.06382, over 2474908.11 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05103, over 17625.70 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:29:21,651 INFO [train.py:927] (6/8) Epoch 9, batch 3300, giga_loss[loss=0.2286, simple_loss=0.3125, pruned_loss=0.07235, over 12320.00 frames. utt_duration=796.6 frames, utt_pad_proportion=0.03447, over 62.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2873, pruned_loss=0.06189, over 2474598.86 frames. utt_duration=585.6 frames, utt_pad_proportion=0.05276, over 16945.23 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.293, pruned_loss=0.05864, over 2004031.05 frames. utt_duration=1267 frames, utt_pad_proportion=0.05632, over 6335.88 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2877, pruned_loss=0.06242, over 2475067.57 frames. utt_duration=556.6 frames, utt_pad_proportion=0.05345, over 17834.51 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:31:03,308 INFO [train.py:927] (6/8) Epoch 9, batch 3350, giga_loss[loss=0.2129, simple_loss=0.2988, pruned_loss=0.06352, over 12439.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03027, over 80.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2876, pruned_loss=0.06165, over 2474934.81 frames. utt_duration=590.3 frames, utt_pad_proportion=0.05145, over 16814.71 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2933, pruned_loss=0.05887, over 2015716.47 frames. utt_duration=1265 frames, utt_pad_proportion=0.05588, over 6381.75 utterances.], giga_tot_loss[loss=0.2057, simple_loss=0.2875, pruned_loss=0.06196, over 2475268.89 frames. utt_duration=559.9 frames, utt_pad_proportion=0.05219, over 17732.80 utterances.], batch size: 80, lr: 4.05e-04
2022-08-25 08:32:44,602 INFO [train.py:927] (6/8) Epoch 9, batch 3400, giga_loss[loss=0.2197, simple_loss=0.3044, pruned_loss=0.0675, over 12328.00 frames. utt_duration=581.9 frames, utt_pad_proportion=0.03338, over 85.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2903, pruned_loss=0.063, over 2474182.78 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05862, over 17934.59 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2933, pruned_loss=0.05893, over 2022118.47 frames. utt_duration=1268 frames, utt_pad_proportion=0.05513, over 6385.03 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2902, pruned_loss=0.06325, over 2474855.81 frames. utt_duration=527.9 frames, utt_pad_proportion=0.0591, over 18806.80 utterances.], batch size: 85, lr: 4.05e-04
2022-08-25 08:34:26,166 INFO [train.py:927] (6/8) Epoch 9, batch 3450, giga_loss[loss=0.1941, simple_loss=0.28, pruned_loss=0.0541, over 12383.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.03083, over 62.00 utterances.], tot_loss[loss=0.2105, simple_loss=0.2932, pruned_loss=0.06387, over 2473659.58 frames. utt_duration=555.4 frames, utt_pad_proportion=0.05752, over 17863.47 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2938, pruned_loss=0.05922, over 2035170.64 frames. utt_duration=1266 frames, utt_pad_proportion=0.0546, over 6438.91 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2926, pruned_loss=0.06396, over 2474470.80 frames. utt_duration=527.2 frames, utt_pad_proportion=0.05816, over 18826.80 utterances.], batch size: 62, lr: 4.05e-04
2022-08-25 08:36:12,556 INFO [train.py:927] (6/8) Epoch 9, batch 3500, giga_loss[loss=0.2515, simple_loss=0.329, pruned_loss=0.08694, over 12413.00 frames. utt_duration=904.4 frames, utt_pad_proportion=0.03171, over 55.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.2987, pruned_loss=0.06807, over 2473869.67 frames. utt_duration=546.2 frames, utt_pad_proportion=0.06494, over 18165.99 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2945, pruned_loss=0.05979, over 2054221.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.06203, over 6609.39 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.2978, pruned_loss=0.06792, over 2474788.95 frames. utt_duration=515.7 frames, utt_pad_proportion=0.06295, over 19251.73 utterances.], batch size: 55, lr: 4.05e-04
2022-08-25 08:37:54,399 INFO [train.py:927] (6/8) Epoch 9, batch 3550, giga_loss[loss=0.231, simple_loss=0.316, pruned_loss=0.07303, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02637, over 48.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3055, pruned_loss=0.07236, over 2473108.43 frames. utt_duration=552.7 frames, utt_pad_proportion=0.06096, over 17946.43 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2947, pruned_loss=0.05989, over 2060025.58 frames. utt_duration=1249 frames, utt_pad_proportion=0.06128, over 6603.30 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3048, pruned_loss=0.07233, over 2474261.46 frames. utt_duration=523.1 frames, utt_pad_proportion=0.05981, over 18972.37 utterances.], batch size: 48, lr: 4.05e-04
2022-08-25 08:39:40,754 INFO [train.py:927] (6/8) Epoch 9, batch 3600, libri_loss[loss=0.2417, simple_loss=0.3277, pruned_loss=0.07779, over 12397.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007933, over 38.00 utterances.], tot_loss[loss=0.2339, simple_loss=0.3125, pruned_loss=0.07765, over 2473531.13 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06411, over 18332.33 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2946, pruned_loss=0.05989, over 2068107.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.06019, over 6605.25 utterances.], giga_tot_loss[loss=0.2339, simple_loss=0.3121, pruned_loss=0.07787, over 2474549.87 frames. utt_duration=513.2 frames, utt_pad_proportion=0.06337, over 19343.89 utterances.], batch size: 38, lr: 4.05e-04
2022-08-25 08:41:25,448 INFO [train.py:927] (6/8) Epoch 9, batch 3650, giga_loss[loss=0.355, simple_loss=0.3995, pruned_loss=0.1553, over 12354.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09956, over 256.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.319, pruned_loss=0.08272, over 2474049.75 frames. utt_duration=512.2 frames, utt_pad_proportion=0.07458, over 19378.09 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2955, pruned_loss=0.06047, over 2085805.71 frames. utt_duration=1228 frames, utt_pad_proportion=0.06805, over 6802.57 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3189, pruned_loss=0.08327, over 2475076.32 frames. utt_duration=483.9 frames, utt_pad_proportion=0.07127, over 20523.31 utterances.], batch size: 256, lr: 4.05e-04
2022-08-25 08:43:12,275 INFO [train.py:927] (6/8) Epoch 9, batch 3700, giga_loss[loss=0.2389, simple_loss=0.3129, pruned_loss=0.08242, over 12449.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03345, over 105.00 utterances.], tot_loss[loss=0.2464, simple_loss=0.3217, pruned_loss=0.08556, over 2474289.54 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07913, over 20451.05 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.295, pruned_loss=0.0601, over 2098981.28 frames. utt_duration=1236 frames, utt_pad_proportion=0.06597, over 6802.55 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3227, pruned_loss=0.08698, over 2475299.25 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07704, over 21770.07 utterances.], batch size: 105, lr: 4.04e-04
2022-08-25 08:44:59,235 INFO [train.py:927] (6/8) Epoch 9, batch 3750, libri_loss[loss=0.2293, simple_loss=0.3178, pruned_loss=0.07042, over 12291.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.06697, over 51.00 utterances.], tot_loss[loss=0.2523, simple_loss=0.3263, pruned_loss=0.08908, over 2473822.82 frames. utt_duration=479 frames, utt_pad_proportion=0.07975, over 20722.45 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2956, pruned_loss=0.06036, over 2111849.23 frames. utt_duration=1235 frames, utt_pad_proportion=0.06456, over 6846.76 utterances.], giga_tot_loss[loss=0.2547, simple_loss=0.3276, pruned_loss=0.09092, over 2474705.93 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07861, over 22191.38 utterances.], batch size: 51, lr: 4.04e-04
2022-08-25 08:46:48,319 INFO [train.py:927] (6/8) Epoch 9, batch 3800, giga_loss[loss=0.344, simple_loss=0.3801, pruned_loss=0.154, over 12349.00 frames. utt_duration=133.4 frames, utt_pad_proportion=0.2155, over 374.00 utterances.], tot_loss[loss=0.2539, simple_loss=0.3273, pruned_loss=0.09025, over 2473654.19 frames. utt_duration=477.4 frames, utt_pad_proportion=0.08145, over 20790.14 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2954, pruned_loss=0.06015, over 2125795.28 frames. utt_duration=1237 frames, utt_pad_proportion=0.06386, over 6881.91 utterances.], giga_tot_loss[loss=0.2577, simple_loss=0.3296, pruned_loss=0.09292, over 2474636.65 frames. utt_duration=442.7 frames, utt_pad_proportion=0.08077, over 22432.12 utterances.], batch size: 374, lr: 4.04e-04
2022-08-25 08:48:34,154 INFO [train.py:927] (6/8) Epoch 9, batch 3850, giga_loss[loss=0.2414, simple_loss=0.3271, pruned_loss=0.07782, over 12428.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03663, over 105.00 utterances.], tot_loss[loss=0.2566, simple_loss=0.3288, pruned_loss=0.09214, over 2473854.61 frames. utt_duration=448.5 frames, utt_pad_proportion=0.08808, over 22133.99 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2953, pruned_loss=0.06008, over 2127306.30 frames. utt_duration=1238 frames, utt_pad_proportion=0.06359, over 6879.50 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3309, pruned_loss=0.09444, over 2474845.93 frames. utt_duration=422.8 frames, utt_pad_proportion=0.08731, over 23493.15 utterances.], batch size: 105, lr: 4.04e-04
2022-08-25 08:50:17,061 INFO [train.py:927] (6/8) Epoch 9, batch 3900, giga_loss[loss=0.2825, simple_loss=0.361, pruned_loss=0.102, over 12434.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04183, over 114.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3298, pruned_loss=0.09215, over 2474687.63 frames. utt_duration=455.6 frames, utt_pad_proportion=0.08392, over 21795.62 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2954, pruned_loss=0.0603, over 2137541.99 frames. utt_duration=1244 frames, utt_pad_proportion=0.06193, over 6883.03 utterances.], giga_tot_loss[loss=0.2608, simple_loss=0.3322, pruned_loss=0.09469, over 2475525.96 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08418, over 23294.55 utterances.], batch size: 114, lr: 4.04e-04
2022-08-25 08:52:04,911 INFO [train.py:927] (6/8) Epoch 9, batch 3950, giga_loss[loss=0.3408, simple_loss=0.3864, pruned_loss=0.1476, over 12355.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1876, over 364.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3299, pruned_loss=0.09203, over 2474527.26 frames. utt_duration=429.4 frames, utt_pad_proportion=0.09125, over 23131.71 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2956, pruned_loss=0.06037, over 2144158.35 frames. utt_duration=1247 frames, utt_pad_proportion=0.06085, over 6886.34 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3323, pruned_loss=0.09457, over 2475268.90 frames. utt_duration=403.9 frames, utt_pad_proportion=0.09148, over 24604.76 utterances.], batch size: 364, lr: 4.04e-04
2022-08-25 08:53:53,393 INFO [train.py:927] (6/8) Epoch 9, batch 4000, giga_loss[loss=0.2404, simple_loss=0.3198, pruned_loss=0.08046, over 12389.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.074, over 212.00 utterances.], tot_loss[loss=0.2533, simple_loss=0.328, pruned_loss=0.08929, over 2474177.09 frames. utt_duration=437.2 frames, utt_pad_proportion=0.08406, over 22714.10 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2956, pruned_loss=0.06035, over 2147464.70 frames. utt_duration=1248 frames, utt_pad_proportion=0.06033, over 6889.44 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3301, pruned_loss=0.09156, over 2474750.99 frames. utt_duration=413.9 frames, utt_pad_proportion=0.08481, over 24003.18 utterances.], batch size: 212, lr: 4.04e-04
2022-08-25 08:55:35,936 INFO [train.py:927] (6/8) Epoch 9, batch 4050, giga_loss[loss=0.2246, simple_loss=0.3053, pruned_loss=0.07198, over 12257.00 frames. utt_duration=909.3 frames, utt_pad_proportion=0.02855, over 54.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3249, pruned_loss=0.08688, over 2474148.85 frames. utt_duration=452.5 frames, utt_pad_proportion=0.08074, over 21940.27 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2953, pruned_loss=0.06015, over 2161522.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.06332, over 6977.12 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3281, pruned_loss=0.09001, over 2474922.06 frames. utt_duration=422 frames, utt_pad_proportion=0.08099, over 23538.75 utterances.], batch size: 54, lr: 4.04e-04
2022-08-25 08:57:25,132 INFO [train.py:927] (6/8) Epoch 9, batch 4100, giga_loss[loss=0.2348, simple_loss=0.3212, pruned_loss=0.07425, over 12399.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03336, over 80.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3235, pruned_loss=0.08567, over 2474245.11 frames. utt_duration=466.3 frames, utt_pad_proportion=0.08089, over 21290.42 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2954, pruned_loss=0.0602, over 2169081.31 frames. utt_duration=1245 frames, utt_pad_proportion=0.06202, over 6977.81 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3267, pruned_loss=0.08871, over 2475005.89 frames. utt_duration=433.9 frames, utt_pad_proportion=0.08157, over 22895.16 utterances.], batch size: 80, lr: 4.04e-04
2022-08-25 08:59:17,389 INFO [train.py:927] (6/8) Epoch 9, batch 4150, giga_loss[loss=0.2478, simple_loss=0.3409, pruned_loss=0.07733, over 12445.00 frames. utt_duration=438.2 frames, utt_pad_proportion=0.03899, over 114.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3221, pruned_loss=0.08351, over 2475259.64 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07922, over 21248.30 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2955, pruned_loss=0.06025, over 2176738.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.06061, over 6985.26 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3252, pruned_loss=0.08642, over 2475810.95 frames. utt_duration=435.3 frames, utt_pad_proportion=0.08036, over 22823.82 utterances.], batch size: 114, lr: 4.04e-04
2022-08-25 09:01:02,925 INFO [train.py:927] (6/8) Epoch 9, batch 4200, giga_loss[loss=0.2151, simple_loss=0.3006, pruned_loss=0.06476, over 12145.00 frames. utt_duration=1621 frames, utt_pad_proportion=0.0354, over 30.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3228, pruned_loss=0.08251, over 2474342.74 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07986, over 20664.59 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2962, pruned_loss=0.06059, over 2186774.29 frames. utt_duration=1239 frames, utt_pad_proportion=0.0628, over 7067.47 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3255, pruned_loss=0.08529, over 2475006.08 frames. utt_duration=445.4 frames, utt_pad_proportion=0.0805, over 22298.03 utterances.], batch size: 30, lr: 4.04e-04
2022-08-25 09:02:47,794 INFO [train.py:927] (6/8) Epoch 9, batch 4250, giga_loss[loss=0.2598, simple_loss=0.335, pruned_loss=0.0923, over 12428.00 frames. utt_duration=273 frames, utt_pad_proportion=0.06171, over 183.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3212, pruned_loss=0.08164, over 2473975.70 frames. utt_duration=485.9 frames, utt_pad_proportion=0.07777, over 20426.83 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2961, pruned_loss=0.06061, over 2195988.74 frames. utt_duration=1244 frames, utt_pad_proportion=0.06132, over 7067.76 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3243, pruned_loss=0.08454, over 2475143.12 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07906, over 22164.94 utterances.], batch size: 183, lr: 4.04e-04
2022-08-25 09:04:34,563 INFO [train.py:927] (6/8) Epoch 9, batch 4300, giga_loss[loss=0.2074, simple_loss=0.2889, pruned_loss=0.06294, over 12337.00 frames. utt_duration=1030 frames, utt_pad_proportion=0.02776, over 48.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.319, pruned_loss=0.08129, over 2473895.94 frames. utt_duration=501.7 frames, utt_pad_proportion=0.07753, over 19781.48 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2963, pruned_loss=0.06082, over 2206504.16 frames. utt_duration=1237 frames, utt_pad_proportion=0.06348, over 7143.36 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3222, pruned_loss=0.08419, over 2475197.88 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07825, over 21584.14 utterances.], batch size: 48, lr: 4.04e-04
2022-08-25 09:06:23,645 INFO [train.py:927] (6/8) Epoch 9, batch 4350, giga_loss[loss=0.2295, simple_loss=0.3122, pruned_loss=0.07336, over 12411.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.03526, over 113.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3172, pruned_loss=0.07963, over 2474046.33 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07271, over 19426.53 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2962, pruned_loss=0.06092, over 2213169.49 frames. utt_duration=1243 frames, utt_pad_proportion=0.06217, over 7130.89 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3203, pruned_loss=0.08232, over 2475029.20 frames. utt_duration=469.1 frames, utt_pad_proportion=0.07414, over 21167.57 utterances.], batch size: 113, lr: 4.04e-04
2022-08-25 09:08:10,752 INFO [train.py:927] (6/8) Epoch 9, batch 4400, libri_loss[loss=0.2182, simple_loss=0.3125, pruned_loss=0.06197, over 12448.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01468, over 40.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3175, pruned_loss=0.07903, over 2474459.95 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06703, over 18787.46 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2964, pruned_loss=0.06097, over 2217082.38 frames. utt_duration=1244 frames, utt_pad_proportion=0.06137, over 7137.89 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.32, pruned_loss=0.08136, over 2475208.60 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06889, over 20314.65 utterances.], batch size: 40, lr: 4.04e-04
2022-08-25 09:09:59,839 INFO [train.py:927] (6/8) Epoch 9, batch 4450, giga_loss[loss=0.252, simple_loss=0.3291, pruned_loss=0.08743, over 12361.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03401, over 122.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3163, pruned_loss=0.07862, over 2473852.29 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06537, over 18625.59 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2966, pruned_loss=0.06105, over 2224329.67 frames. utt_duration=1247 frames, utt_pad_proportion=0.05991, over 7144.83 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3187, pruned_loss=0.08089, over 2474777.41 frames. utt_duration=492.7 frames, utt_pad_proportion=0.06751, over 20151.81 utterances.], batch size: 122, lr: 4.04e-04
2022-08-25 09:11:48,093 INFO [train.py:927] (6/8) Epoch 9, batch 4500, libri_loss[loss=0.1847, simple_loss=0.2715, pruned_loss=0.04898, over 12240.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005136, over 31.00 utterances.], tot_loss[loss=0.237, simple_loss=0.3156, pruned_loss=0.07923, over 2474577.42 frames. utt_duration=526.5 frames, utt_pad_proportion=0.06399, over 18852.75 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2964, pruned_loss=0.06101, over 2229240.27 frames. utt_duration=1251 frames, utt_pad_proportion=0.05895, over 7136.94 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3181, pruned_loss=0.0814, over 2475373.25 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06608, over 20283.84 utterances.], batch size: 31, lr: 4.04e-04
2022-08-25 09:13:33,360 INFO [train.py:927] (6/8) Epoch 9, batch 4550, giga_loss[loss=0.1989, simple_loss=0.2821, pruned_loss=0.05778, over 12362.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.05403, over 34.00 utterances.], tot_loss[loss=0.2367, simple_loss=0.3147, pruned_loss=0.07934, over 2474575.00 frames. utt_duration=502.4 frames, utt_pad_proportion=0.06954, over 19758.98 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2968, pruned_loss=0.06109, over 2231589.47 frames. utt_duration=1250 frames, utt_pad_proportion=0.05881, over 7148.59 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3165, pruned_loss=0.08115, over 2475281.95 frames. utt_duration=473.2 frames, utt_pad_proportion=0.0709, over 20986.96 utterances.], batch size: 34, lr: 4.04e-04
2022-08-25 09:15:19,505 INFO [train.py:927] (6/8) Epoch 9, batch 4600, giga_loss[loss=0.2588, simple_loss=0.3332, pruned_loss=0.09217, over 12428.00 frames. utt_duration=437.7 frames, utt_pad_proportion=0.04438, over 114.00 utterances.], tot_loss[loss=0.2369, simple_loss=0.3148, pruned_loss=0.07948, over 2474238.11 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06904, over 19288.78 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2972, pruned_loss=0.06117, over 2238370.61 frames. utt_duration=1238 frames, utt_pad_proportion=0.06264, over 7239.10 utterances.], giga_tot_loss[loss=0.2396, simple_loss=0.3164, pruned_loss=0.08137, over 2475165.81 frames. utt_duration=483.7 frames, utt_pad_proportion=0.06899, over 20529.22 utterances.], batch size: 114, lr: 4.04e-04
2022-08-25 09:17:06,868 INFO [train.py:927] (6/8) Epoch 9, batch 4650, giga_loss[loss=0.2654, simple_loss=0.3343, pruned_loss=0.09827, over 12400.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05643, over 162.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3146, pruned_loss=0.07911, over 2473978.80 frames. utt_duration=512.9 frames, utt_pad_proportion=0.06795, over 19347.35 utterances.], libri_tot_loss[loss=0.2092, simple_loss=0.2966, pruned_loss=0.06093, over 2242692.43 frames. utt_duration=1244 frames, utt_pad_proportion=0.06166, over 7222.47 utterances.], giga_tot_loss[loss=0.2394, simple_loss=0.3166, pruned_loss=0.08112, over 2475018.59 frames. utt_duration=483 frames, utt_pad_proportion=0.06828, over 20556.71 utterances.], batch size: 162, lr: 4.04e-04
2022-08-25 09:18:54,769 INFO [train.py:927] (6/8) Epoch 9, batch 4700, giga_loss[loss=0.268, simple_loss=0.3452, pruned_loss=0.0954, over 12397.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02605, over 91.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3154, pruned_loss=0.0796, over 2474971.70 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06786, over 19521.37 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2964, pruned_loss=0.06074, over 2246107.58 frames. utt_duration=1246 frames, utt_pad_proportion=0.06108, over 7218.21 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3174, pruned_loss=0.08156, over 2475826.22 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06835, over 20636.55 utterances.], batch size: 91, lr: 4.04e-04
2022-08-25 09:20:42,245 INFO [train.py:927] (6/8) Epoch 9, batch 4750, giga_loss[loss=0.2404, simple_loss=0.3171, pruned_loss=0.08188, over 12458.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.03101, over 75.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.318, pruned_loss=0.0829, over 2474850.16 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07145, over 20535.52 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2965, pruned_loss=0.06074, over 2249505.76 frames. utt_duration=1248 frames, utt_pad_proportion=0.0603, over 7216.90 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3198, pruned_loss=0.08476, over 2475543.53 frames. utt_duration=459.8 frames, utt_pad_proportion=0.07196, over 21604.63 utterances.], batch size: 75, lr: 4.03e-04
2022-08-25 09:22:26,439 INFO [train.py:927] (6/8) Epoch 9, batch 4800, giga_loss[loss=0.2151, simple_loss=0.2961, pruned_loss=0.06712, over 12425.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03867, over 105.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3184, pruned_loss=0.08432, over 2474465.66 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07069, over 20673.07 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2962, pruned_loss=0.06055, over 2252721.50 frames. utt_duration=1251 frames, utt_pad_proportion=0.05959, over 7211.64 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3204, pruned_loss=0.08628, over 2475158.88 frames. utt_duration=457.4 frames, utt_pad_proportion=0.0714, over 21713.36 utterances.], batch size: 105, lr: 4.03e-04
2022-08-25 09:24:10,640 INFO [train.py:927] (6/8) Epoch 9, batch 4850, giga_loss[loss=0.2409, simple_loss=0.3267, pruned_loss=0.07758, over 12371.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.02735, over 85.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3183, pruned_loss=0.08391, over 2474244.33 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07298, over 21251.39 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2961, pruned_loss=0.06048, over 2255806.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.05926, over 7216.33 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3202, pruned_loss=0.08585, over 2475011.20 frames. utt_duration=446.1 frames, utt_pad_proportion=0.07359, over 22262.96 utterances.], batch size: 85, lr: 4.03e-04
2022-08-25 09:25:57,681 INFO [train.py:927] (6/8) Epoch 9, batch 4900, giga_loss[loss=0.2087, simple_loss=0.2959, pruned_loss=0.06074, over 12414.00 frames. utt_duration=753.7 frames, utt_pad_proportion=0.02242, over 66.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3169, pruned_loss=0.08199, over 2474660.72 frames. utt_duration=466 frames, utt_pad_proportion=0.07116, over 21307.46 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.296, pruned_loss=0.06047, over 2258017.27 frames. utt_duration=1255 frames, utt_pad_proportion=0.05879, over 7208.20 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3187, pruned_loss=0.08372, over 2475237.60 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07189, over 22242.60 utterances.], batch size: 66, lr: 4.03e-04
2022-08-25 09:27:47,829 INFO [train.py:927] (6/8) Epoch 9, batch 4950, giga_loss[loss=0.2833, simple_loss=0.3502, pruned_loss=0.1082, over 12432.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03105, over 80.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3157, pruned_loss=0.08211, over 2474806.54 frames. utt_duration=456.2 frames, utt_pad_proportion=0.07443, over 21770.26 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2963, pruned_loss=0.06053, over 2261180.90 frames. utt_duration=1254 frames, utt_pad_proportion=0.05837, over 7223.93 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3172, pruned_loss=0.08372, over 2475325.85 frames. utt_duration=437.8 frames, utt_pad_proportion=0.07507, over 22693.58 utterances.], batch size: 80, lr: 4.03e-04
2022-08-25 09:29:40,163 INFO [train.py:927] (6/8) Epoch 9, batch 5000, giga_loss[loss=0.2853, simple_loss=0.3483, pruned_loss=0.1111, over 12414.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.0722, over 212.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.317, pruned_loss=0.08241, over 2474576.36 frames. utt_duration=466.5 frames, utt_pad_proportion=0.07133, over 21284.37 utterances.], libri_tot_loss[loss=0.2086, simple_loss=0.2961, pruned_loss=0.06056, over 2267956.18 frames. utt_duration=1256 frames, utt_pad_proportion=0.05783, over 7230.82 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.319, pruned_loss=0.08435, over 2475529.38 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07228, over 22454.90 utterances.], batch size: 212, lr: 4.03e-04
2022-08-25 09:31:28,474 INFO [train.py:927] (6/8) Epoch 9, batch 5050, libri_loss[loss=0.2418, simple_loss=0.3246, pruned_loss=0.07953, over 12455.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.0101, over 39.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.32, pruned_loss=0.0823, over 2475075.76 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07413, over 21705.91 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2966, pruned_loss=0.06082, over 2271913.22 frames. utt_duration=1246 frames, utt_pad_proportion=0.06083, over 7304.88 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3215, pruned_loss=0.084, over 2475939.73 frames. utt_duration=435.4 frames, utt_pad_proportion=0.0739, over 22821.53 utterances.], batch size: 39, lr: 4.03e-04
2022-08-25 09:33:12,478 INFO [train.py:927] (6/8) Epoch 9, batch 5100, giga_loss[loss=0.2273, simple_loss=0.3236, pruned_loss=0.06551, over 12314.00 frames. utt_duration=666.9 frames, utt_pad_proportion=0.02925, over 74.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3207, pruned_loss=0.08277, over 2475499.15 frames. utt_duration=480.8 frames, utt_pad_proportion=0.07061, over 20656.59 utterances.], libri_tot_loss[loss=0.2088, simple_loss=0.2963, pruned_loss=0.06069, over 2279866.64 frames. utt_duration=1241 frames, utt_pad_proportion=0.06395, over 7357.53 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3231, pruned_loss=0.08503, over 2476231.07 frames. utt_duration=451.5 frames, utt_pad_proportion=0.06986, over 22006.24 utterances.], batch size: 74, lr: 4.03e-04
2022-08-25 09:34:59,251 INFO [train.py:927] (6/8) Epoch 9, batch 5150, giga_loss[loss=0.2168, simple_loss=0.3035, pruned_loss=0.06499, over 12352.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.03794, over 113.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.322, pruned_loss=0.08376, over 2475079.89 frames. utt_duration=484.7 frames, utt_pad_proportion=0.0696, over 20485.61 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2975, pruned_loss=0.06108, over 2283631.89 frames. utt_duration=1228 frames, utt_pad_proportion=0.06758, over 7445.10 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3232, pruned_loss=0.08565, over 2475764.46 frames. utt_duration=457.3 frames, utt_pad_proportion=0.068, over 21725.14 utterances.], batch size: 113, lr: 4.03e-04
2022-08-25 09:36:44,959 INFO [train.py:927] (6/8) Epoch 9, batch 5200, giga_loss[loss=0.2509, simple_loss=0.3227, pruned_loss=0.0896, over 12409.00 frames. utt_duration=374.5 frames, utt_pad_proportion=0.03975, over 133.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.32, pruned_loss=0.08339, over 2474778.64 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06941, over 20167.03 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2978, pruned_loss=0.06126, over 2289266.88 frames. utt_duration=1233 frames, utt_pad_proportion=0.06586, over 7436.96 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3214, pruned_loss=0.08534, over 2475351.78 frames. utt_duration=461.7 frames, utt_pad_proportion=0.06871, over 21511.33 utterances.], batch size: 133, lr: 4.03e-04
2022-08-25 09:38:32,298 INFO [train.py:927] (6/8) Epoch 9, batch 5250, giga_loss[loss=0.2494, simple_loss=0.3315, pruned_loss=0.0836, over 12475.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02931, over 55.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3192, pruned_loss=0.08316, over 2474518.65 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06619, over 20034.81 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.298, pruned_loss=0.06142, over 2294903.68 frames. utt_duration=1238 frames, utt_pad_proportion=0.06396, over 7424.84 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3209, pruned_loss=0.0853, over 2475675.10 frames. utt_duration=461.4 frames, utt_pad_proportion=0.0664, over 21529.42 utterances.], batch size: 55, lr: 4.03e-04
2022-08-25 09:40:19,555 INFO [train.py:927] (6/8) Epoch 9, batch 5300, giga_loss[loss=0.2535, simple_loss=0.3297, pruned_loss=0.08864, over 12392.00 frames. utt_duration=404.4 frames, utt_pad_proportion=0.03713, over 123.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3186, pruned_loss=0.08362, over 2474726.00 frames. utt_duration=481.7 frames, utt_pad_proportion=0.07206, over 20611.21 utterances.], libri_tot_loss[loss=0.2101, simple_loss=0.2976, pruned_loss=0.06131, over 2300114.21 frames. utt_duration=1232 frames, utt_pad_proportion=0.06729, over 7475.29 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3208, pruned_loss=0.08599, over 2475750.42 frames. utt_duration=449.6 frames, utt_pad_proportion=0.071, over 22097.16 utterances.], batch size: 123, lr: 4.03e-04
2022-08-25 09:42:04,543 INFO [train.py:927] (6/8) Epoch 9, batch 5350, giga_loss[loss=0.2785, simple_loss=0.3526, pruned_loss=0.1022, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05067, over 162.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3173, pruned_loss=0.08266, over 2474615.09 frames. utt_duration=491.2 frames, utt_pad_proportion=0.0689, over 20212.30 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2973, pruned_loss=0.06118, over 2303449.00 frames. utt_duration=1236 frames, utt_pad_proportion=0.06619, over 7460.87 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3196, pruned_loss=0.08501, over 2475542.90 frames. utt_duration=459.5 frames, utt_pad_proportion=0.06857, over 21620.68 utterances.], batch size: 162, lr: 4.03e-04
2022-08-25 09:43:50,523 INFO [train.py:927] (6/8) Epoch 9, batch 5400, libri_loss[loss=0.1725, simple_loss=0.2579, pruned_loss=0.04356, over 12192.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008288, over 30.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3197, pruned_loss=0.08393, over 2473993.06 frames. utt_duration=475.9 frames, utt_pad_proportion=0.07237, over 20859.54 utterances.], libri_tot_loss[loss=0.2097, simple_loss=0.2974, pruned_loss=0.06099, over 2306488.66 frames. utt_duration=1240 frames, utt_pad_proportion=0.06513, over 7449.66 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3218, pruned_loss=0.0864, over 2475091.58 frames. utt_duration=446.5 frames, utt_pad_proportion=0.0723, over 22246.41 utterances.], batch size: 30, lr: 4.03e-04
2022-08-25 09:45:38,277 INFO [train.py:927] (6/8) Epoch 9, batch 5450, giga_loss[loss=0.2283, simple_loss=0.3255, pruned_loss=0.06553, over 12387.00 frames. utt_duration=709.3 frames, utt_pad_proportion=0.027, over 70.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3213, pruned_loss=0.08312, over 2473819.73 frames. utt_duration=485.7 frames, utt_pad_proportion=0.07001, over 20436.50 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2977, pruned_loss=0.06109, over 2308608.05 frames. utt_duration=1244 frames, utt_pad_proportion=0.0644, over 7433.02 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3231, pruned_loss=0.08529, over 2475029.30 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07034, over 21728.21 utterances.], batch size: 70, lr: 4.03e-04
2022-08-25 09:47:23,292 INFO [train.py:927] (6/8) Epoch 9, batch 5500, giga_loss[loss=0.3552, simple_loss=0.3945, pruned_loss=0.1579, over 12398.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1065, over 259.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3226, pruned_loss=0.08207, over 2474106.64 frames. utt_duration=500.9 frames, utt_pad_proportion=0.0683, over 19816.65 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2976, pruned_loss=0.06095, over 2311815.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.06432, over 7451.16 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3245, pruned_loss=0.08429, over 2475104.63 frames. utt_duration=471.8 frames, utt_pad_proportion=0.06871, over 21051.02 utterances.], batch size: 259, lr: 4.03e-04
2022-08-25 09:49:06,850 INFO [train.py:927] (6/8) Epoch 9, batch 5550, libri_loss[loss=0.211, simple_loss=0.2903, pruned_loss=0.06583, over 12232.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005806, over 31.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3254, pruned_loss=0.08536, over 2474632.18 frames. utt_duration=480.7 frames, utt_pad_proportion=0.06895, over 20655.32 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2969, pruned_loss=0.06063, over 2316144.20 frames. utt_duration=1250 frames, utt_pad_proportion=0.06307, over 7423.09 utterances.], giga_tot_loss[loss=0.2521, simple_loss=0.3282, pruned_loss=0.08803, over 2475879.07 frames. utt_duration=451.1 frames, utt_pad_proportion=0.06969, over 22025.81 utterances.], batch size: 31, lr: 4.03e-04
2022-08-25 09:50:52,381 INFO [train.py:927] (6/8) Epoch 9, batch 5600, giga_loss[loss=0.2228, simple_loss=0.3016, pruned_loss=0.07196, over 12428.00 frames. utt_duration=1464 frames, utt_pad_proportion=0.0396, over 34.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.325, pruned_loss=0.08592, over 2474020.94 frames. utt_duration=481.4 frames, utt_pad_proportion=0.06962, over 20618.35 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2967, pruned_loss=0.06057, over 2319310.98 frames. utt_duration=1254 frames, utt_pad_proportion=0.06207, over 7408.66 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.328, pruned_loss=0.08853, over 2475014.05 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07051, over 21949.47 utterances.], batch size: 34, lr: 4.03e-04
2022-08-25 09:52:36,674 INFO [train.py:927] (6/8) Epoch 9, batch 5650, giga_loss[loss=0.1973, simple_loss=0.2842, pruned_loss=0.05526, over 12408.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04498, over 31.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3231, pruned_loss=0.08295, over 2474013.10 frames. utt_duration=498.5 frames, utt_pad_proportion=0.06851, over 19912.03 utterances.], libri_tot_loss[loss=0.2091, simple_loss=0.2968, pruned_loss=0.06072, over 2324186.31 frames. utt_duration=1243 frames, utt_pad_proportion=0.06462, over 7487.13 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3263, pruned_loss=0.08568, over 2475237.56 frames. utt_duration=465.8 frames, utt_pad_proportion=0.06869, over 21324.00 utterances.], batch size: 31, lr: 4.03e-04
2022-08-25 09:54:23,002 INFO [train.py:927] (6/8) Epoch 9, batch 5700, giga_loss[loss=0.2701, simple_loss=0.3444, pruned_loss=0.09793, over 12416.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04261, over 146.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3251, pruned_loss=0.08397, over 2474122.07 frames. utt_duration=488.8 frames, utt_pad_proportion=0.06984, over 20306.27 utterances.], libri_tot_loss[loss=0.2094, simple_loss=0.2972, pruned_loss=0.06087, over 2328626.29 frames. utt_duration=1246 frames, utt_pad_proportion=0.06309, over 7485.47 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3281, pruned_loss=0.08663, over 2475111.50 frames. utt_duration=456.3 frames, utt_pad_proportion=0.07035, over 21766.09 utterances.], batch size: 146, lr: 4.03e-04
2022-08-25 09:56:05,423 INFO [train.py:927] (6/8) Epoch 9, batch 5750, giga_loss[loss=0.243, simple_loss=0.3253, pruned_loss=0.08033, over 12357.00 frames. utt_duration=798.9 frames, utt_pad_proportion=0.03279, over 62.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3241, pruned_loss=0.08384, over 2474763.36 frames. utt_duration=488.9 frames, utt_pad_proportion=0.06784, over 20308.81 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2968, pruned_loss=0.06058, over 2332480.33 frames. utt_duration=1252 frames, utt_pad_proportion=0.06187, over 7462.57 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3274, pruned_loss=0.08668, over 2475345.41 frames. utt_duration=456.5 frames, utt_pad_proportion=0.06878, over 21760.27 utterances.], batch size: 62, lr: 4.03e-04
2022-08-25 09:57:51,032 INFO [train.py:927] (6/8) Epoch 9, batch 5800, giga_loss[loss=0.2469, simple_loss=0.3209, pruned_loss=0.08643, over 12416.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.043, over 146.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3216, pruned_loss=0.08319, over 2474210.31 frames. utt_duration=502.5 frames, utt_pad_proportion=0.06963, over 19752.77 utterances.], libri_tot_loss[loss=0.2084, simple_loss=0.2961, pruned_loss=0.06032, over 2338408.07 frames. utt_duration=1243 frames, utt_pad_proportion=0.06468, over 7535.04 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.3259, pruned_loss=0.08668, over 2475010.76 frames. utt_duration=464.3 frames, utt_pad_proportion=0.06963, over 21392.45 utterances.], batch size: 146, lr: 4.03e-04
2022-08-25 09:59:38,637 INFO [train.py:927] (6/8) Epoch 9, batch 5850, giga_loss[loss=0.2218, simple_loss=0.3054, pruned_loss=0.06917, over 12358.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02934, over 66.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3196, pruned_loss=0.08266, over 2474597.85 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07483, over 20226.70 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2959, pruned_loss=0.06016, over 2341373.22 frames. utt_duration=1247 frames, utt_pad_proportion=0.06342, over 7521.69 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3237, pruned_loss=0.08607, over 2475617.16 frames. utt_duration=455.3 frames, utt_pad_proportion=0.07489, over 21820.39 utterances.], batch size: 66, lr: 4.02e-04
2022-08-25 10:01:20,795 INFO [train.py:927] (6/8) Epoch 9, batch 5900, libri_loss[loss=0.1972, simple_loss=0.2879, pruned_loss=0.05322, over 12449.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006696, over 32.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3179, pruned_loss=0.08216, over 2473732.20 frames. utt_duration=476.5 frames, utt_pad_proportion=0.07789, over 20832.91 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2958, pruned_loss=0.06013, over 2344182.30 frames. utt_duration=1251 frames, utt_pad_proportion=0.06218, over 7501.89 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3218, pruned_loss=0.08542, over 2474985.53 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07826, over 22429.18 utterances.], batch size: 32, lr: 4.02e-04
2022-08-25 10:03:03,970 INFO [train.py:927] (6/8) Epoch 9, batch 5950, giga_loss[loss=0.2057, simple_loss=0.2922, pruned_loss=0.0596, over 12410.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03332, over 113.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3157, pruned_loss=0.0798, over 2474424.53 frames. utt_duration=465.5 frames, utt_pad_proportion=0.07468, over 21331.21 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.296, pruned_loss=0.06018, over 2348406.35 frames. utt_duration=1250 frames, utt_pad_proportion=0.06148, over 7522.51 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3193, pruned_loss=0.08294, over 2475090.48 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07555, over 22968.72 utterances.], batch size: 113, lr: 4.02e-04
2022-08-25 10:04:54,489 INFO [train.py:927] (6/8) Epoch 9, batch 6000, giga_loss[loss=0.2143, simple_loss=0.294, pruned_loss=0.06733, over 12386.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.0349, over 122.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.314, pruned_loss=0.07953, over 2474895.61 frames. utt_duration=456.5 frames, utt_pad_proportion=0.07305, over 21758.25 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.296, pruned_loss=0.06016, over 2350268.16 frames. utt_duration=1251 frames, utt_pad_proportion=0.06077, over 7526.64 utterances.], giga_tot_loss[loss=0.2408, simple_loss=0.3171, pruned_loss=0.08228, over 2475434.97 frames. utt_duration=427.7 frames, utt_pad_proportion=0.07409, over 23229.54 utterances.], batch size: 122, lr: 4.02e-04
2022-08-25 10:04:54,490 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 10:05:09,991 INFO [train.py:967] (6/8) Epoch 9, validation: loss=0.1964, simple_loss=0.314, pruned_loss=0.03941, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 10:06:53,226 INFO [train.py:927] (6/8) Epoch 9, batch 6050, giga_loss[loss=0.2706, simple_loss=0.3486, pruned_loss=0.09632, over 12338.00 frames. utt_duration=510.3 frames, utt_pad_proportion=0.0336, over 97.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3142, pruned_loss=0.07965, over 2474767.59 frames. utt_duration=468.8 frames, utt_pad_proportion=0.0739, over 21180.86 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2968, pruned_loss=0.06051, over 2352980.47 frames. utt_duration=1242 frames, utt_pad_proportion=0.06418, over 7589.28 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.3163, pruned_loss=0.08197, over 2475522.05 frames. utt_duration=439.7 frames, utt_pad_proportion=0.0737, over 22598.47 utterances.], batch size: 97, lr: 4.02e-04
2022-08-25 10:08:35,815 INFO [train.py:927] (6/8) Epoch 9, batch 6100, libri_loss[loss=0.1749, simple_loss=0.2578, pruned_loss=0.046, over 12300.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004909, over 32.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3144, pruned_loss=0.07908, over 2474860.79 frames. utt_duration=477 frames, utt_pad_proportion=0.06967, over 20819.91 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2966, pruned_loss=0.06018, over 2356792.78 frames. utt_duration=1249 frames, utt_pad_proportion=0.06246, over 7556.07 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3169, pruned_loss=0.0819, over 2475854.61 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07038, over 22443.36 utterances.], batch size: 32, lr: 4.02e-04
2022-08-25 10:10:23,197 INFO [train.py:927] (6/8) Epoch 9, batch 6150, giga_loss[loss=0.2312, simple_loss=0.3077, pruned_loss=0.0774, over 12371.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02778, over 91.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3156, pruned_loss=0.08151, over 2474803.87 frames. utt_duration=437.4 frames, utt_pad_proportion=0.08455, over 22710.23 utterances.], libri_tot_loss[loss=0.2082, simple_loss=0.2962, pruned_loss=0.06007, over 2358216.62 frames. utt_duration=1254 frames, utt_pad_proportion=0.0618, over 7532.84 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3182, pruned_loss=0.08407, over 2475878.34 frames. utt_duration=410.9 frames, utt_pad_proportion=0.08442, over 24188.08 utterances.], batch size: 91, lr: 4.02e-04
2022-08-25 10:12:10,285 INFO [train.py:927] (6/8) Epoch 9, batch 6200, giga_loss[loss=0.2185, simple_loss=0.3038, pruned_loss=0.06664, over 12382.00 frames. utt_duration=1033 frames, utt_pad_proportion=0.02715, over 48.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3172, pruned_loss=0.08202, over 2475012.02 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08854, over 22665.92 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2965, pruned_loss=0.0601, over 2366038.76 frames. utt_duration=1238 frames, utt_pad_proportion=0.06495, over 7655.28 utterances.], giga_tot_loss[loss=0.2456, simple_loss=0.3202, pruned_loss=0.08544, over 2475457.44 frames. utt_duration=402.5 frames, utt_pad_proportion=0.08768, over 24688.37 utterances.], batch size: 48, lr: 4.02e-04
2022-08-25 10:13:59,391 INFO [train.py:927] (6/8) Epoch 9, batch 6250, giga_loss[loss=0.2752, simple_loss=0.3404, pruned_loss=0.105, over 12379.00 frames. utt_duration=233.9 frames, utt_pad_proportion=0.07905, over 213.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3169, pruned_loss=0.08147, over 2475336.02 frames. utt_duration=446.2 frames, utt_pad_proportion=0.08535, over 22261.10 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2963, pruned_loss=0.05988, over 2367878.58 frames. utt_duration=1242 frames, utt_pad_proportion=0.06427, over 7632.59 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3199, pruned_loss=0.08469, over 2475490.32 frames. utt_duration=412.5 frames, utt_pad_proportion=0.08512, over 24087.91 utterances.], batch size: 213, lr: 4.02e-04
2022-08-25 10:15:48,297 INFO [train.py:927] (6/8) Epoch 9, batch 6300, giga_loss[loss=0.2111, simple_loss=0.3092, pruned_loss=0.0565, over 12384.00 frames. utt_duration=407.3 frames, utt_pad_proportion=0.03477, over 122.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3179, pruned_loss=0.08143, over 2476097.53 frames. utt_duration=451.4 frames, utt_pad_proportion=0.08193, over 22012.46 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2966, pruned_loss=0.06004, over 2370843.05 frames. utt_duration=1245 frames, utt_pad_proportion=0.06275, over 7625.75 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3205, pruned_loss=0.08442, over 2476409.65 frames. utt_duration=416.7 frames, utt_pad_proportion=0.08261, over 23851.96 utterances.], batch size: 122, lr: 4.02e-04
2022-08-25 10:17:36,283 INFO [train.py:927] (6/8) Epoch 9, batch 6350, giga_loss[loss=0.2121, simple_loss=0.2969, pruned_loss=0.06362, over 12335.00 frames. utt_duration=797.4 frames, utt_pad_proportion=0.03349, over 62.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3174, pruned_loss=0.0807, over 2475590.01 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07519, over 21138.49 utterances.], libri_tot_loss[loss=0.2085, simple_loss=0.2967, pruned_loss=0.06013, over 2373356.84 frames. utt_duration=1250 frames, utt_pad_proportion=0.06155, over 7606.36 utterances.], giga_tot_loss[loss=0.2434, simple_loss=0.3199, pruned_loss=0.08348, over 2475912.09 frames. utt_duration=433.1 frames, utt_pad_proportion=0.07669, over 22941.00 utterances.], batch size: 62, lr: 4.02e-04
2022-08-25 10:19:23,289 INFO [train.py:927] (6/8) Epoch 9, batch 6400, giga_loss[loss=0.2462, simple_loss=0.3197, pruned_loss=0.08635, over 12398.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.0633, over 183.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3166, pruned_loss=0.08125, over 2475475.86 frames. utt_duration=458 frames, utt_pad_proportion=0.07719, over 21685.84 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2961, pruned_loss=0.05989, over 2375316.61 frames. utt_duration=1255 frames, utt_pad_proportion=0.06039, over 7580.50 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3195, pruned_loss=0.08414, over 2476254.07 frames. utt_duration=423.7 frames, utt_pad_proportion=0.07866, over 23458.79 utterances.], batch size: 183, lr: 4.02e-04
2022-08-25 10:21:11,756 INFO [train.py:927] (6/8) Epoch 9, batch 6450, giga_loss[loss=0.3164, simple_loss=0.3518, pruned_loss=0.1405, over 12360.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2035, over 369.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3169, pruned_loss=0.0828, over 2475124.92 frames. utt_duration=438.6 frames, utt_pad_proportion=0.08239, over 22645.75 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2961, pruned_loss=0.05991, over 2376985.42 frames. utt_duration=1259 frames, utt_pad_proportion=0.05949, over 7564.00 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3197, pruned_loss=0.08549, over 2476017.11 frames. utt_duration=408.4 frames, utt_pad_proportion=0.08358, over 24335.95 utterances.], batch size: 369, lr: 4.02e-04
2022-08-25 10:22:57,675 INFO [train.py:927] (6/8) Epoch 9, batch 6500, libri_loss[loss=0.2329, simple_loss=0.3184, pruned_loss=0.07376, over 12269.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007433, over 37.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3164, pruned_loss=0.08297, over 2475096.24 frames. utt_duration=436.7 frames, utt_pad_proportion=0.08473, over 22748.92 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2958, pruned_loss=0.05985, over 2378742.85 frames. utt_duration=1264 frames, utt_pad_proportion=0.05865, over 7538.97 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3191, pruned_loss=0.08557, over 2475974.93 frames. utt_duration=407.5 frames, utt_pad_proportion=0.08588, over 24388.37 utterances.], batch size: 37, lr: 4.02e-04
2022-08-25 10:24:40,398 INFO [train.py:927] (6/8) Epoch 9, batch 6550, giga_loss[loss=0.275, simple_loss=0.3422, pruned_loss=0.1039, over 12427.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04306, over 161.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.317, pruned_loss=0.08304, over 2474750.37 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08125, over 21881.72 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2957, pruned_loss=0.05993, over 2380249.99 frames. utt_duration=1267 frames, utt_pad_proportion=0.05801, over 7521.99 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3196, pruned_loss=0.08531, over 2475372.90 frames. utt_duration=424.9 frames, utt_pad_proportion=0.08268, over 23382.32 utterances.], batch size: 161, lr: 4.02e-04
2022-08-25 10:26:24,111 INFO [train.py:927] (6/8) Epoch 9, batch 6600, giga_loss[loss=0.254, simple_loss=0.3256, pruned_loss=0.09116, over 12369.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.0611, over 182.00 utterances.], tot_loss[loss=0.2439, simple_loss=0.3185, pruned_loss=0.08467, over 2474207.57 frames. utt_duration=452.8 frames, utt_pad_proportion=0.07911, over 21927.76 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2953, pruned_loss=0.05957, over 2383282.04 frames. utt_duration=1274 frames, utt_pad_proportion=0.05647, over 7494.17 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3216, pruned_loss=0.0876, over 2474895.81 frames. utt_duration=420.5 frames, utt_pad_proportion=0.08101, over 23622.48 utterances.], batch size: 182, lr: 4.02e-04
2022-08-25 10:28:10,400 INFO [train.py:927] (6/8) Epoch 9, batch 6650, giga_loss[loss=0.238, simple_loss=0.3241, pruned_loss=0.07594, over 12292.00 frames. utt_duration=965.3 frames, utt_pad_proportion=0.03759, over 51.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3193, pruned_loss=0.08519, over 2474119.34 frames. utt_duration=451.6 frames, utt_pad_proportion=0.08011, over 21984.63 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.05956, over 2385144.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.0554, over 7473.94 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.322, pruned_loss=0.08813, over 2475023.62 frames. utt_duration=419.3 frames, utt_pad_proportion=0.08207, over 23693.73 utterances.], batch size: 51, lr: 4.02e-04
2022-08-25 10:29:56,196 INFO [train.py:927] (6/8) Epoch 9, batch 6700, giga_loss[loss=0.2501, simple_loss=0.3195, pruned_loss=0.09036, over 12230.00 frames. utt_duration=1360 frames, utt_pad_proportion=0.02907, over 36.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3202, pruned_loss=0.08488, over 2474329.91 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07999, over 21363.93 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.296, pruned_loss=0.05967, over 2387123.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.0552, over 7489.65 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3226, pruned_loss=0.08769, over 2475250.84 frames. utt_duration=431.5 frames, utt_pad_proportion=0.08186, over 23022.28 utterances.], batch size: 36, lr: 4.02e-04
2022-08-25 10:31:38,543 INFO [train.py:927] (6/8) Epoch 9, batch 6750, libri_loss[loss=0.2175, simple_loss=0.2981, pruned_loss=0.06841, over 12281.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007246, over 37.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3201, pruned_loss=0.085, over 2473877.35 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07893, over 20695.83 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.296, pruned_loss=0.05972, over 2389439.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.0587, over 7558.89 utterances.], giga_tot_loss[loss=0.2493, simple_loss=0.3227, pruned_loss=0.08789, over 2474850.05 frames. utt_duration=444.8 frames, utt_pad_proportion=0.0798, over 22329.58 utterances.], batch size: 37, lr: 4.02e-04
2022-08-25 10:33:23,487 INFO [train.py:927] (6/8) Epoch 9, batch 6800, giga_loss[loss=0.2228, simple_loss=0.3137, pruned_loss=0.06593, over 12403.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03853, over 113.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3214, pruned_loss=0.08511, over 2473992.73 frames. utt_duration=485.9 frames, utt_pad_proportion=0.0716, over 20427.74 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2963, pruned_loss=0.05996, over 2391076.22 frames. utt_duration=1268 frames, utt_pad_proportion=0.05778, over 7549.74 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3236, pruned_loss=0.08763, over 2474795.72 frames. utt_duration=452.5 frames, utt_pad_proportion=0.07315, over 21949.06 utterances.], batch size: 113, lr: 4.02e-04
2022-08-25 10:35:05,825 INFO [train.py:927] (6/8) Epoch 9, batch 6850, giga_loss[loss=0.2609, simple_loss=0.3299, pruned_loss=0.0959, over 12377.00 frames. utt_duration=583.6 frames, utt_pad_proportion=0.03049, over 85.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3227, pruned_loss=0.08603, over 2473791.94 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07252, over 21287.19 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2964, pruned_loss=0.05984, over 2392430.91 frames. utt_duration=1270 frames, utt_pad_proportion=0.05719, over 7545.86 utterances.], giga_tot_loss[loss=0.251, simple_loss=0.3248, pruned_loss=0.08863, over 2474701.93 frames. utt_duration=436.5 frames, utt_pad_proportion=0.07394, over 22755.87 utterances.], batch size: 85, lr: 4.02e-04
2022-08-25 10:36:47,779 INFO [train.py:927] (6/8) Epoch 9, batch 6900, giga_loss[loss=0.2942, simple_loss=0.3562, pruned_loss=0.1161, over 12405.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07261, over 212.00 utterances.], tot_loss[loss=0.2457, simple_loss=0.3213, pruned_loss=0.08507, over 2474008.15 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07564, over 21371.92 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2958, pruned_loss=0.0595, over 2393997.76 frames. utt_duration=1276 frames, utt_pad_proportion=0.05635, over 7513.60 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3241, pruned_loss=0.08798, over 2475139.99 frames. utt_duration=434.3 frames, utt_pad_proportion=0.07688, over 22871.16 utterances.], batch size: 212, lr: 4.01e-04
2022-08-25 10:38:33,519 INFO [train.py:927] (6/8) Epoch 9, batch 6950, giga_loss[loss=0.2752, simple_loss=0.3413, pruned_loss=0.1045, over 12411.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.03908, over 133.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3227, pruned_loss=0.08609, over 2473745.74 frames. utt_duration=459.2 frames, utt_pad_proportion=0.07448, over 21619.24 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.296, pruned_loss=0.05958, over 2395712.13 frames. utt_duration=1280 frames, utt_pad_proportion=0.05521, over 7496.90 utterances.], giga_tot_loss[loss=0.2516, simple_loss=0.3254, pruned_loss=0.08895, over 2474920.22 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07599, over 23150.89 utterances.], batch size: 133, lr: 4.01e-04
2022-08-25 10:40:25,112 INFO [train.py:927] (6/8) Epoch 9, batch 7000, giga_loss[loss=0.236, simple_loss=0.3131, pruned_loss=0.07942, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03289, over 39.00 utterances.], tot_loss[loss=0.2486, simple_loss=0.3228, pruned_loss=0.08714, over 2473484.14 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07543, over 21749.30 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2958, pruned_loss=0.05937, over 2396603.73 frames. utt_duration=1283 frames, utt_pad_proportion=0.0547, over 7479.57 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3255, pruned_loss=0.08991, over 2474641.79 frames. utt_duration=429 frames, utt_pad_proportion=0.07676, over 23153.23 utterances.], batch size: 39, lr: 4.01e-04
2022-08-25 10:42:09,397 INFO [train.py:927] (6/8) Epoch 9, batch 7050, giga_loss[loss=0.2354, simple_loss=0.3167, pruned_loss=0.07708, over 12425.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.0425, over 114.00 utterances.], tot_loss[loss=0.2491, simple_loss=0.3237, pruned_loss=0.08731, over 2473894.27 frames. utt_duration=464.6 frames, utt_pad_proportion=0.0756, over 21367.22 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2963, pruned_loss=0.05964, over 2399190.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.05826, over 7552.49 utterances.], giga_tot_loss[loss=0.2533, simple_loss=0.3262, pruned_loss=0.09019, over 2474889.95 frames. utt_duration=434.1 frames, utt_pad_proportion=0.07599, over 22884.00 utterances.], batch size: 114, lr: 4.01e-04
2022-08-25 10:43:53,147 INFO [train.py:927] (6/8) Epoch 9, batch 7100, giga_loss[loss=0.2102, simple_loss=0.3005, pruned_loss=0.05993, over 12207.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.04039, over 28.00 utterances.], tot_loss[loss=0.2484, simple_loss=0.3232, pruned_loss=0.08674, over 2473844.41 frames. utt_duration=473.8 frames, utt_pad_proportion=0.07346, over 20951.52 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2962, pruned_loss=0.05954, over 2401091.07 frames. utt_duration=1268 frames, utt_pad_proportion=0.05805, over 7583.62 utterances.], giga_tot_loss[loss=0.2527, simple_loss=0.326, pruned_loss=0.08976, over 2474600.49 frames. utt_duration=442.5 frames, utt_pad_proportion=0.07411, over 22441.92 utterances.], batch size: 28, lr: 4.01e-04
2022-08-25 10:45:35,868 INFO [train.py:927] (6/8) Epoch 9, batch 7150, giga_loss[loss=0.249, simple_loss=0.3219, pruned_loss=0.08805, over 12438.00 frames. utt_duration=437.9 frames, utt_pad_proportion=0.04173, over 114.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3225, pruned_loss=0.08601, over 2473507.41 frames. utt_duration=471.8 frames, utt_pad_proportion=0.07542, over 21035.56 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2956, pruned_loss=0.05936, over 2403204.24 frames. utt_duration=1276 frames, utt_pad_proportion=0.05655, over 7542.87 utterances.], giga_tot_loss[loss=0.2525, simple_loss=0.326, pruned_loss=0.08946, over 2474477.43 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07641, over 22702.50 utterances.], batch size: 114, lr: 4.01e-04
2022-08-25 10:47:20,683 INFO [train.py:927] (6/8) Epoch 9, batch 7200, giga_loss[loss=0.2775, simple_loss=0.3535, pruned_loss=0.1007, over 12423.00 frames. utt_duration=273 frames, utt_pad_proportion=0.0618, over 183.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3213, pruned_loss=0.08536, over 2473790.00 frames. utt_duration=471.3 frames, utt_pad_proportion=0.07649, over 21060.88 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2961, pruned_loss=0.05947, over 2404757.08 frames. utt_duration=1270 frames, utt_pad_proportion=0.0567, over 7580.29 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3243, pruned_loss=0.08858, over 2474726.28 frames. utt_duration=438.4 frames, utt_pad_proportion=0.0773, over 22654.77 utterances.], batch size: 183, lr: 4.01e-04
2022-08-25 10:49:05,858 INFO [train.py:927] (6/8) Epoch 9, batch 7250, giga_loss[loss=0.2209, simple_loss=0.2976, pruned_loss=0.07214, over 12329.00 frames. utt_duration=796.8 frames, utt_pad_proportion=0.03415, over 62.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3177, pruned_loss=0.08365, over 2474374.50 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07563, over 20645.55 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2963, pruned_loss=0.05967, over 2406729.77 frames. utt_duration=1270 frames, utt_pad_proportion=0.05587, over 7589.66 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3204, pruned_loss=0.0866, over 2474898.73 frames. utt_duration=447.4 frames, utt_pad_proportion=0.07677, over 22198.65 utterances.], batch size: 62, lr: 4.01e-04
2022-08-25 10:50:51,306 INFO [train.py:927] (6/8) Epoch 9, batch 7300, giga_loss[loss=0.2629, simple_loss=0.321, pruned_loss=0.1024, over 12343.00 frames. utt_duration=135.9 frames, utt_pad_proportion=0.2003, over 367.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3156, pruned_loss=0.08314, over 2474511.47 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07828, over 20823.96 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2961, pruned_loss=0.05951, over 2407987.27 frames. utt_duration=1274 frames, utt_pad_proportion=0.05502, over 7571.06 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3183, pruned_loss=0.08605, over 2474992.23 frames. utt_duration=445.2 frames, utt_pad_proportion=0.07936, over 22309.75 utterances.], batch size: 367, lr: 4.01e-04
2022-08-25 10:52:35,890 INFO [train.py:927] (6/8) Epoch 9, batch 7350, giga_loss[loss=0.2359, simple_loss=0.3141, pruned_loss=0.07885, over 12317.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02662, over 45.00 utterances.], tot_loss[loss=0.2396, simple_loss=0.3157, pruned_loss=0.08182, over 2474694.86 frames. utt_duration=460.7 frames, utt_pad_proportion=0.07474, over 21555.50 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.296, pruned_loss=0.05949, over 2408950.48 frames. utt_duration=1274 frames, utt_pad_proportion=0.05451, over 7569.59 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3181, pruned_loss=0.08445, over 2475087.72 frames. utt_duration=433.5 frames, utt_pad_proportion=0.07601, over 22915.17 utterances.], batch size: 45, lr: 4.01e-04
2022-08-25 10:54:18,875 INFO [train.py:927] (6/8) Epoch 9, batch 7400, giga_loss[loss=0.197, simple_loss=0.2918, pruned_loss=0.05105, over 12367.00 frames. utt_duration=854.2 frames, utt_pad_proportion=0.03155, over 58.00 utterances.], tot_loss[loss=0.2363, simple_loss=0.3144, pruned_loss=0.07912, over 2474825.64 frames. utt_duration=441.2 frames, utt_pad_proportion=0.0739, over 22513.01 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2956, pruned_loss=0.05934, over 2409541.12 frames. utt_duration=1279 frames, utt_pad_proportion=0.0541, over 7542.17 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.317, pruned_loss=0.08163, over 2475514.32 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07509, over 23825.87 utterances.], batch size: 58, lr: 4.01e-04
2022-08-25 10:56:04,130 INFO [train.py:927] (6/8) Epoch 9, batch 7450, giga_loss[loss=0.1952, simple_loss=0.2914, pruned_loss=0.04948, over 12225.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03439, over 45.00 utterances.], tot_loss[loss=0.2314, simple_loss=0.3112, pruned_loss=0.07579, over 2475248.96 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07487, over 23073.15 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2955, pruned_loss=0.05943, over 2411052.75 frames. utt_duration=1284 frames, utt_pad_proportion=0.05311, over 7522.21 utterances.], giga_tot_loss[loss=0.2351, simple_loss=0.3138, pruned_loss=0.07818, over 2476197.71 frames. utt_duration=404.8 frames, utt_pad_proportion=0.07615, over 24555.69 utterances.], batch size: 45, lr: 4.01e-04
2022-08-25 10:57:47,160 INFO [train.py:927] (6/8) Epoch 9, batch 7500, giga_loss[loss=0.1965, simple_loss=0.2907, pruned_loss=0.05113, over 12318.00 frames. utt_duration=667.3 frames, utt_pad_proportion=0.02866, over 74.00 utterances.], tot_loss[loss=0.2288, simple_loss=0.3103, pruned_loss=0.07362, over 2475252.85 frames. utt_duration=418.8 frames, utt_pad_proportion=0.07449, over 23724.80 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.295, pruned_loss=0.05922, over 2413315.79 frames. utt_duration=1286 frames, utt_pad_proportion=0.05187, over 7514.44 utterances.], giga_tot_loss[loss=0.233, simple_loss=0.3134, pruned_loss=0.07628, over 2476246.98 frames. utt_duration=390 frames, utt_pad_proportion=0.07604, over 25489.02 utterances.], batch size: 74, lr: 4.01e-04
2022-08-25 10:59:33,184 INFO [train.py:927] (6/8) Epoch 9, batch 7550, giga_loss[loss=0.2088, simple_loss=0.2954, pruned_loss=0.0611, over 12402.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02562, over 91.00 utterances.], tot_loss[loss=0.2272, simple_loss=0.3095, pruned_loss=0.07244, over 2475183.10 frames. utt_duration=413.5 frames, utt_pad_proportion=0.0731, over 24027.93 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2951, pruned_loss=0.05928, over 2413635.40 frames. utt_duration=1288 frames, utt_pad_proportion=0.05148, over 7504.32 utterances.], giga_tot_loss[loss=0.2306, simple_loss=0.312, pruned_loss=0.0746, over 2476229.86 frames. utt_duration=388.7 frames, utt_pad_proportion=0.07457, over 25574.33 utterances.], batch size: 91, lr: 4.01e-04
2022-08-25 11:01:16,883 INFO [train.py:927] (6/8) Epoch 9, batch 7600, giga_loss[loss=0.2037, simple_loss=0.2949, pruned_loss=0.05629, over 12415.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04265, over 146.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3069, pruned_loss=0.07023, over 2476206.30 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06996, over 24214.87 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2953, pruned_loss=0.05933, over 2414955.93 frames. utt_duration=1291 frames, utt_pad_proportion=0.0508, over 7491.41 utterances.], giga_tot_loss[loss=0.2266, simple_loss=0.309, pruned_loss=0.07213, over 2476972.40 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07157, over 25760.66 utterances.], batch size: 146, lr: 4.01e-04
2022-08-25 11:03:02,853 INFO [train.py:927] (6/8) Epoch 9, batch 7650, giga_loss[loss=0.197, simple_loss=0.2897, pruned_loss=0.05212, over 12368.00 frames. utt_duration=751.1 frames, utt_pad_proportion=0.02705, over 66.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3063, pruned_loss=0.06872, over 2476465.70 frames. utt_duration=414 frames, utt_pad_proportion=0.06768, over 24010.74 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.296, pruned_loss=0.05943, over 2415639.49 frames. utt_duration=1291 frames, utt_pad_proportion=0.05037, over 7493.49 utterances.], giga_tot_loss[loss=0.2239, simple_loss=0.3073, pruned_loss=0.07021, over 2477002.96 frames. utt_duration=391.8 frames, utt_pad_proportion=0.06923, over 25379.44 utterances.], batch size: 66, lr: 4.01e-04
2022-08-25 11:04:46,114 INFO [train.py:927] (6/8) Epoch 9, batch 7700, giga_loss[loss=0.2118, simple_loss=0.2991, pruned_loss=0.06225, over 12453.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03101, over 43.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.303, pruned_loss=0.06664, over 2476776.42 frames. utt_duration=400.9 frames, utt_pad_proportion=0.07381, over 24801.20 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2963, pruned_loss=0.05961, over 2416577.77 frames. utt_duration=1292 frames, utt_pad_proportion=0.04976, over 7489.13 utterances.], giga_tot_loss[loss=0.2196, simple_loss=0.3036, pruned_loss=0.06777, over 2477165.17 frames. utt_duration=380.8 frames, utt_pad_proportion=0.07496, over 26116.94 utterances.], batch size: 43, lr: 4.01e-04
2022-08-25 11:06:31,104 INFO [train.py:927] (6/8) Epoch 9, batch 7750, giga_loss[loss=0.2289, simple_loss=0.3057, pruned_loss=0.0761, over 12390.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.07376, over 212.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2994, pruned_loss=0.06495, over 2476114.63 frames. utt_duration=402.6 frames, utt_pad_proportion=0.07522, over 24691.31 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2961, pruned_loss=0.05953, over 2417867.02 frames. utt_duration=1295 frames, utt_pad_proportion=0.04866, over 7474.78 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.3002, pruned_loss=0.06607, over 2476855.51 frames. utt_duration=379.1 frames, utt_pad_proportion=0.07659, over 26232.35 utterances.], batch size: 212, lr: 4.01e-04
2022-08-25 11:08:20,978 INFO [train.py:927] (6/8) Epoch 9, batch 7800, giga_loss[loss=0.1949, simple_loss=0.2989, pruned_loss=0.04546, over 12362.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.0291, over 70.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2999, pruned_loss=0.06458, over 2475995.35 frames. utt_duration=410.3 frames, utt_pad_proportion=0.07377, over 24221.50 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2961, pruned_loss=0.0596, over 2418929.96 frames. utt_duration=1293 frames, utt_pad_proportion=0.04897, over 7491.15 utterances.], giga_tot_loss[loss=0.2158, simple_loss=0.3006, pruned_loss=0.06551, over 2476672.01 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07503, over 25753.08 utterances.], batch size: 70, lr: 4.01e-04
2022-08-25 11:10:23,158 INFO [train.py:927] (6/8) Epoch 9, batch 7850, giga_loss[loss=0.2306, simple_loss=0.3183, pruned_loss=0.07146, over 12363.00 frames. utt_duration=511.1 frames, utt_pad_proportion=0.0321, over 97.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.3003, pruned_loss=0.06415, over 2476012.15 frames. utt_duration=415.8 frames, utt_pad_proportion=0.07038, over 23901.47 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2963, pruned_loss=0.05964, over 2419959.64 frames. utt_duration=1292 frames, utt_pad_proportion=0.04861, over 7503.20 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.3007, pruned_loss=0.06493, over 2476628.15 frames. utt_duration=391.5 frames, utt_pad_proportion=0.0718, over 25394.38 utterances.], batch size: 97, lr: 4.01e-04
2022-08-25 11:12:23,048 INFO [train.py:927] (6/8) Epoch 9, batch 7900, giga_loss[loss=0.2224, simple_loss=0.3114, pruned_loss=0.06665, over 12442.00 frames. utt_duration=438.1 frames, utt_pad_proportion=0.03924, over 114.00 utterances.], tot_loss[loss=0.2131, simple_loss=0.2992, pruned_loss=0.0635, over 2476933.24 frames. utt_duration=405.8 frames, utt_pad_proportion=0.06947, over 24499.25 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.2962, pruned_loss=0.05968, over 2420429.50 frames. utt_duration=1295 frames, utt_pad_proportion=0.04844, over 7487.22 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2997, pruned_loss=0.06412, over 2477491.00 frames. utt_duration=385.1 frames, utt_pad_proportion=0.07068, over 25824.04 utterances.], batch size: 114, lr: 4.01e-04
2022-08-25 11:14:33,847 INFO [train.py:927] (6/8) Epoch 9, batch 7950, giga_loss[loss=0.2197, simple_loss=0.3054, pruned_loss=0.06697, over 12380.00 frames. utt_duration=276.3 frames, utt_pad_proportion=0.05036, over 180.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2966, pruned_loss=0.0617, over 2476753.12 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06965, over 24416.16 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2959, pruned_loss=0.05952, over 2421804.48 frames. utt_duration=1299 frames, utt_pad_proportion=0.04733, over 7467.81 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2973, pruned_loss=0.06242, over 2477488.04 frames. utt_duration=382.7 frames, utt_pad_proportion=0.07109, over 25982.54 utterances.], batch size: 180, lr: 4.01e-04
2022-08-25 11:16:30,935 INFO [train.py:927] (6/8) Epoch 9, batch 8000, giga_loss[loss=0.2152, simple_loss=0.3011, pruned_loss=0.0646, over 12437.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.06154, over 183.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2951, pruned_loss=0.06122, over 2476627.36 frames. utt_duration=410.3 frames, utt_pad_proportion=0.0696, over 24221.77 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05976, over 2423252.77 frames. utt_duration=1298 frames, utt_pad_proportion=0.04665, over 7475.99 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2952, pruned_loss=0.06161, over 2477116.98 frames. utt_duration=384.9 frames, utt_pad_proportion=0.07107, over 25828.59 utterances.], batch size: 183, lr: 4.00e-04
2022-08-25 11:18:33,866 INFO [train.py:927] (6/8) Epoch 9, batch 8050, giga_loss[loss=0.206, simple_loss=0.2934, pruned_loss=0.05933, over 12381.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.02391, over 66.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.2964, pruned_loss=0.06056, over 2477193.00 frames. utt_duration=428.9 frames, utt_pad_proportion=0.06566, over 23170.14 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2967, pruned_loss=0.05992, over 2423897.63 frames. utt_duration=1291 frames, utt_pad_proportion=0.04753, over 7518.09 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2962, pruned_loss=0.06074, over 2477480.33 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06696, over 24540.14 utterances.], batch size: 66, lr: 4.00e-04
2022-08-25 11:20:47,515 INFO [train.py:927] (6/8) Epoch 9, batch 8100, giga_loss[loss=0.2179, simple_loss=0.3056, pruned_loss=0.06514, over 12348.00 frames. utt_duration=543.8 frames, utt_pad_proportion=0.03066, over 91.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.294, pruned_loss=0.05931, over 2476793.13 frames. utt_duration=428.1 frames, utt_pad_proportion=0.0636, over 23208.93 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05984, over 2424479.08 frames. utt_duration=1294 frames, utt_pad_proportion=0.047, over 7503.39 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2941, pruned_loss=0.05952, over 2477191.36 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06493, over 24503.58 utterances.], batch size: 91, lr: 4.00e-04
2022-08-25 11:22:46,094 INFO [train.py:927] (6/8) Epoch 9, batch 8150, giga_loss[loss=0.2087, simple_loss=0.3043, pruned_loss=0.05654, over 12404.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07415, over 212.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2965, pruned_loss=0.05984, over 2477511.08 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06546, over 23525.32 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2966, pruned_loss=0.06, over 2426560.19 frames. utt_duration=1289 frames, utt_pad_proportion=0.04669, over 7537.95 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05985, over 2478058.45 frames. utt_duration=394.7 frames, utt_pad_proportion=0.06675, over 25193.81 utterances.], batch size: 212, lr: 4.00e-04
2022-08-25 11:24:49,037 INFO [train.py:927] (6/8) Epoch 9, batch 8200, libri_loss[loss=0.194, simple_loss=0.2661, pruned_loss=0.06093, over 12408.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008029, over 30.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2977, pruned_loss=0.05897, over 2477882.62 frames. utt_duration=409.6 frames, utt_pad_proportion=0.06482, over 24273.82 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2962, pruned_loss=0.05995, over 2427945.81 frames. utt_duration=1295 frames, utt_pad_proportion=0.04571, over 7507.17 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.298, pruned_loss=0.05901, over 2478409.21 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06625, over 26090.32 utterances.], batch size: 30, lr: 4.00e-04
2022-08-25 11:26:54,335 INFO [train.py:927] (6/8) Epoch 9, batch 8250, libri_loss[loss=0.2216, simple_loss=0.3147, pruned_loss=0.06423, over 12277.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007206, over 37.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2982, pruned_loss=0.05896, over 2477865.46 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06626, over 24063.93 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2959, pruned_loss=0.05973, over 2429672.78 frames. utt_duration=1299 frames, utt_pad_proportion=0.04439, over 7490.33 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2987, pruned_loss=0.05915, over 2478515.58 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06792, over 26193.02 utterances.], batch size: 37, lr: 4.00e-04
2022-08-25 11:29:17,693 INFO [train.py:927] (6/8) Epoch 9, batch 8300, giga_loss[loss=0.209, simple_loss=0.3019, pruned_loss=0.05808, over 12460.00 frames. utt_duration=665.7 frames, utt_pad_proportion=0.02676, over 75.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2983, pruned_loss=0.05974, over 2477942.84 frames. utt_duration=410.6 frames, utt_pad_proportion=0.06486, over 24209.52 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2958, pruned_loss=0.05959, over 2430122.10 frames. utt_duration=1301 frames, utt_pad_proportion=0.04386, over 7482.03 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2988, pruned_loss=0.06002, over 2478677.71 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06649, over 26129.85 utterances.], batch size: 75, lr: 4.00e-04
2022-08-25 11:31:29,917 INFO [train.py:927] (6/8) Epoch 9, batch 8350, giga_loss[loss=0.1905, simple_loss=0.2804, pruned_loss=0.05026, over 12401.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03837, over 113.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.2968, pruned_loss=0.05953, over 2478111.88 frames. utt_duration=421 frames, utt_pad_proportion=0.06425, over 23609.92 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2958, pruned_loss=0.05951, over 2431304.82 frames. utt_duration=1300 frames, utt_pad_proportion=0.04355, over 7491.33 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2973, pruned_loss=0.05983, over 2479124.30 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06589, over 25651.92 utterances.], batch size: 113, lr: 4.00e-04
2022-08-25 11:33:36,783 INFO [train.py:927] (6/8) Epoch 9, batch 8400, giga_loss[loss=0.1948, simple_loss=0.2789, pruned_loss=0.05536, over 12358.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03122, over 113.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.294, pruned_loss=0.05868, over 2478035.74 frames. utt_duration=413 frames, utt_pad_proportion=0.06446, over 24071.54 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2959, pruned_loss=0.05953, over 2431899.95 frames. utt_duration=1303 frames, utt_pad_proportion=0.04288, over 7476.62 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05891, over 2479145.37 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06602, over 26005.01 utterances.], batch size: 113, lr: 4.00e-04
2022-08-25 11:35:40,400 INFO [train.py:927] (6/8) Epoch 9, batch 8450, giga_loss[loss=0.2249, simple_loss=0.3154, pruned_loss=0.06715, over 12345.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03413, over 104.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2967, pruned_loss=0.06019, over 2477862.88 frames. utt_duration=425 frames, utt_pad_proportion=0.06168, over 23389.40 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2961, pruned_loss=0.05966, over 2432498.01 frames. utt_duration=1301 frames, utt_pad_proportion=0.04321, over 7487.06 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2968, pruned_loss=0.06026, over 2479034.69 frames. utt_duration=394.5 frames, utt_pad_proportion=0.06317, over 25212.08 utterances.], batch size: 104, lr: 4.00e-04
2022-08-25 11:37:36,650 INFO [train.py:927] (6/8) Epoch 9, batch 8500, giga_loss[loss=0.2143, simple_loss=0.3037, pruned_loss=0.06244, over 12370.00 frames. utt_duration=273.1 frames, utt_pad_proportion=0.0614, over 182.00 utterances.], tot_loss[loss=0.2088, simple_loss=0.2961, pruned_loss=0.06077, over 2478270.26 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06189, over 24078.02 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2959, pruned_loss=0.05955, over 2432861.70 frames. utt_duration=1302 frames, utt_pad_proportion=0.04288, over 7480.23 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2963, pruned_loss=0.06092, over 2479262.27 frames. utt_duration=387.7 frames, utt_pad_proportion=0.06314, over 25654.89 utterances.], batch size: 182, lr: 4.00e-04
2022-08-25 11:39:42,261 INFO [train.py:927] (6/8) Epoch 9, batch 8550, giga_loss[loss=0.2247, simple_loss=0.3078, pruned_loss=0.07082, over 12394.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02629, over 48.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2964, pruned_loss=0.06043, over 2477353.58 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06084, over 23377.32 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.296, pruned_loss=0.05958, over 2433558.87 frames. utt_duration=1304 frames, utt_pad_proportion=0.04191, over 7470.91 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2965, pruned_loss=0.06055, over 2478745.59 frames. utt_duration=396.3 frames, utt_pad_proportion=0.06235, over 25096.06 utterances.], batch size: 48, lr: 4.00e-04
2022-08-25 11:42:09,080 INFO [train.py:927] (6/8) Epoch 9, batch 8600, giga_loss[loss=0.2128, simple_loss=0.292, pruned_loss=0.06683, over 12413.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03559, over 113.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2957, pruned_loss=0.06031, over 2477682.46 frames. utt_duration=412 frames, utt_pad_proportion=0.0653, over 24127.02 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.2959, pruned_loss=0.05958, over 2434386.49 frames. utt_duration=1305 frames, utt_pad_proportion=0.04128, over 7468.25 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2958, pruned_loss=0.06041, over 2479029.62 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06649, over 25864.01 utterances.], batch size: 113, lr: 4.00e-04
2022-08-25 11:44:14,597 INFO [train.py:927] (6/8) Epoch 9, batch 8650, giga_loss[loss=0.2122, simple_loss=0.2875, pruned_loss=0.06848, over 12399.00 frames. utt_duration=407.5 frames, utt_pad_proportion=0.03211, over 122.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2915, pruned_loss=0.05942, over 2477844.15 frames. utt_duration=416.6 frames, utt_pad_proportion=0.0637, over 23859.06 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2957, pruned_loss=0.05959, over 2435094.61 frames. utt_duration=1304 frames, utt_pad_proportion=0.04164, over 7480.77 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2918, pruned_loss=0.0595, over 2479035.95 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06481, over 25518.25 utterances.], batch size: 122, lr: 4.00e-04
2022-08-25 11:46:06,874 INFO [train.py:927] (6/8) Epoch 9, batch 8700, giga_loss[loss=0.2205, simple_loss=0.3058, pruned_loss=0.06756, over 12302.00 frames. utt_duration=747 frames, utt_pad_proportion=0.03234, over 66.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2909, pruned_loss=0.0593, over 2477792.52 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06203, over 23647.66 utterances.], libri_tot_loss[loss=0.2075, simple_loss=0.2957, pruned_loss=0.0596, over 2435379.14 frames. utt_duration=1304 frames, utt_pad_proportion=0.04148, over 7480.37 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2911, pruned_loss=0.05935, over 2478660.81 frames. utt_duration=397.5 frames, utt_pad_proportion=0.06308, over 25017.76 utterances.], batch size: 66, lr: 4.00e-04
2022-08-25 11:48:09,974 INFO [train.py:927] (6/8) Epoch 9, batch 8750, giga_loss[loss=0.1948, simple_loss=0.2883, pruned_loss=0.05059, over 12385.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04164, over 133.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2899, pruned_loss=0.05855, over 2478014.50 frames. utt_duration=404.5 frames, utt_pad_proportion=0.06406, over 24579.44 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2957, pruned_loss=0.05962, over 2435406.24 frames. utt_duration=1305 frames, utt_pad_proportion=0.04136, over 7471.97 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.29, pruned_loss=0.05856, over 2478861.04 frames. utt_duration=386.5 frames, utt_pad_proportion=0.06482, over 25731.53 utterances.], batch size: 133, lr: 4.00e-04
2022-08-25 11:50:24,630 INFO [train.py:927] (6/8) Epoch 9, batch 8800, giga_loss[loss=0.1917, simple_loss=0.2823, pruned_loss=0.05055, over 12415.00 frames. utt_duration=309.6 frames, utt_pad_proportion=0.04459, over 161.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.289, pruned_loss=0.05811, over 2477795.99 frames. utt_duration=398.2 frames, utt_pad_proportion=0.06521, over 24961.72 utterances.], libri_tot_loss[loss=0.2076, simple_loss=0.296, pruned_loss=0.05961, over 2436382.48 frames. utt_duration=1305 frames, utt_pad_proportion=0.04071, over 7477.99 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2886, pruned_loss=0.05809, over 2478544.00 frames. utt_duration=378.3 frames, utt_pad_proportion=0.0661, over 26288.82 utterances.], batch size: 161, lr: 4.00e-04
2022-08-25 11:52:32,601 INFO [train.py:927] (6/8) Epoch 9, batch 8850, giga_loss[loss=0.2213, simple_loss=0.3074, pruned_loss=0.06762, over 12432.00 frames. utt_duration=339.7 frames, utt_pad_proportion=0.04855, over 147.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2897, pruned_loss=0.05876, over 2478306.53 frames. utt_duration=396.5 frames, utt_pad_proportion=0.06653, over 25078.07 utterances.], libri_tot_loss[loss=0.2077, simple_loss=0.2961, pruned_loss=0.05965, over 2436863.87 frames. utt_duration=1293 frames, utt_pad_proportion=0.04498, over 7548.42 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2893, pruned_loss=0.05872, over 2479022.22 frames. utt_duration=378.3 frames, utt_pad_proportion=0.06629, over 26292.45 utterances.], batch size: 147, lr: 4.00e-04
2022-08-25 11:54:36,581 INFO [train.py:927] (6/8) Epoch 9, batch 8900, giga_loss[loss=0.1917, simple_loss=0.2953, pruned_loss=0.0441, over 12452.00 frames. utt_duration=665.3 frames, utt_pad_proportion=0.02883, over 75.00 utterances.], tot_loss[loss=0.2025, simple_loss=0.2887, pruned_loss=0.05816, over 2478166.27 frames. utt_duration=387.2 frames, utt_pad_proportion=0.0686, over 25677.76 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2964, pruned_loss=0.05985, over 2437005.55 frames. utt_duration=1279 frames, utt_pad_proportion=0.04969, over 7629.68 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2881, pruned_loss=0.05794, over 2478786.16 frames. utt_duration=373.5 frames, utt_pad_proportion=0.06715, over 26632.24 utterances.], batch size: 75, lr: 4.00e-04
2022-08-25 11:56:35,470 INFO [train.py:927] (6/8) Epoch 9, batch 8950, giga_loss[loss=0.1879, simple_loss=0.2894, pruned_loss=0.04323, over 12382.00 frames. utt_duration=407.1 frames, utt_pad_proportion=0.03306, over 122.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2919, pruned_loss=0.05863, over 2477959.30 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06935, over 25683.33 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2967, pruned_loss=0.05993, over 2437528.39 frames. utt_duration=1281 frames, utt_pad_proportion=0.04915, over 7617.89 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.291, pruned_loss=0.05836, over 2478897.73 frames. utt_duration=370.1 frames, utt_pad_proportion=0.06845, over 26875.70 utterances.], batch size: 122, lr: 4.00e-04
2022-08-25 11:58:42,997 INFO [train.py:927] (6/8) Epoch 9, batch 9000, libri_loss[loss=0.2232, simple_loss=0.3129, pruned_loss=0.0668, over 12420.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.036, over 46.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2932, pruned_loss=0.05899, over 2478258.61 frames. utt_duration=380.7 frames, utt_pad_proportion=0.06872, over 26118.55 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.2967, pruned_loss=0.05996, over 2438458.40 frames. utt_duration=1282 frames, utt_pad_proportion=0.04831, over 7615.63 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2924, pruned_loss=0.05871, over 2479067.41 frames. utt_duration=361.8 frames, utt_pad_proportion=0.06838, over 27495.68 utterances.], batch size: 46, lr: 4.00e-04
2022-08-25 11:58:42,998 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 11:58:56,848 INFO [train.py:967] (6/8) Epoch 9, validation: loss=0.1808, simple_loss=0.2906, pruned_loss=0.03546, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 12:01:01,088 INFO [train.py:927] (6/8) Epoch 9, batch 9050, giga_loss[loss=0.2157, simple_loss=0.2971, pruned_loss=0.06714, over 12432.00 frames. utt_duration=234.5 frames, utt_pad_proportion=0.06938, over 213.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2908, pruned_loss=0.05764, over 2478110.38 frames. utt_duration=377.9 frames, utt_pad_proportion=0.07194, over 26311.80 utterances.], libri_tot_loss[loss=0.208, simple_loss=0.2964, pruned_loss=0.05978, over 2439418.99 frames. utt_duration=1285 frames, utt_pad_proportion=0.04755, over 7601.39 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2903, pruned_loss=0.05756, over 2478591.96 frames. utt_duration=358.4 frames, utt_pad_proportion=0.07181, over 27759.75 utterances.], batch size: 213, lr: 4.00e-04
2022-08-25 12:03:01,953 INFO [train.py:927] (6/8) Epoch 9, batch 9100, giga_loss[loss=0.1973, simple_loss=0.2961, pruned_loss=0.04926, over 12466.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03037, over 75.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2889, pruned_loss=0.057, over 2477972.11 frames. utt_duration=392.6 frames, utt_pad_proportion=0.06864, over 25323.44 utterances.], libri_tot_loss[loss=0.2081, simple_loss=0.2964, pruned_loss=0.05986, over 2439716.01 frames. utt_duration=1286 frames, utt_pad_proportion=0.04685, over 7598.32 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2884, pruned_loss=0.05683, over 2478764.50 frames. utt_duration=371.2 frames, utt_pad_proportion=0.069, over 26796.37 utterances.], batch size: 75, lr: 3.99e-04
2022-08-25 12:05:09,452 INFO [train.py:927] (6/8) Epoch 9, batch 9150, giga_loss[loss=0.2199, simple_loss=0.302, pruned_loss=0.06886, over 12397.00 frames. utt_duration=234 frames, utt_pad_proportion=0.07527, over 213.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2908, pruned_loss=0.05765, over 2478099.45 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06375, over 24162.34 utterances.], libri_tot_loss[loss=0.2074, simple_loss=0.2958, pruned_loss=0.05953, over 2441271.47 frames. utt_duration=1288 frames, utt_pad_proportion=0.04584, over 7593.25 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2907, pruned_loss=0.05773, over 2478681.62 frames. utt_duration=382.8 frames, utt_pad_proportion=0.0648, over 25980.32 utterances.], batch size: 213, lr: 3.99e-04
2022-08-25 12:07:08,500 INFO [train.py:927] (6/8) Epoch 9, batch 9200, giga_loss[loss=0.2223, simple_loss=0.3098, pruned_loss=0.06739, over 12397.00 frames. utt_duration=584.5 frames, utt_pad_proportion=0.0275, over 85.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2922, pruned_loss=0.05818, over 2477944.40 frames. utt_duration=418.4 frames, utt_pad_proportion=0.06086, over 23756.56 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2955, pruned_loss=0.05946, over 2441833.32 frames. utt_duration=1292 frames, utt_pad_proportion=0.04529, over 7568.60 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.2923, pruned_loss=0.05827, over 2478560.32 frames. utt_duration=390 frames, utt_pad_proportion=0.06212, over 25503.79 utterances.], batch size: 85, lr: 3.99e-04
2022-08-25 12:09:12,586 INFO [train.py:927] (6/8) Epoch 9, batch 9250, giga_loss[loss=0.1977, simple_loss=0.2952, pruned_loss=0.05009, over 12438.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03655, over 105.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2936, pruned_loss=0.05815, over 2477577.90 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06291, over 23955.77 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2955, pruned_loss=0.05932, over 2442226.52 frames. utt_duration=1295 frames, utt_pad_proportion=0.04458, over 7554.36 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2937, pruned_loss=0.05832, over 2478343.55 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06402, over 25626.46 utterances.], batch size: 105, lr: 3.99e-04
2022-08-25 12:11:28,588 INFO [train.py:927] (6/8) Epoch 9, batch 9300, giga_loss[loss=0.1869, simple_loss=0.2659, pruned_loss=0.0539, over 12408.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.08827, over 256.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2921, pruned_loss=0.05748, over 2477776.52 frames. utt_duration=425.8 frames, utt_pad_proportion=0.06108, over 23342.95 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2949, pruned_loss=0.05905, over 2442838.55 frames. utt_duration=1301 frames, utt_pad_proportion=0.04382, over 7520.81 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2927, pruned_loss=0.05783, over 2478646.26 frames. utt_duration=396.6 frames, utt_pad_proportion=0.0624, over 25076.26 utterances.], batch size: 256, lr: 3.99e-04
2022-08-25 12:13:28,464 INFO [train.py:927] (6/8) Epoch 9, batch 9350, giga_loss[loss=0.2045, simple_loss=0.2931, pruned_loss=0.05796, over 12333.00 frames. utt_duration=706 frames, utt_pad_proportion=0.03151, over 70.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2919, pruned_loss=0.05757, over 2477818.45 frames. utt_duration=424.8 frames, utt_pad_proportion=0.06136, over 23399.63 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.295, pruned_loss=0.05907, over 2443397.37 frames. utt_duration=1300 frames, utt_pad_proportion=0.04322, over 7527.31 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2922, pruned_loss=0.0578, over 2478632.22 frames. utt_duration=397.2 frames, utt_pad_proportion=0.06264, over 25036.83 utterances.], batch size: 70, lr: 3.99e-04
2022-08-25 12:15:34,046 INFO [train.py:927] (6/8) Epoch 9, batch 9400, giga_loss[loss=0.2087, simple_loss=0.2928, pruned_loss=0.06227, over 12393.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04147, over 133.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2896, pruned_loss=0.05718, over 2477243.28 frames. utt_duration=423.7 frames, utt_pad_proportion=0.06495, over 23452.45 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.2949, pruned_loss=0.05882, over 2443747.61 frames. utt_duration=1303 frames, utt_pad_proportion=0.04239, over 7511.20 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2899, pruned_loss=0.05755, over 2478356.32 frames. utt_duration=395.8 frames, utt_pad_proportion=0.06611, over 25121.39 utterances.], batch size: 133, lr: 3.99e-04
2022-08-25 12:17:37,573 INFO [train.py:927] (6/8) Epoch 9, batch 9450, giga_loss[loss=0.1903, simple_loss=0.2862, pruned_loss=0.04723, over 12460.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04361, over 134.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2895, pruned_loss=0.05629, over 2477501.47 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06287, over 23287.58 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.2947, pruned_loss=0.05877, over 2443815.74 frames. utt_duration=1305 frames, utt_pad_proportion=0.04227, over 7498.10 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2898, pruned_loss=0.05661, over 2478632.60 frames. utt_duration=401.6 frames, utt_pad_proportion=0.064, over 24763.03 utterances.], batch size: 134, lr: 3.99e-04
2022-08-25 12:19:31,349 INFO [train.py:927] (6/8) Epoch 9, batch 9500, giga_loss[loss=0.1936, simple_loss=0.2867, pruned_loss=0.05021, over 12345.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03061, over 70.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2898, pruned_loss=0.0552, over 2476962.27 frames. utt_duration=433.3 frames, utt_pad_proportion=0.06249, over 22930.07 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2944, pruned_loss=0.05858, over 2444256.50 frames. utt_duration=1309 frames, utt_pad_proportion=0.04148, over 7474.89 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2902, pruned_loss=0.05556, over 2478200.92 frames. utt_duration=406.5 frames, utt_pad_proportion=0.06376, over 24459.69 utterances.], batch size: 70, lr: 3.99e-04
2022-08-25 12:21:42,780 INFO [train.py:927] (6/8) Epoch 9, batch 9550, giga_loss[loss=0.2023, simple_loss=0.2888, pruned_loss=0.05792, over 12406.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06206, over 211.00 utterances.], tot_loss[loss=0.2009, simple_loss=0.2906, pruned_loss=0.0556, over 2477027.52 frames. utt_duration=426.8 frames, utt_pad_proportion=0.06251, over 23279.24 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.2946, pruned_loss=0.05865, over 2444600.13 frames. utt_duration=1304 frames, utt_pad_proportion=0.04226, over 7508.95 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2907, pruned_loss=0.05578, over 2478270.99 frames. utt_duration=402.2 frames, utt_pad_proportion=0.06343, over 24722.95 utterances.], batch size: 211, lr: 3.99e-04
2022-08-25 12:23:56,915 INFO [train.py:927] (6/8) Epoch 9, batch 9600, giga_loss[loss=0.182, simple_loss=0.2823, pruned_loss=0.04082, over 12164.00 frames. utt_duration=1739 frames, utt_pad_proportion=0.04449, over 28.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2919, pruned_loss=0.05588, over 2477044.00 frames. utt_duration=421 frames, utt_pad_proportion=0.06258, over 23602.22 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2952, pruned_loss=0.05886, over 2445539.90 frames. utt_duration=1296 frames, utt_pad_proportion=0.04277, over 7558.74 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.2913, pruned_loss=0.05577, over 2478066.57 frames. utt_duration=395.1 frames, utt_pad_proportion=0.06339, over 25160.90 utterances.], batch size: 28, lr: 3.99e-04
2022-08-25 12:26:16,657 INFO [train.py:927] (6/8) Epoch 9, batch 9650, giga_loss[loss=0.2209, simple_loss=0.3079, pruned_loss=0.06701, over 12319.00 frames. utt_duration=850.7 frames, utt_pad_proportion=0.03331, over 58.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2935, pruned_loss=0.05652, over 2477083.81 frames. utt_duration=406.8 frames, utt_pad_proportion=0.0672, over 24429.22 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2954, pruned_loss=0.05887, over 2445971.14 frames. utt_duration=1285 frames, utt_pad_proportion=0.04624, over 7625.62 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2929, pruned_loss=0.05636, over 2478235.23 frames. utt_duration=382.4 frames, utt_pad_proportion=0.06695, over 26002.53 utterances.], batch size: 58, lr: 3.99e-04
2022-08-25 12:28:41,834 INFO [train.py:927] (6/8) Epoch 9, batch 9700, giga_loss[loss=0.1763, simple_loss=0.2681, pruned_loss=0.04225, over 12319.00 frames. utt_duration=967.1 frames, utt_pad_proportion=0.03483, over 51.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2937, pruned_loss=0.05697, over 2477228.25 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06955, over 24308.60 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2954, pruned_loss=0.0588, over 2446306.59 frames. utt_duration=1287 frames, utt_pad_proportion=0.0459, over 7614.40 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2932, pruned_loss=0.0569, over 2478109.69 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06938, over 25705.37 utterances.], batch size: 51, lr: 3.99e-04
2022-08-25 12:30:55,204 INFO [train.py:927] (6/8) Epoch 9, batch 9750, giga_loss[loss=0.1967, simple_loss=0.2855, pruned_loss=0.05393, over 12338.00 frames. utt_duration=625.8 frames, utt_pad_proportion=0.02669, over 79.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2925, pruned_loss=0.05611, over 2476977.14 frames. utt_duration=419.2 frames, utt_pad_proportion=0.06742, over 23701.18 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2956, pruned_loss=0.05874, over 2446571.62 frames. utt_duration=1287 frames, utt_pad_proportion=0.0454, over 7610.25 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2919, pruned_loss=0.05606, over 2477853.53 frames. utt_duration=397.1 frames, utt_pad_proportion=0.06762, over 25031.96 utterances.], batch size: 79, lr: 3.99e-04
2022-08-25 12:32:56,713 INFO [train.py:927] (6/8) Epoch 9, batch 9800, giga_loss[loss=0.1998, simple_loss=0.2915, pruned_loss=0.05402, over 12354.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03339, over 97.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.2923, pruned_loss=0.05625, over 2476959.47 frames. utt_duration=414.6 frames, utt_pad_proportion=0.06732, over 23965.99 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2952, pruned_loss=0.05863, over 2447089.42 frames. utt_duration=1291 frames, utt_pad_proportion=0.04453, over 7588.41 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2921, pruned_loss=0.05624, over 2477999.25 frames. utt_duration=390.3 frames, utt_pad_proportion=0.06785, over 25474.51 utterances.], batch size: 97, lr: 3.99e-04
2022-08-25 12:34:53,585 INFO [train.py:927] (6/8) Epoch 9, batch 9850, libri_loss[loss=0.2416, simple_loss=0.3284, pruned_loss=0.07737, over 12280.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008128, over 37.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2941, pruned_loss=0.05702, over 2477074.27 frames. utt_duration=408.2 frames, utt_pad_proportion=0.06785, over 24345.46 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2955, pruned_loss=0.05879, over 2447314.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.04817, over 7654.86 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2936, pruned_loss=0.05685, over 2478123.20 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06747, over 25717.72 utterances.], batch size: 37, lr: 3.99e-04
2022-08-25 12:36:52,431 INFO [train.py:927] (6/8) Epoch 9, batch 9900, giga_loss[loss=0.2101, simple_loss=0.2949, pruned_loss=0.0627, over 12385.00 frames. utt_duration=511.9 frames, utt_pad_proportion=0.03042, over 97.00 utterances.], tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05784, over 2477326.57 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06991, over 24747.18 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.296, pruned_loss=0.05908, over 2447753.45 frames. utt_duration=1268 frames, utt_pad_proportion=0.0522, over 7732.61 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2924, pruned_loss=0.05741, over 2478160.91 frames. utt_duration=382.5 frames, utt_pad_proportion=0.06851, over 25996.64 utterances.], batch size: 97, lr: 3.99e-04
2022-08-25 12:38:37,999 INFO [train.py:927] (6/8) Epoch 9, batch 9950, giga_loss[loss=0.227, simple_loss=0.3177, pruned_loss=0.06817, over 12231.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03211, over 42.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2973, pruned_loss=0.06023, over 2476886.79 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06975, over 24026.37 utterances.], libri_tot_loss[loss=0.2073, simple_loss=0.2962, pruned_loss=0.05917, over 2448561.42 frames. utt_duration=1249 frames, utt_pad_proportion=0.05651, over 7849.78 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2963, pruned_loss=0.05979, over 2477731.84 frames. utt_duration=390.9 frames, utt_pad_proportion=0.06773, over 25432.85 utterances.], batch size: 42, lr: 3.99e-04
2022-08-25 12:40:23,498 INFO [train.py:927] (6/8) Epoch 9, batch 10000, giga_loss[loss=0.2178, simple_loss=0.2987, pruned_loss=0.06842, over 12267.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.02941, over 45.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.3021, pruned_loss=0.06313, over 2475725.37 frames. utt_duration=438.4 frames, utt_pad_proportion=0.06597, over 22655.07 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2957, pruned_loss=0.05895, over 2448928.51 frames. utt_duration=1254 frames, utt_pad_proportion=0.05596, over 7821.16 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.3019, pruned_loss=0.06302, over 2476434.37 frames. utt_duration=413.9 frames, utt_pad_proportion=0.06466, over 24004.61 utterances.], batch size: 45, lr: 3.99e-04
2022-08-25 12:42:08,705 INFO [train.py:927] (6/8) Epoch 9, batch 10050, giga_loss[loss=0.1956, simple_loss=0.277, pruned_loss=0.05711, over 12353.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03241, over 97.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2973, pruned_loss=0.06195, over 2475329.27 frames. utt_duration=466.3 frames, utt_pad_proportion=0.06475, over 21292.19 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.2959, pruned_loss=0.0591, over 2449514.01 frames. utt_duration=1258 frames, utt_pad_proportion=0.05523, over 7799.89 utterances.], giga_tot_loss[loss=0.2103, simple_loss=0.2971, pruned_loss=0.06179, over 2475839.05 frames. utt_duration=439 frames, utt_pad_proportion=0.06399, over 22627.30 utterances.], batch size: 97, lr: 3.99e-04
2022-08-25 12:43:53,045 INFO [train.py:927] (6/8) Epoch 9, batch 10100, giga_loss[loss=0.2046, simple_loss=0.2827, pruned_loss=0.06329, over 12373.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05312, over 161.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2897, pruned_loss=0.05901, over 2474649.73 frames. utt_duration=502.8 frames, utt_pad_proportion=0.06327, over 19740.34 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2962, pruned_loss=0.05906, over 2450151.59 frames. utt_duration=1263 frames, utt_pad_proportion=0.0542, over 7770.14 utterances.], giga_tot_loss[loss=0.2036, simple_loss=0.2892, pruned_loss=0.05896, over 2475045.93 frames. utt_duration=470.3 frames, utt_pad_proportion=0.06308, over 21108.89 utterances.], batch size: 161, lr: 3.99e-04
2022-08-25 12:45:35,688 INFO [train.py:927] (6/8) Epoch 9, batch 10150, giga_loss[loss=0.1868, simple_loss=0.2667, pruned_loss=0.05351, over 12451.00 frames. utt_duration=406.1 frames, utt_pad_proportion=0.03757, over 123.00 utterances.], tot_loss[loss=0.1973, simple_loss=0.2822, pruned_loss=0.05621, over 2475029.43 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06132, over 19647.54 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2961, pruned_loss=0.05908, over 2450164.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05404, over 7759.29 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2818, pruned_loss=0.05614, over 2475450.11 frames. utt_duration=477.7 frames, utt_pad_proportion=0.06133, over 20788.16 utterances.], batch size: 123, lr: 3.99e-04
2022-08-25 12:47:19,869 INFO [train.py:927] (6/8) Epoch 9, batch 10200, giga_loss[loss=0.147, simple_loss=0.2298, pruned_loss=0.0321, over 12180.00 frames. utt_duration=1742 frames, utt_pad_proportion=0.04247, over 28.00 utterances.], tot_loss[loss=0.1927, simple_loss=0.2767, pruned_loss=0.05433, over 2474373.09 frames. utt_duration=516 frames, utt_pad_proportion=0.06318, over 19232.68 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2955, pruned_loss=0.05889, over 2450691.33 frames. utt_duration=1271 frames, utt_pad_proportion=0.05264, over 7723.32 utterances.], giga_tot_loss[loss=0.1925, simple_loss=0.2764, pruned_loss=0.05431, over 2474996.05 frames. utt_duration=483.1 frames, utt_pad_proportion=0.06369, over 20553.45 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 12:49:03,013 INFO [train.py:927] (6/8) Epoch 9, batch 10250, giga_loss[loss=0.1847, simple_loss=0.2674, pruned_loss=0.05102, over 12433.00 frames. utt_duration=475.1 frames, utt_pad_proportion=0.03817, over 105.00 utterances.], tot_loss[loss=0.1888, simple_loss=0.2725, pruned_loss=0.05251, over 2473976.48 frames. utt_duration=529.7 frames, utt_pad_proportion=0.05883, over 18730.60 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.295, pruned_loss=0.05867, over 2451032.63 frames. utt_duration=1278 frames, utt_pad_proportion=0.05178, over 7679.09 utterances.], giga_tot_loss[loss=0.1886, simple_loss=0.2722, pruned_loss=0.05254, over 2474791.90 frames. utt_duration=493.1 frames, utt_pad_proportion=0.05988, over 20134.29 utterances.], batch size: 105, lr: 3.98e-04
2022-08-25 12:50:47,778 INFO [train.py:927] (6/8) Epoch 9, batch 10300, giga_loss[loss=0.1871, simple_loss=0.2747, pruned_loss=0.04976, over 12264.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02809, over 54.00 utterances.], tot_loss[loss=0.1855, simple_loss=0.2687, pruned_loss=0.05118, over 2473290.13 frames. utt_duration=533.3 frames, utt_pad_proportion=0.06077, over 18599.79 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2946, pruned_loss=0.05844, over 2451404.09 frames. utt_duration=1285 frames, utt_pad_proportion=0.05044, over 7641.81 utterances.], giga_tot_loss[loss=0.1852, simple_loss=0.268, pruned_loss=0.0512, over 2474296.88 frames. utt_duration=493.3 frames, utt_pad_proportion=0.06203, over 20120.28 utterances.], batch size: 54, lr: 3.98e-04
2022-08-25 12:52:29,483 INFO [train.py:927] (6/8) Epoch 9, batch 10350, giga_loss[loss=0.1696, simple_loss=0.2521, pruned_loss=0.04358, over 12316.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02656, over 45.00 utterances.], tot_loss[loss=0.1821, simple_loss=0.2647, pruned_loss=0.04977, over 2473348.84 frames. utt_duration=523.8 frames, utt_pad_proportion=0.06313, over 18941.15 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2943, pruned_loss=0.05835, over 2451795.03 frames. utt_duration=1286 frames, utt_pad_proportion=0.04979, over 7637.74 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2635, pruned_loss=0.04961, over 2474483.28 frames. utt_duration=483.4 frames, utt_pad_proportion=0.06435, over 20538.65 utterances.], batch size: 45, lr: 3.98e-04
2022-08-25 12:54:14,255 INFO [train.py:927] (6/8) Epoch 9, batch 10400, giga_loss[loss=0.1914, simple_loss=0.2573, pruned_loss=0.0627, over 12387.00 frames. utt_duration=194.2 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.1785, simple_loss=0.2605, pruned_loss=0.04827, over 2473453.09 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06408, over 19135.32 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2935, pruned_loss=0.05807, over 2451893.89 frames. utt_duration=1292 frames, utt_pad_proportion=0.04856, over 7600.70 utterances.], giga_tot_loss[loss=0.1776, simple_loss=0.2591, pruned_loss=0.04806, over 2475083.25 frames. utt_duration=475.9 frames, utt_pad_proportion=0.0655, over 20866.14 utterances.], batch size: 257, lr: 3.98e-04
2022-08-25 12:55:59,241 INFO [train.py:927] (6/8) Epoch 9, batch 10450, libri_loss[loss=0.1707, simple_loss=0.2575, pruned_loss=0.04195, over 12463.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004726, over 32.00 utterances.], tot_loss[loss=0.1851, simple_loss=0.2677, pruned_loss=0.05122, over 2472644.02 frames. utt_duration=549 frames, utt_pad_proportion=0.05971, over 18064.36 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05787, over 2452032.42 frames. utt_duration=1298 frames, utt_pad_proportion=0.04784, over 7568.01 utterances.], giga_tot_loss[loss=0.1842, simple_loss=0.2664, pruned_loss=0.05104, over 2474253.31 frames. utt_duration=503.5 frames, utt_pad_proportion=0.06159, over 19713.60 utterances.], batch size: 32, lr: 3.98e-04
2022-08-25 12:57:42,434 INFO [train.py:927] (6/8) Epoch 9, batch 10500, libri_loss[loss=0.2, simple_loss=0.293, pruned_loss=0.05351, over 12454.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03421, over 46.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2783, pruned_loss=0.05639, over 2471832.81 frames. utt_duration=557 frames, utt_pad_proportion=0.06225, over 17796.68 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2929, pruned_loss=0.05789, over 2452115.78 frames. utt_duration=1291 frames, utt_pad_proportion=0.05089, over 7608.26 utterances.], giga_tot_loss[loss=0.1944, simple_loss=0.2766, pruned_loss=0.05608, over 2473878.08 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06257, over 19525.71 utterances.], batch size: 46, lr: 3.98e-04
2022-08-25 12:59:26,909 INFO [train.py:927] (6/8) Epoch 9, batch 10550, giga_loss[loss=0.1972, simple_loss=0.2968, pruned_loss=0.04878, over 12382.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.03469, over 122.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2838, pruned_loss=0.058, over 2472205.83 frames. utt_duration=557 frames, utt_pad_proportion=0.06438, over 17799.77 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05789, over 2452445.15 frames. utt_duration=1293 frames, utt_pad_proportion=0.05022, over 7594.14 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2824, pruned_loss=0.05776, over 2473909.70 frames. utt_duration=512.5 frames, utt_pad_proportion=0.06478, over 19363.84 utterances.], batch size: 122, lr: 3.98e-04
2022-08-25 13:01:10,714 INFO [train.py:927] (6/8) Epoch 9, batch 10600, giga_loss[loss=0.2286, simple_loss=0.316, pruned_loss=0.07064, over 12349.00 frames. utt_duration=707.4 frames, utt_pad_proportion=0.02969, over 70.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2886, pruned_loss=0.05994, over 2473036.86 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06872, over 17983.48 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2932, pruned_loss=0.0579, over 2452725.18 frames. utt_duration=1284 frames, utt_pad_proportion=0.05419, over 7651.24 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.287, pruned_loss=0.05977, over 2474596.00 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06755, over 19415.49 utterances.], batch size: 70, lr: 3.98e-04
2022-08-25 13:02:55,785 INFO [train.py:927] (6/8) Epoch 9, batch 10650, giga_loss[loss=0.2172, simple_loss=0.3037, pruned_loss=0.06534, over 12249.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03485, over 28.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2929, pruned_loss=0.06271, over 2473256.15 frames. utt_duration=548.9 frames, utt_pad_proportion=0.06852, over 18073.58 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05786, over 2453343.11 frames. utt_duration=1287 frames, utt_pad_proportion=0.05336, over 7635.36 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.2917, pruned_loss=0.06265, over 2474309.56 frames. utt_duration=511.7 frames, utt_pad_proportion=0.06796, over 19396.70 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 13:04:39,281 INFO [train.py:927] (6/8) Epoch 9, batch 10700, giga_loss[loss=0.2224, simple_loss=0.3168, pruned_loss=0.064, over 12334.00 frames. utt_duration=797.2 frames, utt_pad_proportion=0.03367, over 62.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2976, pruned_loss=0.06456, over 2473662.18 frames. utt_duration=557.8 frames, utt_pad_proportion=0.06647, over 17786.63 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05813, over 2454213.98 frames. utt_duration=1281 frames, utt_pad_proportion=0.05288, over 7671.00 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2962, pruned_loss=0.06445, over 2474372.04 frames. utt_duration=518.5 frames, utt_pad_proportion=0.06656, over 19143.22 utterances.], batch size: 62, lr: 3.98e-04
2022-08-25 13:06:22,838 INFO [train.py:927] (6/8) Epoch 9, batch 10750, giga_loss[loss=0.1942, simple_loss=0.2914, pruned_loss=0.0485, over 12406.00 frames. utt_duration=710.1 frames, utt_pad_proportion=0.02587, over 70.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3004, pruned_loss=0.06524, over 2473598.40 frames. utt_duration=579.4 frames, utt_pad_proportion=0.06274, over 17121.77 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05805, over 2454559.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.05297, over 7692.24 utterances.], giga_tot_loss[loss=0.2151, simple_loss=0.2995, pruned_loss=0.06536, over 2474184.48 frames. utt_duration=540.7 frames, utt_pad_proportion=0.06314, over 18353.56 utterances.], batch size: 70, lr: 3.98e-04
2022-08-25 13:08:08,540 INFO [train.py:927] (6/8) Epoch 9, batch 10800, giga_loss[loss=0.2505, simple_loss=0.3178, pruned_loss=0.09165, over 12383.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09706, over 256.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3008, pruned_loss=0.06445, over 2473211.05 frames. utt_duration=575.1 frames, utt_pad_proportion=0.06244, over 17247.39 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2933, pruned_loss=0.05801, over 2454480.72 frames. utt_duration=1279 frames, utt_pad_proportion=0.05279, over 7683.77 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.3002, pruned_loss=0.06461, over 2473831.08 frames. utt_duration=543.3 frames, utt_pad_proportion=0.06285, over 18263.83 utterances.], batch size: 256, lr: 3.98e-04
2022-08-25 13:09:52,831 INFO [train.py:927] (6/8) Epoch 9, batch 10850, giga_loss[loss=0.2189, simple_loss=0.3042, pruned_loss=0.06678, over 12337.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.3001, pruned_loss=0.06312, over 2472283.83 frames. utt_duration=621.7 frames, utt_pad_proportion=0.05774, over 15944.21 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2934, pruned_loss=0.05792, over 2455063.95 frames. utt_duration=1282 frames, utt_pad_proportion=0.05152, over 7668.65 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2999, pruned_loss=0.06355, over 2472989.61 frames. utt_duration=578.2 frames, utt_pad_proportion=0.05902, over 17153.48 utterances.], batch size: 97, lr: 3.98e-04
2022-08-25 13:11:35,909 INFO [train.py:927] (6/8) Epoch 9, batch 10900, giga_loss[loss=0.2237, simple_loss=0.3189, pruned_loss=0.06425, over 12462.00 frames. utt_duration=1919 frames, utt_pad_proportion=0.04073, over 26.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3026, pruned_loss=0.06603, over 2471988.02 frames. utt_duration=620.2 frames, utt_pad_proportion=0.06332, over 15982.54 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2939, pruned_loss=0.05821, over 2455762.11 frames. utt_duration=1279 frames, utt_pad_proportion=0.05131, over 7687.71 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.3022, pruned_loss=0.0663, over 2472473.80 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06426, over 17197.03 utterances.], batch size: 26, lr: 3.98e-04
2022-08-25 13:13:21,948 INFO [train.py:927] (6/8) Epoch 9, batch 10950, giga_loss[loss=0.2545, simple_loss=0.3318, pruned_loss=0.08858, over 12360.00 frames. utt_duration=970.9 frames, utt_pad_proportion=0.03295, over 51.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3048, pruned_loss=0.0693, over 2472567.68 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06748, over 17054.99 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2939, pruned_loss=0.05814, over 2456298.79 frames. utt_duration=1280 frames, utt_pad_proportion=0.05051, over 7684.97 utterances.], giga_tot_loss[loss=0.2221, simple_loss=0.3047, pruned_loss=0.06976, over 2472770.00 frames. utt_duration=545.3 frames, utt_pad_proportion=0.06841, over 18188.94 utterances.], batch size: 51, lr: 3.98e-04
2022-08-25 13:15:15,184 INFO [train.py:927] (6/8) Epoch 9, batch 11000, giga_loss[loss=0.2253, simple_loss=0.3027, pruned_loss=0.07402, over 12396.00 frames. utt_duration=374.3 frames, utt_pad_proportion=0.04018, over 133.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3027, pruned_loss=0.06845, over 2472675.87 frames. utt_duration=583.7 frames, utt_pad_proportion=0.06646, over 16989.44 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2938, pruned_loss=0.0581, over 2456261.11 frames. utt_duration=1282 frames, utt_pad_proportion=0.04993, over 7673.73 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3027, pruned_loss=0.06901, over 2473109.83 frames. utt_duration=550 frames, utt_pad_proportion=0.0676, over 18034.70 utterances.], batch size: 133, lr: 3.98e-04
2022-08-25 13:17:01,367 INFO [train.py:927] (6/8) Epoch 9, batch 11050, giga_loss[loss=0.2021, simple_loss=0.2847, pruned_loss=0.05979, over 12237.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.03838, over 28.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3013, pruned_loss=0.06747, over 2472432.19 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06741, over 17564.23 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2941, pruned_loss=0.05825, over 2456776.87 frames. utt_duration=1283 frames, utt_pad_proportion=0.04883, over 7670.59 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3014, pruned_loss=0.06804, over 2472758.86 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06878, over 18635.30 utterances.], batch size: 28, lr: 3.98e-04
2022-08-25 13:18:48,938 INFO [train.py:927] (6/8) Epoch 9, batch 11100, libri_loss[loss=0.1677, simple_loss=0.252, pruned_loss=0.04165, over 12215.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.0098, over 29.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.297, pruned_loss=0.06538, over 2472510.17 frames. utt_duration=567 frames, utt_pad_proportion=0.06739, over 17490.18 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05793, over 2456801.39 frames. utt_duration=1289 frames, utt_pad_proportion=0.04773, over 7632.76 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2975, pruned_loss=0.06639, over 2473298.10 frames. utt_duration=529.9 frames, utt_pad_proportion=0.06915, over 18722.96 utterances.], batch size: 29, lr: 3.98e-04
2022-08-25 13:20:32,917 INFO [train.py:927] (6/8) Epoch 9, batch 11150, giga_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05943, over 12232.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.03298, over 45.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2938, pruned_loss=0.0643, over 2472774.68 frames. utt_duration=522.4 frames, utt_pad_proportion=0.07684, over 18989.46 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2943, pruned_loss=0.05827, over 2457123.82 frames. utt_duration=1277 frames, utt_pad_proportion=0.05181, over 7706.27 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2937, pruned_loss=0.06493, over 2473383.58 frames. utt_duration=493.8 frames, utt_pad_proportion=0.07659, over 20097.39 utterances.], batch size: 45, lr: 3.98e-04
2022-08-25 13:22:18,228 INFO [train.py:927] (6/8) Epoch 9, batch 11200, giga_loss[loss=0.2135, simple_loss=0.2952, pruned_loss=0.06585, over 12421.00 frames. utt_duration=857.9 frames, utt_pad_proportion=0.02737, over 58.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2939, pruned_loss=0.06402, over 2472648.84 frames. utt_duration=526.3 frames, utt_pad_proportion=0.07409, over 18847.77 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2947, pruned_loss=0.05839, over 2457143.46 frames. utt_duration=1277 frames, utt_pad_proportion=0.05125, over 7702.65 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2935, pruned_loss=0.06447, over 2473323.84 frames. utt_duration=499.3 frames, utt_pad_proportion=0.07433, over 19875.02 utterances.], batch size: 58, lr: 3.98e-04
2022-08-25 13:23:59,016 INFO [train.py:927] (6/8) Epoch 9, batch 11250, giga_loss[loss=0.1989, simple_loss=0.2796, pruned_loss=0.05914, over 12368.00 frames. utt_duration=439.3 frames, utt_pad_proportion=0.04083, over 113.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2905, pruned_loss=0.0628, over 2472746.43 frames. utt_duration=547.3 frames, utt_pad_proportion=0.06971, over 18123.03 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2944, pruned_loss=0.05825, over 2457259.78 frames. utt_duration=1280 frames, utt_pad_proportion=0.05071, over 7685.15 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2904, pruned_loss=0.06336, over 2473407.07 frames. utt_duration=519.5 frames, utt_pad_proportion=0.0704, over 19099.96 utterances.], batch size: 113, lr: 3.98e-04
2022-08-25 13:25:42,872 INFO [train.py:927] (6/8) Epoch 9, batch 11300, giga_loss[loss=0.187, simple_loss=0.2696, pruned_loss=0.05217, over 12391.00 frames. utt_duration=709.7 frames, utt_pad_proportion=0.02651, over 70.00 utterances.], tot_loss[loss=0.2061, simple_loss=0.2878, pruned_loss=0.06219, over 2472856.86 frames. utt_duration=566.6 frames, utt_pad_proportion=0.0673, over 17505.03 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2942, pruned_loss=0.0581, over 2457418.48 frames. utt_duration=1282 frames, utt_pad_proportion=0.05047, over 7673.93 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2877, pruned_loss=0.0629, over 2473697.21 frames. utt_duration=534.1 frames, utt_pad_proportion=0.06825, over 18578.06 utterances.], batch size: 70, lr: 3.98e-04
2022-08-25 13:27:24,984 INFO [train.py:927] (6/8) Epoch 9, batch 11350, libri_loss[loss=0.2311, simple_loss=0.3235, pruned_loss=0.06938, over 12445.00 frames. utt_duration=767.3 frames, utt_pad_proportion=0.1271, over 65.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.285, pruned_loss=0.06121, over 2472605.83 frames. utt_duration=587 frames, utt_pad_proportion=0.06523, over 16892.23 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2943, pruned_loss=0.05819, over 2457939.04 frames. utt_duration=1281 frames, utt_pad_proportion=0.05031, over 7681.95 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2846, pruned_loss=0.06178, over 2473220.38 frames. utt_duration=550.6 frames, utt_pad_proportion=0.06635, over 18015.10 utterances.], batch size: 65, lr: 3.97e-04
2022-08-25 13:29:07,064 INFO [train.py:927] (6/8) Epoch 9, batch 11400, giga_loss[loss=0.2082, simple_loss=0.2849, pruned_loss=0.06569, over 12358.00 frames. utt_duration=271.8 frames, utt_pad_proportion=0.06593, over 183.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2828, pruned_loss=0.06023, over 2471903.27 frames. utt_duration=594.7 frames, utt_pad_proportion=0.06113, over 16668.40 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2939, pruned_loss=0.05801, over 2457884.86 frames. utt_duration=1288 frames, utt_pad_proportion=0.04936, over 7643.88 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2826, pruned_loss=0.06092, over 2472829.89 frames. utt_duration=555.8 frames, utt_pad_proportion=0.06276, over 17843.17 utterances.], batch size: 183, lr: 3.97e-04
2022-08-25 13:30:49,667 INFO [train.py:927] (6/8) Epoch 9, batch 11450, giga_loss[loss=0.1929, simple_loss=0.2725, pruned_loss=0.05667, over 12360.00 frames. utt_duration=308.7 frames, utt_pad_proportion=0.05321, over 161.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2812, pruned_loss=0.05952, over 2471334.37 frames. utt_duration=593.4 frames, utt_pad_proportion=0.06137, over 16700.25 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05793, over 2457779.46 frames. utt_duration=1287 frames, utt_pad_proportion=0.04876, over 7648.30 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2807, pruned_loss=0.06023, over 2472785.73 frames. utt_duration=550 frames, utt_pad_proportion=0.06314, over 18031.74 utterances.], batch size: 161, lr: 3.97e-04
2022-08-25 13:32:34,693 INFO [train.py:927] (6/8) Epoch 9, batch 11500, giga_loss[loss=0.1815, simple_loss=0.2613, pruned_loss=0.05085, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03602, over 37.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2808, pruned_loss=0.05946, over 2471611.11 frames. utt_duration=615.8 frames, utt_pad_proportion=0.05888, over 16093.63 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2936, pruned_loss=0.05786, over 2457967.58 frames. utt_duration=1274 frames, utt_pad_proportion=0.05243, over 7725.87 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2801, pruned_loss=0.06013, over 2472975.46 frames. utt_duration=572.6 frames, utt_pad_proportion=0.05917, over 17320.77 utterances.], batch size: 37, lr: 3.97e-04
2022-08-25 13:34:18,883 INFO [train.py:927] (6/8) Epoch 9, batch 11550, giga_loss[loss=0.2835, simple_loss=0.3597, pruned_loss=0.1036, over 12398.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06865, over 211.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2858, pruned_loss=0.06242, over 2471989.59 frames. utt_duration=601 frames, utt_pad_proportion=0.05845, over 16492.66 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2936, pruned_loss=0.05783, over 2458064.12 frames. utt_duration=1276 frames, utt_pad_proportion=0.05204, over 7714.64 utterances.], giga_tot_loss[loss=0.2056, simple_loss=0.2853, pruned_loss=0.06301, over 2473106.59 frames. utt_duration=565 frames, utt_pad_proportion=0.05889, over 17555.21 utterances.], batch size: 211, lr: 3.97e-04
2022-08-25 13:36:03,642 INFO [train.py:927] (6/8) Epoch 9, batch 11600, giga_loss[loss=0.2772, simple_loss=0.3497, pruned_loss=0.1024, over 12291.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.0283, over 45.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2916, pruned_loss=0.0652, over 2472214.96 frames. utt_duration=576.2 frames, utt_pad_proportion=0.06277, over 17207.33 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.294, pruned_loss=0.05793, over 2458257.34 frames. utt_duration=1274 frames, utt_pad_proportion=0.05233, over 7729.87 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2907, pruned_loss=0.06565, over 2473106.94 frames. utt_duration=546.5 frames, utt_pad_proportion=0.06285, over 18150.23 utterances.], batch size: 45, lr: 3.97e-04
2022-08-25 13:37:47,190 INFO [train.py:927] (6/8) Epoch 9, batch 11650, giga_loss[loss=0.2427, simple_loss=0.3245, pruned_loss=0.08047, over 12387.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2159, simple_loss=0.2974, pruned_loss=0.06722, over 2472640.15 frames. utt_duration=565.5 frames, utt_pad_proportion=0.06413, over 17535.20 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2941, pruned_loss=0.05795, over 2458351.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.05164, over 7723.25 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2966, pruned_loss=0.0677, over 2473513.71 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06442, over 18452.23 utterances.], batch size: 133, lr: 3.97e-04
2022-08-25 13:39:29,665 INFO [train.py:927] (6/8) Epoch 9, batch 11700, giga_loss[loss=0.1873, simple_loss=0.2768, pruned_loss=0.0489, over 12331.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2169, simple_loss=0.2997, pruned_loss=0.06705, over 2473674.40 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06028, over 17382.55 utterances.], libri_tot_loss[loss=0.2056, simple_loss=0.2947, pruned_loss=0.05822, over 2458758.02 frames. utt_duration=1264 frames, utt_pad_proportion=0.05511, over 7792.69 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2986, pruned_loss=0.06738, over 2474280.45 frames. utt_duration=544.7 frames, utt_pad_proportion=0.05963, over 18221.24 utterances.], batch size: 97, lr: 3.97e-04
2022-08-25 13:41:12,317 INFO [train.py:927] (6/8) Epoch 9, batch 11750, giga_loss[loss=0.2316, simple_loss=0.3129, pruned_loss=0.07521, over 12391.00 frames. utt_duration=801.1 frames, utt_pad_proportion=0.03015, over 62.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2988, pruned_loss=0.06507, over 2473818.44 frames. utt_duration=573.5 frames, utt_pad_proportion=0.05838, over 17299.55 utterances.], libri_tot_loss[loss=0.2058, simple_loss=0.2951, pruned_loss=0.05822, over 2459121.32 frames. utt_duration=1268 frames, utt_pad_proportion=0.05413, over 7768.06 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2977, pruned_loss=0.06551, over 2474315.25 frames. utt_duration=545.2 frames, utt_pad_proportion=0.05834, over 18201.97 utterances.], batch size: 62, lr: 3.97e-04
2022-08-25 13:42:56,957 INFO [train.py:927] (6/8) Epoch 9, batch 11800, giga_loss[loss=0.2269, simple_loss=0.3155, pruned_loss=0.0692, over 12353.00 frames. utt_duration=853.7 frames, utt_pad_proportion=0.03212, over 58.00 utterances.], tot_loss[loss=0.2152, simple_loss=0.2995, pruned_loss=0.06545, over 2473191.32 frames. utt_duration=561.2 frames, utt_pad_proportion=0.0613, over 17675.61 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2948, pruned_loss=0.05804, over 2459102.38 frames. utt_duration=1270 frames, utt_pad_proportion=0.05357, over 7751.60 utterances.], giga_tot_loss[loss=0.2155, simple_loss=0.2989, pruned_loss=0.06603, over 2473773.31 frames. utt_duration=535.8 frames, utt_pad_proportion=0.06135, over 18519.26 utterances.], batch size: 58, lr: 3.97e-04
2022-08-25 13:44:42,217 INFO [train.py:927] (6/8) Epoch 9, batch 11850, giga_loss[loss=0.203, simple_loss=0.2924, pruned_loss=0.05676, over 12371.00 frames. utt_duration=708.3 frames, utt_pad_proportion=0.02838, over 70.00 utterances.], tot_loss[loss=0.2188, simple_loss=0.3024, pruned_loss=0.06757, over 2473761.75 frames. utt_duration=571.8 frames, utt_pad_proportion=0.0583, over 17351.83 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2949, pruned_loss=0.05808, over 2459578.32 frames. utt_duration=1271 frames, utt_pad_proportion=0.05266, over 7750.83 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.302, pruned_loss=0.06817, over 2474101.04 frames. utt_duration=543.9 frames, utt_pad_proportion=0.05888, over 18244.34 utterances.], batch size: 70, lr: 3.97e-04
2022-08-25 13:46:26,672 INFO [train.py:927] (6/8) Epoch 9, batch 11900, giga_loss[loss=0.2148, simple_loss=0.2949, pruned_loss=0.06733, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04656, over 31.00 utterances.], tot_loss[loss=0.2208, simple_loss=0.3034, pruned_loss=0.06907, over 2473139.18 frames. utt_duration=569.2 frames, utt_pad_proportion=0.06313, over 17425.62 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2948, pruned_loss=0.05812, over 2459217.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05578, over 7801.38 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3035, pruned_loss=0.06987, over 2474229.09 frames. utt_duration=537.8 frames, utt_pad_proportion=0.06234, over 18453.63 utterances.], batch size: 31, lr: 3.97e-04
2022-08-25 13:48:10,183 INFO [train.py:927] (6/8) Epoch 9, batch 11950, giga_loss[loss=0.2304, simple_loss=0.3232, pruned_loss=0.06882, over 12352.00 frames. utt_duration=544.4 frames, utt_pad_proportion=0.02968, over 91.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3027, pruned_loss=0.06859, over 2472813.70 frames. utt_duration=601.4 frames, utt_pad_proportion=0.05848, over 16489.09 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.294, pruned_loss=0.05798, over 2459535.46 frames. utt_duration=1266 frames, utt_pad_proportion=0.05502, over 7781.76 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3038, pruned_loss=0.06975, over 2473886.46 frames. utt_duration=561.6 frames, utt_pad_proportion=0.05846, over 17666.53 utterances.], batch size: 91, lr: 3.97e-04
2022-08-25 13:49:56,643 INFO [train.py:927] (6/8) Epoch 9, batch 12000, giga_loss[loss=0.2121, simple_loss=0.3105, pruned_loss=0.05686, over 12366.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02844, over 66.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3037, pruned_loss=0.06871, over 2472486.53 frames. utt_duration=622.2 frames, utt_pad_proportion=0.05636, over 15932.90 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05776, over 2459713.51 frames. utt_duration=1272 frames, utt_pad_proportion=0.05386, over 7741.73 utterances.], giga_tot_loss[loss=0.2229, simple_loss=0.3056, pruned_loss=0.07015, over 2473536.21 frames. utt_duration=578.8 frames, utt_pad_proportion=0.05698, over 17140.20 utterances.], batch size: 66, lr: 3.97e-04
2022-08-25 13:49:56,644 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 13:50:11,626 INFO [train.py:967] (6/8) Epoch 9, validation: loss=0.1847, simple_loss=0.2908, pruned_loss=0.03928, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 13:51:55,248 INFO [train.py:927] (6/8) Epoch 9, batch 12050, libri_loss[loss=0.1905, simple_loss=0.2845, pruned_loss=0.04829, over 12183.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.0067, over 33.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3045, pruned_loss=0.06924, over 2472531.42 frames. utt_duration=613.2 frames, utt_pad_proportion=0.05929, over 16168.72 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2934, pruned_loss=0.05769, over 2459795.43 frames. utt_duration=1273 frames, utt_pad_proportion=0.05334, over 7738.62 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.306, pruned_loss=0.0706, over 2473474.25 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05985, over 17243.40 utterances.], batch size: 33, lr: 3.97e-04
2022-08-25 13:53:37,421 INFO [train.py:927] (6/8) Epoch 9, batch 12100, libri_loss[loss=0.2048, simple_loss=0.2975, pruned_loss=0.05606, over 12356.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.01064, over 38.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3034, pruned_loss=0.06896, over 2472473.58 frames. utt_duration=631.1 frames, utt_pad_proportion=0.05771, over 15708.67 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2935, pruned_loss=0.05776, over 2460051.78 frames. utt_duration=1277 frames, utt_pad_proportion=0.05204, over 7716.21 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3048, pruned_loss=0.07036, over 2473387.85 frames. utt_duration=588.2 frames, utt_pad_proportion=0.05893, over 16862.76 utterances.], batch size: 38, lr: 3.97e-04
2022-08-25 13:55:20,322 INFO [train.py:927] (6/8) Epoch 9, batch 12150, giga_loss[loss=0.2259, simple_loss=0.3107, pruned_loss=0.07056, over 12432.00 frames. utt_duration=342.2 frames, utt_pad_proportion=0.04158, over 146.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3039, pruned_loss=0.0699, over 2472573.78 frames. utt_duration=616.1 frames, utt_pad_proportion=0.06166, over 16092.22 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2938, pruned_loss=0.05803, over 2460020.52 frames. utt_duration=1278 frames, utt_pad_proportion=0.05104, over 7710.89 utterances.], giga_tot_loss[loss=0.2236, simple_loss=0.305, pruned_loss=0.07109, over 2473667.23 frames. utt_duration=575.7 frames, utt_pad_proportion=0.06284, over 17232.22 utterances.], batch size: 146, lr: 3.97e-04
2022-08-25 13:57:04,547 INFO [train.py:927] (6/8) Epoch 9, batch 12200, giga_loss[loss=0.234, simple_loss=0.3219, pruned_loss=0.07304, over 12391.00 frames. utt_duration=973.3 frames, utt_pad_proportion=0.03062, over 51.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3042, pruned_loss=0.06954, over 2471970.89 frames. utt_duration=647.1 frames, utt_pad_proportion=0.05758, over 15316.77 utterances.], libri_tot_loss[loss=0.2052, simple_loss=0.2941, pruned_loss=0.0582, over 2460195.21 frames. utt_duration=1278 frames, utt_pad_proportion=0.05029, over 7709.68 utterances.], giga_tot_loss[loss=0.2231, simple_loss=0.3051, pruned_loss=0.07054, over 2472893.86 frames. utt_duration=605.9 frames, utt_pad_proportion=0.0592, over 16366.04 utterances.], batch size: 51, lr: 3.97e-04
2022-08-25 13:58:48,500 INFO [train.py:927] (6/8) Epoch 9, batch 12250, libri_loss[loss=0.2267, simple_loss=0.3394, pruned_loss=0.05699, over 12291.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006941, over 35.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3045, pruned_loss=0.06969, over 2472518.59 frames. utt_duration=641.3 frames, utt_pad_proportion=0.05733, over 15458.57 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2945, pruned_loss=0.05819, over 2460177.46 frames. utt_duration=1279 frames, utt_pad_proportion=0.04952, over 7703.54 utterances.], giga_tot_loss[loss=0.2232, simple_loss=0.305, pruned_loss=0.07069, over 2473477.98 frames. utt_duration=603.7 frames, utt_pad_proportion=0.05899, over 16429.85 utterances.], batch size: 35, lr: 3.97e-04
2022-08-25 14:00:30,393 INFO [train.py:927] (6/8) Epoch 9, batch 12300, libri_loss[loss=0.2296, simple_loss=0.3059, pruned_loss=0.07663, over 12244.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00568, over 34.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3034, pruned_loss=0.06875, over 2471955.05 frames. utt_duration=641.9 frames, utt_pad_proportion=0.05455, over 15439.05 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2954, pruned_loss=0.05867, over 2460419.15 frames. utt_duration=1280 frames, utt_pad_proportion=0.04837, over 7697.82 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3034, pruned_loss=0.06968, over 2473124.02 frames. utt_duration=596.5 frames, utt_pad_proportion=0.0567, over 16625.56 utterances.], batch size: 34, lr: 3.97e-04
2022-08-25 14:02:13,545 INFO [train.py:927] (6/8) Epoch 9, batch 12350, giga_loss[loss=0.1806, simple_loss=0.2583, pruned_loss=0.05144, over 12213.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03202, over 42.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3002, pruned_loss=0.06758, over 2471593.71 frames. utt_duration=676.1 frames, utt_pad_proportion=0.05123, over 14654.99 utterances.], libri_tot_loss[loss=0.2061, simple_loss=0.295, pruned_loss=0.05863, over 2460761.37 frames. utt_duration=1285 frames, utt_pad_proportion=0.04755, over 7667.59 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3007, pruned_loss=0.06857, over 2472494.42 frames. utt_duration=627.8 frames, utt_pad_proportion=0.05365, over 15790.54 utterances.], batch size: 42, lr: 3.97e-04
2022-08-25 14:03:55,893 INFO [train.py:927] (6/8) Epoch 9, batch 12400, giga_loss[loss=0.2356, simple_loss=0.3162, pruned_loss=0.07757, over 12401.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06293, over 183.00 utterances.], tot_loss[loss=0.2165, simple_loss=0.2984, pruned_loss=0.06732, over 2470780.52 frames. utt_duration=655.7 frames, utt_pad_proportion=0.05898, over 15107.57 utterances.], libri_tot_loss[loss=0.2066, simple_loss=0.2953, pruned_loss=0.05894, over 2461234.02 frames. utt_duration=1285 frames, utt_pad_proportion=0.04685, over 7670.62 utterances.], giga_tot_loss[loss=0.2174, simple_loss=0.2986, pruned_loss=0.06808, over 2471342.89 frames. utt_duration=611.7 frames, utt_pad_proportion=0.06078, over 16200.59 utterances.], batch size: 183, lr: 3.97e-04
2022-08-25 14:05:40,313 INFO [train.py:927] (6/8) Epoch 9, batch 12450, giga_loss[loss=0.1858, simple_loss=0.2622, pruned_loss=0.05473, over 12227.00 frames. utt_duration=1256 frames, utt_pad_proportion=0.03114, over 39.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2955, pruned_loss=0.06657, over 2471364.85 frames. utt_duration=652.2 frames, utt_pad_proportion=0.06053, over 15192.79 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.295, pruned_loss=0.05901, over 2461691.15 frames. utt_duration=1288 frames, utt_pad_proportion=0.04624, over 7652.76 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.296, pruned_loss=0.06734, over 2471651.52 frames. utt_duration=608.5 frames, utt_pad_proportion=0.06231, over 16287.32 utterances.], batch size: 39, lr: 3.96e-04
2022-08-25 14:07:24,568 INFO [train.py:927] (6/8) Epoch 9, batch 12500, giga_loss[loss=0.2451, simple_loss=0.3217, pruned_loss=0.08429, over 12388.00 frames. utt_duration=236.2 frames, utt_pad_proportion=0.07005, over 211.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2938, pruned_loss=0.06594, over 2471887.23 frames. utt_duration=614.4 frames, utt_pad_proportion=0.06462, over 16132.34 utterances.], libri_tot_loss[loss=0.2064, simple_loss=0.2949, pruned_loss=0.059, over 2461403.22 frames. utt_duration=1292 frames, utt_pad_proportion=0.0456, over 7626.93 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2943, pruned_loss=0.06666, over 2472565.73 frames. utt_duration=577.7 frames, utt_pad_proportion=0.06605, over 17163.52 utterances.], batch size: 211, lr: 3.96e-04
2022-08-25 14:09:06,693 INFO [train.py:927] (6/8) Epoch 9, batch 12550, giga_loss[loss=0.1929, simple_loss=0.2844, pruned_loss=0.05068, over 12459.00 frames. utt_duration=476.1 frames, utt_pad_proportion=0.03427, over 105.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2947, pruned_loss=0.06554, over 2472894.56 frames. utt_duration=583.4 frames, utt_pad_proportion=0.06277, over 16999.10 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2953, pruned_loss=0.05931, over 2461529.36 frames. utt_duration=1295 frames, utt_pad_proportion=0.0449, over 7611.53 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2947, pruned_loss=0.06596, over 2473537.46 frames. utt_duration=550.9 frames, utt_pad_proportion=0.06436, over 18009.77 utterances.], batch size: 105, lr: 3.96e-04
2022-08-25 14:10:49,327 INFO [train.py:927] (6/8) Epoch 9, batch 12600, giga_loss[loss=0.2119, simple_loss=0.3002, pruned_loss=0.06181, over 12342.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03329, over 97.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2964, pruned_loss=0.06552, over 2473433.67 frames. utt_duration=556.1 frames, utt_pad_proportion=0.06504, over 17839.87 utterances.], libri_tot_loss[loss=0.2072, simple_loss=0.2957, pruned_loss=0.05937, over 2461609.42 frames. utt_duration=1298 frames, utt_pad_proportion=0.04428, over 7596.46 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2961, pruned_loss=0.06591, over 2474080.88 frames. utt_duration=526.8 frames, utt_pad_proportion=0.06653, over 18838.12 utterances.], batch size: 97, lr: 3.96e-04
2022-08-25 14:12:30,931 INFO [train.py:927] (6/8) Epoch 9, batch 12650, giga_loss[loss=0.1987, simple_loss=0.2943, pruned_loss=0.0515, over 12348.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.03831, over 113.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2949, pruned_loss=0.0638, over 2472767.27 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05958, over 17223.38 utterances.], libri_tot_loss[loss=0.2078, simple_loss=0.296, pruned_loss=0.05976, over 2461598.55 frames. utt_duration=1299 frames, utt_pad_proportion=0.04308, over 7587.95 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2944, pruned_loss=0.06396, over 2473719.42 frames. utt_duration=539.4 frames, utt_pad_proportion=0.06182, over 18396.16 utterances.], batch size: 113, lr: 3.96e-04
2022-08-25 14:14:14,891 INFO [train.py:927] (6/8) Epoch 9, batch 12700, giga_loss[loss=0.2464, simple_loss=0.3243, pruned_loss=0.08426, over 12365.00 frames. utt_duration=511.4 frames, utt_pad_proportion=0.03142, over 97.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2953, pruned_loss=0.06437, over 2473418.96 frames. utt_duration=591.2 frames, utt_pad_proportion=0.05777, over 16778.80 utterances.], libri_tot_loss[loss=0.2087, simple_loss=0.2967, pruned_loss=0.06034, over 2462172.94 frames. utt_duration=1283 frames, utt_pad_proportion=0.04711, over 7683.40 utterances.], giga_tot_loss[loss=0.2112, simple_loss=0.2942, pruned_loss=0.06412, over 2474031.70 frames. utt_duration=553.2 frames, utt_pad_proportion=0.05856, over 17938.55 utterances.], batch size: 97, lr: 3.96e-04
2022-08-25 14:15:58,966 INFO [train.py:927] (6/8) Epoch 9, batch 12750, giga_loss[loss=0.2162, simple_loss=0.3104, pruned_loss=0.06103, over 12365.00 frames. utt_duration=708.1 frames, utt_pad_proportion=0.02869, over 70.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2974, pruned_loss=0.06555, over 2473882.87 frames. utt_duration=542 frames, utt_pad_proportion=0.05928, over 18308.48 utterances.], libri_tot_loss[loss=0.209, simple_loss=0.2969, pruned_loss=0.0605, over 2462043.08 frames. utt_duration=1284 frames, utt_pad_proportion=0.04694, over 7677.98 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2964, pruned_loss=0.06524, over 2474513.98 frames. utt_duration=515.5 frames, utt_pad_proportion=0.05986, over 19258.48 utterances.], batch size: 70, lr: 3.96e-04
2022-08-25 14:17:39,486 INFO [train.py:927] (6/8) Epoch 9, batch 12800, giga_loss[loss=0.2163, simple_loss=0.3004, pruned_loss=0.06613, over 12427.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.0317, over 122.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2994, pruned_loss=0.06669, over 2473828.74 frames. utt_duration=551.6 frames, utt_pad_proportion=0.05639, over 17989.53 utterances.], libri_tot_loss[loss=0.2095, simple_loss=0.2971, pruned_loss=0.06096, over 2462421.81 frames. utt_duration=1284 frames, utt_pad_proportion=0.04669, over 7682.34 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2984, pruned_loss=0.06619, over 2474371.67 frames. utt_duration=520 frames, utt_pad_proportion=0.05723, over 19088.10 utterances.], batch size: 122, lr: 3.96e-04
2022-08-25 14:19:21,381 INFO [train.py:927] (6/8) Epoch 9, batch 12850, giga_loss[loss=0.2084, simple_loss=0.2925, pruned_loss=0.06217, over 12273.00 frames. utt_duration=910.7 frames, utt_pad_proportion=0.02496, over 54.00 utterances.], tot_loss[loss=0.2171, simple_loss=0.3002, pruned_loss=0.06702, over 2473504.69 frames. utt_duration=558.2 frames, utt_pad_proportion=0.05971, over 17771.72 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2979, pruned_loss=0.06164, over 2462534.73 frames. utt_duration=1271 frames, utt_pad_proportion=0.05059, over 7758.13 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2988, pruned_loss=0.06617, over 2474139.68 frames. utt_duration=526.4 frames, utt_pad_proportion=0.05894, over 18855.39 utterances.], batch size: 54, lr: 3.96e-04
2022-08-25 14:21:04,583 INFO [train.py:927] (6/8) Epoch 9, batch 12900, libri_loss[loss=0.2003, simple_loss=0.2729, pruned_loss=0.06385, over 12212.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009502, over 29.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2993, pruned_loss=0.06652, over 2473093.41 frames. utt_duration=588.9 frames, utt_pad_proportion=0.05571, over 16839.78 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.2976, pruned_loss=0.06163, over 2462392.56 frames. utt_duration=1275 frames, utt_pad_proportion=0.05009, over 7733.86 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2985, pruned_loss=0.06592, over 2473874.83 frames. utt_duration=556 frames, utt_pad_proportion=0.05551, over 17845.69 utterances.], batch size: 29, lr: 3.96e-04
2022-08-25 14:22:45,767 INFO [train.py:927] (6/8) Epoch 9, batch 12950, giga_loss[loss=0.211, simple_loss=0.2946, pruned_loss=0.06371, over 12357.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03229, over 97.00 utterances.], tot_loss[loss=0.2143, simple_loss=0.2973, pruned_loss=0.06562, over 2472951.09 frames. utt_duration=580.3 frames, utt_pad_proportion=0.05628, over 17090.58 utterances.], libri_tot_loss[loss=0.2108, simple_loss=0.298, pruned_loss=0.06176, over 2462505.96 frames. utt_duration=1278 frames, utt_pad_proportion=0.04954, over 7715.95 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2963, pruned_loss=0.0651, over 2473615.24 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05633, over 18025.76 utterances.], batch size: 97, lr: 3.96e-04
2022-08-25 14:24:32,921 INFO [train.py:927] (6/8) Epoch 9, batch 13000, giga_loss[loss=0.1681, simple_loss=0.2563, pruned_loss=0.03998, over 12327.00 frames. utt_duration=1452 frames, utt_pad_proportion=0.04607, over 34.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2964, pruned_loss=0.0651, over 2472378.00 frames. utt_duration=569.3 frames, utt_pad_proportion=0.05621, over 17418.84 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2975, pruned_loss=0.06182, over 2462037.74 frames. utt_duration=1284 frames, utt_pad_proportion=0.04871, over 7676.48 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.296, pruned_loss=0.06471, over 2473579.62 frames. utt_duration=538.6 frames, utt_pad_proportion=0.05663, over 18421.36 utterances.], batch size: 34, lr: 3.96e-04
2022-08-25 14:26:13,811 INFO [train.py:927] (6/8) Epoch 9, batch 13050, giga_loss[loss=0.2283, simple_loss=0.3074, pruned_loss=0.07459, over 12378.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02748, over 91.00 utterances.], tot_loss[loss=0.2127, simple_loss=0.2969, pruned_loss=0.06421, over 2473120.11 frames. utt_duration=582.6 frames, utt_pad_proportion=0.05274, over 17023.58 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2975, pruned_loss=0.06194, over 2462364.67 frames. utt_duration=1287 frames, utt_pad_proportion=0.048, over 7663.97 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2966, pruned_loss=0.06386, over 2473977.62 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05355, over 17991.89 utterances.], batch size: 91, lr: 3.96e-04
2022-08-25 14:27:54,008 INFO [train.py:927] (6/8) Epoch 9, batch 13100, giga_loss[loss=0.2226, simple_loss=0.3056, pruned_loss=0.06979, over 12459.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03701, over 123.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2957, pruned_loss=0.06472, over 2472246.19 frames. utt_duration=582.7 frames, utt_pad_proportion=0.05313, over 17016.05 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2973, pruned_loss=0.06206, over 2462370.28 frames. utt_duration=1289 frames, utt_pad_proportion=0.04687, over 7652.83 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2956, pruned_loss=0.06438, over 2473272.66 frames. utt_duration=548.3 frames, utt_pad_proportion=0.05425, over 18094.02 utterances.], batch size: 123, lr: 3.96e-04
2022-08-25 14:29:33,453 INFO [train.py:927] (6/8) Epoch 9, batch 13150, giga_loss[loss=0.2167, simple_loss=0.2834, pruned_loss=0.07501, over 12199.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03338, over 39.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2942, pruned_loss=0.06541, over 2471745.05 frames. utt_duration=598.2 frames, utt_pad_proportion=0.05161, over 16570.17 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2969, pruned_loss=0.06213, over 2462160.41 frames. utt_duration=1295 frames, utt_pad_proportion=0.04534, over 7612.98 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2944, pruned_loss=0.06519, over 2473199.13 frames. utt_duration=554.7 frames, utt_pad_proportion=0.05332, over 17883.11 utterances.], batch size: 39, lr: 3.96e-04
2022-08-25 14:31:14,005 INFO [train.py:927] (6/8) Epoch 9, batch 13200, giga_loss[loss=0.2086, simple_loss=0.2945, pruned_loss=0.06138, over 12442.00 frames. utt_duration=375.8 frames, utt_pad_proportion=0.03648, over 133.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2917, pruned_loss=0.0644, over 2472472.09 frames. utt_duration=594.8 frames, utt_pad_proportion=0.0496, over 16670.59 utterances.], libri_tot_loss[loss=0.2103, simple_loss=0.2964, pruned_loss=0.06204, over 2462200.59 frames. utt_duration=1300 frames, utt_pad_proportion=0.04471, over 7585.91 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2921, pruned_loss=0.06435, over 2473785.45 frames. utt_duration=554.2 frames, utt_pad_proportion=0.05135, over 17902.79 utterances.], batch size: 133, lr: 3.96e-04
2022-08-25 14:32:55,000 INFO [train.py:927] (6/8) Epoch 9, batch 13250, giga_loss[loss=0.2104, simple_loss=0.2882, pruned_loss=0.06625, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.0381, over 113.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2882, pruned_loss=0.06296, over 2472893.85 frames. utt_duration=587.5 frames, utt_pad_proportion=0.04854, over 16880.23 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.2962, pruned_loss=0.06208, over 2462058.99 frames. utt_duration=1304 frames, utt_pad_proportion=0.04435, over 7563.19 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2887, pruned_loss=0.06292, over 2474190.01 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05013, over 17993.53 utterances.], batch size: 113, lr: 3.96e-04
2022-08-25 14:34:36,655 INFO [train.py:927] (6/8) Epoch 9, batch 13300, giga_loss[loss=0.2413, simple_loss=0.3257, pruned_loss=0.07843, over 12384.00 frames. utt_duration=512.4 frames, utt_pad_proportion=0.02946, over 97.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2881, pruned_loss=0.06306, over 2472660.69 frames. utt_duration=592 frames, utt_pad_proportion=0.04883, over 16750.51 utterances.], libri_tot_loss[loss=0.2106, simple_loss=0.2963, pruned_loss=0.06248, over 2462418.44 frames. utt_duration=1310 frames, utt_pad_proportion=0.04277, over 7528.81 utterances.], giga_tot_loss[loss=0.2067, simple_loss=0.288, pruned_loss=0.06269, over 2473863.17 frames. utt_duration=547.7 frames, utt_pad_proportion=0.05079, over 18117.05 utterances.], batch size: 97, lr: 3.96e-04
2022-08-25 14:36:15,888 INFO [train.py:927] (6/8) Epoch 9, batch 13350, giga_loss[loss=0.2037, simple_loss=0.2773, pruned_loss=0.06506, over 12481.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.03575, over 37.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2903, pruned_loss=0.06377, over 2472245.68 frames. utt_duration=580.9 frames, utt_pad_proportion=0.05154, over 17067.50 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.296, pruned_loss=0.06253, over 2462111.34 frames. utt_duration=1316 frames, utt_pad_proportion=0.04183, over 7494.75 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2903, pruned_loss=0.06345, over 2473793.20 frames. utt_duration=536.9 frames, utt_pad_proportion=0.05327, over 18482.30 utterances.], batch size: 37, lr: 3.96e-04
2022-08-25 14:37:57,475 INFO [train.py:927] (6/8) Epoch 9, batch 13400, giga_loss[loss=0.2143, simple_loss=0.2966, pruned_loss=0.06597, over 12438.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.03545, over 43.00 utterances.], tot_loss[loss=0.2111, simple_loss=0.2928, pruned_loss=0.06471, over 2472805.27 frames. utt_duration=574.7 frames, utt_pad_proportion=0.05338, over 17255.87 utterances.], libri_tot_loss[loss=0.2105, simple_loss=0.2958, pruned_loss=0.06262, over 2462222.82 frames. utt_duration=1320 frames, utt_pad_proportion=0.04107, over 7471.57 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2929, pruned_loss=0.06443, over 2474167.75 frames. utt_duration=533 frames, utt_pad_proportion=0.05498, over 18618.92 utterances.], batch size: 43, lr: 3.96e-04
2022-08-25 14:39:41,857 INFO [train.py:927] (6/8) Epoch 9, batch 13450, giga_loss[loss=0.2375, simple_loss=0.3135, pruned_loss=0.0808, over 12352.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02831, over 48.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2964, pruned_loss=0.06725, over 2472244.84 frames. utt_duration=582.3 frames, utt_pad_proportion=0.05252, over 17027.88 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2957, pruned_loss=0.06285, over 2461908.51 frames. utt_duration=1324 frames, utt_pad_proportion=0.04029, over 7447.62 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.2965, pruned_loss=0.06688, over 2473940.47 frames. utt_duration=538.7 frames, utt_pad_proportion=0.05428, over 18421.79 utterances.], batch size: 48, lr: 3.96e-04
2022-08-25 14:41:30,664 INFO [train.py:927] (6/8) Epoch 9, batch 13500, giga_loss[loss=0.2966, simple_loss=0.3503, pruned_loss=0.1214, over 12357.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.2032, over 369.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3027, pruned_loss=0.07096, over 2472498.64 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05705, over 17547.14 utterances.], libri_tot_loss[loss=0.211, simple_loss=0.2959, pruned_loss=0.06306, over 2462076.54 frames. utt_duration=1321 frames, utt_pad_proportion=0.04032, over 7463.78 utterances.], giga_tot_loss[loss=0.2219, simple_loss=0.3027, pruned_loss=0.07056, over 2473833.32 frames. utt_duration=528.8 frames, utt_pad_proportion=0.05817, over 18764.50 utterances.], batch size: 369, lr: 3.96e-04
2022-08-25 14:43:13,963 INFO [train.py:927] (6/8) Epoch 9, batch 13550, giga_loss[loss=0.2697, simple_loss=0.3459, pruned_loss=0.09678, over 12350.00 frames. utt_duration=476.7 frames, utt_pad_proportion=0.03506, over 104.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3093, pruned_loss=0.07535, over 2473121.68 frames. utt_duration=569.2 frames, utt_pad_proportion=0.0554, over 17425.69 utterances.], libri_tot_loss[loss=0.2116, simple_loss=0.2962, pruned_loss=0.06351, over 2462414.94 frames. utt_duration=1322 frames, utt_pad_proportion=0.0393, over 7461.69 utterances.], giga_tot_loss[loss=0.2297, simple_loss=0.3094, pruned_loss=0.07502, over 2474331.96 frames. utt_duration=527.1 frames, utt_pad_proportion=0.05706, over 18828.79 utterances.], batch size: 104, lr: 3.96e-04
2022-08-25 14:44:58,592 INFO [train.py:927] (6/8) Epoch 9, batch 13600, giga_loss[loss=0.2547, simple_loss=0.3292, pruned_loss=0.09014, over 12455.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03659, over 37.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3176, pruned_loss=0.08186, over 2473516.56 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05912, over 18564.13 utterances.], libri_tot_loss[loss=0.212, simple_loss=0.2965, pruned_loss=0.06374, over 2462650.87 frames. utt_duration=1322 frames, utt_pad_proportion=0.03868, over 7457.44 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3177, pruned_loss=0.08168, over 2474486.67 frames. utt_duration=499.6 frames, utt_pad_proportion=0.06046, over 19870.43 utterances.], batch size: 37, lr: 3.95e-04
2022-08-25 14:46:43,290 INFO [train.py:927] (6/8) Epoch 9, batch 13650, libri_loss[loss=0.2514, simple_loss=0.3146, pruned_loss=0.09411, over 12376.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01056, over 38.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3211, pruned_loss=0.08558, over 2473636.10 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06739, over 19538.91 utterances.], libri_tot_loss[loss=0.2123, simple_loss=0.2966, pruned_loss=0.06399, over 2462785.88 frames. utt_duration=1325 frames, utt_pad_proportion=0.03814, over 7445.39 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3216, pruned_loss=0.08557, over 2474486.97 frames. utt_duration=477.2 frames, utt_pad_proportion=0.06832, over 20805.79 utterances.], batch size: 38, lr: 3.95e-04
2022-08-25 14:48:33,273 INFO [train.py:927] (6/8) Epoch 9, batch 13700, giga_loss[loss=0.2874, simple_loss=0.3553, pruned_loss=0.1098, over 12462.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03475, over 86.00 utterances.], tot_loss[loss=0.2551, simple_loss=0.3277, pruned_loss=0.09128, over 2474601.61 frames. utt_duration=468 frames, utt_pad_proportion=0.07227, over 21215.21 utterances.], libri_tot_loss[loss=0.2122, simple_loss=0.2966, pruned_loss=0.06395, over 2462848.66 frames. utt_duration=1325 frames, utt_pad_proportion=0.03784, over 7443.93 utterances.], giga_tot_loss[loss=0.2556, simple_loss=0.3282, pruned_loss=0.09149, over 2475309.04 frames. utt_duration=445.3 frames, utt_pad_proportion=0.07286, over 22310.76 utterances.], batch size: 86, lr: 3.95e-04
2022-08-25 14:50:22,712 INFO [train.py:927] (6/8) Epoch 9, batch 13750, giga_loss[loss=0.3245, simple_loss=0.3753, pruned_loss=0.1368, over 12364.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.0339, over 122.00 utterances.], tot_loss[loss=0.2599, simple_loss=0.3307, pruned_loss=0.09456, over 2474873.19 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07463, over 22026.21 utterances.], libri_tot_loss[loss=0.2128, simple_loss=0.297, pruned_loss=0.06435, over 2462987.62 frames. utt_duration=1313 frames, utt_pad_proportion=0.04163, over 7510.00 utterances.], giga_tot_loss[loss=0.261, simple_loss=0.3317, pruned_loss=0.09513, over 2475633.32 frames. utt_duration=427.8 frames, utt_pad_proportion=0.07421, over 23227.31 utterances.], batch size: 122, lr: 3.95e-04
2022-08-25 14:52:09,143 INFO [train.py:927] (6/8) Epoch 9, batch 13800, giga_loss[loss=0.2947, simple_loss=0.3751, pruned_loss=0.1071, over 12346.00 frames. utt_duration=582.3 frames, utt_pad_proportion=0.03269, over 85.00 utterances.], tot_loss[loss=0.2597, simple_loss=0.3306, pruned_loss=0.09446, over 2474620.92 frames. utt_duration=458.4 frames, utt_pad_proportion=0.07114, over 21660.72 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2972, pruned_loss=0.06467, over 2462791.10 frames. utt_duration=1311 frames, utt_pad_proportion=0.04172, over 7523.40 utterances.], giga_tot_loss[loss=0.2612, simple_loss=0.3319, pruned_loss=0.09526, over 2475620.99 frames. utt_duration=433.7 frames, utt_pad_proportion=0.07116, over 22908.46 utterances.], batch size: 85, lr: 3.95e-04
2022-08-25 14:53:57,020 INFO [train.py:927] (6/8) Epoch 9, batch 13850, giga_loss[loss=0.2533, simple_loss=0.3373, pruned_loss=0.08471, over 12456.00 frames. utt_duration=665.8 frames, utt_pad_proportion=0.03088, over 75.00 utterances.], tot_loss[loss=0.2609, simple_loss=0.3322, pruned_loss=0.09482, over 2474295.94 frames. utt_duration=441.8 frames, utt_pad_proportion=0.07541, over 22478.69 utterances.], libri_tot_loss[loss=0.2135, simple_loss=0.2974, pruned_loss=0.06481, over 2462855.85 frames. utt_duration=1312 frames, utt_pad_proportion=0.04141, over 7515.20 utterances.], giga_tot_loss[loss=0.2622, simple_loss=0.3333, pruned_loss=0.0956, over 2475129.52 frames. utt_duration=421 frames, utt_pad_proportion=0.07541, over 23600.58 utterances.], batch size: 75, lr: 3.95e-04
2022-08-25 14:55:44,819 INFO [train.py:927] (6/8) Epoch 9, batch 13900, giga_loss[loss=0.2263, simple_loss=0.3118, pruned_loss=0.07037, over 12375.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03102, over 51.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3318, pruned_loss=0.09325, over 2473986.75 frames. utt_duration=446.5 frames, utt_pad_proportion=0.07799, over 22238.07 utterances.], libri_tot_loss[loss=0.2144, simple_loss=0.2984, pruned_loss=0.06517, over 2462520.29 frames. utt_duration=1317 frames, utt_pad_proportion=0.04066, over 7489.59 utterances.], giga_tot_loss[loss=0.2605, simple_loss=0.3326, pruned_loss=0.09421, over 2475200.08 frames. utt_duration=423 frames, utt_pad_proportion=0.07829, over 23488.26 utterances.], batch size: 51, lr: 3.95e-04
2022-08-25 14:57:32,275 INFO [train.py:927] (6/8) Epoch 9, batch 13950, giga_loss[loss=0.2046, simple_loss=0.2885, pruned_loss=0.06038, over 12350.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.0286, over 66.00 utterances.], tot_loss[loss=0.2563, simple_loss=0.3303, pruned_loss=0.09118, over 2473735.14 frames. utt_duration=443.5 frames, utt_pad_proportion=0.07985, over 22387.21 utterances.], libri_tot_loss[loss=0.215, simple_loss=0.2987, pruned_loss=0.06562, over 2462591.11 frames. utt_duration=1317 frames, utt_pad_proportion=0.03995, over 7485.28 utterances.], giga_tot_loss[loss=0.2578, simple_loss=0.3313, pruned_loss=0.09217, over 2474915.76 frames. utt_duration=418.8 frames, utt_pad_proportion=0.08045, over 23720.50 utterances.], batch size: 66, lr: 3.95e-04
2022-08-25 14:59:17,191 INFO [train.py:927] (6/8) Epoch 9, batch 14000, giga_loss[loss=0.2586, simple_loss=0.3311, pruned_loss=0.09301, over 12417.00 frames. utt_duration=663.9 frames, utt_pad_proportion=0.03356, over 75.00 utterances.], tot_loss[loss=0.2537, simple_loss=0.3279, pruned_loss=0.08978, over 2474249.93 frames. utt_duration=434.7 frames, utt_pad_proportion=0.0805, over 22844.40 utterances.], libri_tot_loss[loss=0.2154, simple_loss=0.2989, pruned_loss=0.06592, over 2462692.52 frames. utt_duration=1313 frames, utt_pad_proportion=0.04007, over 7511.67 utterances.], giga_tot_loss[loss=0.2554, simple_loss=0.3292, pruned_loss=0.09083, over 2475379.68 frames. utt_duration=410.1 frames, utt_pad_proportion=0.08118, over 24230.47 utterances.], batch size: 75, lr: 3.95e-04
2022-08-25 15:01:04,288 INFO [train.py:927] (6/8) Epoch 9, batch 14050, giga_loss[loss=0.2248, simple_loss=0.3168, pruned_loss=0.06643, over 12396.00 frames. utt_duration=710 frames, utt_pad_proportion=0.02604, over 70.00 utterances.], tot_loss[loss=0.2522, simple_loss=0.3265, pruned_loss=0.08898, over 2474322.97 frames. utt_duration=436.5 frames, utt_pad_proportion=0.08135, over 22749.13 utterances.], libri_tot_loss[loss=0.2156, simple_loss=0.2989, pruned_loss=0.06614, over 2462734.85 frames. utt_duration=1312 frames, utt_pad_proportion=0.04048, over 7518.17 utterances.], giga_tot_loss[loss=0.2542, simple_loss=0.3282, pruned_loss=0.09014, over 2475428.84 frames. utt_duration=411 frames, utt_pad_proportion=0.08198, over 24178.53 utterances.], batch size: 70, lr: 3.95e-04
2022-08-25 15:02:57,840 INFO [train.py:927] (6/8) Epoch 9, batch 14100, giga_loss[loss=0.3126, simple_loss=0.3654, pruned_loss=0.1299, over 12390.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.108, over 259.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3253, pruned_loss=0.08689, over 2474164.92 frames. utt_duration=441.9 frames, utt_pad_proportion=0.08228, over 22468.34 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.299, pruned_loss=0.06641, over 2462500.83 frames. utt_duration=1302 frames, utt_pad_proportion=0.04449, over 7575.83 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3272, pruned_loss=0.08807, over 2475553.38 frames. utt_duration=415.7 frames, utt_pad_proportion=0.08198, over 23901.96 utterances.], batch size: 259, lr: 3.95e-04
2022-08-25 15:04:44,028 INFO [train.py:927] (6/8) Epoch 9, batch 14150, giga_loss[loss=0.2926, simple_loss=0.3623, pruned_loss=0.1115, over 12387.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04526, over 146.00 utterances.], tot_loss[loss=0.2495, simple_loss=0.3264, pruned_loss=0.08625, over 2474395.64 frames. utt_duration=445.1 frames, utt_pad_proportion=0.07978, over 22308.78 utterances.], libri_tot_loss[loss=0.2159, simple_loss=0.2989, pruned_loss=0.06641, over 2462586.33 frames. utt_duration=1303 frames, utt_pad_proportion=0.04435, over 7567.95 utterances.], giga_tot_loss[loss=0.2513, simple_loss=0.3281, pruned_loss=0.08725, over 2475459.09 frames. utt_duration=422.8 frames, utt_pad_proportion=0.07975, over 23501.81 utterances.], batch size: 146, lr: 3.95e-04
2022-08-25 15:06:31,014 INFO [train.py:927] (6/8) Epoch 9, batch 14200, giga_loss[loss=0.2703, simple_loss=0.3429, pruned_loss=0.09888, over 12393.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.0636, over 183.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3244, pruned_loss=0.08538, over 2474556.50 frames. utt_duration=457.8 frames, utt_pad_proportion=0.07827, over 21688.51 utterances.], libri_tot_loss[loss=0.2162, simple_loss=0.2992, pruned_loss=0.06663, over 2462904.82 frames. utt_duration=1306 frames, utt_pad_proportion=0.04324, over 7553.25 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3264, pruned_loss=0.08659, over 2475507.56 frames. utt_duration=429.9 frames, utt_pad_proportion=0.07899, over 23111.91 utterances.], batch size: 183, lr: 3.95e-04
2022-08-25 15:08:17,684 INFO [train.py:927] (6/8) Epoch 9, batch 14250, giga_loss[loss=0.2413, simple_loss=0.3295, pruned_loss=0.07649, over 12369.00 frames. utt_duration=1904 frames, utt_pad_proportion=0.04452, over 26.00 utterances.], tot_loss[loss=0.2465, simple_loss=0.3226, pruned_loss=0.08521, over 2474673.48 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07477, over 21228.71 utterances.], libri_tot_loss[loss=0.2164, simple_loss=0.2993, pruned_loss=0.06676, over 2462924.17 frames. utt_duration=1307 frames, utt_pad_proportion=0.04239, over 7543.48 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3246, pruned_loss=0.08646, over 2475682.52 frames. utt_duration=438.2 frames, utt_pad_proportion=0.07604, over 22673.45 utterances.], batch size: 26, lr: 3.95e-04
2022-08-25 15:10:07,737 INFO [train.py:927] (6/8) Epoch 9, batch 14300, giga_loss[loss=0.2168, simple_loss=0.3006, pruned_loss=0.06652, over 12449.00 frames. utt_duration=624 frames, utt_pad_proportion=0.031, over 80.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3218, pruned_loss=0.08427, over 2475109.01 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07112, over 20925.24 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2998, pruned_loss=0.06728, over 2463071.86 frames. utt_duration=1300 frames, utt_pad_proportion=0.04347, over 7585.04 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3234, pruned_loss=0.08522, over 2476035.39 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07238, over 22333.60 utterances.], batch size: 80, lr: 3.95e-04
2022-08-25 15:11:55,597 INFO [train.py:927] (6/8) Epoch 9, batch 14350, giga_loss[loss=0.2649, simple_loss=0.331, pruned_loss=0.09939, over 12351.00 frames. utt_duration=438.7 frames, utt_pad_proportion=0.0421, over 113.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3208, pruned_loss=0.0829, over 2474236.99 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06595, over 19726.75 utterances.], libri_tot_loss[loss=0.2172, simple_loss=0.2997, pruned_loss=0.06729, over 2463142.94 frames. utt_duration=1301 frames, utt_pad_proportion=0.04285, over 7583.48 utterances.], giga_tot_loss[loss=0.2453, simple_loss=0.3226, pruned_loss=0.08401, over 2475172.71 frames. utt_duration=469.8 frames, utt_pad_proportion=0.06772, over 21141.44 utterances.], batch size: 113, lr: 3.95e-04
2022-08-25 15:13:43,138 INFO [train.py:927] (6/8) Epoch 9, batch 14400, giga_loss[loss=0.1991, simple_loss=0.2854, pruned_loss=0.0564, over 12374.00 frames. utt_duration=708.7 frames, utt_pad_proportion=0.02789, over 70.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3193, pruned_loss=0.08257, over 2473994.65 frames. utt_duration=502.1 frames, utt_pad_proportion=0.06873, over 19767.46 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.3002, pruned_loss=0.06765, over 2463333.68 frames. utt_duration=1289 frames, utt_pad_proportion=0.04698, over 7655.12 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3209, pruned_loss=0.08348, over 2474821.00 frames. utt_duration=470.5 frames, utt_pad_proportion=0.06883, over 21105.18 utterances.], batch size: 70, lr: 3.95e-04
2022-08-25 15:15:30,783 INFO [train.py:927] (6/8) Epoch 9, batch 14450, giga_loss[loss=0.2589, simple_loss=0.3306, pruned_loss=0.09354, over 12373.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07116, over 211.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3185, pruned_loss=0.08315, over 2473883.04 frames. utt_duration=502.3 frames, utt_pad_proportion=0.06681, over 19757.91 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3004, pruned_loss=0.06815, over 2463354.38 frames. utt_duration=1294 frames, utt_pad_proportion=0.04592, over 7624.65 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3201, pruned_loss=0.08387, over 2474830.00 frames. utt_duration=468.1 frames, utt_pad_proportion=0.06752, over 21212.06 utterances.], batch size: 211, lr: 3.95e-04
2022-08-25 15:17:16,042 INFO [train.py:927] (6/8) Epoch 9, batch 14500, giga_loss[loss=0.2448, simple_loss=0.3152, pruned_loss=0.08718, over 12409.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05635, over 162.00 utterances.], tot_loss[loss=0.2428, simple_loss=0.3182, pruned_loss=0.08376, over 2474551.11 frames. utt_duration=482.8 frames, utt_pad_proportion=0.06611, over 20563.54 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.3005, pruned_loss=0.06828, over 2463818.01 frames. utt_duration=1298 frames, utt_pad_proportion=0.04459, over 7603.25 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.32, pruned_loss=0.08476, over 2475257.30 frames. utt_duration=447.5 frames, utt_pad_proportion=0.06738, over 22194.28 utterances.], batch size: 162, lr: 3.95e-04
2022-08-25 15:19:02,038 INFO [train.py:927] (6/8) Epoch 9, batch 14550, giga_loss[loss=0.2333, simple_loss=0.3164, pruned_loss=0.07514, over 12363.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.03915, over 113.00 utterances.], tot_loss[loss=0.2433, simple_loss=0.3183, pruned_loss=0.08414, over 2474301.98 frames. utt_duration=478.1 frames, utt_pad_proportion=0.06891, over 20762.05 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.3, pruned_loss=0.06833, over 2464012.16 frames. utt_duration=1304 frames, utt_pad_proportion=0.04347, over 7569.66 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3208, pruned_loss=0.08538, over 2475023.68 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07028, over 22509.49 utterances.], batch size: 113, lr: 3.95e-04
2022-08-25 15:20:48,109 INFO [train.py:927] (6/8) Epoch 9, batch 14600, libri_loss[loss=0.1937, simple_loss=0.2701, pruned_loss=0.0586, over 12401.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008308, over 30.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3171, pruned_loss=0.0824, over 2474346.83 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07121, over 20642.33 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2998, pruned_loss=0.06829, over 2464378.19 frames. utt_duration=1308 frames, utt_pad_proportion=0.04269, over 7544.61 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3197, pruned_loss=0.08379, over 2474824.05 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07265, over 22380.32 utterances.], batch size: 30, lr: 3.95e-04
2022-08-25 15:22:34,730 INFO [train.py:927] (6/8) Epoch 9, batch 14650, giga_loss[loss=0.2032, simple_loss=0.2924, pruned_loss=0.05695, over 12351.00 frames. utt_duration=798.1 frames, utt_pad_proportion=0.03257, over 62.00 utterances.], tot_loss[loss=0.239, simple_loss=0.3157, pruned_loss=0.08115, over 2474267.12 frames. utt_duration=495.1 frames, utt_pad_proportion=0.07146, over 20048.06 utterances.], libri_tot_loss[loss=0.2182, simple_loss=0.2996, pruned_loss=0.06843, over 2464171.37 frames. utt_duration=1313 frames, utt_pad_proportion=0.04191, over 7517.29 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3184, pruned_loss=0.08243, over 2475027.35 frames. utt_duration=457 frames, utt_pad_proportion=0.07306, over 21733.68 utterances.], batch size: 62, lr: 3.95e-04
2022-08-25 15:24:19,992 INFO [train.py:927] (6/8) Epoch 9, batch 14700, giga_loss[loss=0.2469, simple_loss=0.3203, pruned_loss=0.08676, over 12383.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03028, over 97.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3168, pruned_loss=0.08286, over 2474036.72 frames. utt_duration=485.4 frames, utt_pad_proportion=0.07468, over 20448.92 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2998, pruned_loss=0.06876, over 2464677.81 frames. utt_duration=1307 frames, utt_pad_proportion=0.04257, over 7551.03 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3193, pruned_loss=0.08412, over 2474553.13 frames. utt_duration=446 frames, utt_pad_proportion=0.07602, over 22265.01 utterances.], batch size: 97, lr: 3.95e-04
2022-08-25 15:26:05,733 INFO [train.py:927] (6/8) Epoch 9, batch 14750, libri_loss[loss=0.2337, simple_loss=0.3132, pruned_loss=0.0771, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005153, over 34.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.3173, pruned_loss=0.08365, over 2473987.85 frames. utt_duration=494.1 frames, utt_pad_proportion=0.07204, over 20085.96 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.3001, pruned_loss=0.06901, over 2464648.95 frames. utt_duration=1296 frames, utt_pad_proportion=0.04654, over 7617.71 utterances.], giga_tot_loss[loss=0.2444, simple_loss=0.3194, pruned_loss=0.08469, over 2474579.07 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07237, over 21700.46 utterances.], batch size: 34, lr: 3.94e-04
2022-08-25 15:27:53,461 INFO [train.py:927] (6/8) Epoch 9, batch 14800, giga_loss[loss=0.2227, simple_loss=0.3005, pruned_loss=0.07245, over 12328.00 frames. utt_duration=968.5 frames, utt_pad_proportion=0.03435, over 51.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3155, pruned_loss=0.08264, over 2473518.90 frames. utt_duration=499.2 frames, utt_pad_proportion=0.07108, over 19877.56 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2999, pruned_loss=0.06893, over 2464585.66 frames. utt_duration=1299 frames, utt_pad_proportion=0.04622, over 7596.59 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3175, pruned_loss=0.08373, over 2474145.60 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07161, over 21339.57 utterances.], batch size: 51, lr: 3.94e-04
2022-08-25 15:29:36,450 INFO [train.py:927] (6/8) Epoch 9, batch 14850, giga_loss[loss=0.2712, simple_loss=0.3222, pruned_loss=0.1101, over 12362.00 frames. utt_duration=136.1 frames, utt_pad_proportion=0.1992, over 367.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3151, pruned_loss=0.08161, over 2473581.60 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07472, over 20281.67 utterances.], libri_tot_loss[loss=0.219, simple_loss=0.2998, pruned_loss=0.0691, over 2464305.56 frames. utt_duration=1289 frames, utt_pad_proportion=0.04992, over 7656.13 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3175, pruned_loss=0.0829, over 2474775.20 frames. utt_duration=452 frames, utt_pad_proportion=0.0743, over 21969.97 utterances.], batch size: 367, lr: 3.94e-04
2022-08-25 15:31:22,923 INFO [train.py:927] (6/8) Epoch 9, batch 14900, giga_loss[loss=0.2248, simple_loss=0.3087, pruned_loss=0.07042, over 12397.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02913, over 58.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3133, pruned_loss=0.08063, over 2473720.70 frames. utt_duration=486.3 frames, utt_pad_proportion=0.07201, over 20409.42 utterances.], libri_tot_loss[loss=0.2183, simple_loss=0.2989, pruned_loss=0.06879, over 2464710.15 frames. utt_duration=1295 frames, utt_pad_proportion=0.04892, over 7618.91 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3165, pruned_loss=0.08226, over 2474568.22 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07236, over 22145.47 utterances.], batch size: 58, lr: 3.94e-04
2022-08-25 15:33:07,774 INFO [train.py:927] (6/8) Epoch 9, batch 14950, giga_loss[loss=0.333, simple_loss=0.3682, pruned_loss=0.1489, over 12367.00 frames. utt_duration=135.7 frames, utt_pad_proportion=0.2016, over 368.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3144, pruned_loss=0.08172, over 2474076.33 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07479, over 20355.99 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2992, pruned_loss=0.06911, over 2464856.76 frames. utt_duration=1272 frames, utt_pad_proportion=0.05738, over 7759.87 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3171, pruned_loss=0.08312, over 2474927.48 frames. utt_duration=450.8 frames, utt_pad_proportion=0.07234, over 22033.37 utterances.], batch size: 368, lr: 3.94e-04
2022-08-25 15:35:02,864 INFO [train.py:927] (6/8) Epoch 9, batch 15000, giga_loss[loss=0.2198, simple_loss=0.3135, pruned_loss=0.06306, over 12213.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03261, over 42.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3181, pruned_loss=0.08205, over 2474346.92 frames. utt_duration=504 frames, utt_pad_proportion=0.06905, over 19694.76 utterances.], libri_tot_loss[loss=0.2189, simple_loss=0.2992, pruned_loss=0.06925, over 2465056.23 frames. utt_duration=1274 frames, utt_pad_proportion=0.05614, over 7748.41 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3207, pruned_loss=0.08339, over 2475094.15 frames. utt_duration=464.7 frames, utt_pad_proportion=0.06797, over 21370.66 utterances.], batch size: 42, lr: 3.94e-04
2022-08-25 15:35:02,866 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 15:35:17,852 INFO [train.py:967] (6/8) Epoch 9, validation: loss=0.1777, simple_loss=0.2884, pruned_loss=0.03352, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 15:37:03,637 INFO [train.py:927] (6/8) Epoch 9, batch 15050, giga_loss[loss=0.2218, simple_loss=0.3091, pruned_loss=0.06727, over 12454.00 frames. utt_duration=1467 frames, utt_pad_proportion=0.04568, over 34.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3209, pruned_loss=0.08358, over 2474917.12 frames. utt_duration=500.6 frames, utt_pad_proportion=0.06539, over 19831.10 utterances.], libri_tot_loss[loss=0.2191, simple_loss=0.2994, pruned_loss=0.06938, over 2465316.01 frames. utt_duration=1275 frames, utt_pad_proportion=0.05568, over 7740.95 utterances.], giga_tot_loss[loss=0.2461, simple_loss=0.323, pruned_loss=0.08463, over 2475352.57 frames. utt_duration=467 frames, utt_pad_proportion=0.06496, over 21265.94 utterances.], batch size: 34, lr: 3.94e-04
2022-08-25 15:38:50,198 INFO [train.py:927] (6/8) Epoch 9, batch 15100, giga_loss[loss=0.2858, simple_loss=0.3402, pruned_loss=0.1157, over 12359.00 frames. utt_duration=134.3 frames, utt_pad_proportion=0.2099, over 372.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.324, pruned_loss=0.08667, over 2474757.58 frames. utt_duration=450.9 frames, utt_pad_proportion=0.07995, over 22027.29 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.2999, pruned_loss=0.06949, over 2465366.60 frames. utt_duration=1274 frames, utt_pad_proportion=0.05536, over 7747.88 utterances.], giga_tot_loss[loss=0.2504, simple_loss=0.3255, pruned_loss=0.08762, over 2475171.76 frames. utt_duration=426 frames, utt_pad_proportion=0.07903, over 23322.37 utterances.], batch size: 372, lr: 3.94e-04
2022-08-25 15:40:35,589 INFO [train.py:927] (6/8) Epoch 9, batch 15150, giga_loss[loss=0.2866, simple_loss=0.3447, pruned_loss=0.1143, over 12376.00 frames. utt_duration=272 frames, utt_pad_proportion=0.06542, over 183.00 utterances.], tot_loss[loss=0.2488, simple_loss=0.3235, pruned_loss=0.08707, over 2475036.24 frames. utt_duration=452 frames, utt_pad_proportion=0.07515, over 21972.81 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3002, pruned_loss=0.06977, over 2465486.39 frames. utt_duration=1276 frames, utt_pad_proportion=0.05473, over 7739.66 utterances.], giga_tot_loss[loss=0.2501, simple_loss=0.3247, pruned_loss=0.08779, over 2475380.05 frames. utt_duration=428.6 frames, utt_pad_proportion=0.07493, over 23178.41 utterances.], batch size: 183, lr: 3.94e-04
2022-08-25 15:42:18,447 INFO [train.py:927] (6/8) Epoch 9, batch 15200, giga_loss[loss=0.2561, simple_loss=0.3275, pruned_loss=0.0923, over 12424.00 frames. utt_duration=437.6 frames, utt_pad_proportion=0.04036, over 114.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3218, pruned_loss=0.0862, over 2474723.79 frames. utt_duration=467.7 frames, utt_pad_proportion=0.07351, over 21232.69 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3005, pruned_loss=0.06999, over 2465676.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05419, over 7744.86 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3229, pruned_loss=0.08687, over 2475000.61 frames. utt_duration=442.9 frames, utt_pad_proportion=0.0737, over 22425.90 utterances.], batch size: 114, lr: 3.94e-04
2022-08-25 15:44:05,586 INFO [train.py:927] (6/8) Epoch 9, batch 15250, libri_loss[loss=0.1966, simple_loss=0.2861, pruned_loss=0.05353, over 12393.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009125, over 38.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.32, pruned_loss=0.08545, over 2474602.16 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07844, over 21346.31 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3002, pruned_loss=0.0698, over 2465869.20 frames. utt_duration=1276 frames, utt_pad_proportion=0.05298, over 7741.55 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3218, pruned_loss=0.08663, over 2474893.05 frames. utt_duration=437.7 frames, utt_pad_proportion=0.07898, over 22695.28 utterances.], batch size: 38, lr: 3.94e-04
2022-08-25 15:45:52,097 INFO [train.py:927] (6/8) Epoch 9, batch 15300, libri_loss[loss=0.2194, simple_loss=0.2984, pruned_loss=0.07018, over 12338.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01697, over 41.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3181, pruned_loss=0.0847, over 2474162.24 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07614, over 20587.93 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.3001, pruned_loss=0.06986, over 2465882.08 frames. utt_duration=1278 frames, utt_pad_proportion=0.05217, over 7724.33 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.32, pruned_loss=0.08593, over 2474576.58 frames. utt_duration=451.6 frames, utt_pad_proportion=0.07718, over 21988.10 utterances.], batch size: 41, lr: 3.94e-04
2022-08-25 15:47:38,724 INFO [train.py:927] (6/8) Epoch 9, batch 15350, giga_loss[loss=0.314, simple_loss=0.3552, pruned_loss=0.1364, over 12352.00 frames. utt_duration=135.1 frames, utt_pad_proportion=0.2054, over 370.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.3204, pruned_loss=0.08597, over 2473837.83 frames. utt_duration=476.4 frames, utt_pad_proportion=0.07841, over 20835.89 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3004, pruned_loss=0.07013, over 2465903.13 frames. utt_duration=1279 frames, utt_pad_proportion=0.05169, over 7722.53 utterances.], giga_tot_loss[loss=0.2479, simple_loss=0.3219, pruned_loss=0.08689, over 2474248.65 frames. utt_duration=449.1 frames, utt_pad_proportion=0.07936, over 22111.09 utterances.], batch size: 370, lr: 3.94e-04
2022-08-25 15:49:25,979 INFO [train.py:927] (6/8) Epoch 9, batch 15400, giga_loss[loss=0.2028, simple_loss=0.2991, pruned_loss=0.05323, over 12354.00 frames. utt_duration=750.3 frames, utt_pad_proportion=0.02812, over 66.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3206, pruned_loss=0.08549, over 2473866.49 frames. utt_duration=476.8 frames, utt_pad_proportion=0.07677, over 20820.38 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3002, pruned_loss=0.07021, over 2465902.29 frames. utt_duration=1277 frames, utt_pad_proportion=0.05187, over 7735.06 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3222, pruned_loss=0.08642, over 2474332.96 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07771, over 22039.34 utterances.], batch size: 66, lr: 3.94e-04
2022-08-25 15:51:12,099 INFO [train.py:927] (6/8) Epoch 9, batch 15450, giga_loss[loss=0.2578, simple_loss=0.3375, pruned_loss=0.08906, over 12371.00 frames. utt_duration=439.2 frames, utt_pad_proportion=0.03902, over 113.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3215, pruned_loss=0.08347, over 2474039.52 frames. utt_duration=490 frames, utt_pad_proportion=0.07442, over 20256.58 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.3004, pruned_loss=0.07033, over 2465864.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.05138, over 7731.13 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3229, pruned_loss=0.08427, over 2474544.83 frames. utt_duration=464 frames, utt_pad_proportion=0.07557, over 21401.19 utterances.], batch size: 113, lr: 3.94e-04
2022-08-25 15:52:58,199 INFO [train.py:927] (6/8) Epoch 9, batch 15500, giga_loss[loss=0.2367, simple_loss=0.3255, pruned_loss=0.07397, over 12472.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.2469, simple_loss=0.3235, pruned_loss=0.08514, over 2474863.55 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07606, over 20286.81 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.3007, pruned_loss=0.07074, over 2466008.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.05539, over 7797.78 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.325, pruned_loss=0.08578, over 2475376.93 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07585, over 21475.35 utterances.], batch size: 75, lr: 3.94e-04
2022-08-25 15:54:44,324 INFO [train.py:927] (6/8) Epoch 9, batch 15550, giga_loss[loss=0.2213, simple_loss=0.3056, pruned_loss=0.06851, over 12462.00 frames. utt_duration=1919 frames, utt_pad_proportion=0.0334, over 26.00 utterances.], tot_loss[loss=0.2487, simple_loss=0.324, pruned_loss=0.08667, over 2475290.78 frames. utt_duration=475.8 frames, utt_pad_proportion=0.07538, over 20875.02 utterances.], libri_tot_loss[loss=0.2205, simple_loss=0.2999, pruned_loss=0.07058, over 2465606.89 frames. utt_duration=1274 frames, utt_pad_proportion=0.05458, over 7752.32 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3264, pruned_loss=0.08767, over 2476276.16 frames. utt_duration=448.5 frames, utt_pad_proportion=0.07564, over 22156.15 utterances.], batch size: 26, lr: 3.94e-04
2022-08-25 15:56:28,919 INFO [train.py:927] (6/8) Epoch 9, batch 15600, giga_loss[loss=0.2482, simple_loss=0.3345, pruned_loss=0.08093, over 12470.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02981, over 75.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3228, pruned_loss=0.08494, over 2475413.65 frames. utt_duration=489.7 frames, utt_pad_proportion=0.07623, over 20279.66 utterances.], libri_tot_loss[loss=0.2206, simple_loss=0.2999, pruned_loss=0.07069, over 2465885.74 frames. utt_duration=1277 frames, utt_pad_proportion=0.0531, over 7730.39 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3257, pruned_loss=0.08622, over 2476320.95 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07715, over 21805.52 utterances.], batch size: 75, lr: 3.94e-04
2022-08-25 15:58:14,169 INFO [train.py:927] (6/8) Epoch 9, batch 15650, giga_loss[loss=0.2693, simple_loss=0.3452, pruned_loss=0.09664, over 12403.00 frames. utt_duration=272.6 frames, utt_pad_proportion=0.06311, over 183.00 utterances.], tot_loss[loss=0.2455, simple_loss=0.3229, pruned_loss=0.08408, over 2474802.31 frames. utt_duration=483.4 frames, utt_pad_proportion=0.07772, over 20541.00 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3, pruned_loss=0.07089, over 2465474.05 frames. utt_duration=1281 frames, utt_pad_proportion=0.05227, over 7709.46 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3255, pruned_loss=0.0852, over 2476107.76 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07876, over 22059.93 utterances.], batch size: 183, lr: 3.94e-04
2022-08-25 15:59:59,068 INFO [train.py:927] (6/8) Epoch 9, batch 15700, giga_loss[loss=0.2523, simple_loss=0.3192, pruned_loss=0.09268, over 12345.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03298, over 58.00 utterances.], tot_loss[loss=0.2459, simple_loss=0.3225, pruned_loss=0.08461, over 2474935.85 frames. utt_duration=475.9 frames, utt_pad_proportion=0.08404, over 20866.11 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2998, pruned_loss=0.07083, over 2465725.15 frames. utt_duration=1279 frames, utt_pad_proportion=0.0522, over 7717.95 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3254, pruned_loss=0.08586, over 2475960.41 frames. utt_duration=444.3 frames, utt_pad_proportion=0.08472, over 22363.96 utterances.], batch size: 58, lr: 3.94e-04
2022-08-25 16:01:45,416 INFO [train.py:927] (6/8) Epoch 9, batch 15750, giga_loss[loss=0.2739, simple_loss=0.3355, pruned_loss=0.1061, over 12423.00 frames. utt_duration=271.7 frames, utt_pad_proportion=0.06628, over 184.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3227, pruned_loss=0.08562, over 2474932.03 frames. utt_duration=454.1 frames, utt_pad_proportion=0.08625, over 21872.37 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.3002, pruned_loss=0.07095, over 2465799.57 frames. utt_duration=1281 frames, utt_pad_proportion=0.05144, over 7710.66 utterances.], giga_tot_loss[loss=0.2492, simple_loss=0.3249, pruned_loss=0.08673, over 2475855.01 frames. utt_duration=426.5 frames, utt_pad_proportion=0.08704, over 23299.48 utterances.], batch size: 184, lr: 3.94e-04
2022-08-25 16:03:32,468 INFO [train.py:927] (6/8) Epoch 9, batch 15800, giga_loss[loss=0.2405, simple_loss=0.3149, pruned_loss=0.08303, over 12405.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0476, over 31.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3206, pruned_loss=0.08527, over 2474570.39 frames. utt_duration=458.9 frames, utt_pad_proportion=0.08659, over 21637.04 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.3003, pruned_loss=0.07108, over 2465949.39 frames. utt_duration=1278 frames, utt_pad_proportion=0.05164, over 7728.06 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3225, pruned_loss=0.08622, over 2475287.04 frames. utt_duration=433.1 frames, utt_pad_proportion=0.08731, over 22938.30 utterances.], batch size: 31, lr: 3.94e-04
2022-08-25 16:05:13,843 INFO [train.py:927] (6/8) Epoch 9, batch 15850, giga_loss[loss=0.2552, simple_loss=0.3299, pruned_loss=0.09027, over 12413.00 frames. utt_duration=274.4 frames, utt_pad_proportion=0.05717, over 182.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3194, pruned_loss=0.08487, over 2473409.74 frames. utt_duration=461.5 frames, utt_pad_proportion=0.08205, over 21505.03 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.3, pruned_loss=0.07094, over 2465703.93 frames. utt_duration=1282 frames, utt_pad_proportion=0.05111, over 7703.68 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3215, pruned_loss=0.08599, over 2474351.31 frames. utt_duration=435.5 frames, utt_pad_proportion=0.0832, over 22803.58 utterances.], batch size: 182, lr: 3.94e-04
2022-08-25 16:06:55,329 INFO [train.py:927] (6/8) Epoch 9, batch 15900, giga_loss[loss=0.2009, simple_loss=0.2866, pruned_loss=0.05762, over 12184.00 frames. utt_duration=1162 frames, utt_pad_proportion=0.03388, over 42.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3166, pruned_loss=0.08209, over 2473751.41 frames. utt_duration=474.7 frames, utt_pad_proportion=0.07504, over 20910.43 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3003, pruned_loss=0.07136, over 2466042.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.05014, over 7703.10 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3185, pruned_loss=0.08287, over 2474348.75 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07687, over 22252.36 utterances.], batch size: 42, lr: 3.93e-04
2022-08-25 16:08:44,390 INFO [train.py:927] (6/8) Epoch 9, batch 15950, giga_loss[loss=0.2391, simple_loss=0.3057, pruned_loss=0.08621, over 12435.00 frames. utt_duration=274.7 frames, utt_pad_proportion=0.0561, over 182.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3148, pruned_loss=0.08098, over 2474382.67 frames. utt_duration=461.6 frames, utt_pad_proportion=0.07507, over 21511.02 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3007, pruned_loss=0.0714, over 2466157.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.04996, over 7724.49 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3162, pruned_loss=0.0817, over 2474860.20 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07667, over 22737.30 utterances.], batch size: 182, lr: 3.93e-04
2022-08-25 16:10:27,633 INFO [train.py:927] (6/8) Epoch 9, batch 16000, giga_loss[loss=0.2332, simple_loss=0.3157, pruned_loss=0.07538, over 12452.00 frames. utt_duration=580.7 frames, utt_pad_proportion=0.0338, over 86.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3143, pruned_loss=0.0812, over 2474328.80 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07835, over 21950.47 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3005, pruned_loss=0.07146, over 2466017.30 frames. utt_duration=1283 frames, utt_pad_proportion=0.04927, over 7698.14 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3158, pruned_loss=0.08189, over 2474982.88 frames. utt_duration=428.1 frames, utt_pad_proportion=0.07982, over 23205.85 utterances.], batch size: 86, lr: 3.93e-04
2022-08-25 16:12:14,473 INFO [train.py:927] (6/8) Epoch 9, batch 16050, giga_loss[loss=0.1888, simple_loss=0.2744, pruned_loss=0.05159, over 12371.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.05205, over 34.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3137, pruned_loss=0.07998, over 2474192.16 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07512, over 21051.04 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3002, pruned_loss=0.07131, over 2465944.99 frames. utt_duration=1287 frames, utt_pad_proportion=0.04848, over 7675.87 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3154, pruned_loss=0.08087, over 2474956.25 frames. utt_duration=444 frames, utt_pad_proportion=0.0769, over 22371.09 utterances.], batch size: 34, lr: 3.93e-04
2022-08-25 16:13:58,589 INFO [train.py:927] (6/8) Epoch 9, batch 16100, giga_loss[loss=0.2349, simple_loss=0.3186, pruned_loss=0.0756, over 12388.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.04474, over 31.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3139, pruned_loss=0.08078, over 2474192.13 frames. utt_duration=485.3 frames, utt_pad_proportion=0.07253, over 20455.77 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.3, pruned_loss=0.07142, over 2466148.11 frames. utt_duration=1291 frames, utt_pad_proportion=0.04694, over 7649.93 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.316, pruned_loss=0.08177, over 2474970.76 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07499, over 22084.93 utterances.], batch size: 31, lr: 3.93e-04
2022-08-25 16:15:44,568 INFO [train.py:927] (6/8) Epoch 9, batch 16150, giga_loss[loss=0.3275, simple_loss=0.3688, pruned_loss=0.1431, over 12400.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.1102, over 260.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3157, pruned_loss=0.08201, over 2473732.99 frames. utt_duration=489.6 frames, utt_pad_proportion=0.06856, over 20270.17 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2997, pruned_loss=0.07143, over 2466170.30 frames. utt_duration=1296 frames, utt_pad_proportion=0.04604, over 7621.85 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.318, pruned_loss=0.08306, over 2474553.60 frames. utt_duration=452.4 frames, utt_pad_proportion=0.07128, over 21949.32 utterances.], batch size: 260, lr: 3.93e-04
2022-08-25 16:17:34,266 INFO [train.py:927] (6/8) Epoch 9, batch 16200, giga_loss[loss=0.2823, simple_loss=0.3478, pruned_loss=0.1084, over 12346.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03087, over 85.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.318, pruned_loss=0.08411, over 2473661.05 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07415, over 21411.50 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2995, pruned_loss=0.07143, over 2466007.12 frames. utt_duration=1300 frames, utt_pad_proportion=0.04535, over 7598.42 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3205, pruned_loss=0.08523, over 2474647.25 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07619, over 23066.50 utterances.], batch size: 85, lr: 3.93e-04
2022-08-25 16:19:22,852 INFO [train.py:927] (6/8) Epoch 9, batch 16250, giga_loss[loss=0.2265, simple_loss=0.3103, pruned_loss=0.07138, over 12350.00 frames. utt_duration=749.7 frames, utt_pad_proportion=0.02759, over 66.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3195, pruned_loss=0.08409, over 2473865.96 frames. utt_duration=472.7 frames, utt_pad_proportion=0.06975, over 21000.24 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.2993, pruned_loss=0.0714, over 2465943.41 frames. utt_duration=1304 frames, utt_pad_proportion=0.04433, over 7571.76 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3222, pruned_loss=0.08535, over 2474927.09 frames. utt_duration=437.1 frames, utt_pad_proportion=0.07222, over 22724.23 utterances.], batch size: 66, lr: 3.93e-04
2022-08-25 16:21:11,590 INFO [train.py:927] (6/8) Epoch 9, batch 16300, giga_loss[loss=0.2632, simple_loss=0.339, pruned_loss=0.09373, over 12435.00 frames. utt_duration=310.2 frames, utt_pad_proportion=0.04547, over 161.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3204, pruned_loss=0.08458, over 2473623.77 frames. utt_duration=456.8 frames, utt_pad_proportion=0.07212, over 21731.24 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2995, pruned_loss=0.07146, over 2465929.70 frames. utt_duration=1300 frames, utt_pad_proportion=0.045, over 7597.91 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3224, pruned_loss=0.08558, over 2474503.06 frames. utt_duration=429.6 frames, utt_pad_proportion=0.07373, over 23119.04 utterances.], batch size: 161, lr: 3.93e-04
2022-08-25 16:22:55,961 INFO [train.py:927] (6/8) Epoch 9, batch 16350, giga_loss[loss=0.2305, simple_loss=0.3004, pruned_loss=0.08029, over 12384.00 frames. utt_duration=584.2 frames, utt_pad_proportion=0.02955, over 85.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.3192, pruned_loss=0.08413, over 2473710.10 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06962, over 21225.38 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3001, pruned_loss=0.07165, over 2466186.44 frames. utt_duration=1296 frames, utt_pad_proportion=0.04531, over 7620.02 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3206, pruned_loss=0.08495, over 2474311.16 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07114, over 22552.82 utterances.], batch size: 85, lr: 3.93e-04
2022-08-25 16:24:42,336 INFO [train.py:927] (6/8) Epoch 9, batch 16400, libri_loss[loss=0.2193, simple_loss=0.284, pruned_loss=0.07735, over 12390.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008893, over 30.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3175, pruned_loss=0.08333, over 2473935.62 frames. utt_duration=482 frames, utt_pad_proportion=0.06563, over 20591.97 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3004, pruned_loss=0.07191, over 2466371.47 frames. utt_duration=1293 frames, utt_pad_proportion=0.04564, over 7639.57 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3186, pruned_loss=0.08391, over 2474348.70 frames. utt_duration=455.3 frames, utt_pad_proportion=0.0671, over 21806.57 utterances.], batch size: 30, lr: 3.93e-04
2022-08-25 16:26:28,940 INFO [train.py:927] (6/8) Epoch 9, batch 16450, giga_loss[loss=0.306, simple_loss=0.366, pruned_loss=0.123, over 12402.00 frames. utt_duration=235.6 frames, utt_pad_proportion=0.07261, over 212.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3173, pruned_loss=0.08342, over 2474272.97 frames. utt_duration=466.3 frames, utt_pad_proportion=0.07066, over 21293.12 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3005, pruned_loss=0.07205, over 2466471.50 frames. utt_duration=1292 frames, utt_pad_proportion=0.04542, over 7647.14 utterances.], giga_tot_loss[loss=0.243, simple_loss=0.3182, pruned_loss=0.08386, over 2474576.74 frames. utt_duration=444.2 frames, utt_pad_proportion=0.0717, over 22355.29 utterances.], batch size: 212, lr: 3.93e-04
2022-08-25 16:28:16,435 INFO [train.py:927] (6/8) Epoch 9, batch 16500, libri_loss[loss=0.2553, simple_loss=0.3321, pruned_loss=0.08925, over 12372.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.04065, over 46.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3198, pruned_loss=0.0852, over 2474191.76 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07304, over 21715.61 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3007, pruned_loss=0.0721, over 2466440.15 frames. utt_duration=1291 frames, utt_pad_proportion=0.04521, over 7650.69 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3205, pruned_loss=0.08561, over 2474521.27 frames. utt_duration=438 frames, utt_pad_proportion=0.07392, over 22675.07 utterances.], batch size: 46, lr: 3.93e-04
2022-08-25 16:30:01,174 INFO [train.py:927] (6/8) Epoch 9, batch 16550, libri_loss[loss=0.3524, simple_loss=0.5325, pruned_loss=0.08617, over 12310.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00637, over 36.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3206, pruned_loss=0.08547, over 2473616.93 frames. utt_duration=468.8 frames, utt_pad_proportion=0.07166, over 21174.91 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3025, pruned_loss=0.07218, over 2466643.54 frames. utt_duration=1289 frames, utt_pad_proportion=0.04523, over 7664.45 utterances.], giga_tot_loss[loss=0.2459, simple_loss=0.3199, pruned_loss=0.08599, over 2473878.66 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07267, over 22231.67 utterances.], batch size: 36, lr: 3.93e-04
2022-08-25 16:31:47,162 INFO [train.py:927] (6/8) Epoch 9, batch 16600, giga_loss[loss=0.245, simple_loss=0.33, pruned_loss=0.07997, over 12433.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.0373, over 133.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3205, pruned_loss=0.08573, over 2474051.60 frames. utt_duration=470.4 frames, utt_pad_proportion=0.07564, over 21102.36 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3024, pruned_loss=0.07236, over 2466666.60 frames. utt_duration=1279 frames, utt_pad_proportion=0.04955, over 7721.95 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3205, pruned_loss=0.08636, over 2474440.59 frames. utt_duration=445.6 frames, utt_pad_proportion=0.0753, over 22283.93 utterances.], batch size: 133, lr: 3.93e-04
2022-08-25 16:33:34,465 INFO [train.py:927] (6/8) Epoch 9, batch 16650, giga_loss[loss=0.251, simple_loss=0.3279, pruned_loss=0.08709, over 12348.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03203, over 51.00 utterances.], tot_loss[loss=0.2463, simple_loss=0.3206, pruned_loss=0.08597, over 2474051.16 frames. utt_duration=488.2 frames, utt_pad_proportion=0.07094, over 20331.56 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3026, pruned_loss=0.07248, over 2466801.81 frames. utt_duration=1276 frames, utt_pad_proportion=0.04918, over 7744.30 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3209, pruned_loss=0.08675, over 2474430.01 frames. utt_duration=459.3 frames, utt_pad_proportion=0.07128, over 21618.88 utterances.], batch size: 51, lr: 3.93e-04
2022-08-25 16:35:17,268 INFO [train.py:927] (6/8) Epoch 9, batch 16700, giga_loss[loss=0.2598, simple_loss=0.3443, pruned_loss=0.08765, over 12359.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.02781, over 70.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3215, pruned_loss=0.08701, over 2474196.67 frames. utt_duration=477.5 frames, utt_pad_proportion=0.07032, over 20791.22 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3024, pruned_loss=0.07238, over 2466523.84 frames. utt_duration=1278 frames, utt_pad_proportion=0.04886, over 7726.89 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3222, pruned_loss=0.08784, over 2474822.24 frames. utt_duration=452.7 frames, utt_pad_proportion=0.07076, over 21939.93 utterances.], batch size: 70, lr: 3.93e-04
2022-08-25 16:37:04,128 INFO [train.py:927] (6/8) Epoch 9, batch 16750, giga_loss[loss=0.2551, simple_loss=0.3328, pruned_loss=0.08867, over 12375.00 frames. utt_duration=373.7 frames, utt_pad_proportion=0.04185, over 133.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3235, pruned_loss=0.08754, over 2474580.94 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07291, over 21418.78 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3025, pruned_loss=0.07254, over 2466472.04 frames. utt_duration=1275 frames, utt_pad_proportion=0.0491, over 7747.03 utterances.], giga_tot_loss[loss=0.2503, simple_loss=0.3242, pruned_loss=0.08826, over 2475224.61 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07317, over 22499.24 utterances.], batch size: 133, lr: 3.93e-04
2022-08-25 16:38:48,019 INFO [train.py:927] (6/8) Epoch 9, batch 16800, giga_loss[loss=0.2556, simple_loss=0.317, pruned_loss=0.09714, over 12331.00 frames. utt_duration=136.2 frames, utt_pad_proportion=0.1986, over 366.00 utterances.], tot_loss[loss=0.248, simple_loss=0.3221, pruned_loss=0.08698, over 2474359.05 frames. utt_duration=459 frames, utt_pad_proportion=0.07749, over 21631.73 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3023, pruned_loss=0.07257, over 2466782.61 frames. utt_duration=1276 frames, utt_pad_proportion=0.04849, over 7743.59 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3233, pruned_loss=0.08784, over 2474787.75 frames. utt_duration=435.8 frames, utt_pad_proportion=0.07781, over 22790.37 utterances.], batch size: 366, lr: 3.93e-04
2022-08-25 16:40:32,639 INFO [train.py:927] (6/8) Epoch 9, batch 16850, giga_loss[loss=0.2462, simple_loss=0.3278, pruned_loss=0.0823, over 12362.00 frames. utt_duration=799.2 frames, utt_pad_proportion=0.03245, over 62.00 utterances.], tot_loss[loss=0.2475, simple_loss=0.3218, pruned_loss=0.08656, over 2474228.42 frames. utt_duration=460 frames, utt_pad_proportion=0.07606, over 21585.84 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3024, pruned_loss=0.0728, over 2467017.31 frames. utt_duration=1278 frames, utt_pad_proportion=0.04766, over 7730.16 utterances.], giga_tot_loss[loss=0.2489, simple_loss=0.3231, pruned_loss=0.08736, over 2474505.57 frames. utt_duration=434.6 frames, utt_pad_proportion=0.07681, over 22853.79 utterances.], batch size: 62, lr: 3.93e-04
2022-08-25 16:42:21,529 INFO [train.py:927] (6/8) Epoch 9, batch 16900, giga_loss[loss=0.2229, simple_loss=0.2963, pruned_loss=0.07481, over 12412.00 frames. utt_duration=474.3 frames, utt_pad_proportion=0.03993, over 105.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3214, pruned_loss=0.08635, over 2474546.83 frames. utt_duration=472.1 frames, utt_pad_proportion=0.07573, over 21031.75 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3021, pruned_loss=0.0727, over 2467206.90 frames. utt_duration=1270 frames, utt_pad_proportion=0.05133, over 7778.30 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3237, pruned_loss=0.08781, over 2474986.62 frames. utt_duration=437.4 frames, utt_pad_proportion=0.0757, over 22708.50 utterances.], batch size: 105, lr: 3.93e-04
2022-08-25 16:44:07,126 INFO [train.py:927] (6/8) Epoch 9, batch 16950, giga_loss[loss=0.196, simple_loss=0.2897, pruned_loss=0.0512, over 12315.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.04922, over 26.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3215, pruned_loss=0.08654, over 2475143.66 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07362, over 20902.57 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3021, pruned_loss=0.07271, over 2467319.87 frames. utt_duration=1271 frames, utt_pad_proportion=0.05113, over 7774.41 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3235, pruned_loss=0.08772, over 2475421.51 frames. utt_duration=446 frames, utt_pad_proportion=0.07382, over 22275.00 utterances.], batch size: 26, lr: 3.93e-04
2022-08-25 16:45:58,194 INFO [train.py:927] (6/8) Epoch 9, batch 17000, giga_loss[loss=0.2461, simple_loss=0.3076, pruned_loss=0.09229, over 12341.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1981, over 366.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3214, pruned_loss=0.08664, over 2474435.42 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07343, over 20700.41 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3016, pruned_loss=0.07256, over 2466727.03 frames. utt_duration=1277 frames, utt_pad_proportion=0.05026, over 7736.46 utterances.], giga_tot_loss[loss=0.25, simple_loss=0.3238, pruned_loss=0.08806, over 2475384.40 frames. utt_duration=448.7 frames, utt_pad_proportion=0.07403, over 22138.48 utterances.], batch size: 366, lr: 3.93e-04
2022-08-25 16:47:39,949 INFO [train.py:927] (6/8) Epoch 9, batch 17050, giga_loss[loss=0.2232, simple_loss=0.3046, pruned_loss=0.07088, over 12348.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02687, over 48.00 utterances.], tot_loss[loss=0.2466, simple_loss=0.321, pruned_loss=0.08604, over 2475237.88 frames. utt_duration=473.2 frames, utt_pad_proportion=0.07478, over 20988.18 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3015, pruned_loss=0.07257, over 2466766.57 frames. utt_duration=1268 frames, utt_pad_proportion=0.0545, over 7792.51 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3234, pruned_loss=0.08739, over 2476089.68 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07401, over 22312.55 utterances.], batch size: 48, lr: 3.92e-04
2022-08-25 16:49:22,432 INFO [train.py:927] (6/8) Epoch 9, batch 17100, giga_loss[loss=0.1989, simple_loss=0.2832, pruned_loss=0.05733, over 12224.00 frames. utt_duration=1747 frames, utt_pad_proportion=0.03774, over 28.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3204, pruned_loss=0.08485, over 2475004.39 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07271, over 20194.96 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3023, pruned_loss=0.07284, over 2466910.78 frames. utt_duration=1258 frames, utt_pad_proportion=0.0578, over 7852.28 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3221, pruned_loss=0.086, over 2475752.88 frames. utt_duration=462.2 frames, utt_pad_proportion=0.07142, over 21494.12 utterances.], batch size: 28, lr: 3.92e-04
2022-08-25 16:51:08,365 INFO [train.py:927] (6/8) Epoch 9, batch 17150, giga_loss[loss=0.1926, simple_loss=0.2722, pruned_loss=0.05651, over 12375.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.03195, over 51.00 utterances.], tot_loss[loss=0.2453, simple_loss=0.3198, pruned_loss=0.08545, over 2474602.64 frames. utt_duration=469.9 frames, utt_pad_proportion=0.08044, over 21130.93 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3025, pruned_loss=0.07312, over 2467157.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.06187, over 7921.39 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3212, pruned_loss=0.08631, over 2475116.99 frames. utt_duration=445 frames, utt_pad_proportion=0.07779, over 22323.78 utterances.], batch size: 51, lr: 3.92e-04
2022-08-25 16:52:56,414 INFO [train.py:927] (6/8) Epoch 9, batch 17200, libri_loss[loss=0.2927, simple_loss=0.351, pruned_loss=0.1172, over 12426.00 frames. utt_duration=412.2 frames, utt_pad_proportion=0.3468, over 121.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3156, pruned_loss=0.0833, over 2475036.96 frames. utt_duration=483.7 frames, utt_pad_proportion=0.07591, over 20528.76 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3028, pruned_loss=0.07335, over 2467249.38 frames. utt_duration=1233 frames, utt_pad_proportion=0.06616, over 8014.12 utterances.], giga_tot_loss[loss=0.2421, simple_loss=0.3166, pruned_loss=0.08385, over 2475425.88 frames. utt_duration=462.1 frames, utt_pad_proportion=0.07244, over 21496.79 utterances.], batch size: 121, lr: 3.92e-04
2022-08-25 16:54:42,019 INFO [train.py:927] (6/8) Epoch 9, batch 17250, giga_loss[loss=0.2522, simple_loss=0.3272, pruned_loss=0.0886, over 12368.00 frames. utt_duration=273.5 frames, utt_pad_proportion=0.06014, over 182.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3152, pruned_loss=0.08316, over 2475133.63 frames. utt_duration=465 frames, utt_pad_proportion=0.07818, over 21359.51 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.303, pruned_loss=0.07348, over 2467200.32 frames. utt_duration=1234 frames, utt_pad_proportion=0.06538, over 8009.93 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3159, pruned_loss=0.08361, over 2475575.10 frames. utt_duration=445.7 frames, utt_pad_proportion=0.07571, over 22293.86 utterances.], batch size: 182, lr: 3.92e-04
2022-08-25 16:56:26,041 INFO [train.py:927] (6/8) Epoch 9, batch 17300, giga_loss[loss=0.2151, simple_loss=0.308, pruned_loss=0.06107, over 12464.00 frames. utt_duration=908 frames, utt_pad_proportion=0.02988, over 55.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.3141, pruned_loss=0.08045, over 2475358.05 frames. utt_duration=445.4 frames, utt_pad_proportion=0.07986, over 22304.23 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3029, pruned_loss=0.07343, over 2467451.30 frames. utt_duration=1239 frames, utt_pad_proportion=0.06391, over 7972.98 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3151, pruned_loss=0.0811, over 2475710.80 frames. utt_duration=423.5 frames, utt_pad_proportion=0.0785, over 23467.52 utterances.], batch size: 55, lr: 3.92e-04
2022-08-25 16:58:10,728 INFO [train.py:927] (6/8) Epoch 9, batch 17350, giga_loss[loss=0.2334, simple_loss=0.3183, pruned_loss=0.0743, over 12419.00 frames. utt_duration=441.2 frames, utt_pad_proportion=0.03673, over 113.00 utterances.], tot_loss[loss=0.2327, simple_loss=0.3115, pruned_loss=0.07699, over 2475979.89 frames. utt_duration=423.4 frames, utt_pad_proportion=0.08095, over 23472.11 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3027, pruned_loss=0.07333, over 2467434.77 frames. utt_duration=1243 frames, utt_pad_proportion=0.06322, over 7952.46 utterances.], giga_tot_loss[loss=0.234, simple_loss=0.3127, pruned_loss=0.07766, over 2476401.42 frames. utt_duration=404 frames, utt_pad_proportion=0.08013, over 24607.66 utterances.], batch size: 113, lr: 3.92e-04
2022-08-25 16:59:55,146 INFO [train.py:927] (6/8) Epoch 9, batch 17400, giga_loss[loss=0.192, simple_loss=0.2942, pruned_loss=0.04495, over 12317.00 frames. utt_duration=796 frames, utt_pad_proportion=0.03628, over 62.00 utterances.], tot_loss[loss=0.228, simple_loss=0.3091, pruned_loss=0.07348, over 2475954.73 frames. utt_duration=426.5 frames, utt_pad_proportion=0.07669, over 23299.80 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3025, pruned_loss=0.07323, over 2467001.61 frames. utt_duration=1247 frames, utt_pad_proportion=0.06231, over 7921.67 utterances.], giga_tot_loss[loss=0.2293, simple_loss=0.3103, pruned_loss=0.07414, over 2476812.86 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07654, over 24498.57 utterances.], batch size: 62, lr: 3.92e-04
2022-08-25 17:01:39,891 INFO [train.py:927] (6/8) Epoch 9, batch 17450, giga_loss[loss=0.224, simple_loss=0.3082, pruned_loss=0.06988, over 12377.00 frames. utt_duration=407.2 frames, utt_pad_proportion=0.03512, over 122.00 utterances.], tot_loss[loss=0.2267, simple_loss=0.3086, pruned_loss=0.0724, over 2476067.97 frames. utt_duration=416.9 frames, utt_pad_proportion=0.0776, over 23836.99 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3031, pruned_loss=0.07351, over 2467251.10 frames. utt_duration=1247 frames, utt_pad_proportion=0.06142, over 7925.21 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3092, pruned_loss=0.07268, over 2476681.55 frames. utt_duration=396.9 frames, utt_pad_proportion=0.07777, over 25052.65 utterances.], batch size: 122, lr: 3.92e-04
2022-08-25 17:03:25,497 INFO [train.py:927] (6/8) Epoch 9, batch 17500, giga_loss[loss=0.2252, simple_loss=0.3059, pruned_loss=0.07224, over 12394.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03697, over 113.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3056, pruned_loss=0.06971, over 2476333.84 frames. utt_duration=420.8 frames, utt_pad_proportion=0.07544, over 23621.15 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3033, pruned_loss=0.0736, over 2467379.55 frames. utt_duration=1250 frames, utt_pad_proportion=0.06049, over 7903.91 utterances.], giga_tot_loss[loss=0.2228, simple_loss=0.3059, pruned_loss=0.06981, over 2476877.02 frames. utt_duration=399.6 frames, utt_pad_proportion=0.07604, over 24884.66 utterances.], batch size: 113, lr: 3.92e-04
2022-08-25 17:05:10,094 INFO [train.py:927] (6/8) Epoch 9, batch 17550, giga_loss[loss=0.2245, simple_loss=0.3031, pruned_loss=0.07296, over 12463.00 frames. utt_duration=624.4 frames, utt_pad_proportion=0.03043, over 80.00 utterances.], tot_loss[loss=0.2204, simple_loss=0.3041, pruned_loss=0.0684, over 2475359.90 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07574, over 23381.37 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3035, pruned_loss=0.07376, over 2467072.20 frames. utt_duration=1253 frames, utt_pad_proportion=0.05982, over 7885.45 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3042, pruned_loss=0.0683, over 2476157.97 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07643, over 24596.70 utterances.], batch size: 80, lr: 3.92e-04
2022-08-25 17:06:52,023 INFO [train.py:927] (6/8) Epoch 9, batch 17600, giga_loss[loss=0.2139, simple_loss=0.2932, pruned_loss=0.06731, over 12391.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1003, over 257.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3015, pruned_loss=0.06679, over 2474600.40 frames. utt_duration=436.3 frames, utt_pad_proportion=0.07348, over 22760.42 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3024, pruned_loss=0.0733, over 2466655.23 frames. utt_duration=1264 frames, utt_pad_proportion=0.05718, over 7814.42 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3026, pruned_loss=0.0668, over 2476110.20 frames. utt_duration=403.3 frames, utt_pad_proportion=0.07518, over 24648.96 utterances.], batch size: 257, lr: 3.92e-04
2022-08-25 17:08:35,496 INFO [train.py:927] (6/8) Epoch 9, batch 17650, libri_loss[loss=0.2138, simple_loss=0.2804, pruned_loss=0.07358, over 12212.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006764, over 31.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.298, pruned_loss=0.06467, over 2475061.33 frames. utt_duration=422.2 frames, utt_pad_proportion=0.07295, over 23528.84 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3022, pruned_loss=0.07326, over 2466648.99 frames. utt_duration=1268 frames, utt_pad_proportion=0.0561, over 7790.30 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2989, pruned_loss=0.06454, over 2476476.71 frames. utt_duration=391.3 frames, utt_pad_proportion=0.07471, over 25407.43 utterances.], batch size: 31, lr: 3.92e-04
2022-08-25 17:10:23,802 INFO [train.py:927] (6/8) Epoch 9, batch 17700, giga_loss[loss=0.1963, simple_loss=0.2861, pruned_loss=0.05329, over 12453.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.02844, over 55.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2965, pruned_loss=0.06375, over 2475515.45 frames. utt_duration=427.2 frames, utt_pad_proportion=0.07128, over 23259.30 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3022, pruned_loss=0.07324, over 2466787.88 frames. utt_duration=1265 frames, utt_pad_proportion=0.05642, over 7810.26 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.2972, pruned_loss=0.06359, over 2476587.18 frames. utt_duration=400 frames, utt_pad_proportion=0.07277, over 24854.42 utterances.], batch size: 55, lr: 3.92e-04
2022-08-25 17:12:19,049 INFO [train.py:927] (6/8) Epoch 9, batch 17750, giga_loss[loss=0.2182, simple_loss=0.3062, pruned_loss=0.06507, over 12387.00 frames. utt_duration=440.1 frames, utt_pad_proportion=0.03697, over 113.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2976, pruned_loss=0.06321, over 2475536.09 frames. utt_duration=415.7 frames, utt_pad_proportion=0.07431, over 23902.20 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3025, pruned_loss=0.07328, over 2466779.91 frames. utt_duration=1262 frames, utt_pad_proportion=0.05672, over 7829.13 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2979, pruned_loss=0.06291, over 2476515.42 frames. utt_duration=392 frames, utt_pad_proportion=0.07529, over 25365.38 utterances.], batch size: 113, lr: 3.92e-04
2022-08-25 17:14:28,667 INFO [train.py:927] (6/8) Epoch 9, batch 17800, giga_loss[loss=0.1963, simple_loss=0.2801, pruned_loss=0.05631, over 12407.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07783, over 213.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2977, pruned_loss=0.06329, over 2476078.09 frames. utt_duration=400.5 frames, utt_pad_proportion=0.07508, over 24813.36 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3026, pruned_loss=0.07334, over 2466807.67 frames. utt_duration=1262 frames, utt_pad_proportion=0.05614, over 7825.76 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2978, pruned_loss=0.06286, over 2476943.84 frames. utt_duration=379.6 frames, utt_pad_proportion=0.07601, over 26193.77 utterances.], batch size: 213, lr: 3.92e-04
2022-08-25 17:16:28,668 INFO [train.py:927] (6/8) Epoch 9, batch 17850, giga_loss[loss=0.1802, simple_loss=0.2756, pruned_loss=0.04243, over 12331.00 frames. utt_duration=667.9 frames, utt_pad_proportion=0.02781, over 74.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.296, pruned_loss=0.06142, over 2476205.77 frames. utt_duration=393.7 frames, utt_pad_proportion=0.07565, over 25244.87 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3026, pruned_loss=0.07344, over 2466507.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.06012, over 7887.13 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.296, pruned_loss=0.0608, over 2477330.29 frames. utt_duration=373.9 frames, utt_pad_proportion=0.07552, over 26601.77 utterances.], batch size: 74, lr: 3.92e-04
2022-08-25 17:18:37,360 INFO [train.py:927] (6/8) Epoch 9, batch 17900, giga_loss[loss=0.2045, simple_loss=0.2918, pruned_loss=0.05865, over 12281.00 frames. utt_duration=911 frames, utt_pad_proportion=0.02667, over 54.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2929, pruned_loss=0.05978, over 2476605.64 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07269, over 25088.34 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3022, pruned_loss=0.07325, over 2466431.39 frames. utt_duration=1255 frames, utt_pad_proportion=0.05969, over 7870.31 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2931, pruned_loss=0.05934, over 2477646.56 frames. utt_duration=377.7 frames, utt_pad_proportion=0.07287, over 26330.65 utterances.], batch size: 54, lr: 3.92e-04
2022-08-25 17:20:31,334 INFO [train.py:927] (6/8) Epoch 9, batch 17950, giga_loss[loss=0.1733, simple_loss=0.2705, pruned_loss=0.03798, over 12460.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03291, over 40.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.293, pruned_loss=0.05982, over 2476682.09 frames. utt_duration=405.7 frames, utt_pad_proportion=0.06884, over 24499.03 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.302, pruned_loss=0.07318, over 2466481.53 frames. utt_duration=1259 frames, utt_pad_proportion=0.05882, over 7844.10 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2932, pruned_loss=0.0593, over 2477633.23 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06946, over 25806.43 utterances.], batch size: 40, lr: 3.92e-04
2022-08-25 17:22:49,162 INFO [train.py:927] (6/8) Epoch 9, batch 18000, giga_loss[loss=0.169, simple_loss=0.2563, pruned_loss=0.04091, over 12434.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07228, over 213.00 utterances.], tot_loss[loss=0.2065, simple_loss=0.2937, pruned_loss=0.05967, over 2477193.89 frames. utt_duration=413.3 frames, utt_pad_proportion=0.06451, over 24050.29 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3018, pruned_loss=0.07324, over 2466476.34 frames. utt_duration=1263 frames, utt_pad_proportion=0.05777, over 7823.08 utterances.], giga_tot_loss[loss=0.2059, simple_loss=0.2939, pruned_loss=0.05891, over 2478197.09 frames. utt_duration=390.2 frames, utt_pad_proportion=0.06556, over 25484.59 utterances.], batch size: 213, lr: 3.92e-04
2022-08-25 17:22:49,163 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 17:23:03,444 INFO [train.py:967] (6/8) Epoch 9, validation: loss=0.1782, simple_loss=0.2886, pruned_loss=0.03391, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 17:25:05,009 INFO [train.py:927] (6/8) Epoch 9, batch 18050, giga_loss[loss=0.2028, simple_loss=0.2974, pruned_loss=0.05414, over 12382.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03795, over 113.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2934, pruned_loss=0.05963, over 2477573.53 frames. utt_duration=403 frames, utt_pad_proportion=0.06609, over 24669.43 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3017, pruned_loss=0.07324, over 2466431.85 frames. utt_duration=1267 frames, utt_pad_proportion=0.05669, over 7796.88 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.0587, over 2478658.92 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06717, over 26216.92 utterances.], batch size: 113, lr: 3.92e-04
2022-08-25 17:27:13,166 INFO [train.py:927] (6/8) Epoch 9, batch 18100, giga_loss[loss=0.2023, simple_loss=0.306, pruned_loss=0.04926, over 12410.00 frames. utt_duration=857.2 frames, utt_pad_proportion=0.02811, over 58.00 utterances.], tot_loss[loss=0.2084, simple_loss=0.2972, pruned_loss=0.05981, over 2477681.65 frames. utt_duration=401.6 frames, utt_pad_proportion=0.06583, over 24753.37 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3017, pruned_loss=0.07318, over 2466435.05 frames. utt_duration=1268 frames, utt_pad_proportion=0.05602, over 7788.94 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2971, pruned_loss=0.05895, over 2478693.81 frames. utt_duration=379.6 frames, utt_pad_proportion=0.06691, over 26206.25 utterances.], batch size: 58, lr: 3.92e-04
2022-08-25 17:29:22,105 INFO [train.py:927] (6/8) Epoch 9, batch 18150, giga_loss[loss=0.1983, simple_loss=0.2894, pruned_loss=0.05363, over 12421.00 frames. utt_duration=236.7 frames, utt_pad_proportion=0.06807, over 211.00 utterances.], tot_loss[loss=0.2075, simple_loss=0.2973, pruned_loss=0.05888, over 2477778.12 frames. utt_duration=384.7 frames, utt_pad_proportion=0.07083, over 25846.75 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3023, pruned_loss=0.07336, over 2466369.90 frames. utt_duration=1255 frames, utt_pad_proportion=0.05992, over 7867.45 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2966, pruned_loss=0.0578, over 2478830.81 frames. utt_duration=365.1 frames, utt_pad_proportion=0.07057, over 27247.17 utterances.], batch size: 211, lr: 3.92e-04
2022-08-25 17:31:27,900 INFO [train.py:927] (6/8) Epoch 9, batch 18200, giga_loss[loss=0.2102, simple_loss=0.3084, pruned_loss=0.05603, over 12392.00 frames. utt_duration=275.1 frames, utt_pad_proportion=0.05464, over 181.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.297, pruned_loss=0.05933, over 2477834.11 frames. utt_duration=390.2 frames, utt_pad_proportion=0.07117, over 25481.60 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3022, pruned_loss=0.07342, over 2466469.10 frames. utt_duration=1248 frames, utt_pad_proportion=0.06308, over 7915.97 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2964, pruned_loss=0.05802, over 2478895.00 frames. utt_duration=368.1 frames, utt_pad_proportion=0.07019, over 27029.79 utterances.], batch size: 181, lr: 3.91e-04
2022-08-25 17:34:00,043 INFO [train.py:927] (6/8) Epoch 9, batch 18250, giga_loss[loss=0.1851, simple_loss=0.2751, pruned_loss=0.04761, over 12372.00 frames. utt_duration=439.4 frames, utt_pad_proportion=0.03007, over 113.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2979, pruned_loss=0.06069, over 2477930.51 frames. utt_duration=395.4 frames, utt_pad_proportion=0.06826, over 25144.49 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3026, pruned_loss=0.07354, over 2466460.91 frames. utt_duration=1251 frames, utt_pad_proportion=0.06184, over 7893.32 utterances.], giga_tot_loss[loss=0.2077, simple_loss=0.2969, pruned_loss=0.05923, over 2479055.92 frames. utt_duration=371 frames, utt_pad_proportion=0.06801, over 26815.74 utterances.], batch size: 113, lr: 3.91e-04
2022-08-25 17:36:10,616 INFO [train.py:927] (6/8) Epoch 9, batch 18300, giga_loss[loss=0.2899, simple_loss=0.3422, pruned_loss=0.1188, over 12407.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1007, over 257.00 utterances.], tot_loss[loss=0.2077, simple_loss=0.2956, pruned_loss=0.05993, over 2477895.05 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06677, over 25206.32 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3025, pruned_loss=0.07348, over 2466412.86 frames. utt_duration=1254 frames, utt_pad_proportion=0.06114, over 7878.95 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2949, pruned_loss=0.05866, over 2478988.86 frames. utt_duration=371.8 frames, utt_pad_proportion=0.06684, over 26757.74 utterances.], batch size: 257, lr: 3.91e-04
2022-08-25 17:38:15,729 INFO [train.py:927] (6/8) Epoch 9, batch 18350, giga_loss[loss=0.2576, simple_loss=0.3374, pruned_loss=0.08885, over 12333.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.03053, over 85.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2952, pruned_loss=0.06002, over 2478529.19 frames. utt_duration=401.4 frames, utt_pad_proportion=0.0672, over 24772.35 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3024, pruned_loss=0.07343, over 2466876.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.06086, over 7893.08 utterances.], giga_tot_loss[loss=0.206, simple_loss=0.2946, pruned_loss=0.05874, over 2479245.60 frames. utt_duration=377.3 frames, utt_pad_proportion=0.0673, over 26365.57 utterances.], batch size: 85, lr: 3.91e-04
2022-08-25 17:40:16,469 INFO [train.py:927] (6/8) Epoch 9, batch 18400, giga_loss[loss=0.1789, simple_loss=0.2579, pruned_loss=0.04994, over 12373.00 frames. utt_duration=139.1 frames, utt_pad_proportion=0.182, over 359.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.2952, pruned_loss=0.0605, over 2478147.92 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06639, over 24417.95 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3024, pruned_loss=0.07336, over 2466679.19 frames. utt_duration=1253 frames, utt_pad_proportion=0.05912, over 7886.26 utterances.], giga_tot_loss[loss=0.2061, simple_loss=0.2944, pruned_loss=0.05896, over 2479420.46 frames. utt_duration=375.8 frames, utt_pad_proportion=0.06705, over 26473.86 utterances.], batch size: 359, lr: 3.91e-04
2022-08-25 17:42:23,557 INFO [train.py:927] (6/8) Epoch 9, batch 18450, giga_loss[loss=0.2244, simple_loss=0.3056, pruned_loss=0.07165, over 12399.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02601, over 48.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2953, pruned_loss=0.06127, over 2477981.95 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06495, over 24189.93 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3026, pruned_loss=0.07353, over 2466929.88 frames. utt_duration=1255 frames, utt_pad_proportion=0.0584, over 7875.03 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2943, pruned_loss=0.05973, over 2478918.12 frames. utt_duration=382 frames, utt_pad_proportion=0.06578, over 26038.29 utterances.], batch size: 48, lr: 3.91e-04
2022-08-25 17:44:39,090 INFO [train.py:927] (6/8) Epoch 9, batch 18500, giga_loss[loss=0.2116, simple_loss=0.3032, pruned_loss=0.05999, over 12408.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07023, over 212.00 utterances.], tot_loss[loss=0.2087, simple_loss=0.296, pruned_loss=0.06069, over 2478052.39 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06711, over 24032.97 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3024, pruned_loss=0.0734, over 2467004.88 frames. utt_duration=1257 frames, utt_pad_proportion=0.05711, over 7857.64 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2952, pruned_loss=0.05918, over 2479099.20 frames. utt_duration=382 frames, utt_pad_proportion=0.06803, over 26043.30 utterances.], batch size: 212, lr: 3.91e-04
2022-08-25 17:46:51,223 INFO [train.py:927] (6/8) Epoch 9, batch 18550, giga_loss[loss=0.1932, simple_loss=0.2718, pruned_loss=0.05734, over 12418.00 frames. utt_duration=474.1 frames, utt_pad_proportion=0.04037, over 105.00 utterances.], tot_loss[loss=0.2068, simple_loss=0.2938, pruned_loss=0.05995, over 2477753.66 frames. utt_duration=417.2 frames, utt_pad_proportion=0.06637, over 23821.34 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3024, pruned_loss=0.07342, over 2466893.69 frames. utt_duration=1260 frames, utt_pad_proportion=0.0561, over 7838.28 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.293, pruned_loss=0.05844, over 2478946.54 frames. utt_duration=385.3 frames, utt_pad_proportion=0.06751, over 25816.76 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 17:48:49,924 INFO [train.py:927] (6/8) Epoch 9, batch 18600, libri_loss[loss=0.2203, simple_loss=0.2972, pruned_loss=0.07171, over 12457.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007364, over 37.00 utterances.], tot_loss[loss=0.2037, simple_loss=0.2896, pruned_loss=0.05885, over 2476863.86 frames. utt_duration=424.2 frames, utt_pad_proportion=0.06501, over 23420.00 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3019, pruned_loss=0.07323, over 2466836.54 frames. utt_duration=1262 frames, utt_pad_proportion=0.05559, over 7829.03 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2891, pruned_loss=0.05735, over 2478205.87 frames. utt_duration=389.3 frames, utt_pad_proportion=0.06629, over 25543.37 utterances.], batch size: 37, lr: 3.91e-04
2022-08-25 17:50:46,704 INFO [train.py:927] (6/8) Epoch 9, batch 18650, giga_loss[loss=0.1882, simple_loss=0.276, pruned_loss=0.05019, over 12432.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03118, over 80.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.29, pruned_loss=0.05917, over 2476512.62 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06592, over 23280.42 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3017, pruned_loss=0.07328, over 2466872.55 frames. utt_duration=1253 frames, utt_pad_proportion=0.05868, over 7887.03 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2895, pruned_loss=0.05757, over 2477828.93 frames. utt_duration=392.1 frames, utt_pad_proportion=0.06618, over 25357.60 utterances.], batch size: 80, lr: 3.91e-04
2022-08-25 17:52:48,160 INFO [train.py:927] (6/8) Epoch 9, batch 18700, giga_loss[loss=0.2312, simple_loss=0.3275, pruned_loss=0.06746, over 12388.00 frames. utt_duration=341 frames, utt_pad_proportion=0.0448, over 146.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2883, pruned_loss=0.05771, over 2476517.58 frames. utt_duration=426.1 frames, utt_pad_proportion=0.0658, over 23314.56 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3011, pruned_loss=0.0728, over 2467276.84 frames. utt_duration=1257 frames, utt_pad_proportion=0.05767, over 7857.94 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2881, pruned_loss=0.0564, over 2477527.97 frames. utt_duration=389.8 frames, utt_pad_proportion=0.06637, over 25499.44 utterances.], batch size: 146, lr: 3.91e-04
2022-08-25 17:55:04,854 INFO [train.py:927] (6/8) Epoch 9, batch 18750, giga_loss[loss=0.2081, simple_loss=0.2973, pruned_loss=0.05948, over 12364.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02761, over 91.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.287, pruned_loss=0.05731, over 2477141.27 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06561, over 24025.23 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.07262, over 2467474.84 frames. utt_duration=1262 frames, utt_pad_proportion=0.05666, over 7832.81 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2867, pruned_loss=0.05608, over 2477975.07 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06639, over 26134.51 utterances.], batch size: 91, lr: 3.91e-04
2022-08-25 17:57:15,148 INFO [train.py:927] (6/8) Epoch 9, batch 18800, giga_loss[loss=0.1929, simple_loss=0.2849, pruned_loss=0.05045, over 12403.00 frames. utt_duration=311 frames, utt_pad_proportion=0.04609, over 160.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2872, pruned_loss=0.05741, over 2476763.20 frames. utt_duration=425.2 frames, utt_pad_proportion=0.06428, over 23365.58 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3009, pruned_loss=0.07264, over 2467361.43 frames. utt_duration=1264 frames, utt_pad_proportion=0.05558, over 7818.11 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2866, pruned_loss=0.05608, over 2477727.28 frames. utt_duration=391.1 frames, utt_pad_proportion=0.06541, over 25419.30 utterances.], batch size: 160, lr: 3.91e-04
2022-08-25 17:59:13,321 INFO [train.py:927] (6/8) Epoch 9, batch 18850, giga_loss[loss=0.1933, simple_loss=0.2821, pruned_loss=0.05231, over 12465.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03565, over 40.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2859, pruned_loss=0.05696, over 2477369.74 frames. utt_duration=416.4 frames, utt_pad_proportion=0.06582, over 23865.13 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3005, pruned_loss=0.07249, over 2467319.13 frames. utt_duration=1268 frames, utt_pad_proportion=0.05525, over 7790.98 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2856, pruned_loss=0.05585, over 2478287.64 frames. utt_duration=386.6 frames, utt_pad_proportion=0.06671, over 25723.20 utterances.], batch size: 40, lr: 3.91e-04
2022-08-25 18:01:14,498 INFO [train.py:927] (6/8) Epoch 9, batch 18900, giga_loss[loss=0.2535, simple_loss=0.344, pruned_loss=0.08152, over 12365.00 frames. utt_duration=583.1 frames, utt_pad_proportion=0.03142, over 85.00 utterances.], tot_loss[loss=0.2015, simple_loss=0.2886, pruned_loss=0.05722, over 2477069.50 frames. utt_duration=413.8 frames, utt_pad_proportion=0.0668, over 24014.83 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3006, pruned_loss=0.07263, over 2466936.62 frames. utt_duration=1272 frames, utt_pad_proportion=0.05405, over 7764.51 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2879, pruned_loss=0.05579, over 2478416.18 frames. utt_duration=383 frames, utt_pad_proportion=0.06784, over 25962.82 utterances.], batch size: 85, lr: 3.91e-04
2022-08-25 18:03:14,071 INFO [train.py:927] (6/8) Epoch 9, batch 18950, giga_loss[loss=0.1828, simple_loss=0.279, pruned_loss=0.04332, over 12386.00 frames. utt_duration=439.9 frames, utt_pad_proportion=0.03526, over 113.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2902, pruned_loss=0.05778, over 2477281.54 frames. utt_duration=410.2 frames, utt_pad_proportion=0.0658, over 24227.65 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.301, pruned_loss=0.07294, over 2467087.92 frames. utt_duration=1270 frames, utt_pad_proportion=0.05377, over 7778.02 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2892, pruned_loss=0.05621, over 2478341.99 frames. utt_duration=383.1 frames, utt_pad_proportion=0.0668, over 25958.13 utterances.], batch size: 113, lr: 3.91e-04
2022-08-25 18:05:23,155 INFO [train.py:927] (6/8) Epoch 9, batch 19000, giga_loss[loss=0.1993, simple_loss=0.2859, pruned_loss=0.05636, over 12465.00 frames. utt_duration=624.3 frames, utt_pad_proportion=0.02453, over 80.00 utterances.], tot_loss[loss=0.2011, simple_loss=0.2886, pruned_loss=0.05679, over 2477158.65 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06589, over 24208.39 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3009, pruned_loss=0.07288, over 2466852.34 frames. utt_duration=1273 frames, utt_pad_proportion=0.0528, over 7759.63 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2876, pruned_loss=0.05527, over 2478421.17 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06701, over 25950.98 utterances.], batch size: 80, lr: 3.91e-04
2022-08-25 18:07:25,959 INFO [train.py:927] (6/8) Epoch 9, batch 19050, giga_loss[loss=0.1899, simple_loss=0.2831, pruned_loss=0.04838, over 12440.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04752, over 147.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2872, pruned_loss=0.05714, over 2477426.68 frames. utt_duration=408.8 frames, utt_pad_proportion=0.06879, over 24310.46 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.301, pruned_loss=0.07297, over 2467065.31 frames. utt_duration=1269 frames, utt_pad_proportion=0.05267, over 7784.57 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.286, pruned_loss=0.05532, over 2478583.16 frames. utt_duration=379.4 frames, utt_pad_proportion=0.06973, over 26213.91 utterances.], batch size: 147, lr: 3.91e-04
2022-08-25 18:09:32,261 INFO [train.py:927] (6/8) Epoch 9, batch 19100, giga_loss[loss=0.1975, simple_loss=0.2819, pruned_loss=0.05652, over 12435.00 frames. utt_duration=474.9 frames, utt_pad_proportion=0.03669, over 105.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2893, pruned_loss=0.05808, over 2477624.31 frames. utt_duration=414.9 frames, utt_pad_proportion=0.06585, over 23957.96 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3006, pruned_loss=0.07282, over 2467239.12 frames. utt_duration=1271 frames, utt_pad_proportion=0.05239, over 7773.87 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2883, pruned_loss=0.05623, over 2478721.78 frames. utt_duration=382.1 frames, utt_pad_proportion=0.067, over 26033.24 utterances.], batch size: 105, lr: 3.91e-04
2022-08-25 18:11:30,512 INFO [train.py:927] (6/8) Epoch 9, batch 19150, giga_loss[loss=0.209, simple_loss=0.3118, pruned_loss=0.05305, over 12342.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.02806, over 66.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2907, pruned_loss=0.05839, over 2477739.48 frames. utt_duration=408 frames, utt_pad_proportion=0.06499, over 24363.27 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3004, pruned_loss=0.07272, over 2467353.69 frames. utt_duration=1273 frames, utt_pad_proportion=0.05182, over 7763.27 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.29, pruned_loss=0.05682, over 2478650.00 frames. utt_duration=379.1 frames, utt_pad_proportion=0.06615, over 26234.43 utterances.], batch size: 66, lr: 3.91e-04
2022-08-25 18:13:37,629 INFO [train.py:927] (6/8) Epoch 9, batch 19200, giga_loss[loss=0.2513, simple_loss=0.3242, pruned_loss=0.08917, over 12393.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.04978, over 161.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2938, pruned_loss=0.05884, over 2478206.62 frames. utt_duration=407.1 frames, utt_pad_proportion=0.06194, over 24420.00 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3005, pruned_loss=0.07273, over 2467321.01 frames. utt_duration=1274 frames, utt_pad_proportion=0.05144, over 7758.62 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.293, pruned_loss=0.05749, over 2479040.60 frames. utt_duration=382 frames, utt_pad_proportion=0.06317, over 26038.33 utterances.], batch size: 161, lr: 3.91e-04
2022-08-25 18:15:55,401 INFO [train.py:927] (6/8) Epoch 9, batch 19250, giga_loss[loss=0.1897, simple_loss=0.2697, pruned_loss=0.05483, over 12403.00 frames. utt_duration=236.4 frames, utt_pad_proportion=0.06949, over 211.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.05875, over 2478098.15 frames. utt_duration=406.6 frames, utt_pad_proportion=0.0611, over 24449.89 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3009, pruned_loss=0.07247, over 2467241.86 frames. utt_duration=1277 frames, utt_pad_proportion=0.05088, over 7738.34 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2923, pruned_loss=0.05773, over 2478969.47 frames. utt_duration=383.2 frames, utt_pad_proportion=0.06229, over 25959.56 utterances.], batch size: 211, lr: 3.91e-04
2022-08-25 18:17:58,022 INFO [train.py:927] (6/8) Epoch 9, batch 19300, giga_loss[loss=0.2322, simple_loss=0.3135, pruned_loss=0.07549, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04349, over 146.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2921, pruned_loss=0.05895, over 2477489.57 frames. utt_duration=394.2 frames, utt_pad_proportion=0.06535, over 25214.09 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07247, over 2466687.08 frames. utt_duration=1281 frames, utt_pad_proportion=0.04993, over 7710.52 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2913, pruned_loss=0.05779, over 2478951.72 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06637, over 26900.18 utterances.], batch size: 146, lr: 3.91e-04
2022-08-25 18:20:04,984 INFO [train.py:927] (6/8) Epoch 9, batch 19350, giga_loss[loss=0.2128, simple_loss=0.2917, pruned_loss=0.06694, over 12401.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2047, simple_loss=0.2911, pruned_loss=0.05918, over 2477393.92 frames. utt_duration=393 frames, utt_pad_proportion=0.06719, over 25293.12 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07244, over 2466682.43 frames. utt_duration=1277 frames, utt_pad_proportion=0.04989, over 7738.08 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2902, pruned_loss=0.05806, over 2478736.28 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06799, over 26901.45 utterances.], batch size: 257, lr: 3.91e-04
2022-08-25 18:22:09,594 INFO [train.py:927] (6/8) Epoch 9, batch 19400, giga_loss[loss=0.1868, simple_loss=0.294, pruned_loss=0.03976, over 12466.00 frames. utt_duration=666.1 frames, utt_pad_proportion=0.03043, over 75.00 utterances.], tot_loss[loss=0.2035, simple_loss=0.2904, pruned_loss=0.05825, over 2477903.14 frames. utt_duration=398.1 frames, utt_pad_proportion=0.06724, over 24974.51 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3008, pruned_loss=0.07266, over 2466672.07 frames. utt_duration=1273 frames, utt_pad_proportion=0.05002, over 7761.30 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2895, pruned_loss=0.05691, over 2479194.77 frames. utt_duration=374.7 frames, utt_pad_proportion=0.06794, over 26554.16 utterances.], batch size: 75, lr: 3.90e-04
2022-08-25 18:23:58,958 INFO [train.py:927] (6/8) Epoch 9, batch 19450, giga_loss[loss=0.2087, simple_loss=0.297, pruned_loss=0.0602, over 12367.00 frames. utt_duration=544.7 frames, utt_pad_proportion=0.02897, over 91.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2925, pruned_loss=0.0584, over 2477657.54 frames. utt_duration=402 frames, utt_pad_proportion=0.06802, over 24725.51 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3012, pruned_loss=0.07298, over 2466703.20 frames. utt_duration=1273 frames, utt_pad_proportion=0.04897, over 7758.80 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.291, pruned_loss=0.0564, over 2479148.41 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06909, over 26751.86 utterances.], batch size: 91, lr: 3.90e-04
2022-08-25 18:26:09,203 INFO [train.py:927] (6/8) Epoch 9, batch 19500, giga_loss[loss=0.2012, simple_loss=0.2913, pruned_loss=0.05556, over 12351.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.03993, over 113.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2931, pruned_loss=0.05868, over 2477409.97 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06897, over 24809.51 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3014, pruned_loss=0.0731, over 2466602.57 frames. utt_duration=1274 frames, utt_pad_proportion=0.04822, over 7753.96 utterances.], giga_tot_loss[loss=0.2024, simple_loss=0.2915, pruned_loss=0.05662, over 2478957.44 frames. utt_duration=370.6 frames, utt_pad_proportion=0.07011, over 26841.16 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 18:28:17,510 INFO [train.py:927] (6/8) Epoch 9, batch 19550, giga_loss[loss=0.1904, simple_loss=0.2877, pruned_loss=0.04649, over 12368.00 frames. utt_duration=476.9 frames, utt_pad_proportion=0.03062, over 104.00 utterances.], tot_loss[loss=0.2051, simple_loss=0.2929, pruned_loss=0.0586, over 2477361.34 frames. utt_duration=405.9 frames, utt_pad_proportion=0.06957, over 24489.65 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3014, pruned_loss=0.07317, over 2466611.59 frames. utt_duration=1260 frames, utt_pad_proportion=0.05222, over 7836.84 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2913, pruned_loss=0.05626, over 2479070.48 frames. utt_duration=371.4 frames, utt_pad_proportion=0.06968, over 26783.28 utterances.], batch size: 104, lr: 3.90e-04
2022-08-25 18:30:32,354 INFO [train.py:927] (6/8) Epoch 9, batch 19600, giga_loss[loss=0.2357, simple_loss=0.324, pruned_loss=0.07367, over 12383.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05051, over 161.00 utterances.], tot_loss[loss=0.2058, simple_loss=0.2942, pruned_loss=0.05865, over 2477532.30 frames. utt_duration=400.7 frames, utt_pad_proportion=0.06872, over 24806.87 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3008, pruned_loss=0.07277, over 2466802.74 frames. utt_duration=1263 frames, utt_pad_proportion=0.05163, over 7820.31 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2932, pruned_loss=0.05679, over 2478954.54 frames. utt_duration=368.3 frames, utt_pad_proportion=0.06911, over 27012.12 utterances.], batch size: 161, lr: 3.90e-04
2022-08-25 18:32:45,911 INFO [train.py:927] (6/8) Epoch 9, batch 19650, giga_loss[loss=0.1997, simple_loss=0.2822, pruned_loss=0.0586, over 12341.00 frames. utt_duration=706.2 frames, utt_pad_proportion=0.01923, over 70.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2955, pruned_loss=0.05937, over 2477115.17 frames. utt_duration=403.2 frames, utt_pad_proportion=0.06748, over 24649.49 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3005, pruned_loss=0.07256, over 2466761.55 frames. utt_duration=1266 frames, utt_pad_proportion=0.05135, over 7805.41 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2948, pruned_loss=0.05762, over 2478660.18 frames. utt_duration=368.4 frames, utt_pad_proportion=0.06811, over 27001.01 utterances.], batch size: 70, lr: 3.90e-04
2022-08-25 18:35:11,177 INFO [train.py:927] (6/8) Epoch 9, batch 19700, giga_loss[loss=0.1932, simple_loss=0.2895, pruned_loss=0.04844, over 12435.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03516, over 40.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2941, pruned_loss=0.05861, over 2478033.93 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06468, over 24253.89 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3005, pruned_loss=0.0726, over 2466995.26 frames. utt_duration=1268 frames, utt_pad_proportion=0.051, over 7793.37 utterances.], giga_tot_loss[loss=0.2038, simple_loss=0.2935, pruned_loss=0.05709, over 2479133.35 frames. utt_duration=378.7 frames, utt_pad_proportion=0.06551, over 26267.69 utterances.], batch size: 40, lr: 3.90e-04
2022-08-25 18:37:16,726 INFO [train.py:927] (6/8) Epoch 9, batch 19750, giga_loss[loss=0.2005, simple_loss=0.2948, pruned_loss=0.05309, over 12413.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07319, over 212.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05788, over 2477286.14 frames. utt_duration=412.7 frames, utt_pad_proportion=0.06257, over 24081.59 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.07249, over 2466627.26 frames. utt_duration=1272 frames, utt_pad_proportion=0.05021, over 7763.89 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2926, pruned_loss=0.05643, over 2478751.28 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06368, over 26087.20 utterances.], batch size: 212, lr: 3.90e-04
2022-08-25 18:39:16,050 INFO [train.py:927] (6/8) Epoch 9, batch 19800, giga_loss[loss=0.2088, simple_loss=0.2884, pruned_loss=0.06455, over 12397.00 frames. utt_duration=195 frames, utt_pad_proportion=0.09702, over 256.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2948, pruned_loss=0.05847, over 2477244.22 frames. utt_duration=403.4 frames, utt_pad_proportion=0.06576, over 24635.50 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3004, pruned_loss=0.07256, over 2466577.17 frames. utt_duration=1267 frames, utt_pad_proportion=0.05082, over 7796.34 utterances.], giga_tot_loss[loss=0.2042, simple_loss=0.2943, pruned_loss=0.05707, over 2478586.02 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06632, over 26407.78 utterances.], batch size: 256, lr: 3.90e-04
2022-08-25 18:41:06,117 INFO [train.py:927] (6/8) Epoch 9, batch 19850, giga_loss[loss=0.1921, simple_loss=0.2837, pruned_loss=0.05026, over 12417.00 frames. utt_duration=857.6 frames, utt_pad_proportion=0.02768, over 58.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2928, pruned_loss=0.05787, over 2476740.07 frames. utt_duration=399.7 frames, utt_pad_proportion=0.06909, over 24861.97 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3004, pruned_loss=0.07263, over 2466482.54 frames. utt_duration=1269 frames, utt_pad_proportion=0.05033, over 7784.53 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2923, pruned_loss=0.05651, over 2478008.01 frames. utt_duration=375.4 frames, utt_pad_proportion=0.06951, over 26486.31 utterances.], batch size: 58, lr: 3.90e-04
2022-08-25 18:43:00,672 INFO [train.py:927] (6/8) Epoch 9, batch 19900, giga_loss[loss=0.2435, simple_loss=0.3322, pruned_loss=0.07737, over 12365.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.04127, over 113.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2954, pruned_loss=0.05953, over 2476397.82 frames. utt_duration=418.6 frames, utt_pad_proportion=0.06466, over 23733.97 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2996, pruned_loss=0.07211, over 2466147.90 frames. utt_duration=1276 frames, utt_pad_proportion=0.04925, over 7737.71 utterances.], giga_tot_loss[loss=0.2062, simple_loss=0.2955, pruned_loss=0.05847, over 2478061.37 frames. utt_duration=388.1 frames, utt_pad_proportion=0.06572, over 25617.20 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 18:44:43,722 INFO [train.py:927] (6/8) Epoch 9, batch 19950, giga_loss[loss=0.1895, simple_loss=0.2786, pruned_loss=0.05017, over 12379.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.0363, over 26.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.3026, pruned_loss=0.06326, over 2475918.90 frames. utt_duration=449.2 frames, utt_pad_proportion=0.06282, over 22108.65 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2996, pruned_loss=0.07206, over 2466289.08 frames. utt_duration=1265 frames, utt_pad_proportion=0.05337, over 7807.10 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.3026, pruned_loss=0.06225, over 2477296.47 frames. utt_duration=417.6 frames, utt_pad_proportion=0.06275, over 23801.98 utterances.], batch size: 26, lr: 3.90e-04
2022-08-25 18:46:24,698 INFO [train.py:927] (6/8) Epoch 9, batch 20000, giga_loss[loss=0.2337, simple_loss=0.3063, pruned_loss=0.08058, over 12378.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04006, over 37.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.3006, pruned_loss=0.06316, over 2475356.21 frames. utt_duration=468 frames, utt_pad_proportion=0.0625, over 21216.74 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3001, pruned_loss=0.07227, over 2466513.49 frames. utt_duration=1241 frames, utt_pad_proportion=0.06135, over 7960.21 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.3003, pruned_loss=0.06198, over 2476471.75 frames. utt_duration=436.9 frames, utt_pad_proportion=0.06007, over 22737.63 utterances.], batch size: 37, lr: 3.90e-04
2022-08-25 18:48:09,991 INFO [train.py:927] (6/8) Epoch 9, batch 20050, giga_loss[loss=0.2085, simple_loss=0.2781, pruned_loss=0.0694, over 12375.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1047, over 258.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2938, pruned_loss=0.06104, over 2475378.86 frames. utt_duration=485.8 frames, utt_pad_proportion=0.06406, over 20436.30 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3002, pruned_loss=0.07236, over 2466739.24 frames. utt_duration=1239 frames, utt_pad_proportion=0.06088, over 7970.77 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2934, pruned_loss=0.05984, over 2476220.18 frames. utt_duration=454.5 frames, utt_pad_proportion=0.06208, over 21856.91 utterances.], batch size: 258, lr: 3.90e-04
2022-08-25 18:49:52,263 INFO [train.py:927] (6/8) Epoch 9, batch 20100, giga_loss[loss=0.175, simple_loss=0.2628, pruned_loss=0.04359, over 12366.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03545, over 122.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2861, pruned_loss=0.05887, over 2474904.38 frames. utt_duration=482.2 frames, utt_pad_proportion=0.06574, over 20587.27 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3005, pruned_loss=0.07252, over 2466830.55 frames. utt_duration=1244 frames, utt_pad_proportion=0.05972, over 7942.77 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2853, pruned_loss=0.05751, over 2475686.39 frames. utt_duration=451 frames, utt_pad_proportion=0.06449, over 22021.80 utterances.], batch size: 122, lr: 3.90e-04
2022-08-25 18:51:35,262 INFO [train.py:927] (6/8) Epoch 9, batch 20150, giga_loss[loss=0.1685, simple_loss=0.2541, pruned_loss=0.04144, over 12425.00 frames. utt_duration=441.4 frames, utt_pad_proportion=0.03623, over 113.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2794, pruned_loss=0.05615, over 2474773.44 frames. utt_duration=492.2 frames, utt_pad_proportion=0.06579, over 20169.78 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3006, pruned_loss=0.07244, over 2466847.25 frames. utt_duration=1243 frames, utt_pad_proportion=0.05917, over 7946.54 utterances.], giga_tot_loss[loss=0.1942, simple_loss=0.2785, pruned_loss=0.05495, over 2475484.77 frames. utt_duration=462.8 frames, utt_pad_proportion=0.06499, over 21461.37 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 18:53:19,152 INFO [train.py:927] (6/8) Epoch 9, batch 20200, giga_loss[loss=0.1725, simple_loss=0.2596, pruned_loss=0.04274, over 12439.00 frames. utt_duration=859.3 frames, utt_pad_proportion=0.02574, over 58.00 utterances.], tot_loss[loss=0.1924, simple_loss=0.2752, pruned_loss=0.05479, over 2475031.55 frames. utt_duration=516 frames, utt_pad_proportion=0.06228, over 19237.67 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3005, pruned_loss=0.07242, over 2466970.98 frames. utt_duration=1246 frames, utt_pad_proportion=0.05803, over 7926.07 utterances.], giga_tot_loss[loss=0.1904, simple_loss=0.2739, pruned_loss=0.05343, over 2475674.21 frames. utt_duration=483 frames, utt_pad_proportion=0.06225, over 20560.24 utterances.], batch size: 58, lr: 3.90e-04
2022-08-25 18:55:00,062 INFO [train.py:927] (6/8) Epoch 9, batch 20250, giga_loss[loss=0.1673, simple_loss=0.2484, pruned_loss=0.04314, over 12390.00 frames. utt_duration=621.4 frames, utt_pad_proportion=0.03213, over 80.00 utterances.], tot_loss[loss=0.1886, simple_loss=0.2703, pruned_loss=0.05348, over 2474514.59 frames. utt_duration=512.2 frames, utt_pad_proportion=0.06724, over 19377.92 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3, pruned_loss=0.07217, over 2467093.62 frames. utt_duration=1255 frames, utt_pad_proportion=0.05672, over 7874.54 utterances.], giga_tot_loss[loss=0.1865, simple_loss=0.2689, pruned_loss=0.05202, over 2475148.72 frames. utt_duration=476.6 frames, utt_pad_proportion=0.06736, over 20836.69 utterances.], batch size: 80, lr: 3.90e-04
2022-08-25 18:56:40,905 INFO [train.py:927] (6/8) Epoch 9, batch 20300, giga_loss[loss=0.1571, simple_loss=0.2466, pruned_loss=0.03384, over 12380.00 frames. utt_duration=708.8 frames, utt_pad_proportion=0.02767, over 70.00 utterances.], tot_loss[loss=0.1839, simple_loss=0.2654, pruned_loss=0.05121, over 2474674.28 frames. utt_duration=532 frames, utt_pad_proportion=0.06316, over 18656.29 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3, pruned_loss=0.07213, over 2467067.48 frames. utt_duration=1256 frames, utt_pad_proportion=0.05605, over 7867.49 utterances.], giga_tot_loss[loss=0.1818, simple_loss=0.2639, pruned_loss=0.04984, over 2475295.94 frames. utt_duration=497.5 frames, utt_pad_proportion=0.06378, over 19959.76 utterances.], batch size: 70, lr: 3.90e-04
2022-08-25 18:58:19,233 INFO [train.py:927] (6/8) Epoch 9, batch 20350, giga_loss[loss=0.1842, simple_loss=0.2655, pruned_loss=0.05151, over 12378.00 frames. utt_duration=439.7 frames, utt_pad_proportion=0.03792, over 113.00 utterances.], tot_loss[loss=0.181, simple_loss=0.262, pruned_loss=0.05002, over 2474699.07 frames. utt_duration=542 frames, utt_pad_proportion=0.06, over 18311.90 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3001, pruned_loss=0.0722, over 2466880.38 frames. utt_duration=1257 frames, utt_pad_proportion=0.05551, over 7859.58 utterances.], giga_tot_loss[loss=0.178, simple_loss=0.2595, pruned_loss=0.0482, over 2475578.13 frames. utt_duration=504.2 frames, utt_pad_proportion=0.06094, over 19696.31 utterances.], batch size: 113, lr: 3.90e-04
2022-08-25 18:59:59,878 INFO [train.py:927] (6/8) Epoch 9, batch 20400, giga_loss[loss=0.2361, simple_loss=0.3188, pruned_loss=0.07668, over 12339.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.03657, over 26.00 utterances.], tot_loss[loss=0.1855, simple_loss=0.2659, pruned_loss=0.05251, over 2474392.85 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06741, over 19030.37 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2996, pruned_loss=0.07208, over 2466870.68 frames. utt_duration=1263 frames, utt_pad_proportion=0.05474, over 7824.83 utterances.], giga_tot_loss[loss=0.1817, simple_loss=0.2629, pruned_loss=0.05027, over 2475440.55 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06799, over 20619.09 utterances.], batch size: 26, lr: 3.90e-04
2022-08-25 19:01:41,300 INFO [train.py:927] (6/8) Epoch 9, batch 20450, giga_loss[loss=0.2397, simple_loss=0.3317, pruned_loss=0.07385, over 12438.00 frames. utt_duration=405.9 frames, utt_pad_proportion=0.0359, over 123.00 utterances.], tot_loss[loss=0.1959, simple_loss=0.2764, pruned_loss=0.05763, over 2473140.87 frames. utt_duration=535.3 frames, utt_pad_proportion=0.06788, over 18531.26 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2992, pruned_loss=0.07202, over 2466979.64 frames. utt_duration=1267 frames, utt_pad_proportion=0.05397, over 7798.46 utterances.], giga_tot_loss[loss=0.1926, simple_loss=0.2739, pruned_loss=0.05562, over 2473998.04 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06873, over 20029.32 utterances.], batch size: 123, lr: 3.90e-04
2022-08-25 19:03:23,443 INFO [train.py:927] (6/8) Epoch 9, batch 20500, giga_loss[loss=0.2182, simple_loss=0.2968, pruned_loss=0.06978, over 12192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03381, over 39.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.2829, pruned_loss=0.05992, over 2472144.86 frames. utt_duration=545.5 frames, utt_pad_proportion=0.06825, over 18174.93 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2993, pruned_loss=0.07222, over 2466666.83 frames. utt_duration=1270 frames, utt_pad_proportion=0.0532, over 7780.69 utterances.], giga_tot_loss[loss=0.1981, simple_loss=0.2804, pruned_loss=0.05791, over 2473176.03 frames. utt_duration=507.3 frames, utt_pad_proportion=0.06925, over 19558.46 utterances.], batch size: 39, lr: 3.90e-04
2022-08-25 19:05:07,586 INFO [train.py:927] (6/8) Epoch 9, batch 20550, giga_loss[loss=0.1753, simple_loss=0.2685, pruned_loss=0.04104, over 12377.00 frames. utt_duration=1906 frames, utt_pad_proportion=0.0434, over 26.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2869, pruned_loss=0.06069, over 2471871.31 frames. utt_duration=539.9 frames, utt_pad_proportion=0.06736, over 18363.54 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2993, pruned_loss=0.0721, over 2466285.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05222, over 7749.47 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2846, pruned_loss=0.05893, over 2473166.51 frames. utt_duration=502.5 frames, utt_pad_proportion=0.0687, over 19745.16 utterances.], batch size: 26, lr: 3.89e-04
2022-08-25 19:06:50,645 INFO [train.py:927] (6/8) Epoch 9, batch 20600, giga_loss[loss=0.2212, simple_loss=0.3063, pruned_loss=0.06802, over 12345.00 frames. utt_duration=582.4 frames, utt_pad_proportion=0.03252, over 85.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2922, pruned_loss=0.06383, over 2471821.43 frames. utt_duration=525.1 frames, utt_pad_proportion=0.06714, over 18881.37 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2993, pruned_loss=0.07201, over 2466344.01 frames. utt_duration=1272 frames, utt_pad_proportion=0.05222, over 7766.43 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2902, pruned_loss=0.06234, over 2472916.33 frames. utt_duration=492.1 frames, utt_pad_proportion=0.0683, over 20160.41 utterances.], batch size: 85, lr: 3.89e-04
2022-08-25 19:08:30,809 INFO [train.py:927] (6/8) Epoch 9, batch 20650, giga_loss[loss=0.2301, simple_loss=0.3246, pruned_loss=0.06779, over 12451.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.03697, over 123.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2963, pruned_loss=0.06507, over 2471842.12 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06179, over 18034.08 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.299, pruned_loss=0.07189, over 2466420.70 frames. utt_duration=1275 frames, utt_pad_proportion=0.05134, over 7748.57 utterances.], giga_tot_loss[loss=0.2113, simple_loss=0.2949, pruned_loss=0.06382, over 2472772.75 frames. utt_duration=513.8 frames, utt_pad_proportion=0.06349, over 19306.54 utterances.], batch size: 123, lr: 3.89e-04
2022-08-25 19:10:12,617 INFO [train.py:927] (6/8) Epoch 9, batch 20700, giga_loss[loss=0.2283, simple_loss=0.3103, pruned_loss=0.07318, over 12396.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.0406, over 133.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2995, pruned_loss=0.06566, over 2472336.19 frames. utt_duration=537.6 frames, utt_pad_proportion=0.06185, over 18444.91 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2989, pruned_loss=0.07179, over 2466503.36 frames. utt_duration=1276 frames, utt_pad_proportion=0.05099, over 7742.07 utterances.], giga_tot_loss[loss=0.2139, simple_loss=0.2984, pruned_loss=0.0647, over 2473046.94 frames. utt_duration=507.6 frames, utt_pad_proportion=0.06331, over 19543.49 utterances.], batch size: 133, lr: 3.89e-04
2022-08-25 19:11:54,862 INFO [train.py:927] (6/8) Epoch 9, batch 20750, giga_loss[loss=0.1997, simple_loss=0.2908, pruned_loss=0.05432, over 12277.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.03501, over 28.00 utterances.], tot_loss[loss=0.2155, simple_loss=0.3004, pruned_loss=0.06524, over 2471552.16 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06611, over 18349.39 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2989, pruned_loss=0.0719, over 2466333.38 frames. utt_duration=1278 frames, utt_pad_proportion=0.05016, over 7728.02 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2996, pruned_loss=0.06421, over 2472406.63 frames. utt_duration=507.9 frames, utt_pad_proportion=0.06745, over 19529.73 utterances.], batch size: 28, lr: 3.89e-04
2022-08-25 19:13:34,831 INFO [train.py:927] (6/8) Epoch 9, batch 20800, giga_loss[loss=0.1866, simple_loss=0.2792, pruned_loss=0.04699, over 12203.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03352, over 42.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.3007, pruned_loss=0.06433, over 2471415.15 frames. utt_duration=571.7 frames, utt_pad_proportion=0.06192, over 17338.11 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2992, pruned_loss=0.07196, over 2466613.09 frames. utt_duration=1279 frames, utt_pad_proportion=0.04938, over 7722.57 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2998, pruned_loss=0.06334, over 2471911.37 frames. utt_duration=537.1 frames, utt_pad_proportion=0.06368, over 18461.39 utterances.], batch size: 42, lr: 3.89e-04
2022-08-25 19:15:17,788 INFO [train.py:927] (6/8) Epoch 9, batch 20850, giga_loss[loss=0.2238, simple_loss=0.3049, pruned_loss=0.07137, over 12324.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.02568, over 45.00 utterances.], tot_loss[loss=0.2201, simple_loss=0.3039, pruned_loss=0.06812, over 2471774.50 frames. utt_duration=561.5 frames, utt_pad_proportion=0.06436, over 17655.17 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2998, pruned_loss=0.07235, over 2466994.63 frames. utt_duration=1263 frames, utt_pad_proportion=0.05392, over 7822.93 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.3027, pruned_loss=0.06678, over 2471954.07 frames. utt_duration=529.6 frames, utt_pad_proportion=0.06396, over 18724.23 utterances.], batch size: 45, lr: 3.89e-04
2022-08-25 19:17:01,818 INFO [train.py:927] (6/8) Epoch 9, batch 20900, giga_loss[loss=0.2024, simple_loss=0.2869, pruned_loss=0.05893, over 12324.00 frames. utt_duration=625.5 frames, utt_pad_proportion=0.02727, over 79.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3032, pruned_loss=0.06887, over 2472136.69 frames. utt_duration=561.8 frames, utt_pad_proportion=0.06526, over 17647.02 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2998, pruned_loss=0.07237, over 2467017.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.05273, over 7809.48 utterances.], giga_tot_loss[loss=0.2189, simple_loss=0.3024, pruned_loss=0.06768, over 2472396.37 frames. utt_duration=528 frames, utt_pad_proportion=0.06545, over 18783.71 utterances.], batch size: 79, lr: 3.89e-04
2022-08-25 19:18:46,111 INFO [train.py:927] (6/8) Epoch 9, batch 20950, giga_loss[loss=0.2201, simple_loss=0.2929, pruned_loss=0.07359, over 12133.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.03586, over 33.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3029, pruned_loss=0.06925, over 2472225.99 frames. utt_duration=548.6 frames, utt_pad_proportion=0.06631, over 18073.84 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2998, pruned_loss=0.07233, over 2467006.79 frames. utt_duration=1264 frames, utt_pad_proportion=0.0524, over 7813.44 utterances.], giga_tot_loss[loss=0.2194, simple_loss=0.3023, pruned_loss=0.06827, over 2472561.14 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06666, over 19208.26 utterances.], batch size: 33, lr: 3.89e-04
2022-08-25 19:20:38,935 INFO [train.py:927] (6/8) Epoch 9, batch 21000, giga_loss[loss=0.2031, simple_loss=0.2851, pruned_loss=0.06056, over 12339.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.03066, over 66.00 utterances.], tot_loss[loss=0.2194, simple_loss=0.302, pruned_loss=0.06843, over 2473433.76 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06527, over 18642.30 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2998, pruned_loss=0.07233, over 2467006.79 frames. utt_duration=1264 frames, utt_pad_proportion=0.0524, over 7813.44 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3016, pruned_loss=0.06767, over 2473694.60 frames. utt_duration=508.3 frames, utt_pad_proportion=0.06558, over 19525.23 utterances.], batch size: 66, lr: 3.89e-04
2022-08-25 19:20:38,938 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 19:20:52,828 INFO [train.py:967] (6/8) Epoch 9, validation: loss=0.1827, simple_loss=0.2949, pruned_loss=0.03521, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 19:22:35,499 INFO [train.py:927] (6/8) Epoch 9, batch 21050, giga_loss[loss=0.1993, simple_loss=0.2782, pruned_loss=0.06017, over 12360.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03515, over 104.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2985, pruned_loss=0.06701, over 2473516.90 frames. utt_duration=519.2 frames, utt_pad_proportion=0.06658, over 19112.95 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2997, pruned_loss=0.07235, over 2467081.55 frames. utt_duration=1269 frames, utt_pad_proportion=0.05142, over 7786.34 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2981, pruned_loss=0.06627, over 2473799.08 frames. utt_duration=493.8 frames, utt_pad_proportion=0.06728, over 20099.36 utterances.], batch size: 104, lr: 3.89e-04
2022-08-25 19:24:18,009 INFO [train.py:927] (6/8) Epoch 9, batch 21100, giga_loss[loss=0.2143, simple_loss=0.2959, pruned_loss=0.06632, over 12398.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06341, over 183.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2946, pruned_loss=0.06525, over 2472922.60 frames. utt_duration=537.7 frames, utt_pad_proportion=0.06473, over 18447.12 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2997, pruned_loss=0.07245, over 2466925.93 frames. utt_duration=1272 frames, utt_pad_proportion=0.05024, over 7764.22 utterances.], giga_tot_loss[loss=0.2115, simple_loss=0.2942, pruned_loss=0.06436, over 2473502.77 frames. utt_duration=506.1 frames, utt_pad_proportion=0.06595, over 19608.39 utterances.], batch size: 183, lr: 3.89e-04
2022-08-25 19:26:01,878 INFO [train.py:927] (6/8) Epoch 9, batch 21150, giga_loss[loss=0.2123, simple_loss=0.2958, pruned_loss=0.06435, over 12395.00 frames. utt_duration=440.2 frames, utt_pad_proportion=0.03882, over 113.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2938, pruned_loss=0.06475, over 2472442.94 frames. utt_duration=534.6 frames, utt_pad_proportion=0.06429, over 18550.56 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2995, pruned_loss=0.07237, over 2466683.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.04913, over 7747.94 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2936, pruned_loss=0.06383, over 2473361.60 frames. utt_duration=498.5 frames, utt_pad_proportion=0.0659, over 19904.54 utterances.], batch size: 113, lr: 3.89e-04
2022-08-25 19:27:43,648 INFO [train.py:927] (6/8) Epoch 9, batch 21200, giga_loss[loss=0.1958, simple_loss=0.2768, pruned_loss=0.0574, over 12373.00 frames. utt_duration=138.1 frames, utt_pad_proportion=0.1876, over 362.00 utterances.], tot_loss[loss=0.2095, simple_loss=0.2914, pruned_loss=0.06376, over 2472697.69 frames. utt_duration=554.9 frames, utt_pad_proportion=0.0619, over 17873.55 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2997, pruned_loss=0.07257, over 2466899.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.04827, over 7756.40 utterances.], giga_tot_loss[loss=0.208, simple_loss=0.2908, pruned_loss=0.06259, over 2473444.51 frames. utt_duration=514.6 frames, utt_pad_proportion=0.06386, over 19282.10 utterances.], batch size: 362, lr: 3.89e-04
2022-08-25 19:29:26,799 INFO [train.py:927] (6/8) Epoch 9, batch 21250, giga_loss[loss=0.2011, simple_loss=0.2797, pruned_loss=0.06131, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02548, over 48.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.2884, pruned_loss=0.06287, over 2472744.49 frames. utt_duration=581.3 frames, utt_pad_proportion=0.05818, over 17057.53 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2998, pruned_loss=0.07275, over 2466753.76 frames. utt_duration=1276 frames, utt_pad_proportion=0.04753, over 7740.39 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2877, pruned_loss=0.06161, over 2473588.77 frames. utt_duration=540 frames, utt_pad_proportion=0.06043, over 18372.13 utterances.], batch size: 48, lr: 3.89e-04
2022-08-25 19:31:07,208 INFO [train.py:927] (6/8) Epoch 9, batch 21300, giga_loss[loss=0.187, simple_loss=0.2671, pruned_loss=0.05345, over 12453.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02935, over 80.00 utterances.], tot_loss[loss=0.2055, simple_loss=0.2859, pruned_loss=0.06253, over 2472137.43 frames. utt_duration=569 frames, utt_pad_proportion=0.06458, over 17424.00 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2999, pruned_loss=0.07301, over 2466625.32 frames. utt_duration=1266 frames, utt_pad_proportion=0.05146, over 7805.52 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2849, pruned_loss=0.06102, over 2473078.58 frames. utt_duration=531.4 frames, utt_pad_proportion=0.06464, over 18666.55 utterances.], batch size: 80, lr: 3.89e-04
2022-08-25 19:32:50,530 INFO [train.py:927] (6/8) Epoch 9, batch 21350, giga_loss[loss=0.1982, simple_loss=0.2691, pruned_loss=0.06364, over 12266.00 frames. utt_duration=909.9 frames, utt_pad_proportion=0.02792, over 54.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2829, pruned_loss=0.06158, over 2472764.77 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06322, over 16801.86 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2997, pruned_loss=0.07311, over 2466550.52 frames. utt_duration=1262 frames, utt_pad_proportion=0.0542, over 7824.22 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2815, pruned_loss=0.05977, over 2473873.21 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06265, over 18234.63 utterances.], batch size: 54, lr: 3.89e-04
2022-08-25 19:34:31,998 INFO [train.py:927] (6/8) Epoch 9, batch 21400, giga_loss[loss=0.184, simple_loss=0.2583, pruned_loss=0.05486, over 12444.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.03866, over 37.00 utterances.], tot_loss[loss=0.2003, simple_loss=0.2807, pruned_loss=0.05995, over 2472449.31 frames. utt_duration=607.4 frames, utt_pad_proportion=0.05818, over 16321.55 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.2998, pruned_loss=0.07299, over 2466035.89 frames. utt_duration=1269 frames, utt_pad_proportion=0.05306, over 7780.00 utterances.], giga_tot_loss[loss=0.1978, simple_loss=0.279, pruned_loss=0.05828, over 2473981.70 frames. utt_duration=559.1 frames, utt_pad_proportion=0.05859, over 17746.67 utterances.], batch size: 37, lr: 3.89e-04
2022-08-25 19:36:18,032 INFO [train.py:927] (6/8) Epoch 9, batch 21450, giga_loss[loss=0.1709, simple_loss=0.2486, pruned_loss=0.04657, over 12399.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.03771, over 43.00 utterances.], tot_loss[loss=0.1999, simple_loss=0.2802, pruned_loss=0.05984, over 2472712.34 frames. utt_duration=605.2 frames, utt_pad_proportion=0.05769, over 16383.35 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2999, pruned_loss=0.07298, over 2466005.35 frames. utt_duration=1257 frames, utt_pad_proportion=0.05705, over 7859.40 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2784, pruned_loss=0.05826, over 2474086.50 frames. utt_duration=563.7 frames, utt_pad_proportion=0.05634, over 17602.99 utterances.], batch size: 43, lr: 3.89e-04
2022-08-25 19:38:02,510 INFO [train.py:927] (6/8) Epoch 9, batch 21500, giga_loss[loss=0.2511, simple_loss=0.3298, pruned_loss=0.08621, over 12439.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03838, over 123.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2855, pruned_loss=0.06321, over 2473445.73 frames. utt_duration=568.6 frames, utt_pad_proportion=0.06642, over 17445.61 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2996, pruned_loss=0.07285, over 2466218.75 frames. utt_duration=1259 frames, utt_pad_proportion=0.05585, over 7846.91 utterances.], giga_tot_loss[loss=0.2035, simple_loss=0.2837, pruned_loss=0.06163, over 2474632.11 frames. utt_duration=529.4 frames, utt_pad_proportion=0.06531, over 18750.25 utterances.], batch size: 123, lr: 3.89e-04
2022-08-25 19:39:42,730 INFO [train.py:927] (6/8) Epoch 9, batch 21550, giga_loss[loss=0.2014, simple_loss=0.2952, pruned_loss=0.05382, over 12353.00 frames. utt_duration=707.3 frames, utt_pad_proportion=0.02973, over 70.00 utterances.], tot_loss[loss=0.2125, simple_loss=0.2916, pruned_loss=0.06671, over 2473135.47 frames. utt_duration=547.9 frames, utt_pad_proportion=0.06828, over 18106.15 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2994, pruned_loss=0.07283, over 2466301.60 frames. utt_duration=1260 frames, utt_pad_proportion=0.05541, over 7840.86 utterances.], giga_tot_loss[loss=0.2102, simple_loss=0.29, pruned_loss=0.06521, over 2474253.89 frames. utt_duration=509.4 frames, utt_pad_proportion=0.06765, over 19487.07 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:41:25,975 INFO [train.py:927] (6/8) Epoch 9, batch 21600, giga_loss[loss=0.2064, simple_loss=0.2989, pruned_loss=0.05694, over 12388.00 frames. utt_duration=709.6 frames, utt_pad_proportion=0.02667, over 70.00 utterances.], tot_loss[loss=0.2166, simple_loss=0.2965, pruned_loss=0.06837, over 2473586.05 frames. utt_duration=536.9 frames, utt_pad_proportion=0.06976, over 18478.62 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2992, pruned_loss=0.07276, over 2466354.14 frames. utt_duration=1261 frames, utt_pad_proportion=0.05457, over 7830.82 utterances.], giga_tot_loss[loss=0.2147, simple_loss=0.2952, pruned_loss=0.06711, over 2474574.90 frames. utt_duration=500.8 frames, utt_pad_proportion=0.06958, over 19823.94 utterances.], batch size: 70, lr: 3.89e-04
2022-08-25 19:43:07,298 INFO [train.py:927] (6/8) Epoch 9, batch 21650, libri_loss[loss=0.2348, simple_loss=0.3024, pruned_loss=0.08357, over 12205.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007394, over 30.00 utterances.], tot_loss[loss=0.2207, simple_loss=0.3012, pruned_loss=0.07004, over 2473690.22 frames. utt_duration=539.3 frames, utt_pad_proportion=0.06815, over 18398.76 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2989, pruned_loss=0.0727, over 2466386.17 frames. utt_duration=1256 frames, utt_pad_proportion=0.05739, over 7861.48 utterances.], giga_tot_loss[loss=0.2192, simple_loss=0.3005, pruned_loss=0.06895, over 2474735.93 frames. utt_duration=500.4 frames, utt_pad_proportion=0.06731, over 19842.94 utterances.], batch size: 30, lr: 3.89e-04
2022-08-25 19:44:49,613 INFO [train.py:927] (6/8) Epoch 9, batch 21700, giga_loss[loss=0.1959, simple_loss=0.2874, pruned_loss=0.05223, over 12420.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03827, over 133.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3003, pruned_loss=0.06807, over 2473902.08 frames. utt_duration=545.6 frames, utt_pad_proportion=0.0657, over 18185.35 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.299, pruned_loss=0.07274, over 2466460.11 frames. utt_duration=1263 frames, utt_pad_proportion=0.05565, over 7818.85 utterances.], giga_tot_loss[loss=0.2169, simple_loss=0.2997, pruned_loss=0.06703, over 2474941.22 frames. utt_duration=502.8 frames, utt_pad_proportion=0.0659, over 19748.36 utterances.], batch size: 133, lr: 3.89e-04
2022-08-25 19:46:33,141 INFO [train.py:927] (6/8) Epoch 9, batch 21750, giga_loss[loss=0.1955, simple_loss=0.2847, pruned_loss=0.05314, over 12164.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.03607, over 39.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.2997, pruned_loss=0.06763, over 2472834.44 frames. utt_duration=542 frames, utt_pad_proportion=0.06691, over 18298.26 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2987, pruned_loss=0.07255, over 2465830.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.0548, over 7797.62 utterances.], giga_tot_loss[loss=0.2167, simple_loss=0.2995, pruned_loss=0.0669, over 2474350.67 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06737, over 19746.54 utterances.], batch size: 39, lr: 3.88e-04
2022-08-25 19:48:17,897 INFO [train.py:927] (6/8) Epoch 9, batch 21800, giga_loss[loss=0.2181, simple_loss=0.3034, pruned_loss=0.06644, over 12151.00 frames. utt_duration=1737 frames, utt_pad_proportion=0.04276, over 28.00 utterances.], tot_loss[loss=0.2191, simple_loss=0.3014, pruned_loss=0.06843, over 2472907.27 frames. utt_duration=543.1 frames, utt_pad_proportion=0.06807, over 18262.55 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2984, pruned_loss=0.07239, over 2465564.52 frames. utt_duration=1271 frames, utt_pad_proportion=0.05378, over 7769.97 utterances.], giga_tot_loss[loss=0.2186, simple_loss=0.3015, pruned_loss=0.06788, over 2474498.06 frames. utt_duration=504.8 frames, utt_pad_proportion=0.06879, over 19666.20 utterances.], batch size: 28, lr: 3.88e-04
2022-08-25 19:50:01,113 INFO [train.py:927] (6/8) Epoch 9, batch 21850, giga_loss[loss=0.2052, simple_loss=0.2873, pruned_loss=0.0615, over 12205.00 frames. utt_duration=1879 frames, utt_pad_proportion=0.0575, over 26.00 utterances.], tot_loss[loss=0.2214, simple_loss=0.3032, pruned_loss=0.06978, over 2473238.05 frames. utt_duration=542.9 frames, utt_pad_proportion=0.06852, over 18272.83 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2989, pruned_loss=0.07269, over 2465742.62 frames. utt_duration=1259 frames, utt_pad_proportion=0.0577, over 7843.88 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3029, pruned_loss=0.06908, over 2474390.08 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06793, over 19412.11 utterances.], batch size: 26, lr: 3.88e-04
2022-08-25 19:51:45,674 INFO [train.py:927] (6/8) Epoch 9, batch 21900, giga_loss[loss=0.2646, simple_loss=0.3371, pruned_loss=0.09604, over 12419.00 frames. utt_duration=272.9 frames, utt_pad_proportion=0.06217, over 183.00 utterances.], tot_loss[loss=0.2237, simple_loss=0.3049, pruned_loss=0.07125, over 2473924.77 frames. utt_duration=547.4 frames, utt_pad_proportion=0.06778, over 18127.87 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.2998, pruned_loss=0.07319, over 2465935.62 frames. utt_duration=1246 frames, utt_pad_proportion=0.061, over 7928.82 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.304, pruned_loss=0.07018, over 2474850.91 frames. utt_duration=517.2 frames, utt_pad_proportion=0.06623, over 19194.46 utterances.], batch size: 183, lr: 3.88e-04
2022-08-25 19:53:29,896 INFO [train.py:927] (6/8) Epoch 9, batch 21950, giga_loss[loss=0.2384, simple_loss=0.3146, pruned_loss=0.08112, over 12431.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.0611, over 183.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3054, pruned_loss=0.0711, over 2473620.91 frames. utt_duration=566.6 frames, utt_pad_proportion=0.06354, over 17508.35 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2993, pruned_loss=0.07296, over 2465943.66 frames. utt_duration=1241 frames, utt_pad_proportion=0.06297, over 7960.35 utterances.], giga_tot_loss[loss=0.223, simple_loss=0.3053, pruned_loss=0.07038, over 2474654.77 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06169, over 18711.36 utterances.], batch size: 183, lr: 3.88e-04
2022-08-25 19:55:12,107 INFO [train.py:927] (6/8) Epoch 9, batch 22000, giga_loss[loss=0.2205, simple_loss=0.2998, pruned_loss=0.07059, over 12376.00 frames. utt_duration=1340 frames, utt_pad_proportion=0.04244, over 37.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3067, pruned_loss=0.07181, over 2473701.76 frames. utt_duration=572.9 frames, utt_pad_proportion=0.06528, over 17316.82 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2995, pruned_loss=0.07297, over 2466152.63 frames. utt_duration=1241 frames, utt_pad_proportion=0.06249, over 7960.75 utterances.], giga_tot_loss[loss=0.2245, simple_loss=0.3065, pruned_loss=0.07121, over 2474391.54 frames. utt_duration=540.9 frames, utt_pad_proportion=0.06391, over 18350.51 utterances.], batch size: 37, lr: 3.88e-04
2022-08-25 19:56:55,116 INFO [train.py:927] (6/8) Epoch 9, batch 22050, libri_loss[loss=0.2343, simple_loss=0.3024, pruned_loss=0.08311, over 12144.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006193, over 35.00 utterances.], tot_loss[loss=0.2244, simple_loss=0.3055, pruned_loss=0.07166, over 2472905.09 frames. utt_duration=596.4 frames, utt_pad_proportion=0.06629, over 16627.03 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.2998, pruned_loss=0.07308, over 2466255.62 frames. utt_duration=1244 frames, utt_pad_proportion=0.06106, over 7937.18 utterances.], giga_tot_loss[loss=0.2237, simple_loss=0.3053, pruned_loss=0.07104, over 2473580.96 frames. utt_duration=559.7 frames, utt_pad_proportion=0.06574, over 17726.44 utterances.], batch size: 35, lr: 3.88e-04
2022-08-25 19:58:37,910 INFO [train.py:927] (6/8) Epoch 9, batch 22100, giga_loss[loss=0.1888, simple_loss=0.2761, pruned_loss=0.05076, over 12280.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.03487, over 28.00 utterances.], tot_loss[loss=0.2235, simple_loss=0.3046, pruned_loss=0.07122, over 2472942.60 frames. utt_duration=635.5 frames, utt_pad_proportion=0.06091, over 15602.76 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2996, pruned_loss=0.07284, over 2466116.03 frames. utt_duration=1246 frames, utt_pad_proportion=0.06005, over 7929.49 utterances.], giga_tot_loss[loss=0.2233, simple_loss=0.3048, pruned_loss=0.07089, over 2473866.30 frames. utt_duration=590.5 frames, utt_pad_proportion=0.06128, over 16799.51 utterances.], batch size: 28, lr: 3.88e-04
2022-08-25 20:00:18,831 INFO [train.py:927] (6/8) Epoch 9, batch 22150, libri_loss[loss=0.1757, simple_loss=0.2504, pruned_loss=0.05054, over 12221.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009355, over 29.00 utterances.], tot_loss[loss=0.2239, simple_loss=0.3048, pruned_loss=0.07147, over 2473148.92 frames. utt_duration=628.7 frames, utt_pad_proportion=0.06573, over 15772.73 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2995, pruned_loss=0.07278, over 2466311.10 frames. utt_duration=1232 frames, utt_pad_proportion=0.06356, over 8014.65 utterances.], giga_tot_loss[loss=0.2238, simple_loss=0.3053, pruned_loss=0.0712, over 2473979.91 frames. utt_duration=584.1 frames, utt_pad_proportion=0.06436, over 16986.65 utterances.], batch size: 29, lr: 3.88e-04
2022-08-25 20:02:02,949 INFO [train.py:927] (6/8) Epoch 9, batch 22200, giga_loss[loss=0.2217, simple_loss=0.3019, pruned_loss=0.07076, over 12233.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.03042, over 42.00 utterances.], tot_loss[loss=0.2225, simple_loss=0.3043, pruned_loss=0.07041, over 2472376.23 frames. utt_duration=625.3 frames, utt_pad_proportion=0.06093, over 15852.85 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.2993, pruned_loss=0.07266, over 2466377.16 frames. utt_duration=1235 frames, utt_pad_proportion=0.06284, over 7996.56 utterances.], giga_tot_loss[loss=0.2227, simple_loss=0.3049, pruned_loss=0.07027, over 2473069.81 frames. utt_duration=585.5 frames, utt_pad_proportion=0.06044, over 16939.27 utterances.], batch size: 42, lr: 3.88e-04
2022-08-25 20:03:45,749 INFO [train.py:927] (6/8) Epoch 9, batch 22250, giga_loss[loss=0.2149, simple_loss=0.292, pruned_loss=0.06891, over 12445.00 frames. utt_duration=475.7 frames, utt_pad_proportion=0.03709, over 105.00 utterances.], tot_loss[loss=0.2227, simple_loss=0.3039, pruned_loss=0.07073, over 2471493.22 frames. utt_duration=633.3 frames, utt_pad_proportion=0.061, over 15646.92 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2997, pruned_loss=0.07275, over 2466417.34 frames. utt_duration=1236 frames, utt_pad_proportion=0.06164, over 7993.82 utterances.], giga_tot_loss[loss=0.2225, simple_loss=0.3041, pruned_loss=0.07048, over 2472185.46 frames. utt_duration=592.7 frames, utt_pad_proportion=0.06108, over 16727.78 utterances.], batch size: 105, lr: 3.88e-04
2022-08-25 20:05:28,042 INFO [train.py:927] (6/8) Epoch 9, batch 22300, giga_loss[loss=0.2111, simple_loss=0.2915, pruned_loss=0.06534, over 12449.00 frames. utt_duration=1466 frames, utt_pad_proportion=0.04749, over 34.00 utterances.], tot_loss[loss=0.2219, simple_loss=0.3029, pruned_loss=0.07045, over 2471513.86 frames. utt_duration=623.4 frames, utt_pad_proportion=0.06512, over 15897.16 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3009, pruned_loss=0.07355, over 2466936.81 frames. utt_duration=1206 frames, utt_pad_proportion=0.07133, over 8195.21 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3021, pruned_loss=0.06943, over 2471725.16 frames. utt_duration=590.2 frames, utt_pad_proportion=0.06067, over 16795.54 utterances.], batch size: 34, lr: 3.88e-04
2022-08-25 20:07:09,882 INFO [train.py:927] (6/8) Epoch 9, batch 22350, giga_loss[loss=0.2284, simple_loss=0.2988, pruned_loss=0.079, over 12345.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03272, over 58.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.2998, pruned_loss=0.06903, over 2470759.09 frames. utt_duration=666.2 frames, utt_pad_proportion=0.05988, over 14867.31 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3005, pruned_loss=0.07328, over 2466603.60 frames. utt_duration=1215 frames, utt_pad_proportion=0.06897, over 8130.77 utterances.], giga_tot_loss[loss=0.2181, simple_loss=0.2996, pruned_loss=0.06831, over 2471393.72 frames. utt_duration=621.1 frames, utt_pad_proportion=0.05732, over 15954.88 utterances.], batch size: 58, lr: 3.88e-04
2022-08-25 20:08:51,897 INFO [train.py:927] (6/8) Epoch 9, batch 22400, giga_loss[loss=0.186, simple_loss=0.2614, pruned_loss=0.05528, over 12272.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0298, over 45.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.2979, pruned_loss=0.06874, over 2471259.74 frames. utt_duration=647.3 frames, utt_pad_proportion=0.06127, over 15307.62 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3007, pruned_loss=0.07363, over 2466552.33 frames. utt_duration=1208 frames, utt_pad_proportion=0.07175, over 8175.66 utterances.], giga_tot_loss[loss=0.2164, simple_loss=0.2974, pruned_loss=0.06774, over 2471910.78 frames. utt_duration=608.2 frames, utt_pad_proportion=0.05785, over 16297.52 utterances.], batch size: 45, lr: 3.88e-04
2022-08-25 20:10:34,424 INFO [train.py:927] (6/8) Epoch 9, batch 22450, giga_loss[loss=0.203, simple_loss=0.2852, pruned_loss=0.06035, over 12363.00 frames. utt_duration=273.4 frames, utt_pad_proportion=0.06035, over 182.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2949, pruned_loss=0.06764, over 2470866.63 frames. utt_duration=657.2 frames, utt_pad_proportion=0.05622, over 15072.78 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3006, pruned_loss=0.07373, over 2466822.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.07037, over 8160.76 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2945, pruned_loss=0.06656, over 2471323.66 frames. utt_duration=613.7 frames, utt_pad_proportion=0.05412, over 16146.43 utterances.], batch size: 182, lr: 3.88e-04
2022-08-25 20:12:16,209 INFO [train.py:927] (6/8) Epoch 9, batch 22500, giga_loss[loss=0.1833, simple_loss=0.2624, pruned_loss=0.05213, over 12461.00 frames. utt_duration=1609 frames, utt_pad_proportion=0.04026, over 31.00 utterances.], tot_loss[loss=0.2135, simple_loss=0.2936, pruned_loss=0.06667, over 2472101.84 frames. utt_duration=661.5 frames, utt_pad_proportion=0.05214, over 14983.31 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.301, pruned_loss=0.07392, over 2467029.18 frames. utt_duration=1208 frames, utt_pad_proportion=0.06995, over 8178.30 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2927, pruned_loss=0.06544, over 2472388.25 frames. utt_duration=620.2 frames, utt_pad_proportion=0.05067, over 15985.20 utterances.], batch size: 31, lr: 3.88e-04
2022-08-25 20:13:58,955 INFO [train.py:927] (6/8) Epoch 9, batch 22550, giga_loss[loss=0.243, simple_loss=0.3212, pruned_loss=0.08238, over 12341.00 frames. utt_duration=137.8 frames, utt_pad_proportion=0.1892, over 362.00 utterances.], tot_loss[loss=0.2138, simple_loss=0.2949, pruned_loss=0.0664, over 2473113.65 frames. utt_duration=636.7 frames, utt_pad_proportion=0.05287, over 15574.44 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3012, pruned_loss=0.07412, over 2467359.15 frames. utt_duration=1209 frames, utt_pad_proportion=0.06911, over 8173.65 utterances.], giga_tot_loss[loss=0.2121, simple_loss=0.2939, pruned_loss=0.06515, over 2473115.60 frames. utt_duration=602.4 frames, utt_pad_proportion=0.05194, over 16462.32 utterances.], batch size: 362, lr: 3.88e-04
2022-08-25 20:15:38,238 INFO [train.py:927] (6/8) Epoch 9, batch 22600, giga_loss[loss=0.2382, simple_loss=0.3262, pruned_loss=0.07512, over 12407.00 frames. utt_duration=235.5 frames, utt_pad_proportion=0.07287, over 212.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2953, pruned_loss=0.06578, over 2473956.20 frames. utt_duration=581.9 frames, utt_pad_proportion=0.06124, over 17050.74 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3012, pruned_loss=0.07417, over 2467355.69 frames. utt_duration=1201 frames, utt_pad_proportion=0.0718, over 8228.20 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2943, pruned_loss=0.06457, over 2474106.12 frames. utt_duration=554.3 frames, utt_pad_proportion=0.05895, over 17901.46 utterances.], batch size: 212, lr: 3.88e-04
2022-08-25 20:17:19,156 INFO [train.py:927] (6/8) Epoch 9, batch 22650, giga_loss[loss=0.2244, simple_loss=0.3083, pruned_loss=0.07026, over 12408.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06778, over 184.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2944, pruned_loss=0.06493, over 2474611.47 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06368, over 17626.09 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3015, pruned_loss=0.07427, over 2467477.99 frames. utt_duration=1199 frames, utt_pad_proportion=0.07157, over 8240.86 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2935, pruned_loss=0.06381, over 2474676.47 frames. utt_duration=540.4 frames, utt_pad_proportion=0.06191, over 18367.34 utterances.], batch size: 184, lr: 3.88e-04
2022-08-25 20:19:01,924 INFO [train.py:927] (6/8) Epoch 9, batch 22700, giga_loss[loss=0.1902, simple_loss=0.2681, pruned_loss=0.05614, over 12457.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03572, over 43.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2953, pruned_loss=0.06552, over 2474437.50 frames. utt_duration=565.1 frames, utt_pad_proportion=0.05997, over 17562.98 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3014, pruned_loss=0.07415, over 2467597.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.07024, over 8209.06 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2945, pruned_loss=0.06455, over 2474531.18 frames. utt_duration=539.7 frames, utt_pad_proportion=0.05916, over 18392.32 utterances.], batch size: 43, lr: 3.88e-04
2022-08-25 20:20:45,366 INFO [train.py:927] (6/8) Epoch 9, batch 22750, giga_loss[loss=0.2073, simple_loss=0.2944, pruned_loss=0.06006, over 12432.00 frames. utt_duration=754.9 frames, utt_pad_proportion=0.02214, over 66.00 utterances.], tot_loss[loss=0.2141, simple_loss=0.2969, pruned_loss=0.06567, over 2473541.57 frames. utt_duration=569.8 frames, utt_pad_proportion=0.05932, over 17409.69 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3017, pruned_loss=0.07425, over 2467600.17 frames. utt_duration=1205 frames, utt_pad_proportion=0.0697, over 8201.01 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2959, pruned_loss=0.06473, over 2473663.65 frames. utt_duration=546.4 frames, utt_pad_proportion=0.05889, over 18160.00 utterances.], batch size: 66, lr: 3.88e-04
2022-08-25 20:22:26,546 INFO [train.py:927] (6/8) Epoch 9, batch 22800, giga_loss[loss=0.2156, simple_loss=0.2973, pruned_loss=0.06697, over 12227.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.02825, over 42.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.2975, pruned_loss=0.06576, over 2472965.14 frames. utt_duration=590.3 frames, utt_pad_proportion=0.0599, over 16800.93 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3015, pruned_loss=0.07421, over 2467897.95 frames. utt_duration=1199 frames, utt_pad_proportion=0.07223, over 8240.76 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2966, pruned_loss=0.06477, over 2472980.08 frames. utt_duration=562.3 frames, utt_pad_proportion=0.05833, over 17639.71 utterances.], batch size: 42, lr: 3.88e-04
2022-08-25 20:24:07,466 INFO [train.py:927] (6/8) Epoch 9, batch 22850, libri_loss[loss=0.2384, simple_loss=0.3189, pruned_loss=0.07892, over 12317.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006224, over 36.00 utterances.], tot_loss[loss=0.2149, simple_loss=0.2978, pruned_loss=0.06601, over 2472688.19 frames. utt_duration=602 frames, utt_pad_proportion=0.05922, over 16470.66 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3011, pruned_loss=0.07421, over 2467792.81 frames. utt_duration=1208 frames, utt_pad_proportion=0.07051, over 8182.30 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2973, pruned_loss=0.06489, over 2472990.38 frames. utt_duration=566.1 frames, utt_pad_proportion=0.05851, over 17519.45 utterances.], batch size: 36, lr: 3.88e-04
2022-08-25 20:25:50,702 INFO [train.py:927] (6/8) Epoch 9, batch 22900, giga_loss[loss=0.2119, simple_loss=0.2836, pruned_loss=0.07011, over 12470.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.03318, over 37.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2959, pruned_loss=0.06545, over 2473372.65 frames. utt_duration=597.6 frames, utt_pad_proportion=0.06149, over 16597.89 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3008, pruned_loss=0.07406, over 2467805.34 frames. utt_duration=1212 frames, utt_pad_proportion=0.0693, over 8154.07 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2957, pruned_loss=0.0645, over 2473733.51 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06123, over 17645.41 utterances.], batch size: 37, lr: 3.88e-04
2022-08-25 20:27:30,985 INFO [train.py:927] (6/8) Epoch 9, batch 22950, giga_loss[loss=0.225, simple_loss=0.3076, pruned_loss=0.07121, over 12450.00 frames. utt_duration=509.6 frames, utt_pad_proportion=0.0349, over 98.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2937, pruned_loss=0.0646, over 2473069.41 frames. utt_duration=616.3 frames, utt_pad_proportion=0.06035, over 16088.96 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3004, pruned_loss=0.07395, over 2467967.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.06783, over 8104.98 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2938, pruned_loss=0.06369, over 2473349.51 frames. utt_duration=576.9 frames, utt_pad_proportion=0.06073, over 17193.08 utterances.], batch size: 98, lr: 3.87e-04
2022-08-25 20:29:18,824 INFO [train.py:927] (6/8) Epoch 9, batch 23000, giga_loss[loss=0.1812, simple_loss=0.2656, pruned_loss=0.04841, over 12130.00 frames. utt_duration=1472 frames, utt_pad_proportion=0.04221, over 33.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2944, pruned_loss=0.06411, over 2472193.85 frames. utt_duration=605 frames, utt_pad_proportion=0.05762, over 16384.72 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3003, pruned_loss=0.0739, over 2467908.88 frames. utt_duration=1222 frames, utt_pad_proportion=0.06685, over 8088.99 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2944, pruned_loss=0.06325, over 2472515.49 frames. utt_duration=569.2 frames, utt_pad_proportion=0.05841, over 17422.13 utterances.], batch size: 33, lr: 3.87e-04
2022-08-25 20:31:00,002 INFO [train.py:927] (6/8) Epoch 9, batch 23050, giga_loss[loss=0.2032, simple_loss=0.276, pruned_loss=0.06522, over 12412.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.04289, over 31.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2947, pruned_loss=0.06468, over 2472718.52 frames. utt_duration=575.2 frames, utt_pad_proportion=0.06188, over 17240.08 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3003, pruned_loss=0.07395, over 2467829.02 frames. utt_duration=1214 frames, utt_pad_proportion=0.06989, over 8140.43 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2946, pruned_loss=0.06375, over 2473159.49 frames. utt_duration=544.2 frames, utt_pad_proportion=0.06115, over 18229.55 utterances.], batch size: 31, lr: 3.87e-04
2022-08-25 20:32:41,478 INFO [train.py:927] (6/8) Epoch 9, batch 23100, giga_loss[loss=0.2367, simple_loss=0.3087, pruned_loss=0.08234, over 12435.00 frames. utt_duration=308.4 frames, utt_pad_proportion=0.05412, over 162.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2936, pruned_loss=0.06509, over 2473749.53 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06122, over 17412.25 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3007, pruned_loss=0.07415, over 2468034.72 frames. utt_duration=1204 frames, utt_pad_proportion=0.07305, over 8207.97 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2931, pruned_loss=0.06406, over 2473992.21 frames. utt_duration=543.7 frames, utt_pad_proportion=0.05933, over 18251.80 utterances.], batch size: 162, lr: 3.87e-04
2022-08-25 20:34:21,282 INFO [train.py:927] (6/8) Epoch 9, batch 23150, giga_loss[loss=0.1923, simple_loss=0.277, pruned_loss=0.05375, over 12352.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03239, over 97.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2935, pruned_loss=0.06567, over 2473176.15 frames. utt_duration=566 frames, utt_pad_proportion=0.05791, over 17523.73 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3009, pruned_loss=0.07431, over 2467836.24 frames. utt_duration=1205 frames, utt_pad_proportion=0.07268, over 8199.57 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2928, pruned_loss=0.06454, over 2473681.22 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05661, over 18405.50 utterances.], batch size: 97, lr: 3.87e-04
2022-08-25 20:36:01,811 INFO [train.py:927] (6/8) Epoch 9, batch 23200, giga_loss[loss=0.1866, simple_loss=0.2731, pruned_loss=0.05002, over 12371.00 frames. utt_duration=309 frames, utt_pad_proportion=0.0523, over 161.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2905, pruned_loss=0.06437, over 2473790.39 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05562, over 17420.05 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3011, pruned_loss=0.07441, over 2467905.30 frames. utt_duration=1203 frames, utt_pad_proportion=0.07227, over 8213.70 utterances.], giga_tot_loss[loss=0.2079, simple_loss=0.2895, pruned_loss=0.06315, over 2474255.77 frames. utt_duration=541.6 frames, utt_pad_proportion=0.05465, over 18325.14 utterances.], batch size: 161, lr: 3.87e-04
2022-08-25 20:37:44,300 INFO [train.py:927] (6/8) Epoch 9, batch 23250, giga_loss[loss=0.1986, simple_loss=0.2791, pruned_loss=0.05904, over 12409.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.04804, over 34.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2888, pruned_loss=0.06383, over 2474204.24 frames. utt_duration=555.8 frames, utt_pad_proportion=0.05727, over 17853.31 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3012, pruned_loss=0.07455, over 2467950.46 frames. utt_duration=1197 frames, utt_pad_proportion=0.07502, over 8260.69 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2877, pruned_loss=0.06251, over 2474634.55 frames. utt_duration=530.7 frames, utt_pad_proportion=0.05505, over 18705.08 utterances.], batch size: 34, lr: 3.87e-04
2022-08-25 20:39:25,573 INFO [train.py:927] (6/8) Epoch 9, batch 23300, giga_loss[loss=0.1805, simple_loss=0.2629, pruned_loss=0.04908, over 12376.00 frames. utt_duration=800.1 frames, utt_pad_proportion=0.0314, over 62.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2895, pruned_loss=0.06332, over 2474116.34 frames. utt_duration=570 frames, utt_pad_proportion=0.05388, over 17407.28 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3013, pruned_loss=0.0745, over 2467831.58 frames. utt_duration=1196 frames, utt_pad_proportion=0.07465, over 8263.69 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2883, pruned_loss=0.06211, over 2474664.75 frames. utt_duration=543.9 frames, utt_pad_proportion=0.05218, over 18250.31 utterances.], batch size: 62, lr: 3.87e-04
2022-08-25 20:41:05,831 INFO [train.py:927] (6/8) Epoch 9, batch 23350, giga_loss[loss=0.2495, simple_loss=0.3225, pruned_loss=0.0883, over 12405.00 frames. utt_duration=272.7 frames, utt_pad_proportion=0.06278, over 183.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2921, pruned_loss=0.06422, over 2473872.03 frames. utt_duration=581.9 frames, utt_pad_proportion=0.0539, over 17050.79 utterances.], libri_tot_loss[loss=0.2253, simple_loss=0.3014, pruned_loss=0.07457, over 2467817.59 frames. utt_duration=1185 frames, utt_pad_proportion=0.07821, over 8341.54 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2908, pruned_loss=0.06296, over 2474458.17 frames. utt_duration=555.9 frames, utt_pad_proportion=0.05064, over 17852.27 utterances.], batch size: 183, lr: 3.87e-04
2022-08-25 20:42:46,931 INFO [train.py:927] (6/8) Epoch 9, batch 23400, libri_loss[loss=0.2306, simple_loss=0.3081, pruned_loss=0.07662, over 12249.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005132, over 34.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.295, pruned_loss=0.06571, over 2472986.12 frames. utt_duration=576.7 frames, utt_pad_proportion=0.0593, over 17198.66 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3016, pruned_loss=0.07461, over 2467814.90 frames. utt_duration=1189 frames, utt_pad_proportion=0.07613, over 8315.35 utterances.], giga_tot_loss[loss=0.2111, simple_loss=0.2935, pruned_loss=0.06431, over 2473662.38 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05704, over 18194.77 utterances.], batch size: 34, lr: 3.87e-04
2022-08-25 20:44:33,878 INFO [train.py:927] (6/8) Epoch 9, batch 23450, giga_loss[loss=0.23, simple_loss=0.3109, pruned_loss=0.07457, over 12332.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2229, simple_loss=0.3026, pruned_loss=0.07157, over 2473445.62 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06623, over 18691.05 utterances.], libri_tot_loss[loss=0.2251, simple_loss=0.3014, pruned_loss=0.07439, over 2467992.68 frames. utt_duration=1182 frames, utt_pad_proportion=0.07977, over 8365.40 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3016, pruned_loss=0.07052, over 2473930.22 frames. utt_duration=505 frames, utt_pad_proportion=0.06255, over 19652.10 utterances.], batch size: 58, lr: 3.87e-04
2022-08-25 20:46:15,435 INFO [train.py:927] (6/8) Epoch 9, batch 23500, giga_loss[loss=0.2699, simple_loss=0.3455, pruned_loss=0.09709, over 12441.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04102, over 114.00 utterances.], tot_loss[loss=0.2298, simple_loss=0.3084, pruned_loss=0.0756, over 2473661.60 frames. utt_duration=527.1 frames, utt_pad_proportion=0.06732, over 18824.00 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3011, pruned_loss=0.07424, over 2467753.45 frames. utt_duration=1187 frames, utt_pad_proportion=0.07813, over 8323.66 utterances.], giga_tot_loss[loss=0.2288, simple_loss=0.3079, pruned_loss=0.07488, over 2474461.06 frames. utt_duration=496.9 frames, utt_pad_proportion=0.06483, over 19978.24 utterances.], batch size: 114, lr: 3.87e-04
2022-08-25 20:48:01,815 INFO [train.py:927] (6/8) Epoch 9, batch 23550, giga_loss[loss=0.276, simple_loss=0.3555, pruned_loss=0.09832, over 12349.00 frames. utt_duration=750 frames, utt_pad_proportion=0.0272, over 66.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3157, pruned_loss=0.08145, over 2473467.69 frames. utt_duration=493.1 frames, utt_pad_proportion=0.07399, over 20127.05 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3008, pruned_loss=0.07398, over 2467677.89 frames. utt_duration=1191 frames, utt_pad_proportion=0.0771, over 8298.52 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3157, pruned_loss=0.08114, over 2474261.83 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07213, over 21250.67 utterances.], batch size: 66, lr: 3.87e-04
2022-08-25 20:49:45,913 INFO [train.py:927] (6/8) Epoch 9, batch 23600, giga_loss[loss=0.2888, simple_loss=0.3506, pruned_loss=0.1135, over 12378.00 frames. utt_duration=308.8 frames, utt_pad_proportion=0.05289, over 161.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3198, pruned_loss=0.08482, over 2473380.85 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07633, over 20903.41 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3009, pruned_loss=0.07399, over 2467473.01 frames. utt_duration=1184 frames, utt_pad_proportion=0.08028, over 8347.47 utterances.], giga_tot_loss[loss=0.2448, simple_loss=0.3202, pruned_loss=0.08476, over 2474319.78 frames. utt_duration=451 frames, utt_pad_proportion=0.07353, over 22016.67 utterances.], batch size: 161, lr: 3.87e-04
2022-08-25 20:51:30,447 INFO [train.py:927] (6/8) Epoch 9, batch 23650, giga_loss[loss=0.3043, simple_loss=0.3664, pruned_loss=0.1212, over 12406.00 frames. utt_duration=271.3 frames, utt_pad_proportion=0.06779, over 184.00 utterances.], tot_loss[loss=0.25, simple_loss=0.3229, pruned_loss=0.08859, over 2472881.03 frames. utt_duration=456.7 frames, utt_pad_proportion=0.0829, over 21728.24 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3004, pruned_loss=0.0738, over 2467137.96 frames. utt_duration=1187 frames, utt_pad_proportion=0.07935, over 8321.41 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3241, pruned_loss=0.08903, over 2474082.74 frames. utt_duration=432 frames, utt_pad_proportion=0.08074, over 22986.49 utterances.], batch size: 184, lr: 3.87e-04
2022-08-25 20:53:17,714 INFO [train.py:927] (6/8) Epoch 9, batch 23700, giga_loss[loss=0.2436, simple_loss=0.3243, pruned_loss=0.08143, over 12329.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.02875, over 66.00 utterances.], tot_loss[loss=0.2548, simple_loss=0.3266, pruned_loss=0.09146, over 2473888.91 frames. utt_duration=457.4 frames, utt_pad_proportion=0.0801, over 21701.02 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3004, pruned_loss=0.07386, over 2467456.02 frames. utt_duration=1182 frames, utt_pad_proportion=0.08115, over 8362.56 utterances.], giga_tot_loss[loss=0.2566, simple_loss=0.3285, pruned_loss=0.0924, over 2474806.74 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07792, over 23181.08 utterances.], batch size: 66, lr: 3.87e-04
2022-08-25 20:55:05,424 INFO [train.py:927] (6/8) Epoch 9, batch 23750, giga_loss[loss=0.233, simple_loss=0.3013, pruned_loss=0.0823, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.0274, over 48.00 utterances.], tot_loss[loss=0.2555, simple_loss=0.3268, pruned_loss=0.09212, over 2474949.53 frames. utt_duration=459.9 frames, utt_pad_proportion=0.07956, over 21592.89 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3004, pruned_loss=0.07386, over 2467456.02 frames. utt_duration=1182 frames, utt_pad_proportion=0.08115, over 8362.56 utterances.], giga_tot_loss[loss=0.257, simple_loss=0.3282, pruned_loss=0.09285, over 2475663.89 frames. utt_duration=436.8 frames, utt_pad_proportion=0.07785, over 22744.83 utterances.], batch size: 48, lr: 3.87e-04
2022-08-25 20:56:49,474 INFO [train.py:927] (6/8) Epoch 9, batch 23800, giga_loss[loss=0.2754, simple_loss=0.3511, pruned_loss=0.0999, over 12390.00 frames. utt_duration=800.8 frames, utt_pad_proportion=0.03052, over 62.00 utterances.], tot_loss[loss=0.2592, simple_loss=0.3304, pruned_loss=0.094, over 2475171.33 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08048, over 22041.14 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3011, pruned_loss=0.07404, over 2467305.41 frames. utt_duration=1176 frames, utt_pad_proportion=0.0834, over 8406.42 utterances.], giga_tot_loss[loss=0.2607, simple_loss=0.3317, pruned_loss=0.09486, over 2476053.55 frames. utt_duration=428 frames, utt_pad_proportion=0.07826, over 23221.67 utterances.], batch size: 62, lr: 3.87e-04
2022-08-25 20:58:34,297 INFO [train.py:927] (6/8) Epoch 9, batch 23850, giga_loss[loss=0.2064, simple_loss=0.296, pruned_loss=0.05839, over 12264.00 frames. utt_duration=909.7 frames, utt_pad_proportion=0.02809, over 54.00 utterances.], tot_loss[loss=0.2588, simple_loss=0.3302, pruned_loss=0.0937, over 2475085.08 frames. utt_duration=439.4 frames, utt_pad_proportion=0.08408, over 22608.20 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3008, pruned_loss=0.07379, over 2467226.16 frames. utt_duration=1183 frames, utt_pad_proportion=0.08096, over 8351.59 utterances.], giga_tot_loss[loss=0.2618, simple_loss=0.3327, pruned_loss=0.09544, over 2476189.82 frames. utt_duration=410.8 frames, utt_pad_proportion=0.08292, over 24193.87 utterances.], batch size: 54, lr: 3.87e-04
2022-08-25 21:00:23,539 INFO [train.py:927] (6/8) Epoch 9, batch 23900, giga_loss[loss=0.1891, simple_loss=0.2849, pruned_loss=0.04666, over 12327.00 frames. utt_duration=705.8 frames, utt_pad_proportion=0.03179, over 70.00 utterances.], tot_loss[loss=0.2562, simple_loss=0.329, pruned_loss=0.09173, over 2475469.32 frames. utt_duration=433.2 frames, utt_pad_proportion=0.08457, over 22934.18 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.301, pruned_loss=0.07406, over 2467422.96 frames. utt_duration=1186 frames, utt_pad_proportion=0.0791, over 8329.79 utterances.], giga_tot_loss[loss=0.2593, simple_loss=0.3317, pruned_loss=0.09349, over 2476415.90 frames. utt_duration=402.8 frames, utt_pad_proportion=0.08423, over 24680.31 utterances.], batch size: 70, lr: 3.87e-04
2022-08-25 21:02:09,128 INFO [train.py:927] (6/8) Epoch 9, batch 23950, giga_loss[loss=0.2289, simple_loss=0.3014, pruned_loss=0.07816, over 12150.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.03375, over 36.00 utterances.], tot_loss[loss=0.2515, simple_loss=0.3255, pruned_loss=0.08877, over 2474243.36 frames. utt_duration=441.2 frames, utt_pad_proportion=0.08156, over 22505.52 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3009, pruned_loss=0.07389, over 2467464.22 frames. utt_duration=1189 frames, utt_pad_proportion=0.07777, over 8310.71 utterances.], giga_tot_loss[loss=0.2549, simple_loss=0.3284, pruned_loss=0.09069, over 2475137.91 frames. utt_duration=409.9 frames, utt_pad_proportion=0.08188, over 24240.87 utterances.], batch size: 36, lr: 3.87e-04
2022-08-25 21:03:53,777 INFO [train.py:927] (6/8) Epoch 9, batch 24000, libri_loss[loss=0.2462, simple_loss=0.3186, pruned_loss=0.08686, over 12397.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008292, over 38.00 utterances.], tot_loss[loss=0.2479, simple_loss=0.323, pruned_loss=0.08641, over 2474470.86 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07722, over 21210.31 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3011, pruned_loss=0.07391, over 2468024.82 frames. utt_duration=1192 frames, utt_pad_proportion=0.07607, over 8291.58 utterances.], giga_tot_loss[loss=0.2517, simple_loss=0.3262, pruned_loss=0.08858, over 2475003.11 frames. utt_duration=427.1 frames, utt_pad_proportion=0.07837, over 23260.93 utterances.], batch size: 38, lr: 3.87e-04
2022-08-25 21:03:53,778 INFO [train.py:958] (6/8) Computing validation loss
2022-08-25 21:04:08,554 INFO [train.py:967] (6/8) Epoch 9, validation: loss=0.1763, simple_loss=0.2864, pruned_loss=0.03306, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-25 21:06:01,893 INFO [train.py:927] (6/8) Epoch 9, batch 24050, giga_loss[loss=0.2426, simple_loss=0.3151, pruned_loss=0.08504, over 12353.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03067, over 85.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3225, pruned_loss=0.08654, over 2474530.67 frames. utt_duration=448.8 frames, utt_pad_proportion=0.08337, over 22125.07 utterances.], libri_tot_loss[loss=0.2248, simple_loss=0.3013, pruned_loss=0.07414, over 2468020.99 frames. utt_duration=1179 frames, utt_pad_proportion=0.08056, over 8381.11 utterances.], giga_tot_loss[loss=0.2509, simple_loss=0.3253, pruned_loss=0.08829, over 2475057.60 frames. utt_duration=415.6 frames, utt_pad_proportion=0.08251, over 23901.93 utterances.], batch size: 85, lr: 3.87e-04
2022-08-25 21:07:51,576 INFO [train.py:927] (6/8) Epoch 9, batch 24100, giga_loss[loss=0.25, simple_loss=0.3198, pruned_loss=0.09014, over 12366.00 frames. utt_duration=136.5 frames, utt_pad_proportion=0.1972, over 366.00 utterances.], tot_loss[loss=0.2474, simple_loss=0.3238, pruned_loss=0.08548, over 2475394.07 frames. utt_duration=439.7 frames, utt_pad_proportion=0.08447, over 22594.48 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3017, pruned_loss=0.07452, over 2468176.32 frames. utt_duration=1171 frames, utt_pad_proportion=0.08264, over 8439.75 utterances.], giga_tot_loss[loss=0.2498, simple_loss=0.3261, pruned_loss=0.08678, over 2475815.81 frames. utt_duration=409.5 frames, utt_pad_proportion=0.08312, over 24265.78 utterances.], batch size: 366, lr: 3.87e-04
2022-08-25 21:09:36,504 INFO [train.py:927] (6/8) Epoch 9, batch 24150, giga_loss[loss=0.2169, simple_loss=0.2981, pruned_loss=0.06788, over 12274.00 frames. utt_duration=910.5 frames, utt_pad_proportion=0.0272, over 54.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3225, pruned_loss=0.084, over 2474428.09 frames. utt_duration=480.2 frames, utt_pad_proportion=0.079, over 20674.00 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3019, pruned_loss=0.07472, over 2468229.62 frames. utt_duration=1167 frames, utt_pad_proportion=0.0843, over 8469.73 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3248, pruned_loss=0.08519, over 2474939.73 frames. utt_duration=443 frames, utt_pad_proportion=0.07775, over 22417.32 utterances.], batch size: 54, lr: 3.86e-04
2022-08-25 21:11:20,417 INFO [train.py:927] (6/8) Epoch 9, batch 24200, libri_loss[loss=0.2442, simple_loss=0.3091, pruned_loss=0.08961, over 12445.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007135, over 32.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3212, pruned_loss=0.08362, over 2474166.69 frames. utt_duration=479.3 frames, utt_pad_proportion=0.07544, over 20711.75 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3017, pruned_loss=0.07461, over 2468053.05 frames. utt_duration=1174 frames, utt_pad_proportion=0.08297, over 8418.50 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3237, pruned_loss=0.08488, over 2474867.30 frames. utt_duration=442.8 frames, utt_pad_proportion=0.07508, over 22427.82 utterances.], batch size: 32, lr: 3.86e-04
2022-08-25 21:13:05,589 INFO [train.py:927] (6/8) Epoch 9, batch 24250, giga_loss[loss=0.2216, simple_loss=0.3119, pruned_loss=0.06568, over 12362.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.03754, over 80.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3198, pruned_loss=0.0836, over 2473409.63 frames. utt_duration=475 frames, utt_pad_proportion=0.07824, over 20893.88 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3018, pruned_loss=0.07477, over 2467875.39 frames. utt_duration=1178 frames, utt_pad_proportion=0.08182, over 8390.25 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3221, pruned_loss=0.08467, over 2474261.12 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07802, over 22551.14 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:14:53,022 INFO [train.py:927] (6/8) Epoch 9, batch 24300, giga_loss[loss=0.2314, simple_loss=0.3244, pruned_loss=0.06918, over 12408.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.05024, over 34.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.319, pruned_loss=0.08134, over 2473566.65 frames. utt_duration=503.1 frames, utt_pad_proportion=0.07681, over 19723.00 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.3019, pruned_loss=0.07469, over 2468337.27 frames. utt_duration=1161 frames, utt_pad_proportion=0.08746, over 8518.24 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3215, pruned_loss=0.08257, over 2474024.33 frames. utt_duration=463.2 frames, utt_pad_proportion=0.07442, over 21432.98 utterances.], batch size: 34, lr: 3.86e-04
2022-08-25 21:16:42,345 INFO [train.py:927] (6/8) Epoch 9, batch 24350, giga_loss[loss=0.2938, simple_loss=0.3556, pruned_loss=0.116, over 12416.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06848, over 212.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3177, pruned_loss=0.08041, over 2474129.02 frames. utt_duration=499.7 frames, utt_pad_proportion=0.07536, over 19861.89 utterances.], libri_tot_loss[loss=0.2257, simple_loss=0.302, pruned_loss=0.07469, over 2468389.24 frames. utt_duration=1163 frames, utt_pad_proportion=0.08619, over 8501.03 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3199, pruned_loss=0.08149, over 2474529.17 frames. utt_duration=463.7 frames, utt_pad_proportion=0.0739, over 21414.57 utterances.], batch size: 212, lr: 3.86e-04
2022-08-25 21:18:26,930 INFO [train.py:927] (6/8) Epoch 9, batch 24400, giga_loss[loss=0.2405, simple_loss=0.3222, pruned_loss=0.07942, over 12342.00 frames. utt_duration=798 frames, utt_pad_proportion=0.03396, over 62.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3163, pruned_loss=0.0803, over 2474468.80 frames. utt_duration=514.9 frames, utt_pad_proportion=0.07318, over 19275.55 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3023, pruned_loss=0.0749, over 2468474.62 frames. utt_duration=1153 frames, utt_pad_proportion=0.08965, over 8575.80 utterances.], giga_tot_loss[loss=0.2401, simple_loss=0.318, pruned_loss=0.08107, over 2474790.07 frames. utt_duration=482.2 frames, utt_pad_proportion=0.07086, over 20591.92 utterances.], batch size: 62, lr: 3.86e-04
2022-08-25 21:20:13,636 INFO [train.py:927] (6/8) Epoch 9, batch 24450, giga_loss[loss=0.2355, simple_loss=0.3059, pruned_loss=0.08254, over 12450.00 frames. utt_duration=375.6 frames, utt_pad_proportion=0.0368, over 133.00 utterances.], tot_loss[loss=0.2373, simple_loss=0.3147, pruned_loss=0.07998, over 2474696.03 frames. utt_duration=524.7 frames, utt_pad_proportion=0.07024, over 18916.88 utterances.], libri_tot_loss[loss=0.2262, simple_loss=0.3026, pruned_loss=0.07491, over 2468622.68 frames. utt_duration=1146 frames, utt_pad_proportion=0.09293, over 8631.48 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3159, pruned_loss=0.08066, over 2474940.02 frames. utt_duration=494.2 frames, utt_pad_proportion=0.06686, over 20090.01 utterances.], batch size: 133, lr: 3.86e-04
2022-08-25 21:21:57,786 INFO [train.py:927] (6/8) Epoch 9, batch 24500, libri_loss[loss=0.2632, simple_loss=0.346, pruned_loss=0.09021, over 12448.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009064, over 39.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3134, pruned_loss=0.07977, over 2474721.27 frames. utt_duration=524.9 frames, utt_pad_proportion=0.07255, over 18909.48 utterances.], libri_tot_loss[loss=0.2261, simple_loss=0.3026, pruned_loss=0.07479, over 2469003.83 frames. utt_duration=1151 frames, utt_pad_proportion=0.09053, over 8594.08 utterances.], giga_tot_loss[loss=0.238, simple_loss=0.3148, pruned_loss=0.08058, over 2474745.16 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07044, over 20228.09 utterances.], batch size: 39, lr: 3.86e-04
2022-08-25 21:23:43,158 INFO [train.py:927] (6/8) Epoch 9, batch 24550, giga_loss[loss=0.2112, simple_loss=0.3075, pruned_loss=0.05747, over 12345.00 frames. utt_duration=1901 frames, utt_pad_proportion=0.03714, over 26.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3129, pruned_loss=0.0782, over 2474330.91 frames. utt_duration=542.7 frames, utt_pad_proportion=0.06995, over 18284.68 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3021, pruned_loss=0.07444, over 2468801.92 frames. utt_duration=1156 frames, utt_pad_proportion=0.0893, over 8553.59 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3146, pruned_loss=0.07923, over 2474622.17 frames. utt_duration=507.8 frames, utt_pad_proportion=0.06873, over 19546.35 utterances.], batch size: 26, lr: 3.86e-04
2022-08-25 21:25:31,051 INFO [train.py:927] (6/8) Epoch 9, batch 24600, giga_loss[loss=0.2615, simple_loss=0.3328, pruned_loss=0.0951, over 12384.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03551, over 113.00 utterances.], tot_loss[loss=0.2354, simple_loss=0.3139, pruned_loss=0.07849, over 2474477.41 frames. utt_duration=530.2 frames, utt_pad_proportion=0.0708, over 18718.93 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.3022, pruned_loss=0.0745, over 2469097.91 frames. utt_duration=1155 frames, utt_pad_proportion=0.08852, over 8561.18 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3152, pruned_loss=0.0793, over 2474534.73 frames. utt_duration=500.4 frames, utt_pad_proportion=0.07001, over 19836.17 utterances.], batch size: 113, lr: 3.86e-04
2022-08-25 21:27:18,430 INFO [train.py:927] (6/8) Epoch 9, batch 24650, giga_loss[loss=0.2335, simple_loss=0.3016, pruned_loss=0.08265, over 12215.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03163, over 42.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3147, pruned_loss=0.07983, over 2474077.87 frames. utt_duration=532.2 frames, utt_pad_proportion=0.06805, over 18646.92 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.302, pruned_loss=0.07422, over 2468860.33 frames. utt_duration=1159 frames, utt_pad_proportion=0.08732, over 8532.14 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3163, pruned_loss=0.08082, over 2474419.27 frames. utt_duration=502.7 frames, utt_pad_proportion=0.06791, over 19744.38 utterances.], batch size: 42, lr: 3.86e-04
2022-08-25 21:29:03,725 INFO [train.py:927] (6/8) Epoch 9, batch 24700, giga_loss[loss=0.2694, simple_loss=0.3344, pruned_loss=0.1022, over 12369.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.0526, over 161.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3161, pruned_loss=0.08209, over 2474156.53 frames. utt_duration=517 frames, utt_pad_proportion=0.06859, over 19197.62 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.3021, pruned_loss=0.07441, over 2468835.12 frames. utt_duration=1150 frames, utt_pad_proportion=0.0899, over 8602.14 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3175, pruned_loss=0.08283, over 2474557.90 frames. utt_duration=490.7 frames, utt_pad_proportion=0.06704, over 20230.99 utterances.], batch size: 161, lr: 3.86e-04
2022-08-25 21:30:50,154 INFO [train.py:927] (6/8) Epoch 9, batch 24750, giga_loss[loss=0.3386, simple_loss=0.3883, pruned_loss=0.1444, over 12398.00 frames. utt_duration=191.4 frames, utt_pad_proportion=0.114, over 261.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3169, pruned_loss=0.08336, over 2474123.41 frames. utt_duration=500.2 frames, utt_pad_proportion=0.0698, over 19843.20 utterances.], libri_tot_loss[loss=0.225, simple_loss=0.3017, pruned_loss=0.07418, over 2468870.87 frames. utt_duration=1151 frames, utt_pad_proportion=0.08983, over 8591.97 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3186, pruned_loss=0.08427, over 2474477.98 frames. utt_duration=477 frames, utt_pad_proportion=0.06847, over 20813.14 utterances.], batch size: 261, lr: 3.86e-04
2022-08-25 21:32:34,117 INFO [train.py:927] (6/8) Epoch 9, batch 24800, giga_loss[loss=0.283, simple_loss=0.3418, pruned_loss=0.1121, over 12395.00 frames. utt_duration=192.2 frames, utt_pad_proportion=0.11, over 260.00 utterances.], tot_loss[loss=0.2412, simple_loss=0.3172, pruned_loss=0.08262, over 2474564.20 frames. utt_duration=493.6 frames, utt_pad_proportion=0.07224, over 20114.37 utterances.], libri_tot_loss[loss=0.2249, simple_loss=0.3016, pruned_loss=0.07411, over 2468956.62 frames. utt_duration=1153 frames, utt_pad_proportion=0.08894, over 8576.93 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.319, pruned_loss=0.08359, over 2474889.51 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07125, over 21134.08 utterances.], batch size: 260, lr: 3.86e-04
2022-08-25 21:34:22,777 INFO [train.py:927] (6/8) Epoch 9, batch 24850, giga_loss[loss=0.1969, simple_loss=0.2806, pruned_loss=0.05665, over 12450.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03598, over 43.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3156, pruned_loss=0.08198, over 2474541.06 frames. utt_duration=496.4 frames, utt_pad_proportion=0.0703, over 19997.84 utterances.], libri_tot_loss[loss=0.2252, simple_loss=0.3017, pruned_loss=0.07436, over 2468853.44 frames. utt_duration=1159 frames, utt_pad_proportion=0.08771, over 8534.69 utterances.], giga_tot_loss[loss=0.2412, simple_loss=0.3172, pruned_loss=0.08266, over 2475027.70 frames. utt_duration=471.7 frames, utt_pad_proportion=0.06995, over 21055.88 utterances.], batch size: 43, lr: 3.86e-04
2022-08-25 21:36:09,017 INFO [train.py:927] (6/8) Epoch 9, batch 24900, giga_loss[loss=0.206, simple_loss=0.2968, pruned_loss=0.0576, over 12357.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.02671, over 66.00 utterances.], tot_loss[loss=0.2395, simple_loss=0.3149, pruned_loss=0.08209, over 2474324.90 frames. utt_duration=494.9 frames, utt_pad_proportion=0.07326, over 20057.64 utterances.], libri_tot_loss[loss=0.2256, simple_loss=0.302, pruned_loss=0.07461, over 2469110.87 frames. utt_duration=1152 frames, utt_pad_proportion=0.09035, over 8581.98 utterances.], giga_tot_loss[loss=0.2406, simple_loss=0.3161, pruned_loss=0.08256, over 2474577.72 frames. utt_duration=471.4 frames, utt_pad_proportion=0.07189, over 21061.61 utterances.], batch size: 66, lr: 3.86e-04
2022-08-25 21:37:57,979 INFO [train.py:927] (6/8) Epoch 9, batch 24950, giga_loss[loss=0.2872, simple_loss=0.3631, pruned_loss=0.1057, over 12430.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07613, over 213.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.3187, pruned_loss=0.08245, over 2474787.71 frames. utt_duration=497.9 frames, utt_pad_proportion=0.07011, over 19941.02 utterances.], libri_tot_loss[loss=0.2255, simple_loss=0.302, pruned_loss=0.07451, over 2469202.59 frames. utt_duration=1157 frames, utt_pad_proportion=0.08905, over 8549.54 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.32, pruned_loss=0.08308, over 2474997.72 frames. utt_duration=473.3 frames, utt_pad_proportion=0.06953, over 20983.80 utterances.], batch size: 213, lr: 3.86e-04
2022-08-25 21:39:49,324 INFO [train.py:927] (6/8) Epoch 9, batch 25000, giga_loss[loss=0.2326, simple_loss=0.3157, pruned_loss=0.07477, over 12462.00 frames. utt_duration=907.7 frames, utt_pad_proportion=0.03021, over 55.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3208, pruned_loss=0.08304, over 2474875.14 frames. utt_duration=475.5 frames, utt_pad_proportion=0.07689, over 20883.96 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3019, pruned_loss=0.07446, over 2469067.57 frames. utt_duration=1159 frames, utt_pad_proportion=0.08878, over 8535.79 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3219, pruned_loss=0.0836, over 2475180.60 frames. utt_duration=456.4 frames, utt_pad_proportion=0.07626, over 21763.89 utterances.], batch size: 55, lr: 3.86e-04
2022-08-25 21:41:36,077 INFO [train.py:927] (6/8) Epoch 9, batch 25050, libri_loss[loss=0.2336, simple_loss=0.3359, pruned_loss=0.06566, over 12251.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004949, over 34.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3226, pruned_loss=0.08445, over 2474763.77 frames. utt_duration=461.2 frames, utt_pad_proportion=0.07861, over 21530.63 utterances.], libri_tot_loss[loss=0.2254, simple_loss=0.3021, pruned_loss=0.07436, over 2469068.41 frames. utt_duration=1163 frames, utt_pad_proportion=0.08745, over 8505.29 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3237, pruned_loss=0.08517, over 2475129.21 frames. utt_duration=441.6 frames, utt_pad_proportion=0.0785, over 22496.16 utterances.], batch size: 34, lr: 3.86e-04
2022-08-25 21:43:22,102 INFO [train.py:927] (6/8) Epoch 9, batch 25100, giga_loss[loss=0.2128, simple_loss=0.2928, pruned_loss=0.06636, over 12267.00 frames. utt_duration=910.3 frames, utt_pad_proportion=0.02744, over 54.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3207, pruned_loss=0.08402, over 2474020.79 frames. utt_duration=471.2 frames, utt_pad_proportion=0.079, over 21067.03 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3013, pruned_loss=0.07362, over 2468715.54 frames. utt_duration=1177 frames, utt_pad_proportion=0.08463, over 8399.09 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3234, pruned_loss=0.08577, over 2474897.50 frames. utt_duration=440.6 frames, utt_pad_proportion=0.07977, over 22545.43 utterances.], batch size: 54, lr: 3.86e-04
2022-08-25 21:45:06,697 INFO [train.py:927] (6/8) Epoch 9, batch 25150, giga_loss[loss=0.1927, simple_loss=0.2826, pruned_loss=0.05135, over 12446.00 frames. utt_duration=1607 frames, utt_pad_proportion=0.04267, over 31.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3195, pruned_loss=0.08403, over 2474527.09 frames. utt_duration=479 frames, utt_pad_proportion=0.07224, over 20727.63 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.301, pruned_loss=0.07345, over 2468721.87 frames. utt_duration=1181 frames, utt_pad_proportion=0.08309, over 8369.37 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3222, pruned_loss=0.08582, over 2475350.90 frames. utt_duration=447 frames, utt_pad_proportion=0.07371, over 22226.11 utterances.], batch size: 31, lr: 3.86e-04
2022-08-25 21:46:51,562 INFO [train.py:927] (6/8) Epoch 9, batch 25200, giga_loss[loss=0.2141, simple_loss=0.2978, pruned_loss=0.06514, over 12343.00 frames. utt_duration=852.9 frames, utt_pad_proportion=0.03302, over 58.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3195, pruned_loss=0.08444, over 2474797.24 frames. utt_duration=473.9 frames, utt_pad_proportion=0.07161, over 20952.10 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3011, pruned_loss=0.07341, over 2468795.54 frames. utt_duration=1184 frames, utt_pad_proportion=0.08124, over 8348.50 utterances.], giga_tot_loss[loss=0.2473, simple_loss=0.3221, pruned_loss=0.08621, over 2475549.67 frames. utt_duration=441.3 frames, utt_pad_proportion=0.07338, over 22512.08 utterances.], batch size: 58, lr: 3.86e-04
2022-08-25 21:48:35,472 INFO [train.py:927] (6/8) Epoch 9, batch 25250, giga_loss[loss=0.2115, simple_loss=0.2952, pruned_loss=0.06389, over 12469.00 frames. utt_duration=745.7 frames, utt_pad_proportion=0.03401, over 67.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3176, pruned_loss=0.08413, over 2474693.36 frames. utt_duration=469.9 frames, utt_pad_proportion=0.07593, over 21134.32 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3008, pruned_loss=0.07344, over 2468752.08 frames. utt_duration=1189 frames, utt_pad_proportion=0.08043, over 8314.46 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3202, pruned_loss=0.08566, over 2475418.05 frames. utt_duration=440 frames, utt_pad_proportion=0.07732, over 22577.73 utterances.], batch size: 67, lr: 3.86e-04
2022-08-25 21:50:19,675 INFO [train.py:927] (6/8) Epoch 9, batch 25300, giga_loss[loss=0.22, simple_loss=0.3007, pruned_loss=0.06961, over 12379.00 frames. utt_duration=620.5 frames, utt_pad_proportion=0.03493, over 80.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3172, pruned_loss=0.0838, over 2475044.77 frames. utt_duration=468.1 frames, utt_pad_proportion=0.07505, over 21216.30 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3002, pruned_loss=0.07303, over 2468798.70 frames. utt_duration=1197 frames, utt_pad_proportion=0.07896, over 8257.85 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3203, pruned_loss=0.08569, over 2475762.10 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07667, over 22784.28 utterances.], batch size: 80, lr: 3.86e-04
2022-08-25 21:52:04,496 INFO [train.py:927] (6/8) Epoch 9, batch 25350, giga_loss[loss=0.2501, simple_loss=0.3325, pruned_loss=0.08386, over 12352.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03251, over 58.00 utterances.], tot_loss[loss=0.2438, simple_loss=0.3178, pruned_loss=0.08495, over 2474705.42 frames. utt_duration=464.4 frames, utt_pad_proportion=0.0783, over 21385.30 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2997, pruned_loss=0.07286, over 2468627.22 frames. utt_duration=1194 frames, utt_pad_proportion=0.08149, over 8280.67 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3212, pruned_loss=0.08692, over 2475584.64 frames. utt_duration=432.5 frames, utt_pad_proportion=0.0786, over 22976.18 utterances.], batch size: 58, lr: 3.86e-04
2022-08-25 21:53:49,249 INFO [train.py:927] (6/8) Epoch 9, batch 25400, libri_loss[loss=0.1801, simple_loss=0.2512, pruned_loss=0.05447, over 12286.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009704, over 28.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3194, pruned_loss=0.08328, over 2474119.76 frames. utt_duration=477 frames, utt_pad_proportion=0.07645, over 20809.89 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.2991, pruned_loss=0.07261, over 2468452.23 frames. utt_duration=1202 frames, utt_pad_proportion=0.07979, over 8224.91 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3232, pruned_loss=0.08541, over 2475159.43 frames. utt_duration=441.6 frames, utt_pad_proportion=0.07738, over 22494.66 utterances.], batch size: 28, lr: 3.85e-04
2022-08-25 21:55:33,008 INFO [train.py:927] (6/8) Epoch 9, batch 25450, giga_loss[loss=0.2307, simple_loss=0.3176, pruned_loss=0.07191, over 12270.00 frames. utt_duration=910.4 frames, utt_pad_proportion=0.02732, over 54.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3215, pruned_loss=0.08365, over 2473351.45 frames. utt_duration=480.4 frames, utt_pad_proportion=0.07936, over 20656.29 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2988, pruned_loss=0.07235, over 2468230.26 frames. utt_duration=1196 frames, utt_pad_proportion=0.08173, over 8265.45 utterances.], giga_tot_loss[loss=0.2488, simple_loss=0.3256, pruned_loss=0.08597, over 2474616.36 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07922, over 22433.08 utterances.], batch size: 54, lr: 3.85e-04
2022-08-25 21:57:17,547 INFO [train.py:927] (6/8) Epoch 9, batch 25500, giga_loss[loss=0.2509, simple_loss=0.3298, pruned_loss=0.08598, over 12380.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.04023, over 113.00 utterances.], tot_loss[loss=0.2467, simple_loss=0.3232, pruned_loss=0.08509, over 2473060.96 frames. utt_duration=491.8 frames, utt_pad_proportion=0.07704, over 20175.44 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2987, pruned_loss=0.07222, over 2468120.48 frames. utt_duration=1191 frames, utt_pad_proportion=0.0845, over 8298.82 utterances.], giga_tot_loss[loss=0.2511, simple_loss=0.3273, pruned_loss=0.08741, over 2474278.04 frames. utt_duration=453.4 frames, utt_pad_proportion=0.07595, over 21901.35 utterances.], batch size: 113, lr: 3.85e-04
2022-08-25 21:59:01,741 INFO [train.py:927] (6/8) Epoch 9, batch 25550, giga_loss[loss=0.2335, simple_loss=0.3202, pruned_loss=0.0734, over 12400.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.04538, over 161.00 utterances.], tot_loss[loss=0.2458, simple_loss=0.3223, pruned_loss=0.08466, over 2473363.75 frames. utt_duration=487.6 frames, utt_pad_proportion=0.07352, over 20351.49 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2985, pruned_loss=0.07189, over 2467960.46 frames. utt_duration=1197 frames, utt_pad_proportion=0.08298, over 8258.78 utterances.], giga_tot_loss[loss=0.2502, simple_loss=0.3262, pruned_loss=0.08708, over 2474573.83 frames. utt_duration=451 frames, utt_pad_proportion=0.07338, over 22021.03 utterances.], batch size: 161, lr: 3.85e-04
2022-08-25 22:00:46,710 INFO [train.py:927] (6/8) Epoch 9, batch 25600, giga_loss[loss=0.2905, simple_loss=0.3613, pruned_loss=0.1099, over 12441.00 frames. utt_duration=308.6 frames, utt_pad_proportion=0.05336, over 162.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3232, pruned_loss=0.08379, over 2473255.28 frames. utt_duration=487.4 frames, utt_pad_proportion=0.07482, over 20360.82 utterances.], libri_tot_loss[loss=0.2209, simple_loss=0.2984, pruned_loss=0.07171, over 2467987.23 frames. utt_duration=1191 frames, utt_pad_proportion=0.08586, over 8300.84 utterances.], giga_tot_loss[loss=0.2496, simple_loss=0.327, pruned_loss=0.08612, over 2474289.36 frames. utt_duration=453.1 frames, utt_pad_proportion=0.07341, over 21913.54 utterances.], batch size: 162, lr: 3.85e-04
2022-08-25 22:02:29,340 INFO [train.py:927] (6/8) Epoch 9, batch 25650, giga_loss[loss=0.2571, simple_loss=0.3289, pruned_loss=0.09261, over 12441.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03782, over 123.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3236, pruned_loss=0.08378, over 2472823.25 frames. utt_duration=502.9 frames, utt_pad_proportion=0.07112, over 19728.62 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2988, pruned_loss=0.07195, over 2467711.77 frames. utt_duration=1180 frames, utt_pad_proportion=0.08912, over 8375.45 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3268, pruned_loss=0.08568, over 2474002.53 frames. utt_duration=469.2 frames, utt_pad_proportion=0.06871, over 21157.91 utterances.], batch size: 123, lr: 3.85e-04
2022-08-25 22:04:11,608 INFO [train.py:927] (6/8) Epoch 9, batch 25700, giga_loss[loss=0.2461, simple_loss=0.3148, pruned_loss=0.08864, over 12379.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04118, over 133.00 utterances.], tot_loss[loss=0.2471, simple_loss=0.3239, pruned_loss=0.08512, over 2473600.95 frames. utt_duration=480.2 frames, utt_pad_proportion=0.06968, over 20667.00 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2993, pruned_loss=0.07222, over 2467699.59 frames. utt_duration=1184 frames, utt_pad_proportion=0.08737, over 8349.34 utterances.], giga_tot_loss[loss=0.2499, simple_loss=0.3265, pruned_loss=0.08667, over 2474677.52 frames. utt_duration=449.7 frames, utt_pad_proportion=0.06836, over 22086.78 utterances.], batch size: 133, lr: 3.85e-04
2022-08-25 22:05:58,773 INFO [train.py:927] (6/8) Epoch 9, batch 25750, giga_loss[loss=0.2586, simple_loss=0.3307, pruned_loss=0.09329, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05372, over 162.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3217, pruned_loss=0.08456, over 2474536.03 frames. utt_duration=473.4 frames, utt_pad_proportion=0.069, over 20972.30 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2993, pruned_loss=0.07215, over 2467678.42 frames. utt_duration=1187 frames, utt_pad_proportion=0.08614, over 8326.53 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3243, pruned_loss=0.0861, over 2475545.33 frames. utt_duration=444.4 frames, utt_pad_proportion=0.06835, over 22357.56 utterances.], batch size: 162, lr: 3.85e-04
2022-08-25 22:07:42,973 INFO [train.py:927] (6/8) Epoch 9, batch 25800, giga_loss[loss=0.2484, simple_loss=0.3202, pruned_loss=0.08826, over 12353.00 frames. utt_duration=1099 frames, utt_pad_proportion=0.02382, over 45.00 utterances.], tot_loss[loss=0.2451, simple_loss=0.3205, pruned_loss=0.08484, over 2474001.58 frames. utt_duration=474 frames, utt_pad_proportion=0.07225, over 20943.99 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2993, pruned_loss=0.07222, over 2467404.68 frames. utt_duration=1193 frames, utt_pad_proportion=0.08456, over 8285.78 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3229, pruned_loss=0.08627, over 2475183.20 frames. utt_duration=444.2 frames, utt_pad_proportion=0.07195, over 22363.62 utterances.], batch size: 45, lr: 3.85e-04
2022-08-25 22:09:24,817 INFO [train.py:927] (6/8) Epoch 9, batch 25850, giga_loss[loss=0.2251, simple_loss=0.308, pruned_loss=0.07108, over 12351.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03261, over 97.00 utterances.], tot_loss[loss=0.2435, simple_loss=0.3193, pruned_loss=0.08382, over 2474498.63 frames. utt_duration=447.5 frames, utt_pad_proportion=0.07613, over 22189.77 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2998, pruned_loss=0.07252, over 2467678.45 frames. utt_duration=1183 frames, utt_pad_proportion=0.08785, over 8355.69 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3212, pruned_loss=0.08489, over 2475281.41 frames. utt_duration=424.1 frames, utt_pad_proportion=0.07467, over 23428.24 utterances.], batch size: 97, lr: 3.85e-04
2022-08-25 22:11:11,877 INFO [train.py:927] (6/8) Epoch 9, batch 25900, libri_loss[loss=0.1945, simple_loss=0.269, pruned_loss=0.06001, over 12461.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009747, over 29.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3156, pruned_loss=0.08112, over 2474735.90 frames. utt_duration=464.3 frames, utt_pad_proportion=0.07345, over 21387.78 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.2993, pruned_loss=0.07232, over 2467421.04 frames. utt_duration=1192 frames, utt_pad_proportion=0.0853, over 8291.52 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3182, pruned_loss=0.08252, over 2475834.31 frames. utt_duration=433.2 frames, utt_pad_proportion=0.07311, over 22937.37 utterances.], batch size: 29, lr: 3.85e-04
2022-08-25 22:12:55,972 INFO [train.py:927] (6/8) Epoch 9, batch 25950, giga_loss[loss=0.2223, simple_loss=0.2981, pruned_loss=0.0732, over 12398.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03604, over 113.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3129, pruned_loss=0.08032, over 2474681.80 frames. utt_duration=476.9 frames, utt_pad_proportion=0.07458, over 20820.86 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.2997, pruned_loss=0.07257, over 2467405.36 frames. utt_duration=1200 frames, utt_pad_proportion=0.08274, over 8232.74 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3152, pruned_loss=0.08157, over 2475832.83 frames. utt_duration=438.9 frames, utt_pad_proportion=0.07492, over 22641.96 utterances.], batch size: 113, lr: 3.85e-04
2022-08-25 22:14:38,614 INFO [train.py:927] (6/8) Epoch 9, batch 26000, giga_loss[loss=0.216, simple_loss=0.2983, pruned_loss=0.06686, over 12480.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.03954, over 34.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3141, pruned_loss=0.08015, over 2474260.87 frames. utt_duration=486.5 frames, utt_pad_proportion=0.07289, over 20404.03 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2995, pruned_loss=0.07231, over 2467191.98 frames. utt_duration=1204 frames, utt_pad_proportion=0.08105, over 8210.07 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3164, pruned_loss=0.08158, over 2475569.48 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07374, over 22214.14 utterances.], batch size: 34, lr: 3.85e-04
2022-08-25 22:16:23,731 INFO [train.py:927] (6/8) Epoch 9, batch 26050, giga_loss[loss=0.237, simple_loss=0.3118, pruned_loss=0.08107, over 12342.00 frames. utt_duration=476.2 frames, utt_pad_proportion=0.03607, over 104.00 utterances.], tot_loss[loss=0.2392, simple_loss=0.3152, pruned_loss=0.08161, over 2474111.11 frames. utt_duration=470 frames, utt_pad_proportion=0.0796, over 21121.80 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.2994, pruned_loss=0.07236, over 2467477.20 frames. utt_duration=1207 frames, utt_pad_proportion=0.07995, over 8187.12 utterances.], giga_tot_loss[loss=0.2416, simple_loss=0.3175, pruned_loss=0.08286, over 2475024.61 frames. utt_duration=435.5 frames, utt_pad_proportion=0.08016, over 22811.73 utterances.], batch size: 104, lr: 3.85e-04
2022-08-25 22:18:06,206 INFO [train.py:927] (6/8) Epoch 9, batch 26100, giga_loss[loss=0.2746, simple_loss=0.3552, pruned_loss=0.09699, over 12428.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03815, over 133.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3144, pruned_loss=0.08122, over 2474494.85 frames. utt_duration=487.3 frames, utt_pad_proportion=0.07548, over 20371.87 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.2988, pruned_loss=0.07214, over 2467632.52 frames. utt_duration=1213 frames, utt_pad_proportion=0.07788, over 8145.98 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3173, pruned_loss=0.08273, over 2475315.18 frames. utt_duration=448.1 frames, utt_pad_proportion=0.07692, over 22169.91 utterances.], batch size: 133, lr: 3.85e-04
2022-08-25 22:19:49,887 INFO [train.py:927] (6/8) Epoch 9, batch 26150, giga_loss[loss=0.2627, simple_loss=0.3342, pruned_loss=0.09562, over 12428.00 frames. utt_duration=508.8 frames, utt_pad_proportion=0.03645, over 98.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3164, pruned_loss=0.08275, over 2473926.68 frames. utt_duration=478.6 frames, utt_pad_proportion=0.07854, over 20738.98 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2984, pruned_loss=0.07185, over 2467435.26 frames. utt_duration=1221 frames, utt_pad_proportion=0.07589, over 8094.67 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3196, pruned_loss=0.0845, over 2474961.28 frames. utt_duration=439.5 frames, utt_pad_proportion=0.08003, over 22601.09 utterances.], batch size: 98, lr: 3.85e-04
2022-08-25 22:21:32,962 INFO [train.py:927] (6/8) Epoch 9, batch 26200, giga_loss[loss=0.2118, simple_loss=0.2894, pruned_loss=0.06707, over 12356.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02939, over 48.00 utterances.], tot_loss[loss=0.243, simple_loss=0.318, pruned_loss=0.08395, over 2474064.37 frames. utt_duration=474.2 frames, utt_pad_proportion=0.08129, over 20936.42 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2989, pruned_loss=0.07209, over 2467811.89 frames. utt_duration=1190 frames, utt_pad_proportion=0.08235, over 8302.30 utterances.], giga_tot_loss[loss=0.246, simple_loss=0.3208, pruned_loss=0.08559, over 2474815.49 frames. utt_duration=435.9 frames, utt_pad_proportion=0.08005, over 22784.90 utterances.], batch size: 48, lr: 3.85e-04
2022-08-25 22:22:44,170 INFO [train.py:844] (6/8) libri reaches end of dataloader
2022-08-25 22:25:16,144 INFO [train.py:927] (6/8) Epoch 10, batch 50, giga_loss[loss=0.191, simple_loss=0.2814, pruned_loss=0.0503, over 12307.00 frames. utt_duration=1895 frames, utt_pad_proportion=0.042, over 26.00 utterances.], tot_loss[loss=0.2299, simple_loss=0.318, pruned_loss=0.07087, over 548297.82 frames. utt_duration=546.9 frames, utt_pad_proportion=0.07279, over 4021.00 utterances.], libri_tot_loss[loss=0.2093, simple_loss=0.2943, pruned_loss=0.06219, over 48942.05 frames. utt_duration=1282 frames, utt_pad_proportion=0.02777, over 152.88 utterances.], giga_tot_loss[loss=0.2317, simple_loss=0.32, pruned_loss=0.07165, over 509445.29 frames. utt_duration=521.6 frames, utt_pad_proportion=0.07421, over 3918.37 utterances.], batch size: 26, lr: 3.75e-04
2022-08-25 22:27:00,721 INFO [train.py:927] (6/8) Epoch 10, batch 100, giga_loss[loss=0.1836, simple_loss=0.2713, pruned_loss=0.04798, over 12384.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03026, over 97.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2948, pruned_loss=0.06146, over 975502.63 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06427, over 7298.97 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2917, pruned_loss=0.05967, over 73000.89 frames. utt_duration=1270 frames, utt_pad_proportion=0.03865, over 230.10 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2952, pruned_loss=0.06168, over 929978.12 frames. utt_duration=518.1 frames, utt_pad_proportion=0.06489, over 7200.91 utterances.], batch size: 97, lr: 3.75e-04
2022-08-25 22:28:43,095 INFO [train.py:927] (6/8) Epoch 10, batch 150, giga_loss[loss=0.1805, simple_loss=0.2677, pruned_loss=0.04669, over 12399.00 frames. utt_duration=1035 frames, utt_pad_proportion=0.02574, over 48.00 utterances.], tot_loss[loss=0.1948, simple_loss=0.2795, pruned_loss=0.0551, over 1307612.59 frames. utt_duration=576 frames, utt_pad_proportion=0.0609, over 9104.62 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2919, pruned_loss=0.05675, over 108773.49 frames. utt_duration=1335 frames, utt_pad_proportion=0.02924, over 326.20 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.279, pruned_loss=0.05518, over 1254024.46 frames. utt_duration=555.5 frames, utt_pad_proportion=0.06182, over 9054.04 utterances.], batch size: 48, lr: 3.75e-04
2022-08-25 22:30:23,817 INFO [train.py:927] (6/8) Epoch 10, batch 200, giga_loss[loss=0.1759, simple_loss=0.2506, pruned_loss=0.05057, over 12125.00 frames. utt_duration=1618 frames, utt_pad_proportion=0.03692, over 30.00 utterances.], tot_loss[loss=0.1889, simple_loss=0.2727, pruned_loss=0.05251, over 1566021.09 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06861, over 11128.03 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.301, pruned_loss=0.05944, over 224113.98 frames. utt_duration=1161 frames, utt_pad_proportion=0.07148, over 773.36 utterances.], giga_tot_loss[loss=0.1867, simple_loss=0.2697, pruned_loss=0.05188, over 1475784.12 frames. utt_duration=532 frames, utt_pad_proportion=0.06816, over 11127.23 utterances.], batch size: 30, lr: 3.75e-04
2022-08-25 22:32:04,271 INFO [train.py:927] (6/8) Epoch 10, batch 250, libri_loss[loss=0.2441, simple_loss=0.327, pruned_loss=0.0806, over 12373.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02595, over 43.00 utterances.], tot_loss[loss=0.1844, simple_loss=0.2673, pruned_loss=0.05072, over 1767099.88 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06144, over 12342.37 utterances.], libri_tot_loss[loss=0.2099, simple_loss=0.2987, pruned_loss=0.06058, over 312355.27 frames. utt_duration=1208 frames, utt_pad_proportion=0.05701, over 1035.14 utterances.], giga_tot_loss[loss=0.1813, simple_loss=0.2635, pruned_loss=0.04954, over 1665245.37 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06211, over 12491.87 utterances.], batch size: 43, lr: 3.75e-04
2022-08-25 22:33:45,236 INFO [train.py:927] (6/8) Epoch 10, batch 300, giga_loss[loss=0.1658, simple_loss=0.2433, pruned_loss=0.04411, over 12421.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04389, over 31.00 utterances.], tot_loss[loss=0.1808, simple_loss=0.2636, pruned_loss=0.04903, over 1923772.39 frames. utt_duration=557.2 frames, utt_pad_proportion=0.06122, over 13846.76 utterances.], libri_tot_loss[loss=0.2102, simple_loss=0.299, pruned_loss=0.06073, over 355107.04 frames. utt_duration=1146 frames, utt_pad_proportion=0.07804, over 1241.25 utterances.], giga_tot_loss[loss=0.1778, simple_loss=0.2599, pruned_loss=0.04784, over 1831913.10 frames. utt_duration=525 frames, utt_pad_proportion=0.0603, over 13997.38 utterances.], batch size: 31, lr: 3.75e-04
2022-08-25 22:35:25,931 INFO [train.py:927] (6/8) Epoch 10, batch 350, libri_loss[loss=0.1482, simple_loss=0.2306, pruned_loss=0.03285, over 12231.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.04088, over 27.00 utterances.], tot_loss[loss=0.1772, simple_loss=0.259, pruned_loss=0.04766, over 2045720.43 frames. utt_duration=551.3 frames, utt_pad_proportion=0.06443, over 14882.85 utterances.], libri_tot_loss[loss=0.2079, simple_loss=0.2963, pruned_loss=0.05976, over 397124.80 frames. utt_duration=1173 frames, utt_pad_proportion=0.07247, over 1356.43 utterances.], giga_tot_loss[loss=0.1745, simple_loss=0.2558, pruned_loss=0.04664, over 1964164.06 frames. utt_duration=520.6 frames, utt_pad_proportion=0.06405, over 15136.35 utterances.], batch size: 27, lr: 3.75e-04
2022-08-25 22:37:07,141 INFO [train.py:927] (6/8) Epoch 10, batch 400, giga_loss[loss=0.2008, simple_loss=0.2777, pruned_loss=0.06198, over 12402.00 frames. utt_duration=193 frames, utt_pad_proportion=0.1063, over 259.00 utterances.], tot_loss[loss=0.176, simple_loss=0.2577, pruned_loss=0.04717, over 2141068.04 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06386, over 15720.29 utterances.], libri_tot_loss[loss=0.2067, simple_loss=0.2949, pruned_loss=0.05923, over 488521.12 frames. utt_duration=1209 frames, utt_pad_proportion=0.06167, over 1618.06 utterances.], giga_tot_loss[loss=0.1726, simple_loss=0.2535, pruned_loss=0.04584, over 2059478.56 frames. utt_duration=508.5 frames, utt_pad_proportion=0.06434, over 16246.78 utterances.], batch size: 259, lr: 3.75e-04
2022-08-25 22:38:49,114 INFO [train.py:927] (6/8) Epoch 10, batch 450, giga_loss[loss=0.1478, simple_loss=0.2272, pruned_loss=0.0342, over 12422.00 frames. utt_duration=975.8 frames, utt_pad_proportion=0.02812, over 51.00 utterances.], tot_loss[loss=0.1726, simple_loss=0.2541, pruned_loss=0.0456, over 2214549.64 frames. utt_duration=558.1 frames, utt_pad_proportion=0.06227, over 15914.23 utterances.], libri_tot_loss[loss=0.2071, simple_loss=0.2958, pruned_loss=0.05922, over 517790.20 frames. utt_duration=1222 frames, utt_pad_proportion=0.05841, over 1697.43 utterances.], giga_tot_loss[loss=0.1693, simple_loss=0.25, pruned_loss=0.04435, over 2146462.36 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06301, over 16450.97 utterances.], batch size: 51, lr: 3.75e-04
2022-08-25 22:40:30,240 INFO [train.py:927] (6/8) Epoch 10, batch 500, giga_loss[loss=0.2203, simple_loss=0.3069, pruned_loss=0.06692, over 12450.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03818, over 37.00 utterances.], tot_loss[loss=0.1774, simple_loss=0.2586, pruned_loss=0.04809, over 2272140.55 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06141, over 16207.23 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2934, pruned_loss=0.0587, over 556392.69 frames. utt_duration=1244 frames, utt_pad_proportion=0.05482, over 1790.74 utterances.], giga_tot_loss[loss=0.1747, simple_loss=0.2553, pruned_loss=0.04705, over 2214187.80 frames. utt_duration=528.5 frames, utt_pad_proportion=0.06238, over 16806.25 utterances.], batch size: 37, lr: 3.75e-04
2022-08-25 22:42:12,710 INFO [train.py:927] (6/8) Epoch 10, batch 550, giga_loss[loss=0.2227, simple_loss=0.3005, pruned_loss=0.0725, over 12390.00 frames. utt_duration=1034 frames, utt_pad_proportion=0.02646, over 48.00 utterances.], tot_loss[loss=0.1892, simple_loss=0.2712, pruned_loss=0.05362, over 2316785.43 frames. utt_duration=565.6 frames, utt_pad_proportion=0.05931, over 16427.20 utterances.], libri_tot_loss[loss=0.2054, simple_loss=0.2937, pruned_loss=0.05856, over 585140.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.05207, over 1874.44 utterances.], giga_tot_loss[loss=0.1871, simple_loss=0.2684, pruned_loss=0.05286, over 2268499.05 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06044, over 17019.05 utterances.], batch size: 48, lr: 3.75e-04
2022-08-25 22:43:53,876 INFO [train.py:927] (6/8) Epoch 10, batch 600, giga_loss[loss=0.1849, simple_loss=0.2803, pruned_loss=0.04475, over 12320.00 frames. utt_duration=1897 frames, utt_pad_proportion=0.04491, over 26.00 utterances.], tot_loss[loss=0.1951, simple_loss=0.2785, pruned_loss=0.05588, over 2351282.21 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06256, over 16994.98 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2934, pruned_loss=0.05876, over 622651.11 frames. utt_duration=1258 frames, utt_pad_proportion=0.04947, over 1982.13 utterances.], giga_tot_loss[loss=0.1933, simple_loss=0.2762, pruned_loss=0.05521, over 2310439.12 frames. utt_duration=525.6 frames, utt_pad_proportion=0.06362, over 17631.65 utterances.], batch size: 26, lr: 3.75e-04
2022-08-25 22:45:35,632 INFO [train.py:927] (6/8) Epoch 10, batch 650, giga_loss[loss=0.2078, simple_loss=0.2887, pruned_loss=0.06348, over 12243.00 frames. utt_duration=1167 frames, utt_pad_proportion=0.03051, over 42.00 utterances.], tot_loss[loss=0.1978, simple_loss=0.2824, pruned_loss=0.05665, over 2378352.90 frames. utt_duration=557.5 frames, utt_pad_proportion=0.06143, over 17110.44 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2936, pruned_loss=0.05852, over 686101.49 frames. utt_duration=1273 frames, utt_pad_proportion=0.04527, over 2158.05 utterances.], giga_tot_loss[loss=0.1962, simple_loss=0.2801, pruned_loss=0.05611, over 2342390.34 frames. utt_duration=523.4 frames, utt_pad_proportion=0.06292, over 17951.93 utterances.], batch size: 42, lr: 3.75e-04
2022-08-25 22:47:18,120 INFO [train.py:927] (6/8) Epoch 10, batch 700, giga_loss[loss=0.2188, simple_loss=0.2957, pruned_loss=0.07096, over 12205.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.03157, over 39.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2873, pruned_loss=0.05992, over 2399253.83 frames. utt_duration=553.9 frames, utt_pad_proportion=0.06429, over 17373.56 utterances.], libri_tot_loss[loss=0.2069, simple_loss=0.2945, pruned_loss=0.05965, over 730467.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.04253, over 2275.89 utterances.], giga_tot_loss[loss=0.2018, simple_loss=0.2851, pruned_loss=0.05924, over 2368532.76 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06581, over 18281.88 utterances.], batch size: 39, lr: 3.75e-04
2022-08-25 22:49:09,105 INFO [train.py:927] (6/8) Epoch 10, batch 750, giga_loss[loss=0.2031, simple_loss=0.2982, pruned_loss=0.05405, over 12412.00 frames. utt_duration=440.8 frames, utt_pad_proportion=0.03745, over 113.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2919, pruned_loss=0.06201, over 2416372.80 frames. utt_duration=530.5 frames, utt_pad_proportion=0.06944, over 18272.42 utterances.], libri_tot_loss[loss=0.2062, simple_loss=0.2936, pruned_loss=0.05942, over 756370.04 frames. utt_duration=1290 frames, utt_pad_proportion=0.04161, over 2348.32 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2904, pruned_loss=0.06157, over 2391320.10 frames. utt_duration=501.8 frames, utt_pad_proportion=0.07055, over 19118.00 utterances.], batch size: 113, lr: 3.75e-04
2022-08-25 22:50:49,467 INFO [train.py:927] (6/8) Epoch 10, batch 800, giga_loss[loss=0.1783, simple_loss=0.27, pruned_loss=0.04328, over 12313.00 frames. utt_duration=1896 frames, utt_pad_proportion=0.05151, over 26.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2947, pruned_loss=0.06206, over 2429187.36 frames. utt_duration=558.2 frames, utt_pad_proportion=0.06689, over 17454.16 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2935, pruned_loss=0.05894, over 815480.52 frames. utt_duration=1281 frames, utt_pad_proportion=0.04108, over 2550.31 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2935, pruned_loss=0.06196, over 2407499.19 frames. utt_duration=523.6 frames, utt_pad_proportion=0.06834, over 18443.27 utterances.], batch size: 26, lr: 3.75e-04
2022-08-25 22:52:32,251 INFO [train.py:927] (6/8) Epoch 10, batch 850, giga_loss[loss=0.1987, simple_loss=0.2958, pruned_loss=0.05082, over 12351.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03255, over 97.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2962, pruned_loss=0.0611, over 2438905.37 frames. utt_duration=561.2 frames, utt_pad_proportion=0.06669, over 17430.03 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2938, pruned_loss=0.05902, over 831898.99 frames. utt_duration=1280 frames, utt_pad_proportion=0.0402, over 2603.67 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2952, pruned_loss=0.06101, over 2421633.98 frames. utt_duration=531 frames, utt_pad_proportion=0.06806, over 18292.70 utterances.], batch size: 97, lr: 3.75e-04
2022-08-25 22:54:14,770 INFO [train.py:927] (6/8) Epoch 10, batch 900, giga_loss[loss=0.2162, simple_loss=0.2993, pruned_loss=0.06655, over 12301.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.03638, over 51.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.297, pruned_loss=0.0613, over 2446322.29 frames. utt_duration=576.6 frames, utt_pad_proportion=0.06258, over 17013.75 utterances.], libri_tot_loss[loss=0.2057, simple_loss=0.2935, pruned_loss=0.0589, over 864400.11 frames. utt_duration=1281 frames, utt_pad_proportion=0.03942, over 2701.78 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2964, pruned_loss=0.06129, over 2432126.88 frames. utt_duration=546 frames, utt_pad_proportion=0.06416, over 17866.66 utterances.], batch size: 51, lr: 3.75e-04
2022-08-25 22:55:56,825 INFO [train.py:927] (6/8) Epoch 10, batch 950, giga_loss[loss=0.2413, simple_loss=0.3231, pruned_loss=0.07976, over 12436.00 frames. utt_duration=906.1 frames, utt_pad_proportion=0.02888, over 55.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2988, pruned_loss=0.06376, over 2452258.09 frames. utt_duration=584.7 frames, utt_pad_proportion=0.06244, over 16819.24 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2916, pruned_loss=0.05774, over 896137.25 frames. utt_duration=1297 frames, utt_pad_proportion=0.03808, over 2767.24 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2991, pruned_loss=0.06423, over 2440727.74 frames. utt_duration=553.2 frames, utt_pad_proportion=0.06407, over 17696.53 utterances.], batch size: 55, lr: 3.75e-04
2022-08-25 22:57:39,547 INFO [train.py:927] (6/8) Epoch 10, batch 1000, giga_loss[loss=0.2093, simple_loss=0.2867, pruned_loss=0.06593, over 12111.00 frames. utt_duration=1616 frames, utt_pad_proportion=0.03851, over 30.00 utterances.], tot_loss[loss=0.2126, simple_loss=0.2974, pruned_loss=0.06391, over 2455933.69 frames. utt_duration=624.9 frames, utt_pad_proportion=0.05943, over 15759.07 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2915, pruned_loss=0.05761, over 911713.52 frames. utt_duration=1299 frames, utt_pad_proportion=0.0374, over 2811.43 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2977, pruned_loss=0.06437, over 2446840.07 frames. utt_duration=593.6 frames, utt_pad_proportion=0.06112, over 16528.37 utterances.], batch size: 30, lr: 3.75e-04
2022-08-25 22:59:23,683 INFO [train.py:927] (6/8) Epoch 10, batch 1050, giga_loss[loss=0.2054, simple_loss=0.295, pruned_loss=0.05789, over 12374.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02801, over 66.00 utterances.], tot_loss[loss=0.2129, simple_loss=0.2973, pruned_loss=0.06426, over 2459233.66 frames. utt_duration=588.7 frames, utt_pad_proportion=0.0682, over 16752.43 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.291, pruned_loss=0.05727, over 950255.36 frames. utt_duration=1311 frames, utt_pad_proportion=0.036, over 2903.25 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2979, pruned_loss=0.0649, over 2451724.86 frames. utt_duration=558.8 frames, utt_pad_proportion=0.06959, over 17596.65 utterances.], batch size: 66, lr: 3.75e-04
2022-08-25 23:01:07,019 INFO [train.py:927] (6/8) Epoch 10, batch 1100, giga_loss[loss=0.2021, simple_loss=0.2833, pruned_loss=0.06046, over 12253.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02987, over 45.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2965, pruned_loss=0.06347, over 2462608.97 frames. utt_duration=585.6 frames, utt_pad_proportion=0.06482, over 16864.98 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2912, pruned_loss=0.05722, over 987903.21 frames. utt_duration=1309 frames, utt_pad_proportion=0.03534, over 3021.43 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.2969, pruned_loss=0.06414, over 2456390.81 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06649, over 17745.83 utterances.], batch size: 45, lr: 3.75e-04
2022-08-25 23:02:51,602 INFO [train.py:927] (6/8) Epoch 10, batch 1150, giga_loss[loss=0.1833, simple_loss=0.2745, pruned_loss=0.0461, over 12411.00 frames. utt_duration=802.3 frames, utt_pad_proportion=0.02874, over 62.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2927, pruned_loss=0.06187, over 2465830.76 frames. utt_duration=578.3 frames, utt_pad_proportion=0.06334, over 17099.63 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2913, pruned_loss=0.0572, over 1024541.17 frames. utt_duration=1312 frames, utt_pad_proportion=0.03389, over 3127.88 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2931, pruned_loss=0.06252, over 2460776.33 frames. utt_duration=547.6 frames, utt_pad_proportion=0.06524, over 18025.83 utterances.], batch size: 62, lr: 3.75e-04
2022-08-25 23:04:35,528 INFO [train.py:927] (6/8) Epoch 10, batch 1200, giga_loss[loss=0.1983, simple_loss=0.2893, pruned_loss=0.05366, over 12431.00 frames. utt_duration=342 frames, utt_pad_proportion=0.04213, over 146.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2903, pruned_loss=0.06145, over 2467293.98 frames. utt_duration=544.9 frames, utt_pad_proportion=0.07042, over 18160.40 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.291, pruned_loss=0.05704, over 1053219.85 frames. utt_duration=1304 frames, utt_pad_proportion=0.03494, over 3235.41 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2908, pruned_loss=0.06212, over 2463224.74 frames. utt_duration=518.3 frames, utt_pad_proportion=0.07168, over 19065.36 utterances.], batch size: 146, lr: 3.74e-04
2022-08-25 23:06:17,066 INFO [train.py:927] (6/8) Epoch 10, batch 1250, giga_loss[loss=0.2221, simple_loss=0.2992, pruned_loss=0.07245, over 12417.00 frames. utt_duration=405 frames, utt_pad_proportion=0.04032, over 123.00 utterances.], tot_loss[loss=0.2059, simple_loss=0.2896, pruned_loss=0.06107, over 2468208.53 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06989, over 18015.13 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2906, pruned_loss=0.05665, over 1088048.03 frames. utt_duration=1299 frames, utt_pad_proportion=0.03523, over 3354.47 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2901, pruned_loss=0.06184, over 2465109.67 frames. utt_duration=521.6 frames, utt_pad_proportion=0.07119, over 18958.78 utterances.], batch size: 123, lr: 3.74e-04
2022-08-25 23:07:57,334 INFO [train.py:927] (6/8) Epoch 10, batch 1300, giga_loss[loss=0.2042, simple_loss=0.2815, pruned_loss=0.06345, over 12383.00 frames. utt_duration=545.9 frames, utt_pad_proportion=0.02695, over 91.00 utterances.], tot_loss[loss=0.2042, simple_loss=0.2874, pruned_loss=0.06047, over 2468971.23 frames. utt_duration=562.3 frames, utt_pad_proportion=0.06627, over 17610.54 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2911, pruned_loss=0.05701, over 1128907.41 frames. utt_duration=1289 frames, utt_pad_proportion=0.03629, over 3506.02 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2875, pruned_loss=0.06105, over 2466515.80 frames. utt_duration=531.2 frames, utt_pad_proportion=0.06772, over 18626.98 utterances.], batch size: 91, lr: 3.74e-04
2022-08-25 23:09:41,600 INFO [train.py:927] (6/8) Epoch 10, batch 1350, giga_loss[loss=0.1979, simple_loss=0.2819, pruned_loss=0.05701, over 12455.00 frames. utt_duration=406.2 frames, utt_pad_proportion=0.03736, over 123.00 utterances.], tot_loss[loss=0.2021, simple_loss=0.2846, pruned_loss=0.05979, over 2469451.35 frames. utt_duration=571.9 frames, utt_pad_proportion=0.06429, over 17316.72 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2904, pruned_loss=0.05701, over 1181427.66 frames. utt_duration=1278 frames, utt_pad_proportion=0.04223, over 3701.46 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2849, pruned_loss=0.06039, over 2467596.14 frames. utt_duration=536.1 frames, utt_pad_proportion=0.06506, over 18463.48 utterances.], batch size: 123, lr: 3.74e-04
2022-08-25 23:11:22,191 INFO [train.py:927] (6/8) Epoch 10, batch 1400, giga_loss[loss=0.2005, simple_loss=0.2684, pruned_loss=0.06634, over 12272.00 frames. utt_duration=1170 frames, utt_pad_proportion=0.02802, over 42.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2829, pruned_loss=0.05898, over 2470587.29 frames. utt_duration=591.6 frames, utt_pad_proportion=0.05854, over 16747.01 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2924, pruned_loss=0.05736, over 1219779.92 frames. utt_duration=1277 frames, utt_pad_proportion=0.04106, over 3825.89 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.282, pruned_loss=0.05935, over 2468918.82 frames. utt_duration=552.8 frames, utt_pad_proportion=0.05997, over 17914.15 utterances.], batch size: 42, lr: 3.74e-04
2022-08-25 23:13:06,118 INFO [train.py:927] (6/8) Epoch 10, batch 1450, giga_loss[loss=0.1804, simple_loss=0.2595, pruned_loss=0.05066, over 12332.00 frames. utt_duration=1029 frames, utt_pad_proportion=0.02547, over 48.00 utterances.], tot_loss[loss=0.1976, simple_loss=0.28, pruned_loss=0.05758, over 2470966.76 frames. utt_duration=606.2 frames, utt_pad_proportion=0.05652, over 16345.40 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2934, pruned_loss=0.05761, over 1244598.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.04955, over 3983.87 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2785, pruned_loss=0.05777, over 2469631.43 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05605, over 17352.55 utterances.], batch size: 48, lr: 3.74e-04
2022-08-25 23:14:46,051 INFO [train.py:927] (6/8) Epoch 10, batch 1500, giga_loss[loss=0.1691, simple_loss=0.2506, pruned_loss=0.04382, over 12424.00 frames. utt_duration=1605 frames, utt_pad_proportion=0.0403, over 31.00 utterances.], tot_loss[loss=0.1955, simple_loss=0.2775, pruned_loss=0.05673, over 2470895.84 frames. utt_duration=619.7 frames, utt_pad_proportion=0.05536, over 15987.52 utterances.], libri_tot_loss[loss=0.2036, simple_loss=0.2926, pruned_loss=0.05731, over 1286230.15 frames. utt_duration=1263 frames, utt_pad_proportion=0.0471, over 4078.11 utterances.], giga_tot_loss[loss=0.1951, simple_loss=0.2763, pruned_loss=0.05701, over 2470380.22 frames. utt_duration=579.8 frames, utt_pad_proportion=0.05564, over 17086.53 utterances.], batch size: 31, lr: 3.74e-04
2022-08-25 23:16:32,092 INFO [train.py:927] (6/8) Epoch 10, batch 1550, giga_loss[loss=0.1924, simple_loss=0.2759, pruned_loss=0.05449, over 12339.00 frames. utt_duration=797.5 frames, utt_pad_proportion=0.03446, over 62.00 utterances.], tot_loss[loss=0.1977, simple_loss=0.2792, pruned_loss=0.05814, over 2471572.64 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05544, over 16253.08 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2921, pruned_loss=0.05721, over 1315483.37 frames. utt_duration=1268 frames, utt_pad_proportion=0.04557, over 4156.31 utterances.], giga_tot_loss[loss=0.1975, simple_loss=0.2781, pruned_loss=0.05843, over 2471244.40 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05609, over 17337.02 utterances.], batch size: 62, lr: 3.74e-04
2022-08-25 23:18:14,408 INFO [train.py:927] (6/8) Epoch 10, batch 1600, giga_loss[loss=0.2164, simple_loss=0.2967, pruned_loss=0.06802, over 12484.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04097, over 31.00 utterances.], tot_loss[loss=0.2018, simple_loss=0.2827, pruned_loss=0.06043, over 2471477.98 frames. utt_duration=606.7 frames, utt_pad_proportion=0.0583, over 16335.34 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2908, pruned_loss=0.05673, over 1343762.27 frames. utt_duration=1269 frames, utt_pad_proportion=0.04603, over 4239.87 utterances.], giga_tot_loss[loss=0.2021, simple_loss=0.2823, pruned_loss=0.06095, over 2471515.76 frames. utt_duration=569.5 frames, utt_pad_proportion=0.05866, over 17405.44 utterances.], batch size: 31, lr: 3.74e-04
2022-08-25 23:20:00,115 INFO [train.py:927] (6/8) Epoch 10, batch 1650, giga_loss[loss=0.2142, simple_loss=0.3059, pruned_loss=0.06126, over 12335.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03341, over 97.00 utterances.], tot_loss[loss=0.2081, simple_loss=0.289, pruned_loss=0.06355, over 2472566.57 frames. utt_duration=554.9 frames, utt_pad_proportion=0.06763, over 17872.80 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2908, pruned_loss=0.05668, over 1355154.15 frames. utt_duration=1264 frames, utt_pad_proportion=0.04677, over 4294.26 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2886, pruned_loss=0.06403, over 2472477.82 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06737, over 18774.39 utterances.], batch size: 97, lr: 3.74e-04
2022-08-25 23:21:42,198 INFO [train.py:927] (6/8) Epoch 10, batch 1700, giga_loss[loss=0.2411, simple_loss=0.3382, pruned_loss=0.07205, over 12430.00 frames. utt_duration=711.8 frames, utt_pad_proportion=0.02365, over 70.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2951, pruned_loss=0.06574, over 2472281.71 frames. utt_duration=553.8 frames, utt_pad_proportion=0.06757, over 17904.21 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2915, pruned_loss=0.05681, over 1382515.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.04601, over 4366.34 utterances.], giga_tot_loss[loss=0.2135, simple_loss=0.2945, pruned_loss=0.06624, over 2472480.02 frames. utt_duration=525.9 frames, utt_pad_proportion=0.06771, over 18859.58 utterances.], batch size: 70, lr: 3.74e-04
2022-08-25 23:23:24,197 INFO [train.py:927] (6/8) Epoch 10, batch 1750, giga_loss[loss=0.2272, simple_loss=0.3053, pruned_loss=0.07451, over 12418.00 frames. utt_duration=1344 frames, utt_pad_proportion=0.03727, over 37.00 utterances.], tot_loss[loss=0.2142, simple_loss=0.2969, pruned_loss=0.0657, over 2472686.45 frames. utt_duration=535.9 frames, utt_pad_proportion=0.06848, over 18507.66 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2915, pruned_loss=0.05684, over 1393318.47 frames. utt_duration=1249 frames, utt_pad_proportion=0.05322, over 4467.65 utterances.], giga_tot_loss[loss=0.2144, simple_loss=0.2965, pruned_loss=0.06617, over 2472902.47 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06723, over 19291.41 utterances.], batch size: 37, lr: 3.74e-04
2022-08-25 23:25:04,585 INFO [train.py:927] (6/8) Epoch 10, batch 1800, giga_loss[loss=0.2061, simple_loss=0.2869, pruned_loss=0.06261, over 12366.00 frames. utt_duration=619.9 frames, utt_pad_proportion=0.03593, over 80.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2963, pruned_loss=0.06427, over 2472473.71 frames. utt_duration=546.7 frames, utt_pad_proportion=0.06315, over 18141.48 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2925, pruned_loss=0.05729, over 1414541.89 frames. utt_duration=1253 frames, utt_pad_proportion=0.05182, over 4520.84 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2956, pruned_loss=0.06454, over 2472843.28 frames. utt_duration=522.6 frames, utt_pad_proportion=0.06273, over 18981.38 utterances.], batch size: 80, lr: 3.74e-04
2022-08-25 23:26:48,429 INFO [train.py:927] (6/8) Epoch 10, batch 1850, giga_loss[loss=0.2231, simple_loss=0.2958, pruned_loss=0.07515, over 12365.00 frames. utt_duration=135.4 frames, utt_pad_proportion=0.2035, over 369.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2976, pruned_loss=0.06465, over 2472788.55 frames. utt_duration=534.7 frames, utt_pad_proportion=0.06251, over 18549.66 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.05715, over 1445524.93 frames. utt_duration=1260 frames, utt_pad_proportion=0.04996, over 4594.35 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2974, pruned_loss=0.06514, over 2473408.27 frames. utt_duration=508.2 frames, utt_pad_proportion=0.06268, over 19526.07 utterances.], batch size: 369, lr: 3.74e-04
2022-08-25 23:28:34,543 INFO [train.py:927] (6/8) Epoch 10, batch 1900, giga_loss[loss=0.1915, simple_loss=0.2819, pruned_loss=0.05061, over 12320.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03411, over 51.00 utterances.], tot_loss[loss=0.214, simple_loss=0.298, pruned_loss=0.06494, over 2473041.35 frames. utt_duration=550.4 frames, utt_pad_proportion=0.06178, over 18021.38 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2913, pruned_loss=0.05679, over 1476110.02 frames. utt_duration=1264 frames, utt_pad_proportion=0.04879, over 4677.63 utterances.], giga_tot_loss[loss=0.2149, simple_loss=0.2984, pruned_loss=0.06573, over 2473391.12 frames. utt_duration=519.7 frames, utt_pad_proportion=0.06236, over 19091.21 utterances.], batch size: 51, lr: 3.74e-04
2022-08-25 23:30:19,456 INFO [train.py:927] (6/8) Epoch 10, batch 1950, giga_loss[loss=0.2214, simple_loss=0.312, pruned_loss=0.06541, over 12367.00 frames. utt_duration=799.3 frames, utt_pad_proportion=0.03116, over 62.00 utterances.], tot_loss[loss=0.2172, simple_loss=0.3004, pruned_loss=0.06705, over 2473306.91 frames. utt_duration=555.7 frames, utt_pad_proportion=0.05979, over 17850.47 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2913, pruned_loss=0.05681, over 1505373.96 frames. utt_duration=1268 frames, utt_pad_proportion=0.04723, over 4754.49 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3009, pruned_loss=0.06794, over 2473844.20 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06086, over 19003.72 utterances.], batch size: 62, lr: 3.74e-04
2022-08-25 23:32:01,615 INFO [train.py:927] (6/8) Epoch 10, batch 2000, libri_loss[loss=0.2007, simple_loss=0.2949, pruned_loss=0.05323, over 12440.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03535, over 46.00 utterances.], tot_loss[loss=0.2178, simple_loss=0.3011, pruned_loss=0.06721, over 2473158.91 frames. utt_duration=554.8 frames, utt_pad_proportion=0.06073, over 17879.42 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2908, pruned_loss=0.05656, over 1524001.59 frames. utt_duration=1272 frames, utt_pad_proportion=0.04634, over 4799.16 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.302, pruned_loss=0.06827, over 2474138.99 frames. utt_duration=522.2 frames, utt_pad_proportion=0.06187, over 19007.12 utterances.], batch size: 46, lr: 3.74e-04
2022-08-25 23:33:45,701 INFO [train.py:927] (6/8) Epoch 10, batch 2050, giga_loss[loss=0.276, simple_loss=0.3408, pruned_loss=0.1056, over 12393.00 frames. utt_duration=195.1 frames, utt_pad_proportion=0.09664, over 256.00 utterances.], tot_loss[loss=0.2198, simple_loss=0.3035, pruned_loss=0.0681, over 2473831.72 frames. utt_duration=532.8 frames, utt_pad_proportion=0.0644, over 18622.96 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2905, pruned_loss=0.05648, over 1542789.62 frames. utt_duration=1259 frames, utt_pad_proportion=0.05168, over 4905.59 utterances.], giga_tot_loss[loss=0.2214, simple_loss=0.3045, pruned_loss=0.06916, over 2474650.02 frames. utt_duration=505.3 frames, utt_pad_proportion=0.06399, over 19648.18 utterances.], batch size: 256, lr: 3.74e-04
2022-08-25 23:35:28,257 INFO [train.py:927] (6/8) Epoch 10, batch 2100, giga_loss[loss=0.2235, simple_loss=0.283, pruned_loss=0.08204, over 12367.00 frames. utt_duration=135.5 frames, utt_pad_proportion=0.1983, over 369.00 utterances.], tot_loss[loss=0.2189, simple_loss=0.3025, pruned_loss=0.06765, over 2472544.25 frames. utt_duration=557.6 frames, utt_pad_proportion=0.06689, over 17785.56 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2906, pruned_loss=0.0565, over 1574650.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.0504, over 5001.64 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3037, pruned_loss=0.06885, over 2473394.56 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06682, over 18928.45 utterances.], batch size: 369, lr: 3.74e-04
2022-08-25 23:37:08,604 INFO [train.py:927] (6/8) Epoch 10, batch 2150, giga_loss[loss=0.234, simple_loss=0.3239, pruned_loss=0.07201, over 12437.00 frames. utt_duration=664.6 frames, utt_pad_proportion=0.03255, over 75.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3015, pruned_loss=0.06746, over 2471938.44 frames. utt_duration=575.5 frames, utt_pad_proportion=0.06635, over 17224.95 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05633, over 1601147.28 frames. utt_duration=1259 frames, utt_pad_proportion=0.04968, over 5092.31 utterances.], giga_tot_loss[loss=0.2203, simple_loss=0.3029, pruned_loss=0.06883, over 2472705.40 frames. utt_duration=538.9 frames, utt_pad_proportion=0.06673, over 18405.13 utterances.], batch size: 75, lr: 3.74e-04
2022-08-25 23:38:49,077 INFO [train.py:927] (6/8) Epoch 10, batch 2200, giga_loss[loss=0.2093, simple_loss=0.2889, pruned_loss=0.06482, over 12172.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.03342, over 33.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3024, pruned_loss=0.06846, over 2471262.47 frames. utt_duration=586.9 frames, utt_pad_proportion=0.06564, over 16884.39 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2907, pruned_loss=0.05644, over 1622653.77 frames. utt_duration=1255 frames, utt_pad_proportion=0.04951, over 5179.19 utterances.], giga_tot_loss[loss=0.2216, simple_loss=0.3036, pruned_loss=0.06976, over 2471914.70 frames. utt_duration=550.3 frames, utt_pad_proportion=0.06623, over 18017.38 utterances.], batch size: 33, lr: 3.74e-04
2022-08-25 23:40:32,558 INFO [train.py:927] (6/8) Epoch 10, batch 2250, giga_loss[loss=0.2138, simple_loss=0.3043, pruned_loss=0.06164, over 12403.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.02436, over 66.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3018, pruned_loss=0.06734, over 2470789.09 frames. utt_duration=597.7 frames, utt_pad_proportion=0.06196, over 16575.92 utterances.], libri_tot_loss[loss=0.2014, simple_loss=0.2903, pruned_loss=0.0563, over 1630739.19 frames. utt_duration=1259 frames, utt_pad_proportion=0.04902, over 5188.36 utterances.], giga_tot_loss[loss=0.2201, simple_loss=0.303, pruned_loss=0.06854, over 2471641.44 frames. utt_duration=564.4 frames, utt_pad_proportion=0.06281, over 17563.63 utterances.], batch size: 66, lr: 3.74e-04
2022-08-25 23:42:16,597 INFO [train.py:927] (6/8) Epoch 10, batch 2300, libri_loss[loss=0.206, simple_loss=0.2996, pruned_loss=0.0562, over 12446.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01532, over 40.00 utterances.], tot_loss[loss=0.2177, simple_loss=0.3011, pruned_loss=0.06718, over 2470026.32 frames. utt_duration=627.8 frames, utt_pad_proportion=0.06219, over 15775.70 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2908, pruned_loss=0.05671, over 1655153.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.0543, over 5323.00 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3021, pruned_loss=0.06819, over 2471099.03 frames. utt_duration=591.9 frames, utt_pad_proportion=0.06172, over 16742.87 utterances.], batch size: 40, lr: 3.74e-04
2022-08-25 23:43:57,534 INFO [train.py:927] (6/8) Epoch 10, batch 2350, giga_loss[loss=0.1934, simple_loss=0.2808, pruned_loss=0.05305, over 12382.00 frames. utt_duration=477.5 frames, utt_pad_proportion=0.03138, over 104.00 utterances.], tot_loss[loss=0.2153, simple_loss=0.2982, pruned_loss=0.06614, over 2469503.34 frames. utt_duration=627.5 frames, utt_pad_proportion=0.06584, over 15780.67 utterances.], libri_tot_loss[loss=0.2011, simple_loss=0.29, pruned_loss=0.05607, over 1682642.24 frames. utt_duration=1251 frames, utt_pad_proportion=0.05374, over 5386.57 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.2999, pruned_loss=0.06769, over 2470955.14 frames. utt_duration=588.2 frames, utt_pad_proportion=0.06562, over 16845.01 utterances.], batch size: 104, lr: 3.74e-04
2022-08-25 23:45:38,860 INFO [train.py:927] (6/8) Epoch 10, batch 2400, giga_loss[loss=0.1983, simple_loss=0.2799, pruned_loss=0.05837, over 12400.00 frames. utt_duration=621.5 frames, utt_pad_proportion=0.03502, over 80.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.2977, pruned_loss=0.06595, over 2471636.03 frames. utt_duration=622.5 frames, utt_pad_proportion=0.06174, over 15919.08 utterances.], libri_tot_loss[loss=0.2012, simple_loss=0.2902, pruned_loss=0.05613, over 1698341.57 frames. utt_duration=1248 frames, utt_pad_proportion=0.05395, over 5448.31 utterances.], giga_tot_loss[loss=0.2168, simple_loss=0.299, pruned_loss=0.06731, over 2472727.89 frames. utt_duration=587.3 frames, utt_pad_proportion=0.06185, over 16884.74 utterances.], batch size: 80, lr: 3.74e-04
2022-08-25 23:47:20,600 INFO [train.py:927] (6/8) Epoch 10, batch 2450, giga_loss[loss=0.2011, simple_loss=0.2844, pruned_loss=0.05892, over 12416.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.03005, over 31.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2944, pruned_loss=0.06448, over 2471048.41 frames. utt_duration=640.2 frames, utt_pad_proportion=0.06022, over 15475.39 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2906, pruned_loss=0.0564, over 1714092.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.05391, over 5513.96 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2953, pruned_loss=0.06556, over 2471559.78 frames. utt_duration=605.7 frames, utt_pad_proportion=0.06047, over 16363.42 utterances.], batch size: 31, lr: 3.74e-04
2022-08-25 23:49:03,297 INFO [train.py:927] (6/8) Epoch 10, batch 2500, giga_loss[loss=0.1967, simple_loss=0.284, pruned_loss=0.05467, over 12280.00 frames. utt_duration=910.9 frames, utt_pad_proportion=0.02681, over 54.00 utterances.], tot_loss[loss=0.2094, simple_loss=0.2918, pruned_loss=0.06346, over 2470902.17 frames. utt_duration=630.9 frames, utt_pad_proportion=0.05694, over 15702.52 utterances.], libri_tot_loss[loss=0.2013, simple_loss=0.2903, pruned_loss=0.05616, over 1728885.02 frames. utt_duration=1251 frames, utt_pad_proportion=0.05286, over 5532.62 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2927, pruned_loss=0.06459, over 2471511.50 frames. utt_duration=598 frames, utt_pad_proportion=0.05764, over 16573.27 utterances.], batch size: 54, lr: 3.73e-04
2022-08-25 23:50:46,635 INFO [train.py:927] (6/8) Epoch 10, batch 2550, giga_loss[loss=0.224, simple_loss=0.3123, pruned_loss=0.06785, over 12372.00 frames. utt_duration=308.9 frames, utt_pad_proportion=0.05236, over 161.00 utterances.], tot_loss[loss=0.2082, simple_loss=0.2907, pruned_loss=0.06285, over 2470392.71 frames. utt_duration=610.8 frames, utt_pad_proportion=0.06004, over 16217.77 utterances.], libri_tot_loss[loss=0.2015, simple_loss=0.2904, pruned_loss=0.05631, over 1753794.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.05093, over 5578.32 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2914, pruned_loss=0.06388, over 2471500.15 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06108, over 17215.40 utterances.], batch size: 161, lr: 3.73e-04
2022-08-25 23:52:28,162 INFO [train.py:927] (6/8) Epoch 10, batch 2600, giga_loss[loss=0.2086, simple_loss=0.2949, pruned_loss=0.06116, over 12397.00 frames. utt_duration=512.7 frames, utt_pad_proportion=0.02899, over 97.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2904, pruned_loss=0.06259, over 2471054.71 frames. utt_duration=613.6 frames, utt_pad_proportion=0.05965, over 16149.17 utterances.], libri_tot_loss[loss=0.201, simple_loss=0.2896, pruned_loss=0.05622, over 1775110.18 frames. utt_duration=1270 frames, utt_pad_proportion=0.04966, over 5596.79 utterances.], giga_tot_loss[loss=0.2094, simple_loss=0.2915, pruned_loss=0.06363, over 2471851.08 frames. utt_duration=576.1 frames, utt_pad_proportion=0.06095, over 17207.94 utterances.], batch size: 97, lr: 3.73e-04
2022-08-25 23:54:07,590 INFO [train.py:927] (6/8) Epoch 10, batch 2650, giga_loss[loss=0.215, simple_loss=0.294, pruned_loss=0.06801, over 12352.00 frames. utt_duration=136.8 frames, utt_pad_proportion=0.1908, over 365.00 utterances.], tot_loss[loss=0.2078, simple_loss=0.2918, pruned_loss=0.06193, over 2471696.18 frames. utt_duration=604.8 frames, utt_pad_proportion=0.0589, over 16387.14 utterances.], libri_tot_loss[loss=0.2016, simple_loss=0.2904, pruned_loss=0.0564, over 1798957.69 frames. utt_duration=1274 frames, utt_pad_proportion=0.04789, over 5657.04 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2922, pruned_loss=0.06282, over 2472444.36 frames. utt_duration=566.2 frames, utt_pad_proportion=0.06058, over 17513.91 utterances.], batch size: 365, lr: 3.73e-04
2022-08-25 23:55:50,042 INFO [train.py:927] (6/8) Epoch 10, batch 2700, giga_loss[loss=0.1842, simple_loss=0.2624, pruned_loss=0.05301, over 12419.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.04351, over 31.00 utterances.], tot_loss[loss=0.2079, simple_loss=0.292, pruned_loss=0.06188, over 2471921.05 frames. utt_duration=591.2 frames, utt_pad_proportion=0.06099, over 16766.54 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2904, pruned_loss=0.05658, over 1822049.94 frames. utt_duration=1280 frames, utt_pad_proportion=0.04617, over 5698.34 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2923, pruned_loss=0.06266, over 2472641.80 frames. utt_duration=551.5 frames, utt_pad_proportion=0.06283, over 17984.19 utterances.], batch size: 31, lr: 3.73e-04
2022-08-25 23:57:36,842 INFO [train.py:927] (6/8) Epoch 10, batch 2750, giga_loss[loss=0.1986, simple_loss=0.2888, pruned_loss=0.05419, over 12378.00 frames. utt_duration=511.8 frames, utt_pad_proportion=0.03063, over 97.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2925, pruned_loss=0.0624, over 2472454.16 frames. utt_duration=581.4 frames, utt_pad_proportion=0.06319, over 17055.08 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2903, pruned_loss=0.05659, over 1841370.19 frames. utt_duration=1285 frames, utt_pad_proportion=0.04494, over 5737.00 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2929, pruned_loss=0.06316, over 2472976.15 frames. utt_duration=542.1 frames, utt_pad_proportion=0.06502, over 18297.80 utterances.], batch size: 97, lr: 3.73e-04
2022-08-25 23:59:20,001 INFO [train.py:927] (6/8) Epoch 10, batch 2800, giga_loss[loss=0.2057, simple_loss=0.2971, pruned_loss=0.05715, over 12430.00 frames. utt_duration=542 frames, utt_pad_proportion=0.03395, over 92.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2948, pruned_loss=0.0634, over 2472770.38 frames. utt_duration=579 frames, utt_pad_proportion=0.06144, over 17127.08 utterances.], libri_tot_loss[loss=0.2017, simple_loss=0.2903, pruned_loss=0.05657, over 1856882.65 frames. utt_duration=1284 frames, utt_pad_proportion=0.045, over 5790.81 utterances.], giga_tot_loss[loss=0.2117, simple_loss=0.2952, pruned_loss=0.06416, over 2473300.04 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06321, over 18327.31 utterances.], batch size: 92, lr: 3.73e-04
2022-08-26 00:01:01,083 INFO [train.py:927] (6/8) Epoch 10, batch 2850, giga_loss[loss=0.2021, simple_loss=0.2956, pruned_loss=0.05429, over 12355.00 frames. utt_duration=438.8 frames, utt_pad_proportion=0.04203, over 113.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2963, pruned_loss=0.06339, over 2472593.03 frames. utt_duration=610.5 frames, utt_pad_proportion=0.05639, over 16241.52 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2909, pruned_loss=0.05662, over 1869189.60 frames. utt_duration=1289 frames, utt_pad_proportion=0.04414, over 5807.91 utterances.], giga_tot_loss[loss=0.2123, simple_loss=0.2963, pruned_loss=0.06409, over 2472937.85 frames. utt_duration=570.8 frames, utt_pad_proportion=0.05852, over 17375.29 utterances.], batch size: 113, lr: 3.73e-04
2022-08-26 00:02:41,721 INFO [train.py:927] (6/8) Epoch 10, batch 2900, giga_loss[loss=0.2051, simple_loss=0.297, pruned_loss=0.05658, over 12464.00 frames. utt_duration=581.3 frames, utt_pad_proportion=0.03285, over 86.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2985, pruned_loss=0.06447, over 2473030.28 frames. utt_duration=617.1 frames, utt_pad_proportion=0.05498, over 16067.75 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.05705, over 1884216.11 frames. utt_duration=1289 frames, utt_pad_proportion=0.04323, over 5855.34 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2981, pruned_loss=0.06489, over 2473207.43 frames. utt_duration=578 frames, utt_pad_proportion=0.0572, over 17160.72 utterances.], batch size: 86, lr: 3.73e-04
2022-08-26 00:04:25,803 INFO [train.py:927] (6/8) Epoch 10, batch 2950, libri_loss[loss=0.2268, simple_loss=0.3075, pruned_loss=0.07306, over 12364.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01508, over 41.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.297, pruned_loss=0.06391, over 2473449.96 frames. utt_duration=609 frames, utt_pad_proportion=0.05531, over 16287.17 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2915, pruned_loss=0.05713, over 1889949.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.04286, over 5866.79 utterances.], giga_tot_loss[loss=0.2127, simple_loss=0.2969, pruned_loss=0.06424, over 2473712.73 frames. utt_duration=575.8 frames, utt_pad_proportion=0.05719, over 17230.02 utterances.], batch size: 41, lr: 3.73e-04
2022-08-26 00:06:05,369 INFO [train.py:927] (6/8) Epoch 10, batch 3000, giga_loss[loss=0.2077, simple_loss=0.296, pruned_loss=0.05971, over 12371.00 frames. utt_duration=439.5 frames, utt_pad_proportion=0.0404, over 113.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2944, pruned_loss=0.06292, over 2472740.88 frames. utt_duration=592.7 frames, utt_pad_proportion=0.05742, over 16730.50 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2908, pruned_loss=0.05702, over 1906847.06 frames. utt_duration=1299 frames, utt_pad_proportion=0.04197, over 5879.77 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2949, pruned_loss=0.06342, over 2473275.42 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05918, over 17760.13 utterances.], batch size: 113, lr: 3.73e-04
2022-08-26 00:06:05,371 INFO [train.py:958] (6/8) Computing validation loss
2022-08-26 00:06:20,098 INFO [train.py:967] (6/8) Epoch 10, validation: loss=0.1848, simple_loss=0.292, pruned_loss=0.03879, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 00:07:58,831 INFO [train.py:927] (6/8) Epoch 10, batch 3050, giga_loss[loss=0.199, simple_loss=0.294, pruned_loss=0.052, over 12423.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03348, over 75.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2942, pruned_loss=0.06179, over 2473525.82 frames. utt_duration=589.4 frames, utt_pad_proportion=0.0538, over 16828.16 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.2904, pruned_loss=0.05682, over 1917927.68 frames. utt_duration=1305 frames, utt_pad_proportion=0.04123, over 5886.12 utterances.], giga_tot_loss[loss=0.2099, simple_loss=0.2949, pruned_loss=0.06243, over 2474088.85 frames. utt_duration=556.3 frames, utt_pad_proportion=0.05568, over 17838.50 utterances.], batch size: 75, lr: 3.73e-04
2022-08-26 00:09:38,636 INFO [train.py:927] (6/8) Epoch 10, batch 3100, giga_loss[loss=0.179, simple_loss=0.2721, pruned_loss=0.04292, over 12364.00 frames. utt_duration=750.5 frames, utt_pad_proportion=0.02779, over 66.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.295, pruned_loss=0.06209, over 2474392.99 frames. utt_duration=580 frames, utt_pad_proportion=0.05425, over 17108.62 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.291, pruned_loss=0.05716, over 1934661.36 frames. utt_duration=1298 frames, utt_pad_proportion=0.0409, over 5967.76 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2952, pruned_loss=0.0625, over 2474621.29 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05601, over 18137.45 utterances.], batch size: 66, lr: 3.73e-04
2022-08-26 00:11:19,238 INFO [train.py:927] (6/8) Epoch 10, batch 3150, giga_loss[loss=0.2159, simple_loss=0.2987, pruned_loss=0.06652, over 12360.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03394, over 122.00 utterances.], tot_loss[loss=0.208, simple_loss=0.2927, pruned_loss=0.06165, over 2474155.38 frames. utt_duration=583 frames, utt_pad_proportion=0.05301, over 17020.43 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2909, pruned_loss=0.05722, over 1947697.70 frames. utt_duration=1302 frames, utt_pad_proportion=0.04002, over 5988.47 utterances.], giga_tot_loss[loss=0.2085, simple_loss=0.293, pruned_loss=0.06204, over 2474638.17 frames. utt_duration=549 frames, utt_pad_proportion=0.05487, over 18079.36 utterances.], batch size: 122, lr: 3.73e-04
2022-08-26 00:12:57,937 INFO [train.py:927] (6/8) Epoch 10, batch 3200, giga_loss[loss=0.1878, simple_loss=0.2692, pruned_loss=0.05325, over 12437.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.03914, over 37.00 utterances.], tot_loss[loss=0.2073, simple_loss=0.2912, pruned_loss=0.06172, over 2474792.68 frames. utt_duration=587 frames, utt_pad_proportion=0.05178, over 16907.44 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2913, pruned_loss=0.05753, over 1963634.72 frames. utt_duration=1301 frames, utt_pad_proportion=0.04004, over 6043.85 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2912, pruned_loss=0.06194, over 2474888.39 frames. utt_duration=552 frames, utt_pad_proportion=0.05348, over 17983.98 utterances.], batch size: 37, lr: 3.73e-04
2022-08-26 00:14:37,499 INFO [train.py:927] (6/8) Epoch 10, batch 3250, giga_loss[loss=0.1921, simple_loss=0.2698, pruned_loss=0.05719, over 12386.00 frames. utt_duration=972.8 frames, utt_pad_proportion=0.02718, over 51.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2887, pruned_loss=0.0608, over 2474360.03 frames. utt_duration=601.1 frames, utt_pad_proportion=0.04908, over 16506.34 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2917, pruned_loss=0.05769, over 1978183.58 frames. utt_duration=1302 frames, utt_pad_proportion=0.03936, over 6085.78 utterances.], giga_tot_loss[loss=0.2052, simple_loss=0.2884, pruned_loss=0.06097, over 2474976.11 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05096, over 17623.00 utterances.], batch size: 51, lr: 3.73e-04
2022-08-26 00:16:15,462 INFO [train.py:927] (6/8) Epoch 10, batch 3300, giga_loss[loss=0.1762, simple_loss=0.264, pruned_loss=0.04424, over 12399.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03617, over 113.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2851, pruned_loss=0.05939, over 2474362.00 frames. utt_duration=594.7 frames, utt_pad_proportion=0.05163, over 16684.70 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2914, pruned_loss=0.05754, over 1997402.46 frames. utt_duration=1308 frames, utt_pad_proportion=0.0387, over 6116.84 utterances.], giga_tot_loss[loss=0.2022, simple_loss=0.2849, pruned_loss=0.05974, over 2475129.71 frames. utt_duration=553.7 frames, utt_pad_proportion=0.05336, over 17930.81 utterances.], batch size: 113, lr: 3.73e-04
2022-08-26 00:17:57,607 INFO [train.py:927] (6/8) Epoch 10, batch 3350, giga_loss[loss=0.2112, simple_loss=0.2951, pruned_loss=0.06365, over 12376.00 frames. utt_duration=511.7 frames, utt_pad_proportion=0.03081, over 97.00 utterances.], tot_loss[loss=0.2022, simple_loss=0.2855, pruned_loss=0.05943, over 2474484.40 frames. utt_duration=606.7 frames, utt_pad_proportion=0.05023, over 16356.14 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2911, pruned_loss=0.05741, over 2020604.52 frames. utt_duration=1317 frames, utt_pad_proportion=0.03718, over 6146.16 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2853, pruned_loss=0.0599, over 2475225.75 frames. utt_duration=557.4 frames, utt_pad_proportion=0.05244, over 17810.44 utterances.], batch size: 97, lr: 3.73e-04
2022-08-26 00:19:36,510 INFO [train.py:927] (6/8) Epoch 10, batch 3400, giga_loss[loss=0.285, simple_loss=0.3461, pruned_loss=0.112, over 12358.00 frames. utt_duration=193.1 frames, utt_pad_proportion=0.1061, over 258.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2881, pruned_loss=0.06074, over 2474028.17 frames. utt_duration=581.6 frames, utt_pad_proportion=0.05499, over 17058.57 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2912, pruned_loss=0.05751, over 2031543.63 frames. utt_duration=1317 frames, utt_pad_proportion=0.03677, over 6177.15 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2877, pruned_loss=0.06109, over 2474887.61 frames. utt_duration=539.2 frames, utt_pad_proportion=0.0566, over 18412.35 utterances.], batch size: 258, lr: 3.73e-04
2022-08-26 00:21:17,885 INFO [train.py:927] (6/8) Epoch 10, batch 3450, giga_loss[loss=0.2272, simple_loss=0.3107, pruned_loss=0.07186, over 12370.00 frames. utt_duration=439.6 frames, utt_pad_proportion=0.03811, over 113.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2909, pruned_loss=0.06177, over 2473534.23 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05697, over 17691.74 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2911, pruned_loss=0.05748, over 2035681.54 frames. utt_duration=1320 frames, utt_pad_proportion=0.03647, over 6177.37 utterances.], giga_tot_loss[loss=0.2074, simple_loss=0.2907, pruned_loss=0.06209, over 2474460.10 frames. utt_duration=526.3 frames, utt_pad_proportion=0.05825, over 18859.09 utterances.], batch size: 113, lr: 3.73e-04
2022-08-26 00:23:03,350 INFO [train.py:927] (6/8) Epoch 10, batch 3500, giga_loss[loss=0.2962, simple_loss=0.3567, pruned_loss=0.1179, over 12419.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.06835, over 212.00 utterances.], tot_loss[loss=0.2136, simple_loss=0.2963, pruned_loss=0.06549, over 2473820.78 frames. utt_duration=541.3 frames, utt_pad_proportion=0.06226, over 18329.47 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2914, pruned_loss=0.05752, over 2044064.38 frames. utt_duration=1323 frames, utt_pad_proportion=0.03586, over 6186.77 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2959, pruned_loss=0.06582, over 2474839.74 frames. utt_duration=510 frames, utt_pad_proportion=0.06331, over 19468.44 utterances.], batch size: 212, lr: 3.73e-04
2022-08-26 00:24:43,409 INFO [train.py:927] (6/8) Epoch 10, batch 3550, giga_loss[loss=0.2129, simple_loss=0.2923, pruned_loss=0.06673, over 12368.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.03029, over 51.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3023, pruned_loss=0.06888, over 2473353.93 frames. utt_duration=558 frames, utt_pad_proportion=0.05806, over 17778.64 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2921, pruned_loss=0.05779, over 2054512.02 frames. utt_duration=1326 frames, utt_pad_proportion=0.03504, over 6206.90 utterances.], giga_tot_loss[loss=0.22, simple_loss=0.3017, pruned_loss=0.06918, over 2474323.52 frames. utt_duration=524.1 frames, utt_pad_proportion=0.05959, over 18938.60 utterances.], batch size: 51, lr: 3.73e-04
2022-08-26 00:26:24,466 INFO [train.py:927] (6/8) Epoch 10, batch 3600, giga_loss[loss=0.3066, simple_loss=0.354, pruned_loss=0.1295, over 12338.00 frames. utt_duration=136.3 frames, utt_pad_proportion=0.1983, over 366.00 utterances.], tot_loss[loss=0.23, simple_loss=0.3103, pruned_loss=0.07486, over 2473766.64 frames. utt_duration=530.8 frames, utt_pad_proportion=0.06467, over 18692.78 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2922, pruned_loss=0.05788, over 2058632.35 frames. utt_duration=1326 frames, utt_pad_proportion=0.03471, over 6215.82 utterances.], giga_tot_loss[loss=0.2301, simple_loss=0.3098, pruned_loss=0.07514, over 2474579.92 frames. utt_duration=504.1 frames, utt_pad_proportion=0.06565, over 19693.40 utterances.], batch size: 366, lr: 3.73e-04
2022-08-26 00:28:07,932 INFO [train.py:927] (6/8) Epoch 10, batch 3650, giga_loss[loss=0.256, simple_loss=0.3347, pruned_loss=0.08866, over 12396.00 frames. utt_duration=856.3 frames, utt_pad_proportion=0.02909, over 58.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.3165, pruned_loss=0.07994, over 2473963.62 frames. utt_duration=502.2 frames, utt_pad_proportion=0.07195, over 19765.05 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2926, pruned_loss=0.05792, over 2064455.68 frames. utt_duration=1324 frames, utt_pad_proportion=0.03465, over 6243.52 utterances.], giga_tot_loss[loss=0.2384, simple_loss=0.3161, pruned_loss=0.08038, over 2474948.77 frames. utt_duration=479.6 frames, utt_pad_proportion=0.07259, over 20705.14 utterances.], batch size: 58, lr: 3.73e-04
2022-08-26 00:29:50,582 INFO [train.py:927] (6/8) Epoch 10, batch 3700, giga_loss[loss=0.2955, simple_loss=0.3504, pruned_loss=0.1203, over 12430.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.03638, over 123.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3189, pruned_loss=0.08304, over 2474169.61 frames. utt_duration=488.7 frames, utt_pad_proportion=0.07647, over 20313.29 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2925, pruned_loss=0.05804, over 2088262.49 frames. utt_duration=1313 frames, utt_pad_proportion=0.03933, over 6367.61 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3201, pruned_loss=0.08459, over 2475060.27 frames. utt_duration=457 frames, utt_pad_proportion=0.07634, over 21733.78 utterances.], batch size: 123, lr: 3.73e-04
2022-08-26 00:31:41,057 INFO [train.py:927] (6/8) Epoch 10, batch 3750, giga_loss[loss=0.2714, simple_loss=0.347, pruned_loss=0.09788, over 12320.00 frames. utt_duration=796.2 frames, utt_pad_proportion=0.03494, over 62.00 utterances.], tot_loss[loss=0.2504, simple_loss=0.325, pruned_loss=0.08786, over 2474201.16 frames. utt_duration=473.5 frames, utt_pad_proportion=0.07809, over 20965.98 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2922, pruned_loss=0.05793, over 2092025.85 frames. utt_duration=1316 frames, utt_pad_proportion=0.03903, over 6364.93 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3264, pruned_loss=0.08941, over 2474983.83 frames. utt_duration=447.1 frames, utt_pad_proportion=0.07809, over 22215.38 utterances.], batch size: 62, lr: 3.72e-04
2022-08-26 00:33:26,878 INFO [train.py:927] (6/8) Epoch 10, batch 3800, giga_loss[loss=0.2787, simple_loss=0.337, pruned_loss=0.1101, over 12338.00 frames. utt_duration=135.2 frames, utt_pad_proportion=0.2048, over 369.00 utterances.], tot_loss[loss=0.2524, simple_loss=0.3259, pruned_loss=0.08945, over 2473772.43 frames. utt_duration=459.8 frames, utt_pad_proportion=0.08407, over 21587.55 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2921, pruned_loss=0.05792, over 2099360.19 frames. utt_duration=1318 frames, utt_pad_proportion=0.03837, over 6379.59 utterances.], giga_tot_loss[loss=0.255, simple_loss=0.3276, pruned_loss=0.09123, over 2474598.63 frames. utt_duration=435.1 frames, utt_pad_proportion=0.08412, over 22823.44 utterances.], batch size: 369, lr: 3.72e-04
2022-08-26 00:35:08,953 INFO [train.py:927] (6/8) Epoch 10, batch 3850, giga_loss[loss=0.2624, simple_loss=0.3389, pruned_loss=0.09291, over 12491.00 frames. utt_duration=1613 frames, utt_pad_proportion=0.04051, over 31.00 utterances.], tot_loss[loss=0.2532, simple_loss=0.3266, pruned_loss=0.08995, over 2473808.82 frames. utt_duration=450.6 frames, utt_pad_proportion=0.08591, over 22030.62 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2922, pruned_loss=0.05813, over 2113626.13 frames. utt_duration=1317 frames, utt_pad_proportion=0.03822, over 6425.47 utterances.], giga_tot_loss[loss=0.2569, simple_loss=0.3291, pruned_loss=0.09236, over 2474925.67 frames. utt_duration=421.8 frames, utt_pad_proportion=0.08644, over 23553.39 utterances.], batch size: 31, lr: 3.72e-04
2022-08-26 00:36:55,385 INFO [train.py:927] (6/8) Epoch 10, batch 3900, giga_loss[loss=0.2771, simple_loss=0.3451, pruned_loss=0.1046, over 12400.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.07313, over 212.00 utterances.], tot_loss[loss=0.2561, simple_loss=0.329, pruned_loss=0.09161, over 2473996.02 frames. utt_duration=438.3 frames, utt_pad_proportion=0.08897, over 22653.84 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2924, pruned_loss=0.05829, over 2122012.69 frames. utt_duration=1315 frames, utt_pad_proportion=0.0386, over 6460.28 utterances.], giga_tot_loss[loss=0.2599, simple_loss=0.3316, pruned_loss=0.09413, over 2475368.34 frames. utt_duration=410.6 frames, utt_pad_proportion=0.08948, over 24197.99 utterances.], batch size: 212, lr: 3.72e-04
2022-08-26 00:38:41,195 INFO [train.py:927] (6/8) Epoch 10, batch 3950, giga_loss[loss=0.2688, simple_loss=0.3453, pruned_loss=0.09611, over 12442.00 frames. utt_duration=308.5 frames, utt_pad_proportion=0.05362, over 162.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3274, pruned_loss=0.08927, over 2474094.52 frames. utt_duration=432.8 frames, utt_pad_proportion=0.08984, over 22943.93 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2925, pruned_loss=0.0581, over 2132340.47 frames. utt_duration=1311 frames, utt_pad_proportion=0.03911, over 6515.80 utterances.], giga_tot_loss[loss=0.2574, simple_loss=0.3303, pruned_loss=0.09227, over 2475274.97 frames. utt_duration=404.5 frames, utt_pad_proportion=0.09054, over 24563.51 utterances.], batch size: 162, lr: 3.72e-04
2022-08-26 00:40:27,150 INFO [train.py:927] (6/8) Epoch 10, batch 4000, giga_loss[loss=0.3156, simple_loss=0.3682, pruned_loss=0.1316, over 12380.00 frames. utt_duration=192.7 frames, utt_pad_proportion=0.1081, over 259.00 utterances.], tot_loss[loss=0.2493, simple_loss=0.3251, pruned_loss=0.08669, over 2473787.22 frames. utt_duration=444.7 frames, utt_pad_proportion=0.08335, over 22326.78 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2924, pruned_loss=0.05813, over 2144085.16 frames. utt_duration=1315 frames, utt_pad_proportion=0.03797, over 6527.52 utterances.], giga_tot_loss[loss=0.2544, simple_loss=0.3287, pruned_loss=0.09005, over 2474757.24 frames. utt_duration=411.5 frames, utt_pad_proportion=0.08506, over 24142.17 utterances.], batch size: 259, lr: 3.72e-04
2022-08-26 00:42:13,258 INFO [train.py:927] (6/8) Epoch 10, batch 4050, giga_loss[loss=0.277, simple_loss=0.3439, pruned_loss=0.105, over 12373.00 frames. utt_duration=236.1 frames, utt_pad_proportion=0.06693, over 211.00 utterances.], tot_loss[loss=0.2476, simple_loss=0.3238, pruned_loss=0.08567, over 2474458.37 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07814, over 21799.02 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2928, pruned_loss=0.0583, over 2149239.49 frames. utt_duration=1309 frames, utt_pad_proportion=0.03884, over 6577.20 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3268, pruned_loss=0.08857, over 2475018.04 frames. utt_duration=424.6 frames, utt_pad_proportion=0.07991, over 23397.82 utterances.], batch size: 211, lr: 3.72e-04
2022-08-26 00:44:02,921 INFO [train.py:927] (6/8) Epoch 10, batch 4100, giga_loss[loss=0.2269, simple_loss=0.3068, pruned_loss=0.07354, over 12402.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03606, over 113.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.3217, pruned_loss=0.08404, over 2474516.84 frames. utt_duration=467.3 frames, utt_pad_proportion=0.07973, over 21247.09 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2928, pruned_loss=0.0583, over 2160270.52 frames. utt_duration=1299 frames, utt_pad_proportion=0.04309, over 6660.49 utterances.], giga_tot_loss[loss=0.2497, simple_loss=0.3251, pruned_loss=0.08719, over 2475120.16 frames. utt_duration=433.4 frames, utt_pad_proportion=0.08058, over 22923.60 utterances.], batch size: 113, lr: 3.72e-04
2022-08-26 00:45:53,690 INFO [train.py:927] (6/8) Epoch 10, batch 4150, giga_loss[loss=0.2332, simple_loss=0.3229, pruned_loss=0.07177, over 12458.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03457, over 98.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3202, pruned_loss=0.08197, over 2475037.94 frames. utt_duration=466.6 frames, utt_pad_proportion=0.08081, over 21284.85 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2924, pruned_loss=0.05819, over 2164834.46 frames. utt_duration=1304 frames, utt_pad_proportion=0.04277, over 6649.65 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3235, pruned_loss=0.08487, over 2475615.92 frames. utt_duration=435.4 frames, utt_pad_proportion=0.08165, over 22818.70 utterances.], batch size: 98, lr: 3.72e-04
2022-08-26 00:47:39,348 INFO [train.py:927] (6/8) Epoch 10, batch 4200, giga_loss[loss=0.255, simple_loss=0.3357, pruned_loss=0.0871, over 12420.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07209, over 212.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3202, pruned_loss=0.08053, over 2474187.08 frames. utt_duration=478.4 frames, utt_pad_proportion=0.08042, over 20750.68 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2923, pruned_loss=0.05809, over 2172094.76 frames. utt_duration=1307 frames, utt_pad_proportion=0.04189, over 6654.45 utterances.], giga_tot_loss[loss=0.2451, simple_loss=0.3235, pruned_loss=0.08341, over 2474998.55 frames. utt_duration=445.8 frames, utt_pad_proportion=0.08162, over 22278.65 utterances.], batch size: 212, lr: 3.72e-04
2022-08-26 00:49:24,841 INFO [train.py:927] (6/8) Epoch 10, batch 4250, giga_loss[loss=0.2515, simple_loss=0.3188, pruned_loss=0.09204, over 12446.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04092, over 146.00 utterances.], tot_loss[loss=0.2413, simple_loss=0.3199, pruned_loss=0.0813, over 2474279.75 frames. utt_duration=480.9 frames, utt_pad_proportion=0.07657, over 20642.10 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.05796, over 2177722.07 frames. utt_duration=1312 frames, utt_pad_proportion=0.04121, over 6649.42 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3233, pruned_loss=0.08412, over 2475250.43 frames. utt_duration=449 frames, utt_pad_proportion=0.07814, over 22120.79 utterances.], batch size: 146, lr: 3.72e-04
2022-08-26 00:51:09,993 INFO [train.py:927] (6/8) Epoch 10, batch 4300, giga_loss[loss=0.2365, simple_loss=0.3113, pruned_loss=0.08086, over 12455.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03767, over 40.00 utterances.], tot_loss[loss=0.2389, simple_loss=0.3172, pruned_loss=0.08031, over 2474142.92 frames. utt_duration=500.6 frames, utt_pad_proportion=0.07442, over 19825.58 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.292, pruned_loss=0.05796, over 2181859.59 frames. utt_duration=1314 frames, utt_pad_proportion=0.04072, over 6651.67 utterances.], giga_tot_loss[loss=0.2429, simple_loss=0.3202, pruned_loss=0.0828, over 2475140.63 frames. utt_duration=469.4 frames, utt_pad_proportion=0.07611, over 21157.71 utterances.], batch size: 40, lr: 3.72e-04
2022-08-26 00:52:58,439 INFO [train.py:927] (6/8) Epoch 10, batch 4350, giga_loss[loss=0.2579, simple_loss=0.3359, pruned_loss=0.08999, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03091, over 45.00 utterances.], tot_loss[loss=0.2372, simple_loss=0.3166, pruned_loss=0.07887, over 2474110.56 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07039, over 19424.75 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.292, pruned_loss=0.05801, over 2187632.90 frames. utt_duration=1315 frames, utt_pad_proportion=0.04012, over 6660.53 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3194, pruned_loss=0.08122, over 2474934.37 frames. utt_duration=479.4 frames, utt_pad_proportion=0.07236, over 20713.34 utterances.], batch size: 45, lr: 3.72e-04
2022-08-26 00:54:46,717 INFO [train.py:927] (6/8) Epoch 10, batch 4400, giga_loss[loss=0.3078, simple_loss=0.3628, pruned_loss=0.1264, over 12357.00 frames. utt_duration=192.4 frames, utt_pad_proportion=0.1093, over 259.00 utterances.], tot_loss[loss=0.2358, simple_loss=0.3159, pruned_loss=0.07784, over 2474320.69 frames. utt_duration=528 frames, utt_pad_proportion=0.0653, over 18796.52 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2924, pruned_loss=0.05805, over 2190549.56 frames. utt_duration=1313 frames, utt_pad_proportion=0.03997, over 6679.86 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3181, pruned_loss=0.07984, over 2474915.32 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06733, over 19904.85 utterances.], batch size: 259, lr: 3.72e-04
2022-08-26 00:56:31,030 INFO [train.py:927] (6/8) Epoch 10, batch 4450, giga_loss[loss=0.2034, simple_loss=0.2917, pruned_loss=0.05758, over 12414.00 frames. utt_duration=622.1 frames, utt_pad_proportion=0.03247, over 80.00 utterances.], tot_loss[loss=0.2346, simple_loss=0.3145, pruned_loss=0.07733, over 2474533.49 frames. utt_duration=524.2 frames, utt_pad_proportion=0.06326, over 18934.69 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2927, pruned_loss=0.05825, over 2197387.79 frames. utt_duration=1315 frames, utt_pad_proportion=0.0391, over 6691.71 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3165, pruned_loss=0.07921, over 2475183.22 frames. utt_duration=494.5 frames, utt_pad_proportion=0.06544, over 20079.27 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 00:58:16,494 INFO [train.py:927] (6/8) Epoch 10, batch 4500, giga_loss[loss=0.1879, simple_loss=0.2848, pruned_loss=0.04556, over 12317.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02909, over 74.00 utterances.], tot_loss[loss=0.2345, simple_loss=0.3135, pruned_loss=0.07779, over 2474977.99 frames. utt_duration=510.3 frames, utt_pad_proportion=0.06483, over 19455.82 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2924, pruned_loss=0.05807, over 2202898.59 frames. utt_duration=1319 frames, utt_pad_proportion=0.03873, over 6685.87 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3157, pruned_loss=0.07978, over 2475512.00 frames. utt_duration=482.3 frames, utt_pad_proportion=0.06669, over 20591.75 utterances.], batch size: 74, lr: 3.72e-04
2022-08-26 01:00:03,294 INFO [train.py:927] (6/8) Epoch 10, batch 4550, giga_loss[loss=0.215, simple_loss=0.2885, pruned_loss=0.07076, over 12447.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04392, over 134.00 utterances.], tot_loss[loss=0.2336, simple_loss=0.3123, pruned_loss=0.07742, over 2474803.26 frames. utt_duration=499.4 frames, utt_pad_proportion=0.07009, over 19879.56 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2926, pruned_loss=0.05801, over 2206797.01 frames. utt_duration=1314 frames, utt_pad_proportion=0.03953, over 6725.48 utterances.], giga_tot_loss[loss=0.2364, simple_loss=0.3142, pruned_loss=0.07932, over 2475381.76 frames. utt_duration=474.6 frames, utt_pad_proportion=0.07125, over 20926.06 utterances.], batch size: 134, lr: 3.72e-04
2022-08-26 01:01:47,641 INFO [train.py:927] (6/8) Epoch 10, batch 4600, giga_loss[loss=0.2347, simple_loss=0.3092, pruned_loss=0.08012, over 12444.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03337, over 123.00 utterances.], tot_loss[loss=0.2326, simple_loss=0.3118, pruned_loss=0.07664, over 2474337.03 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06536, over 19217.83 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2926, pruned_loss=0.05794, over 2214564.63 frames. utt_duration=1319 frames, utt_pad_proportion=0.03857, over 6722.67 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3139, pruned_loss=0.07874, over 2474946.53 frames. utt_duration=486.6 frames, utt_pad_proportion=0.06709, over 20405.70 utterances.], batch size: 123, lr: 3.72e-04
2022-08-26 01:03:31,515 INFO [train.py:927] (6/8) Epoch 10, batch 4650, giga_loss[loss=0.2345, simple_loss=0.3154, pruned_loss=0.07684, over 12330.00 frames. utt_duration=581.7 frames, utt_pad_proportion=0.0321, over 85.00 utterances.], tot_loss[loss=0.2337, simple_loss=0.3128, pruned_loss=0.07735, over 2474712.75 frames. utt_duration=507.4 frames, utt_pad_proportion=0.06797, over 19564.62 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2926, pruned_loss=0.05792, over 2219733.74 frames. utt_duration=1319 frames, utt_pad_proportion=0.03807, over 6736.97 utterances.], giga_tot_loss[loss=0.2368, simple_loss=0.3148, pruned_loss=0.07937, over 2475187.78 frames. utt_duration=479.4 frames, utt_pad_proportion=0.06951, over 20715.69 utterances.], batch size: 85, lr: 3.72e-04
2022-08-26 01:05:18,795 INFO [train.py:927] (6/8) Epoch 10, batch 4700, giga_loss[loss=0.2614, simple_loss=0.3341, pruned_loss=0.09439, over 12412.00 frames. utt_duration=374.8 frames, utt_pad_proportion=0.039, over 133.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3146, pruned_loss=0.07876, over 2475285.46 frames. utt_duration=508.6 frames, utt_pad_proportion=0.06716, over 19522.45 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05805, over 2224900.62 frames. utt_duration=1320 frames, utt_pad_proportion=0.03746, over 6749.17 utterances.], giga_tot_loss[loss=0.2388, simple_loss=0.3163, pruned_loss=0.08062, over 2475564.67 frames. utt_duration=480.8 frames, utt_pad_proportion=0.06878, over 20657.10 utterances.], batch size: 133, lr: 3.72e-04
2022-08-26 01:07:08,838 INFO [train.py:927] (6/8) Epoch 10, batch 4750, giga_loss[loss=0.185, simple_loss=0.2721, pruned_loss=0.04899, over 12486.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03908, over 31.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3166, pruned_loss=0.08175, over 2475613.42 frames. utt_duration=482.2 frames, utt_pad_proportion=0.0696, over 20599.03 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2933, pruned_loss=0.05826, over 2231135.26 frames. utt_duration=1317 frames, utt_pad_proportion=0.03726, over 6786.03 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.318, pruned_loss=0.08354, over 2475807.71 frames. utt_duration=456.6 frames, utt_pad_proportion=0.07104, over 21757.18 utterances.], batch size: 31, lr: 3.72e-04
2022-08-26 01:08:54,065 INFO [train.py:927] (6/8) Epoch 10, batch 4800, giga_loss[loss=0.2206, simple_loss=0.3033, pruned_loss=0.06898, over 12417.00 frames. utt_duration=622.3 frames, utt_pad_proportion=0.03063, over 80.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3164, pruned_loss=0.08237, over 2474844.59 frames. utt_duration=481.5 frames, utt_pad_proportion=0.07172, over 20622.24 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2933, pruned_loss=0.05835, over 2236847.37 frames. utt_duration=1305 frames, utt_pad_proportion=0.04157, over 6863.53 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3181, pruned_loss=0.08423, over 2475273.02 frames. utt_duration=456.1 frames, utt_pad_proportion=0.07179, over 21777.34 utterances.], batch size: 80, lr: 3.72e-04
2022-08-26 01:10:37,199 INFO [train.py:927] (6/8) Epoch 10, batch 4850, giga_loss[loss=0.2334, simple_loss=0.3192, pruned_loss=0.07377, over 12381.00 frames. utt_duration=512.1 frames, utt_pad_proportion=0.03015, over 97.00 utterances.], tot_loss[loss=0.2393, simple_loss=0.3162, pruned_loss=0.08126, over 2474040.76 frames. utt_duration=479 frames, utt_pad_proportion=0.07172, over 20724.24 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05822, over 2242184.74 frames. utt_duration=1309 frames, utt_pad_proportion=0.04081, over 6860.92 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3183, pruned_loss=0.0834, over 2474893.18 frames. utt_duration=452 frames, utt_pad_proportion=0.07223, over 21974.39 utterances.], batch size: 97, lr: 3.72e-04
2022-08-26 01:12:22,291 INFO [train.py:927] (6/8) Epoch 10, batch 4900, giga_loss[loss=0.2094, simple_loss=0.295, pruned_loss=0.06187, over 12466.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.03553, over 37.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3151, pruned_loss=0.08046, over 2474433.98 frames. utt_duration=463.5 frames, utt_pad_proportion=0.0728, over 21421.17 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.293, pruned_loss=0.05811, over 2245427.37 frames. utt_duration=1312 frames, utt_pad_proportion=0.04034, over 6855.99 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3171, pruned_loss=0.08256, over 2475301.93 frames. utt_duration=439.4 frames, utt_pad_proportion=0.07339, over 22609.86 utterances.], batch size: 37, lr: 3.72e-04
2022-08-26 01:14:07,057 INFO [train.py:927] (6/8) Epoch 10, batch 4950, giga_loss[loss=0.2266, simple_loss=0.3101, pruned_loss=0.07157, over 12427.00 frames. utt_duration=664.1 frames, utt_pad_proportion=0.03328, over 75.00 utterances.], tot_loss[loss=0.2377, simple_loss=0.3143, pruned_loss=0.0806, over 2474453.61 frames. utt_duration=470 frames, utt_pad_proportion=0.07308, over 21124.15 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.293, pruned_loss=0.05816, over 2251811.35 frames. utt_duration=1314 frames, utt_pad_proportion=0.03938, over 6860.26 utterances.], giga_tot_loss[loss=0.2411, simple_loss=0.3165, pruned_loss=0.08285, over 2475536.41 frames. utt_duration=442 frames, utt_pad_proportion=0.07411, over 22475.56 utterances.], batch size: 75, lr: 3.72e-04
2022-08-26 01:15:54,442 INFO [train.py:927] (6/8) Epoch 10, batch 5000, libri_loss[loss=0.2142, simple_loss=0.2974, pruned_loss=0.0655, over 12340.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006234, over 33.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3165, pruned_loss=0.08088, over 2474748.82 frames. utt_duration=470.8 frames, utt_pad_proportion=0.06961, over 21089.43 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2929, pruned_loss=0.05809, over 2256335.54 frames. utt_duration=1315 frames, utt_pad_proportion=0.0389, over 6871.89 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3188, pruned_loss=0.08316, over 2475515.95 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07094, over 22421.98 utterances.], batch size: 33, lr: 3.72e-04
2022-08-26 01:17:37,452 INFO [train.py:927] (6/8) Epoch 10, batch 5050, giga_loss[loss=0.3623, simple_loss=0.3981, pruned_loss=0.1633, over 12396.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1036, over 258.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3189, pruned_loss=0.08092, over 2475080.57 frames. utt_duration=463.8 frames, utt_pad_proportion=0.07275, over 21411.07 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2932, pruned_loss=0.05813, over 2262390.51 frames. utt_duration=1312 frames, utt_pad_proportion=0.03886, over 6904.25 utterances.], giga_tot_loss[loss=0.2439, simple_loss=0.3211, pruned_loss=0.08332, over 2476065.98 frames. utt_duration=435.1 frames, utt_pad_proportion=0.07396, over 22837.14 utterances.], batch size: 258, lr: 3.71e-04
2022-08-26 01:19:20,066 INFO [train.py:927] (6/8) Epoch 10, batch 5100, giga_loss[loss=0.2381, simple_loss=0.3134, pruned_loss=0.08145, over 12345.00 frames. utt_duration=544.2 frames, utt_pad_proportion=0.02991, over 91.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3197, pruned_loss=0.08102, over 2475539.39 frames. utt_duration=482.9 frames, utt_pad_proportion=0.06789, over 20568.21 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2934, pruned_loss=0.05814, over 2269862.66 frames. utt_duration=1309 frames, utt_pad_proportion=0.03879, over 6946.38 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3222, pruned_loss=0.08362, over 2476208.08 frames. utt_duration=449.5 frames, utt_pad_proportion=0.06955, over 22104.89 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 01:21:06,909 INFO [train.py:927] (6/8) Epoch 10, batch 5150, giga_loss[loss=0.2342, simple_loss=0.3081, pruned_loss=0.08021, over 12434.00 frames. utt_duration=1038 frames, utt_pad_proportion=0.02299, over 48.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.3189, pruned_loss=0.08082, over 2474529.92 frames. utt_duration=490.1 frames, utt_pad_proportion=0.06885, over 20256.71 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2936, pruned_loss=0.05803, over 2275407.58 frames. utt_duration=1299 frames, utt_pad_proportion=0.04313, over 7013.80 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.3213, pruned_loss=0.08358, over 2475538.21 frames. utt_duration=456.2 frames, utt_pad_proportion=0.06927, over 21775.68 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 01:22:52,369 INFO [train.py:927] (6/8) Epoch 10, batch 5200, giga_loss[loss=0.2188, simple_loss=0.2999, pruned_loss=0.06884, over 12451.00 frames. utt_duration=509.7 frames, utt_pad_proportion=0.03457, over 98.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3178, pruned_loss=0.08113, over 2474720.14 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06684, over 20146.68 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2937, pruned_loss=0.05815, over 2278351.17 frames. utt_duration=1299 frames, utt_pad_proportion=0.04271, over 7023.56 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.32, pruned_loss=0.0835, over 2475525.14 frames. utt_duration=461.9 frames, utt_pad_proportion=0.06753, over 21507.44 utterances.], batch size: 98, lr: 3.71e-04
2022-08-26 01:24:37,752 INFO [train.py:927] (6/8) Epoch 10, batch 5250, giga_loss[loss=0.231, simple_loss=0.3142, pruned_loss=0.07392, over 12342.00 frames. utt_duration=706.7 frames, utt_pad_proportion=0.03063, over 70.00 utterances.], tot_loss[loss=0.2415, simple_loss=0.3185, pruned_loss=0.0822, over 2475045.17 frames. utt_duration=475.3 frames, utt_pad_proportion=0.06802, over 20894.85 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.05802, over 2281160.88 frames. utt_duration=1301 frames, utt_pad_proportion=0.04227, over 7024.15 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3207, pruned_loss=0.0845, over 2475796.64 frames. utt_duration=448.6 frames, utt_pad_proportion=0.06869, over 22146.40 utterances.], batch size: 70, lr: 3.71e-04
2022-08-26 01:26:21,738 INFO [train.py:927] (6/8) Epoch 10, batch 5300, giga_loss[loss=0.2178, simple_loss=0.301, pruned_loss=0.06728, over 12437.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03183, over 80.00 utterances.], tot_loss[loss=0.2403, simple_loss=0.317, pruned_loss=0.0818, over 2474796.78 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07017, over 20588.61 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2935, pruned_loss=0.05805, over 2284094.74 frames. utt_duration=1288 frames, utt_pad_proportion=0.04716, over 7103.35 utterances.], giga_tot_loss[loss=0.2435, simple_loss=0.3191, pruned_loss=0.08393, over 2475371.01 frames. utt_duration=457.9 frames, utt_pad_proportion=0.0693, over 21693.27 utterances.], batch size: 80, lr: 3.71e-04
2022-08-26 01:28:05,054 INFO [train.py:927] (6/8) Epoch 10, batch 5350, giga_loss[loss=0.2533, simple_loss=0.3425, pruned_loss=0.08206, over 12343.00 frames. utt_duration=510.5 frames, utt_pad_proportion=0.03313, over 97.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3161, pruned_loss=0.08049, over 2474745.01 frames. utt_duration=483.6 frames, utt_pad_proportion=0.07166, over 20530.36 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2934, pruned_loss=0.058, over 2292199.30 frames. utt_duration=1276 frames, utt_pad_proportion=0.05151, over 7191.44 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3189, pruned_loss=0.08319, over 2475470.60 frames. utt_duration=453.9 frames, utt_pad_proportion=0.07002, over 21884.52 utterances.], batch size: 97, lr: 3.71e-04
2022-08-26 01:29:52,773 INFO [train.py:927] (6/8) Epoch 10, batch 5400, giga_loss[loss=0.2536, simple_loss=0.3299, pruned_loss=0.08869, over 12390.00 frames. utt_duration=341.2 frames, utt_pad_proportion=0.0443, over 146.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3173, pruned_loss=0.08157, over 2474601.58 frames. utt_duration=477.8 frames, utt_pad_proportion=0.07155, over 20779.18 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2934, pruned_loss=0.05805, over 2296866.93 frames. utt_duration=1280 frames, utt_pad_proportion=0.05058, over 7187.72 utterances.], giga_tot_loss[loss=0.2442, simple_loss=0.32, pruned_loss=0.08418, over 2475064.76 frames. utt_duration=448.4 frames, utt_pad_proportion=0.07067, over 22152.44 utterances.], batch size: 146, lr: 3.71e-04
2022-08-26 01:31:39,737 INFO [train.py:927] (6/8) Epoch 10, batch 5450, libri_loss[loss=0.2059, simple_loss=0.2854, pruned_loss=0.06318, over 12127.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006303, over 32.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.318, pruned_loss=0.07978, over 2474373.53 frames. utt_duration=494.9 frames, utt_pad_proportion=0.06945, over 20060.32 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2928, pruned_loss=0.05779, over 2302440.96 frames. utt_duration=1283 frames, utt_pad_proportion=0.04963, over 7187.42 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3214, pruned_loss=0.08285, over 2475285.34 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06939, over 21604.38 utterances.], batch size: 32, lr: 3.71e-04
2022-08-26 01:33:23,307 INFO [train.py:927] (6/8) Epoch 10, batch 5500, giga_loss[loss=0.2426, simple_loss=0.3272, pruned_loss=0.07899, over 12352.00 frames. utt_duration=476.6 frames, utt_pad_proportion=0.03523, over 104.00 utterances.], tot_loss[loss=0.2398, simple_loss=0.3198, pruned_loss=0.07993, over 2474226.49 frames. utt_duration=496.6 frames, utt_pad_proportion=0.07041, over 19987.59 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2927, pruned_loss=0.0577, over 2305541.48 frames. utt_duration=1285 frames, utt_pad_proportion=0.04886, over 7183.65 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3231, pruned_loss=0.08281, over 2475223.15 frames. utt_duration=463.4 frames, utt_pad_proportion=0.07061, over 21433.78 utterances.], batch size: 104, lr: 3.71e-04
2022-08-26 01:35:07,501 INFO [train.py:927] (6/8) Epoch 10, batch 5550, giga_loss[loss=0.2433, simple_loss=0.3207, pruned_loss=0.08293, over 12435.00 frames. utt_duration=342.3 frames, utt_pad_proportion=0.04112, over 146.00 utterances.], tot_loss[loss=0.244, simple_loss=0.3227, pruned_loss=0.08266, over 2475160.02 frames. utt_duration=479.1 frames, utt_pad_proportion=0.07223, over 20728.34 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05784, over 2308888.48 frames. utt_duration=1268 frames, utt_pad_proportion=0.05385, over 7291.80 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3255, pruned_loss=0.08528, over 2475974.99 frames. utt_duration=451.1 frames, utt_pad_proportion=0.07103, over 22026.70 utterances.], batch size: 146, lr: 3.71e-04
2022-08-26 01:36:52,010 INFO [train.py:927] (6/8) Epoch 10, batch 5600, giga_loss[loss=0.2447, simple_loss=0.324, pruned_loss=0.08268, over 12381.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.04122, over 133.00 utterances.], tot_loss[loss=0.2427, simple_loss=0.3212, pruned_loss=0.08213, over 2474414.69 frames. utt_duration=491 frames, utt_pad_proportion=0.07162, over 20218.21 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05763, over 2317739.70 frames. utt_duration=1261 frames, utt_pad_proportion=0.05708, over 7359.63 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.3254, pruned_loss=0.08573, over 2475130.20 frames. utt_duration=453.7 frames, utt_pad_proportion=0.07008, over 21891.90 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 01:38:35,934 INFO [train.py:927] (6/8) Epoch 10, batch 5650, giga_loss[loss=0.2653, simple_loss=0.3501, pruned_loss=0.09028, over 12372.00 frames. utt_duration=373.5 frames, utt_pad_proportion=0.04222, over 133.00 utterances.], tot_loss[loss=0.2402, simple_loss=0.3202, pruned_loss=0.08008, over 2474480.17 frames. utt_duration=507.3 frames, utt_pad_proportion=0.0687, over 19566.44 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2924, pruned_loss=0.05764, over 2320471.16 frames. utt_duration=1265 frames, utt_pad_proportion=0.05619, over 7346.50 utterances.], giga_tot_loss[loss=0.2454, simple_loss=0.3242, pruned_loss=0.08335, over 2475385.22 frames. utt_duration=470 frames, utt_pad_proportion=0.06799, over 21133.56 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 01:40:22,118 INFO [train.py:927] (6/8) Epoch 10, batch 5700, giga_loss[loss=0.2713, simple_loss=0.3391, pruned_loss=0.1017, over 12395.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.05135, over 161.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.322, pruned_loss=0.08149, over 2474413.30 frames. utt_duration=491.4 frames, utt_pad_proportion=0.06959, over 20202.94 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2923, pruned_loss=0.05753, over 2322542.66 frames. utt_duration=1268 frames, utt_pad_proportion=0.05554, over 7336.39 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3256, pruned_loss=0.08443, over 2475310.31 frames. utt_duration=459.8 frames, utt_pad_proportion=0.06921, over 21601.67 utterances.], batch size: 161, lr: 3.71e-04
2022-08-26 01:42:06,381 INFO [train.py:927] (6/8) Epoch 10, batch 5750, giga_loss[loss=0.238, simple_loss=0.3085, pruned_loss=0.08377, over 12354.00 frames. utt_duration=1031 frames, utt_pad_proportion=0.02923, over 48.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3211, pruned_loss=0.08133, over 2474497.73 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07161, over 20533.87 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2927, pruned_loss=0.05767, over 2327624.21 frames. utt_duration=1255 frames, utt_pad_proportion=0.05878, over 7426.10 utterances.], giga_tot_loss[loss=0.2467, simple_loss=0.3246, pruned_loss=0.08438, over 2475368.85 frames. utt_duration=451.3 frames, utt_pad_proportion=0.07047, over 22014.03 utterances.], batch size: 48, lr: 3.71e-04
2022-08-26 01:43:51,844 INFO [train.py:927] (6/8) Epoch 10, batch 5800, giga_loss[loss=0.2381, simple_loss=0.3092, pruned_loss=0.08355, over 12452.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.03355, over 43.00 utterances.], tot_loss[loss=0.243, simple_loss=0.321, pruned_loss=0.0825, over 2474587.99 frames. utt_duration=491.7 frames, utt_pad_proportion=0.07124, over 20193.56 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2928, pruned_loss=0.05771, over 2328294.09 frames. utt_duration=1256 frames, utt_pad_proportion=0.05853, over 7424.97 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3238, pruned_loss=0.08496, over 2475330.07 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07044, over 21412.75 utterances.], batch size: 43, lr: 3.71e-04
2022-08-26 01:45:36,443 INFO [train.py:927] (6/8) Epoch 10, batch 5850, giga_loss[loss=0.2602, simple_loss=0.3323, pruned_loss=0.09404, over 12400.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04397, over 146.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3202, pruned_loss=0.08312, over 2474510.80 frames. utt_duration=474.1 frames, utt_pad_proportion=0.07799, over 20944.07 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2933, pruned_loss=0.05792, over 2331050.03 frames. utt_duration=1259 frames, utt_pad_proportion=0.05756, over 7414.60 utterances.], giga_tot_loss[loss=0.2466, simple_loss=0.3226, pruned_loss=0.08534, over 2475238.87 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07742, over 22159.74 utterances.], batch size: 146, lr: 3.71e-04
2022-08-26 01:47:15,300 INFO [train.py:927] (6/8) Epoch 10, batch 5900, giga_loss[loss=0.214, simple_loss=0.3064, pruned_loss=0.06086, over 12407.00 frames. utt_duration=405.1 frames, utt_pad_proportion=0.03787, over 123.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3167, pruned_loss=0.08072, over 2474317.17 frames. utt_duration=454.9 frames, utt_pad_proportion=0.07899, over 21827.22 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2924, pruned_loss=0.0576, over 2334743.81 frames. utt_duration=1267 frames, utt_pad_proportion=0.05669, over 7379.59 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3199, pruned_loss=0.08332, over 2474765.03 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07891, over 23147.54 utterances.], batch size: 123, lr: 3.71e-04
2022-08-26 01:49:02,769 INFO [train.py:927] (6/8) Epoch 10, batch 5950, giga_loss[loss=0.2394, simple_loss=0.3133, pruned_loss=0.08272, over 12455.00 frames. utt_duration=581 frames, utt_pad_proportion=0.03334, over 86.00 utterances.], tot_loss[loss=0.2368, simple_loss=0.3147, pruned_loss=0.07945, over 2474600.31 frames. utt_duration=457.2 frames, utt_pad_proportion=0.07487, over 21721.29 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2925, pruned_loss=0.05764, over 2336538.28 frames. utt_duration=1270 frames, utt_pad_proportion=0.05601, over 7369.96 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3175, pruned_loss=0.08176, over 2475211.55 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07529, over 22971.28 utterances.], batch size: 86, lr: 3.71e-04
2022-08-26 01:50:50,343 INFO [train.py:927] (6/8) Epoch 10, batch 6000, giga_loss[loss=0.2505, simple_loss=0.3069, pruned_loss=0.09704, over 12371.00 frames. utt_duration=133.9 frames, utt_pad_proportion=0.2121, over 373.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3131, pruned_loss=0.07899, over 2475134.43 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07436, over 21856.99 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2933, pruned_loss=0.05786, over 2339450.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.05589, over 7402.24 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.315, pruned_loss=0.08102, over 2475480.62 frames. utt_duration=430.5 frames, utt_pad_proportion=0.07488, over 23077.61 utterances.], batch size: 373, lr: 3.71e-04
2022-08-26 01:50:50,345 INFO [train.py:958] (6/8) Computing validation loss
2022-08-26 01:51:05,482 INFO [train.py:967] (6/8) Epoch 10, validation: loss=0.19, simple_loss=0.3034, pruned_loss=0.0383, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 01:52:50,434 INFO [train.py:927] (6/8) Epoch 10, batch 6050, libri_loss[loss=0.2424, simple_loss=0.3319, pruned_loss=0.07647, over 12421.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03259, over 46.00 utterances.], tot_loss[loss=0.236, simple_loss=0.3141, pruned_loss=0.07896, over 2475421.31 frames. utt_duration=469.6 frames, utt_pad_proportion=0.07084, over 21149.97 utterances.], libri_tot_loss[loss=0.2051, simple_loss=0.2941, pruned_loss=0.0581, over 2343605.79 frames. utt_duration=1265 frames, utt_pad_proportion=0.05497, over 7420.87 utterances.], giga_tot_loss[loss=0.2387, simple_loss=0.3155, pruned_loss=0.08096, over 2475574.30 frames. utt_duration=441.5 frames, utt_pad_proportion=0.07189, over 22503.95 utterances.], batch size: 46, lr: 3.71e-04
2022-08-26 01:54:35,629 INFO [train.py:927] (6/8) Epoch 10, batch 6100, giga_loss[loss=0.2408, simple_loss=0.3195, pruned_loss=0.08106, over 12362.00 frames. utt_duration=545 frames, utt_pad_proportion=0.02846, over 91.00 utterances.], tot_loss[loss=0.2352, simple_loss=0.3134, pruned_loss=0.07853, over 2474771.23 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07571, over 21727.47 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2934, pruned_loss=0.05783, over 2346582.26 frames. utt_duration=1272 frames, utt_pad_proportion=0.05409, over 7390.71 utterances.], giga_tot_loss[loss=0.2386, simple_loss=0.3155, pruned_loss=0.0808, over 2475143.91 frames. utt_duration=429.4 frames, utt_pad_proportion=0.07657, over 23137.94 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 01:56:19,090 INFO [train.py:927] (6/8) Epoch 10, batch 6150, giga_loss[loss=0.209, simple_loss=0.2948, pruned_loss=0.0616, over 12433.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.03951, over 40.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3137, pruned_loss=0.07956, over 2475093.07 frames. utt_duration=443.1 frames, utt_pad_proportion=0.0839, over 22417.77 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05813, over 2352818.12 frames. utt_duration=1253 frames, utt_pad_proportion=0.06084, over 7518.91 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3164, pruned_loss=0.08223, over 2475999.42 frames. utt_duration=410.5 frames, utt_pad_proportion=0.08278, over 24211.26 utterances.], batch size: 40, lr: 3.71e-04
2022-08-26 01:58:03,565 INFO [train.py:927] (6/8) Epoch 10, batch 6200, giga_loss[loss=0.3244, simple_loss=0.3774, pruned_loss=0.1357, over 12417.00 frames. utt_duration=235.8 frames, utt_pad_proportion=0.07183, over 212.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3154, pruned_loss=0.08031, over 2474381.85 frames. utt_duration=444.7 frames, utt_pad_proportion=0.08549, over 22331.39 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2935, pruned_loss=0.05812, over 2356748.90 frames. utt_duration=1256 frames, utt_pad_proportion=0.05958, over 7512.07 utterances.], giga_tot_loss[loss=0.2423, simple_loss=0.3182, pruned_loss=0.08314, over 2475347.08 frames. utt_duration=409.9 frames, utt_pad_proportion=0.08512, over 24241.27 utterances.], batch size: 212, lr: 3.71e-04
2022-08-26 01:59:45,820 INFO [train.py:927] (6/8) Epoch 10, batch 6250, giga_loss[loss=0.2288, simple_loss=0.3095, pruned_loss=0.07402, over 12425.00 frames. utt_duration=375.1 frames, utt_pad_proportion=0.03815, over 133.00 utterances.], tot_loss[loss=0.2383, simple_loss=0.3153, pruned_loss=0.08065, over 2475324.77 frames. utt_duration=444.4 frames, utt_pad_proportion=0.0875, over 22353.89 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05814, over 2361748.73 frames. utt_duration=1256 frames, utt_pad_proportion=0.05863, over 7527.70 utterances.], giga_tot_loss[loss=0.2428, simple_loss=0.3182, pruned_loss=0.08371, over 2475764.55 frames. utt_duration=407.2 frames, utt_pad_proportion=0.08759, over 24406.07 utterances.], batch size: 133, lr: 3.71e-04
2022-08-26 02:01:33,954 INFO [train.py:927] (6/8) Epoch 10, batch 6300, giga_loss[loss=0.283, simple_loss=0.3483, pruned_loss=0.1088, over 12337.00 frames. utt_duration=543.5 frames, utt_pad_proportion=0.03118, over 91.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3168, pruned_loss=0.08017, over 2475870.43 frames. utt_duration=454.4 frames, utt_pad_proportion=0.07945, over 21862.04 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2936, pruned_loss=0.05806, over 2362770.28 frames. utt_duration=1256 frames, utt_pad_proportion=0.05867, over 7531.47 utterances.], giga_tot_loss[loss=0.2425, simple_loss=0.3192, pruned_loss=0.08285, over 2476315.71 frames. utt_duration=421.2 frames, utt_pad_proportion=0.08015, over 23598.86 utterances.], batch size: 91, lr: 3.71e-04
2022-08-26 02:03:18,850 INFO [train.py:927] (6/8) Epoch 10, batch 6350, giga_loss[loss=0.2043, simple_loss=0.2812, pruned_loss=0.06371, over 12483.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.04032, over 31.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3152, pruned_loss=0.07978, over 2475242.46 frames. utt_duration=472.9 frames, utt_pad_proportion=0.07807, over 21001.96 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2932, pruned_loss=0.05787, over 2365531.69 frames. utt_duration=1263 frames, utt_pad_proportion=0.05737, over 7502.00 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3181, pruned_loss=0.08265, over 2476109.90 frames. utt_duration=436.1 frames, utt_pad_proportion=0.07924, over 22785.00 utterances.], batch size: 31, lr: 3.71e-04
2022-08-26 02:05:04,457 INFO [train.py:927] (6/8) Epoch 10, batch 6400, giga_loss[loss=0.202, simple_loss=0.2876, pruned_loss=0.05827, over 12215.00 frames. utt_duration=1746 frames, utt_pad_proportion=0.03994, over 28.00 utterances.], tot_loss[loss=0.2386, simple_loss=0.3152, pruned_loss=0.08097, over 2474640.49 frames. utt_duration=448.1 frames, utt_pad_proportion=0.08218, over 22161.50 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2925, pruned_loss=0.05751, over 2368247.09 frames. utt_duration=1270 frames, utt_pad_proportion=0.05611, over 7467.38 utterances.], giga_tot_loss[loss=0.2436, simple_loss=0.3188, pruned_loss=0.08425, over 2475851.53 frames. utt_duration=413.5 frames, utt_pad_proportion=0.08332, over 24032.67 utterances.], batch size: 28, lr: 3.70e-04
2022-08-26 02:06:47,658 INFO [train.py:927] (6/8) Epoch 10, batch 6450, libri_loss[loss=0.1953, simple_loss=0.2811, pruned_loss=0.05478, over 12303.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005831, over 35.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3147, pruned_loss=0.08148, over 2474474.54 frames. utt_duration=444.1 frames, utt_pad_proportion=0.08325, over 22362.13 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.292, pruned_loss=0.05717, over 2371794.55 frames. utt_duration=1271 frames, utt_pad_proportion=0.05564, over 7473.33 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.3188, pruned_loss=0.08521, over 2475573.49 frames. utt_duration=408.1 frames, utt_pad_proportion=0.08446, over 24352.90 utterances.], batch size: 35, lr: 3.70e-04
2022-08-26 02:08:30,534 INFO [train.py:927] (6/8) Epoch 10, batch 6500, giga_loss[loss=0.2193, simple_loss=0.3058, pruned_loss=0.06643, over 12397.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03513, over 75.00 utterances.], tot_loss[loss=0.2394, simple_loss=0.3149, pruned_loss=0.08193, over 2474880.59 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08529, over 22486.23 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.2921, pruned_loss=0.05725, over 2373319.68 frames. utt_duration=1273 frames, utt_pad_proportion=0.05511, over 7466.20 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3183, pruned_loss=0.08513, over 2475777.70 frames. utt_duration=409.7 frames, utt_pad_proportion=0.08634, over 24255.84 utterances.], batch size: 75, lr: 3.70e-04
2022-08-26 02:10:14,307 INFO [train.py:927] (6/8) Epoch 10, batch 6550, giga_loss[loss=0.243, simple_loss=0.3235, pruned_loss=0.08126, over 12373.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.03075, over 51.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3158, pruned_loss=0.08254, over 2474072.24 frames. utt_duration=455.1 frames, utt_pad_proportion=0.08055, over 21817.82 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05711, over 2374067.38 frames. utt_duration=1276 frames, utt_pad_proportion=0.05476, over 7448.59 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.319, pruned_loss=0.08537, over 2475011.31 frames. utt_duration=425.4 frames, utt_pad_proportion=0.08186, over 23349.97 utterances.], batch size: 51, lr: 3.70e-04
2022-08-26 02:11:58,593 INFO [train.py:927] (6/8) Epoch 10, batch 6600, giga_loss[loss=0.2103, simple_loss=0.3007, pruned_loss=0.05994, over 12342.00 frames. utt_duration=707 frames, utt_pad_proportion=0.03022, over 70.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3187, pruned_loss=0.0848, over 2474564.34 frames. utt_duration=441.7 frames, utt_pad_proportion=0.08436, over 22482.72 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2926, pruned_loss=0.05746, over 2377720.62 frames. utt_duration=1255 frames, utt_pad_proportion=0.05925, over 7588.29 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3213, pruned_loss=0.08759, over 2475136.28 frames. utt_duration=413.3 frames, utt_pad_proportion=0.08416, over 24038.74 utterances.], batch size: 70, lr: 3.70e-04
2022-08-26 02:13:45,341 INFO [train.py:927] (6/8) Epoch 10, batch 6650, giga_loss[loss=0.2487, simple_loss=0.3357, pruned_loss=0.08081, over 12400.00 frames. utt_duration=662.9 frames, utt_pad_proportion=0.03509, over 75.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.318, pruned_loss=0.08389, over 2474707.85 frames. utt_duration=453.7 frames, utt_pad_proportion=0.08202, over 21890.67 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05729, over 2379057.52 frames. utt_duration=1254 frames, utt_pad_proportion=0.05953, over 7597.25 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3207, pruned_loss=0.08658, over 2475246.75 frames. utt_duration=426.4 frames, utt_pad_proportion=0.08203, over 23300.48 utterances.], batch size: 75, lr: 3.70e-04
2022-08-26 02:15:29,560 INFO [train.py:927] (6/8) Epoch 10, batch 6700, libri_loss[loss=0.1835, simple_loss=0.2686, pruned_loss=0.04919, over 12380.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006892, over 31.00 utterances.], tot_loss[loss=0.2425, simple_loss=0.3179, pruned_loss=0.08357, over 2474068.14 frames. utt_duration=465.9 frames, utt_pad_proportion=0.08186, over 21307.74 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05704, over 2382305.71 frames. utt_duration=1257 frames, utt_pad_proportion=0.05876, over 7587.74 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3215, pruned_loss=0.08695, over 2474956.44 frames. utt_duration=432.4 frames, utt_pad_proportion=0.08237, over 22975.01 utterances.], batch size: 31, lr: 3.70e-04
2022-08-26 02:17:22,344 INFO [train.py:927] (6/8) Epoch 10, batch 6750, giga_loss[loss=0.2246, simple_loss=0.3015, pruned_loss=0.07386, over 12382.00 frames. utt_duration=751.5 frames, utt_pad_proportion=0.02775, over 66.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3179, pruned_loss=0.08308, over 2473820.55 frames. utt_duration=487.7 frames, utt_pad_proportion=0.07647, over 20350.29 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2916, pruned_loss=0.05683, over 2383425.46 frames. utt_duration=1259 frames, utt_pad_proportion=0.05815, over 7579.04 utterances.], giga_tot_loss[loss=0.2469, simple_loss=0.3212, pruned_loss=0.08628, over 2474727.51 frames. utt_duration=454.5 frames, utt_pad_proportion=0.07751, over 21850.86 utterances.], batch size: 66, lr: 3.70e-04
2022-08-26 02:19:06,173 INFO [train.py:927] (6/8) Epoch 10, batch 6800, giga_loss[loss=0.2506, simple_loss=0.3284, pruned_loss=0.0864, over 12299.00 frames. utt_duration=849.8 frames, utt_pad_proportion=0.03098, over 58.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3196, pruned_loss=0.08354, over 2473760.62 frames. utt_duration=481.6 frames, utt_pad_proportion=0.07042, over 20609.86 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2916, pruned_loss=0.05685, over 2384520.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05786, over 7575.39 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3226, pruned_loss=0.08637, over 2474686.29 frames. utt_duration=452.2 frames, utt_pad_proportion=0.07175, over 21960.16 utterances.], batch size: 58, lr: 3.70e-04
2022-08-26 02:20:50,272 INFO [train.py:927] (6/8) Epoch 10, batch 6850, libri_loss[loss=0.2277, simple_loss=0.3204, pruned_loss=0.06749, over 12463.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00811, over 39.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3196, pruned_loss=0.08328, over 2474063.12 frames. utt_duration=471 frames, utt_pad_proportion=0.07055, over 21076.43 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2918, pruned_loss=0.05682, over 2386324.48 frames. utt_duration=1263 frames, utt_pad_proportion=0.05693, over 7567.94 utterances.], giga_tot_loss[loss=0.2472, simple_loss=0.3223, pruned_loss=0.08607, over 2474780.74 frames. utt_duration=443.1 frames, utt_pad_proportion=0.07198, over 22413.69 utterances.], batch size: 39, lr: 3.70e-04
2022-08-26 02:22:30,860 INFO [train.py:927] (6/8) Epoch 10, batch 6900, giga_loss[loss=0.229, simple_loss=0.308, pruned_loss=0.07499, over 12317.00 frames. utt_duration=851.1 frames, utt_pad_proportion=0.03507, over 58.00 utterances.], tot_loss[loss=0.2431, simple_loss=0.3194, pruned_loss=0.08346, over 2473810.87 frames. utt_duration=463.9 frames, utt_pad_proportion=0.07408, over 21400.20 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2911, pruned_loss=0.05658, over 2388066.84 frames. utt_duration=1270 frames, utt_pad_proportion=0.05607, over 7528.14 utterances.], giga_tot_loss[loss=0.2478, simple_loss=0.3227, pruned_loss=0.08647, over 2474798.82 frames. utt_duration=435.5 frames, utt_pad_proportion=0.07537, over 22809.64 utterances.], batch size: 58, lr: 3.70e-04
2022-08-26 02:24:17,871 INFO [train.py:927] (6/8) Epoch 10, batch 6950, giga_loss[loss=0.2362, simple_loss=0.3228, pruned_loss=0.07484, over 12395.00 frames. utt_duration=1342 frames, utt_pad_proportion=0.04223, over 37.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3197, pruned_loss=0.08444, over 2473920.39 frames. utt_duration=457.7 frames, utt_pad_proportion=0.07843, over 21690.11 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2914, pruned_loss=0.05683, over 2390815.60 frames. utt_duration=1249 frames, utt_pad_proportion=0.06377, over 7663.21 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.323, pruned_loss=0.08748, over 2474892.35 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07726, over 23137.77 utterances.], batch size: 37, lr: 3.70e-04
2022-08-26 02:26:01,342 INFO [train.py:927] (6/8) Epoch 10, batch 7000, giga_loss[loss=0.2609, simple_loss=0.3392, pruned_loss=0.09133, over 12354.00 frames. utt_duration=798.7 frames, utt_pad_proportion=0.03304, over 62.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.32, pruned_loss=0.08462, over 2474124.99 frames. utt_duration=468.7 frames, utt_pad_proportion=0.07606, over 21179.75 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.292, pruned_loss=0.05707, over 2394163.57 frames. utt_duration=1247 frames, utt_pad_proportion=0.06255, over 7687.63 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3232, pruned_loss=0.08785, over 2474841.57 frames. utt_duration=435.2 frames, utt_pad_proportion=0.07578, over 22821.97 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:27:43,186 INFO [train.py:927] (6/8) Epoch 10, batch 7050, giga_loss[loss=0.2461, simple_loss=0.3244, pruned_loss=0.08393, over 12370.00 frames. utt_duration=511.5 frames, utt_pad_proportion=0.03118, over 97.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3203, pruned_loss=0.08428, over 2473971.54 frames. utt_duration=479 frames, utt_pad_proportion=0.07437, over 20721.73 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2918, pruned_loss=0.05699, over 2396305.59 frames. utt_duration=1252 frames, utt_pad_proportion=0.06125, over 7666.47 utterances.], giga_tot_loss[loss=0.2495, simple_loss=0.3237, pruned_loss=0.08767, over 2474726.51 frames. utt_duration=443 frames, utt_pad_proportion=0.07479, over 22420.91 utterances.], batch size: 97, lr: 3.70e-04
2022-08-26 02:29:25,483 INFO [train.py:927] (6/8) Epoch 10, batch 7100, giga_loss[loss=0.2173, simple_loss=0.3031, pruned_loss=0.06578, over 12389.00 frames. utt_duration=800.6 frames, utt_pad_proportion=0.0307, over 62.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3208, pruned_loss=0.08459, over 2473922.21 frames. utt_duration=474.2 frames, utt_pad_proportion=0.07409, over 20935.40 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.05704, over 2397416.45 frames. utt_duration=1254 frames, utt_pad_proportion=0.0605, over 7658.52 utterances.], giga_tot_loss[loss=0.2494, simple_loss=0.3237, pruned_loss=0.08759, over 2474557.38 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07473, over 22460.94 utterances.], batch size: 62, lr: 3.70e-04
2022-08-26 02:31:09,100 INFO [train.py:927] (6/8) Epoch 10, batch 7150, giga_loss[loss=0.2401, simple_loss=0.3202, pruned_loss=0.08001, over 12306.00 frames. utt_duration=1095 frames, utt_pad_proportion=0.02802, over 45.00 utterances.], tot_loss[loss=0.2437, simple_loss=0.32, pruned_loss=0.08373, over 2474038.06 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07577, over 21239.32 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05695, over 2399687.25 frames. utt_duration=1254 frames, utt_pad_proportion=0.05977, over 7666.34 utterances.], giga_tot_loss[loss=0.2485, simple_loss=0.3231, pruned_loss=0.08699, over 2474549.79 frames. utt_duration=434.9 frames, utt_pad_proportion=0.07655, over 22835.48 utterances.], batch size: 45, lr: 3.70e-04
2022-08-26 02:32:55,184 INFO [train.py:927] (6/8) Epoch 10, batch 7200, giga_loss[loss=0.2104, simple_loss=0.2833, pruned_loss=0.06874, over 12453.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.03673, over 37.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.318, pruned_loss=0.08324, over 2474745.97 frames. utt_duration=479.2 frames, utt_pad_proportion=0.07491, over 20722.58 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2923, pruned_loss=0.05703, over 2400217.82 frames. utt_duration=1251 frames, utt_pad_proportion=0.06007, over 7684.55 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3205, pruned_loss=0.08598, over 2475343.48 frames. utt_duration=449.8 frames, utt_pad_proportion=0.07559, over 22085.71 utterances.], batch size: 37, lr: 3.70e-04
2022-08-26 02:34:38,226 INFO [train.py:927] (6/8) Epoch 10, batch 7250, libri_loss[loss=0.2007, simple_loss=0.3038, pruned_loss=0.04882, over 12453.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.01032, over 39.00 utterances.], tot_loss[loss=0.2399, simple_loss=0.3153, pruned_loss=0.08224, over 2474289.72 frames. utt_duration=472.8 frames, utt_pad_proportion=0.07736, over 20999.45 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2919, pruned_loss=0.05683, over 2402230.64 frames. utt_duration=1245 frames, utt_pad_proportion=0.06302, over 7724.40 utterances.], giga_tot_loss[loss=0.2445, simple_loss=0.3183, pruned_loss=0.08535, over 2474924.44 frames. utt_duration=443 frames, utt_pad_proportion=0.07694, over 22424.60 utterances.], batch size: 39, lr: 3.70e-04
2022-08-26 02:36:24,502 INFO [train.py:927] (6/8) Epoch 10, batch 7300, giga_loss[loss=0.2191, simple_loss=0.3035, pruned_loss=0.06734, over 12428.00 frames. utt_duration=623 frames, utt_pad_proportion=0.03253, over 80.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3133, pruned_loss=0.08134, over 2474053.05 frames. utt_duration=479.1 frames, utt_pad_proportion=0.0784, over 20719.67 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2918, pruned_loss=0.05681, over 2404977.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.06173, over 7734.11 utterances.], giga_tot_loss[loss=0.2431, simple_loss=0.3166, pruned_loss=0.08474, over 2474663.55 frames. utt_duration=444.7 frames, utt_pad_proportion=0.07858, over 22331.83 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 02:38:10,063 INFO [train.py:927] (6/8) Epoch 10, batch 7350, giga_loss[loss=0.2305, simple_loss=0.3057, pruned_loss=0.07766, over 12201.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.0319, over 39.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3135, pruned_loss=0.0795, over 2474413.86 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07458, over 21469.97 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.0568, over 2406329.69 frames. utt_duration=1247 frames, utt_pad_proportion=0.06076, over 7726.44 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3166, pruned_loss=0.08266, over 2474926.13 frames. utt_duration=431.8 frames, utt_pad_proportion=0.07533, over 23007.73 utterances.], batch size: 39, lr: 3.70e-04
2022-08-26 02:39:52,767 INFO [train.py:927] (6/8) Epoch 10, batch 7400, giga_loss[loss=0.2389, simple_loss=0.3229, pruned_loss=0.0774, over 12417.00 frames. utt_duration=372 frames, utt_pad_proportion=0.04617, over 134.00 utterances.], tot_loss[loss=0.2331, simple_loss=0.3125, pruned_loss=0.07689, over 2475301.88 frames. utt_duration=444.3 frames, utt_pad_proportion=0.07395, over 22357.36 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2917, pruned_loss=0.05689, over 2407958.10 frames. utt_duration=1239 frames, utt_pad_proportion=0.0636, over 7780.92 utterances.], giga_tot_loss[loss=0.2375, simple_loss=0.3154, pruned_loss=0.0798, over 2475777.71 frames. utt_duration=416.9 frames, utt_pad_proportion=0.07397, over 23839.84 utterances.], batch size: 134, lr: 3.70e-04
2022-08-26 02:41:35,655 INFO [train.py:927] (6/8) Epoch 10, batch 7450, giga_loss[loss=0.2151, simple_loss=0.3097, pruned_loss=0.06023, over 12348.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03286, over 97.00 utterances.], tot_loss[loss=0.2282, simple_loss=0.3094, pruned_loss=0.07348, over 2475648.55 frames. utt_duration=433.3 frames, utt_pad_proportion=0.07508, over 22930.58 utterances.], libri_tot_loss[loss=0.2025, simple_loss=0.2916, pruned_loss=0.05673, over 2410019.90 frames. utt_duration=1242 frames, utt_pad_proportion=0.06225, over 7771.61 utterances.], giga_tot_loss[loss=0.2328, simple_loss=0.3125, pruned_loss=0.07654, over 2476279.07 frames. utt_duration=404.1 frames, utt_pad_proportion=0.07552, over 24601.94 utterances.], batch size: 97, lr: 3.70e-04
2022-08-26 02:43:19,387 INFO [train.py:927] (6/8) Epoch 10, batch 7500, giga_loss[loss=0.2066, simple_loss=0.2963, pruned_loss=0.05842, over 12294.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02746, over 45.00 utterances.], tot_loss[loss=0.2283, simple_loss=0.3105, pruned_loss=0.07305, over 2476104.45 frames. utt_duration=407 frames, utt_pad_proportion=0.0767, over 24423.34 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2918, pruned_loss=0.05685, over 2410815.71 frames. utt_duration=1243 frames, utt_pad_proportion=0.06174, over 7767.91 utterances.], giga_tot_loss[loss=0.2319, simple_loss=0.3128, pruned_loss=0.07549, over 2476469.80 frames. utt_duration=384 frames, utt_pad_proportion=0.07713, over 25894.00 utterances.], batch size: 45, lr: 3.70e-04
2022-08-26 02:45:04,008 INFO [train.py:927] (6/8) Epoch 10, batch 7550, giga_loss[loss=0.2, simple_loss=0.2884, pruned_loss=0.05584, over 12428.00 frames. utt_duration=308.1 frames, utt_pad_proportion=0.05212, over 162.00 utterances.], tot_loss[loss=0.2249, simple_loss=0.308, pruned_loss=0.07087, over 2475943.28 frames. utt_duration=416.1 frames, utt_pad_proportion=0.07231, over 23881.73 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.05698, over 2412757.80 frames. utt_duration=1246 frames, utt_pad_proportion=0.06024, over 7755.36 utterances.], giga_tot_loss[loss=0.2283, simple_loss=0.3103, pruned_loss=0.0732, over 2476482.89 frames. utt_duration=388.4 frames, utt_pad_proportion=0.07346, over 25597.51 utterances.], batch size: 162, lr: 3.70e-04
2022-08-26 02:46:48,141 INFO [train.py:927] (6/8) Epoch 10, batch 7600, giga_loss[loss=0.2151, simple_loss=0.3056, pruned_loss=0.06229, over 12403.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03478, over 80.00 utterances.], tot_loss[loss=0.2217, simple_loss=0.3056, pruned_loss=0.06892, over 2476051.67 frames. utt_duration=416.8 frames, utt_pad_proportion=0.06977, over 23845.83 utterances.], libri_tot_loss[loss=0.2026, simple_loss=0.2917, pruned_loss=0.05679, over 2414089.60 frames. utt_duration=1249 frames, utt_pad_proportion=0.0592, over 7742.70 utterances.], giga_tot_loss[loss=0.2254, simple_loss=0.3082, pruned_loss=0.07132, over 2476998.43 frames. utt_duration=387.1 frames, utt_pad_proportion=0.07125, over 25691.36 utterances.], batch size: 80, lr: 3.70e-04
2022-08-26 02:48:32,736 INFO [train.py:927] (6/8) Epoch 10, batch 7650, giga_loss[loss=0.2078, simple_loss=0.2987, pruned_loss=0.0585, over 12367.00 frames. utt_duration=545.2 frames, utt_pad_proportion=0.02821, over 91.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3036, pruned_loss=0.06671, over 2475625.29 frames. utt_duration=424.6 frames, utt_pad_proportion=0.06727, over 23400.51 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2914, pruned_loss=0.05651, over 2415041.45 frames. utt_duration=1254 frames, utt_pad_proportion=0.05841, over 7710.35 utterances.], giga_tot_loss[loss=0.2222, simple_loss=0.3062, pruned_loss=0.06913, over 2476895.33 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06888, over 25254.27 utterances.], batch size: 91, lr: 3.70e-04
2022-08-26 02:50:17,777 INFO [train.py:927] (6/8) Epoch 10, batch 7700, giga_loss[loss=0.1902, simple_loss=0.2768, pruned_loss=0.0518, over 12400.00 frames. utt_duration=473.8 frames, utt_pad_proportion=0.03902, over 105.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2996, pruned_loss=0.06422, over 2476203.09 frames. utt_duration=410.2 frames, utt_pad_proportion=0.07356, over 24232.09 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2914, pruned_loss=0.05659, over 2416264.76 frames. utt_duration=1258 frames, utt_pad_proportion=0.05761, over 7694.38 utterances.], giga_tot_loss[loss=0.2171, simple_loss=0.3018, pruned_loss=0.06623, over 2477190.46 frames. utt_duration=382.2 frames, utt_pad_proportion=0.07471, over 26023.11 utterances.], batch size: 105, lr: 3.69e-04
2022-08-26 02:52:03,056 INFO [train.py:927] (6/8) Epoch 10, batch 7750, giga_loss[loss=0.1879, simple_loss=0.2812, pruned_loss=0.04728, over 12376.00 frames. utt_duration=343 frames, utt_pad_proportion=0.03914, over 145.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2971, pruned_loss=0.06322, over 2475679.22 frames. utt_duration=413.4 frames, utt_pad_proportion=0.07616, over 24038.83 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.292, pruned_loss=0.05703, over 2418519.35 frames. utt_duration=1251 frames, utt_pad_proportion=0.06012, over 7742.43 utterances.], giga_tot_loss[loss=0.2141, simple_loss=0.2987, pruned_loss=0.06475, over 2476849.76 frames. utt_duration=380.3 frames, utt_pad_proportion=0.07661, over 26151.11 utterances.], batch size: 145, lr: 3.69e-04
2022-08-26 02:53:55,988 INFO [train.py:927] (6/8) Epoch 10, batch 7800, giga_loss[loss=0.2091, simple_loss=0.3005, pruned_loss=0.0588, over 12362.00 frames. utt_duration=707.8 frames, utt_pad_proportion=0.0291, over 70.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2975, pruned_loss=0.06298, over 2475654.48 frames. utt_duration=416.5 frames, utt_pad_proportion=0.07434, over 23860.21 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2919, pruned_loss=0.05701, over 2419257.92 frames. utt_duration=1255 frames, utt_pad_proportion=0.0596, over 7721.40 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2988, pruned_loss=0.06428, over 2476672.01 frames. utt_duration=386.1 frames, utt_pad_proportion=0.07503, over 25753.08 utterances.], batch size: 70, lr: 3.69e-04
2022-08-26 02:55:58,066 INFO [train.py:927] (6/8) Epoch 10, batch 7850, giga_loss[loss=0.2203, simple_loss=0.3062, pruned_loss=0.06716, over 12355.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03044, over 85.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2982, pruned_loss=0.06263, over 2475664.02 frames. utt_duration=420.5 frames, utt_pad_proportion=0.07067, over 23630.62 utterances.], libri_tot_loss[loss=0.203, simple_loss=0.2921, pruned_loss=0.05692, over 2419959.37 frames. utt_duration=1259 frames, utt_pad_proportion=0.05894, over 7700.71 utterances.], giga_tot_loss[loss=0.2134, simple_loss=0.2991, pruned_loss=0.0638, over 2476600.01 frames. utt_duration=392.2 frames, utt_pad_proportion=0.07166, over 25352.41 utterances.], batch size: 85, lr: 3.69e-04
2022-08-26 02:57:55,750 INFO [train.py:927] (6/8) Epoch 10, batch 7900, giga_loss[loss=0.2494, simple_loss=0.3122, pruned_loss=0.09334, over 12387.00 frames. utt_duration=194.8 frames, utt_pad_proportion=0.09813, over 256.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2964, pruned_loss=0.06137, over 2475966.03 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06936, over 23921.01 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2915, pruned_loss=0.05667, over 2420603.47 frames. utt_duration=1266 frames, utt_pad_proportion=0.05804, over 7658.65 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2979, pruned_loss=0.06265, over 2477422.29 frames. utt_duration=386.8 frames, utt_pad_proportion=0.07049, over 25709.79 utterances.], batch size: 256, lr: 3.69e-04
2022-08-26 03:00:04,783 INFO [train.py:927] (6/8) Epoch 10, batch 7950, giga_loss[loss=0.1911, simple_loss=0.28, pruned_loss=0.0511, over 12392.00 frames. utt_duration=235 frames, utt_pad_proportion=0.06735, over 212.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2939, pruned_loss=0.0594, over 2475916.97 frames. utt_duration=417.3 frames, utt_pad_proportion=0.07007, over 23807.83 utterances.], libri_tot_loss[loss=0.2021, simple_loss=0.2912, pruned_loss=0.0565, over 2422349.12 frames. utt_duration=1269 frames, utt_pad_proportion=0.05676, over 7645.83 utterances.], giga_tot_loss[loss=0.2084, simple_loss=0.2954, pruned_loss=0.06071, over 2477521.37 frames. utt_duration=384.5 frames, utt_pad_proportion=0.07146, over 25867.14 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 03:02:00,205 INFO [train.py:927] (6/8) Epoch 10, batch 8000, libri_loss[loss=0.1603, simple_loss=0.2496, pruned_loss=0.03553, over 12214.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009077, over 29.00 utterances.], tot_loss[loss=0.2049, simple_loss=0.2921, pruned_loss=0.05885, over 2474976.62 frames. utt_duration=421 frames, utt_pad_proportion=0.06994, over 23588.76 utterances.], libri_tot_loss[loss=0.202, simple_loss=0.291, pruned_loss=0.05653, over 2423480.40 frames. utt_duration=1273 frames, utt_pad_proportion=0.05536, over 7623.06 utterances.], giga_tot_loss[loss=0.2068, simple_loss=0.2936, pruned_loss=0.05999, over 2477197.77 frames. utt_duration=384.2 frames, utt_pad_proportion=0.07158, over 25882.52 utterances.], batch size: 29, lr: 3.69e-04
2022-08-26 03:03:53,675 INFO [train.py:927] (6/8) Epoch 10, batch 8050, giga_loss[loss=0.206, simple_loss=0.3061, pruned_loss=0.05293, over 12355.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.03004, over 70.00 utterances.], tot_loss[loss=0.2052, simple_loss=0.2931, pruned_loss=0.05862, over 2475165.38 frames. utt_duration=440.7 frames, utt_pad_proportion=0.06708, over 22530.09 utterances.], libri_tot_loss[loss=0.2023, simple_loss=0.2912, pruned_loss=0.05671, over 2424618.49 frames. utt_duration=1263 frames, utt_pad_proportion=0.05833, over 7689.47 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2943, pruned_loss=0.05947, over 2477341.46 frames. utt_duration=402 frames, utt_pad_proportion=0.06812, over 24732.65 utterances.], batch size: 70, lr: 3.69e-04
2022-08-26 03:06:15,238 INFO [train.py:927] (6/8) Epoch 10, batch 8100, giga_loss[loss=0.1895, simple_loss=0.2806, pruned_loss=0.04919, over 12458.00 frames. utt_duration=409.4 frames, utt_pad_proportion=0.02749, over 122.00 utterances.], tot_loss[loss=0.2043, simple_loss=0.2925, pruned_loss=0.05803, over 2475344.81 frames. utt_duration=444.4 frames, utt_pad_proportion=0.06369, over 22346.74 utterances.], libri_tot_loss[loss=0.2024, simple_loss=0.2913, pruned_loss=0.05678, over 2425164.92 frames. utt_duration=1252 frames, utt_pad_proportion=0.06172, over 7759.20 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2933, pruned_loss=0.05865, over 2477018.51 frames. utt_duration=411.5 frames, utt_pad_proportion=0.06395, over 24151.42 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:08:14,508 INFO [train.py:927] (6/8) Epoch 10, batch 8150, giga_loss[loss=0.2114, simple_loss=0.32, pruned_loss=0.05143, over 12472.00 frames. utt_duration=703.7 frames, utt_pad_proportion=0.03476, over 71.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2939, pruned_loss=0.05832, over 2476725.08 frames. utt_duration=425.1 frames, utt_pad_proportion=0.06831, over 23372.06 utterances.], libri_tot_loss[loss=0.2022, simple_loss=0.2912, pruned_loss=0.05665, over 2427109.44 frames. utt_duration=1245 frames, utt_pad_proportion=0.06455, over 7810.09 utterances.], giga_tot_loss[loss=0.2064, simple_loss=0.2948, pruned_loss=0.059, over 2477877.48 frames. utt_duration=393.4 frames, utt_pad_proportion=0.06754, over 25272.18 utterances.], batch size: 71, lr: 3.69e-04
2022-08-26 03:10:19,013 INFO [train.py:927] (6/8) Epoch 10, batch 8200, giga_loss[loss=0.2017, simple_loss=0.2984, pruned_loss=0.05253, over 12348.00 frames. utt_duration=438.6 frames, utt_pad_proportion=0.04036, over 113.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2962, pruned_loss=0.05785, over 2477285.34 frames. utt_duration=410.5 frames, utt_pad_proportion=0.06694, over 24210.41 utterances.], libri_tot_loss[loss=0.2019, simple_loss=0.2909, pruned_loss=0.05648, over 2428061.20 frames. utt_duration=1246 frames, utt_pad_proportion=0.06362, over 7807.01 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2972, pruned_loss=0.05857, over 2478231.63 frames. utt_duration=382.3 frames, utt_pad_proportion=0.0667, over 26014.62 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 03:12:26,518 INFO [train.py:927] (6/8) Epoch 10, batch 8250, giga_loss[loss=0.2013, simple_loss=0.2921, pruned_loss=0.05524, over 12318.00 frames. utt_duration=850.9 frames, utt_pad_proportion=0.03521, over 58.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2968, pruned_loss=0.05793, over 2477394.92 frames. utt_duration=406.2 frames, utt_pad_proportion=0.06827, over 24470.66 utterances.], libri_tot_loss[loss=0.2018, simple_loss=0.2908, pruned_loss=0.05642, over 2428797.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.0626, over 7794.13 utterances.], giga_tot_loss[loss=0.2075, simple_loss=0.2978, pruned_loss=0.05858, over 2478554.36 frames. utt_duration=378.6 frames, utt_pad_proportion=0.06827, over 26269.89 utterances.], batch size: 58, lr: 3.69e-04
2022-08-26 03:14:39,977 INFO [train.py:927] (6/8) Epoch 10, batch 8300, giga_loss[loss=0.2528, simple_loss=0.3431, pruned_loss=0.08124, over 12473.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.03376, over 98.00 utterances.], tot_loss[loss=0.2069, simple_loss=0.2968, pruned_loss=0.05851, over 2477899.06 frames. utt_duration=409.9 frames, utt_pad_proportion=0.06651, over 24251.96 utterances.], libri_tot_loss[loss=0.2028, simple_loss=0.2916, pruned_loss=0.057, over 2430470.64 frames. utt_duration=1250 frames, utt_pad_proportion=0.06122, over 7789.41 utterances.], giga_tot_loss[loss=0.2072, simple_loss=0.2971, pruned_loss=0.05858, over 2478615.49 frames. utt_duration=380.6 frames, utt_pad_proportion=0.06702, over 26132.11 utterances.], batch size: 98, lr: 3.69e-04
2022-08-26 03:16:58,775 INFO [train.py:927] (6/8) Epoch 10, batch 8350, giga_loss[loss=0.2285, simple_loss=0.3127, pruned_loss=0.07218, over 12450.00 frames. utt_duration=375.7 frames, utt_pad_proportion=0.03671, over 133.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2955, pruned_loss=0.05857, over 2478399.42 frames. utt_duration=413.6 frames, utt_pad_proportion=0.06542, over 24037.59 utterances.], libri_tot_loss[loss=0.2027, simple_loss=0.2914, pruned_loss=0.05694, over 2430742.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.06081, over 7772.55 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2959, pruned_loss=0.0587, over 2479118.90 frames. utt_duration=387.5 frames, utt_pad_proportion=0.06602, over 25667.26 utterances.], batch size: 133, lr: 3.69e-04
2022-08-26 03:19:06,699 INFO [train.py:927] (6/8) Epoch 10, batch 8400, giga_loss[loss=0.2185, simple_loss=0.3039, pruned_loss=0.06656, over 12478.00 frames. utt_duration=510.2 frames, utt_pad_proportion=0.0338, over 98.00 utterances.], tot_loss[loss=0.2039, simple_loss=0.2927, pruned_loss=0.05755, over 2478527.42 frames. utt_duration=406.7 frames, utt_pad_proportion=0.06702, over 24446.93 utterances.], libri_tot_loss[loss=0.2029, simple_loss=0.2917, pruned_loss=0.05706, over 2431895.96 frames. utt_duration=1241 frames, utt_pad_proportion=0.06472, over 7849.69 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2928, pruned_loss=0.05756, over 2479357.40 frames. utt_duration=380.5 frames, utt_pad_proportion=0.06636, over 26143.25 utterances.], batch size: 98, lr: 3.69e-04
2022-08-26 03:21:09,185 INFO [train.py:927] (6/8) Epoch 10, batch 8450, giga_loss[loss=0.1812, simple_loss=0.2694, pruned_loss=0.04652, over 12395.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.02405, over 66.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2943, pruned_loss=0.05816, over 2478142.44 frames. utt_duration=422.5 frames, utt_pad_proportion=0.06471, over 23530.04 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2919, pruned_loss=0.05714, over 2432782.62 frames. utt_duration=1233 frames, utt_pad_proportion=0.06736, over 7900.00 utterances.], giga_tot_loss[loss=0.2053, simple_loss=0.2943, pruned_loss=0.05813, over 2479047.32 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06351, over 25218.01 utterances.], batch size: 66, lr: 3.69e-04
2022-08-26 03:23:11,365 INFO [train.py:927] (6/8) Epoch 10, batch 8500, giga_loss[loss=0.2095, simple_loss=0.299, pruned_loss=0.06002, over 12433.00 frames. utt_duration=579.4 frames, utt_pad_proportion=0.03595, over 86.00 utterances.], tot_loss[loss=0.206, simple_loss=0.2944, pruned_loss=0.05883, over 2478449.71 frames. utt_duration=413.1 frames, utt_pad_proportion=0.06624, over 24070.56 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2926, pruned_loss=0.05754, over 2434135.16 frames. utt_duration=1213 frames, utt_pad_proportion=0.07227, over 8036.44 utterances.], giga_tot_loss[loss=0.2054, simple_loss=0.2938, pruned_loss=0.05848, over 2479169.11 frames. utt_duration=386.8 frames, utt_pad_proportion=0.06377, over 25714.70 utterances.], batch size: 86, lr: 3.69e-04
2022-08-26 03:25:14,967 INFO [train.py:927] (6/8) Epoch 10, batch 8550, giga_loss[loss=0.2057, simple_loss=0.2975, pruned_loss=0.05695, over 12415.00 frames. utt_duration=309.3 frames, utt_pad_proportion=0.0453, over 161.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2937, pruned_loss=0.05846, over 2477619.22 frames. utt_duration=425.9 frames, utt_pad_proportion=0.0649, over 23333.31 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2923, pruned_loss=0.05754, over 2435361.55 frames. utt_duration=1218 frames, utt_pad_proportion=0.07101, over 8006.85 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2935, pruned_loss=0.05821, over 2478666.03 frames. utt_duration=393.8 frames, utt_pad_proportion=0.06321, over 25253.05 utterances.], batch size: 161, lr: 3.69e-04
2022-08-26 03:27:35,917 INFO [train.py:927] (6/8) Epoch 10, batch 8600, giga_loss[loss=0.2039, simple_loss=0.2832, pruned_loss=0.06227, over 12389.00 frames. utt_duration=139.2 frames, utt_pad_proportion=0.1812, over 359.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2945, pruned_loss=0.05837, over 2478101.51 frames. utt_duration=422.7 frames, utt_pad_proportion=0.06557, over 23517.14 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2927, pruned_loss=0.05767, over 2436664.86 frames. utt_duration=1220 frames, utt_pad_proportion=0.06936, over 8000.72 utterances.], giga_tot_loss[loss=0.2051, simple_loss=0.2941, pruned_loss=0.05808, over 2479095.03 frames. utt_duration=389.1 frames, utt_pad_proportion=0.0646, over 25562.77 utterances.], batch size: 359, lr: 3.69e-04
2022-08-26 03:29:42,495 INFO [train.py:927] (6/8) Epoch 10, batch 8650, giga_loss[loss=0.1697, simple_loss=0.2571, pruned_loss=0.04119, over 12433.00 frames. utt_duration=408.6 frames, utt_pad_proportion=0.02703, over 122.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2909, pruned_loss=0.05785, over 2478184.50 frames. utt_duration=423.8 frames, utt_pad_proportion=0.06585, over 23453.54 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05782, over 2437364.96 frames. utt_duration=1219 frames, utt_pad_proportion=0.06865, over 8008.71 utterances.], giga_tot_loss[loss=0.2026, simple_loss=0.2903, pruned_loss=0.0575, over 2478899.41 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06526, over 25272.59 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:31:36,804 INFO [train.py:927] (6/8) Epoch 10, batch 8700, giga_loss[loss=0.2358, simple_loss=0.3149, pruned_loss=0.07832, over 12395.00 frames. utt_duration=407.7 frames, utt_pad_proportion=0.03378, over 122.00 utterances.], tot_loss[loss=0.2033, simple_loss=0.2909, pruned_loss=0.0578, over 2477260.42 frames. utt_duration=431.2 frames, utt_pad_proportion=0.06367, over 23045.12 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2937, pruned_loss=0.05796, over 2437996.14 frames. utt_duration=1227 frames, utt_pad_proportion=0.06708, over 7958.95 utterances.], giga_tot_loss[loss=0.2023, simple_loss=0.2898, pruned_loss=0.05738, over 2478575.46 frames. utt_duration=396.7 frames, utt_pad_proportion=0.0638, over 25068.84 utterances.], batch size: 122, lr: 3.69e-04
2022-08-26 03:33:41,160 INFO [train.py:927] (6/8) Epoch 10, batch 8750, giga_loss[loss=0.1693, simple_loss=0.2593, pruned_loss=0.03965, over 12435.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.0648, over 212.00 utterances.], tot_loss[loss=0.2013, simple_loss=0.2887, pruned_loss=0.05697, over 2477497.41 frames. utt_duration=435.1 frames, utt_pad_proportion=0.0611, over 22838.52 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05766, over 2438937.36 frames. utt_duration=1236 frames, utt_pad_proportion=0.06543, over 7904.32 utterances.], giga_tot_loss[loss=0.201, simple_loss=0.2883, pruned_loss=0.05687, over 2478908.07 frames. utt_duration=398.4 frames, utt_pad_proportion=0.06183, over 24963.33 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 03:35:54,366 INFO [train.py:927] (6/8) Epoch 10, batch 8800, giga_loss[loss=0.1745, simple_loss=0.2668, pruned_loss=0.04109, over 12327.00 frames. utt_duration=967.8 frames, utt_pad_proportion=0.03216, over 51.00 utterances.], tot_loss[loss=0.2004, simple_loss=0.2876, pruned_loss=0.05664, over 2477116.76 frames. utt_duration=411.6 frames, utt_pad_proportion=0.06519, over 24140.36 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2931, pruned_loss=0.05781, over 2439343.49 frames. utt_duration=1237 frames, utt_pad_proportion=0.06466, over 7894.80 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2871, pruned_loss=0.05641, over 2478393.14 frames. utt_duration=381.8 frames, utt_pad_proportion=0.06569, over 26043.08 utterances.], batch size: 51, lr: 3.69e-04
2022-08-26 03:38:05,861 INFO [train.py:927] (6/8) Epoch 10, batch 8850, libri_loss[loss=0.1878, simple_loss=0.2772, pruned_loss=0.0492, over 12288.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.004895, over 32.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2875, pruned_loss=0.05636, over 2477051.87 frames. utt_duration=413.5 frames, utt_pad_proportion=0.06538, over 24029.63 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2929, pruned_loss=0.05774, over 2440437.94 frames. utt_duration=1242 frames, utt_pad_proportion=0.06319, over 7871.98 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2871, pruned_loss=0.05621, over 2478468.68 frames. utt_duration=379.8 frames, utt_pad_proportion=0.06619, over 26186.56 utterances.], batch size: 32, lr: 3.69e-04
2022-08-26 03:40:09,827 INFO [train.py:927] (6/8) Epoch 10, batch 8900, giga_loss[loss=0.2042, simple_loss=0.2858, pruned_loss=0.06133, over 12415.00 frames. utt_duration=235.4 frames, utt_pad_proportion=0.06951, over 212.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2872, pruned_loss=0.05657, over 2477761.88 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06339, over 23879.94 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2929, pruned_loss=0.05767, over 2441128.07 frames. utt_duration=1244 frames, utt_pad_proportion=0.06252, over 7859.89 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2868, pruned_loss=0.0565, over 2478758.78 frames. utt_duration=385.4 frames, utt_pad_proportion=0.06437, over 25807.77 utterances.], batch size: 212, lr: 3.69e-04
2022-08-26 03:42:07,836 INFO [train.py:927] (6/8) Epoch 10, batch 8950, giga_loss[loss=0.1943, simple_loss=0.2905, pruned_loss=0.04903, over 12401.00 frames. utt_duration=440.4 frames, utt_pad_proportion=0.03641, over 113.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.287, pruned_loss=0.05571, over 2477731.63 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06698, over 24811.38 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.0576, over 2441689.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.06151, over 7844.61 utterances.], giga_tot_loss[loss=0.1989, simple_loss=0.2865, pruned_loss=0.05568, over 2478837.80 frames. utt_duration=371.9 frames, utt_pad_proportion=0.06779, over 26746.36 utterances.], batch size: 113, lr: 3.69e-04
2022-08-26 03:44:11,126 INFO [train.py:927] (6/8) Epoch 10, batch 9000, giga_loss[loss=0.2116, simple_loss=0.3065, pruned_loss=0.05835, over 12382.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0457, over 146.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2895, pruned_loss=0.05583, over 2478266.51 frames. utt_duration=395.4 frames, utt_pad_proportion=0.066, over 25145.93 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2929, pruned_loss=0.05753, over 2442423.01 frames. utt_duration=1246 frames, utt_pad_proportion=0.06109, over 7850.97 utterances.], giga_tot_loss[loss=0.2003, simple_loss=0.289, pruned_loss=0.05583, over 2478974.31 frames. utt_duration=370 frames, utt_pad_proportion=0.06685, over 26889.00 utterances.], batch size: 146, lr: 3.69e-04
2022-08-26 03:44:11,126 INFO [train.py:958] (6/8) Computing validation loss
2022-08-26 03:44:25,393 INFO [train.py:967] (6/8) Epoch 10, validation: loss=0.1832, simple_loss=0.2931, pruned_loss=0.03659, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 03:46:27,926 INFO [train.py:927] (6/8) Epoch 10, batch 9050, giga_loss[loss=0.1808, simple_loss=0.2756, pruned_loss=0.04303, over 12410.00 frames. utt_duration=272.4 frames, utt_pad_proportion=0.06388, over 183.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2895, pruned_loss=0.05605, over 2478010.74 frames. utt_duration=377.6 frames, utt_pad_proportion=0.07053, over 26332.19 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.293, pruned_loss=0.05757, over 2442582.39 frames. utt_duration=1245 frames, utt_pad_proportion=0.06098, over 7860.00 utterances.], giga_tot_loss[loss=0.2006, simple_loss=0.2891, pruned_loss=0.05601, over 2478901.30 frames. utt_duration=356.1 frames, utt_pad_proportion=0.07099, over 27938.12 utterances.], batch size: 183, lr: 3.68e-04
2022-08-26 03:48:27,338 INFO [train.py:927] (6/8) Epoch 10, batch 9100, giga_loss[loss=0.1871, simple_loss=0.2695, pruned_loss=0.05234, over 12411.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02388, over 48.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2867, pruned_loss=0.05478, over 2476999.33 frames. utt_duration=390.8 frames, utt_pad_proportion=0.07104, over 25433.99 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.05714, over 2442884.69 frames. utt_duration=1256 frames, utt_pad_proportion=0.05964, over 7787.83 utterances.], giga_tot_loss[loss=0.1986, simple_loss=0.287, pruned_loss=0.05505, over 2478659.63 frames. utt_duration=362.7 frames, utt_pad_proportion=0.07179, over 27426.49 utterances.], batch size: 48, lr: 3.68e-04
2022-08-26 03:50:32,031 INFO [train.py:927] (6/8) Epoch 10, batch 9150, giga_loss[loss=0.2311, simple_loss=0.316, pruned_loss=0.07308, over 12417.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07406, over 213.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2875, pruned_loss=0.05533, over 2477279.40 frames. utt_duration=403 frames, utt_pad_proportion=0.06584, over 24663.79 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2921, pruned_loss=0.05718, over 2443183.90 frames. utt_duration=1259 frames, utt_pad_proportion=0.05894, over 7774.08 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2877, pruned_loss=0.05549, over 2478760.47 frames. utt_duration=375.9 frames, utt_pad_proportion=0.067, over 26461.66 utterances.], batch size: 213, lr: 3.68e-04
2022-08-26 03:52:35,150 INFO [train.py:927] (6/8) Epoch 10, batch 9200, giga_loss[loss=0.2544, simple_loss=0.3276, pruned_loss=0.09054, over 12402.00 frames. utt_duration=309.2 frames, utt_pad_proportion=0.04852, over 161.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2902, pruned_loss=0.0568, over 2477687.58 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06386, over 24253.79 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2926, pruned_loss=0.05745, over 2444312.51 frames. utt_duration=1247 frames, utt_pad_proportion=0.06202, over 7847.83 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2898, pruned_loss=0.05664, over 2478628.38 frames. utt_duration=382.9 frames, utt_pad_proportion=0.06412, over 25975.93 utterances.], batch size: 161, lr: 3.68e-04
2022-08-26 03:54:30,676 INFO [train.py:927] (6/8) Epoch 10, batch 9250, giga_loss[loss=0.1792, simple_loss=0.2695, pruned_loss=0.04444, over 12367.00 frames. utt_duration=1456 frames, utt_pad_proportion=0.04439, over 34.00 utterances.], tot_loss[loss=0.203, simple_loss=0.2922, pruned_loss=0.05692, over 2477162.30 frames. utt_duration=414.3 frames, utt_pad_proportion=0.06395, over 23988.12 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2926, pruned_loss=0.05734, over 2444458.96 frames. utt_duration=1251 frames, utt_pad_proportion=0.06134, over 7827.23 utterances.], giga_tot_loss[loss=0.2028, simple_loss=0.2918, pruned_loss=0.05688, over 2478231.15 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06431, over 25580.86 utterances.], batch size: 34, lr: 3.68e-04
2022-08-26 03:56:49,871 INFO [train.py:927] (6/8) Epoch 10, batch 9300, giga_loss[loss=0.2036, simple_loss=0.2915, pruned_loss=0.05781, over 12402.00 frames. utt_duration=273.8 frames, utt_pad_proportion=0.05921, over 182.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.2932, pruned_loss=0.05698, over 2477123.97 frames. utt_duration=416.2 frames, utt_pad_proportion=0.06335, over 23876.29 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05731, over 2444405.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.06132, over 7835.63 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2927, pruned_loss=0.05698, over 2478457.59 frames. utt_duration=392.4 frames, utt_pad_proportion=0.06369, over 25345.28 utterances.], batch size: 182, lr: 3.68e-04
2022-08-26 03:58:50,106 INFO [train.py:927] (6/8) Epoch 10, batch 9350, giga_loss[loss=0.2157, simple_loss=0.3002, pruned_loss=0.06559, over 12405.00 frames. utt_duration=311.2 frames, utt_pad_proportion=0.04549, over 160.00 utterances.], tot_loss[loss=0.2017, simple_loss=0.2912, pruned_loss=0.05613, over 2477249.42 frames. utt_duration=431.8 frames, utt_pad_proportion=0.06045, over 23010.34 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2926, pruned_loss=0.05722, over 2445432.48 frames. utt_duration=1251 frames, utt_pad_proportion=0.06052, over 7830.01 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.291, pruned_loss=0.05619, over 2478424.01 frames. utt_duration=403 frames, utt_pad_proportion=0.06115, over 24672.27 utterances.], batch size: 160, lr: 3.68e-04
2022-08-26 04:00:51,292 INFO [train.py:927] (6/8) Epoch 10, batch 9400, giga_loss[loss=0.2072, simple_loss=0.287, pruned_loss=0.06372, over 12354.00 frames. utt_duration=510.4 frames, utt_pad_proportion=0.03337, over 97.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2895, pruned_loss=0.05627, over 2476873.93 frames. utt_duration=426.7 frames, utt_pad_proportion=0.06417, over 23283.91 utterances.], libri_tot_loss[loss=0.2035, simple_loss=0.2926, pruned_loss=0.05719, over 2445848.95 frames. utt_duration=1251 frames, utt_pad_proportion=0.06022, over 7830.52 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2894, pruned_loss=0.05633, over 2478151.67 frames. utt_duration=398.3 frames, utt_pad_proportion=0.0646, over 24961.79 utterances.], batch size: 97, lr: 3.68e-04
2022-08-26 04:02:50,201 INFO [train.py:927] (6/8) Epoch 10, batch 9450, giga_loss[loss=0.1791, simple_loss=0.2686, pruned_loss=0.04478, over 12467.00 frames. utt_duration=1468 frames, utt_pad_proportion=0.04058, over 34.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2891, pruned_loss=0.05644, over 2477543.72 frames. utt_duration=424.1 frames, utt_pad_proportion=0.06447, over 23432.65 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2928, pruned_loss=0.0573, over 2446489.70 frames. utt_duration=1252 frames, utt_pad_proportion=0.05926, over 7824.97 utterances.], giga_tot_loss[loss=0.2007, simple_loss=0.2887, pruned_loss=0.05637, over 2478529.51 frames. utt_duration=396.8 frames, utt_pad_proportion=0.06511, over 25058.03 utterances.], batch size: 34, lr: 3.68e-04
2022-08-26 04:04:51,211 INFO [train.py:927] (6/8) Epoch 10, batch 9500, giga_loss[loss=0.1755, simple_loss=0.2693, pruned_loss=0.04085, over 12361.00 frames. utt_duration=544.5 frames, utt_pad_proportion=0.02769, over 91.00 utterances.], tot_loss[loss=0.2001, simple_loss=0.2894, pruned_loss=0.05543, over 2477806.79 frames. utt_duration=427.4 frames, utt_pad_proportion=0.06472, over 23253.66 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2931, pruned_loss=0.05731, over 2447231.86 frames. utt_duration=1239 frames, utt_pad_proportion=0.0633, over 7912.72 utterances.], giga_tot_loss[loss=0.1997, simple_loss=0.2888, pruned_loss=0.05535, over 2478485.26 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06413, over 24743.20 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 04:06:52,103 INFO [train.py:927] (6/8) Epoch 10, batch 9550, giga_loss[loss=0.1959, simple_loss=0.2852, pruned_loss=0.05331, over 12390.00 frames. utt_duration=235 frames, utt_pad_proportion=0.07493, over 212.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.2896, pruned_loss=0.05438, over 2477667.98 frames. utt_duration=429.9 frames, utt_pad_proportion=0.06399, over 23120.25 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2934, pruned_loss=0.05727, over 2447865.38 frames. utt_duration=1240 frames, utt_pad_proportion=0.06233, over 7907.54 utterances.], giga_tot_loss[loss=0.1987, simple_loss=0.2887, pruned_loss=0.05431, over 2478185.15 frames. utt_duration=404.4 frames, utt_pad_proportion=0.06384, over 24582.92 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 04:08:52,198 INFO [train.py:927] (6/8) Epoch 10, batch 9600, giga_loss[loss=0.2145, simple_loss=0.302, pruned_loss=0.06352, over 12348.00 frames. utt_duration=544.1 frames, utt_pad_proportion=0.03011, over 91.00 utterances.], tot_loss[loss=0.1994, simple_loss=0.2897, pruned_loss=0.05458, over 2477604.04 frames. utt_duration=415.4 frames, utt_pad_proportion=0.06364, over 23924.17 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2931, pruned_loss=0.05712, over 2448207.40 frames. utt_duration=1241 frames, utt_pad_proportion=0.06145, over 7897.73 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2892, pruned_loss=0.0546, over 2478399.76 frames. utt_duration=390.6 frames, utt_pad_proportion=0.06381, over 25461.54 utterances.], batch size: 91, lr: 3.68e-04
2022-08-26 04:11:10,413 INFO [train.py:927] (6/8) Epoch 10, batch 9650, giga_loss[loss=0.2056, simple_loss=0.2846, pruned_loss=0.06327, over 12419.00 frames. utt_duration=195.2 frames, utt_pad_proportion=0.09608, over 256.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2906, pruned_loss=0.05484, over 2477410.63 frames. utt_duration=410.9 frames, utt_pad_proportion=0.06666, over 24185.76 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2936, pruned_loss=0.0575, over 2448864.98 frames. utt_duration=1218 frames, utt_pad_proportion=0.06926, over 8049.31 utterances.], giga_tot_loss[loss=0.1994, simple_loss=0.2898, pruned_loss=0.05447, over 2478097.77 frames. utt_duration=387.8 frames, utt_pad_proportion=0.06448, over 25637.50 utterances.], batch size: 256, lr: 3.68e-04
2022-08-26 04:13:30,640 INFO [train.py:927] (6/8) Epoch 10, batch 9700, giga_loss[loss=0.2003, simple_loss=0.2896, pruned_loss=0.05548, over 12409.00 frames. utt_duration=621.6 frames, utt_pad_proportion=0.03181, over 80.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2927, pruned_loss=0.05567, over 2477366.03 frames. utt_duration=410.6 frames, utt_pad_proportion=0.0696, over 24201.57 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2935, pruned_loss=0.05745, over 2449463.03 frames. utt_duration=1221 frames, utt_pad_proportion=0.06825, over 8037.53 utterances.], giga_tot_loss[loss=0.2014, simple_loss=0.292, pruned_loss=0.05536, over 2477881.36 frames. utt_duration=387.6 frames, utt_pad_proportion=0.068, over 25647.31 utterances.], batch size: 80, lr: 3.68e-04
2022-08-26 04:15:45,795 INFO [train.py:927] (6/8) Epoch 10, batch 9750, giga_loss[loss=0.1436, simple_loss=0.2398, pruned_loss=0.02371, over 12338.00 frames. utt_duration=1899 frames, utt_pad_proportion=0.05054, over 26.00 utterances.], tot_loss[loss=0.2019, simple_loss=0.2917, pruned_loss=0.05605, over 2477451.14 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06987, over 23573.84 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2937, pruned_loss=0.05751, over 2450306.33 frames. utt_duration=1224 frames, utt_pad_proportion=0.06672, over 8019.71 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.291, pruned_loss=0.05571, over 2477977.49 frames. utt_duration=393.9 frames, utt_pad_proportion=0.06899, over 25237.77 utterances.], batch size: 26, lr: 3.68e-04
2022-08-26 04:17:55,403 INFO [train.py:927] (6/8) Epoch 10, batch 9800, giga_loss[loss=0.1862, simple_loss=0.2792, pruned_loss=0.04662, over 12435.00 frames. utt_duration=508.7 frames, utt_pad_proportion=0.03664, over 98.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2916, pruned_loss=0.05542, over 2477724.46 frames. utt_duration=421.5 frames, utt_pad_proportion=0.06778, over 23577.44 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2937, pruned_loss=0.05755, over 2450863.23 frames. utt_duration=1214 frames, utt_pad_proportion=0.06967, over 8085.38 utterances.], giga_tot_loss[loss=0.2005, simple_loss=0.2909, pruned_loss=0.05507, over 2478123.42 frames. utt_duration=395.7 frames, utt_pad_proportion=0.06629, over 25122.90 utterances.], batch size: 98, lr: 3.68e-04
2022-08-26 04:19:55,964 INFO [train.py:927] (6/8) Epoch 10, batch 9850, giga_loss[loss=0.1909, simple_loss=0.2833, pruned_loss=0.04931, over 12366.00 frames. utt_duration=141.3 frames, utt_pad_proportion=0.1686, over 353.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2926, pruned_loss=0.05602, over 2477753.63 frames. utt_duration=412.4 frames, utt_pad_proportion=0.07065, over 24100.84 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2938, pruned_loss=0.05757, over 2451627.01 frames. utt_duration=1201 frames, utt_pad_proportion=0.07323, over 8172.41 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2919, pruned_loss=0.05567, over 2478083.02 frames. utt_duration=387.3 frames, utt_pad_proportion=0.06823, over 25672.57 utterances.], batch size: 353, lr: 3.68e-04
2022-08-26 04:21:50,397 INFO [train.py:927] (6/8) Epoch 10, batch 9900, giga_loss[loss=0.1811, simple_loss=0.2664, pruned_loss=0.0479, over 12354.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.02734, over 66.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2931, pruned_loss=0.05631, over 2477463.88 frames. utt_duration=412.9 frames, utt_pad_proportion=0.06897, over 24071.01 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2941, pruned_loss=0.05782, over 2451717.33 frames. utt_duration=1190 frames, utt_pad_proportion=0.07682, over 8250.76 utterances.], giga_tot_loss[loss=0.202, simple_loss=0.2923, pruned_loss=0.05579, over 2478212.26 frames. utt_duration=388.4 frames, utt_pad_proportion=0.06617, over 25602.00 utterances.], batch size: 66, lr: 3.68e-04
2022-08-26 04:23:46,861 INFO [train.py:927] (6/8) Epoch 10, batch 9950, giga_loss[loss=0.2256, simple_loss=0.3106, pruned_loss=0.07031, over 12366.00 frames. utt_duration=510.8 frames, utt_pad_proportion=0.03251, over 97.00 utterances.], tot_loss[loss=0.2023, simple_loss=0.2916, pruned_loss=0.0565, over 2477277.19 frames. utt_duration=411.4 frames, utt_pad_proportion=0.0693, over 24158.48 utterances.], libri_tot_loss[loss=0.2047, simple_loss=0.2939, pruned_loss=0.05774, over 2451815.44 frames. utt_duration=1196 frames, utt_pad_proportion=0.07543, over 8212.79 utterances.], giga_tot_loss[loss=0.2017, simple_loss=0.2911, pruned_loss=0.05614, over 2478356.91 frames. utt_duration=385.9 frames, utt_pad_proportion=0.06743, over 25768.83 utterances.], batch size: 97, lr: 3.68e-04
2022-08-26 04:25:31,050 INFO [train.py:927] (6/8) Epoch 10, batch 10000, giga_loss[loss=0.2093, simple_loss=0.305, pruned_loss=0.05678, over 12396.00 frames. utt_duration=374 frames, utt_pad_proportion=0.04099, over 133.00 utterances.], tot_loss[loss=0.2092, simple_loss=0.2983, pruned_loss=0.06006, over 2476339.63 frames. utt_duration=419.3 frames, utt_pad_proportion=0.06769, over 23694.10 utterances.], libri_tot_loss[loss=0.2049, simple_loss=0.2943, pruned_loss=0.05777, over 2451708.64 frames. utt_duration=1198 frames, utt_pad_proportion=0.07489, over 8194.70 utterances.], giga_tot_loss[loss=0.2086, simple_loss=0.2976, pruned_loss=0.05976, over 2477527.79 frames. utt_duration=395.6 frames, utt_pad_proportion=0.06643, over 25128.41 utterances.], batch size: 133, lr: 3.68e-04
2022-08-26 04:27:15,431 INFO [train.py:927] (6/8) Epoch 10, batch 10050, giga_loss[loss=0.1959, simple_loss=0.2822, pruned_loss=0.05481, over 12461.00 frames. utt_duration=907.4 frames, utt_pad_proportion=0.03054, over 55.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.3001, pruned_loss=0.06146, over 2475111.04 frames. utt_duration=448.6 frames, utt_pad_proportion=0.06657, over 22131.95 utterances.], libri_tot_loss[loss=0.2053, simple_loss=0.2948, pruned_loss=0.0579, over 2451924.21 frames. utt_duration=1202 frames, utt_pad_proportion=0.07422, over 8166.97 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2992, pruned_loss=0.06116, over 2476169.38 frames. utt_duration=422.8 frames, utt_pad_proportion=0.06573, over 23496.54 utterances.], batch size: 55, lr: 3.68e-04
2022-08-26 04:28:57,243 INFO [train.py:927] (6/8) Epoch 10, batch 10100, giga_loss[loss=0.1834, simple_loss=0.2602, pruned_loss=0.05331, over 12481.00 frames. utt_duration=1470 frames, utt_pad_proportion=0.04491, over 34.00 utterances.], tot_loss[loss=0.2066, simple_loss=0.2941, pruned_loss=0.05959, over 2474235.13 frames. utt_duration=485.5 frames, utt_pad_proportion=0.06304, over 20440.68 utterances.], libri_tot_loss[loss=0.2048, simple_loss=0.2943, pruned_loss=0.05764, over 2452154.27 frames. utt_duration=1210 frames, utt_pad_proportion=0.0723, over 8118.75 utterances.], giga_tot_loss[loss=0.2066, simple_loss=0.2938, pruned_loss=0.05967, over 2475593.13 frames. utt_duration=451.4 frames, utt_pad_proportion=0.06309, over 22000.74 utterances.], batch size: 34, lr: 3.68e-04
2022-08-26 04:30:41,855 INFO [train.py:927] (6/8) Epoch 10, batch 10150, giga_loss[loss=0.2052, simple_loss=0.2625, pruned_loss=0.0739, over 12341.00 frames. utt_duration=137 frames, utt_pad_proportion=0.1941, over 364.00 utterances.], tot_loss[loss=0.2, simple_loss=0.2861, pruned_loss=0.05693, over 2473894.42 frames. utt_duration=500.5 frames, utt_pad_proportion=0.06422, over 19825.03 utterances.], libri_tot_loss[loss=0.2046, simple_loss=0.2941, pruned_loss=0.05757, over 2452279.29 frames. utt_duration=1212 frames, utt_pad_proportion=0.07146, over 8100.07 utterances.], giga_tot_loss[loss=0.2, simple_loss=0.286, pruned_loss=0.05705, over 2475146.23 frames. utt_duration=467.6 frames, utt_pad_proportion=0.06443, over 21233.13 utterances.], batch size: 364, lr: 3.68e-04
2022-08-26 04:32:25,131 INFO [train.py:927] (6/8) Epoch 10, batch 10200, giga_loss[loss=0.1835, simple_loss=0.2663, pruned_loss=0.05032, over 12365.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.0712, over 211.00 utterances.], tot_loss[loss=0.1933, simple_loss=0.2787, pruned_loss=0.05396, over 2473986.67 frames. utt_duration=521 frames, utt_pad_proportion=0.06009, over 19044.23 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2937, pruned_loss=0.05735, over 2452571.97 frames. utt_duration=1218 frames, utt_pad_proportion=0.07045, over 8065.32 utterances.], giga_tot_loss[loss=0.1936, simple_loss=0.2788, pruned_loss=0.05422, over 2475104.15 frames. utt_duration=486.7 frames, utt_pad_proportion=0.06082, over 20397.24 utterances.], batch size: 211, lr: 3.68e-04
2022-08-26 04:34:08,821 INFO [train.py:927] (6/8) Epoch 10, batch 10250, giga_loss[loss=0.1767, simple_loss=0.2597, pruned_loss=0.0468, over 12375.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.07421, over 212.00 utterances.], tot_loss[loss=0.189, simple_loss=0.2738, pruned_loss=0.05213, over 2473902.04 frames. utt_duration=516 frames, utt_pad_proportion=0.06169, over 19229.84 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2939, pruned_loss=0.05748, over 2453158.59 frames. utt_duration=1221 frames, utt_pad_proportion=0.06937, over 8044.21 utterances.], giga_tot_loss[loss=0.1888, simple_loss=0.2734, pruned_loss=0.05214, over 2474632.57 frames. utt_duration=483.5 frames, utt_pad_proportion=0.06253, over 20531.04 utterances.], batch size: 212, lr: 3.68e-04
2022-08-26 04:35:48,572 INFO [train.py:927] (6/8) Epoch 10, batch 10300, libri_loss[loss=0.2075, simple_loss=0.2853, pruned_loss=0.06485, over 12230.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005989, over 31.00 utterances.], tot_loss[loss=0.1853, simple_loss=0.2697, pruned_loss=0.05051, over 2473680.30 frames. utt_duration=533.7 frames, utt_pad_proportion=0.05724, over 18591.16 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2933, pruned_loss=0.0573, over 2453678.96 frames. utt_duration=1230 frames, utt_pad_proportion=0.06735, over 7992.28 utterances.], giga_tot_loss[loss=0.185, simple_loss=0.2691, pruned_loss=0.05046, over 2474549.21 frames. utt_duration=494.4 frames, utt_pad_proportion=0.05883, over 20077.18 utterances.], batch size: 31, lr: 3.68e-04
2022-08-26 04:37:32,398 INFO [train.py:927] (6/8) Epoch 10, batch 10350, giga_loss[loss=0.1614, simple_loss=0.2345, pruned_loss=0.04418, over 12407.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04018, over 37.00 utterances.], tot_loss[loss=0.1816, simple_loss=0.2652, pruned_loss=0.04905, over 2473780.85 frames. utt_duration=521.5 frames, utt_pad_proportion=0.06158, over 19028.60 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2935, pruned_loss=0.05736, over 2453850.92 frames. utt_duration=1229 frames, utt_pad_proportion=0.0668, over 7996.43 utterances.], giga_tot_loss[loss=0.181, simple_loss=0.2642, pruned_loss=0.04885, over 2474587.65 frames. utt_duration=488.1 frames, utt_pad_proportion=0.06269, over 20338.35 utterances.], batch size: 37, lr: 3.68e-04
2022-08-26 04:39:13,251 INFO [train.py:927] (6/8) Epoch 10, batch 10400, giga_loss[loss=0.1545, simple_loss=0.2354, pruned_loss=0.03678, over 12400.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.03814, over 113.00 utterances.], tot_loss[loss=0.1786, simple_loss=0.2615, pruned_loss=0.04791, over 2474077.21 frames. utt_duration=519.9 frames, utt_pad_proportion=0.06157, over 19088.15 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2932, pruned_loss=0.05721, over 2454164.77 frames. utt_duration=1233 frames, utt_pad_proportion=0.06503, over 7969.74 utterances.], giga_tot_loss[loss=0.1775, simple_loss=0.2599, pruned_loss=0.04759, over 2475151.02 frames. utt_duration=482.7 frames, utt_pad_proportion=0.06309, over 20573.48 utterances.], batch size: 113, lr: 3.67e-04
2022-08-26 04:40:57,664 INFO [train.py:927] (6/8) Epoch 10, batch 10450, giga_loss[loss=0.2274, simple_loss=0.3038, pruned_loss=0.07551, over 12319.00 frames. utt_duration=796.5 frames, utt_pad_proportion=0.03573, over 62.00 utterances.], tot_loss[loss=0.179, simple_loss=0.2615, pruned_loss=0.04823, over 2474027.90 frames. utt_duration=528.3 frames, utt_pad_proportion=0.06178, over 18781.95 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2933, pruned_loss=0.05716, over 2454349.43 frames. utt_duration=1235 frames, utt_pad_proportion=0.06425, over 7956.27 utterances.], giga_tot_loss[loss=0.1778, simple_loss=0.2598, pruned_loss=0.0479, over 2474983.36 frames. utt_duration=493.4 frames, utt_pad_proportion=0.06328, over 20121.64 utterances.], batch size: 62, lr: 3.67e-04
2022-08-26 04:42:40,283 INFO [train.py:927] (6/8) Epoch 10, batch 10500, giga_loss[loss=0.217, simple_loss=0.3016, pruned_loss=0.06622, over 12295.00 frames. utt_duration=1893 frames, utt_pad_proportion=0.05097, over 26.00 utterances.], tot_loss[loss=0.1895, simple_loss=0.2727, pruned_loss=0.05315, over 2472989.95 frames. utt_duration=560.8 frames, utt_pad_proportion=0.05805, over 17684.88 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2933, pruned_loss=0.05727, over 2454478.81 frames. utt_duration=1238 frames, utt_pad_proportion=0.06356, over 7938.03 utterances.], giga_tot_loss[loss=0.1881, simple_loss=0.2709, pruned_loss=0.05269, over 2473882.40 frames. utt_duration=525.3 frames, utt_pad_proportion=0.05977, over 18891.29 utterances.], batch size: 26, lr: 3.67e-04
2022-08-26 04:44:22,272 INFO [train.py:927] (6/8) Epoch 10, batch 10550, giga_loss[loss=0.1651, simple_loss=0.2614, pruned_loss=0.03441, over 12248.00 frames. utt_duration=961.8 frames, utt_pad_proportion=0.04103, over 51.00 utterances.], tot_loss[loss=0.1987, simple_loss=0.2821, pruned_loss=0.05767, over 2472943.04 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06224, over 18284.00 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2936, pruned_loss=0.05739, over 2454617.89 frames. utt_duration=1241 frames, utt_pad_proportion=0.06211, over 7918.20 utterances.], giga_tot_loss[loss=0.1971, simple_loss=0.28, pruned_loss=0.05715, over 2474008.23 frames. utt_duration=508 frames, utt_pad_proportion=0.06385, over 19538.11 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 04:46:05,521 INFO [train.py:927] (6/8) Epoch 10, batch 10600, giga_loss[loss=0.253, simple_loss=0.3342, pruned_loss=0.08595, over 12358.00 frames. utt_duration=544.9 frames, utt_pad_proportion=0.02862, over 91.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2854, pruned_loss=0.05805, over 2473121.47 frames. utt_duration=556.9 frames, utt_pad_proportion=0.06187, over 17811.02 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2933, pruned_loss=0.05726, over 2455164.84 frames. utt_duration=1242 frames, utt_pad_proportion=0.06102, over 7917.32 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2835, pruned_loss=0.05775, over 2474320.37 frames. utt_duration=514.2 frames, utt_pad_proportion=0.06367, over 19302.30 utterances.], batch size: 91, lr: 3.67e-04
2022-08-26 04:47:48,883 INFO [train.py:927] (6/8) Epoch 10, batch 10650, giga_loss[loss=0.2374, simple_loss=0.3086, pruned_loss=0.0831, over 12450.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.03589, over 40.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2895, pruned_loss=0.06031, over 2473626.29 frames. utt_duration=550.8 frames, utt_pad_proportion=0.06334, over 18010.79 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2933, pruned_loss=0.05723, over 2455184.02 frames. utt_duration=1243 frames, utt_pad_proportion=0.06078, over 7912.74 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2879, pruned_loss=0.06011, over 2474623.39 frames. utt_duration=516.4 frames, utt_pad_proportion=0.06475, over 19222.56 utterances.], batch size: 40, lr: 3.67e-04
2022-08-26 04:49:29,347 INFO [train.py:927] (6/8) Epoch 10, batch 10700, giga_loss[loss=0.2162, simple_loss=0.3099, pruned_loss=0.06124, over 12280.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02919, over 45.00 utterances.], tot_loss[loss=0.21, simple_loss=0.2949, pruned_loss=0.06253, over 2473578.19 frames. utt_duration=545 frames, utt_pad_proportion=0.06734, over 18203.60 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2938, pruned_loss=0.05726, over 2455428.44 frames. utt_duration=1246 frames, utt_pad_proportion=0.05976, over 7892.07 utterances.], giga_tot_loss[loss=0.209, simple_loss=0.2932, pruned_loss=0.06243, over 2474550.02 frames. utt_duration=511.1 frames, utt_pad_proportion=0.06868, over 19422.40 utterances.], batch size: 45, lr: 3.67e-04
2022-08-26 04:51:18,144 INFO [train.py:927] (6/8) Epoch 10, batch 10750, giga_loss[loss=0.1994, simple_loss=0.2878, pruned_loss=0.05544, over 12484.00 frames. utt_duration=1612 frames, utt_pad_proportion=0.03962, over 31.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.298, pruned_loss=0.0631, over 2473427.58 frames. utt_duration=575.9 frames, utt_pad_proportion=0.06322, over 17224.77 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2937, pruned_loss=0.05715, over 2455672.54 frames. utt_duration=1249 frames, utt_pad_proportion=0.05936, over 7874.19 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.2967, pruned_loss=0.06318, over 2474131.63 frames. utt_duration=542.5 frames, utt_pad_proportion=0.06474, over 18291.37 utterances.], batch size: 31, lr: 3.67e-04
2022-08-26 04:52:59,176 INFO [train.py:927] (6/8) Epoch 10, batch 10800, giga_loss[loss=0.2571, simple_loss=0.3165, pruned_loss=0.09886, over 12390.00 frames. utt_duration=193.4 frames, utt_pad_proportion=0.1045, over 258.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.3004, pruned_loss=0.06316, over 2473550.59 frames. utt_duration=572.5 frames, utt_pad_proportion=0.06187, over 17328.23 utterances.], libri_tot_loss[loss=0.2044, simple_loss=0.2945, pruned_loss=0.05719, over 2455867.87 frames. utt_duration=1254 frames, utt_pad_proportion=0.05797, over 7843.77 utterances.], giga_tot_loss[loss=0.2128, simple_loss=0.2989, pruned_loss=0.06338, over 2474496.36 frames. utt_duration=536.3 frames, utt_pad_proportion=0.06368, over 18508.13 utterances.], batch size: 258, lr: 3.67e-04
2022-08-26 04:54:42,099 INFO [train.py:927] (6/8) Epoch 10, batch 10850, giga_loss[loss=0.1903, simple_loss=0.2887, pruned_loss=0.0459, over 12400.00 frames. utt_duration=856.7 frames, utt_pad_proportion=0.02866, over 58.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.3001, pruned_loss=0.06189, over 2472495.64 frames. utt_duration=601.1 frames, utt_pad_proportion=0.05875, over 16494.21 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2943, pruned_loss=0.05704, over 2455774.13 frames. utt_duration=1257 frames, utt_pad_proportion=0.0571, over 7821.07 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2992, pruned_loss=0.0623, over 2473639.49 frames. utt_duration=563.1 frames, utt_pad_proportion=0.06082, over 17617.22 utterances.], batch size: 58, lr: 3.67e-04
2022-08-26 04:56:25,230 INFO [train.py:927] (6/8) Epoch 10, batch 10900, giga_loss[loss=0.2588, simple_loss=0.3296, pruned_loss=0.09402, over 12461.00 frames. utt_duration=666 frames, utt_pad_proportion=0.03057, over 75.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.3016, pruned_loss=0.06458, over 2470831.59 frames. utt_duration=596.9 frames, utt_pad_proportion=0.06403, over 16599.47 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2938, pruned_loss=0.0569, over 2455455.89 frames. utt_duration=1263 frames, utt_pad_proportion=0.05632, over 7787.89 utterances.], giga_tot_loss[loss=0.2159, simple_loss=0.3015, pruned_loss=0.06512, over 2472306.72 frames. utt_duration=561.1 frames, utt_pad_proportion=0.06568, over 17670.32 utterances.], batch size: 75, lr: 3.67e-04
2022-08-26 04:58:10,004 INFO [train.py:927] (6/8) Epoch 10, batch 10950, giga_loss[loss=0.2359, simple_loss=0.3086, pruned_loss=0.08158, over 12368.00 frames. utt_duration=751 frames, utt_pad_proportion=0.02716, over 66.00 utterances.], tot_loss[loss=0.2183, simple_loss=0.3029, pruned_loss=0.06688, over 2471586.08 frames. utt_duration=579.2 frames, utt_pad_proportion=0.06783, over 17114.24 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2938, pruned_loss=0.05691, over 2455644.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05589, over 7789.02 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.3029, pruned_loss=0.06738, over 2472716.26 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06913, over 18036.98 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 04:59:54,073 INFO [train.py:927] (6/8) Epoch 10, batch 11000, giga_loss[loss=0.1979, simple_loss=0.2864, pruned_loss=0.0547, over 12399.00 frames. utt_duration=709.8 frames, utt_pad_proportion=0.02632, over 70.00 utterances.], tot_loss[loss=0.2168, simple_loss=0.3008, pruned_loss=0.06643, over 2471668.24 frames. utt_duration=566.7 frames, utt_pad_proportion=0.06829, over 17493.47 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2936, pruned_loss=0.05695, over 2455570.00 frames. utt_duration=1262 frames, utt_pad_proportion=0.05567, over 7794.71 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3012, pruned_loss=0.06705, over 2473043.86 frames. utt_duration=536.6 frames, utt_pad_proportion=0.0695, over 18486.47 utterances.], batch size: 70, lr: 3.67e-04
2022-08-26 05:01:38,659 INFO [train.py:927] (6/8) Epoch 10, batch 11050, giga_loss[loss=0.2232, simple_loss=0.3079, pruned_loss=0.06924, over 12229.00 frames. utt_duration=1166 frames, utt_pad_proportion=0.0291, over 42.00 utterances.], tot_loss[loss=0.2151, simple_loss=0.2992, pruned_loss=0.06553, over 2471564.50 frames. utt_duration=570.2 frames, utt_pad_proportion=0.06883, over 17383.11 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2935, pruned_loss=0.05693, over 2455836.07 frames. utt_duration=1260 frames, utt_pad_proportion=0.05579, over 7806.53 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.2996, pruned_loss=0.0662, over 2472702.95 frames. utt_duration=541.1 frames, utt_pad_proportion=0.06983, over 18331.03 utterances.], batch size: 42, lr: 3.67e-04
2022-08-26 05:03:22,856 INFO [train.py:927] (6/8) Epoch 10, batch 11100, giga_loss[loss=0.2053, simple_loss=0.2917, pruned_loss=0.05942, over 12352.00 frames. utt_duration=970.5 frames, utt_pad_proportion=0.03149, over 51.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2958, pruned_loss=0.06396, over 2472173.76 frames. utt_duration=548.2 frames, utt_pad_proportion=0.06946, over 18087.01 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2933, pruned_loss=0.05676, over 2455972.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.05515, over 7790.52 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2964, pruned_loss=0.06476, over 2473178.38 frames. utt_duration=522.4 frames, utt_pad_proportion=0.07049, over 18991.91 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 05:05:07,824 INFO [train.py:927] (6/8) Epoch 10, batch 11150, giga_loss[loss=0.1979, simple_loss=0.2903, pruned_loss=0.05278, over 12424.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03697, over 105.00 utterances.], tot_loss[loss=0.209, simple_loss=0.292, pruned_loss=0.06297, over 2472790.63 frames. utt_duration=515.2 frames, utt_pad_proportion=0.07478, over 19254.50 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2934, pruned_loss=0.05674, over 2456202.67 frames. utt_duration=1263 frames, utt_pad_proportion=0.05459, over 7786.78 utterances.], giga_tot_loss[loss=0.21, simple_loss=0.2924, pruned_loss=0.06374, over 2473665.96 frames. utt_duration=492 frames, utt_pad_proportion=0.07564, over 20171.40 utterances.], batch size: 105, lr: 3.67e-04
2022-08-26 05:06:52,215 INFO [train.py:927] (6/8) Epoch 10, batch 11200, giga_loss[loss=0.2005, simple_loss=0.2902, pruned_loss=0.05542, over 12421.00 frames. utt_duration=341.8 frames, utt_pad_proportion=0.04244, over 146.00 utterances.], tot_loss[loss=0.2085, simple_loss=0.2923, pruned_loss=0.06237, over 2471919.74 frames. utt_duration=534.1 frames, utt_pad_proportion=0.07309, over 18564.14 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.294, pruned_loss=0.05678, over 2456114.56 frames. utt_duration=1262 frames, utt_pad_proportion=0.05455, over 7795.05 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.292, pruned_loss=0.06306, over 2472976.71 frames. utt_duration=509.1 frames, utt_pad_proportion=0.07403, over 19485.51 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 05:08:36,176 INFO [train.py:927] (6/8) Epoch 10, batch 11250, giga_loss[loss=0.1996, simple_loss=0.2803, pruned_loss=0.05948, over 12451.00 frames. utt_duration=580.6 frames, utt_pad_proportion=0.03234, over 86.00 utterances.], tot_loss[loss=0.2074, simple_loss=0.291, pruned_loss=0.06195, over 2472868.37 frames. utt_duration=532 frames, utt_pad_proportion=0.0706, over 18646.64 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2945, pruned_loss=0.05684, over 2456307.99 frames. utt_duration=1262 frames, utt_pad_proportion=0.05433, over 7793.07 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2903, pruned_loss=0.06246, over 2473588.17 frames. utt_duration=510.9 frames, utt_pad_proportion=0.07155, over 19423.34 utterances.], batch size: 86, lr: 3.67e-04
2022-08-26 05:10:19,742 INFO [train.py:927] (6/8) Epoch 10, batch 11300, giga_loss[loss=0.1823, simple_loss=0.2597, pruned_loss=0.05248, over 12422.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.03885, over 40.00 utterances.], tot_loss[loss=0.2057, simple_loss=0.2883, pruned_loss=0.06151, over 2473346.89 frames. utt_duration=562.7 frames, utt_pad_proportion=0.0655, over 17629.82 utterances.], libri_tot_loss[loss=0.2045, simple_loss=0.2948, pruned_loss=0.05707, over 2456983.56 frames. utt_duration=1265 frames, utt_pad_proportion=0.05283, over 7777.41 utterances.], giga_tot_loss[loss=0.2055, simple_loss=0.2873, pruned_loss=0.06187, over 2473845.54 frames. utt_duration=533.7 frames, utt_pad_proportion=0.06726, over 18593.68 utterances.], batch size: 40, lr: 3.67e-04
2022-08-26 05:12:00,767 INFO [train.py:927] (6/8) Epoch 10, batch 11350, giga_loss[loss=0.1744, simple_loss=0.2548, pruned_loss=0.04698, over 12350.00 frames. utt_duration=969.9 frames, utt_pad_proportion=0.03199, over 51.00 utterances.], tot_loss[loss=0.2027, simple_loss=0.2846, pruned_loss=0.06036, over 2472826.92 frames. utt_duration=573.8 frames, utt_pad_proportion=0.06463, over 17284.36 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2946, pruned_loss=0.05702, over 2457165.24 frames. utt_duration=1270 frames, utt_pad_proportion=0.05232, over 7750.88 utterances.], giga_tot_loss[loss=0.2027, simple_loss=0.2839, pruned_loss=0.06074, over 2473260.63 frames. utt_duration=545.1 frames, utt_pad_proportion=0.06634, over 18199.60 utterances.], batch size: 51, lr: 3.67e-04
2022-08-26 05:13:41,584 INFO [train.py:927] (6/8) Epoch 10, batch 11400, giga_loss[loss=0.1802, simple_loss=0.26, pruned_loss=0.05023, over 12385.00 frames. utt_duration=800.5 frames, utt_pad_proportion=0.02966, over 62.00 utterances.], tot_loss[loss=0.2008, simple_loss=0.2822, pruned_loss=0.05969, over 2472762.48 frames. utt_duration=583.3 frames, utt_pad_proportion=0.06158, over 17000.66 utterances.], libri_tot_loss[loss=0.2039, simple_loss=0.2941, pruned_loss=0.05684, over 2457225.55 frames. utt_duration=1270 frames, utt_pad_proportion=0.05218, over 7746.15 utterances.], giga_tot_loss[loss=0.2011, simple_loss=0.2818, pruned_loss=0.06022, over 2473395.77 frames. utt_duration=553.1 frames, utt_pad_proportion=0.06329, over 17934.62 utterances.], batch size: 62, lr: 3.67e-04
2022-08-26 05:15:24,512 INFO [train.py:927] (6/8) Epoch 10, batch 11450, giga_loss[loss=0.1847, simple_loss=0.2672, pruned_loss=0.0511, over 12459.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03312, over 86.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2802, pruned_loss=0.05921, over 2472142.43 frames. utt_duration=580.4 frames, utt_pad_proportion=0.06164, over 17082.55 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2939, pruned_loss=0.05679, over 2457257.98 frames. utt_duration=1274 frames, utt_pad_proportion=0.05164, over 7723.08 utterances.], giga_tot_loss[loss=0.1996, simple_loss=0.2799, pruned_loss=0.05971, over 2472789.68 frames. utt_duration=552.2 frames, utt_pad_proportion=0.06323, over 17960.54 utterances.], batch size: 86, lr: 3.67e-04
2022-08-26 05:17:07,807 INFO [train.py:927] (6/8) Epoch 10, batch 11500, giga_loss[loss=0.1965, simple_loss=0.2867, pruned_loss=0.05314, over 12313.00 frames. utt_duration=667 frames, utt_pad_proportion=0.02915, over 74.00 utterances.], tot_loss[loss=0.1992, simple_loss=0.28, pruned_loss=0.05921, over 2472692.99 frames. utt_duration=600.5 frames, utt_pad_proportion=0.05917, over 16513.30 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2942, pruned_loss=0.05695, over 2457875.61 frames. utt_duration=1264 frames, utt_pad_proportion=0.05527, over 7788.68 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2793, pruned_loss=0.0595, over 2472923.58 frames. utt_duration=573 frames, utt_pad_proportion=0.05904, over 17308.17 utterances.], batch size: 74, lr: 3.67e-04
2022-08-26 05:18:51,522 INFO [train.py:927] (6/8) Epoch 10, batch 11550, libri_loss[loss=0.248, simple_loss=0.3314, pruned_loss=0.08226, over 12399.00 frames. utt_duration=436.7 frames, utt_pad_proportion=0.3187, over 114.00 utterances.], tot_loss[loss=0.2041, simple_loss=0.2847, pruned_loss=0.06177, over 2472733.20 frames. utt_duration=593.8 frames, utt_pad_proportion=0.06037, over 16698.30 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2942, pruned_loss=0.05706, over 2457983.87 frames. utt_duration=1255 frames, utt_pad_proportion=0.0585, over 7843.13 utterances.], giga_tot_loss[loss=0.2039, simple_loss=0.2838, pruned_loss=0.06195, over 2473073.96 frames. utt_duration=569 frames, utt_pad_proportion=0.05877, over 17431.37 utterances.], batch size: 114, lr: 3.67e-04
2022-08-26 05:20:34,457 INFO [train.py:927] (6/8) Epoch 10, batch 11600, giga_loss[loss=0.2859, simple_loss=0.3706, pruned_loss=0.1006, over 12351.00 frames. utt_duration=582.6 frames, utt_pad_proportion=0.03225, over 85.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2896, pruned_loss=0.06422, over 2472642.51 frames. utt_duration=570.4 frames, utt_pad_proportion=0.0642, over 17384.20 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.294, pruned_loss=0.05698, over 2458045.84 frames. utt_duration=1261 frames, utt_pad_proportion=0.05765, over 7806.37 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.289, pruned_loss=0.06457, over 2473199.83 frames. utt_duration=544.5 frames, utt_pad_proportion=0.06321, over 18219.44 utterances.], batch size: 85, lr: 3.67e-04
2022-08-26 05:22:17,801 INFO [train.py:927] (6/8) Epoch 10, batch 11650, giga_loss[loss=0.1963, simple_loss=0.2893, pruned_loss=0.05162, over 12316.00 frames. utt_duration=747.8 frames, utt_pad_proportion=0.03007, over 66.00 utterances.], tot_loss[loss=0.2128, simple_loss=0.2948, pruned_loss=0.06546, over 2473099.85 frames. utt_duration=579.5 frames, utt_pad_proportion=0.06133, over 17113.93 utterances.], libri_tot_loss[loss=0.204, simple_loss=0.2941, pruned_loss=0.05697, over 2458560.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.0563, over 7785.55 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2941, pruned_loss=0.06593, over 2473464.40 frames. utt_duration=549.8 frames, utt_pad_proportion=0.06121, over 18042.96 utterances.], batch size: 66, lr: 3.67e-04
2022-08-26 05:23:58,791 INFO [train.py:927] (6/8) Epoch 10, batch 11700, giga_loss[loss=0.2233, simple_loss=0.3157, pruned_loss=0.06547, over 12424.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04223, over 146.00 utterances.], tot_loss[loss=0.2147, simple_loss=0.2978, pruned_loss=0.06578, over 2474161.45 frames. utt_duration=580.1 frames, utt_pad_proportion=0.0605, over 17105.64 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2943, pruned_loss=0.05689, over 2459227.45 frames. utt_duration=1260 frames, utt_pad_proportion=0.05587, over 7818.21 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2972, pruned_loss=0.06668, over 2474526.41 frames. utt_duration=543.2 frames, utt_pad_proportion=0.06079, over 18271.02 utterances.], batch size: 146, lr: 3.67e-04
2022-08-26 05:25:39,365 INFO [train.py:927] (6/8) Epoch 10, batch 11750, giga_loss[loss=0.2157, simple_loss=0.3042, pruned_loss=0.06359, over 12392.00 frames. utt_duration=973.1 frames, utt_pad_proportion=0.0308, over 51.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2962, pruned_loss=0.06366, over 2474096.69 frames. utt_duration=576.6 frames, utt_pad_proportion=0.05837, over 17209.07 utterances.], libri_tot_loss[loss=0.2042, simple_loss=0.2942, pruned_loss=0.05708, over 2459716.92 frames. utt_duration=1265 frames, utt_pad_proportion=0.05464, over 7784.99 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2959, pruned_loss=0.06443, over 2474353.89 frames. utt_duration=539.1 frames, utt_pad_proportion=0.05919, over 18408.53 utterances.], batch size: 51, lr: 3.66e-04
2022-08-26 05:27:21,671 INFO [train.py:927] (6/8) Epoch 10, batch 11800, giga_loss[loss=0.2203, simple_loss=0.3013, pruned_loss=0.06961, over 12419.00 frames. utt_duration=341.7 frames, utt_pad_proportion=0.0428, over 146.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2962, pruned_loss=0.06335, over 2473598.29 frames. utt_duration=580.8 frames, utt_pad_proportion=0.05839, over 17080.75 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2938, pruned_loss=0.05689, over 2460334.98 frames. utt_duration=1264 frames, utt_pad_proportion=0.05468, over 7795.48 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2964, pruned_loss=0.06425, over 2473496.03 frames. utt_duration=545.4 frames, utt_pad_proportion=0.05904, over 18189.57 utterances.], batch size: 146, lr: 3.66e-04
2022-08-26 05:29:05,415 INFO [train.py:927] (6/8) Epoch 10, batch 11850, libri_loss[loss=0.273, simple_loss=0.3539, pruned_loss=0.09602, over 12453.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005862, over 35.00 utterances.], tot_loss[loss=0.2145, simple_loss=0.299, pruned_loss=0.06502, over 2473957.19 frames. utt_duration=581.8 frames, utt_pad_proportion=0.05918, over 17052.31 utterances.], libri_tot_loss[loss=0.2041, simple_loss=0.2941, pruned_loss=0.0571, over 2460924.66 frames. utt_duration=1266 frames, utt_pad_proportion=0.05355, over 7786.88 utterances.], giga_tot_loss[loss=0.2152, simple_loss=0.299, pruned_loss=0.06577, over 2473758.27 frames. utt_duration=543.6 frames, utt_pad_proportion=0.06019, over 18252.70 utterances.], batch size: 35, lr: 3.66e-04
2022-08-26 05:30:47,759 INFO [train.py:927] (6/8) Epoch 10, batch 11900, giga_loss[loss=0.219, simple_loss=0.2996, pruned_loss=0.06924, over 12348.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.03317, over 51.00 utterances.], tot_loss[loss=0.2158, simple_loss=0.2997, pruned_loss=0.06597, over 2474320.67 frames. utt_duration=578.6 frames, utt_pad_proportion=0.06104, over 17149.01 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2934, pruned_loss=0.057, over 2461177.69 frames. utt_duration=1276 frames, utt_pad_proportion=0.05177, over 7725.99 utterances.], giga_tot_loss[loss=0.2173, simple_loss=0.3006, pruned_loss=0.06706, over 2474534.66 frames. utt_duration=533.2 frames, utt_pad_proportion=0.06248, over 18615.78 utterances.], batch size: 51, lr: 3.66e-04
2022-08-26 05:32:30,279 INFO [train.py:927] (6/8) Epoch 10, batch 11950, giga_loss[loss=0.2238, simple_loss=0.3073, pruned_loss=0.07012, over 12312.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02607, over 45.00 utterances.], tot_loss[loss=0.2164, simple_loss=0.2999, pruned_loss=0.06642, over 2473475.46 frames. utt_duration=603.8 frames, utt_pad_proportion=0.0582, over 16427.49 utterances.], libri_tot_loss[loss=0.2032, simple_loss=0.2929, pruned_loss=0.05673, over 2461342.78 frames. utt_duration=1280 frames, utt_pad_proportion=0.05062, over 7699.55 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3012, pruned_loss=0.06779, over 2473823.03 frames. utt_duration=555.2 frames, utt_pad_proportion=0.06015, over 17869.64 utterances.], batch size: 45, lr: 3.66e-04
2022-08-26 05:34:13,987 INFO [train.py:927] (6/8) Epoch 10, batch 12000, libri_loss[loss=0.1862, simple_loss=0.2782, pruned_loss=0.04707, over 12257.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004442, over 34.00 utterances.], tot_loss[loss=0.2173, simple_loss=0.3013, pruned_loss=0.06661, over 2473261.32 frames. utt_duration=631 frames, utt_pad_proportion=0.0564, over 15714.57 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2929, pruned_loss=0.05668, over 2461437.23 frames. utt_duration=1269 frames, utt_pad_proportion=0.05382, over 7767.69 utterances.], giga_tot_loss[loss=0.2193, simple_loss=0.3026, pruned_loss=0.06803, over 2473792.18 frames. utt_duration=582.2 frames, utt_pad_proportion=0.05693, over 17038.89 utterances.], batch size: 34, lr: 3.66e-04
2022-08-26 05:34:13,988 INFO [train.py:958] (6/8) Computing validation loss
2022-08-26 05:34:27,523 INFO [train.py:967] (6/8) Epoch 10, validation: loss=0.1874, simple_loss=0.2927, pruned_loss=0.04104, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 05:36:08,632 INFO [train.py:927] (6/8) Epoch 10, batch 12050, giga_loss[loss=0.2258, simple_loss=0.3125, pruned_loss=0.06956, over 12347.00 frames. utt_duration=853.1 frames, utt_pad_proportion=0.03272, over 58.00 utterances.], tot_loss[loss=0.219, simple_loss=0.3031, pruned_loss=0.0675, over 2472313.16 frames. utt_duration=616.4 frames, utt_pad_proportion=0.05999, over 16082.50 utterances.], libri_tot_loss[loss=0.2033, simple_loss=0.293, pruned_loss=0.05681, over 2461489.89 frames. utt_duration=1256 frames, utt_pad_proportion=0.05717, over 7846.10 utterances.], giga_tot_loss[loss=0.2211, simple_loss=0.3043, pruned_loss=0.06891, over 2473097.09 frames. utt_duration=570.4 frames, utt_pad_proportion=0.05875, over 17388.29 utterances.], batch size: 58, lr: 3.66e-04
2022-08-26 05:37:49,636 INFO [train.py:927] (6/8) Epoch 10, batch 12100, giga_loss[loss=0.218, simple_loss=0.3072, pruned_loss=0.06444, over 12461.00 frames. utt_duration=581.1 frames, utt_pad_proportion=0.03316, over 86.00 utterances.], tot_loss[loss=0.2181, simple_loss=0.3018, pruned_loss=0.06716, over 2472328.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.06117, over 15894.74 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2929, pruned_loss=0.05665, over 2461516.08 frames. utt_duration=1259 frames, utt_pad_proportion=0.05586, over 7828.92 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.3033, pruned_loss=0.06878, over 2473305.20 frames. utt_duration=575.8 frames, utt_pad_proportion=0.06071, over 17226.68 utterances.], batch size: 86, lr: 3.66e-04
2022-08-26 05:39:31,030 INFO [train.py:927] (6/8) Epoch 10, batch 12150, giga_loss[loss=0.2183, simple_loss=0.2978, pruned_loss=0.06943, over 12185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.03443, over 39.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.3015, pruned_loss=0.06771, over 2472481.69 frames. utt_duration=624.5 frames, utt_pad_proportion=0.0613, over 15873.82 utterances.], libri_tot_loss[loss=0.2031, simple_loss=0.2928, pruned_loss=0.05665, over 2461304.58 frames. utt_duration=1262 frames, utt_pad_proportion=0.05502, over 7807.57 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3029, pruned_loss=0.06919, over 2473653.42 frames. utt_duration=580.1 frames, utt_pad_proportion=0.06132, over 17101.14 utterances.], batch size: 39, lr: 3.66e-04
2022-08-26 05:41:10,674 INFO [train.py:927] (6/8) Epoch 10, batch 12200, giga_loss[loss=0.2058, simple_loss=0.2973, pruned_loss=0.05716, over 12364.00 frames. utt_duration=750.8 frames, utt_pad_proportion=0.0275, over 66.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3022, pruned_loss=0.06838, over 2472063.18 frames. utt_duration=643.2 frames, utt_pad_proportion=0.06005, over 15408.97 utterances.], libri_tot_loss[loss=0.2034, simple_loss=0.2929, pruned_loss=0.057, over 2461309.21 frames. utt_duration=1266 frames, utt_pad_proportion=0.05361, over 7787.45 utterances.], giga_tot_loss[loss=0.2215, simple_loss=0.3036, pruned_loss=0.06973, over 2473474.09 frames. utt_duration=592.2 frames, utt_pad_proportion=0.06088, over 16748.79 utterances.], batch size: 66, lr: 3.66e-04
2022-08-26 05:42:54,381 INFO [train.py:927] (6/8) Epoch 10, batch 12250, giga_loss[loss=0.2508, simple_loss=0.3308, pruned_loss=0.08536, over 12449.00 frames. utt_duration=406.3 frames, utt_pad_proportion=0.03728, over 123.00 utterances.], tot_loss[loss=0.2184, simple_loss=0.3015, pruned_loss=0.06762, over 2472384.61 frames. utt_duration=662.9 frames, utt_pad_proportion=0.0565, over 14952.83 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2929, pruned_loss=0.05721, over 2461748.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05318, over 7788.36 utterances.], giga_tot_loss[loss=0.2204, simple_loss=0.303, pruned_loss=0.06888, over 2473464.11 frames. utt_duration=609.8 frames, utt_pad_proportion=0.05774, over 16264.60 utterances.], batch size: 123, lr: 3.66e-04
2022-08-26 05:44:37,380 INFO [train.py:927] (6/8) Epoch 10, batch 12300, giga_loss[loss=0.2016, simple_loss=0.2801, pruned_loss=0.06151, over 12139.00 frames. utt_duration=1620 frames, utt_pad_proportion=0.03174, over 30.00 utterances.], tot_loss[loss=0.2182, simple_loss=0.3012, pruned_loss=0.06764, over 2472672.33 frames. utt_duration=648.7 frames, utt_pad_proportion=0.05596, over 15282.62 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.293, pruned_loss=0.05732, over 2462165.06 frames. utt_duration=1267 frames, utt_pad_proportion=0.0526, over 7779.58 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3023, pruned_loss=0.06868, over 2473300.40 frames. utt_duration=603.8 frames, utt_pad_proportion=0.05724, over 16426.26 utterances.], batch size: 30, lr: 3.66e-04
2022-08-26 05:46:20,420 INFO [train.py:927] (6/8) Epoch 10, batch 12350, giga_loss[loss=0.244, simple_loss=0.3236, pruned_loss=0.08219, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04227, over 146.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2988, pruned_loss=0.06669, over 2471812.36 frames. utt_duration=658 frames, utt_pad_proportion=0.05363, over 15059.84 utterances.], libri_tot_loss[loss=0.2037, simple_loss=0.2928, pruned_loss=0.05726, over 2462025.23 frames. utt_duration=1269 frames, utt_pad_proportion=0.05253, over 7767.69 utterances.], giga_tot_loss[loss=0.2175, simple_loss=0.2999, pruned_loss=0.06759, over 2472454.78 frames. utt_duration=619.9 frames, utt_pad_proportion=0.05482, over 15993.11 utterances.], batch size: 146, lr: 3.66e-04
2022-08-26 05:48:00,895 INFO [train.py:927] (6/8) Epoch 10, batch 12400, giga_loss[loss=0.1829, simple_loss=0.2604, pruned_loss=0.05266, over 12114.00 frames. utt_duration=1617 frames, utt_pad_proportion=0.03411, over 30.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.2963, pruned_loss=0.06574, over 2470875.19 frames. utt_duration=670 frames, utt_pad_proportion=0.05743, over 14783.94 utterances.], libri_tot_loss[loss=0.2038, simple_loss=0.2928, pruned_loss=0.05734, over 2462430.72 frames. utt_duration=1271 frames, utt_pad_proportion=0.05193, over 7758.45 utterances.], giga_tot_loss[loss=0.2154, simple_loss=0.2973, pruned_loss=0.06668, over 2471338.46 frames. utt_duration=628.4 frames, utt_pad_proportion=0.0585, over 15767.96 utterances.], batch size: 30, lr: 3.66e-04
2022-08-26 05:49:43,892 INFO [train.py:927] (6/8) Epoch 10, batch 12450, giga_loss[loss=0.1986, simple_loss=0.2801, pruned_loss=0.05856, over 12380.00 frames. utt_duration=584 frames, utt_pad_proportion=0.02827, over 85.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.2944, pruned_loss=0.06517, over 2471055.23 frames. utt_duration=641.2 frames, utt_pad_proportion=0.06298, over 15451.11 utterances.], libri_tot_loss[loss=0.2043, simple_loss=0.2932, pruned_loss=0.05765, over 2462301.49 frames. utt_duration=1271 frames, utt_pad_proportion=0.05135, over 7757.11 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.2949, pruned_loss=0.06574, over 2471632.55 frames. utt_duration=607.1 frames, utt_pad_proportion=0.06379, over 16325.60 utterances.], batch size: 85, lr: 3.66e-04
2022-08-26 05:51:23,189 INFO [train.py:927] (6/8) Epoch 10, batch 12500, giga_loss[loss=0.2115, simple_loss=0.2921, pruned_loss=0.06544, over 12421.00 frames. utt_duration=273.2 frames, utt_pad_proportion=0.06122, over 183.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2923, pruned_loss=0.06441, over 2471691.39 frames. utt_duration=653.1 frames, utt_pad_proportion=0.05807, over 15172.46 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2938, pruned_loss=0.05808, over 2462806.80 frames. utt_duration=1275 frames, utt_pad_proportion=0.04992, over 7737.93 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2922, pruned_loss=0.06473, over 2471982.44 frames. utt_duration=614.4 frames, utt_pad_proportion=0.05973, over 16133.08 utterances.], batch size: 183, lr: 3.66e-04
2022-08-26 05:53:08,638 INFO [train.py:927] (6/8) Epoch 10, batch 12550, giga_loss[loss=0.1914, simple_loss=0.274, pruned_loss=0.05442, over 12423.00 frames. utt_duration=802.8 frames, utt_pad_proportion=0.02808, over 62.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2934, pruned_loss=0.06482, over 2472996.43 frames. utt_duration=591.2 frames, utt_pad_proportion=0.06435, over 16775.02 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2937, pruned_loss=0.05809, over 2462892.08 frames. utt_duration=1277 frames, utt_pad_proportion=0.04936, over 7724.91 utterances.], giga_tot_loss[loss=0.2119, simple_loss=0.2934, pruned_loss=0.06515, over 2473279.45 frames. utt_duration=561.3 frames, utt_pad_proportion=0.06559, over 17671.41 utterances.], batch size: 62, lr: 3.66e-04
2022-08-26 05:54:50,340 INFO [train.py:927] (6/8) Epoch 10, batch 12600, giga_loss[loss=0.2086, simple_loss=0.3055, pruned_loss=0.05584, over 12403.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.03787, over 113.00 utterances.], tot_loss[loss=0.2124, simple_loss=0.295, pruned_loss=0.06487, over 2473727.95 frames. utt_duration=550.2 frames, utt_pad_proportion=0.06702, over 18032.68 utterances.], libri_tot_loss[loss=0.205, simple_loss=0.2937, pruned_loss=0.05816, over 2463072.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.04892, over 7717.15 utterances.], giga_tot_loss[loss=0.2126, simple_loss=0.295, pruned_loss=0.06514, over 2473924.34 frames. utt_duration=525.5 frames, utt_pad_proportion=0.06807, over 18884.64 utterances.], batch size: 113, lr: 3.66e-04
2022-08-26 05:56:30,666 INFO [train.py:927] (6/8) Epoch 10, batch 12650, giga_loss[loss=0.232, simple_loss=0.3182, pruned_loss=0.07283, over 12443.00 frames. utt_duration=475.5 frames, utt_pad_proportion=0.03558, over 105.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2944, pruned_loss=0.06357, over 2473923.88 frames. utt_duration=555.7 frames, utt_pad_proportion=0.06362, over 17854.38 utterances.], libri_tot_loss[loss=0.2055, simple_loss=0.2939, pruned_loss=0.05849, over 2463156.98 frames. utt_duration=1262 frames, utt_pad_proportion=0.05383, over 7816.11 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2942, pruned_loss=0.06369, over 2474344.91 frames. utt_duration=528.9 frames, utt_pad_proportion=0.063, over 18765.08 utterances.], batch size: 105, lr: 3.66e-04
2022-08-26 05:58:11,034 INFO [train.py:927] (6/8) Epoch 10, batch 12700, giga_loss[loss=0.2201, simple_loss=0.3055, pruned_loss=0.06731, over 12358.00 frames. utt_duration=799 frames, utt_pad_proportion=0.03273, over 62.00 utterances.], tot_loss[loss=0.2099, simple_loss=0.2936, pruned_loss=0.06311, over 2473711.21 frames. utt_duration=579.6 frames, utt_pad_proportion=0.05905, over 17116.90 utterances.], libri_tot_loss[loss=0.2059, simple_loss=0.2942, pruned_loss=0.05879, over 2463640.68 frames. utt_duration=1265 frames, utt_pad_proportion=0.05273, over 7799.66 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2932, pruned_loss=0.06307, over 2473894.09 frames. utt_duration=547.5 frames, utt_pad_proportion=0.05927, over 18122.90 utterances.], batch size: 62, lr: 3.66e-04
2022-08-26 05:59:59,068 INFO [train.py:927] (6/8) Epoch 10, batch 12750, giga_loss[loss=0.2481, simple_loss=0.3228, pruned_loss=0.08671, over 12359.00 frames. utt_duration=137.3 frames, utt_pad_proportion=0.1926, over 364.00 utterances.], tot_loss[loss=0.2118, simple_loss=0.2951, pruned_loss=0.06423, over 2474250.32 frames. utt_duration=545 frames, utt_pad_proportion=0.06008, over 18208.46 utterances.], libri_tot_loss[loss=0.206, simple_loss=0.294, pruned_loss=0.05896, over 2463745.74 frames. utt_duration=1268 frames, utt_pad_proportion=0.05199, over 7779.76 utterances.], giga_tot_loss[loss=0.2116, simple_loss=0.295, pruned_loss=0.06413, over 2474501.20 frames. utt_duration=516.7 frames, utt_pad_proportion=0.0605, over 19211.44 utterances.], batch size: 364, lr: 3.66e-04
2022-08-26 06:01:36,463 INFO [train.py:927] (6/8) Epoch 10, batch 12800, giga_loss[loss=0.2282, simple_loss=0.3175, pruned_loss=0.06946, over 12433.00 frames. utt_duration=405.8 frames, utt_pad_proportion=0.03832, over 123.00 utterances.], tot_loss[loss=0.2132, simple_loss=0.2967, pruned_loss=0.06488, over 2474155.93 frames. utt_duration=563.5 frames, utt_pad_proportion=0.057, over 17610.73 utterances.], libri_tot_loss[loss=0.2063, simple_loss=0.294, pruned_loss=0.0593, over 2463985.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.05076, over 7757.63 utterances.], giga_tot_loss[loss=0.213, simple_loss=0.2967, pruned_loss=0.06466, over 2474479.49 frames. utt_duration=528.9 frames, utt_pad_proportion=0.05804, over 18767.96 utterances.], batch size: 123, lr: 3.66e-04
2022-08-26 06:03:18,785 INFO [train.py:927] (6/8) Epoch 10, batch 12850, libri_loss[loss=0.2047, simple_loss=0.277, pruned_loss=0.0662, over 12333.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006957, over 33.00 utterances.], tot_loss[loss=0.214, simple_loss=0.2976, pruned_loss=0.0652, over 2473679.49 frames. utt_duration=557 frames, utt_pad_proportion=0.05956, over 17811.77 utterances.], libri_tot_loss[loss=0.2068, simple_loss=0.2942, pruned_loss=0.0597, over 2464090.92 frames. utt_duration=1270 frames, utt_pad_proportion=0.05042, over 7769.46 utterances.], giga_tot_loss[loss=0.2136, simple_loss=0.2975, pruned_loss=0.06484, over 2474120.01 frames. utt_duration=522 frames, utt_pad_proportion=0.06048, over 19012.09 utterances.], batch size: 33, lr: 3.66e-04
2022-08-26 06:04:57,729 INFO [train.py:927] (6/8) Epoch 10, batch 12900, giga_loss[loss=0.2145, simple_loss=0.3041, pruned_loss=0.0624, over 12406.00 frames. utt_duration=857 frames, utt_pad_proportion=0.02838, over 58.00 utterances.], tot_loss[loss=0.2133, simple_loss=0.2971, pruned_loss=0.06471, over 2473320.71 frames. utt_duration=587.7 frames, utt_pad_proportion=0.05534, over 16878.07 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2938, pruned_loss=0.05957, over 2464024.25 frames. utt_duration=1275 frames, utt_pad_proportion=0.04972, over 7740.33 utterances.], giga_tot_loss[loss=0.2133, simple_loss=0.2974, pruned_loss=0.06463, over 2473867.95 frames. utt_duration=550.4 frames, utt_pad_proportion=0.05667, over 18026.47 utterances.], batch size: 58, lr: 3.66e-04
2022-08-26 06:06:38,146 INFO [train.py:927] (6/8) Epoch 10, batch 12950, giga_loss[loss=0.1883, simple_loss=0.2697, pruned_loss=0.05342, over 12268.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.03532, over 28.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2955, pruned_loss=0.06427, over 2472955.12 frames. utt_duration=598.6 frames, utt_pad_proportion=0.05242, over 16565.66 utterances.], libri_tot_loss[loss=0.2065, simple_loss=0.2937, pruned_loss=0.05969, over 2463821.03 frames. utt_duration=1280 frames, utt_pad_proportion=0.04899, over 7706.09 utterances.], giga_tot_loss[loss=0.2122, simple_loss=0.296, pruned_loss=0.06421, over 2473780.16 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05398, over 17711.66 utterances.], batch size: 28, lr: 3.66e-04
2022-08-26 06:08:19,424 INFO [train.py:927] (6/8) Epoch 10, batch 13000, giga_loss[loss=0.196, simple_loss=0.2782, pruned_loss=0.05683, over 12403.00 frames. utt_duration=753.2 frames, utt_pad_proportion=0.02438, over 66.00 utterances.], tot_loss[loss=0.2109, simple_loss=0.2944, pruned_loss=0.06376, over 2472971.54 frames. utt_duration=574.5 frames, utt_pad_proportion=0.05651, over 17263.23 utterances.], libri_tot_loss[loss=0.207, simple_loss=0.294, pruned_loss=0.05999, over 2463769.60 frames. utt_duration=1273 frames, utt_pad_proportion=0.05036, over 7752.44 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2945, pruned_loss=0.0635, over 2473792.07 frames. utt_duration=543.6 frames, utt_pad_proportion=0.057, over 18252.77 utterances.], batch size: 66, lr: 3.66e-04
2022-08-26 06:09:58,908 INFO [train.py:927] (6/8) Epoch 10, batch 13050, giga_loss[loss=0.2241, simple_loss=0.2978, pruned_loss=0.07522, over 12306.00 frames. utt_duration=1027 frames, utt_pad_proportion=0.0329, over 48.00 utterances.], tot_loss[loss=0.2119, simple_loss=0.2964, pruned_loss=0.06375, over 2473279.47 frames. utt_duration=573.9 frames, utt_pad_proportion=0.05654, over 17283.83 utterances.], libri_tot_loss[loss=0.2083, simple_loss=0.295, pruned_loss=0.06081, over 2463976.12 frames. utt_duration=1254 frames, utt_pad_proportion=0.05565, over 7866.24 utterances.], giga_tot_loss[loss=0.2106, simple_loss=0.2955, pruned_loss=0.06286, over 2473897.78 frames. utt_duration=547.2 frames, utt_pad_proportion=0.05486, over 18133.03 utterances.], batch size: 48, lr: 3.66e-04
2022-08-26 06:11:36,394 INFO [train.py:927] (6/8) Epoch 10, batch 13100, libri_loss[loss=0.2929, simple_loss=0.3852, pruned_loss=0.1003, over 12264.00 frames. utt_duration=963.3 frames, utt_pad_proportion=0.0675, over 51.00 utterances.], tot_loss[loss=0.212, simple_loss=0.296, pruned_loss=0.06402, over 2472360.88 frames. utt_duration=593.3 frames, utt_pad_proportion=0.05288, over 16709.67 utterances.], libri_tot_loss[loss=0.2089, simple_loss=0.2957, pruned_loss=0.06109, over 2463926.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05492, over 7851.95 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2947, pruned_loss=0.0631, over 2473110.10 frames. utt_duration=563.3 frames, utt_pad_proportion=0.05194, over 17610.05 utterances.], batch size: 51, lr: 3.65e-04
2022-08-26 06:13:16,005 INFO [train.py:927] (6/8) Epoch 10, batch 13150, giga_loss[loss=0.1998, simple_loss=0.2859, pruned_loss=0.05684, over 12347.00 frames. utt_duration=510.7 frames, utt_pad_proportion=0.03278, over 97.00 utterances.], tot_loss[loss=0.2123, simple_loss=0.295, pruned_loss=0.06482, over 2472503.84 frames. utt_duration=587.6 frames, utt_pad_proportion=0.05575, over 16874.76 utterances.], libri_tot_loss[loss=0.2098, simple_loss=0.2961, pruned_loss=0.0617, over 2464113.76 frames. utt_duration=1246 frames, utt_pad_proportion=0.05853, over 7921.74 utterances.], giga_tot_loss[loss=0.2104, simple_loss=0.2935, pruned_loss=0.06365, over 2473191.89 frames. utt_duration=556.7 frames, utt_pad_proportion=0.05339, over 17816.91 utterances.], batch size: 97, lr: 3.65e-04
2022-08-26 06:14:57,008 INFO [train.py:927] (6/8) Epoch 10, batch 13200, libri_loss[loss=0.2446, simple_loss=0.3094, pruned_loss=0.08984, over 12260.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02855, over 45.00 utterances.], tot_loss[loss=0.2114, simple_loss=0.2933, pruned_loss=0.06473, over 2472518.67 frames. utt_duration=592.5 frames, utt_pad_proportion=0.05319, over 16733.49 utterances.], libri_tot_loss[loss=0.21, simple_loss=0.2959, pruned_loss=0.06206, over 2464014.87 frames. utt_duration=1252 frames, utt_pad_proportion=0.05651, over 7882.94 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2922, pruned_loss=0.06357, over 2473537.34 frames. utt_duration=553.3 frames, utt_pad_proportion=0.05215, over 17932.13 utterances.], batch size: 45, lr: 3.65e-04
2022-08-26 06:16:36,885 INFO [train.py:927] (6/8) Epoch 10, batch 13250, giga_loss[loss=0.1696, simple_loss=0.2552, pruned_loss=0.04205, over 12369.00 frames. utt_duration=545.4 frames, utt_pad_proportion=0.02789, over 91.00 utterances.], tot_loss[loss=0.209, simple_loss=0.2906, pruned_loss=0.0637, over 2473489.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.05121, over 17019.16 utterances.], libri_tot_loss[loss=0.2104, simple_loss=0.296, pruned_loss=0.06236, over 2464321.71 frames. utt_duration=1256 frames, utt_pad_proportion=0.05569, over 7859.53 utterances.], giga_tot_loss[loss=0.2073, simple_loss=0.2895, pruned_loss=0.06253, over 2474171.99 frames. utt_duration=546.5 frames, utt_pad_proportion=0.0508, over 18160.81 utterances.], batch size: 91, lr: 3.65e-04
2022-08-26 06:18:16,853 INFO [train.py:927] (6/8) Epoch 10, batch 13300, giga_loss[loss=0.2195, simple_loss=0.3025, pruned_loss=0.06826, over 12387.00 frames. utt_duration=343.4 frames, utt_pad_proportion=0.03819, over 145.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.288, pruned_loss=0.06233, over 2472961.90 frames. utt_duration=577.1 frames, utt_pad_proportion=0.05068, over 17186.56 utterances.], libri_tot_loss[loss=0.2107, simple_loss=0.2963, pruned_loss=0.06257, over 2464323.48 frames. utt_duration=1254 frames, utt_pad_proportion=0.0555, over 7867.88 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2868, pruned_loss=0.06123, over 2473575.34 frames. utt_duration=546.5 frames, utt_pad_proportion=0.05044, over 18155.65 utterances.], batch size: 145, lr: 3.65e-04
2022-08-26 06:19:56,773 INFO [train.py:927] (6/8) Epoch 10, batch 13350, giga_loss[loss=0.2089, simple_loss=0.2966, pruned_loss=0.06065, over 12391.00 frames. utt_duration=374.1 frames, utt_pad_proportion=0.04083, over 133.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2906, pruned_loss=0.06358, over 2473134.65 frames. utt_duration=575.2 frames, utt_pad_proportion=0.05168, over 17244.03 utterances.], libri_tot_loss[loss=0.2115, simple_loss=0.2968, pruned_loss=0.06306, over 2464523.64 frames. utt_duration=1242 frames, utt_pad_proportion=0.05882, over 7946.13 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2892, pruned_loss=0.06229, over 2473557.48 frames. utt_duration=549.3 frames, utt_pad_proportion=0.05021, over 18063.32 utterances.], batch size: 133, lr: 3.65e-04
2022-08-26 06:21:38,862 INFO [train.py:927] (6/8) Epoch 10, batch 13400, giga_loss[loss=0.2139, simple_loss=0.3043, pruned_loss=0.06178, over 12345.00 frames. utt_duration=707.1 frames, utt_pad_proportion=0.0301, over 70.00 utterances.], tot_loss[loss=0.2113, simple_loss=0.2933, pruned_loss=0.0646, over 2473936.62 frames. utt_duration=555.5 frames, utt_pad_proportion=0.05834, over 17862.42 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2976, pruned_loss=0.06363, over 2464882.03 frames. utt_duration=1232 frames, utt_pad_proportion=0.06208, over 8015.67 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2914, pruned_loss=0.06307, over 2474142.28 frames. utt_duration=531.8 frames, utt_pad_proportion=0.05549, over 18664.07 utterances.], batch size: 70, lr: 3.65e-04
2022-08-26 06:23:20,325 INFO [train.py:927] (6/8) Epoch 10, batch 13450, giga_loss[loss=0.3966, simple_loss=0.4192, pruned_loss=0.187, over 12403.00 frames. utt_duration=191.6 frames, utt_pad_proportion=0.1131, over 261.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2969, pruned_loss=0.06691, over 2473498.22 frames. utt_duration=558.5 frames, utt_pad_proportion=0.05657, over 17764.63 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2978, pruned_loss=0.06382, over 2464801.16 frames. utt_duration=1230 frames, utt_pad_proportion=0.06177, over 8022.06 utterances.], giga_tot_loss[loss=0.2131, simple_loss=0.2951, pruned_loss=0.06555, over 2473908.34 frames. utt_duration=534.5 frames, utt_pad_proportion=0.05445, over 18566.56 utterances.], batch size: 261, lr: 3.65e-04
2022-08-26 06:25:04,731 INFO [train.py:927] (6/8) Epoch 10, batch 13500, giga_loss[loss=0.2396, simple_loss=0.3259, pruned_loss=0.07664, over 12366.00 frames. utt_duration=619.8 frames, utt_pad_proportion=0.03464, over 80.00 utterances.], tot_loss[loss=0.22, simple_loss=0.3012, pruned_loss=0.06943, over 2473021.27 frames. utt_duration=575.3 frames, utt_pad_proportion=0.05382, over 17238.20 utterances.], libri_tot_loss[loss=0.2124, simple_loss=0.2973, pruned_loss=0.06373, over 2464629.05 frames. utt_duration=1238 frames, utt_pad_proportion=0.06021, over 7972.03 utterances.], giga_tot_loss[loss=0.2187, simple_loss=0.3002, pruned_loss=0.06856, over 2473792.32 frames. utt_duration=544.3 frames, utt_pad_proportion=0.05275, over 18230.90 utterances.], batch size: 80, lr: 3.65e-04
2022-08-26 06:26:48,295 INFO [train.py:927] (6/8) Epoch 10, batch 13550, giga_loss[loss=0.2516, simple_loss=0.3254, pruned_loss=0.08896, over 12443.00 frames. utt_duration=475.4 frames, utt_pad_proportion=0.03757, over 105.00 utterances.], tot_loss[loss=0.2285, simple_loss=0.3085, pruned_loss=0.07422, over 2473780.90 frames. utt_duration=554.7 frames, utt_pad_proportion=0.05799, over 17887.85 utterances.], libri_tot_loss[loss=0.2127, simple_loss=0.2974, pruned_loss=0.064, over 2464615.56 frames. utt_duration=1242 frames, utt_pad_proportion=0.0592, over 7948.98 utterances.], giga_tot_loss[loss=0.2273, simple_loss=0.3078, pruned_loss=0.07344, over 2474576.27 frames. utt_duration=525.1 frames, utt_pad_proportion=0.05733, over 18902.77 utterances.], batch size: 105, lr: 3.65e-04
2022-08-26 06:28:30,760 INFO [train.py:927] (6/8) Epoch 10, batch 13600, giga_loss[loss=0.3759, simple_loss=0.4165, pruned_loss=0.1677, over 12399.00 frames. utt_duration=234.3 frames, utt_pad_proportion=0.07761, over 213.00 utterances.], tot_loss[loss=0.2374, simple_loss=0.3153, pruned_loss=0.07977, over 2472870.55 frames. utt_duration=531.1 frames, utt_pad_proportion=0.06144, over 18678.48 utterances.], libri_tot_loss[loss=0.2125, simple_loss=0.297, pruned_loss=0.064, over 2464017.70 frames. utt_duration=1247 frames, utt_pad_proportion=0.05803, over 7913.34 utterances.], giga_tot_loss[loss=0.2374, simple_loss=0.3157, pruned_loss=0.07961, over 2474395.25 frames. utt_duration=498.8 frames, utt_pad_proportion=0.06115, over 19902.98 utterances.], batch size: 213, lr: 3.65e-04
2022-08-26 06:30:13,455 INFO [train.py:927] (6/8) Epoch 10, batch 13650, libri_loss[loss=0.2946, simple_loss=0.3557, pruned_loss=0.1167, over 12438.00 frames. utt_duration=402.7 frames, utt_pad_proportion=0.3727, over 124.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3187, pruned_loss=0.0832, over 2473245.60 frames. utt_duration=516.3 frames, utt_pad_proportion=0.07024, over 19214.81 utterances.], libri_tot_loss[loss=0.2133, simple_loss=0.2973, pruned_loss=0.0646, over 2464317.68 frames. utt_duration=1225 frames, utt_pad_proportion=0.06601, over 8058.33 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3193, pruned_loss=0.08309, over 2474493.54 frames. utt_duration=486 frames, utt_pad_proportion=0.06678, over 20427.99 utterances.], batch size: 124, lr: 3.65e-04
2022-08-26 06:32:02,502 INFO [train.py:927] (6/8) Epoch 10, batch 13700, giga_loss[loss=0.2526, simple_loss=0.3219, pruned_loss=0.09163, over 12469.00 frames. utt_duration=1920 frames, utt_pad_proportion=0.04008, over 26.00 utterances.], tot_loss[loss=0.2519, simple_loss=0.3252, pruned_loss=0.08929, over 2474058.38 frames. utt_duration=471.6 frames, utt_pad_proportion=0.07561, over 21048.34 utterances.], libri_tot_loss[loss=0.2137, simple_loss=0.2976, pruned_loss=0.06487, over 2464180.85 frames. utt_duration=1217 frames, utt_pad_proportion=0.06872, over 8109.56 utterances.], giga_tot_loss[loss=0.2523, simple_loss=0.3259, pruned_loss=0.08936, over 2475331.85 frames. utt_duration=447.7 frames, utt_pad_proportion=0.07203, over 22189.33 utterances.], batch size: 26, lr: 3.65e-04
2022-08-26 06:33:50,104 INFO [train.py:927] (6/8) Epoch 10, batch 13750, libri_loss[loss=0.2237, simple_loss=0.2983, pruned_loss=0.07451, over 12279.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006808, over 32.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3282, pruned_loss=0.0916, over 2474057.78 frames. utt_duration=457.9 frames, utt_pad_proportion=0.07782, over 21679.65 utterances.], libri_tot_loss[loss=0.2147, simple_loss=0.2985, pruned_loss=0.06545, over 2464230.92 frames. utt_duration=1219 frames, utt_pad_proportion=0.06776, over 8097.09 utterances.], giga_tot_loss[loss=0.2565, simple_loss=0.329, pruned_loss=0.09199, over 2475372.94 frames. utt_duration=430.6 frames, utt_pad_proportion=0.07537, over 23075.16 utterances.], batch size: 32, lr: 3.65e-04
2022-08-26 06:35:35,245 INFO [train.py:927] (6/8) Epoch 10, batch 13800, giga_loss[loss=0.2454, simple_loss=0.3223, pruned_loss=0.08423, over 12356.00 frames. utt_duration=582.8 frames, utt_pad_proportion=0.03193, over 85.00 utterances.], tot_loss[loss=0.257, simple_loss=0.3293, pruned_loss=0.09236, over 2474360.31 frames. utt_duration=467.4 frames, utt_pad_proportion=0.07287, over 21240.90 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2991, pruned_loss=0.06552, over 2464440.32 frames. utt_duration=1224 frames, utt_pad_proportion=0.0669, over 8062.48 utterances.], giga_tot_loss[loss=0.258, simple_loss=0.3299, pruned_loss=0.09308, over 2475387.01 frames. utt_duration=439.1 frames, utt_pad_proportion=0.07148, over 22626.25 utterances.], batch size: 85, lr: 3.65e-04
2022-08-26 06:37:18,607 INFO [train.py:927] (6/8) Epoch 10, batch 13850, giga_loss[loss=0.2395, simple_loss=0.3221, pruned_loss=0.07838, over 12246.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.02954, over 39.00 utterances.], tot_loss[loss=0.2576, simple_loss=0.3301, pruned_loss=0.09252, over 2474034.50 frames. utt_duration=453.3 frames, utt_pad_proportion=0.0735, over 21902.43 utterances.], libri_tot_loss[loss=0.2151, simple_loss=0.2989, pruned_loss=0.06561, over 2464190.99 frames. utt_duration=1228 frames, utt_pad_proportion=0.06592, over 8034.43 utterances.], giga_tot_loss[loss=0.2591, simple_loss=0.3312, pruned_loss=0.0935, over 2475248.06 frames. utt_duration=427 frames, utt_pad_proportion=0.07271, over 23264.75 utterances.], batch size: 39, lr: 3.65e-04
2022-08-26 06:39:05,463 INFO [train.py:927] (6/8) Epoch 10, batch 13900, giga_loss[loss=0.2124, simple_loss=0.3022, pruned_loss=0.06136, over 12243.00 frames. utt_duration=1885 frames, utt_pad_proportion=0.05179, over 26.00 utterances.], tot_loss[loss=0.2557, simple_loss=0.3287, pruned_loss=0.09131, over 2473923.89 frames. utt_duration=465.1 frames, utt_pad_proportion=0.07531, over 21342.58 utterances.], libri_tot_loss[loss=0.2161, simple_loss=0.2995, pruned_loss=0.06638, over 2464619.46 frames. utt_duration=1226 frames, utt_pad_proportion=0.06507, over 8051.08 utterances.], giga_tot_loss[loss=0.2579, simple_loss=0.3305, pruned_loss=0.09261, over 2474952.74 frames. utt_duration=431 frames, utt_pad_proportion=0.07497, over 23049.46 utterances.], batch size: 26, lr: 3.65e-04
2022-08-26 06:40:53,127 INFO [train.py:927] (6/8) Epoch 10, batch 13950, giga_loss[loss=0.221, simple_loss=0.3038, pruned_loss=0.06914, over 12356.00 frames. utt_duration=798.5 frames, utt_pad_proportion=0.03208, over 62.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3288, pruned_loss=0.0903, over 2474006.43 frames. utt_duration=440 frames, utt_pad_proportion=0.08385, over 22567.57 utterances.], libri_tot_loss[loss=0.2167, simple_loss=0.2999, pruned_loss=0.06678, over 2464757.86 frames. utt_duration=1214 frames, utt_pad_proportion=0.06899, over 8128.17 utterances.], giga_tot_loss[loss=0.2563, simple_loss=0.3302, pruned_loss=0.0912, over 2474778.30 frames. utt_duration=414.5 frames, utt_pad_proportion=0.08206, over 23965.54 utterances.], batch size: 62, lr: 3.65e-04
2022-08-26 06:42:38,946 INFO [train.py:927] (6/8) Epoch 10, batch 14000, giga_loss[loss=0.2424, simple_loss=0.316, pruned_loss=0.08438, over 12392.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02637, over 91.00 utterances.], tot_loss[loss=0.2511, simple_loss=0.3264, pruned_loss=0.08787, over 2474313.85 frames. utt_duration=447.2 frames, utt_pad_proportion=0.07777, over 22204.10 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3001, pruned_loss=0.06687, over 2464685.90 frames. utt_duration=1216 frames, utt_pad_proportion=0.06823, over 8117.36 utterances.], giga_tot_loss[loss=0.2526, simple_loss=0.3277, pruned_loss=0.08878, over 2475096.33 frames. utt_duration=422.9 frames, utt_pad_proportion=0.07693, over 23492.46 utterances.], batch size: 91, lr: 3.65e-04
2022-08-26 06:44:21,951 INFO [train.py:927] (6/8) Epoch 10, batch 14050, giga_loss[loss=0.2988, simple_loss=0.3497, pruned_loss=0.124, over 12344.00 frames. utt_duration=136.7 frames, utt_pad_proportion=0.196, over 365.00 utterances.], tot_loss[loss=0.2505, simple_loss=0.3253, pruned_loss=0.08783, over 2475096.00 frames. utt_duration=426.9 frames, utt_pad_proportion=0.08392, over 23271.07 utterances.], libri_tot_loss[loss=0.2169, simple_loss=0.3001, pruned_loss=0.06688, over 2464843.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.06804, over 8118.24 utterances.], giga_tot_loss[loss=0.252, simple_loss=0.3266, pruned_loss=0.08875, over 2475658.32 frames. utt_duration=406.9 frames, utt_pad_proportion=0.08311, over 24425.47 utterances.], batch size: 365, lr: 3.65e-04
2022-08-26 06:46:16,925 INFO [train.py:927] (6/8) Epoch 10, batch 14100, giga_loss[loss=0.2492, simple_loss=0.3432, pruned_loss=0.07757, over 12400.00 frames. utt_duration=272.3 frames, utt_pad_proportion=0.06437, over 183.00 utterances.], tot_loss[loss=0.2478, simple_loss=0.3242, pruned_loss=0.08569, over 2474905.09 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07915, over 22278.86 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.3002, pruned_loss=0.06698, over 2464905.83 frames. utt_duration=1213 frames, utt_pad_proportion=0.06817, over 8135.94 utterances.], giga_tot_loss[loss=0.2491, simple_loss=0.3253, pruned_loss=0.0865, over 2475385.36 frames. utt_duration=426.4 frames, utt_pad_proportion=0.0787, over 23303.09 utterances.], batch size: 183, lr: 3.65e-04
2022-08-26 06:48:04,167 INFO [train.py:927] (6/8) Epoch 10, batch 14150, libri_loss[loss=0.2, simple_loss=0.2821, pruned_loss=0.05892, over 12413.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005543, over 31.00 utterances.], tot_loss[loss=0.2462, simple_loss=0.324, pruned_loss=0.08419, over 2474852.40 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07893, over 22085.96 utterances.], libri_tot_loss[loss=0.2166, simple_loss=0.2996, pruned_loss=0.06684, over 2464875.18 frames. utt_duration=1220 frames, utt_pad_proportion=0.067, over 8092.97 utterances.], giga_tot_loss[loss=0.2484, simple_loss=0.326, pruned_loss=0.08538, over 2475510.42 frames. utt_duration=426.7 frames, utt_pad_proportion=0.07907, over 23284.88 utterances.], batch size: 31, lr: 3.65e-04
2022-08-26 06:49:49,492 INFO [train.py:927] (6/8) Epoch 10, batch 14200, giga_loss[loss=0.302, simple_loss=0.3536, pruned_loss=0.1252, over 12400.00 frames. utt_duration=194.5 frames, utt_pad_proportion=0.09973, over 257.00 utterances.], tot_loss[loss=0.2461, simple_loss=0.3235, pruned_loss=0.08435, over 2475241.29 frames. utt_duration=452.8 frames, utt_pad_proportion=0.08072, over 21935.81 utterances.], libri_tot_loss[loss=0.217, simple_loss=0.2999, pruned_loss=0.06708, over 2465036.99 frames. utt_duration=1209 frames, utt_pad_proportion=0.07052, over 8162.62 utterances.], giga_tot_loss[loss=0.2482, simple_loss=0.3254, pruned_loss=0.08548, over 2475838.93 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07984, over 23145.25 utterances.], batch size: 257, lr: 3.65e-04
2022-08-26 06:51:37,573 INFO [train.py:927] (6/8) Epoch 10, batch 14250, giga_loss[loss=0.248, simple_loss=0.3242, pruned_loss=0.08595, over 12399.00 frames. utt_duration=309.5 frames, utt_pad_proportion=0.05058, over 161.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3217, pruned_loss=0.08415, over 2475274.88 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07689, over 21319.70 utterances.], libri_tot_loss[loss=0.2173, simple_loss=0.3001, pruned_loss=0.06726, over 2465355.70 frames. utt_duration=1211 frames, utt_pad_proportion=0.06979, over 8154.14 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3233, pruned_loss=0.08512, over 2475594.78 frames. utt_duration=442.2 frames, utt_pad_proportion=0.07662, over 22465.54 utterances.], batch size: 161, lr: 3.65e-04
2022-08-26 06:53:25,063 INFO [train.py:927] (6/8) Epoch 10, batch 14300, giga_loss[loss=0.2226, simple_loss=0.3126, pruned_loss=0.06629, over 12381.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03757, over 113.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3203, pruned_loss=0.08306, over 2475208.45 frames. utt_duration=466.7 frames, utt_pad_proportion=0.0746, over 21281.55 utterances.], libri_tot_loss[loss=0.2175, simple_loss=0.3, pruned_loss=0.06749, over 2465332.74 frames. utt_duration=1208 frames, utt_pad_proportion=0.07261, over 8174.70 utterances.], giga_tot_loss[loss=0.2452, simple_loss=0.3223, pruned_loss=0.08408, over 2475759.71 frames. utt_duration=440.5 frames, utt_pad_proportion=0.07362, over 22556.48 utterances.], batch size: 113, lr: 3.65e-04
2022-08-26 06:55:08,465 INFO [train.py:927] (6/8) Epoch 10, batch 14350, giga_loss[loss=0.2765, simple_loss=0.334, pruned_loss=0.1095, over 12394.00 frames. utt_duration=193.6 frames, utt_pad_proportion=0.1039, over 258.00 utterances.], tot_loss[loss=0.2401, simple_loss=0.3185, pruned_loss=0.08086, over 2474834.84 frames. utt_duration=492.8 frames, utt_pad_proportion=0.06873, over 20147.53 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2997, pruned_loss=0.06751, over 2465049.39 frames. utt_duration=1210 frames, utt_pad_proportion=0.0719, over 8156.50 utterances.], giga_tot_loss[loss=0.2422, simple_loss=0.3206, pruned_loss=0.08189, over 2475670.55 frames. utt_duration=464.4 frames, utt_pad_proportion=0.06846, over 21389.99 utterances.], batch size: 258, lr: 3.65e-04
2022-08-26 06:56:54,238 INFO [train.py:927] (6/8) Epoch 10, batch 14400, giga_loss[loss=0.2318, simple_loss=0.3094, pruned_loss=0.07715, over 12400.00 frames. utt_duration=512.8 frames, utt_pad_proportion=0.02878, over 97.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.3164, pruned_loss=0.08025, over 2473893.27 frames. utt_duration=496.5 frames, utt_pad_proportion=0.06941, over 19988.55 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2997, pruned_loss=0.06759, over 2464889.03 frames. utt_duration=1212 frames, utt_pad_proportion=0.07086, over 8143.43 utterances.], giga_tot_loss[loss=0.2404, simple_loss=0.3184, pruned_loss=0.08122, over 2474874.60 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06949, over 21192.03 utterances.], batch size: 97, lr: 3.65e-04
2022-08-26 06:58:38,945 INFO [train.py:927] (6/8) Epoch 10, batch 14450, giga_loss[loss=0.2381, simple_loss=0.3201, pruned_loss=0.07806, over 12350.00 frames. utt_duration=970 frames, utt_pad_proportion=0.03, over 51.00 utterances.], tot_loss[loss=0.2385, simple_loss=0.3155, pruned_loss=0.08079, over 2473886.48 frames. utt_duration=494.1 frames, utt_pad_proportion=0.0672, over 20087.89 utterances.], libri_tot_loss[loss=0.2174, simple_loss=0.2994, pruned_loss=0.06767, over 2464907.26 frames. utt_duration=1217 frames, utt_pad_proportion=0.06985, over 8109.79 utterances.], giga_tot_loss[loss=0.2405, simple_loss=0.3176, pruned_loss=0.08171, over 2474819.06 frames. utt_duration=466.6 frames, utt_pad_proportion=0.06767, over 21279.94 utterances.], batch size: 51, lr: 3.64e-04
2022-08-26 07:00:22,235 INFO [train.py:927] (6/8) Epoch 10, batch 14500, giga_loss[loss=0.2711, simple_loss=0.3386, pruned_loss=0.1018, over 12407.00 frames. utt_duration=307.6 frames, utt_pad_proportion=0.05639, over 162.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.315, pruned_loss=0.08155, over 2474065.16 frames. utt_duration=475.6 frames, utt_pad_proportion=0.06674, over 20873.06 utterances.], libri_tot_loss[loss=0.2171, simple_loss=0.299, pruned_loss=0.06759, over 2464673.98 frames. utt_duration=1224 frames, utt_pad_proportion=0.06884, over 8061.49 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08266, over 2475224.42 frames. utt_duration=448.6 frames, utt_pad_proportion=0.06746, over 22143.00 utterances.], batch size: 162, lr: 3.64e-04
2022-08-26 07:02:04,849 INFO [train.py:927] (6/8) Epoch 10, batch 14550, giga_loss[loss=0.2178, simple_loss=0.3065, pruned_loss=0.06453, over 12210.00 frames. utt_duration=1745 frames, utt_pad_proportion=0.03992, over 28.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3157, pruned_loss=0.08183, over 2473909.15 frames. utt_duration=470 frames, utt_pad_proportion=0.06938, over 21120.77 utterances.], libri_tot_loss[loss=0.2177, simple_loss=0.2995, pruned_loss=0.06799, over 2464865.74 frames. utt_duration=1226 frames, utt_pad_proportion=0.06748, over 8052.06 utterances.], giga_tot_loss[loss=0.2414, simple_loss=0.3175, pruned_loss=0.08267, over 2474858.56 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07025, over 22424.94 utterances.], batch size: 28, lr: 3.64e-04
2022-08-26 07:03:46,294 INFO [train.py:927] (6/8) Epoch 10, batch 14600, giga_loss[loss=0.2129, simple_loss=0.2976, pruned_loss=0.06411, over 12318.00 frames. utt_duration=748 frames, utt_pad_proportion=0.02989, over 66.00 utterances.], tot_loss[loss=0.2384, simple_loss=0.315, pruned_loss=0.08087, over 2474033.09 frames. utt_duration=472 frames, utt_pad_proportion=0.07316, over 21031.83 utterances.], libri_tot_loss[loss=0.2181, simple_loss=0.2995, pruned_loss=0.06834, over 2465111.71 frames. utt_duration=1219 frames, utt_pad_proportion=0.07059, over 8100.02 utterances.], giga_tot_loss[loss=0.24, simple_loss=0.3169, pruned_loss=0.08158, over 2474824.05 frames. utt_duration=443.8 frames, utt_pad_proportion=0.07265, over 22380.32 utterances.], batch size: 66, lr: 3.64e-04
2022-08-26 07:05:30,609 INFO [train.py:927] (6/8) Epoch 10, batch 14650, libri_loss[loss=0.2095, simple_loss=0.2867, pruned_loss=0.06611, over 12338.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006495, over 33.00 utterances.], tot_loss[loss=0.2376, simple_loss=0.3146, pruned_loss=0.08028, over 2474484.49 frames. utt_duration=488 frames, utt_pad_proportion=0.07306, over 20344.89 utterances.], libri_tot_loss[loss=0.2186, simple_loss=0.2998, pruned_loss=0.06872, over 2465468.01 frames. utt_duration=1220 frames, utt_pad_proportion=0.06917, over 8092.87 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3163, pruned_loss=0.08083, over 2475051.60 frames. utt_duration=456 frames, utt_pad_proportion=0.07318, over 21780.59 utterances.], batch size: 33, lr: 3.64e-04
2022-08-26 07:07:14,324 INFO [train.py:927] (6/8) Epoch 10, batch 14700, giga_loss[loss=0.2116, simple_loss=0.3004, pruned_loss=0.06135, over 12383.00 frames. utt_duration=512 frames, utt_pad_proportion=0.03028, over 97.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3157, pruned_loss=0.08217, over 2474341.66 frames. utt_duration=479.5 frames, utt_pad_proportion=0.07548, over 20701.98 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2998, pruned_loss=0.06888, over 2466061.51 frames. utt_duration=1224 frames, utt_pad_proportion=0.06751, over 8067.88 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3176, pruned_loss=0.08287, over 2474553.13 frames. utt_duration=446 frames, utt_pad_proportion=0.07602, over 22265.01 utterances.], batch size: 97, lr: 3.64e-04
2022-08-26 07:09:03,706 INFO [train.py:927] (6/8) Epoch 10, batch 14750, giga_loss[loss=0.2274, simple_loss=0.3107, pruned_loss=0.07207, over 12367.00 frames. utt_duration=373.4 frames, utt_pad_proportion=0.04257, over 133.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3154, pruned_loss=0.08225, over 2474309.75 frames. utt_duration=488.9 frames, utt_pad_proportion=0.07124, over 20303.08 utterances.], libri_tot_loss[loss=0.2185, simple_loss=0.2995, pruned_loss=0.06874, over 2466074.99 frames. utt_duration=1228 frames, utt_pad_proportion=0.06678, over 8044.95 utterances.], giga_tot_loss[loss=0.2418, simple_loss=0.3173, pruned_loss=0.0831, over 2474573.17 frames. utt_duration=457.1 frames, utt_pad_proportion=0.07219, over 21724.96 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:10:46,867 INFO [train.py:927] (6/8) Epoch 10, batch 14800, giga_loss[loss=0.2449, simple_loss=0.3222, pruned_loss=0.08381, over 12443.00 frames. utt_duration=475.6 frames, utt_pad_proportion=0.03533, over 105.00 utterances.], tot_loss[loss=0.238, simple_loss=0.3135, pruned_loss=0.08121, over 2473941.96 frames. utt_duration=494.3 frames, utt_pad_proportion=0.0722, over 20079.79 utterances.], libri_tot_loss[loss=0.2187, simple_loss=0.2996, pruned_loss=0.06893, over 2466313.15 frames. utt_duration=1216 frames, utt_pad_proportion=0.07034, over 8121.77 utterances.], giga_tot_loss[loss=0.2398, simple_loss=0.3154, pruned_loss=0.08207, over 2474133.21 frames. utt_duration=462.5 frames, utt_pad_proportion=0.07176, over 21465.88 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:12:29,700 INFO [train.py:927] (6/8) Epoch 10, batch 14850, giga_loss[loss=0.1976, simple_loss=0.2929, pruned_loss=0.05116, over 12340.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03254, over 51.00 utterances.], tot_loss[loss=0.2375, simple_loss=0.314, pruned_loss=0.08044, over 2474448.34 frames. utt_duration=485.5 frames, utt_pad_proportion=0.07409, over 20449.07 utterances.], libri_tot_loss[loss=0.2188, simple_loss=0.2996, pruned_loss=0.06898, over 2466505.19 frames. utt_duration=1219 frames, utt_pad_proportion=0.0693, over 8103.49 utterances.], giga_tot_loss[loss=0.2392, simple_loss=0.3158, pruned_loss=0.08129, over 2474547.60 frames. utt_duration=455.7 frames, utt_pad_proportion=0.07402, over 21790.44 utterances.], batch size: 51, lr: 3.64e-04
2022-08-26 07:14:15,240 INFO [train.py:927] (6/8) Epoch 10, batch 14900, giga_loss[loss=0.2557, simple_loss=0.3198, pruned_loss=0.09581, over 12385.00 frames. utt_duration=272.1 frames, utt_pad_proportion=0.06482, over 183.00 utterances.], tot_loss[loss=0.2366, simple_loss=0.3133, pruned_loss=0.07996, over 2474621.22 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07147, over 20898.40 utterances.], libri_tot_loss[loss=0.2194, simple_loss=0.3001, pruned_loss=0.06938, over 2466744.92 frames. utt_duration=1216 frames, utt_pad_proportion=0.06937, over 8120.98 utterances.], giga_tot_loss[loss=0.2376, simple_loss=0.3144, pruned_loss=0.08043, over 2474589.13 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07153, over 22104.35 utterances.], batch size: 183, lr: 3.64e-04
2022-08-26 07:15:58,106 INFO [train.py:927] (6/8) Epoch 10, batch 14950, giga_loss[loss=0.2436, simple_loss=0.3239, pruned_loss=0.08171, over 12332.00 frames. utt_duration=581.6 frames, utt_pad_proportion=0.03228, over 85.00 utterances.], tot_loss[loss=0.2391, simple_loss=0.3151, pruned_loss=0.0815, over 2474359.00 frames. utt_duration=479.8 frames, utt_pad_proportion=0.07117, over 20691.88 utterances.], libri_tot_loss[loss=0.2195, simple_loss=0.3001, pruned_loss=0.06942, over 2466450.53 frames. utt_duration=1219 frames, utt_pad_proportion=0.06811, over 8104.79 utterances.], giga_tot_loss[loss=0.2403, simple_loss=0.3163, pruned_loss=0.08212, over 2474797.23 frames. utt_duration=451.4 frames, utt_pad_proportion=0.07165, over 22003.14 utterances.], batch size: 85, lr: 3.64e-04
2022-08-26 07:17:44,765 INFO [train.py:927] (6/8) Epoch 10, batch 15000, giga_loss[loss=0.2456, simple_loss=0.3287, pruned_loss=0.0812, over 12429.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03643, over 105.00 utterances.], tot_loss[loss=0.241, simple_loss=0.3188, pruned_loss=0.08161, over 2474464.19 frames. utt_duration=495.5 frames, utt_pad_proportion=0.06625, over 20036.11 utterances.], libri_tot_loss[loss=0.2198, simple_loss=0.3003, pruned_loss=0.06965, over 2466478.93 frames. utt_duration=1220 frames, utt_pad_proportion=0.0676, over 8097.74 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.3198, pruned_loss=0.08199, over 2474860.32 frames. utt_duration=468.7 frames, utt_pad_proportion=0.06708, over 21188.69 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:17:44,766 INFO [train.py:958] (6/8) Computing validation loss
2022-08-26 07:17:58,840 INFO [train.py:967] (6/8) Epoch 10, validation: loss=0.1773, simple_loss=0.288, pruned_loss=0.03327, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 07:19:41,523 INFO [train.py:927] (6/8) Epoch 10, batch 15050, giga_loss[loss=0.2401, simple_loss=0.3185, pruned_loss=0.08079, over 12439.00 frames. utt_duration=375.5 frames, utt_pad_proportion=0.03729, over 133.00 utterances.], tot_loss[loss=0.2421, simple_loss=0.3199, pruned_loss=0.08216, over 2475323.91 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06524, over 20252.74 utterances.], libri_tot_loss[loss=0.2196, simple_loss=0.3, pruned_loss=0.06958, over 2466673.14 frames. utt_duration=1223 frames, utt_pad_proportion=0.0669, over 8077.37 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3212, pruned_loss=0.0827, over 2475569.06 frames. utt_duration=465.3 frames, utt_pad_proportion=0.06616, over 21347.76 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:21:26,126 INFO [train.py:927] (6/8) Epoch 10, batch 15100, giga_loss[loss=0.2283, simple_loss=0.3033, pruned_loss=0.07665, over 12425.00 frames. utt_duration=474.8 frames, utt_pad_proportion=0.03892, over 105.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3204, pruned_loss=0.08432, over 2474255.91 frames. utt_duration=458.9 frames, utt_pad_proportion=0.078, over 21636.90 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.3002, pruned_loss=0.06992, over 2466418.68 frames. utt_duration=1226 frames, utt_pad_proportion=0.06508, over 8054.33 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3222, pruned_loss=0.08508, over 2475108.23 frames. utt_duration=429.1 frames, utt_pad_proportion=0.07872, over 23148.73 utterances.], batch size: 105, lr: 3.64e-04
2022-08-26 07:23:13,050 INFO [train.py:927] (6/8) Epoch 10, batch 15150, giga_loss[loss=0.2723, simple_loss=0.337, pruned_loss=0.1038, over 12417.00 frames. utt_duration=375 frames, utt_pad_proportion=0.03844, over 133.00 utterances.], tot_loss[loss=0.245, simple_loss=0.3203, pruned_loss=0.08483, over 2474767.35 frames. utt_duration=457.6 frames, utt_pad_proportion=0.07339, over 21701.53 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3002, pruned_loss=0.07009, over 2466542.41 frames. utt_duration=1228 frames, utt_pad_proportion=0.06414, over 8041.35 utterances.], giga_tot_loss[loss=0.2465, simple_loss=0.3221, pruned_loss=0.08552, over 2475461.05 frames. utt_duration=429.3 frames, utt_pad_proportion=0.07459, over 23141.90 utterances.], batch size: 133, lr: 3.64e-04
2022-08-26 07:24:55,048 INFO [train.py:927] (6/8) Epoch 10, batch 15200, giga_loss[loss=0.2099, simple_loss=0.2978, pruned_loss=0.06101, over 12385.00 frames. utt_duration=800.4 frames, utt_pad_proportion=0.03097, over 62.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3183, pruned_loss=0.0838, over 2474447.77 frames. utt_duration=466.4 frames, utt_pad_proportion=0.07436, over 21289.55 utterances.], libri_tot_loss[loss=0.2202, simple_loss=0.3002, pruned_loss=0.0701, over 2466656.69 frames. utt_duration=1230 frames, utt_pad_proportion=0.06391, over 8033.15 utterances.], giga_tot_loss[loss=0.2443, simple_loss=0.3198, pruned_loss=0.0844, over 2474933.02 frames. utt_duration=441.9 frames, utt_pad_proportion=0.07535, over 22476.54 utterances.], batch size: 62, lr: 3.64e-04
2022-08-26 07:26:40,230 INFO [train.py:927] (6/8) Epoch 10, batch 15250, giga_loss[loss=0.206, simple_loss=0.2849, pruned_loss=0.0635, over 12402.00 frames. utt_duration=546.6 frames, utt_pad_proportion=0.02562, over 91.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3171, pruned_loss=0.08341, over 2474565.53 frames. utt_duration=464.5 frames, utt_pad_proportion=0.07704, over 21375.19 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2999, pruned_loss=0.07003, over 2466835.32 frames. utt_duration=1232 frames, utt_pad_proportion=0.06326, over 8020.60 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.319, pruned_loss=0.08431, over 2475015.41 frames. utt_duration=437.6 frames, utt_pad_proportion=0.078, over 22697.23 utterances.], batch size: 91, lr: 3.64e-04
2022-08-26 07:28:25,230 INFO [train.py:927] (6/8) Epoch 10, batch 15300, giga_loss[loss=0.2126, simple_loss=0.292, pruned_loss=0.06664, over 12318.00 frames. utt_duration=1096 frames, utt_pad_proportion=0.02631, over 45.00 utterances.], tot_loss[loss=0.2397, simple_loss=0.3151, pruned_loss=0.08211, over 2474084.71 frames. utt_duration=482.3 frames, utt_pad_proportion=0.07509, over 20580.24 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2999, pruned_loss=0.07004, over 2467029.22 frames. utt_duration=1231 frames, utt_pad_proportion=0.06267, over 8027.10 utterances.], giga_tot_loss[loss=0.2415, simple_loss=0.3169, pruned_loss=0.08303, over 2474407.53 frames. utt_duration=454.5 frames, utt_pad_proportion=0.0763, over 21848.81 utterances.], batch size: 45, lr: 3.64e-04
2022-08-26 07:30:08,955 INFO [train.py:927] (6/8) Epoch 10, batch 15350, libri_loss[loss=0.1869, simple_loss=0.2626, pruned_loss=0.05564, over 12408.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008283, over 30.00 utterances.], tot_loss[loss=0.2408, simple_loss=0.3163, pruned_loss=0.08262, over 2474030.61 frames. utt_duration=481.3 frames, utt_pad_proportion=0.0774, over 20624.30 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2997, pruned_loss=0.07011, over 2467182.07 frames. utt_duration=1237 frames, utt_pad_proportion=0.06155, over 7988.84 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3183, pruned_loss=0.08357, over 2474290.59 frames. utt_duration=452.1 frames, utt_pad_proportion=0.07872, over 21963.19 utterances.], batch size: 30, lr: 3.64e-04
2022-08-26 07:31:55,314 INFO [train.py:927] (6/8) Epoch 10, batch 15400, giga_loss[loss=0.2277, simple_loss=0.3143, pruned_loss=0.07057, over 12355.00 frames. utt_duration=582.7 frames, utt_pad_proportion=0.03203, over 85.00 utterances.], tot_loss[loss=0.2411, simple_loss=0.3175, pruned_loss=0.08232, over 2474182.73 frames. utt_duration=475 frames, utt_pad_proportion=0.07546, over 20899.37 utterances.], libri_tot_loss[loss=0.22, simple_loss=0.2997, pruned_loss=0.07011, over 2467182.07 frames. utt_duration=1237 frames, utt_pad_proportion=0.06155, over 7988.84 utterances.], giga_tot_loss[loss=0.2426, simple_loss=0.3191, pruned_loss=0.08306, over 2474385.08 frames. utt_duration=452.6 frames, utt_pad_proportion=0.07658, over 21941.45 utterances.], batch size: 85, lr: 3.64e-04
2022-08-26 07:33:41,074 INFO [train.py:927] (6/8) Epoch 10, batch 15450, giga_loss[loss=0.2988, simple_loss=0.3505, pruned_loss=0.1235, over 12423.00 frames. utt_duration=341.9 frames, utt_pad_proportion=0.04217, over 146.00 utterances.], tot_loss[loss=0.2406, simple_loss=0.3187, pruned_loss=0.08121, over 2474627.03 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07556, over 20499.92 utterances.], libri_tot_loss[loss=0.2199, simple_loss=0.2997, pruned_loss=0.07008, over 2467306.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.06131, over 7983.90 utterances.], giga_tot_loss[loss=0.2419, simple_loss=0.32, pruned_loss=0.08186, over 2474715.47 frames. utt_duration=464.7 frames, utt_pad_proportion=0.07655, over 21369.77 utterances.], batch size: 146, lr: 3.64e-04
2022-08-26 07:35:23,617 INFO [train.py:927] (6/8) Epoch 10, batch 15500, giga_loss[loss=0.1963, simple_loss=0.2845, pruned_loss=0.05408, over 12360.00 frames. utt_duration=1903 frames, utt_pad_proportion=0.04755, over 26.00 utterances.], tot_loss[loss=0.2443, simple_loss=0.3214, pruned_loss=0.08356, over 2475317.03 frames. utt_duration=489.3 frames, utt_pad_proportion=0.07388, over 20298.72 utterances.], libri_tot_loss[loss=0.2203, simple_loss=0.3001, pruned_loss=0.07027, over 2467477.62 frames. utt_duration=1241 frames, utt_pad_proportion=0.06035, over 7965.23 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3228, pruned_loss=0.08436, over 2475509.31 frames. utt_duration=462.7 frames, utt_pad_proportion=0.07526, over 21468.07 utterances.], batch size: 26, lr: 3.64e-04
2022-08-26 07:37:07,808 INFO [train.py:927] (6/8) Epoch 10, batch 15550, giga_loss[loss=0.2263, simple_loss=0.3131, pruned_loss=0.06973, over 12468.00 frames. utt_duration=666.5 frames, utt_pad_proportion=0.02987, over 75.00 utterances.], tot_loss[loss=0.247, simple_loss=0.3232, pruned_loss=0.08547, over 2476400.82 frames. utt_duration=469 frames, utt_pad_proportion=0.07547, over 21186.29 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.3004, pruned_loss=0.07048, over 2467722.30 frames. utt_duration=1240 frames, utt_pad_proportion=0.05966, over 7969.71 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3243, pruned_loss=0.0861, over 2476447.80 frames. utt_duration=446.3 frames, utt_pad_proportion=0.07672, over 22269.13 utterances.], batch size: 75, lr: 3.64e-04
2022-08-26 07:38:49,736 INFO [train.py:927] (6/8) Epoch 10, batch 15600, giga_loss[loss=0.2066, simple_loss=0.3097, pruned_loss=0.05176, over 12390.00 frames. utt_duration=709.5 frames, utt_pad_proportion=0.02677, over 70.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3226, pruned_loss=0.0834, over 2475987.73 frames. utt_duration=489.4 frames, utt_pad_proportion=0.07385, over 20299.03 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.301, pruned_loss=0.07094, over 2467746.38 frames. utt_duration=1241 frames, utt_pad_proportion=0.05854, over 7966.61 utterances.], giga_tot_loss[loss=0.2457, simple_loss=0.3237, pruned_loss=0.08388, over 2476226.96 frames. utt_duration=461.9 frames, utt_pad_proportion=0.0755, over 21512.25 utterances.], batch size: 70, lr: 3.64e-04
2022-08-26 07:40:33,246 INFO [train.py:927] (6/8) Epoch 10, batch 15650, giga_loss[loss=0.2477, simple_loss=0.3268, pruned_loss=0.08434, over 12394.00 frames. utt_duration=512.6 frames, utt_pad_proportion=0.02907, over 97.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3227, pruned_loss=0.08327, over 2475653.03 frames. utt_duration=475.1 frames, utt_pad_proportion=0.07833, over 20906.96 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.301, pruned_loss=0.07093, over 2467561.17 frames. utt_duration=1239 frames, utt_pad_proportion=0.0584, over 7974.02 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3239, pruned_loss=0.08386, over 2476138.36 frames. utt_duration=450 frames, utt_pad_proportion=0.07956, over 22082.80 utterances.], batch size: 97, lr: 3.64e-04
2022-08-26 07:42:18,592 INFO [train.py:927] (6/8) Epoch 10, batch 15700, libri_loss[loss=0.2069, simple_loss=0.288, pruned_loss=0.06294, over 12393.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005871, over 31.00 utterances.], tot_loss[loss=0.2442, simple_loss=0.3217, pruned_loss=0.08341, over 2475563.70 frames. utt_duration=467.1 frames, utt_pad_proportion=0.08518, over 21266.31 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3012, pruned_loss=0.07093, over 2467812.74 frames. utt_duration=1231 frames, utt_pad_proportion=0.06237, over 8027.91 utterances.], giga_tot_loss[loss=0.2455, simple_loss=0.3229, pruned_loss=0.08411, over 2475871.04 frames. utt_duration=443.8 frames, utt_pad_proportion=0.08488, over 22390.37 utterances.], batch size: 31, lr: 3.64e-04
2022-08-26 07:44:03,328 INFO [train.py:927] (6/8) Epoch 10, batch 15750, giga_loss[loss=0.2389, simple_loss=0.3189, pruned_loss=0.0795, over 12440.00 frames. utt_duration=372.9 frames, utt_pad_proportion=0.04397, over 134.00 utterances.], tot_loss[loss=0.2432, simple_loss=0.3199, pruned_loss=0.08329, over 2475187.18 frames. utt_duration=446 frames, utt_pad_proportion=0.08881, over 22271.87 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.3012, pruned_loss=0.07091, over 2467860.87 frames. utt_duration=1234 frames, utt_pad_proportion=0.06168, over 8010.54 utterances.], giga_tot_loss[loss=0.2446, simple_loss=0.321, pruned_loss=0.08404, over 2475506.28 frames. utt_duration=425.4 frames, utt_pad_proportion=0.08874, over 23359.80 utterances.], batch size: 134, lr: 3.64e-04
2022-08-26 07:45:46,130 INFO [train.py:927] (6/8) Epoch 10, batch 15800, giga_loss[loss=0.267, simple_loss=0.333, pruned_loss=0.1005, over 12398.00 frames. utt_duration=341.3 frames, utt_pad_proportion=0.04395, over 146.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3184, pruned_loss=0.08318, over 2475266.35 frames. utt_duration=451.5 frames, utt_pad_proportion=0.08704, over 22002.07 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.3014, pruned_loss=0.07105, over 2468117.47 frames. utt_duration=1234 frames, utt_pad_proportion=0.06143, over 8007.47 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3196, pruned_loss=0.08392, over 2475453.05 frames. utt_duration=428.6 frames, utt_pad_proportion=0.08731, over 23182.74 utterances.], batch size: 146, lr: 3.64e-04
2022-08-26 07:47:29,577 INFO [train.py:927] (6/8) Epoch 10, batch 15850, giga_loss[loss=0.209, simple_loss=0.2977, pruned_loss=0.06011, over 12473.00 frames. utt_duration=666.6 frames, utt_pad_proportion=0.02969, over 75.00 utterances.], tot_loss[loss=0.24, simple_loss=0.3171, pruned_loss=0.08146, over 2474507.32 frames. utt_duration=453.8 frames, utt_pad_proportion=0.08021, over 21885.02 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3015, pruned_loss=0.07109, over 2468417.71 frames. utt_duration=1232 frames, utt_pad_proportion=0.06156, over 8027.25 utterances.], giga_tot_loss[loss=0.2413, simple_loss=0.3182, pruned_loss=0.08217, over 2474471.05 frames. utt_duration=432.1 frames, utt_pad_proportion=0.08082, over 22984.95 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 07:49:10,814 INFO [train.py:927] (6/8) Epoch 10, batch 15900, giga_loss[loss=0.2772, simple_loss=0.3528, pruned_loss=0.1008, over 12439.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03567, over 123.00 utterances.], tot_loss[loss=0.2359, simple_loss=0.314, pruned_loss=0.07894, over 2474776.48 frames. utt_duration=476.3 frames, utt_pad_proportion=0.07362, over 20849.53 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3013, pruned_loss=0.07121, over 2468896.76 frames. utt_duration=1234 frames, utt_pad_proportion=0.0605, over 8014.77 utterances.], giga_tot_loss[loss=0.2373, simple_loss=0.3153, pruned_loss=0.07964, over 2474478.77 frames. utt_duration=449.3 frames, utt_pad_proportion=0.07493, over 22101.34 utterances.], batch size: 123, lr: 3.63e-04
2022-08-26 07:51:00,438 INFO [train.py:927] (6/8) Epoch 10, batch 15950, giga_loss[loss=0.2075, simple_loss=0.3031, pruned_loss=0.05596, over 12408.00 frames. utt_duration=663.3 frames, utt_pad_proportion=0.03455, over 75.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3123, pruned_loss=0.07934, over 2475262.11 frames. utt_duration=447.4 frames, utt_pad_proportion=0.08132, over 22203.82 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3014, pruned_loss=0.07153, over 2469150.56 frames. utt_duration=1230 frames, utt_pad_proportion=0.06087, over 8040.96 utterances.], giga_tot_loss[loss=0.2367, simple_loss=0.3137, pruned_loss=0.07982, over 2474948.14 frames. utt_duration=422.2 frames, utt_pad_proportion=0.08193, over 23529.22 utterances.], batch size: 75, lr: 3.63e-04
2022-08-26 07:52:44,879 INFO [train.py:927] (6/8) Epoch 10, batch 16000, giga_loss[loss=0.2245, simple_loss=0.2995, pruned_loss=0.07479, over 12263.00 frames. utt_duration=1888 frames, utt_pad_proportion=0.0498, over 26.00 utterances.], tot_loss[loss=0.2357, simple_loss=0.3122, pruned_loss=0.0796, over 2474881.28 frames. utt_duration=461.5 frames, utt_pad_proportion=0.07897, over 21516.54 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3012, pruned_loss=0.07176, over 2469071.73 frames. utt_duration=1224 frames, utt_pad_proportion=0.06359, over 8081.17 utterances.], giga_tot_loss[loss=0.2369, simple_loss=0.3137, pruned_loss=0.08003, over 2474876.10 frames. utt_duration=431 frames, utt_pad_proportion=0.07888, over 23044.13 utterances.], batch size: 26, lr: 3.63e-04
2022-08-26 07:54:28,143 INFO [train.py:927] (6/8) Epoch 10, batch 16050, giga_loss[loss=0.2015, simple_loss=0.2911, pruned_loss=0.05591, over 12313.00 frames. utt_duration=667.1 frames, utt_pad_proportion=0.02895, over 74.00 utterances.], tot_loss[loss=0.2355, simple_loss=0.3126, pruned_loss=0.07922, over 2475092.50 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07608, over 21091.86 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3015, pruned_loss=0.07178, over 2469065.90 frames. utt_duration=1217 frames, utt_pad_proportion=0.06415, over 8126.72 utterances.], giga_tot_loss[loss=0.2365, simple_loss=0.3138, pruned_loss=0.07965, over 2475187.53 frames. utt_duration=442.7 frames, utt_pad_proportion=0.07606, over 22437.68 utterances.], batch size: 74, lr: 3.63e-04
2022-08-26 07:56:13,440 INFO [train.py:927] (6/8) Epoch 10, batch 16100, giga_loss[loss=0.2645, simple_loss=0.3432, pruned_loss=0.09287, over 12378.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.0458, over 146.00 utterances.], tot_loss[loss=0.2362, simple_loss=0.3134, pruned_loss=0.0795, over 2474479.74 frames. utt_duration=475.7 frames, utt_pad_proportion=0.07246, over 20873.87 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3014, pruned_loss=0.07181, over 2468970.07 frames. utt_duration=1219 frames, utt_pad_proportion=0.0637, over 8112.46 utterances.], giga_tot_loss[loss=0.2371, simple_loss=0.3145, pruned_loss=0.07989, over 2474690.01 frames. utt_duration=450.3 frames, utt_pad_proportion=0.07282, over 22056.70 utterances.], batch size: 146, lr: 3.63e-04
2022-08-26 07:57:59,393 INFO [train.py:927] (6/8) Epoch 10, batch 16150, giga_loss[loss=0.2284, simple_loss=0.3076, pruned_loss=0.07458, over 12350.00 frames. utt_duration=798.4 frames, utt_pad_proportion=0.03347, over 62.00 utterances.], tot_loss[loss=0.2382, simple_loss=0.315, pruned_loss=0.08068, over 2474606.73 frames. utt_duration=473.3 frames, utt_pad_proportion=0.07254, over 20978.23 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3015, pruned_loss=0.07216, over 2469307.62 frames. utt_duration=1210 frames, utt_pad_proportion=0.06655, over 8171.82 utterances.], giga_tot_loss[loss=0.239, simple_loss=0.3162, pruned_loss=0.08093, over 2474620.57 frames. utt_duration=445.8 frames, utt_pad_proportion=0.07195, over 22277.58 utterances.], batch size: 62, lr: 3.63e-04
2022-08-26 07:59:47,930 INFO [train.py:927] (6/8) Epoch 10, batch 16200, giga_loss[loss=0.3083, simple_loss=0.3644, pruned_loss=0.1261, over 12393.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05851, over 182.00 utterances.], tot_loss[loss=0.2424, simple_loss=0.3182, pruned_loss=0.08334, over 2474312.56 frames. utt_duration=454 frames, utt_pad_proportion=0.07526, over 21872.28 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3016, pruned_loss=0.07219, over 2469124.87 frames. utt_duration=1212 frames, utt_pad_proportion=0.06576, over 8160.31 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3192, pruned_loss=0.08364, over 2474559.25 frames. utt_duration=430.1 frames, utt_pad_proportion=0.07498, over 23095.11 utterances.], batch size: 182, lr: 3.63e-04
2022-08-26 08:01:35,761 INFO [train.py:927] (6/8) Epoch 10, batch 16250, giga_loss[loss=0.2169, simple_loss=0.2967, pruned_loss=0.06853, over 12374.00 frames. utt_duration=972.2 frames, utt_pad_proportion=0.0317, over 51.00 utterances.], tot_loss[loss=0.2426, simple_loss=0.3195, pruned_loss=0.0829, over 2474563.72 frames. utt_duration=458.7 frames, utt_pad_proportion=0.07276, over 21646.95 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3017, pruned_loss=0.07223, over 2469057.31 frames. utt_duration=1210 frames, utt_pad_proportion=0.06529, over 8172.62 utterances.], giga_tot_loss[loss=0.2438, simple_loss=0.3208, pruned_loss=0.08344, over 2474961.26 frames. utt_duration=431.5 frames, utt_pad_proportion=0.0729, over 23019.41 utterances.], batch size: 51, lr: 3.63e-04
2022-08-26 08:03:23,049 INFO [train.py:927] (6/8) Epoch 10, batch 16300, giga_loss[loss=0.2259, simple_loss=0.3062, pruned_loss=0.07282, over 12469.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.03686, over 40.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3195, pruned_loss=0.0836, over 2474143.02 frames. utt_duration=453.8 frames, utt_pad_proportion=0.07582, over 21878.66 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.302, pruned_loss=0.07247, over 2469079.73 frames. utt_duration=1195 frames, utt_pad_proportion=0.06983, over 8275.78 utterances.], giga_tot_loss[loss=0.2441, simple_loss=0.3204, pruned_loss=0.08391, over 2474483.07 frames. utt_duration=432 frames, utt_pad_proportion=0.07429, over 22988.94 utterances.], batch size: 40, lr: 3.63e-04
2022-08-26 08:05:09,266 INFO [train.py:927] (6/8) Epoch 10, batch 16350, giga_loss[loss=0.2397, simple_loss=0.312, pruned_loss=0.08376, over 12476.00 frames. utt_duration=908.6 frames, utt_pad_proportion=0.02929, over 55.00 utterances.], tot_loss[loss=0.242, simple_loss=0.3178, pruned_loss=0.08316, over 2473903.70 frames. utt_duration=465.9 frames, utt_pad_proportion=0.07092, over 21304.03 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3021, pruned_loss=0.07272, over 2468840.00 frames. utt_duration=1198 frames, utt_pad_proportion=0.0691, over 8254.58 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3186, pruned_loss=0.08335, over 2474472.50 frames. utt_duration=442.4 frames, utt_pad_proportion=0.07015, over 22445.56 utterances.], batch size: 55, lr: 3.63e-04
2022-08-26 08:06:52,688 INFO [train.py:927] (6/8) Epoch 10, batch 16400, giga_loss[loss=0.2772, simple_loss=0.3348, pruned_loss=0.1098, over 12387.00 frames. utt_duration=274 frames, utt_pad_proportion=0.05849, over 182.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.317, pruned_loss=0.0833, over 2473823.37 frames. utt_duration=465.2 frames, utt_pad_proportion=0.0736, over 21337.18 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3018, pruned_loss=0.07241, over 2468987.71 frames. utt_duration=1205 frames, utt_pad_proportion=0.06738, over 8205.20 utterances.], giga_tot_loss[loss=0.2433, simple_loss=0.3185, pruned_loss=0.08406, over 2474292.83 frames. utt_duration=437.5 frames, utt_pad_proportion=0.07335, over 22696.59 utterances.], batch size: 182, lr: 3.63e-04
2022-08-26 08:08:36,438 INFO [train.py:927] (6/8) Epoch 10, batch 16450, giga_loss[loss=0.2695, simple_loss=0.331, pruned_loss=0.1041, over 12447.00 frames. utt_duration=624.1 frames, utt_pad_proportion=0.02935, over 80.00 utterances.], tot_loss[loss=0.2404, simple_loss=0.3158, pruned_loss=0.08249, over 2474275.67 frames. utt_duration=477.1 frames, utt_pad_proportion=0.07097, over 20808.35 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3019, pruned_loss=0.07257, over 2469087.37 frames. utt_duration=1205 frames, utt_pad_proportion=0.06731, over 8206.78 utterances.], giga_tot_loss[loss=0.2417, simple_loss=0.3171, pruned_loss=0.08314, over 2474656.39 frames. utt_duration=448.9 frames, utt_pad_proportion=0.07098, over 22123.73 utterances.], batch size: 80, lr: 3.63e-04
2022-08-26 08:10:20,438 INFO [train.py:927] (6/8) Epoch 10, batch 16500, giga_loss[loss=0.2246, simple_loss=0.2905, pruned_loss=0.0793, over 12194.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.03165, over 39.00 utterances.], tot_loss[loss=0.2422, simple_loss=0.3173, pruned_loss=0.08353, over 2474277.70 frames. utt_duration=472.3 frames, utt_pad_proportion=0.07305, over 21021.25 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3018, pruned_loss=0.0725, over 2469236.93 frames. utt_duration=1209 frames, utt_pad_proportion=0.06631, over 8180.89 utterances.], giga_tot_loss[loss=0.2437, simple_loss=0.3188, pruned_loss=0.0843, over 2474541.55 frames. utt_duration=444.9 frames, utt_pad_proportion=0.07334, over 22319.72 utterances.], batch size: 39, lr: 3.63e-04
2022-08-26 08:12:05,403 INFO [train.py:927] (6/8) Epoch 10, batch 16550, giga_loss[loss=0.2232, simple_loss=0.3005, pruned_loss=0.07294, over 12327.00 frames. utt_duration=1097 frames, utt_pad_proportion=0.0255, over 45.00 utterances.], tot_loss[loss=0.2448, simple_loss=0.3188, pruned_loss=0.08546, over 2473544.51 frames. utt_duration=474 frames, utt_pad_proportion=0.07308, over 20940.31 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3019, pruned_loss=0.07266, over 2469170.81 frames. utt_duration=1201 frames, utt_pad_proportion=0.06935, over 8236.46 utterances.], giga_tot_loss[loss=0.2462, simple_loss=0.3201, pruned_loss=0.08611, over 2473890.48 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07228, over 22144.04 utterances.], batch size: 45, lr: 3.63e-04
2022-08-26 08:13:48,528 INFO [train.py:927] (6/8) Epoch 10, batch 16600, giga_loss[loss=0.2171, simple_loss=0.298, pruned_loss=0.06809, over 12367.00 frames. utt_duration=799.6 frames, utt_pad_proportion=0.032, over 62.00 utterances.], tot_loss[loss=0.2444, simple_loss=0.3187, pruned_loss=0.08506, over 2473457.64 frames. utt_duration=477.7 frames, utt_pad_proportion=0.0753, over 20776.26 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.302, pruned_loss=0.07276, over 2468744.15 frames. utt_duration=1203 frames, utt_pad_proportion=0.06829, over 8219.76 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3201, pruned_loss=0.08578, over 2474195.97 frames. utt_duration=450.5 frames, utt_pad_proportion=0.07494, over 22040.41 utterances.], batch size: 62, lr: 3.63e-04
2022-08-26 08:15:34,910 INFO [train.py:927] (6/8) Epoch 10, batch 16650, giga_loss[loss=0.2666, simple_loss=0.3358, pruned_loss=0.09871, over 12375.00 frames. utt_duration=477.3 frames, utt_pad_proportion=0.03187, over 104.00 utterances.], tot_loss[loss=0.246, simple_loss=0.3199, pruned_loss=0.08605, over 2473876.76 frames. utt_duration=484.3 frames, utt_pad_proportion=0.07025, over 20495.67 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.302, pruned_loss=0.07281, over 2468612.87 frames. utt_duration=1206 frames, utt_pad_proportion=0.06724, over 8194.56 utterances.], giga_tot_loss[loss=0.2474, simple_loss=0.3213, pruned_loss=0.08681, over 2474673.64 frames. utt_duration=456.7 frames, utt_pad_proportion=0.0706, over 21746.34 utterances.], batch size: 104, lr: 3.63e-04
2022-08-26 08:17:17,737 INFO [train.py:927] (6/8) Epoch 10, batch 16700, giga_loss[loss=0.3255, simple_loss=0.3843, pruned_loss=0.1333, over 12390.00 frames. utt_duration=235.3 frames, utt_pad_proportion=0.06995, over 212.00 utterances.], tot_loss[loss=0.2454, simple_loss=0.3195, pruned_loss=0.08569, over 2473951.06 frames. utt_duration=481.1 frames, utt_pad_proportion=0.06999, over 20630.38 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3015, pruned_loss=0.07253, over 2468428.36 frames. utt_duration=1215 frames, utt_pad_proportion=0.06567, over 8138.50 utterances.], giga_tot_loss[loss=0.2477, simple_loss=0.3216, pruned_loss=0.08693, over 2474920.45 frames. utt_duration=450.4 frames, utt_pad_proportion=0.0708, over 22053.59 utterances.], batch size: 212, lr: 3.63e-04
2022-08-26 08:19:06,396 INFO [train.py:927] (6/8) Epoch 10, batch 16750, giga_loss[loss=0.2573, simple_loss=0.3337, pruned_loss=0.09045, over 12350.00 frames. utt_duration=510.9 frames, utt_pad_proportion=0.03243, over 97.00 utterances.], tot_loss[loss=0.2473, simple_loss=0.3219, pruned_loss=0.08637, over 2474557.52 frames. utt_duration=465.2 frames, utt_pad_proportion=0.07369, over 21343.78 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3018, pruned_loss=0.07268, over 2468437.42 frames. utt_duration=1205 frames, utt_pad_proportion=0.06955, over 8205.18 utterances.], giga_tot_loss[loss=0.249, simple_loss=0.3235, pruned_loss=0.08732, over 2475361.57 frames. utt_duration=441.2 frames, utt_pad_proportion=0.07279, over 22516.33 utterances.], batch size: 97, lr: 3.63e-04
2022-08-26 08:20:47,419 INFO [train.py:927] (6/8) Epoch 10, batch 16800, giga_loss[loss=0.2252, simple_loss=0.3089, pruned_loss=0.07071, over 12383.00 frames. utt_duration=343.2 frames, utt_pad_proportion=0.03854, over 145.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3196, pruned_loss=0.08468, over 2473988.16 frames. utt_duration=464.1 frames, utt_pad_proportion=0.07729, over 21392.38 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3018, pruned_loss=0.07262, over 2468496.07 frames. utt_duration=1209 frames, utt_pad_proportion=0.06821, over 8176.33 utterances.], giga_tot_loss[loss=0.2464, simple_loss=0.3213, pruned_loss=0.08579, over 2474738.99 frames. utt_duration=438.5 frames, utt_pad_proportion=0.07689, over 22651.34 utterances.], batch size: 145, lr: 3.63e-04
2022-08-26 08:22:28,410 INFO [train.py:927] (6/8) Epoch 10, batch 16850, giga_loss[loss=0.3088, simple_loss=0.368, pruned_loss=0.1248, over 12370.00 frames. utt_duration=477.4 frames, utt_pad_proportion=0.03358, over 104.00 utterances.], tot_loss[loss=0.2445, simple_loss=0.3199, pruned_loss=0.08461, over 2473517.59 frames. utt_duration=460.1 frames, utt_pad_proportion=0.07595, over 21574.48 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3015, pruned_loss=0.07247, over 2468185.36 frames. utt_duration=1211 frames, utt_pad_proportion=0.06743, over 8163.74 utterances.], giga_tot_loss[loss=0.247, simple_loss=0.3219, pruned_loss=0.08598, over 2474578.93 frames. utt_duration=432.5 frames, utt_pad_proportion=0.07603, over 22961.89 utterances.], batch size: 104, lr: 3.63e-04
2022-08-26 08:24:14,652 INFO [train.py:927] (6/8) Epoch 10, batch 16900, giga_loss[loss=0.2587, simple_loss=0.3296, pruned_loss=0.09394, over 12390.00 frames. utt_duration=546 frames, utt_pad_proportion=0.0267, over 91.00 utterances.], tot_loss[loss=0.2446, simple_loss=0.3198, pruned_loss=0.08468, over 2474590.26 frames. utt_duration=471.9 frames, utt_pad_proportion=0.07502, over 21041.54 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3018, pruned_loss=0.07263, over 2468222.00 frames. utt_duration=1200 frames, utt_pad_proportion=0.07103, over 8240.04 utterances.], giga_tot_loss[loss=0.2468, simple_loss=0.3217, pruned_loss=0.08594, over 2475539.39 frames. utt_duration=443.7 frames, utt_pad_proportion=0.07414, over 22388.70 utterances.], batch size: 91, lr: 3.63e-04
2022-08-26 08:26:00,007 INFO [train.py:927] (6/8) Epoch 10, batch 16950, giga_loss[loss=0.269, simple_loss=0.3353, pruned_loss=0.1013, over 12386.00 frames. utt_duration=235.2 frames, utt_pad_proportion=0.0741, over 212.00 utterances.], tot_loss[loss=0.2452, simple_loss=0.3201, pruned_loss=0.08516, over 2474313.85 frames. utt_duration=474.8 frames, utt_pad_proportion=0.07381, over 20910.95 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3015, pruned_loss=0.07257, over 2467925.11 frames. utt_duration=1205 frames, utt_pad_proportion=0.07012, over 8203.56 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3222, pruned_loss=0.08642, over 2475438.17 frames. utt_duration=447 frames, utt_pad_proportion=0.07349, over 22226.47 utterances.], batch size: 212, lr: 3.63e-04
2022-08-26 08:27:41,341 INFO [train.py:927] (6/8) Epoch 10, batch 17000, giga_loss[loss=0.2436, simple_loss=0.3219, pruned_loss=0.08259, over 12353.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.04177, over 113.00 utterances.], tot_loss[loss=0.2447, simple_loss=0.3195, pruned_loss=0.08496, over 2473876.36 frames. utt_duration=483.5 frames, utt_pad_proportion=0.07323, over 20529.15 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3013, pruned_loss=0.07265, over 2467688.88 frames. utt_duration=1210 frames, utt_pad_proportion=0.06856, over 8167.20 utterances.], giga_tot_loss[loss=0.2475, simple_loss=0.3221, pruned_loss=0.08645, over 2475287.25 frames. utt_duration=448.3 frames, utt_pad_proportion=0.07358, over 22159.82 utterances.], batch size: 113, lr: 3.63e-04
2022-08-26 08:29:21,888 INFO [train.py:927] (6/8) Epoch 10, batch 17050, giga_loss[loss=0.2324, simple_loss=0.3152, pruned_loss=0.0748, over 12466.00 frames. utt_duration=908.1 frames, utt_pad_proportion=0.02978, over 55.00 utterances.], tot_loss[loss=0.2449, simple_loss=0.32, pruned_loss=0.08488, over 2474747.09 frames. utt_duration=480.2 frames, utt_pad_proportion=0.07309, over 20675.81 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3012, pruned_loss=0.07264, over 2467498.56 frames. utt_duration=1209 frames, utt_pad_proportion=0.068, over 8170.91 utterances.], giga_tot_loss[loss=0.2476, simple_loss=0.3226, pruned_loss=0.08634, over 2476172.52 frames. utt_duration=446.6 frames, utt_pad_proportion=0.07362, over 22252.15 utterances.], batch size: 55, lr: 3.63e-04
2022-08-26 08:31:02,706 INFO [train.py:927] (6/8) Epoch 10, batch 17100, giga_loss[loss=0.2491, simple_loss=0.3187, pruned_loss=0.0898, over 12395.00 frames. utt_duration=374.2 frames, utt_pad_proportion=0.04041, over 133.00 utterances.], tot_loss[loss=0.2423, simple_loss=0.318, pruned_loss=0.08331, over 2474734.91 frames. utt_duration=493.3 frames, utt_pad_proportion=0.07103, over 20125.64 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.301, pruned_loss=0.07256, over 2467600.54 frames. utt_duration=1202 frames, utt_pad_proportion=0.07096, over 8222.07 utterances.], giga_tot_loss[loss=0.2449, simple_loss=0.3204, pruned_loss=0.08468, over 2475879.45 frames. utt_duration=462.4 frames, utt_pad_proportion=0.07063, over 21487.58 utterances.], batch size: 133, lr: 3.63e-04
2022-08-26 08:32:45,050 INFO [train.py:927] (6/8) Epoch 10, batch 17150, libri_loss[loss=0.2139, simple_loss=0.2839, pruned_loss=0.07191, over 12192.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005176, over 33.00 utterances.], tot_loss[loss=0.2418, simple_loss=0.317, pruned_loss=0.08334, over 2473649.41 frames. utt_duration=478.1 frames, utt_pad_proportion=0.07753, over 20760.56 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3012, pruned_loss=0.07275, over 2467111.17 frames. utt_duration=1202 frames, utt_pad_proportion=0.07055, over 8222.39 utterances.], giga_tot_loss[loss=0.244, simple_loss=0.319, pruned_loss=0.08446, over 2475155.81 frames. utt_duration=449.7 frames, utt_pad_proportion=0.07711, over 22086.36 utterances.], batch size: 33, lr: 3.63e-04
2022-08-26 08:34:28,376 INFO [train.py:927] (6/8) Epoch 10, batch 17200, giga_loss[loss=0.2454, simple_loss=0.3148, pruned_loss=0.08802, over 12248.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.03232, over 28.00 utterances.], tot_loss[loss=0.2378, simple_loss=0.3127, pruned_loss=0.08145, over 2474333.78 frames. utt_duration=490.8 frames, utt_pad_proportion=0.07178, over 20227.92 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3007, pruned_loss=0.07247, over 2467307.45 frames. utt_duration=1206 frames, utt_pad_proportion=0.06986, over 8190.21 utterances.], giga_tot_loss[loss=0.2402, simple_loss=0.3149, pruned_loss=0.08271, over 2475447.05 frames. utt_duration=462.9 frames, utt_pad_proportion=0.07199, over 21461.69 utterances.], batch size: 28, lr: 3.63e-04
2022-08-26 08:36:12,835 INFO [train.py:927] (6/8) Epoch 10, batch 17250, giga_loss[loss=0.2257, simple_loss=0.311, pruned_loss=0.07019, over 12385.00 frames. utt_duration=373.9 frames, utt_pad_proportion=0.0413, over 133.00 utterances.], tot_loss[loss=0.2365, simple_loss=0.3118, pruned_loss=0.08054, over 2474538.33 frames. utt_duration=470.9 frames, utt_pad_proportion=0.07468, over 21086.21 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3006, pruned_loss=0.07241, over 2467154.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.06935, over 8174.36 utterances.], giga_tot_loss[loss=0.2385, simple_loss=0.3137, pruned_loss=0.08165, over 2475613.86 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07488, over 22182.09 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 08:37:56,408 INFO [train.py:927] (6/8) Epoch 10, batch 17300, giga_loss[loss=0.214, simple_loss=0.3055, pruned_loss=0.06121, over 12433.00 frames. utt_duration=475 frames, utt_pad_proportion=0.03653, over 105.00 utterances.], tot_loss[loss=0.2335, simple_loss=0.3113, pruned_loss=0.07792, over 2474873.47 frames. utt_duration=448.6 frames, utt_pad_proportion=0.0784, over 22138.76 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.301, pruned_loss=0.07262, over 2467268.57 frames. utt_duration=1200 frames, utt_pad_proportion=0.0718, over 8231.46 utterances.], giga_tot_loss[loss=0.2352, simple_loss=0.3127, pruned_loss=0.0788, over 2475839.90 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07764, over 23341.24 utterances.], batch size: 105, lr: 3.62e-04
2022-08-26 08:39:37,786 INFO [train.py:927] (6/8) Epoch 10, batch 17350, libri_loss[loss=0.2407, simple_loss=0.3116, pruned_loss=0.08491, over 12457.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005423, over 35.00 utterances.], tot_loss[loss=0.2293, simple_loss=0.309, pruned_loss=0.07478, over 2475439.36 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07994, over 23187.25 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3008, pruned_loss=0.07245, over 2467287.18 frames. utt_duration=1206 frames, utt_pad_proportion=0.07019, over 8191.95 utterances.], giga_tot_loss[loss=0.231, simple_loss=0.3106, pruned_loss=0.07573, over 2476419.56 frames. utt_duration=404.3 frames, utt_pad_proportion=0.07983, over 24589.87 utterances.], batch size: 35, lr: 3.62e-04
2022-08-26 08:41:21,149 INFO [train.py:927] (6/8) Epoch 10, batch 17400, giga_loss[loss=0.201, simple_loss=0.2981, pruned_loss=0.05194, over 12383.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04524, over 146.00 utterances.], tot_loss[loss=0.2251, simple_loss=0.3071, pruned_loss=0.07151, over 2476190.10 frames. utt_duration=424.9 frames, utt_pad_proportion=0.07602, over 23390.67 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3011, pruned_loss=0.07265, over 2467431.70 frames. utt_duration=1206 frames, utt_pad_proportion=0.06971, over 8194.01 utterances.], giga_tot_loss[loss=0.2262, simple_loss=0.3083, pruned_loss=0.07212, over 2476911.31 frames. utt_duration=404 frames, utt_pad_proportion=0.07628, over 24609.63 utterances.], batch size: 146, lr: 3.62e-04
2022-08-26 08:43:07,585 INFO [train.py:927] (6/8) Epoch 10, batch 17450, giga_loss[loss=0.184, simple_loss=0.2674, pruned_loss=0.05034, over 12367.00 frames. utt_duration=138 frames, utt_pad_proportion=0.1879, over 362.00 utterances.], tot_loss[loss=0.2238, simple_loss=0.3067, pruned_loss=0.07047, over 2476126.84 frames. utt_duration=410.6 frames, utt_pad_proportion=0.07815, over 24208.70 utterances.], libri_tot_loss[loss=0.2233, simple_loss=0.3012, pruned_loss=0.07267, over 2467573.54 frames. utt_duration=1207 frames, utt_pad_proportion=0.06943, over 8190.04 utterances.], giga_tot_loss[loss=0.2247, simple_loss=0.3076, pruned_loss=0.07091, over 2476595.19 frames. utt_duration=393.9 frames, utt_pad_proportion=0.07836, over 25242.77 utterances.], batch size: 362, lr: 3.62e-04
2022-08-26 08:44:49,905 INFO [train.py:927] (6/8) Epoch 10, batch 17500, libri_loss[loss=0.2607, simple_loss=0.3443, pruned_loss=0.08857, over 12222.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006862, over 31.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3045, pruned_loss=0.06822, over 2476177.37 frames. utt_duration=413.5 frames, utt_pad_proportion=0.07479, over 24036.93 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3018, pruned_loss=0.07289, over 2467413.03 frames. utt_duration=1207 frames, utt_pad_proportion=0.06916, over 8190.09 utterances.], giga_tot_loss[loss=0.2206, simple_loss=0.3046, pruned_loss=0.06833, over 2476785.47 frames. utt_duration=397.7 frames, utt_pad_proportion=0.07519, over 25002.19 utterances.], batch size: 31, lr: 3.62e-04
2022-08-26 08:46:34,561 INFO [train.py:927] (6/8) Epoch 10, batch 17550, giga_loss[loss=0.2138, simple_loss=0.3038, pruned_loss=0.06187, over 12365.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.03372, over 122.00 utterances.], tot_loss[loss=0.2185, simple_loss=0.303, pruned_loss=0.06699, over 2475300.12 frames. utt_duration=425.8 frames, utt_pad_proportion=0.07626, over 23332.88 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.3018, pruned_loss=0.07306, over 2467283.06 frames. utt_duration=1201 frames, utt_pad_proportion=0.07263, over 8229.08 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.303, pruned_loss=0.06675, over 2476112.66 frames. utt_duration=405.9 frames, utt_pad_proportion=0.07542, over 24489.30 utterances.], batch size: 122, lr: 3.62e-04
2022-08-26 08:48:16,845 INFO [train.py:927] (6/8) Epoch 10, batch 17600, libri_loss[loss=0.2135, simple_loss=0.303, pruned_loss=0.06205, over 12389.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02555, over 43.00 utterances.], tot_loss[loss=0.2148, simple_loss=0.3, pruned_loss=0.06477, over 2475675.68 frames. utt_duration=416.2 frames, utt_pad_proportion=0.07614, over 23877.88 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3014, pruned_loss=0.07274, over 2467336.08 frames. utt_duration=1205 frames, utt_pad_proportion=0.07167, over 8200.83 utterances.], giga_tot_loss[loss=0.215, simple_loss=0.3005, pruned_loss=0.06474, over 2476411.47 frames. utt_duration=396.2 frames, utt_pad_proportion=0.07578, over 25090.95 utterances.], batch size: 43, lr: 3.62e-04
2022-08-26 08:50:01,144 INFO [train.py:927] (6/8) Epoch 10, batch 17650, libri_loss[loss=0.2069, simple_loss=0.2913, pruned_loss=0.06121, over 12391.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00583, over 34.00 utterances.], tot_loss[loss=0.2115, simple_loss=0.2967, pruned_loss=0.06311, over 2475751.49 frames. utt_duration=417.1 frames, utt_pad_proportion=0.07328, over 23827.52 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3009, pruned_loss=0.07249, over 2467473.65 frames. utt_duration=1210 frames, utt_pad_proportion=0.07049, over 8168.07 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2975, pruned_loss=0.0631, over 2476405.10 frames. utt_duration=394.4 frames, utt_pad_proportion=0.07351, over 25209.27 utterances.], batch size: 34, lr: 3.62e-04
2022-08-26 08:51:48,425 INFO [train.py:927] (6/8) Epoch 10, batch 17700, giga_loss[loss=0.2319, simple_loss=0.3238, pruned_loss=0.07004, over 12386.00 frames. utt_duration=373.8 frames, utt_pad_proportion=0.04157, over 133.00 utterances.], tot_loss[loss=0.2107, simple_loss=0.2959, pruned_loss=0.06278, over 2475753.54 frames. utt_duration=419.1 frames, utt_pad_proportion=0.07347, over 23709.77 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3008, pruned_loss=0.0725, over 2467166.30 frames. utt_duration=1209 frames, utt_pad_proportion=0.0704, over 8172.69 utterances.], giga_tot_loss[loss=0.2109, simple_loss=0.2965, pruned_loss=0.06262, over 2476625.46 frames. utt_duration=397.8 frames, utt_pad_proportion=0.07367, over 24993.17 utterances.], batch size: 133, lr: 3.62e-04
2022-08-26 08:53:43,566 INFO [train.py:927] (6/8) Epoch 10, batch 17750, giga_loss[loss=0.1939, simple_loss=0.2906, pruned_loss=0.0486, over 12418.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03948, over 105.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2967, pruned_loss=0.06225, over 2475510.97 frames. utt_duration=415.3 frames, utt_pad_proportion=0.07377, over 23925.18 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3003, pruned_loss=0.07224, over 2466819.80 frames. utt_duration=1218 frames, utt_pad_proportion=0.06881, over 8110.70 utterances.], giga_tot_loss[loss=0.2108, simple_loss=0.2975, pruned_loss=0.06203, over 2476824.72 frames. utt_duration=389.5 frames, utt_pad_proportion=0.07446, over 25532.27 utterances.], batch size: 105, lr: 3.62e-04
2022-08-26 08:55:43,867 INFO [train.py:927] (6/8) Epoch 10, batch 17800, giga_loss[loss=0.1676, simple_loss=0.2656, pruned_loss=0.03483, over 12398.00 frames. utt_duration=752.9 frames, utt_pad_proportion=0.02352, over 66.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2963, pruned_loss=0.06211, over 2475981.76 frames. utt_duration=397.9 frames, utt_pad_proportion=0.0762, over 24979.94 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3005, pruned_loss=0.07235, over 2466840.50 frames. utt_duration=1218 frames, utt_pad_proportion=0.06804, over 8109.07 utterances.], giga_tot_loss[loss=0.2101, simple_loss=0.2967, pruned_loss=0.06172, over 2477119.23 frames. utt_duration=375.9 frames, utt_pad_proportion=0.07681, over 26459.67 utterances.], batch size: 66, lr: 3.62e-04
2022-08-26 08:57:49,103 INFO [train.py:927] (6/8) Epoch 10, batch 17850, giga_loss[loss=0.1963, simple_loss=0.2844, pruned_loss=0.05415, over 12439.00 frames. utt_duration=340.1 frames, utt_pad_proportion=0.04745, over 147.00 utterances.], tot_loss[loss=0.2072, simple_loss=0.2947, pruned_loss=0.05983, over 2476483.75 frames. utt_duration=397.4 frames, utt_pad_proportion=0.07375, over 25011.90 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3006, pruned_loss=0.07229, over 2466870.64 frames. utt_duration=1221 frames, utt_pad_proportion=0.06755, over 8094.04 utterances.], giga_tot_loss[loss=0.2069, simple_loss=0.2949, pruned_loss=0.05946, over 2477415.55 frames. utt_duration=377.5 frames, utt_pad_proportion=0.07452, over 26343.73 utterances.], batch size: 147, lr: 3.62e-04
2022-08-26 08:59:50,649 INFO [train.py:927] (6/8) Epoch 10, batch 17900, giga_loss[loss=0.1898, simple_loss=0.2778, pruned_loss=0.05089, over 12387.00 frames. utt_duration=236 frames, utt_pad_proportion=0.07068, over 211.00 utterances.], tot_loss[loss=0.2071, simple_loss=0.294, pruned_loss=0.0601, over 2476603.87 frames. utt_duration=396.6 frames, utt_pad_proportion=0.0738, over 25062.07 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3015, pruned_loss=0.07267, over 2466811.81 frames. utt_duration=1212 frames, utt_pad_proportion=0.07032, over 8154.67 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2932, pruned_loss=0.05918, over 2477638.57 frames. utt_duration=375.9 frames, utt_pad_proportion=0.0737, over 26457.47 utterances.], batch size: 211, lr: 3.62e-04
2022-08-26 09:01:47,756 INFO [train.py:927] (6/8) Epoch 10, batch 17950, giga_loss[loss=0.1938, simple_loss=0.2923, pruned_loss=0.04762, over 12440.00 frames. utt_duration=339.9 frames, utt_pad_proportion=0.04796, over 147.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2937, pruned_loss=0.05949, over 2476897.31 frames. utt_duration=408.3 frames, utt_pad_proportion=0.0695, over 24344.29 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3017, pruned_loss=0.07285, over 2466844.29 frames. utt_duration=1199 frames, utt_pad_proportion=0.07483, over 8243.28 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2927, pruned_loss=0.05842, over 2477824.05 frames. utt_duration=388.7 frames, utt_pad_proportion=0.06824, over 25584.41 utterances.], batch size: 147, lr: 3.62e-04
2022-08-26 09:04:05,077 INFO [train.py:927] (6/8) Epoch 10, batch 18000, giga_loss[loss=0.1888, simple_loss=0.2819, pruned_loss=0.04787, over 12391.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04557, over 146.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.2932, pruned_loss=0.05878, over 2477433.95 frames. utt_duration=408 frames, utt_pad_proportion=0.06531, over 24365.24 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3016, pruned_loss=0.07286, over 2466929.94 frames. utt_duration=1197 frames, utt_pad_proportion=0.07466, over 8252.55 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2924, pruned_loss=0.05776, over 2478233.74 frames. utt_duration=389.3 frames, utt_pad_proportion=0.0645, over 25544.81 utterances.], batch size: 146, lr: 3.62e-04
2022-08-26 09:04:05,078 INFO [train.py:958] (6/8) Computing validation loss
2022-08-26 09:04:19,345 INFO [train.py:967] (6/8) Epoch 10, validation: loss=0.1801, simple_loss=0.2911, pruned_loss=0.03451, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 09:06:17,619 INFO [train.py:927] (6/8) Epoch 10, batch 18050, giga_loss[loss=0.2012, simple_loss=0.2927, pruned_loss=0.05487, over 12410.00 frames. utt_duration=194.3 frames, utt_pad_proportion=0.1004, over 257.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2937, pruned_loss=0.05937, over 2477548.84 frames. utt_duration=401 frames, utt_pad_proportion=0.06835, over 24788.52 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3016, pruned_loss=0.07274, over 2467152.87 frames. utt_duration=1202 frames, utt_pad_proportion=0.07267, over 8222.12 utterances.], giga_tot_loss[loss=0.2047, simple_loss=0.2928, pruned_loss=0.05823, over 2478344.42 frames. utt_duration=378.2 frames, utt_pad_proportion=0.06812, over 26299.92 utterances.], batch size: 257, lr: 3.62e-04
2022-08-26 09:08:20,443 INFO [train.py:927] (6/8) Epoch 10, batch 18100, giga_loss[loss=0.2177, simple_loss=0.3133, pruned_loss=0.06108, over 12431.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.02752, over 122.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2968, pruned_loss=0.05923, over 2477903.14 frames. utt_duration=402.7 frames, utt_pad_proportion=0.06729, over 24689.10 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3016, pruned_loss=0.07285, over 2467214.39 frames. utt_duration=1206 frames, utt_pad_proportion=0.07107, over 8189.89 utterances.], giga_tot_loss[loss=0.2058, simple_loss=0.2959, pruned_loss=0.05785, over 2478777.35 frames. utt_duration=377.1 frames, utt_pad_proportion=0.06759, over 26380.07 utterances.], batch size: 122, lr: 3.62e-04
2022-08-26 09:10:32,330 INFO [train.py:927] (6/8) Epoch 10, batch 18150, giga_loss[loss=0.219, simple_loss=0.302, pruned_loss=0.068, over 12466.00 frames. utt_duration=624.5 frames, utt_pad_proportion=0.02869, over 80.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2961, pruned_loss=0.05818, over 2478434.19 frames. utt_duration=385.2 frames, utt_pad_proportion=0.07152, over 25819.28 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3016, pruned_loss=0.07281, over 2467600.94 frames. utt_duration=1209 frames, utt_pad_proportion=0.07008, over 8177.06 utterances.], giga_tot_loss[loss=0.2046, simple_loss=0.2954, pruned_loss=0.05687, over 2478971.55 frames. utt_duration=361.9 frames, utt_pad_proportion=0.07178, over 27493.23 utterances.], batch size: 80, lr: 3.62e-04
2022-08-26 09:12:42,752 INFO [train.py:927] (6/8) Epoch 10, batch 18200, giga_loss[loss=0.2075, simple_loss=0.2915, pruned_loss=0.06171, over 12377.00 frames. utt_duration=234.8 frames, utt_pad_proportion=0.06843, over 212.00 utterances.], tot_loss[loss=0.2054, simple_loss=0.295, pruned_loss=0.05788, over 2478541.50 frames. utt_duration=389 frames, utt_pad_proportion=0.06999, over 25567.82 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3016, pruned_loss=0.07281, over 2467600.94 frames. utt_duration=1209 frames, utt_pad_proportion=0.07008, over 8177.06 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2945, pruned_loss=0.05686, over 2478959.73 frames. utt_duration=370.2 frames, utt_pad_proportion=0.07027, over 26870.67 utterances.], batch size: 212, lr: 3.62e-04
2022-08-26 09:15:10,084 INFO [train.py:927] (6/8) Epoch 10, batch 18250, giga_loss[loss=0.198, simple_loss=0.2872, pruned_loss=0.05443, over 12376.00 frames. utt_duration=545.1 frames, utt_pad_proportion=0.02838, over 91.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.295, pruned_loss=0.05882, over 2478566.84 frames. utt_duration=395.3 frames, utt_pad_proportion=0.06621, over 25157.87 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3016, pruned_loss=0.07279, over 2467718.79 frames. utt_duration=1209 frames, utt_pad_proportion=0.06965, over 8176.86 utterances.], giga_tot_loss[loss=0.2049, simple_loss=0.2944, pruned_loss=0.0577, over 2479028.69 frames. utt_duration=374.4 frames, utt_pad_proportion=0.06669, over 26567.43 utterances.], batch size: 91, lr: 3.62e-04
2022-08-26 09:17:19,068 INFO [train.py:927] (6/8) Epoch 10, batch 18300, giga_loss[loss=0.193, simple_loss=0.283, pruned_loss=0.05151, over 12452.00 frames. utt_duration=373 frames, utt_pad_proportion=0.04365, over 134.00 utterances.], tot_loss[loss=0.2046, simple_loss=0.2931, pruned_loss=0.05804, over 2478432.55 frames. utt_duration=395.5 frames, utt_pad_proportion=0.06512, over 25138.87 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3019, pruned_loss=0.07278, over 2467729.63 frames. utt_duration=1206 frames, utt_pad_proportion=0.06961, over 8197.22 utterances.], giga_tot_loss[loss=0.2031, simple_loss=0.2923, pruned_loss=0.05696, over 2478933.07 frames. utt_duration=375.9 frames, utt_pad_proportion=0.06555, over 26460.19 utterances.], batch size: 134, lr: 3.62e-04
2022-08-26 09:19:22,130 INFO [train.py:927] (6/8) Epoch 10, batch 18350, giga_loss[loss=0.2454, simple_loss=0.3282, pruned_loss=0.08129, over 12428.00 frames. utt_duration=235.7 frames, utt_pad_proportion=0.07204, over 212.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2941, pruned_loss=0.05853, over 2478286.58 frames. utt_duration=401.7 frames, utt_pad_proportion=0.06564, over 24748.97 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3018, pruned_loss=0.07282, over 2467178.75 frames. utt_duration=1209 frames, utt_pad_proportion=0.06858, over 8175.46 utterances.], giga_tot_loss[loss=0.204, simple_loss=0.2933, pruned_loss=0.05729, over 2479480.36 frames. utt_duration=379.3 frames, utt_pad_proportion=0.06625, over 26229.54 utterances.], batch size: 212, lr: 3.62e-04
2022-08-26 09:21:19,661 INFO [train.py:927] (6/8) Epoch 10, batch 18400, giga_loss[loss=0.1872, simple_loss=0.2698, pruned_loss=0.05228, over 12402.00 frames. utt_duration=273.9 frames, utt_pad_proportion=0.05876, over 182.00 utterances.], tot_loss[loss=0.205, simple_loss=0.293, pruned_loss=0.05848, over 2478158.34 frames. utt_duration=402 frames, utt_pad_proportion=0.0652, over 24731.98 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3018, pruned_loss=0.07282, over 2467257.58 frames. utt_duration=1213 frames, utt_pad_proportion=0.06755, over 8147.17 utterances.], giga_tot_loss[loss=0.2034, simple_loss=0.2922, pruned_loss=0.05727, over 2479226.33 frames. utt_duration=379.7 frames, utt_pad_proportion=0.06596, over 26200.03 utterances.], batch size: 182, lr: 3.62e-04
2022-08-26 09:23:27,441 INFO [train.py:927] (6/8) Epoch 10, batch 18450, giga_loss[loss=0.1901, simple_loss=0.2932, pruned_loss=0.04355, over 12383.00 frames. utt_duration=854.9 frames, utt_pad_proportion=0.02855, over 58.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.294, pruned_loss=0.05918, over 2478016.59 frames. utt_duration=409.4 frames, utt_pad_proportion=0.06398, over 24280.54 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3021, pruned_loss=0.07284, over 2467257.66 frames. utt_duration=1216 frames, utt_pad_proportion=0.06629, over 8126.76 utterances.], giga_tot_loss[loss=0.2044, simple_loss=0.293, pruned_loss=0.05787, over 2479093.47 frames. utt_duration=384.9 frames, utt_pad_proportion=0.06502, over 25841.20 utterances.], batch size: 58, lr: 3.62e-04
2022-08-26 09:25:49,458 INFO [train.py:927] (6/8) Epoch 10, batch 18500, giga_loss[loss=0.2019, simple_loss=0.2877, pruned_loss=0.05809, over 12431.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.02981, over 122.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2944, pruned_loss=0.05909, over 2478055.02 frames. utt_duration=403.9 frames, utt_pad_proportion=0.06884, over 24612.19 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.302, pruned_loss=0.07304, over 2467256.16 frames. utt_duration=1204 frames, utt_pad_proportion=0.07032, over 8209.95 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2935, pruned_loss=0.05754, over 2479177.08 frames. utt_duration=380.3 frames, utt_pad_proportion=0.06818, over 26158.78 utterances.], batch size: 122, lr: 3.62e-04
2022-08-26 09:27:54,876 INFO [train.py:927] (6/8) Epoch 10, batch 18550, giga_loss[loss=0.1645, simple_loss=0.2479, pruned_loss=0.04055, over 12282.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02937, over 45.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.2913, pruned_loss=0.05869, over 2477599.37 frames. utt_duration=414.2 frames, utt_pad_proportion=0.06782, over 23995.08 utterances.], libri_tot_loss[loss=0.2247, simple_loss=0.3026, pruned_loss=0.07337, over 2467392.37 frames. utt_duration=1196 frames, utt_pad_proportion=0.0729, over 8259.22 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2898, pruned_loss=0.05667, over 2478707.82 frames. utt_duration=387.1 frames, utt_pad_proportion=0.06647, over 25692.80 utterances.], batch size: 45, lr: 3.62e-04
2022-08-26 09:29:50,148 INFO [train.py:927] (6/8) Epoch 10, batch 18600, giga_loss[loss=0.2245, simple_loss=0.3186, pruned_loss=0.06522, over 12332.00 frames. utt_duration=748.9 frames, utt_pad_proportion=0.02871, over 66.00 utterances.], tot_loss[loss=0.2031, simple_loss=0.2897, pruned_loss=0.05829, over 2477016.62 frames. utt_duration=410.2 frames, utt_pad_proportion=0.06752, over 24222.63 utterances.], libri_tot_loss[loss=0.2246, simple_loss=0.3025, pruned_loss=0.07334, over 2467253.62 frames. utt_duration=1199 frames, utt_pad_proportion=0.07239, over 8241.65 utterances.], giga_tot_loss[loss=0.2008, simple_loss=0.2884, pruned_loss=0.05661, over 2478080.88 frames. utt_duration=386.9 frames, utt_pad_proportion=0.06661, over 25698.40 utterances.], batch size: 66, lr: 3.62e-04
2022-08-26 09:31:52,381 INFO [train.py:927] (6/8) Epoch 10, batch 18650, giga_loss[loss=0.1872, simple_loss=0.28, pruned_loss=0.04724, over 12382.00 frames. utt_duration=439.8 frames, utt_pad_proportion=0.03766, over 113.00 utterances.], tot_loss[loss=0.2012, simple_loss=0.2883, pruned_loss=0.05706, over 2476746.52 frames. utt_duration=416.2 frames, utt_pad_proportion=0.0663, over 23871.39 utterances.], libri_tot_loss[loss=0.2245, simple_loss=0.3026, pruned_loss=0.07326, over 2467511.83 frames. utt_duration=1200 frames, utt_pad_proportion=0.07166, over 8232.03 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2871, pruned_loss=0.0556, over 2477480.06 frames. utt_duration=393.5 frames, utt_pad_proportion=0.06582, over 25260.16 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 09:34:03,190 INFO [train.py:927] (6/8) Epoch 10, batch 18700, giga_loss[loss=0.1881, simple_loss=0.2816, pruned_loss=0.04728, over 12439.00 frames. utt_duration=310 frames, utt_pad_proportion=0.04898, over 161.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2874, pruned_loss=0.05651, over 2477351.30 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06598, over 24532.52 utterances.], libri_tot_loss[loss=0.2244, simple_loss=0.3024, pruned_loss=0.07322, over 2467505.20 frames. utt_duration=1202 frames, utt_pad_proportion=0.07099, over 8218.36 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2864, pruned_loss=0.0551, over 2478085.45 frames. utt_duration=383.5 frames, utt_pad_proportion=0.0658, over 25929.05 utterances.], batch size: 161, lr: 3.61e-04
2022-08-26 09:36:19,572 INFO [train.py:927] (6/8) Epoch 10, batch 18750, libri_loss[loss=0.213, simple_loss=0.302, pruned_loss=0.06194, over 12385.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03869, over 46.00 utterances.], tot_loss[loss=0.1993, simple_loss=0.2865, pruned_loss=0.05608, over 2476780.95 frames. utt_duration=412.1 frames, utt_pad_proportion=0.06727, over 24112.58 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.302, pruned_loss=0.07283, over 2467540.73 frames. utt_duration=1203 frames, utt_pad_proportion=0.06989, over 8217.38 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.2854, pruned_loss=0.05468, over 2477686.64 frames. utt_duration=384.6 frames, utt_pad_proportion=0.06736, over 25849.10 utterances.], batch size: 46, lr: 3.61e-04
2022-08-26 09:38:21,530 INFO [train.py:927] (6/8) Epoch 10, batch 18800, giga_loss[loss=0.2076, simple_loss=0.2942, pruned_loss=0.06048, over 12384.00 frames. utt_duration=340.8 frames, utt_pad_proportion=0.04541, over 146.00 utterances.], tot_loss[loss=0.1986, simple_loss=0.2855, pruned_loss=0.05583, over 2477480.56 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06389, over 24019.09 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3018, pruned_loss=0.07273, over 2467534.76 frames. utt_duration=1205 frames, utt_pad_proportion=0.06939, over 8203.22 utterances.], giga_tot_loss[loss=0.197, simple_loss=0.2847, pruned_loss=0.05468, over 2478289.80 frames. utt_duration=389.4 frames, utt_pad_proportion=0.06429, over 25533.02 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 09:40:15,921 INFO [train.py:927] (6/8) Epoch 10, batch 18850, giga_loss[loss=0.2039, simple_loss=0.3044, pruned_loss=0.05169, over 12337.00 frames. utt_duration=749 frames, utt_pad_proportion=0.02857, over 66.00 utterances.], tot_loss[loss=0.1989, simple_loss=0.2862, pruned_loss=0.05578, over 2477194.29 frames. utt_duration=415.9 frames, utt_pad_proportion=0.06835, over 23894.85 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3021, pruned_loss=0.07302, over 2467610.82 frames. utt_duration=1189 frames, utt_pad_proportion=0.07517, over 8314.65 utterances.], giga_tot_loss[loss=0.1961, simple_loss=0.2846, pruned_loss=0.05382, over 2478215.68 frames. utt_duration=386.3 frames, utt_pad_proportion=0.06668, over 25739.90 utterances.], batch size: 66, lr: 3.61e-04
2022-08-26 09:42:12,254 INFO [train.py:927] (6/8) Epoch 10, batch 18900, giga_loss[loss=0.2464, simple_loss=0.3258, pruned_loss=0.08347, over 12357.00 frames. utt_duration=438.9 frames, utt_pad_proportion=0.03968, over 113.00 utterances.], tot_loss[loss=0.2007, simple_loss=0.2884, pruned_loss=0.05653, over 2476727.32 frames. utt_duration=425.5 frames, utt_pad_proportion=0.06705, over 23351.84 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3017, pruned_loss=0.07286, over 2467416.96 frames. utt_duration=1194 frames, utt_pad_proportion=0.07239, over 8274.00 utterances.], giga_tot_loss[loss=0.1977, simple_loss=0.2867, pruned_loss=0.0543, over 2478156.00 frames. utt_duration=388 frames, utt_pad_proportion=0.06657, over 25627.26 utterances.], batch size: 113, lr: 3.61e-04
2022-08-26 09:44:07,617 INFO [train.py:927] (6/8) Epoch 10, batch 18950, giga_loss[loss=0.181, simple_loss=0.2633, pruned_loss=0.04934, over 12352.00 frames. utt_duration=139.4 frames, utt_pad_proportion=0.1801, over 358.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2891, pruned_loss=0.05708, over 2476689.21 frames. utt_duration=426.3 frames, utt_pad_proportion=0.06828, over 23305.99 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.302, pruned_loss=0.07294, over 2467680.10 frames. utt_duration=1196 frames, utt_pad_proportion=0.07092, over 8263.38 utterances.], giga_tot_loss[loss=0.198, simple_loss=0.287, pruned_loss=0.05454, over 2477994.71 frames. utt_duration=385.5 frames, utt_pad_proportion=0.06816, over 25793.78 utterances.], batch size: 358, lr: 3.61e-04
2022-08-26 09:46:09,360 INFO [train.py:927] (6/8) Epoch 10, batch 19000, giga_loss[loss=0.188, simple_loss=0.2662, pruned_loss=0.0549, over 12371.00 frames. utt_duration=140.2 frames, utt_pad_proportion=0.1755, over 356.00 utterances.], tot_loss[loss=0.2002, simple_loss=0.2877, pruned_loss=0.0563, over 2477297.89 frames. utt_duration=415.4 frames, utt_pad_proportion=0.07042, over 23922.63 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.302, pruned_loss=0.07293, over 2467905.72 frames. utt_duration=1201 frames, utt_pad_proportion=0.06906, over 8232.57 utterances.], giga_tot_loss[loss=0.1966, simple_loss=0.2856, pruned_loss=0.05377, over 2478454.54 frames. utt_duration=376.2 frames, utt_pad_proportion=0.0706, over 26434.11 utterances.], batch size: 356, lr: 3.61e-04
2022-08-26 09:48:07,956 INFO [train.py:927] (6/8) Epoch 10, batch 19050, giga_loss[loss=0.2016, simple_loss=0.2925, pruned_loss=0.05534, over 12414.00 frames. utt_duration=236.6 frames, utt_pad_proportion=0.06855, over 211.00 utterances.], tot_loss[loss=0.1995, simple_loss=0.2864, pruned_loss=0.05628, over 2477446.69 frames. utt_duration=421.7 frames, utt_pad_proportion=0.06807, over 23567.36 utterances.], libri_tot_loss[loss=0.2241, simple_loss=0.3021, pruned_loss=0.07301, over 2468119.10 frames. utt_duration=1205 frames, utt_pad_proportion=0.06723, over 8200.82 utterances.], giga_tot_loss[loss=0.1957, simple_loss=0.2841, pruned_loss=0.05365, over 2478501.47 frames. utt_duration=380.9 frames, utt_pad_proportion=0.06896, over 26112.92 utterances.], batch size: 211, lr: 3.61e-04
2022-08-26 09:50:12,704 INFO [train.py:927] (6/8) Epoch 10, batch 19100, giga_loss[loss=0.1866, simple_loss=0.2791, pruned_loss=0.04704, over 12394.00 frames. utt_duration=584.6 frames, utt_pad_proportion=0.02737, over 85.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.2893, pruned_loss=0.05791, over 2477445.14 frames. utt_duration=423.4 frames, utt_pad_proportion=0.06798, over 23473.15 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3023, pruned_loss=0.07307, over 2468243.03 frames. utt_duration=1201 frames, utt_pad_proportion=0.06824, over 8230.60 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2867, pruned_loss=0.05497, over 2478637.38 frames. utt_duration=379.5 frames, utt_pad_proportion=0.06841, over 26211.42 utterances.], batch size: 85, lr: 3.61e-04
2022-08-26 09:52:08,792 INFO [train.py:927] (6/8) Epoch 10, batch 19150, giga_loss[loss=0.2324, simple_loss=0.3224, pruned_loss=0.07117, over 12349.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03304, over 97.00 utterances.], tot_loss[loss=0.2053, simple_loss=0.2923, pruned_loss=0.05917, over 2477538.09 frames. utt_duration=413.8 frames, utt_pad_proportion=0.06538, over 24020.09 utterances.], libri_tot_loss[loss=0.224, simple_loss=0.302, pruned_loss=0.07299, over 2468166.02 frames. utt_duration=1203 frames, utt_pad_proportion=0.06765, over 8214.29 utterances.], giga_tot_loss[loss=0.2019, simple_loss=0.2903, pruned_loss=0.05673, over 2478656.35 frames. utt_duration=376.8 frames, utt_pad_proportion=0.0661, over 26396.29 utterances.], batch size: 97, lr: 3.61e-04
2022-08-26 09:54:14,813 INFO [train.py:927] (6/8) Epoch 10, batch 19200, giga_loss[loss=0.2054, simple_loss=0.289, pruned_loss=0.0609, over 12344.00 frames. utt_duration=626.1 frames, utt_pad_proportion=0.02626, over 79.00 utterances.], tot_loss[loss=0.207, simple_loss=0.2949, pruned_loss=0.05956, over 2478085.04 frames. utt_duration=418.1 frames, utt_pad_proportion=0.06304, over 23775.49 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3019, pruned_loss=0.07277, over 2468391.32 frames. utt_duration=1196 frames, utt_pad_proportion=0.07036, over 8263.82 utterances.], giga_tot_loss[loss=0.2041, simple_loss=0.2931, pruned_loss=0.05749, over 2478968.30 frames. utt_duration=383 frames, utt_pad_proportion=0.06294, over 25970.03 utterances.], batch size: 79, lr: 3.61e-04
2022-08-26 09:56:25,847 INFO [train.py:927] (6/8) Epoch 10, batch 19250, giga_loss[loss=0.1938, simple_loss=0.281, pruned_loss=0.05333, over 12443.00 frames. utt_duration=623.1 frames, utt_pad_proportion=0.02938, over 80.00 utterances.], tot_loss[loss=0.2062, simple_loss=0.2934, pruned_loss=0.0595, over 2478119.95 frames. utt_duration=420.3 frames, utt_pad_proportion=0.06367, over 23649.81 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3019, pruned_loss=0.07298, over 2468559.83 frames. utt_duration=1187 frames, utt_pad_proportion=0.07369, over 8331.89 utterances.], giga_tot_loss[loss=0.203, simple_loss=0.2917, pruned_loss=0.05716, over 2479024.40 frames. utt_duration=383.8 frames, utt_pad_proportion=0.06251, over 25919.10 utterances.], batch size: 80, lr: 3.61e-04
2022-08-26 09:58:27,804 INFO [train.py:927] (6/8) Epoch 10, batch 19300, giga_loss[loss=0.2058, simple_loss=0.2963, pruned_loss=0.05763, over 12411.00 frames. utt_duration=341.5 frames, utt_pad_proportion=0.04349, over 146.00 utterances.], tot_loss[loss=0.2038, simple_loss=0.2913, pruned_loss=0.05815, over 2477959.84 frames. utt_duration=400 frames, utt_pad_proportion=0.06731, over 24857.30 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3019, pruned_loss=0.0728, over 2468417.62 frames. utt_duration=1190 frames, utt_pad_proportion=0.07292, over 8309.02 utterances.], giga_tot_loss[loss=0.2012, simple_loss=0.2899, pruned_loss=0.05627, over 2478951.72 frames. utt_duration=369.8 frames, utt_pad_proportion=0.06637, over 26900.18 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 10:00:31,052 INFO [train.py:927] (6/8) Epoch 10, batch 19350, giga_loss[loss=0.2028, simple_loss=0.2967, pruned_loss=0.05447, over 12363.00 frames. utt_duration=510.6 frames, utt_pad_proportion=0.03298, over 97.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2895, pruned_loss=0.05813, over 2477781.92 frames. utt_duration=405.1 frames, utt_pad_proportion=0.06807, over 24537.71 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3015, pruned_loss=0.0728, over 2468610.77 frames. utt_duration=1199 frames, utt_pad_proportion=0.07121, over 8247.06 utterances.], giga_tot_loss[loss=0.2004, simple_loss=0.2884, pruned_loss=0.05617, over 2478680.86 frames. utt_duration=371.7 frames, utt_pad_proportion=0.06769, over 26758.32 utterances.], batch size: 97, lr: 3.61e-04
2022-08-26 10:02:34,391 INFO [train.py:927] (6/8) Epoch 10, batch 19400, giga_loss[loss=0.2101, simple_loss=0.3089, pruned_loss=0.05568, over 12368.00 frames. utt_duration=583.2 frames, utt_pad_proportion=0.02804, over 85.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2889, pruned_loss=0.05719, over 2478437.09 frames. utt_duration=401.8 frames, utt_pad_proportion=0.06843, over 24749.03 utterances.], libri_tot_loss[loss=0.2238, simple_loss=0.3017, pruned_loss=0.07292, over 2468730.88 frames. utt_duration=1197 frames, utt_pad_proportion=0.07114, over 8260.30 utterances.], giga_tot_loss[loss=0.1992, simple_loss=0.2877, pruned_loss=0.05537, over 2479156.17 frames. utt_duration=372.7 frames, utt_pad_proportion=0.06812, over 26694.70 utterances.], batch size: 85, lr: 3.61e-04
2022-08-26 10:04:26,721 INFO [train.py:927] (6/8) Epoch 10, batch 19450, giga_loss[loss=0.1993, simple_loss=0.296, pruned_loss=0.05131, over 12437.00 frames. utt_duration=340 frames, utt_pad_proportion=0.04775, over 147.00 utterances.], tot_loss[loss=0.2026, simple_loss=0.291, pruned_loss=0.05709, over 2478452.16 frames. utt_duration=401.9 frames, utt_pad_proportion=0.06886, over 24740.25 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3015, pruned_loss=0.07295, over 2468940.91 frames. utt_duration=1200 frames, utt_pad_proportion=0.06993, over 8241.02 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2899, pruned_loss=0.05525, over 2479052.62 frames. utt_duration=372.9 frames, utt_pad_proportion=0.06891, over 26676.79 utterances.], batch size: 147, lr: 3.61e-04
2022-08-26 10:06:36,343 INFO [train.py:927] (6/8) Epoch 10, batch 19500, giga_loss[loss=0.2516, simple_loss=0.3161, pruned_loss=0.09355, over 12386.00 frames. utt_duration=194.1 frames, utt_pad_proportion=0.1013, over 257.00 utterances.], tot_loss[loss=0.2024, simple_loss=0.291, pruned_loss=0.05691, over 2478037.76 frames. utt_duration=402.5 frames, utt_pad_proportion=0.07116, over 24701.05 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3014, pruned_loss=0.07277, over 2468808.12 frames. utt_duration=1195 frames, utt_pad_proportion=0.07202, over 8277.03 utterances.], giga_tot_loss[loss=0.1999, simple_loss=0.2898, pruned_loss=0.05494, over 2479023.57 frames. utt_duration=369.8 frames, utt_pad_proportion=0.07038, over 26899.97 utterances.], batch size: 257, lr: 3.61e-04
2022-08-26 10:08:45,782 INFO [train.py:927] (6/8) Epoch 10, batch 19550, giga_loss[loss=0.204, simple_loss=0.3005, pruned_loss=0.05373, over 12378.00 frames. utt_duration=545 frames, utt_pad_proportion=0.0285, over 91.00 utterances.], tot_loss[loss=0.202, simple_loss=0.2911, pruned_loss=0.0565, over 2477839.57 frames. utt_duration=403 frames, utt_pad_proportion=0.06977, over 24668.45 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.301, pruned_loss=0.07262, over 2468566.80 frames. utt_duration=1200 frames, utt_pad_proportion=0.07071, over 8236.58 utterances.], giga_tot_loss[loss=0.1998, simple_loss=0.2903, pruned_loss=0.05468, over 2479038.85 frames. utt_duration=371 frames, utt_pad_proportion=0.06959, over 26818.06 utterances.], batch size: 91, lr: 3.61e-04
2022-08-26 10:11:01,679 INFO [train.py:927] (6/8) Epoch 10, batch 19600, giga_loss[loss=0.2149, simple_loss=0.309, pruned_loss=0.06041, over 12378.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04566, over 146.00 utterances.], tot_loss[loss=0.2036, simple_loss=0.293, pruned_loss=0.05711, over 2478048.96 frames. utt_duration=394.4 frames, utt_pad_proportion=0.06876, over 25207.81 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.301, pruned_loss=0.07271, over 2468710.20 frames. utt_duration=1200 frames, utt_pad_proportion=0.07067, over 8242.15 utterances.], giga_tot_loss[loss=0.2015, simple_loss=0.2922, pruned_loss=0.05539, over 2478985.04 frames. utt_duration=366.9 frames, utt_pad_proportion=0.06867, over 27113.21 utterances.], batch size: 146, lr: 3.61e-04
2022-08-26 10:13:15,979 INFO [train.py:927] (6/8) Epoch 10, batch 19650, giga_loss[loss=0.1727, simple_loss=0.2722, pruned_loss=0.03658, over 12309.00 frames. utt_duration=704.7 frames, utt_pad_proportion=0.03331, over 70.00 utterances.], tot_loss[loss=0.2044, simple_loss=0.294, pruned_loss=0.05739, over 2477705.80 frames. utt_duration=396.7 frames, utt_pad_proportion=0.06717, over 25056.85 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.3009, pruned_loss=0.07252, over 2468644.96 frames. utt_duration=1205 frames, utt_pad_proportion=0.06937, over 8205.40 utterances.], giga_tot_loss[loss=0.2025, simple_loss=0.2933, pruned_loss=0.05585, over 2478719.74 frames. utt_duration=368.6 frames, utt_pad_proportion=0.06755, over 26985.19 utterances.], batch size: 70, lr: 3.61e-04
2022-08-26 10:15:35,023 INFO [train.py:927] (6/8) Epoch 10, batch 19700, giga_loss[loss=0.1748, simple_loss=0.2684, pruned_loss=0.04059, over 12358.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.03176, over 51.00 utterances.], tot_loss[loss=0.2016, simple_loss=0.2915, pruned_loss=0.05582, over 2478074.48 frames. utt_duration=409.8 frames, utt_pad_proportion=0.06437, over 24256.52 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3005, pruned_loss=0.07222, over 2468672.81 frames. utt_duration=1207 frames, utt_pad_proportion=0.06857, over 8190.41 utterances.], giga_tot_loss[loss=0.2002, simple_loss=0.2912, pruned_loss=0.05459, over 2479012.37 frames. utt_duration=381.2 frames, utt_pad_proportion=0.06507, over 26094.27 utterances.], batch size: 51, lr: 3.61e-04
2022-08-26 10:17:38,924 INFO [train.py:927] (6/8) Epoch 10, batch 19750, giga_loss[loss=0.1863, simple_loss=0.2698, pruned_loss=0.05136, over 12395.00 frames. utt_duration=138.4 frames, utt_pad_proportion=0.1856, over 361.00 utterances.], tot_loss[loss=0.2006, simple_loss=0.2907, pruned_loss=0.05523, over 2477766.23 frames. utt_duration=400.6 frames, utt_pad_proportion=0.06717, over 24811.91 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3006, pruned_loss=0.07231, over 2468658.26 frames. utt_duration=1196 frames, utt_pad_proportion=0.07223, over 8264.81 utterances.], giga_tot_loss[loss=0.1991, simple_loss=0.2903, pruned_loss=0.05397, over 2478631.80 frames. utt_duration=376.6 frames, utt_pad_proportion=0.06656, over 26406.66 utterances.], batch size: 361, lr: 3.61e-04
2022-08-26 10:19:31,732 INFO [train.py:927] (6/8) Epoch 10, batch 19800, giga_loss[loss=0.2008, simple_loss=0.2885, pruned_loss=0.05661, over 12362.00 frames. utt_duration=544.8 frames, utt_pad_proportion=0.02879, over 91.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.293, pruned_loss=0.05637, over 2477355.20 frames. utt_duration=404.8 frames, utt_pad_proportion=0.06651, over 24549.80 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3004, pruned_loss=0.07212, over 2468371.94 frames. utt_duration=1195 frames, utt_pad_proportion=0.07195, over 8275.81 utterances.], giga_tot_loss[loss=0.2013, simple_loss=0.2925, pruned_loss=0.05503, over 2478598.94 frames. utt_duration=377.6 frames, utt_pad_proportion=0.06608, over 26339.83 utterances.], batch size: 91, lr: 3.61e-04
2022-08-26 10:21:22,808 INFO [train.py:927] (6/8) Epoch 10, batch 19850, libri_loss[loss=0.2255, simple_loss=0.3131, pruned_loss=0.06893, over 12266.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008599, over 37.00 utterances.], tot_loss[loss=0.201, simple_loss=0.2907, pruned_loss=0.05562, over 2477055.10 frames. utt_duration=399.9 frames, utt_pad_proportion=0.06959, over 24853.74 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3005, pruned_loss=0.07213, over 2468433.53 frames. utt_duration=1196 frames, utt_pad_proportion=0.07137, over 8267.07 utterances.], giga_tot_loss[loss=0.1995, simple_loss=0.2902, pruned_loss=0.05441, over 2478079.05 frames. utt_duration=376.4 frames, utt_pad_proportion=0.06924, over 26417.38 utterances.], batch size: 37, lr: 3.61e-04
2022-08-26 10:23:12,348 INFO [train.py:927] (6/8) Epoch 10, batch 19900, giga_loss[loss=0.238, simple_loss=0.3277, pruned_loss=0.07412, over 12373.00 frames. utt_duration=407 frames, utt_pad_proportion=0.03566, over 122.00 utterances.], tot_loss[loss=0.205, simple_loss=0.2944, pruned_loss=0.05778, over 2476973.45 frames. utt_duration=415.8 frames, utt_pad_proportion=0.06507, over 23898.27 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3003, pruned_loss=0.07192, over 2468243.48 frames. utt_duration=1201 frames, utt_pad_proportion=0.07006, over 8230.75 utterances.], giga_tot_loss[loss=0.2037, simple_loss=0.294, pruned_loss=0.05665, over 2478186.55 frames. utt_duration=389.1 frames, utt_pad_proportion=0.0654, over 25553.38 utterances.], batch size: 122, lr: 3.61e-04
2022-08-26 10:24:56,655 INFO [train.py:927] (6/8) Epoch 10, batch 19950, giga_loss[loss=0.193, simple_loss=0.2891, pruned_loss=0.04846, over 12368.00 frames. utt_duration=342.8 frames, utt_pad_proportion=0.03966, over 145.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2996, pruned_loss=0.06059, over 2475938.85 frames. utt_duration=451.3 frames, utt_pad_proportion=0.06154, over 22007.76 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2996, pruned_loss=0.07165, over 2468044.57 frames. utt_duration=1208 frames, utt_pad_proportion=0.06898, over 8181.48 utterances.], giga_tot_loss[loss=0.2095, simple_loss=0.2998, pruned_loss=0.05964, over 2477251.27 frames. utt_duration=419.4 frames, utt_pad_proportion=0.06235, over 23697.47 utterances.], batch size: 145, lr: 3.61e-04
2022-08-26 10:26:35,667 INFO [train.py:927] (6/8) Epoch 10, batch 20000, giga_loss[loss=0.1705, simple_loss=0.26, pruned_loss=0.04046, over 12436.00 frames. utt_duration=1915 frames, utt_pad_proportion=0.04002, over 26.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2975, pruned_loss=0.06082, over 2475247.91 frames. utt_duration=477.8 frames, utt_pad_proportion=0.05885, over 20777.90 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.2999, pruned_loss=0.07184, over 2468085.86 frames. utt_duration=1210 frames, utt_pad_proportion=0.06772, over 8168.13 utterances.], giga_tot_loss[loss=0.2082, simple_loss=0.2974, pruned_loss=0.05951, over 2476525.39 frames. utt_duration=438.6 frames, utt_pad_proportion=0.06005, over 22649.94 utterances.], batch size: 26, lr: 3.61e-04
2022-08-26 10:28:17,218 INFO [train.py:927] (6/8) Epoch 10, batch 20050, giga_loss[loss=0.1634, simple_loss=0.2503, pruned_loss=0.03825, over 12393.00 frames. utt_duration=546.2 frames, utt_pad_proportion=0.02635, over 91.00 utterances.], tot_loss[loss=0.2048, simple_loss=0.2914, pruned_loss=0.05911, over 2474801.16 frames. utt_duration=502 frames, utt_pad_proportion=0.06045, over 19773.50 utterances.], libri_tot_loss[loss=0.2217, simple_loss=0.2997, pruned_loss=0.07182, over 2468000.11 frames. utt_duration=1217 frames, utt_pad_proportion=0.06567, over 8124.72 utterances.], giga_tot_loss[loss=0.2033, simple_loss=0.2913, pruned_loss=0.0576, over 2476201.61 frames. utt_duration=455.4 frames, utt_pad_proportion=0.06183, over 21812.69 utterances.], batch size: 91, lr: 3.61e-04
2022-08-26 10:29:57,752 INFO [train.py:927] (6/8) Epoch 10, batch 20100, libri_loss[loss=0.2017, simple_loss=0.2765, pruned_loss=0.06349, over 12136.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005607, over 32.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.2842, pruned_loss=0.05706, over 2473922.29 frames. utt_duration=494.6 frames, utt_pad_proportion=0.06464, over 20064.99 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2993, pruned_loss=0.07171, over 2467437.23 frames. utt_duration=1210 frames, utt_pad_proportion=0.06828, over 8170.03 utterances.], giga_tot_loss[loss=0.1974, simple_loss=0.284, pruned_loss=0.05545, over 2475834.14 frames. utt_duration=449.2 frames, utt_pad_proportion=0.06458, over 22111.66 utterances.], batch size: 32, lr: 3.60e-04
2022-08-26 10:31:39,373 INFO [train.py:927] (6/8) Epoch 10, batch 20150, giga_loss[loss=0.1796, simple_loss=0.2665, pruned_loss=0.04638, over 12463.00 frames. utt_duration=581.2 frames, utt_pad_proportion=0.03301, over 86.00 utterances.], tot_loss[loss=0.1938, simple_loss=0.2779, pruned_loss=0.05484, over 2473660.56 frames. utt_duration=509.7 frames, utt_pad_proportion=0.06289, over 19463.84 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2993, pruned_loss=0.07159, over 2467469.21 frames. utt_duration=1212 frames, utt_pad_proportion=0.0678, over 8152.37 utterances.], giga_tot_loss[loss=0.1924, simple_loss=0.2776, pruned_loss=0.05355, over 2475185.71 frames. utt_duration=468.6 frames, utt_pad_proportion=0.06314, over 21190.62 utterances.], batch size: 86, lr: 3.60e-04
2022-08-26 10:33:21,655 INFO [train.py:927] (6/8) Epoch 10, batch 20200, giga_loss[loss=0.1741, simple_loss=0.2594, pruned_loss=0.04442, over 12434.00 frames. utt_duration=475.2 frames, utt_pad_proportion=0.03798, over 105.00 utterances.], tot_loss[loss=0.1897, simple_loss=0.273, pruned_loss=0.05322, over 2474569.67 frames. utt_duration=517.9 frames, utt_pad_proportion=0.06222, over 19163.78 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2994, pruned_loss=0.07159, over 2467702.00 frames. utt_duration=1212 frames, utt_pad_proportion=0.06734, over 8153.82 utterances.], giga_tot_loss[loss=0.1883, simple_loss=0.2725, pruned_loss=0.05202, over 2475609.74 frames. utt_duration=481.5 frames, utt_pad_proportion=0.06262, over 20627.55 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 10:35:02,606 INFO [train.py:927] (6/8) Epoch 10, batch 20250, giga_loss[loss=0.1636, simple_loss=0.2405, pruned_loss=0.04334, over 12382.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.07432, over 212.00 utterances.], tot_loss[loss=0.1866, simple_loss=0.269, pruned_loss=0.05203, over 2473909.75 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06272, over 18620.94 utterances.], libri_tot_loss[loss=0.2211, simple_loss=0.299, pruned_loss=0.07155, over 2467577.84 frames. utt_duration=1210 frames, utt_pad_proportion=0.06867, over 8169.39 utterances.], giga_tot_loss[loss=0.1842, simple_loss=0.2678, pruned_loss=0.05033, over 2475121.11 frames. utt_duration=491 frames, utt_pad_proportion=0.06239, over 20222.21 utterances.], batch size: 212, lr: 3.60e-04
2022-08-26 10:36:43,366 INFO [train.py:927] (6/8) Epoch 10, batch 20300, giga_loss[loss=0.153, simple_loss=0.2344, pruned_loss=0.03583, over 12417.00 frames. utt_duration=857.7 frames, utt_pad_proportion=0.02752, over 58.00 utterances.], tot_loss[loss=0.1833, simple_loss=0.2651, pruned_loss=0.05071, over 2474299.26 frames. utt_duration=528 frames, utt_pad_proportion=0.06468, over 18797.56 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2992, pruned_loss=0.0716, over 2467663.33 frames. utt_duration=1207 frames, utt_pad_proportion=0.06834, over 8187.20 utterances.], giga_tot_loss[loss=0.1805, simple_loss=0.2633, pruned_loss=0.04887, over 2475318.44 frames. utt_duration=489.3 frames, utt_pad_proportion=0.06441, over 20294.00 utterances.], batch size: 58, lr: 3.60e-04
2022-08-26 10:38:25,139 INFO [train.py:927] (6/8) Epoch 10, batch 20350, giga_loss[loss=0.1573, simple_loss=0.235, pruned_loss=0.03976, over 12298.00 frames. utt_duration=966 frames, utt_pad_proportion=0.03783, over 51.00 utterances.], tot_loss[loss=0.1796, simple_loss=0.2611, pruned_loss=0.04902, over 2474716.31 frames. utt_duration=542 frames, utt_pad_proportion=0.06103, over 18311.61 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3001, pruned_loss=0.07212, over 2468004.61 frames. utt_duration=1207 frames, utt_pad_proportion=0.0673, over 8191.43 utterances.], giga_tot_loss[loss=0.1756, simple_loss=0.2581, pruned_loss=0.0466, over 2475380.48 frames. utt_duration=503.3 frames, utt_pad_proportion=0.06138, over 19731.01 utterances.], batch size: 51, lr: 3.60e-04
2022-08-26 10:40:07,792 INFO [train.py:927] (6/8) Epoch 10, batch 20400, giga_loss[loss=0.2364, simple_loss=0.32, pruned_loss=0.07641, over 12339.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.03657, over 26.00 utterances.], tot_loss[loss=0.1828, simple_loss=0.2641, pruned_loss=0.05079, over 2474988.54 frames. utt_duration=513.5 frames, utt_pad_proportion=0.06912, over 19335.45 utterances.], libri_tot_loss[loss=0.2221, simple_loss=0.3, pruned_loss=0.07209, over 2468230.21 frames. utt_duration=1200 frames, utt_pad_proportion=0.07016, over 8235.65 utterances.], giga_tot_loss[loss=0.179, simple_loss=0.2611, pruned_loss=0.04852, over 2475440.55 frames. utt_duration=481.7 frames, utt_pad_proportion=0.06799, over 20619.09 utterances.], batch size: 26, lr: 3.60e-04
2022-08-26 10:41:47,391 INFO [train.py:927] (6/8) Epoch 10, batch 20450, giga_loss[loss=0.2376, simple_loss=0.3249, pruned_loss=0.07515, over 12374.00 frames. utt_duration=708.4 frames, utt_pad_proportion=0.0282, over 70.00 utterances.], tot_loss[loss=0.1929, simple_loss=0.2745, pruned_loss=0.05571, over 2473305.14 frames. utt_duration=529.8 frames, utt_pad_proportion=0.0714, over 18723.91 utterances.], libri_tot_loss[loss=0.2215, simple_loss=0.2996, pruned_loss=0.07174, over 2468253.14 frames. utt_duration=1193 frames, utt_pad_proportion=0.07323, over 8289.54 utterances.], giga_tot_loss[loss=0.1892, simple_loss=0.2714, pruned_loss=0.05353, over 2473910.52 frames. utt_duration=493.6 frames, utt_pad_proportion=0.06931, over 20107.76 utterances.], batch size: 70, lr: 3.60e-04
2022-08-26 10:43:28,363 INFO [train.py:927] (6/8) Epoch 10, batch 20500, giga_loss[loss=0.1985, simple_loss=0.2808, pruned_loss=0.05809, over 12345.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.2083, over 371.00 utterances.], tot_loss[loss=0.1981, simple_loss=0.2808, pruned_loss=0.05771, over 2472803.62 frames. utt_duration=538.2 frames, utt_pad_proportion=0.07094, over 18429.50 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2994, pruned_loss=0.07166, over 2468328.55 frames. utt_duration=1197 frames, utt_pad_proportion=0.07195, over 8260.49 utterances.], giga_tot_loss[loss=0.1947, simple_loss=0.278, pruned_loss=0.0557, over 2473314.50 frames. utt_duration=501.4 frames, utt_pad_proportion=0.06971, over 19791.05 utterances.], batch size: 371, lr: 3.60e-04
2022-08-26 10:45:13,083 INFO [train.py:927] (6/8) Epoch 10, batch 20550, giga_loss[loss=0.2154, simple_loss=0.2944, pruned_loss=0.06825, over 12413.00 frames. utt_duration=1343 frames, utt_pad_proportion=0.04142, over 37.00 utterances.], tot_loss[loss=0.2014, simple_loss=0.285, pruned_loss=0.05888, over 2472725.74 frames. utt_duration=532.9 frames, utt_pad_proportion=0.06994, over 18611.32 utterances.], libri_tot_loss[loss=0.221, simple_loss=0.2993, pruned_loss=0.0714, over 2468307.88 frames. utt_duration=1196 frames, utt_pad_proportion=0.0716, over 8264.66 utterances.], giga_tot_loss[loss=0.1985, simple_loss=0.2825, pruned_loss=0.05721, over 2473231.47 frames. utt_duration=498 frames, utt_pad_proportion=0.06919, over 19925.61 utterances.], batch size: 37, lr: 3.60e-04
2022-08-26 10:46:56,172 INFO [train.py:927] (6/8) Epoch 10, batch 20600, giga_loss[loss=0.2435, simple_loss=0.3242, pruned_loss=0.08138, over 12408.00 frames. utt_duration=440.6 frames, utt_pad_proportion=0.03375, over 113.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2906, pruned_loss=0.06228, over 2472672.81 frames. utt_duration=524.4 frames, utt_pad_proportion=0.06862, over 18913.99 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2995, pruned_loss=0.07149, over 2468347.71 frames. utt_duration=1196 frames, utt_pad_proportion=0.07121, over 8266.26 utterances.], giga_tot_loss[loss=0.2048, simple_loss=0.2882, pruned_loss=0.06068, over 2473131.86 frames. utt_duration=492.5 frames, utt_pad_proportion=0.06823, over 20146.74 utterances.], batch size: 113, lr: 3.60e-04
2022-08-26 10:48:37,847 INFO [train.py:927] (6/8) Epoch 10, batch 20650, giga_loss[loss=0.2267, simple_loss=0.3146, pruned_loss=0.06937, over 12173.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.04011, over 33.00 utterances.], tot_loss[loss=0.2117, simple_loss=0.2953, pruned_loss=0.06401, over 2472527.88 frames. utt_duration=542.6 frames, utt_pad_proportion=0.06356, over 18278.78 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2995, pruned_loss=0.07149, over 2468305.32 frames. utt_duration=1198 frames, utt_pad_proportion=0.07044, over 8252.28 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2933, pruned_loss=0.06264, over 2472980.63 frames. utt_duration=511.5 frames, utt_pad_proportion=0.06378, over 19395.64 utterances.], batch size: 33, lr: 3.60e-04
2022-08-26 10:50:18,361 INFO [train.py:927] (6/8) Epoch 10, batch 20700, giga_loss[loss=0.2096, simple_loss=0.304, pruned_loss=0.05761, over 12442.00 frames. utt_duration=406 frames, utt_pad_proportion=0.03793, over 123.00 utterances.], tot_loss[loss=0.2137, simple_loss=0.2979, pruned_loss=0.06473, over 2472667.57 frames. utt_duration=553.5 frames, utt_pad_proportion=0.06007, over 17917.29 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2989, pruned_loss=0.07129, over 2468396.87 frames. utt_duration=1207 frames, utt_pad_proportion=0.06778, over 8187.24 utterances.], giga_tot_loss[loss=0.2118, simple_loss=0.2967, pruned_loss=0.06344, over 2473155.11 frames. utt_duration=511.6 frames, utt_pad_proportion=0.06134, over 19391.11 utterances.], batch size: 123, lr: 3.60e-04
2022-08-26 10:52:07,584 INFO [train.py:927] (6/8) Epoch 10, batch 20750, giga_loss[loss=0.1844, simple_loss=0.2818, pruned_loss=0.04353, over 12401.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.04664, over 31.00 utterances.], tot_loss[loss=0.2146, simple_loss=0.2998, pruned_loss=0.06469, over 2472254.60 frames. utt_duration=554.1 frames, utt_pad_proportion=0.06241, over 17895.10 utterances.], libri_tot_loss[loss=0.2204, simple_loss=0.2988, pruned_loss=0.07106, over 2468650.14 frames. utt_duration=1208 frames, utt_pad_proportion=0.06714, over 8184.64 utterances.], giga_tot_loss[loss=0.2132, simple_loss=0.299, pruned_loss=0.06367, over 2472516.56 frames. utt_duration=512.8 frames, utt_pad_proportion=0.06347, over 19342.81 utterances.], batch size: 31, lr: 3.60e-04
2022-08-26 10:53:47,866 INFO [train.py:927] (6/8) Epoch 10, batch 20800, giga_loss[loss=0.2196, simple_loss=0.3112, pruned_loss=0.06393, over 12372.00 frames. utt_duration=340.7 frames, utt_pad_proportion=0.04568, over 146.00 utterances.], tot_loss[loss=0.2134, simple_loss=0.2993, pruned_loss=0.06374, over 2471730.72 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06345, over 17394.80 utterances.], libri_tot_loss[loss=0.2201, simple_loss=0.2984, pruned_loss=0.07087, over 2468673.59 frames. utt_duration=1212 frames, utt_pad_proportion=0.06623, over 8160.21 utterances.], giga_tot_loss[loss=0.2124, simple_loss=0.2989, pruned_loss=0.06293, over 2471982.13 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06461, over 18787.76 utterances.], batch size: 146, lr: 3.60e-04
2022-08-26 10:55:28,870 INFO [train.py:927] (6/8) Epoch 10, batch 20850, giga_loss[loss=0.2162, simple_loss=0.2985, pruned_loss=0.06701, over 12458.00 frames. utt_duration=476 frames, utt_pad_proportion=0.03456, over 105.00 utterances.], tot_loss[loss=0.2175, simple_loss=0.3019, pruned_loss=0.06657, over 2471547.49 frames. utt_duration=574.2 frames, utt_pad_proportion=0.06603, over 17262.60 utterances.], libri_tot_loss[loss=0.2207, simple_loss=0.2989, pruned_loss=0.07121, over 2468997.53 frames. utt_duration=1196 frames, utt_pad_proportion=0.07048, over 8266.20 utterances.], giga_tot_loss[loss=0.216, simple_loss=0.3011, pruned_loss=0.06541, over 2471555.12 frames. utt_duration=533.6 frames, utt_pad_proportion=0.065, over 18580.89 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 10:57:13,008 INFO [train.py:927] (6/8) Epoch 10, batch 20900, giga_loss[loss=0.215, simple_loss=0.2924, pruned_loss=0.06879, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.0302, over 45.00 utterances.], tot_loss[loss=0.2197, simple_loss=0.3028, pruned_loss=0.06833, over 2472608.02 frames. utt_duration=570.7 frames, utt_pad_proportion=0.06378, over 17376.29 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.299, pruned_loss=0.07128, over 2469023.61 frames. utt_duration=1201 frames, utt_pad_proportion=0.06889, over 8236.59 utterances.], giga_tot_loss[loss=0.2183, simple_loss=0.3022, pruned_loss=0.06719, over 2472656.74 frames. utt_duration=530.7 frames, utt_pad_proportion=0.06365, over 18687.79 utterances.], batch size: 45, lr: 3.60e-04
2022-08-26 10:58:55,303 INFO [train.py:927] (6/8) Epoch 10, batch 20950, giga_loss[loss=0.2199, simple_loss=0.3027, pruned_loss=0.06851, over 12416.00 frames. utt_duration=1036 frames, utt_pad_proportion=0.02235, over 48.00 utterances.], tot_loss[loss=0.2205, simple_loss=0.3029, pruned_loss=0.06904, over 2472841.86 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06848, over 18307.96 utterances.], libri_tot_loss[loss=0.2213, simple_loss=0.2995, pruned_loss=0.07158, over 2469067.59 frames. utt_duration=1198 frames, utt_pad_proportion=0.06893, over 8255.81 utterances.], giga_tot_loss[loss=0.2188, simple_loss=0.302, pruned_loss=0.06785, over 2472883.01 frames. utt_duration=509.8 frames, utt_pad_proportion=0.06809, over 19459.66 utterances.], batch size: 48, lr: 3.60e-04
2022-08-26 11:00:39,954 INFO [train.py:927] (6/8) Epoch 10, batch 21000, giga_loss[loss=0.2064, simple_loss=0.2899, pruned_loss=0.06147, over 12362.00 frames. utt_duration=406.7 frames, utt_pad_proportion=0.03399, over 122.00 utterances.], tot_loss[loss=0.219, simple_loss=0.302, pruned_loss=0.06803, over 2473217.34 frames. utt_duration=535.2 frames, utt_pad_proportion=0.06693, over 18537.19 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2996, pruned_loss=0.07163, over 2469172.25 frames. utt_duration=1194 frames, utt_pad_proportion=0.0695, over 8280.54 utterances.], giga_tot_loss[loss=0.2176, simple_loss=0.3012, pruned_loss=0.06705, over 2473179.11 frames. utt_duration=509.9 frames, utt_pad_proportion=0.06649, over 19458.60 utterances.], batch size: 122, lr: 3.60e-04
2022-08-26 11:00:39,955 INFO [train.py:958] (6/8) Computing validation loss
2022-08-26 11:00:52,916 INFO [train.py:967] (6/8) Epoch 10, validation: loss=0.1827, simple_loss=0.2943, pruned_loss=0.03559, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 11:02:35,336 INFO [train.py:927] (6/8) Epoch 10, batch 21050, giga_loss[loss=0.1992, simple_loss=0.2802, pruned_loss=0.05913, over 12420.00 frames. utt_duration=308.2 frames, utt_pad_proportion=0.0517, over 162.00 utterances.], tot_loss[loss=0.2162, simple_loss=0.2989, pruned_loss=0.06676, over 2474045.45 frames. utt_duration=515.3 frames, utt_pad_proportion=0.06873, over 19261.36 utterances.], libri_tot_loss[loss=0.2212, simple_loss=0.2994, pruned_loss=0.0715, over 2469469.03 frames. utt_duration=1198 frames, utt_pad_proportion=0.06882, over 8254.51 utterances.], giga_tot_loss[loss=0.2153, simple_loss=0.2985, pruned_loss=0.06603, over 2473805.60 frames. utt_duration=492.3 frames, utt_pad_proportion=0.06861, over 20161.70 utterances.], batch size: 162, lr: 3.60e-04
2022-08-26 11:04:18,252 INFO [train.py:927] (6/8) Epoch 10, batch 21100, giga_loss[loss=0.1931, simple_loss=0.2621, pruned_loss=0.06207, over 12336.00 frames. utt_duration=134.1 frames, utt_pad_proportion=0.211, over 372.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.2935, pruned_loss=0.0644, over 2473589.33 frames. utt_duration=527.6 frames, utt_pad_proportion=0.06658, over 18805.30 utterances.], libri_tot_loss[loss=0.2208, simple_loss=0.299, pruned_loss=0.07129, over 2469655.12 frames. utt_duration=1201 frames, utt_pad_proportion=0.06811, over 8237.41 utterances.], giga_tot_loss[loss=0.2107, simple_loss=0.2935, pruned_loss=0.06392, over 2473339.45 frames. utt_duration=503.2 frames, utt_pad_proportion=0.06681, over 19717.38 utterances.], batch size: 372, lr: 3.60e-04
2022-08-26 11:06:00,272 INFO [train.py:927] (6/8) Epoch 10, batch 21150, giga_loss[loss=0.2258, simple_loss=0.3018, pruned_loss=0.07492, over 12364.00 frames. utt_duration=235.9 frames, utt_pad_proportion=0.07116, over 211.00 utterances.], tot_loss[loss=0.2106, simple_loss=0.2931, pruned_loss=0.06402, over 2473579.76 frames. utt_duration=519.4 frames, utt_pad_proportion=0.06711, over 19104.35 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2999, pruned_loss=0.07201, over 2469796.17 frames. utt_duration=1190 frames, utt_pad_proportion=0.07097, over 8313.13 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2923, pruned_loss=0.06293, over 2473310.72 frames. utt_duration=498.7 frames, utt_pad_proportion=0.06628, over 19898.22 utterances.], batch size: 211, lr: 3.60e-04
2022-08-26 11:07:42,582 INFO [train.py:927] (6/8) Epoch 10, batch 21200, giga_loss[loss=0.2154, simple_loss=0.2976, pruned_loss=0.06657, over 12394.00 frames. utt_duration=546.4 frames, utt_pad_proportion=0.02599, over 91.00 utterances.], tot_loss[loss=0.2091, simple_loss=0.2914, pruned_loss=0.06341, over 2473432.61 frames. utt_duration=551.9 frames, utt_pad_proportion=0.06164, over 17975.55 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.2999, pruned_loss=0.07193, over 2469761.43 frames. utt_duration=1198 frames, utt_pad_proportion=0.0693, over 8253.17 utterances.], giga_tot_loss[loss=0.2076, simple_loss=0.2904, pruned_loss=0.06235, over 2473350.27 frames. utt_duration=522.5 frames, utt_pad_proportion=0.06178, over 18988.94 utterances.], batch size: 91, lr: 3.60e-04
2022-08-26 11:09:23,145 INFO [train.py:927] (6/8) Epoch 10, batch 21250, giga_loss[loss=0.2178, simple_loss=0.2884, pruned_loss=0.07361, over 12367.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02548, over 48.00 utterances.], tot_loss[loss=0.2056, simple_loss=0.2876, pruned_loss=0.06181, over 2473611.38 frames. utt_duration=565.7 frames, utt_pad_proportion=0.06015, over 17535.43 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3, pruned_loss=0.07194, over 2469727.62 frames. utt_duration=1199 frames, utt_pad_proportion=0.06903, over 8247.90 utterances.], giga_tot_loss[loss=0.2043, simple_loss=0.2867, pruned_loss=0.06093, over 2473588.77 frames. utt_duration=540 frames, utt_pad_proportion=0.06043, over 18372.13 utterances.], batch size: 48, lr: 3.60e-04
2022-08-26 11:11:05,699 INFO [train.py:927] (6/8) Epoch 10, batch 21300, giga_loss[loss=0.1823, simple_loss=0.2699, pruned_loss=0.04734, over 12375.00 frames. utt_duration=799.9 frames, utt_pad_proportion=0.0304, over 62.00 utterances.], tot_loss[loss=0.2029, simple_loss=0.2843, pruned_loss=0.06074, over 2473232.21 frames. utt_duration=558.9 frames, utt_pad_proportion=0.06407, over 17747.85 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3001, pruned_loss=0.07202, over 2469821.34 frames. utt_duration=1200 frames, utt_pad_proportion=0.06831, over 8244.26 utterances.], giga_tot_loss[loss=0.2016, simple_loss=0.2835, pruned_loss=0.05983, over 2473171.68 frames. utt_duration=535.1 frames, utt_pad_proportion=0.06439, over 18538.35 utterances.], batch size: 62, lr: 3.60e-04
2022-08-26 11:12:46,558 INFO [train.py:927] (6/8) Epoch 10, batch 21350, giga_loss[loss=0.1872, simple_loss=0.2685, pruned_loss=0.05295, over 12419.00 frames. utt_duration=474.5 frames, utt_pad_proportion=0.03746, over 105.00 utterances.], tot_loss[loss=0.2, simple_loss=0.281, pruned_loss=0.0595, over 2473460.23 frames. utt_duration=578.5 frames, utt_pad_proportion=0.06121, over 17146.80 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3, pruned_loss=0.07202, over 2469503.54 frames. utt_duration=1201 frames, utt_pad_proportion=0.06711, over 8234.64 utterances.], giga_tot_loss[loss=0.1983, simple_loss=0.2798, pruned_loss=0.05842, over 2473799.72 frames. utt_duration=548.7 frames, utt_pad_proportion=0.06206, over 18083.93 utterances.], batch size: 105, lr: 3.60e-04
2022-08-26 11:14:29,652 INFO [train.py:927] (6/8) Epoch 10, batch 21400, giga_loss[loss=0.2571, simple_loss=0.3232, pruned_loss=0.09555, over 12370.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.02687, over 66.00 utterances.], tot_loss[loss=0.1991, simple_loss=0.28, pruned_loss=0.05911, over 2473528.65 frames. utt_duration=584.1 frames, utt_pad_proportion=0.05794, over 16981.95 utterances.], libri_tot_loss[loss=0.222, simple_loss=0.3, pruned_loss=0.07202, over 2469383.18 frames. utt_duration=1205 frames, utt_pad_proportion=0.06601, over 8205.91 utterances.], giga_tot_loss[loss=0.1972, simple_loss=0.2785, pruned_loss=0.0579, over 2474001.16 frames. utt_duration=551.5 frames, utt_pad_proportion=0.05914, over 17991.72 utterances.], batch size: 66, lr: 3.60e-04
2022-08-26 11:16:13,614 INFO [train.py:927] (6/8) Epoch 10, batch 21450, giga_loss[loss=0.1928, simple_loss=0.2747, pruned_loss=0.05546, over 12355.00 frames. utt_duration=750.1 frames, utt_pad_proportion=0.02834, over 66.00 utterances.], tot_loss[loss=0.1997, simple_loss=0.2795, pruned_loss=0.05988, over 2474076.98 frames. utt_duration=603.1 frames, utt_pad_proportion=0.05427, over 16449.26 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3004, pruned_loss=0.07317, over 2469720.19 frames. utt_duration=1212 frames, utt_pad_proportion=0.06466, over 8162.38 utterances.], giga_tot_loss[loss=0.1964, simple_loss=0.2775, pruned_loss=0.05762, over 2474262.45 frames. utt_duration=566.2 frames, utt_pad_proportion=0.05593, over 17526.51 utterances.], batch size: 66, lr: 3.60e-04
2022-08-26 11:17:54,190 INFO [train.py:927] (6/8) Epoch 10, batch 21500, giga_loss[loss=0.237, simple_loss=0.3084, pruned_loss=0.08281, over 12342.00 frames. utt_duration=133.8 frames, utt_pad_proportion=0.213, over 373.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.2858, pruned_loss=0.06349, over 2474237.59 frames. utt_duration=549.5 frames, utt_pad_proportion=0.06728, over 18059.99 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3003, pruned_loss=0.07303, over 2469570.65 frames. utt_duration=1215 frames, utt_pad_proportion=0.06336, over 8140.28 utterances.], giga_tot_loss[loss=0.2032, simple_loss=0.2836, pruned_loss=0.06143, over 2474672.03 frames. utt_duration=515.8 frames, utt_pad_proportion=0.06828, over 19245.41 utterances.], batch size: 373, lr: 3.59e-04
2022-08-26 11:19:36,534 INFO [train.py:927] (6/8) Epoch 10, batch 21550, giga_loss[loss=0.215, simple_loss=0.3019, pruned_loss=0.06406, over 12378.00 frames. utt_duration=309.1 frames, utt_pad_proportion=0.05198, over 161.00 utterances.], tot_loss[loss=0.2112, simple_loss=0.291, pruned_loss=0.06573, over 2473950.10 frames. utt_duration=544.9 frames, utt_pad_proportion=0.06539, over 18211.05 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3003, pruned_loss=0.07292, over 2469806.75 frames. utt_duration=1217 frames, utt_pad_proportion=0.06261, over 8127.25 utterances.], giga_tot_loss[loss=0.2087, simple_loss=0.2892, pruned_loss=0.06409, over 2474140.70 frames. utt_duration=514.5 frames, utt_pad_proportion=0.06657, over 19292.15 utterances.], batch size: 161, lr: 3.59e-04
2022-08-26 11:21:19,023 INFO [train.py:927] (6/8) Epoch 10, batch 21600, libri_loss[loss=0.2831, simple_loss=0.3486, pruned_loss=0.1088, over 12388.00 frames. utt_duration=425.2 frames, utt_pad_proportion=0.3293, over 117.00 utterances.], tot_loss[loss=0.2161, simple_loss=0.2965, pruned_loss=0.06789, over 2474156.75 frames. utt_duration=532.3 frames, utt_pad_proportion=0.06938, over 18643.67 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3003, pruned_loss=0.07294, over 2469545.28 frames. utt_duration=1209 frames, utt_pad_proportion=0.06614, over 8183.12 utterances.], giga_tot_loss[loss=0.2138, simple_loss=0.2949, pruned_loss=0.06635, over 2474671.13 frames. utt_duration=501.5 frames, utt_pad_proportion=0.06872, over 19795.16 utterances.], batch size: 117, lr: 3.59e-04
2022-08-26 11:22:58,006 INFO [train.py:927] (6/8) Epoch 10, batch 21650, giga_loss[loss=0.1691, simple_loss=0.2694, pruned_loss=0.0344, over 12424.00 frames. utt_duration=664 frames, utt_pad_proportion=0.03348, over 75.00 utterances.], tot_loss[loss=0.2179, simple_loss=0.2997, pruned_loss=0.06807, over 2474083.88 frames. utt_duration=531.5 frames, utt_pad_proportion=0.06654, over 18672.22 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2999, pruned_loss=0.07279, over 2469463.11 frames. utt_duration=1213 frames, utt_pad_proportion=0.06523, over 8153.58 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2987, pruned_loss=0.06689, over 2474660.86 frames. utt_duration=501.7 frames, utt_pad_proportion=0.06649, over 19788.32 utterances.], batch size: 75, lr: 3.59e-04
2022-08-26 11:24:41,019 INFO [train.py:927] (6/8) Epoch 10, batch 21700, giga_loss[loss=0.226, simple_loss=0.3062, pruned_loss=0.07289, over 12290.00 frames. utt_duration=1094 frames, utt_pad_proportion=0.02926, over 45.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2982, pruned_loss=0.06629, over 2474456.60 frames. utt_duration=523.9 frames, utt_pad_proportion=0.06926, over 18945.40 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.2997, pruned_loss=0.07264, over 2469478.82 frames. utt_duration=1215 frames, utt_pad_proportion=0.06389, over 8141.60 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2975, pruned_loss=0.06529, over 2475061.44 frames. utt_duration=491.7 frames, utt_pad_proportion=0.06956, over 20194.94 utterances.], batch size: 45, lr: 3.59e-04
2022-08-26 11:26:23,811 INFO [train.py:927] (6/8) Epoch 10, batch 21750, libri_loss[loss=0.273, simple_loss=0.3425, pruned_loss=0.1018, over 12457.00 frames. utt_duration=413.2 frames, utt_pad_proportion=0.3564, over 121.00 utterances.], tot_loss[loss=0.2154, simple_loss=0.2987, pruned_loss=0.06605, over 2474310.73 frames. utt_duration=527.8 frames, utt_pad_proportion=0.06792, over 18805.14 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.2999, pruned_loss=0.07267, over 2469994.27 frames. utt_duration=1202 frames, utt_pad_proportion=0.06733, over 8229.08 utterances.], giga_tot_loss[loss=0.214, simple_loss=0.2979, pruned_loss=0.06502, over 2474457.23 frames. utt_duration=496.2 frames, utt_pad_proportion=0.06683, over 20006.51 utterances.], batch size: 121, lr: 3.59e-04
2022-08-26 11:28:07,699 INFO [train.py:927] (6/8) Epoch 10, batch 21800, giga_loss[loss=0.2024, simple_loss=0.2969, pruned_loss=0.0539, over 12331.00 frames. utt_duration=668 frames, utt_pad_proportion=0.02764, over 74.00 utterances.], tot_loss[loss=0.2174, simple_loss=0.3004, pruned_loss=0.06724, over 2474376.95 frames. utt_duration=539.5 frames, utt_pad_proportion=0.06889, over 18394.76 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.2999, pruned_loss=0.07268, over 2469979.57 frames. utt_duration=1200 frames, utt_pad_proportion=0.06757, over 8246.82 utterances.], giga_tot_loss[loss=0.2162, simple_loss=0.2997, pruned_loss=0.06637, over 2474539.77 frames. utt_duration=511.3 frames, utt_pad_proportion=0.06787, over 19415.43 utterances.], batch size: 74, lr: 3.59e-04
2022-08-26 11:29:51,147 INFO [train.py:927] (6/8) Epoch 10, batch 21850, libri_loss[loss=0.1821, simple_loss=0.2695, pruned_loss=0.0474, over 12351.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.00559, over 33.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3019, pruned_loss=0.06854, over 2473968.04 frames. utt_duration=540.2 frames, utt_pad_proportion=0.06962, over 18368.04 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3002, pruned_loss=0.07262, over 2469718.84 frames. utt_duration=1192 frames, utt_pad_proportion=0.07103, over 8296.27 utterances.], giga_tot_loss[loss=0.2184, simple_loss=0.3012, pruned_loss=0.06783, over 2474408.59 frames. utt_duration=513.7 frames, utt_pad_proportion=0.06737, over 19323.48 utterances.], batch size: 33, lr: 3.59e-04
2022-08-26 11:31:35,752 INFO [train.py:927] (6/8) Epoch 10, batch 21900, giga_loss[loss=0.2062, simple_loss=0.2911, pruned_loss=0.06058, over 12341.00 frames. utt_duration=969.4 frames, utt_pad_proportion=0.03256, over 51.00 utterances.], tot_loss[loss=0.2203, simple_loss=0.3028, pruned_loss=0.0689, over 2474476.39 frames. utt_duration=541.2 frames, utt_pad_proportion=0.06605, over 18340.72 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3002, pruned_loss=0.07255, over 2469752.22 frames. utt_duration=1193 frames, utt_pad_proportion=0.07051, over 8291.30 utterances.], giga_tot_loss[loss=0.2195, simple_loss=0.3023, pruned_loss=0.06836, over 2474837.43 frames. utt_duration=517.4 frames, utt_pad_proportion=0.06462, over 19189.67 utterances.], batch size: 51, lr: 3.59e-04
2022-08-26 11:33:18,459 INFO [train.py:927] (6/8) Epoch 10, batch 21950, giga_loss[loss=0.2347, simple_loss=0.3205, pruned_loss=0.07449, over 12451.00 frames. utt_duration=475.8 frames, utt_pad_proportion=0.03694, over 105.00 utterances.], tot_loss[loss=0.2213, simple_loss=0.3042, pruned_loss=0.06921, over 2474044.97 frames. utt_duration=560.5 frames, utt_pad_proportion=0.06376, over 17702.35 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3, pruned_loss=0.07253, over 2469597.66 frames. utt_duration=1197 frames, utt_pad_proportion=0.06936, over 8261.23 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.304, pruned_loss=0.06872, over 2474589.74 frames. utt_duration=532.7 frames, utt_pad_proportion=0.06309, over 18632.84 utterances.], batch size: 105, lr: 3.59e-04
2022-08-26 11:35:01,601 INFO [train.py:927] (6/8) Epoch 10, batch 22000, giga_loss[loss=0.2216, simple_loss=0.2984, pruned_loss=0.07238, over 12441.00 frames. utt_duration=623.5 frames, utt_pad_proportion=0.03033, over 80.00 utterances.], tot_loss[loss=0.2223, simple_loss=0.3046, pruned_loss=0.06999, over 2473266.82 frames. utt_duration=569.8 frames, utt_pad_proportion=0.06823, over 17407.74 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.3004, pruned_loss=0.07285, over 2469324.72 frames. utt_duration=1172 frames, utt_pad_proportion=0.07888, over 8435.20 utterances.], giga_tot_loss[loss=0.2213, simple_loss=0.3043, pruned_loss=0.06917, over 2474116.11 frames. utt_duration=540.3 frames, utt_pad_proportion=0.06316, over 18367.90 utterances.], batch size: 80, lr: 3.59e-04
2022-08-26 11:36:46,138 INFO [train.py:927] (6/8) Epoch 10, batch 22050, giga_loss[loss=0.2146, simple_loss=0.2969, pruned_loss=0.0662, over 12356.00 frames. utt_duration=970.6 frames, utt_pad_proportion=0.03226, over 51.00 utterances.], tot_loss[loss=0.2212, simple_loss=0.3033, pruned_loss=0.06957, over 2472994.36 frames. utt_duration=599.3 frames, utt_pad_proportion=0.06982, over 16548.30 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3003, pruned_loss=0.07279, over 2469599.25 frames. utt_duration=1169 frames, utt_pad_proportion=0.08083, over 8461.89 utterances.], giga_tot_loss[loss=0.2205, simple_loss=0.3032, pruned_loss=0.06887, over 2473547.05 frames. utt_duration=564.6 frames, utt_pad_proportion=0.06461, over 17571.09 utterances.], batch size: 51, lr: 3.59e-04
2022-08-26 11:38:26,460 INFO [train.py:927] (6/8) Epoch 10, batch 22100, libri_loss[loss=0.2141, simple_loss=0.3081, pruned_loss=0.06004, over 12404.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.0068, over 31.00 utterances.], tot_loss[loss=0.2211, simple_loss=0.3031, pruned_loss=0.06956, over 2473137.13 frames. utt_duration=634.5 frames, utt_pad_proportion=0.06406, over 15628.64 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3, pruned_loss=0.07268, over 2469685.60 frames. utt_duration=1175 frames, utt_pad_proportion=0.08009, over 8419.84 utterances.], giga_tot_loss[loss=0.2207, simple_loss=0.3033, pruned_loss=0.06901, over 2473604.76 frames. utt_duration=594 frames, utt_pad_proportion=0.06013, over 16700.64 utterances.], batch size: 31, lr: 3.59e-04
2022-08-26 11:40:08,379 INFO [train.py:927] (6/8) Epoch 10, batch 22150, giga_loss[loss=0.2384, simple_loss=0.3253, pruned_loss=0.07577, over 12388.00 frames. utt_duration=234.2 frames, utt_pad_proportion=0.07802, over 213.00 utterances.], tot_loss[loss=0.2224, simple_loss=0.305, pruned_loss=0.06987, over 2473704.45 frames. utt_duration=618.1 frames, utt_pad_proportion=0.06802, over 16048.05 utterances.], libri_tot_loss[loss=0.2231, simple_loss=0.301, pruned_loss=0.07255, over 2469981.66 frames. utt_duration=1170 frames, utt_pad_proportion=0.08075, over 8454.60 utterances.], giga_tot_loss[loss=0.2217, simple_loss=0.3045, pruned_loss=0.06941, over 2473956.57 frames. utt_duration=576.5 frames, utt_pad_proportion=0.06412, over 17211.27 utterances.], batch size: 213, lr: 3.59e-04
2022-08-26 11:41:48,773 INFO [train.py:927] (6/8) Epoch 10, batch 22200, giga_loss[loss=0.2189, simple_loss=0.3012, pruned_loss=0.06831, over 12367.00 frames. utt_duration=511.6 frames, utt_pad_proportion=0.03114, over 97.00 utterances.], tot_loss[loss=0.2215, simple_loss=0.3043, pruned_loss=0.06939, over 2472706.10 frames. utt_duration=624.6 frames, utt_pad_proportion=0.06186, over 15874.74 utterances.], libri_tot_loss[loss=0.223, simple_loss=0.301, pruned_loss=0.07253, over 2469623.33 frames. utt_duration=1173 frames, utt_pad_proportion=0.07953, over 8430.71 utterances.], giga_tot_loss[loss=0.221, simple_loss=0.304, pruned_loss=0.069, over 2473289.42 frames. utt_duration=584.9 frames, utt_pad_proportion=0.0595, over 16959.29 utterances.], batch size: 97, lr: 3.59e-04
2022-08-26 11:43:30,735 INFO [train.py:927] (6/8) Epoch 10, batch 22250, libri_loss[loss=0.2106, simple_loss=0.2715, pruned_loss=0.07485, over 12400.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00706, over 31.00 utterances.], tot_loss[loss=0.2202, simple_loss=0.3023, pruned_loss=0.06899, over 2471891.49 frames. utt_duration=626.3 frames, utt_pad_proportion=0.06153, over 15824.53 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3008, pruned_loss=0.07253, over 2469661.62 frames. utt_duration=1176 frames, utt_pad_proportion=0.07849, over 8410.22 utterances.], giga_tot_loss[loss=0.2198, simple_loss=0.3023, pruned_loss=0.06862, over 2472362.27 frames. utt_duration=588.9 frames, utt_pad_proportion=0.06, over 16836.94 utterances.], batch size: 31, lr: 3.59e-04
2022-08-26 11:45:11,783 INFO [train.py:927] (6/8) Epoch 10, batch 22300, giga_loss[loss=0.2112, simple_loss=0.2983, pruned_loss=0.06204, over 12449.00 frames. utt_duration=438.3 frames, utt_pad_proportion=0.04096, over 114.00 utterances.], tot_loss[loss=0.218, simple_loss=0.2999, pruned_loss=0.06802, over 2471040.42 frames. utt_duration=629.9 frames, utt_pad_proportion=0.06046, over 15728.37 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3003, pruned_loss=0.07225, over 2469516.47 frames. utt_duration=1180 frames, utt_pad_proportion=0.07776, over 8381.26 utterances.], giga_tot_loss[loss=0.218, simple_loss=0.3003, pruned_loss=0.06791, over 2471555.30 frames. utt_duration=595.6 frames, utt_pad_proportion=0.0595, over 16641.88 utterances.], batch size: 114, lr: 3.59e-04
2022-08-26 11:46:52,728 INFO [train.py:927] (6/8) Epoch 10, batch 22350, giga_loss[loss=0.2157, simple_loss=0.2921, pruned_loss=0.06967, over 12377.00 frames. utt_duration=583.8 frames, utt_pad_proportion=0.03031, over 85.00 utterances.], tot_loss[loss=0.2157, simple_loss=0.2971, pruned_loss=0.06714, over 2470953.24 frames. utt_duration=644.3 frames, utt_pad_proportion=0.06013, over 15375.77 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07237, over 2469356.32 frames. utt_duration=1184 frames, utt_pad_proportion=0.07671, over 8353.84 utterances.], giga_tot_loss[loss=0.2156, simple_loss=0.2975, pruned_loss=0.06688, over 2471530.95 frames. utt_duration=610 frames, utt_pad_proportion=0.05968, over 16245.25 utterances.], batch size: 85, lr: 3.59e-04
2022-08-26 11:48:33,341 INFO [train.py:927] (6/8) Epoch 10, batch 22400, giga_loss[loss=0.2151, simple_loss=0.2913, pruned_loss=0.06942, over 12214.00 frames. utt_duration=1165 frames, utt_pad_proportion=0.03021, over 42.00 utterances.], tot_loss[loss=0.2139, simple_loss=0.295, pruned_loss=0.06637, over 2471502.86 frames. utt_duration=638.3 frames, utt_pad_proportion=0.05596, over 15524.29 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3002, pruned_loss=0.0723, over 2469546.00 frames. utt_duration=1183 frames, utt_pad_proportion=0.07618, over 8363.88 utterances.], giga_tot_loss[loss=0.2137, simple_loss=0.2952, pruned_loss=0.06611, over 2471830.52 frames. utt_duration=606.8 frames, utt_pad_proportion=0.05584, over 16335.42 utterances.], batch size: 42, lr: 3.59e-04
2022-08-26 11:50:14,327 INFO [train.py:927] (6/8) Epoch 10, batch 22450, giga_loss[loss=0.1989, simple_loss=0.2774, pruned_loss=0.06025, over 12263.00 frames. utt_duration=1169 frames, utt_pad_proportion=0.02797, over 42.00 utterances.], tot_loss[loss=0.2108, simple_loss=0.2918, pruned_loss=0.06483, over 2471782.01 frames. utt_duration=646.7 frames, utt_pad_proportion=0.05173, over 15324.51 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3003, pruned_loss=0.07236, over 2469567.27 frames. utt_duration=1183 frames, utt_pad_proportion=0.07588, over 8360.06 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2919, pruned_loss=0.06454, over 2472028.27 frames. utt_duration=619.6 frames, utt_pad_proportion=0.0519, over 15996.60 utterances.], batch size: 42, lr: 3.59e-04
2022-08-26 11:51:54,624 INFO [train.py:927] (6/8) Epoch 10, batch 22500, giga_loss[loss=0.2114, simple_loss=0.2861, pruned_loss=0.06836, over 12418.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.04967, over 34.00 utterances.], tot_loss[loss=0.2098, simple_loss=0.2921, pruned_loss=0.06378, over 2472579.59 frames. utt_duration=647.7 frames, utt_pad_proportion=0.05093, over 15304.95 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3007, pruned_loss=0.07234, over 2469676.39 frames. utt_duration=1177 frames, utt_pad_proportion=0.07918, over 8407.13 utterances.], giga_tot_loss[loss=0.2091, simple_loss=0.2915, pruned_loss=0.06336, over 2472738.97 frames. utt_duration=621.6 frames, utt_pad_proportion=0.04904, over 15950.33 utterances.], batch size: 34, lr: 3.59e-04
2022-08-26 11:53:35,174 INFO [train.py:927] (6/8) Epoch 10, batch 22550, giga_loss[loss=0.1872, simple_loss=0.2654, pruned_loss=0.05449, over 12199.00 frames. utt_duration=1744 frames, utt_pad_proportion=0.03941, over 28.00 utterances.], tot_loss[loss=0.212, simple_loss=0.2945, pruned_loss=0.06476, over 2473115.42 frames. utt_duration=601.5 frames, utt_pad_proportion=0.06021, over 16488.23 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3008, pruned_loss=0.07248, over 2469533.67 frames. utt_duration=1169 frames, utt_pad_proportion=0.08215, over 8458.78 utterances.], giga_tot_loss[loss=0.211, simple_loss=0.2938, pruned_loss=0.0641, over 2473463.12 frames. utt_duration=579.1 frames, utt_pad_proportion=0.05667, over 17129.54 utterances.], batch size: 28, lr: 3.59e-04
2022-08-26 11:55:12,705 INFO [train.py:927] (6/8) Epoch 10, batch 22600, giga_loss[loss=0.1956, simple_loss=0.2843, pruned_loss=0.05342, over 12360.00 frames. utt_duration=854.1 frames, utt_pad_proportion=0.03167, over 58.00 utterances.], tot_loss[loss=0.2102, simple_loss=0.2934, pruned_loss=0.06354, over 2473853.37 frames. utt_duration=569.9 frames, utt_pad_proportion=0.06554, over 17409.57 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3006, pruned_loss=0.07238, over 2469213.91 frames. utt_duration=1174 frames, utt_pad_proportion=0.08092, over 8420.34 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2929, pruned_loss=0.06285, over 2474536.41 frames. utt_duration=544.4 frames, utt_pad_proportion=0.06296, over 18232.11 utterances.], batch size: 58, lr: 3.59e-04
2022-08-26 11:56:54,693 INFO [train.py:927] (6/8) Epoch 10, batch 22650, giga_loss[loss=0.1994, simple_loss=0.2896, pruned_loss=0.05457, over 12335.00 frames. utt_duration=749.3 frames, utt_pad_proportion=0.0294, over 66.00 utterances.], tot_loss[loss=0.2104, simple_loss=0.2935, pruned_loss=0.06362, over 2473842.17 frames. utt_duration=563.8 frames, utt_pad_proportion=0.0624, over 17598.64 utterances.], libri_tot_loss[loss=0.2227, simple_loss=0.3006, pruned_loss=0.07239, over 2469211.84 frames. utt_duration=1173 frames, utt_pad_proportion=0.08081, over 8429.24 utterances.], giga_tot_loss[loss=0.2096, simple_loss=0.2931, pruned_loss=0.06303, over 2474397.54 frames. utt_duration=543.1 frames, utt_pad_proportion=0.0605, over 18273.56 utterances.], batch size: 66, lr: 3.59e-04
2022-08-26 11:58:34,474 INFO [train.py:927] (6/8) Epoch 10, batch 22700, giga_loss[loss=0.1977, simple_loss=0.276, pruned_loss=0.05966, over 12189.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.02997, over 39.00 utterances.], tot_loss[loss=0.211, simple_loss=0.2943, pruned_loss=0.06387, over 2472364.16 frames. utt_duration=559.3 frames, utt_pad_proportion=0.0619, over 17728.03 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3001, pruned_loss=0.07222, over 2469088.68 frames. utt_duration=1178 frames, utt_pad_proportion=0.08014, over 8392.00 utterances.], giga_tot_loss[loss=0.2105, simple_loss=0.2942, pruned_loss=0.06344, over 2472949.26 frames. utt_duration=538.8 frames, utt_pad_proportion=0.0606, over 18409.20 utterances.], batch size: 39, lr: 3.59e-04
2022-08-26 12:00:17,778 INFO [train.py:927] (6/8) Epoch 10, batch 22750, giga_loss[loss=0.1955, simple_loss=0.2895, pruned_loss=0.05071, over 12438.00 frames. utt_duration=580 frames, utt_pad_proportion=0.03496, over 86.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2957, pruned_loss=0.06427, over 2473168.92 frames. utt_duration=572.4 frames, utt_pad_proportion=0.06091, over 17328.42 utterances.], libri_tot_loss[loss=0.2223, simple_loss=0.3003, pruned_loss=0.07218, over 2469021.00 frames. utt_duration=1179 frames, utt_pad_proportion=0.07913, over 8389.70 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2953, pruned_loss=0.0637, over 2473807.74 frames. utt_duration=546.3 frames, utt_pad_proportion=0.06003, over 18162.76 utterances.], batch size: 86, lr: 3.59e-04
2022-08-26 12:01:57,994 INFO [train.py:927] (6/8) Epoch 10, batch 22800, libri_loss[loss=0.2044, simple_loss=0.2855, pruned_loss=0.06163, over 12238.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006126, over 34.00 utterances.], tot_loss[loss=0.2122, simple_loss=0.2961, pruned_loss=0.06417, over 2472658.20 frames. utt_duration=591.3 frames, utt_pad_proportion=0.05716, over 16769.81 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3005, pruned_loss=0.07226, over 2468845.25 frames. utt_duration=1181 frames, utt_pad_proportion=0.07822, over 8368.96 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2956, pruned_loss=0.06354, over 2473385.39 frames. utt_duration=564.6 frames, utt_pad_proportion=0.05688, over 17568.67 utterances.], batch size: 34, lr: 3.59e-04
2022-08-26 12:03:36,794 INFO [train.py:927] (6/8) Epoch 10, batch 22850, giga_loss[loss=0.2063, simple_loss=0.2835, pruned_loss=0.06454, over 12368.00 frames. utt_duration=1032 frames, utt_pad_proportion=0.02807, over 48.00 utterances.], tot_loss[loss=0.2121, simple_loss=0.2957, pruned_loss=0.06429, over 2472645.31 frames. utt_duration=585.1 frames, utt_pad_proportion=0.05945, over 16947.62 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3004, pruned_loss=0.07231, over 2468724.02 frames. utt_duration=1183 frames, utt_pad_proportion=0.07795, over 8358.11 utterances.], giga_tot_loss[loss=0.2114, simple_loss=0.2953, pruned_loss=0.06371, over 2473341.88 frames. utt_duration=562.9 frames, utt_pad_proportion=0.05925, over 17621.32 utterances.], batch size: 48, lr: 3.59e-04
2022-08-26 12:05:17,475 INFO [train.py:927] (6/8) Epoch 10, batch 22900, giga_loss[loss=0.2118, simple_loss=0.2889, pruned_loss=0.06739, over 12351.00 frames. utt_duration=853.3 frames, utt_pad_proportion=0.03149, over 58.00 utterances.], tot_loss[loss=0.2096, simple_loss=0.2931, pruned_loss=0.06303, over 2472790.20 frames. utt_duration=604.3 frames, utt_pad_proportion=0.05892, over 16409.36 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3005, pruned_loss=0.07226, over 2468758.86 frames. utt_duration=1185 frames, utt_pad_proportion=0.07738, over 8341.56 utterances.], giga_tot_loss[loss=0.2089, simple_loss=0.2927, pruned_loss=0.06255, over 2473344.38 frames. utt_duration=582.5 frames, utt_pad_proportion=0.05897, over 17028.00 utterances.], batch size: 58, lr: 3.59e-04
2022-08-26 12:06:56,503 INFO [train.py:927] (6/8) Epoch 10, batch 22950, giga_loss[loss=0.1982, simple_loss=0.277, pruned_loss=0.05975, over 12335.00 frames. utt_duration=969 frames, utt_pad_proportion=0.0339, over 51.00 utterances.], tot_loss[loss=0.2089, simple_loss=0.2933, pruned_loss=0.0623, over 2472161.13 frames. utt_duration=596.5 frames, utt_pad_proportion=0.05835, over 16619.68 utterances.], libri_tot_loss[loss=0.2225, simple_loss=0.3006, pruned_loss=0.07219, over 2468839.69 frames. utt_duration=1187 frames, utt_pad_proportion=0.07676, over 8333.16 utterances.], giga_tot_loss[loss=0.2083, simple_loss=0.2928, pruned_loss=0.0619, over 2472562.16 frames. utt_duration=576.9 frames, utt_pad_proportion=0.05861, over 17187.12 utterances.], batch size: 51, lr: 3.58e-04
2022-08-26 12:08:33,958 INFO [train.py:927] (6/8) Epoch 10, batch 23000, giga_loss[loss=0.1945, simple_loss=0.2713, pruned_loss=0.05881, over 12259.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.03008, over 45.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2942, pruned_loss=0.06304, over 2472608.47 frames. utt_duration=556.5 frames, utt_pad_proportion=0.06124, over 17820.86 utterances.], libri_tot_loss[loss=0.2224, simple_loss=0.3005, pruned_loss=0.07213, over 2468730.49 frames. utt_duration=1188 frames, utt_pad_proportion=0.07652, over 8320.49 utterances.], giga_tot_loss[loss=0.2097, simple_loss=0.2939, pruned_loss=0.06274, over 2473020.57 frames. utt_duration=541.8 frames, utt_pad_proportion=0.06142, over 18307.04 utterances.], batch size: 45, lr: 3.58e-04
2022-08-26 12:10:13,229 INFO [train.py:927] (6/8) Epoch 10, batch 23050, giga_loss[loss=0.1762, simple_loss=0.2584, pruned_loss=0.04697, over 12342.00 frames. utt_duration=1900 frames, utt_pad_proportion=0.04651, over 26.00 utterances.], tot_loss[loss=0.2103, simple_loss=0.2935, pruned_loss=0.06358, over 2473604.51 frames. utt_duration=561.1 frames, utt_pad_proportion=0.0591, over 17680.40 utterances.], libri_tot_loss[loss=0.2229, simple_loss=0.3013, pruned_loss=0.07222, over 2468799.91 frames. utt_duration=1192 frames, utt_pad_proportion=0.07534, over 8296.25 utterances.], giga_tot_loss[loss=0.2093, simple_loss=0.2924, pruned_loss=0.06309, over 2473941.03 frames. utt_duration=543.5 frames, utt_pad_proportion=0.05968, over 18257.05 utterances.], batch size: 26, lr: 3.58e-04
2022-08-26 12:11:50,622 INFO [train.py:927] (6/8) Epoch 10, batch 23100, giga_loss[loss=0.2005, simple_loss=0.2836, pruned_loss=0.05871, over 12373.00 frames. utt_duration=545.5 frames, utt_pad_proportion=0.02772, over 91.00 utterances.], tot_loss[loss=0.2116, simple_loss=0.2937, pruned_loss=0.06472, over 2473537.64 frames. utt_duration=553.5 frames, utt_pad_proportion=0.05956, over 17922.41 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3023, pruned_loss=0.07307, over 2468962.21 frames. utt_duration=1171 frames, utt_pad_proportion=0.08155, over 8442.33 utterances.], giga_tot_loss[loss=0.2092, simple_loss=0.2918, pruned_loss=0.06336, over 2473795.16 frames. utt_duration=536 frames, utt_pad_proportion=0.05713, over 18511.70 utterances.], batch size: 91, lr: 3.58e-04
2022-08-26 12:13:29,860 INFO [train.py:927] (6/8) Epoch 10, batch 23150, giga_loss[loss=0.2014, simple_loss=0.289, pruned_loss=0.05693, over 12429.00 frames. utt_duration=375.3 frames, utt_pad_proportion=0.03761, over 133.00 utterances.], tot_loss[loss=0.2086, simple_loss=0.2905, pruned_loss=0.06331, over 2473650.57 frames. utt_duration=560.2 frames, utt_pad_proportion=0.05838, over 17709.24 utterances.], libri_tot_loss[loss=0.2243, simple_loss=0.3023, pruned_loss=0.07317, over 2468624.19 frames. utt_duration=1164 frames, utt_pad_proportion=0.0845, over 8490.79 utterances.], giga_tot_loss[loss=0.2063, simple_loss=0.2888, pruned_loss=0.06196, over 2474220.25 frames. utt_duration=542.3 frames, utt_pad_proportion=0.05487, over 18299.26 utterances.], batch size: 133, lr: 3.58e-04
2022-08-26 12:15:08,050 INFO [train.py:927] (6/8) Epoch 10, batch 23200, giga_loss[loss=0.1796, simple_loss=0.2669, pruned_loss=0.04622, over 12382.00 frames. utt_duration=477.9 frames, utt_pad_proportion=0.03268, over 104.00 utterances.], tot_loss[loss=0.2064, simple_loss=0.288, pruned_loss=0.0624, over 2473848.05 frames. utt_duration=545.8 frames, utt_pad_proportion=0.05768, over 18179.07 utterances.], libri_tot_loss[loss=0.2242, simple_loss=0.3022, pruned_loss=0.07317, over 2468449.95 frames. utt_duration=1169 frames, utt_pad_proportion=0.08363, over 8459.59 utterances.], giga_tot_loss[loss=0.2045, simple_loss=0.2866, pruned_loss=0.06119, over 2474525.25 frames. utt_duration=527.7 frames, utt_pad_proportion=0.05526, over 18811.93 utterances.], batch size: 104, lr: 3.58e-04
2022-08-26 12:16:46,529 INFO [train.py:927] (6/8) Epoch 10, batch 23250, giga_loss[loss=0.2167, simple_loss=0.3071, pruned_loss=0.06315, over 12413.00 frames. utt_duration=405 frames, utt_pad_proportion=0.04028, over 123.00 utterances.], tot_loss[loss=0.2063, simple_loss=0.2884, pruned_loss=0.06208, over 2473865.93 frames. utt_duration=563.2 frames, utt_pad_proportion=0.05421, over 17617.32 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3016, pruned_loss=0.07289, over 2468324.18 frames. utt_duration=1175 frames, utt_pad_proportion=0.08334, over 8416.90 utterances.], giga_tot_loss[loss=0.205, simple_loss=0.2876, pruned_loss=0.06122, over 2474596.04 frames. utt_duration=542.7 frames, utt_pad_proportion=0.05234, over 18291.17 utterances.], batch size: 123, lr: 3.58e-04
2022-08-26 12:18:23,780 INFO [train.py:927] (6/8) Epoch 10, batch 23300, giga_loss[loss=0.2329, simple_loss=0.3086, pruned_loss=0.07859, over 12377.00 frames. utt_duration=136.6 frames, utt_pad_proportion=0.1965, over 366.00 utterances.], tot_loss[loss=0.2076, simple_loss=0.2903, pruned_loss=0.06248, over 2473750.02 frames. utt_duration=566.7 frames, utt_pad_proportion=0.05503, over 17506.35 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3016, pruned_loss=0.07283, over 2468226.85 frames. utt_duration=1176 frames, utt_pad_proportion=0.08292, over 8402.72 utterances.], giga_tot_loss[loss=0.2065, simple_loss=0.2895, pruned_loss=0.06177, over 2474462.88 frames. utt_duration=547.5 frames, utt_pad_proportion=0.05358, over 18129.01 utterances.], batch size: 366, lr: 3.58e-04
2022-08-26 12:20:03,294 INFO [train.py:927] (6/8) Epoch 10, batch 23350, giga_loss[loss=0.2297, simple_loss=0.315, pruned_loss=0.07218, over 12389.00 frames. utt_duration=752.1 frames, utt_pad_proportion=0.02575, over 66.00 utterances.], tot_loss[loss=0.2101, simple_loss=0.2929, pruned_loss=0.06367, over 2473146.26 frames. utt_duration=571.7 frames, utt_pad_proportion=0.05961, over 17348.12 utterances.], libri_tot_loss[loss=0.2234, simple_loss=0.3016, pruned_loss=0.07264, over 2468533.29 frames. utt_duration=1173 frames, utt_pad_proportion=0.0846, over 8431.25 utterances.], giga_tot_loss[loss=0.2088, simple_loss=0.2919, pruned_loss=0.06285, over 2473662.38 frames. utt_duration=545.3 frames, utt_pad_proportion=0.05704, over 18194.77 utterances.], batch size: 66, lr: 3.58e-04
2022-08-26 12:21:47,887 INFO [train.py:927] (6/8) Epoch 10, batch 23400, giga_loss[loss=0.2116, simple_loss=0.298, pruned_loss=0.06263, over 12332.00 frames. utt_duration=851.9 frames, utt_pad_proportion=0.03192, over 58.00 utterances.], tot_loss[loss=0.2195, simple_loss=0.3003, pruned_loss=0.06937, over 2473429.49 frames. utt_duration=530 frames, utt_pad_proportion=0.06419, over 18720.93 utterances.], libri_tot_loss[loss=0.2235, simple_loss=0.3015, pruned_loss=0.07275, over 2468536.46 frames. utt_duration=1179 frames, utt_pad_proportion=0.08306, over 8387.88 utterances.], giga_tot_loss[loss=0.2182, simple_loss=0.2994, pruned_loss=0.06848, over 2473930.22 frames. utt_duration=505 frames, utt_pad_proportion=0.06255, over 19652.10 utterances.], batch size: 58, lr: 3.58e-04
2022-08-26 12:23:27,489 INFO [train.py:927] (6/8) Epoch 10, batch 23450, giga_loss[loss=0.3301, simple_loss=0.3729, pruned_loss=0.1437, over 12353.00 frames. utt_duration=134.6 frames, utt_pad_proportion=0.208, over 371.00 utterances.], tot_loss[loss=0.2271, simple_loss=0.3067, pruned_loss=0.07382, over 2474193.25 frames. utt_duration=516.5 frames, utt_pad_proportion=0.06846, over 19217.10 utterances.], libri_tot_loss[loss=0.2236, simple_loss=0.3015, pruned_loss=0.07284, over 2468868.34 frames. utt_duration=1183 frames, utt_pad_proportion=0.08112, over 8358.61 utterances.], giga_tot_loss[loss=0.2259, simple_loss=0.306, pruned_loss=0.07296, over 2474441.75 frames. utt_duration=490.3 frames, utt_pad_proportion=0.06745, over 20249.35 utterances.], batch size: 371, lr: 3.58e-04
2022-08-26 12:25:09,535 INFO [train.py:927] (6/8) Epoch 10, batch 23500, giga_loss[loss=0.2642, simple_loss=0.3458, pruned_loss=0.09131, over 12349.00 frames. utt_duration=750 frames, utt_pad_proportion=0.0272, over 66.00 utterances.], tot_loss[loss=0.2361, simple_loss=0.3137, pruned_loss=0.0793, over 2473982.82 frames. utt_duration=492.3 frames, utt_pad_proportion=0.07274, over 20161.81 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3012, pruned_loss=0.07262, over 2468898.00 frames. utt_duration=1185 frames, utt_pad_proportion=0.07986, over 8342.53 utterances.], giga_tot_loss[loss=0.2357, simple_loss=0.3136, pruned_loss=0.0789, over 2474261.83 frames. utt_duration=467.2 frames, utt_pad_proportion=0.07213, over 21250.67 utterances.], batch size: 66, lr: 3.58e-04
2022-08-26 12:26:54,800 INFO [train.py:927] (6/8) Epoch 10, batch 23550, giga_loss[loss=0.3106, simple_loss=0.3667, pruned_loss=0.1273, over 12400.00 frames. utt_duration=272.5 frames, utt_pad_proportion=0.06356, over 183.00 utterances.], tot_loss[loss=0.2429, simple_loss=0.3187, pruned_loss=0.08361, over 2474016.94 frames. utt_duration=461.7 frames, utt_pad_proportion=0.07659, over 21500.91 utterances.], libri_tot_loss[loss=0.2232, simple_loss=0.3011, pruned_loss=0.07261, over 2468686.51 frames. utt_duration=1187 frames, utt_pad_proportion=0.07958, over 8332.82 utterances.], giga_tot_loss[loss=0.2427, simple_loss=0.3188, pruned_loss=0.08334, over 2474466.76 frames. utt_duration=442.9 frames, utt_pad_proportion=0.07608, over 22424.28 utterances.], batch size: 183, lr: 3.58e-04
2022-08-26 12:28:41,404 INFO [train.py:927] (6/8) Epoch 10, batch 23600, giga_loss[loss=0.2685, simple_loss=0.3442, pruned_loss=0.09642, over 12206.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.03246, over 42.00 utterances.], tot_loss[loss=0.2483, simple_loss=0.3224, pruned_loss=0.08711, over 2473399.53 frames. utt_duration=446.6 frames, utt_pad_proportion=0.08572, over 22225.44 utterances.], libri_tot_loss[loss=0.2239, simple_loss=0.3019, pruned_loss=0.07294, over 2468497.09 frames. utt_duration=1167 frames, utt_pad_proportion=0.08699, over 8469.46 utterances.], giga_tot_loss[loss=0.248, simple_loss=0.3221, pruned_loss=0.08689, over 2474045.14 frames. utt_duration=429 frames, utt_pad_proportion=0.08237, over 23145.56 utterances.], batch size: 42, lr: 3.58e-04
2022-08-26 12:30:29,095 INFO [train.py:927] (6/8) Epoch 10, batch 23650, giga_loss[loss=0.2675, simple_loss=0.3385, pruned_loss=0.09828, over 12357.00 frames. utt_duration=707.7 frames, utt_pad_proportion=0.02928, over 70.00 utterances.], tot_loss[loss=0.2531, simple_loss=0.3261, pruned_loss=0.09009, over 2474713.72 frames. utt_duration=446.9 frames, utt_pad_proportion=0.08031, over 22221.26 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3016, pruned_loss=0.07286, over 2468680.34 frames. utt_duration=1161 frames, utt_pad_proportion=0.08972, over 8516.06 utterances.], giga_tot_loss[loss=0.2535, simple_loss=0.3265, pruned_loss=0.09026, over 2475151.74 frames. utt_duration=429 frames, utt_pad_proportion=0.07697, over 23154.29 utterances.], batch size: 70, lr: 3.58e-04
2022-08-26 12:32:14,377 INFO [train.py:927] (6/8) Epoch 10, batch 23700, giga_loss[loss=0.2437, simple_loss=0.3201, pruned_loss=0.0837, over 12424.00 frames. utt_duration=622.8 frames, utt_pad_proportion=0.03149, over 80.00 utterances.], tot_loss[loss=0.2529, simple_loss=0.3253, pruned_loss=0.09025, over 2475345.77 frames. utt_duration=456.7 frames, utt_pad_proportion=0.07978, over 21751.01 utterances.], libri_tot_loss[loss=0.2237, simple_loss=0.3016, pruned_loss=0.07285, over 2468836.66 frames. utt_duration=1166 frames, utt_pad_proportion=0.08805, over 8476.57 utterances.], giga_tot_loss[loss=0.2539, simple_loss=0.3262, pruned_loss=0.09078, over 2475691.84 frames. utt_duration=435.2 frames, utt_pad_proportion=0.0776, over 22828.53 utterances.], batch size: 80, lr: 3.58e-04
2022-08-26 12:33:55,900 INFO [train.py:927] (6/8) Epoch 10, batch 23750, giga_loss[loss=0.2998, simple_loss=0.3634, pruned_loss=0.1181, over 12374.00 frames. utt_duration=235.1 frames, utt_pad_proportion=0.0746, over 212.00 utterances.], tot_loss[loss=0.2547, simple_loss=0.3271, pruned_loss=0.09119, over 2475454.77 frames. utt_duration=447.4 frames, utt_pad_proportion=0.0798, over 22205.70 utterances.], libri_tot_loss[loss=0.2228, simple_loss=0.3008, pruned_loss=0.07241, over 2468714.79 frames. utt_duration=1171 frames, utt_pad_proportion=0.08718, over 8440.48 utterances.], giga_tot_loss[loss=0.2571, simple_loss=0.3292, pruned_loss=0.09247, over 2476009.97 frames. utt_duration=423.7 frames, utt_pad_proportion=0.0783, over 23454.67 utterances.], batch size: 212, lr: 3.58e-04
2022-08-26 12:35:42,331 INFO [train.py:927] (6/8) Epoch 10, batch 23800, giga_loss[loss=0.2527, simple_loss=0.3244, pruned_loss=0.09052, over 12436.00 frames. utt_duration=342.4 frames, utt_pad_proportion=0.04085, over 146.00 utterances.], tot_loss[loss=0.255, simple_loss=0.3278, pruned_loss=0.09115, over 2475760.30 frames. utt_duration=429.6 frames, utt_pad_proportion=0.08477, over 23132.08 utterances.], libri_tot_loss[loss=0.2226, simple_loss=0.3007, pruned_loss=0.07227, over 2468602.69 frames. utt_duration=1175 frames, utt_pad_proportion=0.08622, over 8414.03 utterances.], giga_tot_loss[loss=0.2575, simple_loss=0.3299, pruned_loss=0.09257, over 2476395.25 frames. utt_duration=408.2 frames, utt_pad_proportion=0.08374, over 24353.89 utterances.], batch size: 146, lr: 3.58e-04
2022-08-26 12:37:28,764 INFO [train.py:927] (6/8) Epoch 10, batch 23850, giga_loss[loss=0.3124, simple_loss=0.356, pruned_loss=0.1344, over 12375.00 frames. utt_duration=193.3 frames, utt_pad_proportion=0.1049, over 258.00 utterances.], tot_loss[loss=0.2514, simple_loss=0.3257, pruned_loss=0.08852, over 2475710.54 frames. utt_duration=425.8 frames, utt_pad_proportion=0.0828, over 23335.01 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3005, pruned_loss=0.07199, over 2468690.68 frames. utt_duration=1178 frames, utt_pad_proportion=0.08527, over 8389.97 utterances.], giga_tot_loss[loss=0.254, simple_loss=0.3279, pruned_loss=0.09008, over 2476225.82 frames. utt_duration=405.6 frames, utt_pad_proportion=0.08236, over 24507.81 utterances.], batch size: 258, lr: 3.58e-04
2022-08-26 12:39:10,754 INFO [train.py:927] (6/8) Epoch 10, batch 23900, giga_loss[loss=0.2615, simple_loss=0.3296, pruned_loss=0.09668, over 12385.00 frames. utt_duration=545.8 frames, utt_pad_proportion=0.02709, over 91.00 utterances.], tot_loss[loss=0.2477, simple_loss=0.323, pruned_loss=0.0862, over 2474597.05 frames. utt_duration=443 frames, utt_pad_proportion=0.07973, over 22416.28 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3005, pruned_loss=0.07197, over 2468723.50 frames. utt_duration=1184 frames, utt_pad_proportion=0.08328, over 8351.83 utterances.], giga_tot_loss[loss=0.2507, simple_loss=0.3254, pruned_loss=0.08797, over 2475194.18 frames. utt_duration=416.6 frames, utt_pad_proportion=0.08011, over 23845.97 utterances.], batch size: 91, lr: 3.58e-04
2022-08-26 12:40:55,703 INFO [train.py:927] (6/8) Epoch 10, batch 23950, giga_loss[loss=0.2637, simple_loss=0.3235, pruned_loss=0.1019, over 12372.00 frames. utt_duration=136.9 frames, utt_pad_proportion=0.1946, over 365.00 utterances.], tot_loss[loss=0.2456, simple_loss=0.3215, pruned_loss=0.08486, over 2474515.63 frames. utt_duration=454.3 frames, utt_pad_proportion=0.07757, over 21859.31 utterances.], libri_tot_loss[loss=0.2222, simple_loss=0.3005, pruned_loss=0.07193, over 2468890.53 frames. utt_duration=1186 frames, utt_pad_proportion=0.08231, over 8333.68 utterances.], giga_tot_loss[loss=0.2483, simple_loss=0.3237, pruned_loss=0.08645, over 2474911.11 frames. utt_duration=428.5 frames, utt_pad_proportion=0.07827, over 23181.09 utterances.], batch size: 365, lr: 3.58e-04
2022-08-26 12:42:49,518 INFO [train.py:927] (6/8) Epoch 10, batch 24000, giga_loss[loss=0.2647, simple_loss=0.343, pruned_loss=0.09326, over 12427.00 frames. utt_duration=234.7 frames, utt_pad_proportion=0.07233, over 213.00 utterances.], tot_loss[loss=0.2434, simple_loss=0.3201, pruned_loss=0.08336, over 2474936.52 frames. utt_duration=447 frames, utt_pad_proportion=0.08156, over 22216.59 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3001, pruned_loss=0.07176, over 2469111.18 frames. utt_duration=1191 frames, utt_pad_proportion=0.08107, over 8306.22 utterances.], giga_tot_loss[loss=0.2463, simple_loss=0.3225, pruned_loss=0.085, over 2475154.73 frames. utt_duration=422 frames, utt_pad_proportion=0.08231, over 23539.88 utterances.], batch size: 213, lr: 3.58e-04
2022-08-26 12:42:49,519 INFO [train.py:958] (6/8) Computing validation loss
2022-08-26 12:43:04,617 INFO [train.py:967] (6/8) Epoch 10, validation: loss=0.1951, simple_loss=0.3125, pruned_loss=0.03882, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.05203, over 5567.00 utterances.
2022-08-26 12:44:47,101 INFO [train.py:927] (6/8) Epoch 10, batch 24050, giga_loss[loss=0.2618, simple_loss=0.3475, pruned_loss=0.08803, over 12383.00 frames. utt_duration=545.6 frames, utt_pad_proportion=0.02742, over 91.00 utterances.], tot_loss[loss=0.243, simple_loss=0.3212, pruned_loss=0.08236, over 2475100.00 frames. utt_duration=447.9 frames, utt_pad_proportion=0.07978, over 22172.37 utterances.], libri_tot_loss[loss=0.2219, simple_loss=0.3003, pruned_loss=0.07171, over 2469155.17 frames. utt_duration=1192 frames, utt_pad_proportion=0.07981, over 8292.86 utterances.], giga_tot_loss[loss=0.2458, simple_loss=0.3236, pruned_loss=0.08398, over 2475387.46 frames. utt_duration=421.4 frames, utt_pad_proportion=0.08089, over 23574.76 utterances.], batch size: 91, lr: 3.58e-04
2022-08-26 12:46:32,639 INFO [train.py:927] (6/8) Epoch 10, batch 24100, giga_loss[loss=0.2195, simple_loss=0.3075, pruned_loss=0.06575, over 12443.00 frames. utt_duration=623.7 frames, utt_pad_proportion=0.03156, over 80.00 utterances.], tot_loss[loss=0.2419, simple_loss=0.3203, pruned_loss=0.08176, over 2475093.86 frames. utt_duration=465.9 frames, utt_pad_proportion=0.0736, over 21315.77 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2999, pruned_loss=0.07149, over 2469170.04 frames. utt_duration=1196 frames, utt_pad_proportion=0.07944, over 8269.00 utterances.], giga_tot_loss[loss=0.2447, simple_loss=0.3227, pruned_loss=0.08335, over 2475356.81 frames. utt_duration=440.3 frames, utt_pad_proportion=0.07494, over 22563.55 utterances.], batch size: 80, lr: 3.58e-04
2022-08-26 12:48:17,388 INFO [train.py:927] (6/8) Epoch 10, batch 24150, giga_loss[loss=0.228, simple_loss=0.3146, pruned_loss=0.07069, over 12370.00 frames. utt_duration=751.2 frames, utt_pad_proportion=0.02817, over 66.00 utterances.], tot_loss[loss=0.2409, simple_loss=0.3187, pruned_loss=0.08154, over 2474417.56 frames. utt_duration=463.6 frames, utt_pad_proportion=0.07506, over 21416.42 utterances.], libri_tot_loss[loss=0.2216, simple_loss=0.3002, pruned_loss=0.07151, over 2469157.88 frames. utt_duration=1198 frames, utt_pad_proportion=0.07849, over 8254.03 utterances.], giga_tot_loss[loss=0.2432, simple_loss=0.3205, pruned_loss=0.08291, over 2474715.04 frames. utt_duration=439.5 frames, utt_pad_proportion=0.07633, over 22598.10 utterances.], batch size: 66, lr: 3.58e-04
2022-08-26 12:50:03,018 INFO [train.py:927] (6/8) Epoch 10, batch 24200, giga_loss[loss=0.2812, simple_loss=0.3727, pruned_loss=0.09482, over 12436.00 frames. utt_duration=755.3 frames, utt_pad_proportion=0.02295, over 66.00 utterances.], tot_loss[loss=0.2388, simple_loss=0.3178, pruned_loss=0.07993, over 2473541.49 frames. utt_duration=480 frames, utt_pad_proportion=0.07674, over 20675.11 utterances.], libri_tot_loss[loss=0.2218, simple_loss=0.3004, pruned_loss=0.07158, over 2469200.66 frames. utt_duration=1189 frames, utt_pad_proportion=0.082, over 8319.21 utterances.], giga_tot_loss[loss=0.2409, simple_loss=0.3195, pruned_loss=0.08114, over 2473828.41 frames. utt_duration=455.5 frames, utt_pad_proportion=0.07656, over 21791.58 utterances.], batch size: 66, lr: 3.58e-04
2022-08-26 12:51:44,748 INFO [train.py:927] (6/8) Epoch 10, batch 24250, giga_loss[loss=0.2387, simple_loss=0.3174, pruned_loss=0.07994, over 12438.00 frames. utt_duration=372.7 frames, utt_pad_proportion=0.04436, over 134.00 utterances.], tot_loss[loss=0.2364, simple_loss=0.3162, pruned_loss=0.07829, over 2474021.96 frames. utt_duration=507.1 frames, utt_pad_proportion=0.06955, over 19570.77 utterances.], libri_tot_loss[loss=0.2214, simple_loss=0.2998, pruned_loss=0.07152, over 2469032.02 frames. utt_duration=1200 frames, utt_pad_proportion=0.07955, over 8242.65 utterances.], giga_tot_loss[loss=0.2389, simple_loss=0.3186, pruned_loss=0.07962, over 2474557.48 frames. utt_duration=472.5 frames, utt_pad_proportion=0.07059, over 21011.93 utterances.], batch size: 134, lr: 3.58e-04