2022-11-22 18:30:54,019 INFO [train.py:882] (0/4) Training started
2022-11-22 18:30:54,435 INFO [lexicon.py:176] (0/4) Loading pre-compiled data/lang_bpe_500/Linv.pt
2022-11-22 18:30:54,810 INFO [train.py:896] (0/4) Device: cuda:0
2022-11-22 18:30:55,101 INFO [train.py:925] (0/4) {'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, 'encoder_dim': 512, 'nhead': 8, 'dim_feedforward': 2048, 'num_encoder_layers': 12, 'beam_size': 10, 'reduction': 'sum', 'use_double_scores': True, 'model_warm_step': 3000, 'env_info': {'k2-version': '1.21', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': '409a24f9035df693583f9b3fea17a5934bdb3bbf', 'k2-git-date': 'Wed Nov 2 18:17:39 2022', 'lhotse-version': '1.4.0.dev+git.21b5b3f.dirty', 'torch-version': '1.10.0+cu102', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'latency_k2_ctc', 'icefall-git-sha1': 'ca94d7d-clean', 'icefall-git-date': 'Tue Nov 22 16:43:08 2022', 'icefall-path': '/ceph-zw/workspace/latency/icefall_k2_ctc', 'k2-path': '/ceph-zw/workspace/latency/k2_ctc_latency/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-jb/yaozengwei/workspace/rnnt/lhotse/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-8-0616225538-6947466454-kvmw6', 'IP address': '10.48.32.138'}, 'world_size': 4, 'master_port': 12345, 'tensorboard': True, 'num_epochs': 25, 'start_epoch': 1, 'start_batch': 0, 'exp_dir': PosixPath('conformer_ctc3/exp-full'), 'lang_dir': 'data/lang_bpe_500', 'initial_lr': 0.003, 'lr_batches': 5000, 'lr_epochs': 6, 'seed': 42, 'print_diagnostics': False, 'save_every_n': 8000, 'keep_last_k': 20, 'average_period': 100, 'use_fp16': False, 'delay_penalty': 0.0, 'nnet_delay_penalty': 0.0, 'dynamic_chunk_training': False, 'causal_convolution': False, 'short_chunk_size': 25, 'num_left_chunks': 4, 'full_libri': True, 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 300, 'bucketing_sampler': True, 'num_buckets': 30, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'drop_last': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'input_strategy': 'PrecomputedFeatures', 'vocab_size': 500}
2022-11-22 18:30:55,101 INFO [train.py:927] (0/4) About to create model
2022-11-22 18:30:55,695 INFO [train.py:931] (0/4) Number of model parameters: 77352694
2022-11-22 18:31:02,569 INFO [train.py:946] (0/4) Using DDP
2022-11-22 18:31:02,838 INFO [asr_datamodule.py:409] (0/4) About to get train-clean-100 cuts
2022-11-22 18:31:02,917 INFO [asr_datamodule.py:416] (0/4) About to get train-clean-360 cuts
2022-11-22 18:31:02,939 INFO [asr_datamodule.py:423] (0/4) About to get train-other-500 cuts
2022-11-22 18:31:02,962 INFO [asr_datamodule.py:225] (0/4) Enable MUSAN
2022-11-22 18:31:02,962 INFO [asr_datamodule.py:226] (0/4) About to get Musan cuts
2022-11-22 18:31:04,874 INFO [asr_datamodule.py:254] (0/4) Enable SpecAugment
2022-11-22 18:31:04,875 INFO [asr_datamodule.py:255] (0/4) Time warp factor: 80
2022-11-22 18:31:04,875 INFO [asr_datamodule.py:267] (0/4) Num frame mask: 10
2022-11-22 18:31:04,875 INFO [asr_datamodule.py:280] (0/4) About to create train dataset
2022-11-22 18:31:04,875 INFO [asr_datamodule.py:309] (0/4) Using DynamicBucketingSampler.
2022-11-22 18:31:07,209 INFO [asr_datamodule.py:324] (0/4) About to create train dataloader
2022-11-22 18:31:07,211 INFO [asr_datamodule.py:430] (0/4) About to get dev-clean cuts
2022-11-22 18:31:07,223 INFO [asr_datamodule.py:437] (0/4) About to get dev-other cuts
2022-11-22 18:31:07,232 INFO [asr_datamodule.py:355] (0/4) About to create dev dataset
2022-11-22 18:31:07,470 INFO [asr_datamodule.py:374] (0/4) About to create dev dataloader
2022-11-22 18:31:07,471 INFO [train.py:1077] (0/4) Sanity check -- see if any of the batches in epoch 1 would cause OOM.
2022-11-22 18:33:25,295 INFO [distributed.py:874] (0/4) Reducer buckets have been rebuilt in this iteration.
2022-11-22 18:34:00,574 INFO [train.py:818] (0/4) Epoch 1, batch 0, loss[loss=1.28, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009889, over 17.00 utterances.], tot_loss[loss=1.28, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009889, over 17.00 utterances.], batch size: 17, lr: 3.00e-03
2022-11-22 18:34:43,512 INFO [train.py:818] (0/4) Epoch 1, batch 50, loss[loss=1.281, over 7231.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01647, over 24.00 utterances.], tot_loss[loss=1.239, over 330604.53 frames. utt_duration=1376 frames, utt_pad_proportion=0.04224, over 962.22 utterances.], batch size: 24, lr: 3.00e-03
2022-11-22 18:35:20,561 INFO [train.py:818] (0/4) Epoch 1, batch 100, loss[loss=1.162, over 7471.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006048, over 21.00 utterances.], tot_loss[loss=1.218, over 582692.82 frames. utt_duration=1250 frames, utt_pad_proportion=0.06818, over 1867.32 utterances.], batch size: 21, lr: 3.00e-03
2022-11-22 18:35:58,648 INFO [train.py:818] (0/4) Epoch 1, batch 150, loss[loss=1.327, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006147, over 21.00 utterances.], tot_loss[loss=1.207, over 777043.56 frames. utt_duration=1241 frames, utt_pad_proportion=0.0676, over 2507.79 utterances.], batch size: 21, lr: 3.00e-03
2022-11-22 18:36:35,053 INFO [train.py:818] (0/4) Epoch 1, batch 200, loss[loss=1.253, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005706, over 21.00 utterances.], tot_loss[loss=1.197, over 929885.19 frames. utt_duration=1222 frames, utt_pad_proportion=0.07151, over 3048.51 utterances.], batch size: 21, lr: 3.00e-03
2022-11-22 18:37:11,708 INFO [train.py:818] (0/4) Epoch 1, batch 250, loss[loss=1.216, over 7234.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02155, over 25.00 utterances.], tot_loss[loss=1.179, over 1047998.17 frames. utt_duration=1204 frames, utt_pad_proportion=0.07853, over 3486.44 utterances.], batch size: 25, lr: 3.00e-03
2022-11-22 18:37:49,652 INFO [train.py:818] (0/4) Epoch 1, batch 300, loss[loss=0.9474, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005384, over 20.00 utterances.], tot_loss[loss=1.139, over 1140411.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.0632, over 3664.57 utterances.], batch size: 20, lr: 3.00e-03
2022-11-22 18:38:26,744 INFO [train.py:818] (0/4) Epoch 1, batch 350, loss[loss=0.8268, over 7181.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.006839, over 17.00 utterances.], tot_loss[loss=1.082, over 1211920.57 frames. utt_duration=1269 frames, utt_pad_proportion=0.05774, over 3825.18 utterances.], batch size: 17, lr: 3.00e-03
2022-11-22 18:39:03,594 INFO [train.py:818] (0/4) Epoch 1, batch 400, loss[loss=0.7625, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.004466, over 19.00 utterances.], tot_loss[loss=1.016, over 1268424.56 frames. utt_duration=1268 frames, utt_pad_proportion=0.05771, over 4007.45 utterances.], batch size: 19, lr: 3.00e-03
2022-11-22 18:39:42,599 INFO [train.py:818] (0/4) Epoch 1, batch 450, loss[loss=0.6807, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005253, over 21.00 utterances.], tot_loss[loss=0.9539, over 1312227.83 frames. utt_duration=1224 frames, utt_pad_proportion=0.06785, over 4295.31 utterances.], batch size: 21, lr: 2.99e-03
2022-11-22 18:40:19,387 INFO [train.py:818] (0/4) Epoch 1, batch 500, loss[loss=0.6081, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005311, over 19.00 utterances.], tot_loss[loss=0.8944, over 1345789.43 frames. utt_duration=1223 frames, utt_pad_proportion=0.06882, over 4408.68 utterances.], batch size: 19, lr: 2.99e-03
2022-11-22 18:40:55,334 INFO [train.py:818] (0/4) Epoch 1, batch 550, loss[loss=0.6659, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02294, over 25.00 utterances.], tot_loss[loss=0.8376, over 1372093.24 frames. utt_duration=1255 frames, utt_pad_proportion=0.06029, over 4379.00 utterances.], batch size: 25, lr: 2.99e-03
2022-11-22 18:41:34,603 INFO [train.py:818] (0/4) Epoch 1, batch 600, loss[loss=0.6768, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.7872, over 1393210.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.05192, over 4367.08 utterances.], batch size: 21, lr: 2.99e-03
2022-11-22 18:42:11,002 INFO [train.py:818] (0/4) Epoch 1, batch 650, loss[loss=0.547, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005691, over 19.00 utterances.], tot_loss[loss=0.7422, over 1408923.24 frames. utt_duration=1250 frames, utt_pad_proportion=0.05948, over 4513.57 utterances.], batch size: 19, lr: 2.99e-03
2022-11-22 18:42:48,645 INFO [train.py:818] (0/4) Epoch 1, batch 700, loss[loss=0.6253, over 7269.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03783, over 27.00 utterances.], tot_loss[loss=0.7001, over 1420798.60 frames. utt_duration=1256 frames, utt_pad_proportion=0.05946, over 4531.88 utterances.], batch size: 27, lr: 2.99e-03
2022-11-22 18:43:27,177 INFO [train.py:818] (0/4) Epoch 1, batch 750, loss[loss=0.4524, over 7298.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01006, over 18.00 utterances.], tot_loss[loss=0.6631, over 1431551.24 frames. utt_duration=1219 frames, utt_pad_proportion=0.06912, over 4703.65 utterances.], batch size: 18, lr: 2.98e-03
2022-11-22 18:44:03,198 INFO [train.py:818] (0/4) Epoch 1, batch 800, loss[loss=0.4226, over 7285.00 frames. utt_duration=1715 frames, utt_pad_proportion=0.007961, over 17.00 utterances.], tot_loss[loss=0.628, over 1439754.64 frames. utt_duration=1233 frames, utt_pad_proportion=0.06579, over 4677.93 utterances.], batch size: 17, lr: 2.98e-03
2022-11-22 18:44:40,734 INFO [train.py:818] (0/4) Epoch 1, batch 850, loss[loss=0.4891, over 7172.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.00945, over 22.00 utterances.], tot_loss[loss=0.5988, over 1445778.74 frames. utt_duration=1237 frames, utt_pad_proportion=0.06411, over 4678.97 utterances.], batch size: 22, lr: 2.98e-03
2022-11-22 18:45:17,625 INFO [train.py:818] (0/4) Epoch 1, batch 900, loss[loss=0.4375, over 7185.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.006629, over 18.00 utterances.], tot_loss[loss=0.5702, over 1449659.93 frames. utt_duration=1267 frames, utt_pad_proportion=0.05502, over 4581.33 utterances.], batch size: 18, lr: 2.98e-03
2022-11-22 18:45:53,773 INFO [train.py:818] (0/4) Epoch 1, batch 950, loss[loss=0.4925, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005747, over 19.00 utterances.], tot_loss[loss=0.5432, over 1453063.30 frames. utt_duration=1303 frames, utt_pad_proportion=0.04731, over 4465.56 utterances.], batch size: 19, lr: 2.97e-03
2022-11-22 18:46:31,890 INFO [train.py:818] (0/4) Epoch 1, batch 1000, loss[loss=0.4, over 7304.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008643, over 18.00 utterances.], tot_loss[loss=0.5202, over 1455985.46 frames. utt_duration=1289 frames, utt_pad_proportion=0.04884, over 4523.56 utterances.], batch size: 18, lr: 2.97e-03
2022-11-22 18:47:07,699 INFO [train.py:818] (0/4) Epoch 1, batch 1050, loss[loss=0.3841, over 7279.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.005832, over 20.00 utterances.], tot_loss[loss=0.5034, over 1457275.72 frames. utt_duration=1269 frames, utt_pad_proportion=0.05521, over 4599.10 utterances.], batch size: 20, lr: 2.97e-03
2022-11-22 18:47:44,570 INFO [train.py:818] (0/4) Epoch 1, batch 1100, loss[loss=0.5329, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008967, over 22.00 utterances.], tot_loss[loss=0.4864, over 1458412.89 frames. utt_duration=1281 frames, utt_pad_proportion=0.05002, over 4559.57 utterances.], batch size: 22, lr: 2.96e-03
2022-11-22 18:48:22,839 INFO [train.py:818] (0/4) Epoch 1, batch 1150, loss[loss=0.3015, over 7284.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007621, over 19.00 utterances.], tot_loss[loss=0.4693, over 1459560.00 frames. utt_duration=1291 frames, utt_pad_proportion=0.04805, over 4525.91 utterances.], batch size: 19, lr: 2.96e-03
2022-11-22 18:48:59,537 INFO [train.py:818] (0/4) Epoch 1, batch 1200, loss[loss=0.4349, over 7292.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008521, over 22.00 utterances.], tot_loss[loss=0.4594, over 1462390.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.06198, over 4708.43 utterances.], batch size: 22, lr: 2.96e-03
2022-11-22 18:49:35,982 INFO [train.py:818] (0/4) Epoch 1, batch 1250, loss[loss=0.393, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005018, over 21.00 utterances.], tot_loss[loss=0.4485, over 1462879.05 frames. utt_duration=1227 frames, utt_pad_proportion=0.06708, over 4776.32 utterances.], batch size: 21, lr: 2.95e-03
2022-11-22 18:50:14,179 INFO [train.py:818] (0/4) Epoch 1, batch 1300, loss[loss=0.3898, over 7460.00 frames. utt_duration=964.1 frames, utt_pad_proportion=0.06764, over 31.00 utterances.], tot_loss[loss=0.4384, over 1464576.05 frames. utt_duration=1207 frames, utt_pad_proportion=0.07284, over 4860.60 utterances.], batch size: 31, lr: 2.95e-03
2022-11-22 18:50:49,981 INFO [train.py:818] (0/4) Epoch 1, batch 1350, loss[loss=0.3606, over 7292.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006804, over 19.00 utterances.], tot_loss[loss=0.4258, over 1463229.50 frames. utt_duration=1234 frames, utt_pad_proportion=0.0685, over 4748.08 utterances.], batch size: 19, lr: 2.95e-03
2022-11-22 18:51:26,323 INFO [train.py:818] (0/4) Epoch 1, batch 1400, loss[loss=0.2998, over 7434.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.01024, over 17.00 utterances.], tot_loss[loss=0.4166, over 1463874.24 frames. utt_duration=1227 frames, utt_pad_proportion=0.0685, over 4777.72 utterances.], batch size: 17, lr: 2.94e-03
2022-11-22 18:52:03,248 INFO [train.py:818] (0/4) Epoch 1, batch 1450, loss[loss=0.3123, over 7322.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007182, over 18.00 utterances.], tot_loss[loss=0.4087, over 1464585.80 frames. utt_duration=1225 frames, utt_pad_proportion=0.06668, over 4789.58 utterances.], batch size: 18, lr: 2.94e-03
2022-11-22 18:52:40,007 INFO [train.py:818] (0/4) Epoch 1, batch 1500, loss[loss=0.4479, over 7205.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006647, over 18.00 utterances.], tot_loss[loss=0.3988, over 1464360.52 frames. utt_duration=1253 frames, utt_pad_proportion=0.06131, over 4681.28 utterances.], batch size: 18, lr: 2.94e-03
2022-11-22 18:53:16,391 INFO [train.py:818] (0/4) Epoch 1, batch 1550, loss[loss=0.3318, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.006716, over 18.00 utterances.], tot_loss[loss=0.3922, over 1464503.08 frames. utt_duration=1266 frames, utt_pad_proportion=0.05664, over 4631.36 utterances.], batch size: 18, lr: 2.93e-03
2022-11-22 18:53:55,470 INFO [train.py:818] (0/4) Epoch 1, batch 1600, loss[loss=0.3551, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.005073, over 22.00 utterances.], tot_loss[loss=0.3865, over 1464535.18 frames. utt_duration=1267 frames, utt_pad_proportion=0.05409, over 4628.37 utterances.], batch size: 22, lr: 2.93e-03
2022-11-22 18:54:31,212 INFO [train.py:818] (0/4) Epoch 1, batch 1650, loss[loss=0.3319, over 7423.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005653, over 22.00 utterances.], tot_loss[loss=0.3798, over 1464604.61 frames. utt_duration=1252 frames, utt_pad_proportion=0.05565, over 4684.36 utterances.], batch size: 22, lr: 2.92e-03
2022-11-22 18:55:08,583 INFO [train.py:818] (0/4) Epoch 1, batch 1700, loss[loss=0.3777, over 7475.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.06477, over 31.00 utterances.], tot_loss[loss=0.3736, over 1464506.84 frames. utt_duration=1247 frames, utt_pad_proportion=0.05884, over 4702.06 utterances.], batch size: 31, lr: 2.92e-03
2022-11-22 18:55:45,993 INFO [train.py:818] (0/4) Epoch 1, batch 1750, loss[loss=0.395, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01473, over 24.00 utterances.], tot_loss[loss=0.3697, over 1464370.26 frames. utt_duration=1261 frames, utt_pad_proportion=0.0552, over 4648.89 utterances.], batch size: 24, lr: 2.91e-03
2022-11-22 18:56:24,116 INFO [train.py:818] (0/4) Epoch 1, batch 1800, loss[loss=0.2729, over 7283.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006812, over 21.00 utterances.], tot_loss[loss=0.3622, over 1464800.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05581, over 4666.26 utterances.], batch size: 21, lr: 2.91e-03
2022-11-22 18:57:00,598 INFO [train.py:818] (0/4) Epoch 1, batch 1850, loss[loss=0.4807, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006591, over 22.00 utterances.], tot_loss[loss=0.357, over 1465315.61 frames. utt_duration=1273 frames, utt_pad_proportion=0.05135, over 4608.97 utterances.], batch size: 22, lr: 2.91e-03
2022-11-22 18:57:37,528 INFO [train.py:818] (0/4) Epoch 1, batch 1900, loss[loss=0.44, over 7349.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009725, over 23.00 utterances.], tot_loss[loss=0.3516, over 1465265.07 frames. utt_duration=1283 frames, utt_pad_proportion=0.04836, over 4572.04 utterances.], batch size: 23, lr: 2.90e-03
2022-11-22 18:58:13,412 INFO [train.py:818] (0/4) Epoch 1, batch 1950, loss[loss=0.3857, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006526, over 21.00 utterances.], tot_loss[loss=0.3497, over 1466103.75 frames. utt_duration=1261 frames, utt_pad_proportion=0.05472, over 4657.42 utterances.], batch size: 21, lr: 2.90e-03
2022-11-22 18:58:53,073 INFO [train.py:818] (0/4) Epoch 1, batch 2000, loss[loss=0.3525, over 7295.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008283, over 22.00 utterances.], tot_loss[loss=0.3446, over 1466520.91 frames. utt_duration=1237 frames, utt_pad_proportion=0.06134, over 4747.19 utterances.], batch size: 22, lr: 2.89e-03
2022-11-22 18:59:28,525 INFO [train.py:818] (0/4) Epoch 1, batch 2050, loss[loss=0.4032, over 7291.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008419, over 22.00 utterances.], tot_loss[loss=0.341, over 1466158.05 frames. utt_duration=1258 frames, utt_pad_proportion=0.05616, over 4666.12 utterances.], batch size: 22, lr: 2.89e-03
2022-11-22 19:00:04,885 INFO [train.py:818] (0/4) Epoch 1, batch 2100, loss[loss=0.3648, over 7236.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.02057, over 25.00 utterances.], tot_loss[loss=0.3383, over 1465016.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.0538, over 4633.68 utterances.], batch size: 25, lr: 2.88e-03
2022-11-22 19:00:42,518 INFO [train.py:818] (0/4) Epoch 1, batch 2150, loss[loss=0.3218, over 7336.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01121, over 23.00 utterances.], tot_loss[loss=0.3329, over 1464912.85 frames. utt_duration=1281 frames, utt_pad_proportion=0.04928, over 4578.05 utterances.], batch size: 23, lr: 2.88e-03
2022-11-22 19:01:19,254 INFO [train.py:818] (0/4) Epoch 1, batch 2200, loss[loss=0.3122, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005176, over 20.00 utterances.], tot_loss[loss=0.3312, over 1464705.13 frames. utt_duration=1278 frames, utt_pad_proportion=0.05389, over 4591.25 utterances.], batch size: 20, lr: 2.87e-03
2022-11-22 19:01:54,781 INFO [train.py:818] (0/4) Epoch 1, batch 2250, loss[loss=0.3035, over 7315.00 frames. utt_duration=1332 frames, utt_pad_proportion=0.005499, over 22.00 utterances.], tot_loss[loss=0.3298, over 1465899.43 frames. utt_duration=1270 frames, utt_pad_proportion=0.05831, over 4622.55 utterances.], batch size: 22, lr: 2.86e-03
2022-11-22 19:02:32,771 INFO [train.py:818] (0/4) Epoch 1, batch 2300, loss[loss=0.3849, over 7359.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.00751, over 23.00 utterances.], tot_loss[loss=0.3279, over 1465532.21 frames. utt_duration=1271 frames, utt_pad_proportion=0.05581, over 4619.43 utterances.], batch size: 23, lr: 2.86e-03
2022-11-22 19:03:08,599 INFO [train.py:818] (0/4) Epoch 1, batch 2350, loss[loss=0.3196, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006895, over 22.00 utterances.], tot_loss[loss=0.3256, over 1464965.20 frames. utt_duration=1259 frames, utt_pad_proportion=0.05946, over 4659.96 utterances.], batch size: 22, lr: 2.85e-03
2022-11-22 19:03:44,590 INFO [train.py:818] (0/4) Epoch 1, batch 2400, loss[loss=0.2443, over 7200.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006376, over 18.00 utterances.], tot_loss[loss=0.3205, over 1464427.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.05528, over 4618.48 utterances.], batch size: 18, lr: 2.85e-03
2022-11-22 19:04:23,145 INFO [train.py:818] (0/4) Epoch 1, batch 2450, loss[loss=0.2917, over 7435.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008921, over 18.00 utterances.], tot_loss[loss=0.3178, over 1465655.01 frames. utt_duration=1242 frames, utt_pad_proportion=0.06277, over 4725.51 utterances.], batch size: 18, lr: 2.84e-03
2022-11-22 19:04:58,627 INFO [train.py:818] (0/4) Epoch 1, batch 2500, loss[loss=0.2416, over 7320.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007215, over 18.00 utterances.], tot_loss[loss=0.3148, over 1466495.12 frames. utt_duration=1261 frames, utt_pad_proportion=0.05457, over 4657.91 utterances.], batch size: 18, lr: 2.84e-03
2022-11-22 19:05:34,834 INFO [train.py:818] (0/4) Epoch 1, batch 2550, loss[loss=0.3335, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.0085, over 17.00 utterances.], tot_loss[loss=0.3115, over 1465729.89 frames. utt_duration=1264 frames, utt_pad_proportion=0.05571, over 4643.93 utterances.], batch size: 17, lr: 2.83e-03
2022-11-22 19:06:12,258 INFO [train.py:818] (0/4) Epoch 1, batch 2600, loss[loss=0.2881, over 7236.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02098, over 25.00 utterances.], tot_loss[loss=0.3083, over 1465236.77 frames. utt_duration=1283 frames, utt_pad_proportion=0.04865, over 4574.05 utterances.], batch size: 25, lr: 2.83e-03
2022-11-22 19:06:48,299 INFO [train.py:818] (0/4) Epoch 1, batch 2650, loss[loss=0.2771, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006557, over 20.00 utterances.], tot_loss[loss=0.3089, over 1464955.77 frames. utt_duration=1275 frames, utt_pad_proportion=0.05243, over 4602.86 utterances.], batch size: 20, lr: 2.82e-03
2022-11-22 19:07:25,296 INFO [train.py:818] (0/4) Epoch 1, batch 2700, loss[loss=0.2211, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.008786, over 17.00 utterances.], tot_loss[loss=0.3048, over 1465648.83 frames. utt_duration=1279 frames, utt_pad_proportion=0.04964, over 4588.81 utterances.], batch size: 17, lr: 2.81e-03
2022-11-22 19:08:02,287 INFO [train.py:818] (0/4) Epoch 1, batch 2750, loss[loss=0.3518, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005111, over 20.00 utterances.], tot_loss[loss=0.3015, over 1466773.29 frames. utt_duration=1275 frames, utt_pad_proportion=0.05204, over 4607.49 utterances.], batch size: 20, lr: 2.81e-03
2022-11-22 19:08:37,687 INFO [train.py:818] (0/4) Epoch 1, batch 2800, loss[loss=0.2688, over 7471.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007532, over 20.00 utterances.], tot_loss[loss=0.2949, over 1467121.56 frames. utt_duration=1302 frames, utt_pad_proportion=0.04476, over 4512.13 utterances.], batch size: 20, lr: 2.80e-03
2022-11-22 19:09:14,220 INFO [train.py:818] (0/4) Epoch 1, batch 2850, loss[loss=0.5159, over 7341.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01, over 23.00 utterances.], tot_loss[loss=0.2982, over 1466583.97 frames. utt_duration=1284 frames, utt_pad_proportion=0.04841, over 4572.37 utterances.], batch size: 23, lr: 2.80e-03
2022-11-22 19:09:52,108 INFO [train.py:818] (0/4) Epoch 1, batch 2900, loss[loss=0.3507, over 7300.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.008281, over 18.00 utterances.], tot_loss[loss=0.2982, over 1466253.51 frames. utt_duration=1262 frames, utt_pad_proportion=0.05748, over 4651.41 utterances.], batch size: 18, lr: 2.79e-03
2022-11-22 19:10:28,245 INFO [train.py:818] (0/4) Epoch 1, batch 2950, loss[loss=0.2093, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.00715, over 22.00 utterances.], tot_loss[loss=0.2969, over 1466405.59 frames. utt_duration=1228 frames, utt_pad_proportion=0.06876, over 4783.94 utterances.], batch size: 22, lr: 2.78e-03
2022-11-22 19:11:05,454 INFO [train.py:818] (0/4) Epoch 1, batch 3000, loss[loss=0.3505, over 7387.00 frames. utt_duration=429.7 frames, utt_pad_proportion=0.3243, over 69.00 utterances.], tot_loss[loss=0.2941, over 1465777.38 frames. utt_duration=1245 frames, utt_pad_proportion=0.06276, over 4713.56 utterances.], batch size: 69, lr: 2.78e-03
2022-11-22 19:11:05,456 INFO [train.py:838] (0/4) Computing validation loss
2022-11-22 19:11:27,511 INFO [train.py:847] (0/4) Epoch 1, validation: loss=0.1972, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-22 19:12:03,845 INFO [train.py:818] (0/4) Epoch 1, batch 3050, loss[loss=0.3148, over 7300.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.1475, over 39.00 utterances.], tot_loss[loss=0.291, over 1466105.17 frames. utt_duration=1225 frames, utt_pad_proportion=0.06854, over 4794.73 utterances.], batch size: 39, lr: 2.77e-03
2022-11-22 19:12:41,638 INFO [train.py:818] (0/4) Epoch 1, batch 3100, loss[loss=0.3066, over 7451.00 frames. utt_duration=962.8 frames, utt_pad_proportion=0.06159, over 31.00 utterances.], tot_loss[loss=0.2911, over 1465970.90 frames. utt_duration=1264 frames, utt_pad_proportion=0.05733, over 4646.28 utterances.], batch size: 31, lr: 2.77e-03
2022-11-22 19:13:17,549 INFO [train.py:818] (0/4) Epoch 1, batch 3150, loss[loss=0.2762, over 7377.00 frames. utt_duration=738.9 frames, utt_pad_proportion=0.1613, over 40.00 utterances.], tot_loss[loss=0.2894, over 1466572.40 frames. utt_duration=1248 frames, utt_pad_proportion=0.05755, over 4706.66 utterances.], batch size: 40, lr: 2.76e-03
2022-11-22 19:13:54,113 INFO [train.py:818] (0/4) Epoch 1, batch 3200, loss[loss=0.2087, over 7286.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.03938, over 16.00 utterances.], tot_loss[loss=0.2873, over 1465405.78 frames. utt_duration=1247 frames, utt_pad_proportion=0.06104, over 4707.11 utterances.], batch size: 16, lr: 2.75e-03
2022-11-22 19:14:32,587 INFO [train.py:818] (0/4) Epoch 1, batch 3250, loss[loss=0.2551, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005618, over 18.00 utterances.], tot_loss[loss=0.2858, over 1465943.52 frames. utt_duration=1258 frames, utt_pad_proportion=0.05758, over 4665.42 utterances.], batch size: 18, lr: 2.75e-03
2022-11-22 19:15:08,912 INFO [train.py:818] (0/4) Epoch 1, batch 3300, loss[loss=0.2474, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006569, over 20.00 utterances.], tot_loss[loss=0.2828, over 1465769.29 frames. utt_duration=1260 frames, utt_pad_proportion=0.05703, over 4660.33 utterances.], batch size: 20, lr: 2.74e-03
2022-11-22 19:15:45,736 INFO [train.py:818] (0/4) Epoch 1, batch 3350, loss[loss=0.2665, over 7267.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.0403, over 27.00 utterances.], tot_loss[loss=0.2805, over 1465077.02 frames. utt_duration=1261 frames, utt_pad_proportion=0.05928, over 4653.46 utterances.], batch size: 27, lr: 2.73e-03
2022-11-22 19:16:23,789 INFO [train.py:818] (0/4) Epoch 1, batch 3400, loss[loss=0.2478, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005413, over 19.00 utterances.], tot_loss[loss=0.2815, over 1465663.06 frames. utt_duration=1251 frames, utt_pad_proportion=0.06081, over 4691.48 utterances.], batch size: 19, lr: 2.73e-03
2022-11-22 19:16:59,223 INFO [train.py:818] (0/4) Epoch 1, batch 3450, loss[loss=0.2744, over 7207.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005618, over 19.00 utterances.], tot_loss[loss=0.2804, over 1466108.61 frames. utt_duration=1266 frames, utt_pad_proportion=0.05497, over 4637.82 utterances.], batch size: 19, lr: 2.72e-03
2022-11-22 19:17:35,596 INFO [train.py:818] (0/4) Epoch 1, batch 3500, loss[loss=0.3158, over 7204.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02352, over 25.00 utterances.], tot_loss[loss=0.277, over 1466202.88 frames. utt_duration=1260 frames, utt_pad_proportion=0.05566, over 4660.98 utterances.], batch size: 25, lr: 2.72e-03
2022-11-22 19:18:13,131 INFO [train.py:818] (0/4) Epoch 1, batch 3550, loss[loss=0.3292, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007008, over 19.00 utterances.], tot_loss[loss=0.2753, over 1466703.26 frames. utt_duration=1258 frames, utt_pad_proportion=0.05605, over 4670.22 utterances.], batch size: 19, lr: 2.71e-03
2022-11-22 19:18:48,720 INFO [train.py:818] (0/4) Epoch 1, batch 3600, loss[loss=0.2367, over 7230.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.0209, over 25.00 utterances.], tot_loss[loss=0.2726, over 1467144.40 frames. utt_duration=1295 frames, utt_pad_proportion=0.04735, over 4537.59 utterances.], batch size: 25, lr: 2.70e-03
2022-11-22 19:19:24,760 INFO [train.py:818] (0/4) Epoch 1, batch 3650, loss[loss=0.3296, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005633, over 21.00 utterances.], tot_loss[loss=0.2719, over 1466511.62 frames. utt_duration=1282 frames, utt_pad_proportion=0.05374, over 4580.19 utterances.], batch size: 21, lr: 2.70e-03
2022-11-22 19:20:02,313 INFO [train.py:818] (0/4) Epoch 1, batch 3700, loss[loss=0.2376, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00679, over 22.00 utterances.], tot_loss[loss=0.2725, over 1465938.10 frames. utt_duration=1276 frames, utt_pad_proportion=0.05241, over 4599.68 utterances.], batch size: 22, lr: 2.69e-03
2022-11-22 19:20:38,428 INFO [train.py:818] (0/4) Epoch 1, batch 3750, loss[loss=0.3211, over 7361.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.007173, over 23.00 utterances.], tot_loss[loss=0.2706, over 1465638.70 frames. utt_duration=1299 frames, utt_pad_proportion=0.04598, over 4519.79 utterances.], batch size: 23, lr: 2.68e-03
2022-11-22 19:21:14,345 INFO [train.py:818] (0/4) Epoch 1, batch 3800, loss[loss=0.3076, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.003972, over 19.00 utterances.], tot_loss[loss=0.2703, over 1465077.15 frames. utt_duration=1308 frames, utt_pad_proportion=0.04233, over 4486.01 utterances.], batch size: 19, lr: 2.68e-03
2022-11-22 19:21:51,509 INFO [train.py:818] (0/4) Epoch 1, batch 3850, loss[loss=0.2808, over 7294.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03047, over 27.00 utterances.], tot_loss[loss=0.2685, over 1465719.33 frames. utt_duration=1307 frames, utt_pad_proportion=0.04171, over 4489.28 utterances.], batch size: 27, lr: 2.67e-03
2022-11-22 19:22:27,133 INFO [train.py:818] (0/4) Epoch 1, batch 3900, loss[loss=0.344, over 7458.00 frames. utt_duration=427.8 frames, utt_pad_proportion=0.3325, over 70.00 utterances.], tot_loss[loss=0.2689, over 1464987.87 frames. utt_duration=1302 frames, utt_pad_proportion=0.04305, over 4506.41 utterances.], batch size: 70, lr: 2.66e-03
2022-11-22 19:23:03,426 INFO [train.py:818] (0/4) Epoch 1, batch 3950, loss[loss=0.2146, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006121, over 21.00 utterances.], tot_loss[loss=0.2654, over 1464192.40 frames. utt_duration=1298 frames, utt_pad_proportion=0.04566, over 4516.92 utterances.], batch size: 21, lr: 2.66e-03
2022-11-22 19:23:40,278 INFO [train.py:818] (0/4) Epoch 1, batch 4000, loss[loss=0.2533, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005239, over 19.00 utterances.], tot_loss[loss=0.2632, over 1464130.55 frames. utt_duration=1298 frames, utt_pad_proportion=0.04508, over 4517.32 utterances.], batch size: 19, lr: 2.65e-03
2022-11-22 19:24:16,286 INFO [train.py:818] (0/4) Epoch 1, batch 4050, loss[loss=0.2969, over 7435.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008987, over 18.00 utterances.], tot_loss[loss=0.2662, over 1464453.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.05146, over 4590.36 utterances.], batch size: 18, lr: 2.64e-03
2022-11-22 19:24:53,878 INFO [train.py:818] (0/4) Epoch 1, batch 4100, loss[loss=0.2296, over 7436.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007765, over 18.00 utterances.], tot_loss[loss=0.2677, over 1464288.13 frames. utt_duration=1286 frames, utt_pad_proportion=0.04948, over 4561.13 utterances.], batch size: 18, lr: 2.64e-03
2022-11-22 19:25:28,775 INFO [train.py:818] (0/4) Epoch 1, batch 4150, loss[loss=0.3539, over 7412.00 frames. utt_duration=761.7 frames, utt_pad_proportion=0.1314, over 39.00 utterances.], tot_loss[loss=0.273, over 1464362.19 frames. utt_duration=1275 frames, utt_pad_proportion=0.05273, over 4597.84 utterances.], batch size: 39, lr: 2.63e-03
2022-11-22 19:26:04,828 INFO [train.py:818] (0/4) Epoch 1, batch 4200, loss[loss=0.3002, over 7307.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008338, over 18.00 utterances.], tot_loss[loss=0.2782, over 1463463.52 frames. utt_duration=1267 frames, utt_pad_proportion=0.05628, over 4625.52 utterances.], batch size: 18, lr: 2.63e-03
2022-11-22 19:26:43,178 INFO [train.py:818] (0/4) Epoch 1, batch 4250, loss[loss=0.3103, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.00612, over 20.00 utterances.], tot_loss[loss=0.2817, over 1463870.65 frames. utt_duration=1272 frames, utt_pad_proportion=0.05286, over 4607.08 utterances.], batch size: 20, lr: 2.62e-03
2022-11-22 19:27:18,863 INFO [train.py:818] (0/4) Epoch 1, batch 4300, loss[loss=0.2539, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008853, over 17.00 utterances.], tot_loss[loss=0.2872, over 1464207.93 frames. utt_duration=1296 frames, utt_pad_proportion=0.04501, over 4523.95 utterances.], batch size: 17, lr: 2.61e-03
2022-11-22 19:27:55,876 INFO [train.py:818] (0/4) Epoch 1, batch 4350, loss[loss=0.2133, over 7467.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008654, over 17.00 utterances.], tot_loss[loss=0.2926, over 1463493.86 frames. utt_duration=1275 frames, utt_pad_proportion=0.05476, over 4597.66 utterances.], batch size: 17, lr: 2.61e-03
2022-11-22 19:28:33,492 INFO [train.py:818] (0/4) Epoch 1, batch 4400, loss[loss=0.2789, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007394, over 18.00 utterances.], tot_loss[loss=0.2951, over 1463871.41 frames. utt_duration=1306 frames, utt_pad_proportion=0.046, over 4489.22 utterances.], batch size: 18, lr: 2.60e-03
2022-11-22 19:29:10,128 INFO [train.py:818] (0/4) Epoch 1, batch 4450, loss[loss=0.382, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005747, over 19.00 utterances.], tot_loss[loss=0.2972, over 1463359.03 frames. utt_duration=1308 frames, utt_pad_proportion=0.04466, over 4480.00 utterances.], batch size: 19, lr: 2.59e-03
2022-11-22 19:29:46,900 INFO [train.py:818] (0/4) Epoch 1, batch 4500, loss[loss=0.3565, over 7461.00 frames. utt_duration=766.6 frames, utt_pad_proportion=0.1299, over 39.00 utterances.], tot_loss[loss=0.303, over 1463381.41 frames. utt_duration=1296 frames, utt_pad_proportion=0.04769, over 4520.90 utterances.], batch size: 39, lr: 2.59e-03
2022-11-22 19:30:24,545 INFO [train.py:818] (0/4) Epoch 1, batch 4550, loss[loss=0.2897, over 7470.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01173, over 24.00 utterances.], tot_loss[loss=0.3048, over 1464383.64 frames. utt_duration=1316 frames, utt_pad_proportion=0.04115, over 4455.37 utterances.], batch size: 24, lr: 2.58e-03
2022-11-22 19:31:02,222 INFO [train.py:818] (0/4) Epoch 1, batch 4600, loss[loss=0.3794, over 7205.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004966, over 20.00 utterances.], tot_loss[loss=0.3079, over 1464119.00 frames. utt_duration=1297 frames, utt_pad_proportion=0.05035, over 4520.26 utterances.], batch size: 20, lr: 2.57e-03
2022-11-22 19:31:38,624 INFO [train.py:818] (0/4) Epoch 1, batch 4650, loss[loss=0.4135, over 7226.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02058, over 25.00 utterances.], tot_loss[loss=0.3101, over 1464032.62 frames. utt_duration=1279 frames, utt_pad_proportion=0.05604, over 4585.56 utterances.], batch size: 25, lr: 2.57e-03
2022-11-22 19:32:16,494 INFO [train.py:818] (0/4) Epoch 1, batch 4700, loss[loss=0.3365, over 7224.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01682, over 24.00 utterances.], tot_loss[loss=0.3138, over 1464582.90 frames. utt_duration=1276 frames, utt_pad_proportion=0.05381, over 4596.89 utterances.], batch size: 24, lr: 2.56e-03
2022-11-22 19:32:53,251 INFO [train.py:818] (0/4) Epoch 1, batch 4750, loss[loss=0.3941, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008167, over 23.00 utterances.], tot_loss[loss=0.3132, over 1464485.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05858, over 4649.21 utterances.], batch size: 23, lr: 2.55e-03
2022-11-22 19:33:31,392 INFO [train.py:818] (0/4) Epoch 1, batch 4800, loss[loss=0.2637, over 7155.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01047, over 17.00 utterances.], tot_loss[loss=0.3161, over 1463835.71 frames. utt_duration=1239 frames, utt_pad_proportion=0.06678, over 4730.85 utterances.], batch size: 17, lr: 2.55e-03
2022-11-22 19:34:07,169 INFO [train.py:818] (0/4) Epoch 1, batch 4850, loss[loss=0.4057, over 7468.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.02665, over 26.00 utterances.], tot_loss[loss=0.3152, over 1463932.85 frames. utt_duration=1246 frames, utt_pad_proportion=0.06186, over 4703.69 utterances.], batch size: 26, lr: 2.54e-03
2022-11-22 19:34:43,150 INFO [train.py:818] (0/4) Epoch 1, batch 4900, loss[loss=0.3332, over 7286.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.006029, over 21.00 utterances.], tot_loss[loss=0.3152, over 1465212.53 frames. utt_duration=1269 frames, utt_pad_proportion=0.05383, over 4622.26 utterances.], batch size: 21, lr: 2.54e-03
2022-11-22 19:35:21,182 INFO [train.py:818] (0/4) Epoch 1, batch 4950, loss[loss=0.2768, over 7204.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006716, over 18.00 utterances.], tot_loss[loss=0.3134, over 1464413.96 frames. utt_duration=1269 frames, utt_pad_proportion=0.05226, over 4623.17 utterances.], batch size: 18, lr: 2.53e-03
2022-11-22 19:35:57,539 INFO [train.py:818] (0/4) Epoch 1, batch 5000, loss[loss=0.3434, over 7434.00 frames. utt_duration=763.9 frames, utt_pad_proportion=0.1189, over 39.00 utterances.], tot_loss[loss=0.314, over 1464204.55 frames. utt_duration=1264 frames, utt_pad_proportion=0.05321, over 4638.95 utterances.], batch size: 39, lr: 2.52e-03
2022-11-22 19:36:34,699 INFO [train.py:818] (0/4) Epoch 1, batch 5050, loss[loss=0.2695, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006131, over 21.00 utterances.], tot_loss[loss=0.3144, over 1463501.31 frames. utt_duration=1274 frames, utt_pad_proportion=0.04844, over 4599.64 utterances.], batch size: 21, lr: 2.52e-03
2022-11-22 19:37:14,167 INFO [train.py:818] (0/4) Epoch 1, batch 5100, loss[loss=0.2962, over 7288.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.01195, over 17.00 utterances.], tot_loss[loss=0.3198, over 1463902.95 frames. utt_duration=1251 frames, utt_pad_proportion=0.05575, over 4684.70 utterances.], batch size: 17, lr: 2.51e-03
2022-11-22 19:37:51,838 INFO [train.py:818] (0/4) Epoch 1, batch 5150, loss[loss=0.3408, over 7340.00 frames. utt_duration=773.9 frames, utt_pad_proportion=0.1125, over 38.00 utterances.], tot_loss[loss=0.3209, over 1464072.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.05699, over 4695.63 utterances.], batch size: 38, lr: 2.50e-03
2022-11-22 19:38:29,608 INFO [train.py:818] (0/4) Epoch 1, batch 5200, loss[loss=0.3206, over 7393.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005511, over 20.00 utterances.], tot_loss[loss=0.3169, over 1464254.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.0657, over 4803.83 utterances.], batch size: 20, lr: 2.50e-03
2022-11-22 19:39:08,168 INFO [train.py:818] (0/4) Epoch 1, batch 5250, loss[loss=0.3396, over 7437.00 frames. utt_duration=1241 frames, utt_pad_proportion=0.01884, over 24.00 utterances.], tot_loss[loss=0.3159, over 1464553.14 frames. utt_duration=1223 frames, utt_pad_proportion=0.06499, over 4794.24 utterances.], batch size: 24, lr: 2.49e-03
2022-11-22 19:39:45,219 INFO [train.py:818] (0/4) Epoch 1, batch 5300, loss[loss=0.3181, over 7482.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01223, over 24.00 utterances.], tot_loss[loss=0.3158, over 1464854.45 frames. utt_duration=1205 frames, utt_pad_proportion=0.07138, over 4868.35 utterances.], batch size: 24, lr: 2.49e-03
2022-11-22 19:40:21,095 INFO [train.py:818] (0/4) Epoch 1, batch 5350, loss[loss=0.3775, over 7355.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00815, over 23.00 utterances.], tot_loss[loss=0.3176, over 1465811.68 frames. utt_duration=1218 frames, utt_pad_proportion=0.06554, over 4821.74 utterances.], batch size: 23, lr: 2.48e-03
2022-11-22 19:40:58,799 INFO [train.py:818] (0/4) Epoch 1, batch 5400, loss[loss=0.3555, over 7334.00 frames. utt_duration=948.1 frames, utt_pad_proportion=0.08393, over 31.00 utterances.], tot_loss[loss=0.3164, over 1466142.15 frames. utt_duration=1184 frames, utt_pad_proportion=0.07775, over 4961.56 utterances.], batch size: 31, lr: 2.47e-03
2022-11-22 19:41:35,596 INFO [train.py:818] (0/4) Epoch 1, batch 5450, loss[loss=0.314, over 7381.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005384, over 21.00 utterances.], tot_loss[loss=0.3144, over 1465877.88 frames. utt_duration=1182 frames, utt_pad_proportion=0.07778, over 4966.76 utterances.], batch size: 21, lr: 2.47e-03
2022-11-22 19:42:13,018 INFO [train.py:818] (0/4) Epoch 1, batch 5500, loss[loss=0.3847, over 7457.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0124, over 24.00 utterances.], tot_loss[loss=0.3108, over 1466917.63 frames. utt_duration=1194 frames, utt_pad_proportion=0.07405, over 4922.45 utterances.], batch size: 24, lr: 2.46e-03
2022-11-22 19:42:48,212 INFO [train.py:818] (0/4) Epoch 1, batch 5550, loss[loss=0.2203, over 7197.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.01645, over 24.00 utterances.], tot_loss[loss=0.3108, over 1465610.32 frames. utt_duration=1199 frames, utt_pad_proportion=0.06991, over 4895.53 utterances.], batch size: 24, lr: 2.45e-03
2022-11-22 19:43:25,032 INFO [train.py:818] (0/4) Epoch 1, batch 5600, loss[loss=0.2931, over 7290.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005756, over 20.00 utterances.], tot_loss[loss=0.3098, over 1465895.19 frames. utt_duration=1201 frames, utt_pad_proportion=0.06923, over 4886.57 utterances.], batch size: 20, lr: 2.45e-03
2022-11-22 19:44:02,297 INFO [train.py:818] (0/4) Epoch 1, batch 5650, loss[loss=0.2977, over 7316.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007353, over 17.00 utterances.], tot_loss[loss=0.3075, over 1465797.67 frames. utt_duration=1211 frames, utt_pad_proportion=0.06748, over 4849.20 utterances.], batch size: 17, lr: 2.44e-03
2022-11-22 19:44:38,652 INFO [train.py:818] (0/4) Epoch 1, batch 5700, loss[loss=0.2797, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005658, over 21.00 utterances.], tot_loss[loss=0.305, over 1465531.45 frames. utt_duration=1227 frames, utt_pad_proportion=0.06566, over 4783.29 utterances.], batch size: 21, lr: 2.44e-03
2022-11-22 19:45:15,753 INFO [train.py:818] (0/4) Epoch 1, batch 5750, loss[loss=0.2273, over 7388.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007418, over 19.00 utterances.], tot_loss[loss=0.3067, over 1465148.63 frames. utt_duration=1206 frames, utt_pad_proportion=0.07549, over 4867.49 utterances.], batch size: 19, lr: 2.43e-03
2022-11-22 19:45:54,031 INFO [train.py:818] (0/4) Epoch 1, batch 5800, loss[loss=0.3355, over 7160.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009124, over 17.00 utterances.], tot_loss[loss=0.3039, over 1465719.04 frames. utt_duration=1204 frames, utt_pad_proportion=0.07523, over 4874.02 utterances.], batch size: 17, lr: 2.42e-03
2022-11-22 19:46:29,562 INFO [train.py:818] (0/4) Epoch 1, batch 5850, loss[loss=0.3226, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005686, over 21.00 utterances.], tot_loss[loss=0.3039, over 1464884.93 frames. utt_duration=1209 frames, utt_pad_proportion=0.07423, over 4854.59 utterances.], batch size: 21, lr: 2.42e-03
2022-11-22 19:47:08,422 INFO [train.py:818] (0/4) Epoch 1, batch 5900, loss[loss=0.3801, over 7277.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007392, over 21.00 utterances.], tot_loss[loss=0.3017, over 1466105.10 frames. utt_duration=1213 frames, utt_pad_proportion=0.07213, over 4841.03 utterances.], batch size: 21, lr: 2.41e-03
2022-11-22 19:47:45,583 INFO [train.py:818] (0/4) Epoch 1, batch 5950, loss[loss=0.3344, over 7329.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.00694, over 18.00 utterances.], tot_loss[loss=0.3012, over 1465581.05 frames. utt_duration=1210 frames, utt_pad_proportion=0.07313, over 4849.25 utterances.], batch size: 18, lr: 2.41e-03
2022-11-22 19:48:22,016 INFO [train.py:818] (0/4) Epoch 1, batch 6000, loss[loss=0.3258, over 7198.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005862, over 20.00 utterances.], tot_loss[loss=0.3001, over 1465225.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.06893, over 4798.72 utterances.], batch size: 20, lr: 2.40e-03
2022-11-22 19:48:22,017 INFO [train.py:838] (0/4) Computing validation loss
2022-11-22 19:48:47,495 INFO [train.py:847] (0/4) Epoch 1, validation: loss=0.1494, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-22 19:49:24,714 INFO [train.py:818] (0/4) Epoch 1, batch 6050, loss[loss=0.2987, over 7239.00 frames. utt_duration=1074 frames, utt_pad_proportion=0.04308, over 27.00 utterances.], tot_loss[loss=0.3016, over 1465147.24 frames. utt_duration=1195 frames, utt_pad_proportion=0.07632, over 4908.60 utterances.], batch size: 27, lr: 2.39e-03
2022-11-22 19:50:02,495 INFO [train.py:818] (0/4) Epoch 1, batch 6100, loss[loss=0.3198, over 7285.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006034, over 19.00 utterances.], tot_loss[loss=0.3012, over 1466100.70 frames. utt_duration=1190 frames, utt_pad_proportion=0.07835, over 4933.37 utterances.], batch size: 19, lr: 2.39e-03
2022-11-22 19:50:40,726 INFO [train.py:818] (0/4) Epoch 1, batch 6150, loss[loss=0.2776, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01553, over 24.00 utterances.], tot_loss[loss=0.3005, over 1465085.53 frames. utt_duration=1217 frames, utt_pad_proportion=0.07187, over 4822.84 utterances.], batch size: 24, lr: 2.38e-03
2022-11-22 19:51:17,541 INFO [train.py:818] (0/4) Epoch 1, batch 6200, loss[loss=0.2565, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005484, over 20.00 utterances.], tot_loss[loss=0.2987, over 1464771.57 frames. utt_duration=1220 frames, utt_pad_proportion=0.07252, over 4807.70 utterances.], batch size: 20, lr: 2.38e-03
2022-11-22 19:51:54,318 INFO [train.py:818] (0/4) Epoch 1, batch 6250, loss[loss=0.28, over 7277.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006851, over 21.00 utterances.], tot_loss[loss=0.2971, over 1464385.04 frames. utt_duration=1208 frames, utt_pad_proportion=0.07663, over 4855.16 utterances.], batch size: 21, lr: 2.37e-03
2022-11-22 19:52:32,756 INFO [train.py:818] (0/4) Epoch 1, batch 6300, loss[loss=0.2113, over 7462.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.006022, over 17.00 utterances.], tot_loss[loss=0.2965, over 1466063.36 frames. utt_duration=1208 frames, utt_pad_proportion=0.07568, over 4860.39 utterances.], batch size: 17, lr: 2.37e-03
2022-11-22 19:53:08,985 INFO [train.py:818] (0/4) Epoch 1, batch 6350, loss[loss=0.2835, over 7295.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03373, over 27.00 utterances.], tot_loss[loss=0.2976, over 1467097.24 frames. utt_duration=1198 frames, utt_pad_proportion=0.07643, over 4905.21 utterances.], batch size: 27, lr: 2.36e-03
2022-11-22 19:53:47,026 INFO [train.py:818] (0/4) Epoch 1, batch 6400, loss[loss=0.2539, over 7205.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005242, over 19.00 utterances.], tot_loss[loss=0.2988, over 1466424.55 frames. utt_duration=1209 frames, utt_pad_proportion=0.07124, over 4856.53 utterances.], batch size: 19, lr: 2.35e-03
2022-11-22 19:54:23,023 INFO [train.py:818] (0/4) Epoch 1, batch 6450, loss[loss=0.292, over 7186.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007449, over 18.00 utterances.], tot_loss[loss=0.2959, over 1465872.12 frames. utt_duration=1222 frames, utt_pad_proportion=0.06776, over 4805.68 utterances.], batch size: 18, lr: 2.35e-03
2022-11-22 19:54:59,599 INFO [train.py:818] (0/4) Epoch 1, batch 6500, loss[loss=0.2807, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009372, over 17.00 utterances.], tot_loss[loss=0.2947, over 1466800.26 frames. utt_duration=1208 frames, utt_pad_proportion=0.06878, over 4861.66 utterances.], batch size: 17, lr: 2.34e-03
2022-11-22 19:55:37,022 INFO [train.py:818] (0/4) Epoch 1, batch 6550, loss[loss=0.3148, over 7289.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009064, over 22.00 utterances.], tot_loss[loss=0.2939, over 1466341.78 frames. utt_duration=1224 frames, utt_pad_proportion=0.06056, over 4798.61 utterances.], batch size: 22, lr: 2.34e-03
2022-11-22 19:56:13,212 INFO [train.py:818] (0/4) Epoch 1, batch 6600, loss[loss=0.3104, over 7296.00 frames. utt_duration=974.3 frames, utt_pad_proportion=0.05679, over 30.00 utterances.], tot_loss[loss=0.2935, over 1465691.66 frames. utt_duration=1244 frames, utt_pad_proportion=0.05459, over 4716.67 utterances.], batch size: 30, lr: 2.33e-03
2022-11-22 19:56:49,044 INFO [train.py:818] (0/4) Epoch 1, batch 6650, loss[loss=0.3157, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006927, over 19.00 utterances.], tot_loss[loss=0.2931, over 1464695.99 frames. utt_duration=1252 frames, utt_pad_proportion=0.05229, over 4684.83 utterances.], batch size: 19, lr: 2.33e-03
2022-11-22 19:57:26,240 INFO [train.py:818] (0/4) Epoch 1, batch 6700, loss[loss=0.244, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006452, over 20.00 utterances.], tot_loss[loss=0.2915, over 1465171.35 frames. utt_duration=1246 frames, utt_pad_proportion=0.05514, over 4709.15 utterances.], batch size: 20, lr: 2.32e-03
2022-11-22 19:58:03,419 INFO [train.py:818] (0/4) Epoch 1, batch 6750, loss[loss=0.2744, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007186, over 18.00 utterances.], tot_loss[loss=0.2901, over 1465318.52 frames. utt_duration=1247 frames, utt_pad_proportion=0.05927, over 4706.63 utterances.], batch size: 18, lr: 2.31e-03
2022-11-22 19:58:41,188 INFO [train.py:818] (0/4) Epoch 1, batch 6800, loss[loss=0.2125, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006829, over 19.00 utterances.], tot_loss[loss=0.2885, over 1464541.05 frames. utt_duration=1259 frames, utt_pad_proportion=0.05533, over 4658.23 utterances.], batch size: 19, lr: 2.31e-03
2022-11-22 19:59:19,024 INFO [train.py:818] (0/4) Epoch 1, batch 6850, loss[loss=0.3011, over 7465.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006812, over 21.00 utterances.], tot_loss[loss=0.2913, over 1464282.65 frames. utt_duration=1246 frames, utt_pad_proportion=0.06044, over 4705.46 utterances.], batch size: 21, lr: 2.30e-03
2022-11-22 19:59:55,534 INFO [train.py:818] (0/4) Epoch 1, batch 6900, loss[loss=0.3145, over 7467.00 frames. utt_duration=428.2 frames, utt_pad_proportion=0.3277, over 70.00 utterances.], tot_loss[loss=0.2925, over 1465056.52 frames. utt_duration=1238 frames, utt_pad_proportion=0.0613, over 4738.17 utterances.], batch size: 70, lr: 2.30e-03
2022-11-22 20:00:33,804 INFO [train.py:818] (0/4) Epoch 1, batch 6950, loss[loss=0.2139, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005714, over 19.00 utterances.], tot_loss[loss=0.2905, over 1465692.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.06217, over 4729.09 utterances.], batch size: 19, lr: 2.29e-03
2022-11-22 20:01:10,298 INFO [train.py:818] (0/4) Epoch 1, batch 7000, loss[loss=0.2161, over 7169.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008053, over 17.00 utterances.], tot_loss[loss=0.2899, over 1464656.69 frames. utt_duration=1269 frames, utt_pad_proportion=0.05666, over 4623.92 utterances.], batch size: 17, lr: 2.29e-03
2022-11-22 20:01:46,417 INFO [train.py:818] (0/4) Epoch 1, batch 7050, loss[loss=0.2289, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006026, over 19.00 utterances.], tot_loss[loss=0.2862, over 1463972.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.05188, over 4581.31 utterances.], batch size: 19, lr: 2.28e-03
2022-11-22 20:02:23,748 INFO [train.py:818] (0/4) Epoch 1, batch 7100, loss[loss=0.284, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005349, over 19.00 utterances.], tot_loss[loss=0.2875, over 1464878.85 frames. utt_duration=1263 frames, utt_pad_proportion=0.05883, over 4646.60 utterances.], batch size: 19, lr: 2.28e-03
2022-11-22 20:03:00,236 INFO [train.py:818] (0/4) Epoch 1, batch 7150, loss[loss=0.2361, over 7221.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.02384, over 16.00 utterances.], tot_loss[loss=0.29, over 1464703.50 frames. utt_duration=1251 frames, utt_pad_proportion=0.05977, over 4689.06 utterances.], batch size: 16, lr: 2.27e-03
2022-11-22 20:03:37,381 INFO [train.py:818] (0/4) Epoch 1, batch 7200, loss[loss=0.309, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.006227, over 22.00 utterances.], tot_loss[loss=0.2892, over 1465757.24 frames. utt_duration=1252 frames, utt_pad_proportion=0.05932, over 4690.14 utterances.], batch size: 22, lr: 2.27e-03
2022-11-22 20:04:14,555 INFO [train.py:818] (0/4) Epoch 1, batch 7250, loss[loss=0.3403, over 7249.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01363, over 24.00 utterances.], tot_loss[loss=0.285, over 1465744.30 frames. utt_duration=1275 frames, utt_pad_proportion=0.05108, over 4602.89 utterances.], batch size: 24, lr: 2.26e-03
2022-11-22 20:04:51,886 INFO [train.py:818] (0/4) Epoch 1, batch 7300, loss[loss=0.2762, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007286, over 21.00 utterances.], tot_loss[loss=0.2841, over 1465488.21 frames. utt_duration=1262 frames, utt_pad_proportion=0.05471, over 4651.56 utterances.], batch size: 21, lr: 2.26e-03
2022-11-22 20:05:29,065 INFO [train.py:818] (0/4) Epoch 1, batch 7350, loss[loss=0.2507, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006052, over 22.00 utterances.], tot_loss[loss=0.2857, over 1465657.54 frames. utt_duration=1248 frames, utt_pad_proportion=0.05868, over 4704.68 utterances.], batch size: 22, lr: 2.25e-03
2022-11-22 20:06:06,883 INFO [train.py:818] (0/4) Epoch 1, batch 7400, loss[loss=0.2912, over 7277.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007357, over 21.00 utterances.], tot_loss[loss=0.2891, over 1466740.19 frames. utt_duration=1222 frames, utt_pad_proportion=0.06741, over 4808.14 utterances.], batch size: 21, lr: 2.24e-03
2022-11-22 20:06:43,930 INFO [train.py:818] (0/4) Epoch 1, batch 7450, loss[loss=0.3199, over 7192.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.005767, over 19.00 utterances.], tot_loss[loss=0.2884, over 1466966.76 frames. utt_duration=1200 frames, utt_pad_proportion=0.0717, over 4894.17 utterances.], batch size: 19, lr: 2.24e-03
2022-11-22 20:07:21,728 INFO [train.py:818] (0/4) Epoch 1, batch 7500, loss[loss=0.2346, over 7481.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01174, over 23.00 utterances.], tot_loss[loss=0.2856, over 1466227.84 frames. utt_duration=1219 frames, utt_pad_proportion=0.06658, over 4818.38 utterances.], batch size: 23, lr: 2.23e-03
2022-11-22 20:07:59,684 INFO [train.py:818] (0/4) Epoch 1, batch 7550, loss[loss=0.3373, over 7313.00 frames. utt_duration=751.6 frames, utt_pad_proportion=0.121, over 39.00 utterances.], tot_loss[loss=0.2894, over 1465634.36 frames. utt_duration=1211 frames, utt_pad_proportion=0.06841, over 4847.94 utterances.], batch size: 39, lr: 2.23e-03
2022-11-22 20:08:37,646 INFO [train.py:818] (0/4) Epoch 1, batch 7600, loss[loss=0.2854, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007944, over 22.00 utterances.], tot_loss[loss=0.287, over 1466398.28 frames. utt_duration=1229 frames, utt_pad_proportion=0.06505, over 4779.56 utterances.], batch size: 22, lr: 2.22e-03
2022-11-22 20:09:14,749 INFO [train.py:818] (0/4) Epoch 1, batch 7650, loss[loss=0.2729, over 7472.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005287, over 21.00 utterances.], tot_loss[loss=0.2855, over 1465310.60 frames. utt_duration=1212 frames, utt_pad_proportion=0.06884, over 4841.39 utterances.], batch size: 21, lr: 2.22e-03
2022-11-22 20:09:51,389 INFO [train.py:818] (0/4) Epoch 1, batch 7700, loss[loss=0.2944, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005448, over 21.00 utterances.], tot_loss[loss=0.2852, over 1465318.40 frames. utt_duration=1198 frames, utt_pad_proportion=0.07786, over 4900.01 utterances.], batch size: 21, lr: 2.21e-03
2022-11-22 20:10:28,456 INFO [train.py:818] (0/4) Epoch 1, batch 7750, loss[loss=0.2731, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00637, over 21.00 utterances.], tot_loss[loss=0.283, over 1465678.28 frames. utt_duration=1196 frames, utt_pad_proportion=0.07486, over 4908.84 utterances.], batch size: 21, lr: 2.21e-03
2022-11-22 20:11:06,990 INFO [train.py:818] (0/4) Epoch 1, batch 7800, loss[loss=0.2429, over 7266.00 frames. utt_duration=1385 frames, utt_pad_proportion=0.007607, over 21.00 utterances.], tot_loss[loss=0.2831, over 1465640.86 frames. utt_duration=1184 frames, utt_pad_proportion=0.07411, over 4958.51 utterances.], batch size: 21, lr: 2.20e-03
2022-11-22 20:11:44,995 INFO [train.py:818] (0/4) Epoch 1, batch 7850, loss[loss=0.3224, over 7258.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03013, over 16.00 utterances.], tot_loss[loss=0.2844, over 1466349.72 frames. utt_duration=1191 frames, utt_pad_proportion=0.0721, over 4932.61 utterances.], batch size: 16, lr: 2.20e-03
2022-11-22 20:12:22,644 INFO [train.py:818] (0/4) Epoch 1, batch 7900, loss[loss=0.2009, over 7444.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01138, over 17.00 utterances.], tot_loss[loss=0.2833, over 1466490.87 frames. utt_duration=1209 frames, utt_pad_proportion=0.06881, over 4856.71 utterances.], batch size: 17, lr: 2.19e-03
2022-11-22 20:12:58,078 INFO [train.py:818] (0/4) Epoch 1, batch 7950, loss[loss=0.2288, over 7392.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.004173, over 19.00 utterances.], tot_loss[loss=0.2806, over 1467248.65 frames. utt_duration=1235 frames, utt_pad_proportion=0.06017, over 4756.19 utterances.], batch size: 19, lr: 2.19e-03
2022-11-22 20:13:34,349 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-8000.pt
2022-11-22 20:13:45,418 INFO [train.py:818] (0/4) Epoch 1, batch 8000, loss[loss=0.2868, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00484, over 20.00 utterances.], tot_loss[loss=0.2794, over 1465476.73 frames. utt_duration=1237 frames, utt_pad_proportion=0.05972, over 4743.95 utterances.], batch size: 20, lr: 2.18e-03
2022-11-22 20:14:22,155 INFO [train.py:818] (0/4) Epoch 1, batch 8050, loss[loss=0.3866, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005583, over 21.00 utterances.], tot_loss[loss=0.2797, over 1465811.74 frames. utt_duration=1244 frames, utt_pad_proportion=0.05719, over 4717.49 utterances.], batch size: 21, lr: 2.18e-03
2022-11-22 20:14:59,086 INFO [train.py:818] (0/4) Epoch 1, batch 8100, loss[loss=0.2455, over 7387.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006717, over 19.00 utterances.], tot_loss[loss=0.281, over 1465946.37 frames. utt_duration=1246 frames, utt_pad_proportion=0.05948, over 4710.71 utterances.], batch size: 19, lr: 2.17e-03
2022-11-22 20:15:36,919 INFO [train.py:818] (0/4) Epoch 1, batch 8150, loss[loss=0.2116, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005379, over 20.00 utterances.], tot_loss[loss=0.2782, over 1466068.19 frames. utt_duration=1255 frames, utt_pad_proportion=0.05361, over 4679.32 utterances.], batch size: 20, lr: 2.17e-03
2022-11-22 20:16:15,131 INFO [train.py:818] (0/4) Epoch 1, batch 8200, loss[loss=0.2754, over 7468.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.02615, over 26.00 utterances.], tot_loss[loss=0.2796, over 1466670.46 frames. utt_duration=1264 frames, utt_pad_proportion=0.05044, over 4645.14 utterances.], batch size: 26, lr: 2.16e-03
2022-11-22 20:16:51,168 INFO [train.py:818] (0/4) Epoch 1, batch 8250, loss[loss=0.2269, over 7105.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005244, over 18.00 utterances.], tot_loss[loss=0.2771, over 1466341.36 frames. utt_duration=1261 frames, utt_pad_proportion=0.05217, over 4656.40 utterances.], batch size: 18, lr: 2.16e-03
2022-11-22 20:17:28,400 INFO [train.py:818] (0/4) Epoch 1, batch 8300, loss[loss=0.3038, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007424, over 21.00 utterances.], tot_loss[loss=0.2761, over 1465911.98 frames. utt_duration=1238 frames, utt_pad_proportion=0.05851, over 4742.56 utterances.], batch size: 21, lr: 2.15e-03
2022-11-22 20:18:06,593 INFO [train.py:818] (0/4) Epoch 1, batch 8350, loss[loss=0.2596, over 7493.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006098, over 19.00 utterances.], tot_loss[loss=0.2757, over 1465581.04 frames. utt_duration=1225 frames, utt_pad_proportion=0.06659, over 4792.87 utterances.], batch size: 19, lr: 2.15e-03
2022-11-22 20:18:44,121 INFO [train.py:818] (0/4) Epoch 1, batch 8400, loss[loss=0.2934, over 7447.00 frames. utt_duration=765.1 frames, utt_pad_proportion=0.1306, over 39.00 utterances.], tot_loss[loss=0.2768, over 1466880.89 frames. utt_duration=1212 frames, utt_pad_proportion=0.07077, over 4847.36 utterances.], batch size: 39, lr: 2.15e-03
2022-11-22 20:19:20,562 INFO [train.py:818] (0/4) Epoch 1, batch 8450, loss[loss=0.2598, over 7293.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01134, over 17.00 utterances.], tot_loss[loss=0.2744, over 1465933.64 frames. utt_duration=1211 frames, utt_pad_proportion=0.06942, over 4846.23 utterances.], batch size: 17, lr: 2.14e-03
2022-11-22 20:19:58,122 INFO [train.py:818] (0/4) Epoch 1, batch 8500, loss[loss=0.2953, over 7205.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005687, over 19.00 utterances.], tot_loss[loss=0.2724, over 1465583.77 frames. utt_duration=1232 frames, utt_pad_proportion=0.06336, over 4763.51 utterances.], batch size: 19, lr: 2.14e-03
2022-11-22 20:20:35,955 INFO [train.py:818] (0/4) Epoch 1, batch 8550, loss[loss=0.338, over 7469.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.1506, over 40.00 utterances.], tot_loss[loss=0.2731, over 1466069.40 frames. utt_duration=1231 frames, utt_pad_proportion=0.06376, over 4768.15 utterances.], batch size: 40, lr: 2.13e-03
2022-11-22 20:21:13,972 INFO [train.py:818] (0/4) Epoch 1, batch 8600, loss[loss=0.2735, over 7303.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.009553, over 18.00 utterances.], tot_loss[loss=0.2735, over 1465710.59 frames. utt_duration=1227 frames, utt_pad_proportion=0.06784, over 4782.38 utterances.], batch size: 18, lr: 2.13e-03
2022-11-22 20:21:49,925 INFO [train.py:818] (0/4) Epoch 1, batch 8650, loss[loss=0.24, over 7179.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008042, over 22.00 utterances.], tot_loss[loss=0.2719, over 1466485.55 frames. utt_duration=1215 frames, utt_pad_proportion=0.07338, over 4832.17 utterances.], batch size: 22, lr: 2.12e-03
2022-11-22 20:22:25,843 INFO [train.py:818] (0/4) Epoch 1, batch 8700, loss[loss=0.3684, over 7450.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01176, over 24.00 utterances.], tot_loss[loss=0.273, over 1466454.58 frames. utt_duration=1214 frames, utt_pad_proportion=0.07266, over 4839.29 utterances.], batch size: 24, lr: 2.12e-03
2022-11-22 20:23:01,725 INFO [train.py:818] (0/4) Epoch 1, batch 8750, loss[loss=0.2143, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005833, over 19.00 utterances.], tot_loss[loss=0.269, over 1465699.52 frames. utt_duration=1239 frames, utt_pad_proportion=0.06643, over 4737.67 utterances.], batch size: 19, lr: 2.11e-03
2022-11-22 20:23:38,371 INFO [train.py:818] (0/4) Epoch 1, batch 8800, loss[loss=0.2838, over 7329.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006165, over 18.00 utterances.], tot_loss[loss=0.2708, over 1465603.62 frames. utt_duration=1224 frames, utt_pad_proportion=0.07221, over 4796.60 utterances.], batch size: 18, lr: 2.11e-03
2022-11-22 20:24:14,694 INFO [train.py:818] (0/4) Epoch 1, batch 8850, loss[loss=0.2381, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006388, over 21.00 utterances.], tot_loss[loss=0.2735, over 1466385.37 frames. utt_duration=1164 frames, utt_pad_proportion=0.08624, over 5046.71 utterances.], batch size: 21, lr: 2.10e-03
2022-11-22 20:24:53,211 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-1.pt
2022-11-22 20:25:36,039 INFO [train.py:818] (0/4) Epoch 2, batch 0, loss[loss=0.2441, over 7221.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.01913, over 25.00 utterances.], tot_loss[loss=0.2441, over 7221.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.01913, over 25.00 utterances.], batch size: 25, lr: 2.09e-03
2022-11-22 20:26:12,956 INFO [train.py:818] (0/4) Epoch 2, batch 50, loss[loss=0.1912, over 7207.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005411, over 19.00 utterances.], tot_loss[loss=0.2124, over 329608.26 frames. utt_duration=1328 frames, utt_pad_proportion=0.04822, over 993.66 utterances.], batch size: 19, lr: 2.08e-03
2022-11-22 20:26:48,777 INFO [train.py:818] (0/4) Epoch 2, batch 100, loss[loss=0.2502, over 7199.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004385, over 20.00 utterances.], tot_loss[loss=0.2113, over 581245.11 frames. utt_duration=1299 frames, utt_pad_proportion=0.05457, over 1791.31 utterances.], batch size: 20, lr: 2.08e-03
2022-11-22 20:27:26,282 INFO [train.py:818] (0/4) Epoch 2, batch 150, loss[loss=0.2008, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.006839, over 22.00 utterances.], tot_loss[loss=0.2097, over 777512.74 frames. utt_duration=1286 frames, utt_pad_proportion=0.04902, over 2420.97 utterances.], batch size: 22, lr: 2.07e-03
2022-11-22 20:28:01,662 INFO [train.py:818] (0/4) Epoch 2, batch 200, loss[loss=0.1851, over 7486.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007353, over 19.00 utterances.], tot_loss[loss=0.2041, over 929276.45 frames. utt_duration=1267 frames, utt_pad_proportion=0.05795, over 2937.75 utterances.], batch size: 19, lr: 2.07e-03
2022-11-22 20:28:38,102 INFO [train.py:818] (0/4) Epoch 2, batch 250, loss[loss=0.2544, over 7249.00 frames. utt_duration=968 frames, utt_pad_proportion=0.0638, over 30.00 utterances.], tot_loss[loss=0.2047, over 1048706.61 frames. utt_duration=1295 frames, utt_pad_proportion=0.05196, over 3242.44 utterances.], batch size: 30, lr: 2.06e-03
2022-11-22 20:29:14,849 INFO [train.py:818] (0/4) Epoch 2, batch 300, loss[loss=0.2051, over 7267.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03879, over 27.00 utterances.], tot_loss[loss=0.204, over 1139840.11 frames. utt_duration=1296 frames, utt_pad_proportion=0.05056, over 3521.26 utterances.], batch size: 27, lr: 2.06e-03
2022-11-22 20:29:50,497 INFO [train.py:818] (0/4) Epoch 2, batch 350, loss[loss=0.1683, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006233, over 21.00 utterances.], tot_loss[loss=0.2064, over 1212391.82 frames. utt_duration=1269 frames, utt_pad_proportion=0.05572, over 3826.29 utterances.], batch size: 21, lr: 2.06e-03
2022-11-22 20:30:26,055 INFO [train.py:818] (0/4) Epoch 2, batch 400, loss[loss=0.1764, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007341, over 18.00 utterances.], tot_loss[loss=0.2031, over 1268981.85 frames. utt_duration=1276 frames, utt_pad_proportion=0.05564, over 3983.13 utterances.], batch size: 18, lr: 2.05e-03
2022-11-22 20:31:03,822 INFO [train.py:818] (0/4) Epoch 2, batch 450, loss[loss=0.1554, over 7214.00 frames. utt_duration=1805 frames, utt_pad_proportion=0.02334, over 16.00 utterances.], tot_loss[loss=0.2022, over 1312458.47 frames. utt_duration=1279 frames, utt_pad_proportion=0.05171, over 4109.82 utterances.], batch size: 16, lr: 2.05e-03
2022-11-22 20:31:39,403 INFO [train.py:818] (0/4) Epoch 2, batch 500, loss[loss=0.2751, over 7444.00 frames. utt_duration=433.1 frames, utt_pad_proportion=0.3115, over 69.00 utterances.], tot_loss[loss=0.2009, over 1345791.82 frames. utt_duration=1282 frames, utt_pad_proportion=0.04915, over 4203.54 utterances.], batch size: 69, lr: 2.04e-03
2022-11-22 20:32:15,261 INFO [train.py:818] (0/4) Epoch 2, batch 550, loss[loss=0.1724, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007618, over 18.00 utterances.], tot_loss[loss=0.2024, over 1372756.27 frames. utt_duration=1275 frames, utt_pad_proportion=0.05301, over 4312.91 utterances.], batch size: 18, lr: 2.04e-03
2022-11-22 20:32:52,399 INFO [train.py:818] (0/4) Epoch 2, batch 600, loss[loss=0.1889, over 7309.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009276, over 18.00 utterances.], tot_loss[loss=0.2026, over 1392938.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.05467, over 4385.22 utterances.], batch size: 18, lr: 2.03e-03
2022-11-22 20:33:27,683 INFO [train.py:818] (0/4) Epoch 2, batch 650, loss[loss=0.1415, over 7295.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01118, over 17.00 utterances.], tot_loss[loss=0.2, over 1408496.48 frames. utt_duration=1284 frames, utt_pad_proportion=0.05378, over 4393.08 utterances.], batch size: 17, lr: 2.03e-03
2022-11-22 20:34:03,593 INFO [train.py:818] (0/4) Epoch 2, batch 700, loss[loss=0.2309, over 7395.00 frames. utt_duration=430.1 frames, utt_pad_proportion=0.3269, over 69.00 utterances.], tot_loss[loss=0.2017, over 1421855.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.06412, over 4593.50 utterances.], batch size: 69, lr: 2.03e-03
2022-11-22 20:34:41,003 INFO [train.py:818] (0/4) Epoch 2, batch 750, loss[loss=0.2072, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007434, over 22.00 utterances.], tot_loss[loss=0.2015, over 1431681.88 frames. utt_duration=1229 frames, utt_pad_proportion=0.06486, over 4664.60 utterances.], batch size: 22, lr: 2.02e-03
2022-11-22 20:35:17,208 INFO [train.py:818] (0/4) Epoch 2, batch 800, loss[loss=0.1918, over 7455.00 frames. utt_duration=766.1 frames, utt_pad_proportion=0.1245, over 39.00 utterances.], tot_loss[loss=0.2018, over 1440285.79 frames. utt_duration=1240 frames, utt_pad_proportion=0.05979, over 4651.66 utterances.], batch size: 39, lr: 2.02e-03
2022-11-22 20:35:52,466 INFO [train.py:818] (0/4) Epoch 2, batch 850, loss[loss=0.2152, over 7263.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.04446, over 16.00 utterances.], tot_loss[loss=0.1999, over 1445171.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.05182, over 4528.08 utterances.], batch size: 16, lr: 2.01e-03
2022-11-22 20:36:29,345 INFO [train.py:818] (0/4) Epoch 2, batch 900, loss[loss=0.2003, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004622, over 21.00 utterances.], tot_loss[loss=0.2003, over 1449580.29 frames. utt_duration=1307 frames, utt_pad_proportion=0.04444, over 4441.22 utterances.], batch size: 21, lr: 2.01e-03
2022-11-22 20:37:04,473 INFO [train.py:818] (0/4) Epoch 2, batch 950, loss[loss=0.244, over 7246.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01349, over 24.00 utterances.], tot_loss[loss=0.2028, over 1452805.58 frames. utt_duration=1314 frames, utt_pad_proportion=0.04197, over 4427.45 utterances.], batch size: 24, lr: 2.00e-03
2022-11-22 20:37:41,322 INFO [train.py:818] (0/4) Epoch 2, batch 1000, loss[loss=0.2295, over 7374.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.003945, over 20.00 utterances.], tot_loss[loss=0.2062, over 1455574.70 frames. utt_duration=1286 frames, utt_pad_proportion=0.04907, over 4533.75 utterances.], batch size: 20, lr: 2.00e-03
2022-11-22 20:38:17,849 INFO [train.py:818] (0/4) Epoch 2, batch 1050, loss[loss=0.2487, over 7247.00 frames. utt_duration=1074 frames, utt_pad_proportion=0.0415, over 27.00 utterances.], tot_loss[loss=0.2055, over 1456396.50 frames. utt_duration=1301 frames, utt_pad_proportion=0.04238, over 4482.48 utterances.], batch size: 27, lr: 2.00e-03
2022-11-22 20:38:53,559 INFO [train.py:818] (0/4) Epoch 2, batch 1100, loss[loss=0.2692, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009829, over 22.00 utterances.], tot_loss[loss=0.2065, over 1458235.69 frames. utt_duration=1291 frames, utt_pad_proportion=0.0473, over 4522.97 utterances.], batch size: 22, lr: 1.99e-03
2022-11-22 20:39:32,020 INFO [train.py:818] (0/4) Epoch 2, batch 1150, loss[loss=0.2118, over 7205.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004451, over 20.00 utterances.], tot_loss[loss=0.2058, over 1459374.15 frames. utt_duration=1298 frames, utt_pad_proportion=0.04605, over 4502.77 utterances.], batch size: 20, lr: 1.99e-03
2022-11-22 20:40:09,727 INFO [train.py:818] (0/4) Epoch 2, batch 1200, loss[loss=0.1464, over 7495.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005734, over 19.00 utterances.], tot_loss[loss=0.207, over 1461510.38 frames. utt_duration=1266 frames, utt_pad_proportion=0.05513, over 4622.52 utterances.], batch size: 19, lr: 1.98e-03
2022-11-22 20:40:47,683 INFO [train.py:818] (0/4) Epoch 2, batch 1250, loss[loss=0.2209, over 7423.00 frames. utt_duration=959.2 frames, utt_pad_proportion=0.06423, over 31.00 utterances.], tot_loss[loss=0.2067, over 1462715.80 frames. utt_duration=1267 frames, utt_pad_proportion=0.05636, over 4623.16 utterances.], batch size: 31, lr: 1.98e-03
2022-11-22 20:41:25,944 INFO [train.py:818] (0/4) Epoch 2, batch 1300, loss[loss=0.1829, over 7305.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009183, over 17.00 utterances.], tot_loss[loss=0.2038, over 1463538.56 frames. utt_duration=1286 frames, utt_pad_proportion=0.05351, over 4555.98 utterances.], batch size: 17, lr: 1.98e-03
2022-11-22 20:42:01,524 INFO [train.py:818] (0/4) Epoch 2, batch 1350, loss[loss=0.1305, over 7383.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007322, over 19.00 utterances.], tot_loss[loss=0.2026, over 1464252.16 frames. utt_duration=1280 frames, utt_pad_proportion=0.05635, over 4581.18 utterances.], batch size: 19, lr: 1.97e-03
2022-11-22 20:42:37,537 INFO [train.py:818] (0/4) Epoch 2, batch 1400, loss[loss=0.2031, over 7426.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.00827, over 18.00 utterances.], tot_loss[loss=0.2049, over 1464687.97 frames. utt_duration=1265 frames, utt_pad_proportion=0.06136, over 4637.75 utterances.], batch size: 18, lr: 1.97e-03
2022-11-22 20:43:14,970 INFO [train.py:818] (0/4) Epoch 2, batch 1450, loss[loss=0.2722, over 7439.00 frames. utt_duration=426.7 frames, utt_pad_proportion=0.3238, over 70.00 utterances.], tot_loss[loss=0.2077, over 1466586.59 frames. utt_duration=1212 frames, utt_pad_proportion=0.07412, over 4845.13 utterances.], batch size: 70, lr: 1.97e-03
2022-11-22 20:43:50,039 INFO [train.py:818] (0/4) Epoch 2, batch 1500, loss[loss=0.2487, over 7422.00 frames. utt_duration=431.7 frames, utt_pad_proportion=0.3276, over 69.00 utterances.], tot_loss[loss=0.2086, over 1466866.52 frames. utt_duration=1241 frames, utt_pad_proportion=0.06675, over 4734.57 utterances.], batch size: 69, lr: 1.96e-03
2022-11-22 20:44:25,848 INFO [train.py:818] (0/4) Epoch 2, batch 1550, loss[loss=0.1484, over 7097.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005842, over 18.00 utterances.], tot_loss[loss=0.2092, over 1466142.94 frames. utt_duration=1263 frames, utt_pad_proportion=0.06106, over 4649.81 utterances.], batch size: 18, lr: 1.96e-03
2022-11-22 20:45:03,132 INFO [train.py:818] (0/4) Epoch 2, batch 1600, loss[loss=0.2033, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005383, over 21.00 utterances.], tot_loss[loss=0.207, over 1465830.80 frames. utt_duration=1272 frames, utt_pad_proportion=0.05595, over 4615.00 utterances.], batch size: 21, lr: 1.95e-03
2022-11-22 20:45:38,679 INFO [train.py:818] (0/4) Epoch 2, batch 1650, loss[loss=0.1857, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004855, over 21.00 utterances.], tot_loss[loss=0.2051, over 1465898.15 frames. utt_duration=1301 frames, utt_pad_proportion=0.04795, over 4512.49 utterances.], batch size: 21, lr: 1.95e-03
2022-11-22 20:46:15,191 INFO [train.py:818] (0/4) Epoch 2, batch 1700, loss[loss=0.1903, over 7292.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.005214, over 17.00 utterances.], tot_loss[loss=0.2035, over 1465653.71 frames. utt_duration=1297 frames, utt_pad_proportion=0.04854, over 4526.86 utterances.], batch size: 17, lr: 1.95e-03
2022-11-22 20:46:52,952 INFO [train.py:818] (0/4) Epoch 2, batch 1750, loss[loss=0.2296, over 7281.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00705, over 20.00 utterances.], tot_loss[loss=0.2022, over 1465172.39 frames. utt_duration=1308 frames, utt_pad_proportion=0.04273, over 4484.83 utterances.], batch size: 20, lr: 1.94e-03
2022-11-22 20:47:28,934 INFO [train.py:818] (0/4) Epoch 2, batch 1800, loss[loss=0.1607, over 7312.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.006415, over 17.00 utterances.], tot_loss[loss=0.2028, over 1465035.58 frames. utt_duration=1329 frames, utt_pad_proportion=0.03806, over 4414.21 utterances.], batch size: 17, lr: 1.94e-03
2022-11-22 20:48:06,292 INFO [train.py:818] (0/4) Epoch 2, batch 1850, loss[loss=0.2759, over 7178.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008691, over 22.00 utterances.], tot_loss[loss=0.2029, over 1465013.75 frames. utt_duration=1335 frames, utt_pad_proportion=0.03739, over 4395.97 utterances.], batch size: 22, lr: 1.94e-03
2022-11-22 20:48:41,652 INFO [train.py:818] (0/4) Epoch 2, batch 1900, loss[loss=0.2844, over 7428.00 frames. utt_duration=960.3 frames, utt_pad_proportion=0.07132, over 31.00 utterances.], tot_loss[loss=0.203, over 1464994.73 frames. utt_duration=1340 frames, utt_pad_proportion=0.0333, over 4376.94 utterances.], batch size: 31, lr: 1.93e-03
2022-11-22 20:49:16,979 INFO [train.py:818] (0/4) Epoch 2, batch 1950, loss[loss=0.1634, over 7313.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007457, over 18.00 utterances.], tot_loss[loss=0.206, over 1464799.26 frames. utt_duration=1326 frames, utt_pad_proportion=0.03618, over 4423.93 utterances.], batch size: 18, lr: 1.93e-03
2022-11-22 20:49:54,679 INFO [train.py:818] (0/4) Epoch 2, batch 2000, loss[loss=0.1873, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.004196, over 19.00 utterances.], tot_loss[loss=0.2035, over 1464758.16 frames. utt_duration=1315 frames, utt_pad_proportion=0.04069, over 4459.62 utterances.], batch size: 19, lr: 1.92e-03
2022-11-22 20:50:31,290 INFO [train.py:818] (0/4) Epoch 2, batch 2050, loss[loss=0.1297, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007265, over 18.00 utterances.], tot_loss[loss=0.202, over 1465349.37 frames. utt_duration=1302 frames, utt_pad_proportion=0.0425, over 4505.55 utterances.], batch size: 18, lr: 1.92e-03
2022-11-22 20:51:05,887 INFO [train.py:818] (0/4) Epoch 2, batch 2100, loss[loss=0.1945, over 7212.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004756, over 19.00 utterances.], tot_loss[loss=0.203, over 1464703.09 frames. utt_duration=1317 frames, utt_pad_proportion=0.03746, over 4453.33 utterances.], batch size: 19, lr: 1.92e-03
2022-11-22 20:51:42,498 INFO [train.py:818] (0/4) Epoch 2, batch 2150, loss[loss=0.151, over 7145.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.009244, over 17.00 utterances.], tot_loss[loss=0.2025, over 1464445.11 frames. utt_duration=1321 frames, utt_pad_proportion=0.03807, over 4438.91 utterances.], batch size: 17, lr: 1.91e-03
2022-11-22 20:52:19,020 INFO [train.py:818] (0/4) Epoch 2, batch 2200, loss[loss=0.2045, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006445, over 19.00 utterances.], tot_loss[loss=0.2018, over 1464517.68 frames. utt_duration=1296 frames, utt_pad_proportion=0.04706, over 4524.24 utterances.], batch size: 19, lr: 1.91e-03
2022-11-22 20:52:53,865 INFO [train.py:818] (0/4) Epoch 2, batch 2250, loss[loss=0.1827, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005364, over 21.00 utterances.], tot_loss[loss=0.2007, over 1465012.26 frames. utt_duration=1315 frames, utt_pad_proportion=0.04149, over 4462.46 utterances.], batch size: 21, lr: 1.91e-03
2022-11-22 20:53:31,114 INFO [train.py:818] (0/4) Epoch 2, batch 2300, loss[loss=0.2063, over 7430.00 frames. utt_duration=763.5 frames, utt_pad_proportion=0.1314, over 39.00 utterances.], tot_loss[loss=0.2029, over 1465252.88 frames. utt_duration=1294 frames, utt_pad_proportion=0.04365, over 4535.99 utterances.], batch size: 39, lr: 1.90e-03
2022-11-22 20:54:07,512 INFO [train.py:818] (0/4) Epoch 2, batch 2350, loss[loss=0.1788, over 7491.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006591, over 19.00 utterances.], tot_loss[loss=0.2016, over 1465886.68 frames. utt_duration=1302 frames, utt_pad_proportion=0.04282, over 4509.85 utterances.], batch size: 19, lr: 1.90e-03
2022-11-22 20:54:43,504 INFO [train.py:818] (0/4) Epoch 2, batch 2400, loss[loss=0.233, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00531, over 20.00 utterances.], tot_loss[loss=0.1994, over 1465883.79 frames. utt_duration=1306 frames, utt_pad_proportion=0.04318, over 4493.93 utterances.], batch size: 20, lr: 1.90e-03
2022-11-22 20:55:20,021 INFO [train.py:818] (0/4) Epoch 2, batch 2450, loss[loss=0.1826, over 7297.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005684, over 20.00 utterances.], tot_loss[loss=0.1997, over 1465787.39 frames. utt_duration=1310 frames, utt_pad_proportion=0.04242, over 4481.08 utterances.], batch size: 20, lr: 1.89e-03
2022-11-22 20:55:55,394 INFO [train.py:818] (0/4) Epoch 2, batch 2500, loss[loss=0.1876, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01005, over 17.00 utterances.], tot_loss[loss=0.1998, over 1465161.22 frames. utt_duration=1291 frames, utt_pad_proportion=0.0472, over 4545.20 utterances.], batch size: 17, lr: 1.89e-03
2022-11-22 20:56:31,840 INFO [train.py:818] (0/4) Epoch 2, batch 2550, loss[loss=0.2548, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01246, over 24.00 utterances.], tot_loss[loss=0.1996, over 1464969.02 frames. utt_duration=1295 frames, utt_pad_proportion=0.04595, over 4531.23 utterances.], batch size: 24, lr: 1.89e-03
2022-11-22 20:57:09,890 INFO [train.py:818] (0/4) Epoch 2, batch 2600, loss[loss=0.183, over 7301.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005038, over 19.00 utterances.], tot_loss[loss=0.1957, over 1465730.11 frames. utt_duration=1316 frames, utt_pad_proportion=0.0438, over 4461.85 utterances.], batch size: 19, lr: 1.88e-03
2022-11-22 20:57:46,216 INFO [train.py:818] (0/4) Epoch 2, batch 2650, loss[loss=0.2352, over 7222.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01679, over 24.00 utterances.], tot_loss[loss=0.1937, over 1465424.67 frames. utt_duration=1330 frames, utt_pad_proportion=0.04032, over 4412.32 utterances.], batch size: 24, lr: 1.88e-03
2022-11-22 20:58:22,976 INFO [train.py:818] (0/4) Epoch 2, batch 2700, loss[loss=0.2216, over 7176.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007392, over 17.00 utterances.], tot_loss[loss=0.1956, over 1465342.43 frames. utt_duration=1294 frames, utt_pad_proportion=0.04991, over 4534.47 utterances.], batch size: 17, lr: 1.87e-03
2022-11-22 20:59:00,355 INFO [train.py:818] (0/4) Epoch 2, batch 2750, loss[loss=0.1793, over 7428.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.01212, over 17.00 utterances.], tot_loss[loss=0.1968, over 1465809.46 frames. utt_duration=1302 frames, utt_pad_proportion=0.04419, over 4509.03 utterances.], batch size: 17, lr: 1.87e-03
2022-11-22 20:59:35,528 INFO [train.py:818] (0/4) Epoch 2, batch 2800, loss[loss=0.2211, over 7206.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01917, over 24.00 utterances.], tot_loss[loss=0.1941, over 1465799.85 frames. utt_duration=1320 frames, utt_pad_proportion=0.03851, over 4445.66 utterances.], batch size: 24, lr: 1.87e-03
2022-11-22 21:00:11,863 INFO [train.py:818] (0/4) Epoch 2, batch 2850, loss[loss=0.1082, over 7305.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009347, over 17.00 utterances.], tot_loss[loss=0.192, over 1465024.65 frames. utt_duration=1311 frames, utt_pad_proportion=0.04201, over 4474.17 utterances.], batch size: 17, lr: 1.86e-03
2022-11-22 21:00:48,993 INFO [train.py:818] (0/4) Epoch 2, batch 2900, loss[loss=0.2265, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005076, over 19.00 utterances.], tot_loss[loss=0.1912, over 1466121.04 frames. utt_duration=1293 frames, utt_pad_proportion=0.04641, over 4539.96 utterances.], batch size: 19, lr: 1.86e-03
2022-11-22 21:01:24,930 INFO [train.py:818] (0/4) Epoch 2, batch 2950, loss[loss=0.2016, over 7336.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009774, over 23.00 utterances.], tot_loss[loss=0.1918, over 1465814.39 frames. utt_duration=1286 frames, utt_pad_proportion=0.04891, over 4564.20 utterances.], batch size: 23, lr: 1.86e-03
2022-11-22 21:01:59,958 INFO [train.py:818] (0/4) Epoch 2, batch 3000, loss[loss=0.208, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0141, over 24.00 utterances.], tot_loss[loss=0.1926, over 1466951.96 frames. utt_duration=1310 frames, utt_pad_proportion=0.04134, over 4485.28 utterances.], batch size: 24, lr: 1.85e-03
2022-11-22 21:01:59,959 INFO [train.py:838] (0/4) Computing validation loss
2022-11-22 21:02:20,095 INFO [train.py:847] (0/4) Epoch 2, validation: loss=0.1251, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-22 21:02:57,125 INFO [train.py:818] (0/4) Epoch 2, batch 3050, loss[loss=0.1971, over 7482.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02664, over 26.00 utterances.], tot_loss[loss=0.1943, over 1465919.26 frames. utt_duration=1291 frames, utt_pad_proportion=0.04944, over 4548.08 utterances.], batch size: 26, lr: 1.85e-03
2022-11-22 21:03:33,777 INFO [train.py:818] (0/4) Epoch 2, batch 3100, loss[loss=0.1988, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.00633, over 19.00 utterances.], tot_loss[loss=0.1936, over 1465495.80 frames. utt_duration=1304 frames, utt_pad_proportion=0.0461, over 4502.30 utterances.], batch size: 19, lr: 1.85e-03
2022-11-22 21:04:10,029 INFO [train.py:818] (0/4) Epoch 2, batch 3150, loss[loss=0.2933, over 7313.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006043, over 22.00 utterances.], tot_loss[loss=0.1928, over 1465517.09 frames. utt_duration=1270 frames, utt_pad_proportion=0.05493, over 4622.06 utterances.], batch size: 22, lr: 1.84e-03
2022-11-22 21:04:45,892 INFO [train.py:818] (0/4) Epoch 2, batch 3200, loss[loss=0.1998, over 7244.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03388, over 16.00 utterances.], tot_loss[loss=0.1917, over 1466180.88 frames. utt_duration=1289 frames, utt_pad_proportion=0.05155, over 4555.89 utterances.], batch size: 16, lr: 1.84e-03
2022-11-22 21:05:23,490 INFO [train.py:818] (0/4) Epoch 2, batch 3250, loss[loss=0.2274, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01183, over 24.00 utterances.], tot_loss[loss=0.1899, over 1465990.85 frames. utt_duration=1275 frames, utt_pad_proportion=0.056, over 4605.67 utterances.], batch size: 24, lr: 1.84e-03
2022-11-22 21:05:59,088 INFO [train.py:818] (0/4) Epoch 2, batch 3300, loss[loss=0.134, over 7457.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01001, over 17.00 utterances.], tot_loss[loss=0.1915, over 1466471.84 frames. utt_duration=1273 frames, utt_pad_proportion=0.05453, over 4612.64 utterances.], batch size: 17, lr: 1.84e-03
2022-11-22 21:06:35,357 INFO [train.py:818] (0/4) Epoch 2, batch 3350, loss[loss=0.1458, over 7248.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.03242, over 16.00 utterances.], tot_loss[loss=0.1926, over 1465840.24 frames. utt_duration=1252 frames, utt_pad_proportion=0.06331, over 4690.39 utterances.], batch size: 16, lr: 1.83e-03
2022-11-22 21:07:12,049 INFO [train.py:818] (0/4) Epoch 2, batch 3400, loss[loss=0.1665, over 7381.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.007056, over 20.00 utterances.], tot_loss[loss=0.1917, over 1465711.16 frames. utt_duration=1257 frames, utt_pad_proportion=0.0614, over 4671.03 utterances.], batch size: 20, lr: 1.83e-03
2022-11-22 21:07:49,262 INFO [train.py:818] (0/4) Epoch 2, batch 3450, loss[loss=0.1598, over 7299.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.004599, over 19.00 utterances.], tot_loss[loss=0.191, over 1465674.68 frames. utt_duration=1277 frames, utt_pad_proportion=0.05429, over 4597.71 utterances.], batch size: 19, lr: 1.83e-03
2022-11-22 21:08:25,740 INFO [train.py:818] (0/4) Epoch 2, batch 3500, loss[loss=0.1732, over 7103.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005003, over 18.00 utterances.], tot_loss[loss=0.19, over 1465278.99 frames. utt_duration=1295 frames, utt_pad_proportion=0.0493, over 4530.14 utterances.], batch size: 18, lr: 1.82e-03
2022-11-22 21:09:02,274 INFO [train.py:818] (0/4) Epoch 2, batch 3550, loss[loss=0.3141, over 7465.00 frames. utt_duration=428.1 frames, utt_pad_proportion=0.3342, over 70.00 utterances.], tot_loss[loss=0.191, over 1466303.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.06022, over 4663.04 utterances.], batch size: 70, lr: 1.82e-03
2022-11-22 21:09:38,663 INFO [train.py:818] (0/4) Epoch 2, batch 3600, loss[loss=0.1914, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006105, over 19.00 utterances.], tot_loss[loss=0.1915, over 1464821.34 frames. utt_duration=1255 frames, utt_pad_proportion=0.05635, over 4674.08 utterances.], batch size: 19, lr: 1.82e-03
2022-11-22 21:10:14,800 INFO [train.py:818] (0/4) Epoch 2, batch 3650, loss[loss=0.1236, over 7301.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01046, over 18.00 utterances.], tot_loss[loss=0.19, over 1465710.64 frames. utt_duration=1255 frames, utt_pad_proportion=0.05695, over 4675.97 utterances.], batch size: 18, lr: 1.81e-03
2022-11-22 21:10:51,963 INFO [train.py:818] (0/4) Epoch 2, batch 3700, loss[loss=0.1388, over 7207.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005583, over 18.00 utterances.], tot_loss[loss=0.1882, over 1463798.43 frames. utt_duration=1279 frames, utt_pad_proportion=0.04992, over 4584.46 utterances.], batch size: 18, lr: 1.81e-03
2022-11-22 21:11:27,864 INFO [train.py:818] (0/4) Epoch 2, batch 3750, loss[loss=0.2246, over 7253.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03471, over 27.00 utterances.], tot_loss[loss=0.1873, over 1464725.16 frames. utt_duration=1281 frames, utt_pad_proportion=0.04797, over 4577.90 utterances.], batch size: 27, lr: 1.81e-03
2022-11-22 21:12:04,409 INFO [train.py:818] (0/4) Epoch 2, batch 3800, loss[loss=0.2035, over 7279.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006442, over 20.00 utterances.], tot_loss[loss=0.1878, over 1464441.97 frames. utt_duration=1288 frames, utt_pad_proportion=0.04266, over 4553.85 utterances.], batch size: 20, lr: 1.80e-03
2022-11-22 21:12:41,046 INFO [train.py:818] (0/4) Epoch 2, batch 3850, loss[loss=0.1693, over 7379.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006523, over 20.00 utterances.], tot_loss[loss=0.1884, over 1464696.53 frames. utt_duration=1295 frames, utt_pad_proportion=0.0417, over 4531.02 utterances.], batch size: 20, lr: 1.80e-03
2022-11-22 21:13:16,343 INFO [train.py:818] (0/4) Epoch 2, batch 3900, loss[loss=0.2671, over 7240.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01504, over 24.00 utterances.], tot_loss[loss=0.1889, over 1464892.04 frames. utt_duration=1294 frames, utt_pad_proportion=0.04372, over 4532.90 utterances.], batch size: 24, lr: 1.80e-03
2022-11-22 21:13:52,467 INFO [train.py:818] (0/4) Epoch 2, batch 3950, loss[loss=0.1546, over 7219.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.03261, over 16.00 utterances.], tot_loss[loss=0.19, over 1465392.85 frames. utt_duration=1316 frames, utt_pad_proportion=0.0392, over 4459.08 utterances.], batch size: 16, lr: 1.79e-03
2022-11-22 21:14:28,598 INFO [train.py:818] (0/4) Epoch 2, batch 4000, loss[loss=0.2969, over 7391.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005979, over 19.00 utterances.], tot_loss[loss=0.1892, over 1463964.25 frames. utt_duration=1334 frames, utt_pad_proportion=0.03493, over 4393.90 utterances.], batch size: 19, lr: 1.79e-03
2022-11-22 21:15:04,040 INFO [train.py:818] (0/4) Epoch 2, batch 4050, loss[loss=0.581, over 7184.00 frames. utt_duration=1692 frames, utt_pad_proportion=0.006459, over 17.00 utterances.], tot_loss[loss=0.1935, over 1463663.91 frames. utt_duration=1295 frames, utt_pad_proportion=0.04235, over 4525.61 utterances.], batch size: 17, lr: 1.79e-03
2022-11-22 21:15:42,097 INFO [train.py:818] (0/4) Epoch 2, batch 4100, loss[loss=0.299, over 7342.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009767, over 23.00 utterances.], tot_loss[loss=0.1959, over 1464173.35 frames. utt_duration=1258 frames, utt_pad_proportion=0.05576, over 4659.47 utterances.], batch size: 23, lr: 1.79e-03
2022-11-22 21:16:18,931 INFO [train.py:818] (0/4) Epoch 2, batch 4150, loss[loss=0.2589, over 7430.00 frames. utt_duration=438.5 frames, utt_pad_proportion=0.3138, over 68.00 utterances.], tot_loss[loss=0.1998, over 1464587.58 frames. utt_duration=1255 frames, utt_pad_proportion=0.05676, over 4673.54 utterances.], batch size: 68, lr: 1.78e-03
2022-11-22 21:16:54,426 INFO [train.py:818] (0/4) Epoch 2, batch 4200, loss[loss=0.1832, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005695, over 19.00 utterances.], tot_loss[loss=0.2019, over 1464959.46 frames. utt_duration=1263 frames, utt_pad_proportion=0.05651, over 4644.04 utterances.], batch size: 19, lr: 1.78e-03
2022-11-22 21:17:31,278 INFO [train.py:818] (0/4) Epoch 2, batch 4250, loss[loss=0.2164, over 7380.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005185, over 20.00 utterances.], tot_loss[loss=0.2055, over 1465615.17 frames. utt_duration=1270 frames, utt_pad_proportion=0.05253, over 4620.28 utterances.], batch size: 20, lr: 1.78e-03
2022-11-22 21:18:08,595 INFO [train.py:818] (0/4) Epoch 2, batch 4300, loss[loss=0.2151, over 7329.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.00694, over 18.00 utterances.], tot_loss[loss=0.2105, over 1465839.96 frames. utt_duration=1268 frames, utt_pad_proportion=0.05505, over 4631.23 utterances.], batch size: 18, lr: 1.77e-03
2022-11-22 21:18:44,564 INFO [train.py:818] (0/4) Epoch 2, batch 4350, loss[loss=0.1997, over 7463.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01532, over 24.00 utterances.], tot_loss[loss=0.2176, over 1465898.28 frames. utt_duration=1269 frames, utt_pad_proportion=0.05209, over 4625.65 utterances.], batch size: 24, lr: 1.77e-03
2022-11-22 21:19:20,694 INFO [train.py:818] (0/4) Epoch 2, batch 4400, loss[loss=0.2179, over 7191.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.005594, over 20.00 utterances.], tot_loss[loss=0.2221, over 1465747.67 frames. utt_duration=1258 frames, utt_pad_proportion=0.05419, over 4667.81 utterances.], batch size: 20, lr: 1.77e-03
2022-11-22 21:19:57,522 INFO [train.py:818] (0/4) Epoch 2, batch 4450, loss[loss=0.2299, over 7451.00 frames. utt_duration=962.8 frames, utt_pad_proportion=0.06795, over 31.00 utterances.], tot_loss[loss=0.227, over 1464976.51 frames. utt_duration=1245 frames, utt_pad_proportion=0.05442, over 4712.71 utterances.], batch size: 31, lr: 1.76e-03
2022-11-22 21:20:33,454 INFO [train.py:818] (0/4) Epoch 2, batch 4500, loss[loss=0.2274, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006304, over 20.00 utterances.], tot_loss[loss=0.2282, over 1464649.90 frames. utt_duration=1263 frames, utt_pad_proportion=0.05375, over 4645.07 utterances.], batch size: 20, lr: 1.76e-03
2022-11-22 21:21:12,523 INFO [train.py:818] (0/4) Epoch 2, batch 4550, loss[loss=0.2117, over 7205.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005653, over 19.00 utterances.], tot_loss[loss=0.2285, over 1463919.13 frames. utt_duration=1267 frames, utt_pad_proportion=0.0549, over 4626.54 utterances.], batch size: 19, lr: 1.76e-03
2022-11-22 21:21:49,210 INFO [train.py:818] (0/4) Epoch 2, batch 4600, loss[loss=0.2518, over 7180.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008311, over 22.00 utterances.], tot_loss[loss=0.23, over 1464021.10 frames. utt_duration=1283 frames, utt_pad_proportion=0.05153, over 4570.23 utterances.], batch size: 22, lr: 1.76e-03
2022-11-22 21:22:27,308 INFO [train.py:818] (0/4) Epoch 2, batch 4650, loss[loss=0.3182, over 7446.00 frames. utt_duration=404 frames, utt_pad_proportion=0.3667, over 74.00 utterances.], tot_loss[loss=0.2327, over 1464090.09 frames. utt_duration=1254 frames, utt_pad_proportion=0.06218, over 4675.56 utterances.], batch size: 74, lr: 1.75e-03
2022-11-22 21:23:02,443 INFO [train.py:818] (0/4) Epoch 2, batch 4700, loss[loss=0.2099, over 7466.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01389, over 24.00 utterances.], tot_loss[loss=0.2332, over 1464406.17 frames. utt_duration=1267 frames, utt_pad_proportion=0.05656, over 4628.92 utterances.], batch size: 24, lr: 1.75e-03
2022-11-22 21:23:39,584 INFO [train.py:818] (0/4) Epoch 2, batch 4750, loss[loss=0.4016, over 7349.00 frames. utt_duration=393.5 frames, utt_pad_proportion=0.3861, over 75.00 utterances.], tot_loss[loss=0.2351, over 1464684.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.06209, over 4675.49 utterances.], batch size: 75, lr: 1.75e-03
2022-11-22 21:24:15,943 INFO [train.py:818] (0/4) Epoch 2, batch 4800, loss[loss=0.2757, over 7180.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01162, over 23.00 utterances.], tot_loss[loss=0.2364, over 1464103.72 frames. utt_duration=1274 frames, utt_pad_proportion=0.0568, over 4602.37 utterances.], batch size: 23, lr: 1.74e-03
2022-11-22 21:24:51,790 INFO [train.py:818] (0/4) Epoch 2, batch 4850, loss[loss=0.2327, over 7288.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005692, over 21.00 utterances.], tot_loss[loss=0.2347, over 1464279.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.05675, over 4588.09 utterances.], batch size: 21, lr: 1.74e-03
2022-11-22 21:25:28,264 INFO [train.py:818] (0/4) Epoch 2, batch 4900, loss[loss=0.2447, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007345, over 18.00 utterances.], tot_loss[loss=0.2381, over 1464222.98 frames. utt_duration=1252 frames, utt_pad_proportion=0.06214, over 4683.14 utterances.], batch size: 18, lr: 1.74e-03
2022-11-22 21:26:04,992 INFO [train.py:818] (0/4) Epoch 2, batch 4950, loss[loss=0.1806, over 7322.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007583, over 18.00 utterances.], tot_loss[loss=0.2378, over 1464859.39 frames. utt_duration=1272 frames, utt_pad_proportion=0.05496, over 4610.30 utterances.], batch size: 18, lr: 1.74e-03
2022-11-22 21:26:41,396 INFO [train.py:818] (0/4) Epoch 2, batch 5000, loss[loss=0.3358, over 7371.00 frames. utt_duration=757.6 frames, utt_pad_proportion=0.1401, over 39.00 utterances.], tot_loss[loss=0.2369, over 1465337.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.05352, over 4612.11 utterances.], batch size: 39, lr: 1.73e-03
2022-11-22 21:27:18,113 INFO [train.py:818] (0/4) Epoch 2, batch 5050, loss[loss=0.2408, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005381, over 20.00 utterances.], tot_loss[loss=0.2376, over 1464234.84 frames. utt_duration=1246 frames, utt_pad_proportion=0.06046, over 4705.40 utterances.], batch size: 20, lr: 1.73e-03
2022-11-22 21:27:54,625 INFO [train.py:818] (0/4) Epoch 2, batch 5100, loss[loss=0.243, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00689, over 22.00 utterances.], tot_loss[loss=0.237, over 1464951.12 frames. utt_duration=1254 frames, utt_pad_proportion=0.05797, over 4679.28 utterances.], batch size: 22, lr: 1.73e-03
2022-11-22 21:28:30,815 INFO [train.py:818] (0/4) Epoch 2, batch 5150, loss[loss=0.263, over 7353.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008521, over 23.00 utterances.], tot_loss[loss=0.2336, over 1465005.59 frames. utt_duration=1262 frames, utt_pad_proportion=0.05751, over 4647.15 utterances.], batch size: 23, lr: 1.73e-03
2022-11-22 21:29:06,351 INFO [train.py:818] (0/4) Epoch 2, batch 5200, loss[loss=0.2123, over 7176.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007737, over 17.00 utterances.], tot_loss[loss=0.2331, over 1464704.73 frames. utt_duration=1281 frames, utt_pad_proportion=0.04965, over 4577.43 utterances.], batch size: 17, lr: 1.72e-03
2022-11-22 21:29:44,576 INFO [train.py:818] (0/4) Epoch 2, batch 5250, loss[loss=0.1991, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005751, over 21.00 utterances.], tot_loss[loss=0.2327, over 1465381.74 frames. utt_duration=1279 frames, utt_pad_proportion=0.05134, over 4586.45 utterances.], batch size: 21, lr: 1.72e-03
2022-11-22 21:30:22,552 INFO [train.py:818] (0/4) Epoch 2, batch 5300, loss[loss=0.2421, over 7389.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004876, over 21.00 utterances.], tot_loss[loss=0.2321, over 1466460.41 frames. utt_duration=1253 frames, utt_pad_proportion=0.05821, over 4685.21 utterances.], batch size: 21, lr: 1.72e-03
2022-11-22 21:31:01,846 INFO [train.py:818] (0/4) Epoch 2, batch 5350, loss[loss=0.2065, over 7210.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01541, over 24.00 utterances.], tot_loss[loss=0.2314, over 1467751.55 frames. utt_duration=1250 frames, utt_pad_proportion=0.05991, over 4701.69 utterances.], batch size: 24, lr: 1.71e-03
2022-11-22 21:31:39,296 INFO [train.py:818] (0/4) Epoch 2, batch 5400, loss[loss=0.3055, over 7392.00 frames. utt_duration=424 frames, utt_pad_proportion=0.3364, over 70.00 utterances.], tot_loss[loss=0.2327, over 1467531.52 frames. utt_duration=1257 frames, utt_pad_proportion=0.06039, over 4675.41 utterances.], batch size: 70, lr: 1.71e-03
2022-11-22 21:32:16,657 INFO [train.py:818] (0/4) Epoch 2, batch 5450, loss[loss=0.2803, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006204, over 21.00 utterances.], tot_loss[loss=0.2338, over 1466479.15 frames. utt_duration=1282 frames, utt_pad_proportion=0.05195, over 4580.75 utterances.], batch size: 21, lr: 1.71e-03
2022-11-22 21:32:54,993 INFO [train.py:818] (0/4) Epoch 2, batch 5500, loss[loss=0.2271, over 7386.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005414, over 20.00 utterances.], tot_loss[loss=0.2347, over 1466264.78 frames. utt_duration=1252 frames, utt_pad_proportion=0.06073, over 4689.35 utterances.], batch size: 20, lr: 1.71e-03
2022-11-22 21:33:31,133 INFO [train.py:818] (0/4) Epoch 2, batch 5550, loss[loss=0.1716, over 7453.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.0093, over 17.00 utterances.], tot_loss[loss=0.2333, over 1466423.41 frames. utt_duration=1263 frames, utt_pad_proportion=0.05776, over 4649.91 utterances.], batch size: 17, lr: 1.70e-03
2022-11-22 21:34:07,519 INFO [train.py:818] (0/4) Epoch 2, batch 5600, loss[loss=0.2868, over 7292.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03605, over 27.00 utterances.], tot_loss[loss=0.236, over 1465066.20 frames. utt_duration=1251 frames, utt_pad_proportion=0.0579, over 4689.97 utterances.], batch size: 27, lr: 1.70e-03
2022-11-22 21:34:45,664 INFO [train.py:818] (0/4) Epoch 2, batch 5650, loss[loss=0.2849, over 7401.00 frames. utt_duration=406.8 frames, utt_pad_proportion=0.3664, over 73.00 utterances.], tot_loss[loss=0.2363, over 1465467.01 frames. utt_duration=1238 frames, utt_pad_proportion=0.05813, over 4742.38 utterances.], batch size: 73, lr: 1.70e-03
2022-11-22 21:35:22,310 INFO [train.py:818] (0/4) Epoch 2, batch 5700, loss[loss=0.1858, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006983, over 21.00 utterances.], tot_loss[loss=0.2357, over 1465975.35 frames. utt_duration=1219 frames, utt_pad_proportion=0.06383, over 4815.78 utterances.], batch size: 21, lr: 1.70e-03
2022-11-22 21:35:59,036 INFO [train.py:818] (0/4) Epoch 2, batch 5750, loss[loss=0.1666, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009124, over 17.00 utterances.], tot_loss[loss=0.2344, over 1466042.26 frames. utt_duration=1229 frames, utt_pad_proportion=0.06011, over 4776.99 utterances.], batch size: 17, lr: 1.69e-03
2022-11-22 21:36:35,515 INFO [train.py:818] (0/4) Epoch 2, batch 5800, loss[loss=0.16, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009685, over 17.00 utterances.], tot_loss[loss=0.2307, over 1467496.72 frames. utt_duration=1231 frames, utt_pad_proportion=0.06467, over 4773.71 utterances.], batch size: 17, lr: 1.69e-03
2022-11-22 21:37:13,104 INFO [train.py:818] (0/4) Epoch 2, batch 5850, loss[loss=0.1897, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005863, over 19.00 utterances.], tot_loss[loss=0.231, over 1469205.37 frames. utt_duration=1233 frames, utt_pad_proportion=0.06266, over 4772.00 utterances.], batch size: 19, lr: 1.69e-03
2022-11-22 21:37:50,239 INFO [train.py:818] (0/4) Epoch 2, batch 5900, loss[loss=0.2878, over 7356.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.006673, over 23.00 utterances.], tot_loss[loss=0.2314, over 1467911.90 frames. utt_duration=1229 frames, utt_pad_proportion=0.06311, over 4781.94 utterances.], batch size: 23, lr: 1.69e-03
2022-11-22 21:38:26,949 INFO [train.py:818] (0/4) Epoch 2, batch 5950, loss[loss=0.265, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006647, over 21.00 utterances.], tot_loss[loss=0.2326, over 1467063.01 frames. utt_duration=1193 frames, utt_pad_proportion=0.07555, over 4925.90 utterances.], batch size: 21, lr: 1.68e-03
2022-11-22 21:39:03,466 INFO [train.py:818] (0/4) Epoch 2, batch 6000, loss[loss=0.2024, over 7451.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0169, over 24.00 utterances.], tot_loss[loss=0.2331, over 1466086.32 frames. utt_duration=1182 frames, utt_pad_proportion=0.08077, over 4969.54 utterances.], batch size: 24, lr: 1.68e-03
2022-11-22 21:39:03,467 INFO [train.py:838] (0/4) Computing validation loss
2022-11-22 21:39:23,606 INFO [train.py:847] (0/4) Epoch 2, validation: loss=0.1032, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-22 21:40:00,862 INFO [train.py:818] (0/4) Epoch 2, batch 6050, loss[loss=0.2163, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006487, over 18.00 utterances.], tot_loss[loss=0.2329, over 1466709.82 frames. utt_duration=1190 frames, utt_pad_proportion=0.076, over 4934.91 utterances.], batch size: 18, lr: 1.68e-03
2022-11-22 21:40:36,591 INFO [train.py:818] (0/4) Epoch 2, batch 6100, loss[loss=0.1754, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008388, over 18.00 utterances.], tot_loss[loss=0.2335, over 1466538.60 frames. utt_duration=1181 frames, utt_pad_proportion=0.08054, over 4972.13 utterances.], batch size: 18, lr: 1.68e-03
2022-11-22 21:41:14,773 INFO [train.py:818] (0/4) Epoch 2, batch 6150, loss[loss=0.1983, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007854, over 18.00 utterances.], tot_loss[loss=0.2328, over 1466852.81 frames. utt_duration=1181 frames, utt_pad_proportion=0.08139, over 4975.79 utterances.], batch size: 18, lr: 1.67e-03
2022-11-22 21:41:51,603 INFO [train.py:818] (0/4) Epoch 2, batch 6200, loss[loss=0.2046, over 7459.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.008863, over 17.00 utterances.], tot_loss[loss=0.233, over 1466636.19 frames. utt_duration=1172 frames, utt_pad_proportion=0.08029, over 5013.37 utterances.], batch size: 17, lr: 1.67e-03
2022-11-22 21:42:27,804 INFO [train.py:818] (0/4) Epoch 2, batch 6250, loss[loss=0.1549, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006178, over 19.00 utterances.], tot_loss[loss=0.2302, over 1467032.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.0687, over 4852.90 utterances.], batch size: 19, lr: 1.67e-03
2022-11-22 21:43:04,691 INFO [train.py:818] (0/4) Epoch 2, batch 6300, loss[loss=0.1585, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007823, over 18.00 utterances.], tot_loss[loss=0.2302, over 1465870.24 frames. utt_duration=1219 frames, utt_pad_proportion=0.06652, over 4816.94 utterances.], batch size: 18, lr: 1.67e-03
2022-11-22 21:43:41,738 INFO [train.py:818] (0/4) Epoch 2, batch 6350, loss[loss=0.1833, over 7283.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.04089, over 16.00 utterances.], tot_loss[loss=0.2302, over 1465939.86 frames. utt_duration=1233 frames, utt_pad_proportion=0.06486, over 4763.35 utterances.], batch size: 16, lr: 1.66e-03
2022-11-22 21:44:18,205 INFO [train.py:818] (0/4) Epoch 2, batch 6400, loss[loss=0.2038, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006022, over 19.00 utterances.], tot_loss[loss=0.2311, over 1465866.17 frames. utt_duration=1201 frames, utt_pad_proportion=0.07629, over 4889.86 utterances.], batch size: 19, lr: 1.66e-03
2022-11-22 21:44:56,231 INFO [train.py:818] (0/4) Epoch 2, batch 6450, loss[loss=0.1757, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.006787, over 18.00 utterances.], tot_loss[loss=0.2301, over 1466143.07 frames. utt_duration=1222 frames, utt_pad_proportion=0.07215, over 4806.64 utterances.], batch size: 18, lr: 1.66e-03
2022-11-22 21:45:32,070 INFO [train.py:818] (0/4) Epoch 2, batch 6500, loss[loss=0.2111, over 7432.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008693, over 18.00 utterances.], tot_loss[loss=0.2285, over 1466144.11 frames. utt_duration=1230 frames, utt_pad_proportion=0.07002, over 4774.40 utterances.], batch size: 18, lr: 1.66e-03
2022-11-22 21:46:10,460 INFO [train.py:818] (0/4) Epoch 2, batch 6550, loss[loss=0.1785, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006826, over 20.00 utterances.], tot_loss[loss=0.2292, over 1465159.84 frames. utt_duration=1207 frames, utt_pad_proportion=0.0738, over 4861.67 utterances.], batch size: 20, lr: 1.65e-03
2022-11-22 21:46:46,557 INFO [train.py:818] (0/4) Epoch 2, batch 6600, loss[loss=0.2694, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007265, over 22.00 utterances.], tot_loss[loss=0.2286, over 1465858.12 frames. utt_duration=1226 frames, utt_pad_proportion=0.06495, over 4786.56 utterances.], batch size: 22, lr: 1.65e-03
2022-11-22 21:47:24,261 INFO [train.py:818] (0/4) Epoch 2, batch 6650, loss[loss=0.324, over 7448.00 frames. utt_duration=415.2 frames, utt_pad_proportion=0.3388, over 72.00 utterances.], tot_loss[loss=0.229, over 1464961.16 frames. utt_duration=1203 frames, utt_pad_proportion=0.07211, over 4878.96 utterances.], batch size: 72, lr: 1.65e-03
2022-11-22 21:48:00,495 INFO [train.py:818] (0/4) Epoch 2, batch 6700, loss[loss=0.2359, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005873, over 20.00 utterances.], tot_loss[loss=0.2292, over 1466092.55 frames. utt_duration=1221 frames, utt_pad_proportion=0.06674, over 4808.87 utterances.], batch size: 20, lr: 1.65e-03
2022-11-22 21:48:37,397 INFO [train.py:818] (0/4) Epoch 2, batch 6750, loss[loss=0.2703, over 7363.00 frames. utt_duration=756.8 frames, utt_pad_proportion=0.1321, over 39.00 utterances.], tot_loss[loss=0.2301, over 1465256.07 frames. utt_duration=1214 frames, utt_pad_proportion=0.06779, over 4831.99 utterances.], batch size: 39, lr: 1.64e-03
2022-11-22 21:49:13,406 INFO [train.py:818] (0/4) Epoch 2, batch 6800, loss[loss=0.2345, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006413, over 21.00 utterances.], tot_loss[loss=0.2302, over 1464776.91 frames. utt_duration=1193 frames, utt_pad_proportion=0.07481, over 4916.74 utterances.], batch size: 21, lr: 1.64e-03
2022-11-22 21:49:51,294 INFO [train.py:818] (0/4) Epoch 2, batch 6850, loss[loss=0.1902, over 7169.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008186, over 22.00 utterances.], tot_loss[loss=0.2285, over 1465593.26 frames. utt_duration=1206 frames, utt_pad_proportion=0.06916, over 4866.87 utterances.], batch size: 22, lr: 1.64e-03
2022-11-22 21:50:28,097 INFO [train.py:818] (0/4) Epoch 2, batch 6900, loss[loss=0.1985, over 7188.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005633, over 21.00 utterances.], tot_loss[loss=0.229, over 1465871.68 frames. utt_duration=1219 frames, utt_pad_proportion=0.06667, over 4815.65 utterances.], batch size: 21, lr: 1.64e-03
2022-11-22 21:51:05,109 INFO [train.py:818] (0/4) Epoch 2, batch 6950, loss[loss=0.1765, over 7366.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.007202, over 21.00 utterances.], tot_loss[loss=0.2273, over 1466430.28 frames. utt_duration=1238 frames, utt_pad_proportion=0.06025, over 4742.70 utterances.], batch size: 21, lr: 1.63e-03
2022-11-22 21:51:41,739 INFO [train.py:818] (0/4) Epoch 2, batch 7000, loss[loss=0.1722, over 7448.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00739, over 18.00 utterances.], tot_loss[loss=0.2242, over 1467058.57 frames. utt_duration=1267 frames, utt_pad_proportion=0.05237, over 4636.27 utterances.], batch size: 18, lr: 1.63e-03
2022-11-22 21:52:18,960 INFO [train.py:818] (0/4) Epoch 2, batch 7050, loss[loss=0.1984, over 7331.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006602, over 18.00 utterances.], tot_loss[loss=0.2234, over 1466917.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05598, over 4639.77 utterances.], batch size: 18, lr: 1.63e-03
2022-11-22 21:52:54,893 INFO [train.py:818] (0/4) Epoch 2, batch 7100, loss[loss=0.2639, over 7250.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.01663, over 25.00 utterances.], tot_loss[loss=0.2247, over 1466792.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05348, over 4645.44 utterances.], batch size: 25, lr: 1.63e-03
2022-11-22 21:52:58,593 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-16000.pt
2022-11-22 21:53:41,713 INFO [train.py:818] (0/4) Epoch 2, batch 7150, loss[loss=0.1725, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006583, over 19.00 utterances.], tot_loss[loss=0.2253, over 1465724.27 frames. utt_duration=1238 frames, utt_pad_proportion=0.05975, over 4740.32 utterances.], batch size: 19, lr: 1.63e-03
2022-11-22 21:54:19,034 INFO [train.py:818] (0/4) Epoch 2, batch 7200, loss[loss=0.2705, over 7376.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006894, over 21.00 utterances.], tot_loss[loss=0.2235, over 1465640.18 frames. utt_duration=1267 frames, utt_pad_proportion=0.05148, over 4633.85 utterances.], batch size: 21, lr: 1.62e-03
2022-11-22 21:54:57,312 INFO [train.py:818] (0/4) Epoch 2, batch 7250, loss[loss=0.1814, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005975, over 19.00 utterances.], tot_loss[loss=0.224, over 1466474.44 frames. utt_duration=1228 frames, utt_pad_proportion=0.06256, over 4782.53 utterances.], batch size: 19, lr: 1.62e-03
2022-11-22 21:55:34,959 INFO [train.py:818] (0/4) Epoch 2, batch 7300, loss[loss=0.2912, over 7409.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.00776, over 22.00 utterances.], tot_loss[loss=0.2283, over 1467337.37 frames. utt_duration=1188 frames, utt_pad_proportion=0.07176, over 4944.73 utterances.], batch size: 22, lr: 1.62e-03
2022-11-22 21:56:12,545 INFO [train.py:818] (0/4) Epoch 2, batch 7350, loss[loss=0.1574, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009119, over 17.00 utterances.], tot_loss[loss=0.2286, over 1467197.32 frames. utt_duration=1189 frames, utt_pad_proportion=0.07542, over 4941.12 utterances.], batch size: 17, lr: 1.62e-03
2022-11-22 21:56:48,840 INFO [train.py:818] (0/4) Epoch 2, batch 7400, loss[loss=0.1464, over 7471.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.009047, over 17.00 utterances.], tot_loss[loss=0.224, over 1466879.02 frames. utt_duration=1230 frames, utt_pad_proportion=0.06358, over 4774.29 utterances.], batch size: 17, lr: 1.61e-03
2022-11-22 21:57:26,914 INFO [train.py:818] (0/4) Epoch 2, batch 7450, loss[loss=0.3577, over 7386.00 frames. utt_duration=435.9 frames, utt_pad_proportion=0.2957, over 68.00 utterances.], tot_loss[loss=0.2243, over 1467169.05 frames. utt_duration=1217 frames, utt_pad_proportion=0.06638, over 4829.63 utterances.], batch size: 68, lr: 1.61e-03
2022-11-22 21:58:04,164 INFO [train.py:818] (0/4) Epoch 2, batch 7500, loss[loss=0.1987, over 7479.00 frames. utt_duration=966.5 frames, utt_pad_proportion=0.05889, over 31.00 utterances.], tot_loss[loss=0.2253, over 1466144.95 frames. utt_duration=1224 frames, utt_pad_proportion=0.06405, over 4796.91 utterances.], batch size: 31, lr: 1.61e-03
2022-11-22 21:58:41,942 INFO [train.py:818] (0/4) Epoch 2, batch 7550, loss[loss=0.216, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005345, over 20.00 utterances.], tot_loss[loss=0.2236, over 1466721.07 frames. utt_duration=1212 frames, utt_pad_proportion=0.06934, over 4847.90 utterances.], batch size: 20, lr: 1.61e-03
2022-11-22 21:59:18,655 INFO [train.py:818] (0/4) Epoch 2, batch 7600, loss[loss=0.2162, over 7296.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005007, over 20.00 utterances.], tot_loss[loss=0.2248, over 1467396.47 frames. utt_duration=1190 frames, utt_pad_proportion=0.07261, over 4939.64 utterances.], batch size: 20, lr: 1.60e-03
2022-11-22 21:59:56,867 INFO [train.py:818] (0/4) Epoch 2, batch 7650, loss[loss=0.2542, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007988, over 22.00 utterances.], tot_loss[loss=0.2233, over 1467630.70 frames. utt_duration=1203 frames, utt_pad_proportion=0.06949, over 4884.00 utterances.], batch size: 22, lr: 1.60e-03
2022-11-22 22:00:33,220 INFO [train.py:818] (0/4) Epoch 2, batch 7700, loss[loss=0.1945, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006222, over 22.00 utterances.], tot_loss[loss=0.2214, over 1466740.49 frames. utt_duration=1226 frames, utt_pad_proportion=0.06025, over 4791.22 utterances.], batch size: 22, lr: 1.60e-03
2022-11-22 22:01:10,020 INFO [train.py:818] (0/4) Epoch 2, batch 7750, loss[loss=0.2018, over 7457.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01015, over 17.00 utterances.], tot_loss[loss=0.221, over 1466550.10 frames. utt_duration=1247 frames, utt_pad_proportion=0.05404, over 4711.34 utterances.], batch size: 17, lr: 1.60e-03
2022-11-22 22:01:47,784 INFO [train.py:818] (0/4) Epoch 2, batch 7800, loss[loss=0.2372, over 7387.00 frames. utt_duration=423.7 frames, utt_pad_proportion=0.3166, over 70.00 utterances.], tot_loss[loss=0.2239, over 1465950.33 frames. utt_duration=1222 frames, utt_pad_proportion=0.06178, over 4806.18 utterances.], batch size: 70, lr: 1.60e-03
2022-11-22 22:02:25,183 INFO [train.py:818] (0/4) Epoch 2, batch 7850, loss[loss=0.2937, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005149, over 21.00 utterances.], tot_loss[loss=0.2239, over 1464928.20 frames. utt_duration=1217 frames, utt_pad_proportion=0.06602, over 4821.39 utterances.], batch size: 21, lr: 1.59e-03
2022-11-22 22:03:02,248 INFO [train.py:818] (0/4) Epoch 2, batch 7900, loss[loss=0.202, over 7263.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03754, over 16.00 utterances.], tot_loss[loss=0.2217, over 1465456.04 frames. utt_duration=1230 frames, utt_pad_proportion=0.06177, over 4770.93 utterances.], batch size: 16, lr: 1.59e-03
2022-11-22 22:03:39,794 INFO [train.py:818] (0/4) Epoch 2, batch 7950, loss[loss=0.2599, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004888, over 21.00 utterances.], tot_loss[loss=0.2239, over 1466429.74 frames. utt_duration=1186 frames, utt_pad_proportion=0.07172, over 4952.26 utterances.], batch size: 21, lr: 1.59e-03
2022-11-22 22:04:15,999 INFO [train.py:818] (0/4) Epoch 2, batch 8000, loss[loss=0.1664, over 7205.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.02017, over 24.00 utterances.], tot_loss[loss=0.2217, over 1466321.74 frames. utt_duration=1184 frames, utt_pad_proportion=0.07399, over 4959.73 utterances.], batch size: 24, lr: 1.59e-03
2022-11-22 22:04:54,052 INFO [train.py:818] (0/4) Epoch 2, batch 8050, loss[loss=0.168, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008123, over 23.00 utterances.], tot_loss[loss=0.2239, over 1467430.90 frames. utt_duration=1184 frames, utt_pad_proportion=0.07268, over 4963.56 utterances.], batch size: 23, lr: 1.59e-03
2022-11-22 22:05:31,241 INFO [train.py:818] (0/4) Epoch 2, batch 8100, loss[loss=0.2419, over 7442.00 frames. utt_duration=432.6 frames, utt_pad_proportion=0.3187, over 69.00 utterances.], tot_loss[loss=0.2224, over 1467456.25 frames. utt_duration=1199 frames, utt_pad_proportion=0.07032, over 4903.65 utterances.], batch size: 69, lr: 1.58e-03
2022-11-22 22:06:09,349 INFO [train.py:818] (0/4) Epoch 2, batch 8150, loss[loss=0.2049, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005051, over 21.00 utterances.], tot_loss[loss=0.2209, over 1468081.72 frames. utt_duration=1188 frames, utt_pad_proportion=0.07285, over 4950.06 utterances.], batch size: 21, lr: 1.58e-03
2022-11-22 22:06:46,852 INFO [train.py:818] (0/4) Epoch 2, batch 8200, loss[loss=0.1933, over 7402.00 frames. utt_duration=956.7 frames, utt_pad_proportion=0.06757, over 31.00 utterances.], tot_loss[loss=0.2211, over 1467499.89 frames. utt_duration=1222 frames, utt_pad_proportion=0.06318, over 4809.97 utterances.], batch size: 31, lr: 1.58e-03
2022-11-22 22:07:24,748 INFO [train.py:818] (0/4) Epoch 2, batch 8250, loss[loss=0.2445, over 7322.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.01312, over 23.00 utterances.], tot_loss[loss=0.2229, over 1468698.44 frames. utt_duration=1181 frames, utt_pad_proportion=0.07876, over 4979.83 utterances.], batch size: 23, lr: 1.58e-03
2022-11-22 22:08:02,632 INFO [train.py:818] (0/4) Epoch 2, batch 8300, loss[loss=0.2042, over 7384.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007653, over 19.00 utterances.], tot_loss[loss=0.222, over 1468597.14 frames. utt_duration=1187 frames, utt_pad_proportion=0.0758, over 4954.59 utterances.], batch size: 19, lr: 1.57e-03
2022-11-22 22:08:38,847 INFO [train.py:818] (0/4) Epoch 2, batch 8350, loss[loss=0.1969, over 7388.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004543, over 21.00 utterances.], tot_loss[loss=0.2195, over 1467522.50 frames. utt_duration=1202 frames, utt_pad_proportion=0.07165, over 4889.99 utterances.], batch size: 21, lr: 1.57e-03
2022-11-22 22:09:15,533 INFO [train.py:818] (0/4) Epoch 2, batch 8400, loss[loss=0.1794, over 7224.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01407, over 24.00 utterances.], tot_loss[loss=0.2213, over 1467998.44 frames. utt_duration=1184 frames, utt_pad_proportion=0.07432, over 4964.29 utterances.], batch size: 24, lr: 1.57e-03
2022-11-22 22:09:53,437 INFO [train.py:818] (0/4) Epoch 2, batch 8450, loss[loss=0.239, over 7292.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.0263, over 27.00 utterances.], tot_loss[loss=0.2182, over 1466845.18 frames. utt_duration=1208 frames, utt_pad_proportion=0.07164, over 4864.70 utterances.], batch size: 27, lr: 1.57e-03
2022-11-22 22:10:32,326 INFO [train.py:818] (0/4) Epoch 2, batch 8500, loss[loss=0.1652, over 7277.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007528, over 21.00 utterances.], tot_loss[loss=0.2187, over 1467133.07 frames. utt_duration=1193 frames, utt_pad_proportion=0.07773, over 4925.68 utterances.], batch size: 21, lr: 1.57e-03
2022-11-22 22:11:09,208 INFO [train.py:818] (0/4) Epoch 2, batch 8550, loss[loss=0.1834, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00739, over 21.00 utterances.], tot_loss[loss=0.2191, over 1466303.97 frames. utt_duration=1202 frames, utt_pad_proportion=0.07345, over 4885.77 utterances.], batch size: 21, lr: 1.56e-03
2022-11-22 22:11:46,495 INFO [train.py:818] (0/4) Epoch 2, batch 8600, loss[loss=0.2461, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00757, over 22.00 utterances.], tot_loss[loss=0.2209, over 1466146.68 frames. utt_duration=1180 frames, utt_pad_proportion=0.08059, over 4975.09 utterances.], batch size: 22, lr: 1.56e-03
2022-11-22 22:12:24,135 INFO [train.py:818] (0/4) Epoch 2, batch 8650, loss[loss=0.2626, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009829, over 22.00 utterances.], tot_loss[loss=0.217, over 1465790.64 frames. utt_duration=1191 frames, utt_pad_proportion=0.08178, over 4931.12 utterances.], batch size: 22, lr: 1.56e-03
2022-11-22 22:13:00,359 INFO [train.py:818] (0/4) Epoch 2, batch 8700, loss[loss=0.2707, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006267, over 21.00 utterances.], tot_loss[loss=0.2189, over 1465604.37 frames. utt_duration=1176 frames, utt_pad_proportion=0.0867, over 4992.45 utterances.], batch size: 21, lr: 1.56e-03
2022-11-22 22:13:36,586 INFO [train.py:818] (0/4) Epoch 2, batch 8750, loss[loss=0.1958, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005811, over 19.00 utterances.], tot_loss[loss=0.2209, over 1465550.73 frames. utt_duration=1161 frames, utt_pad_proportion=0.08618, over 5057.62 utterances.], batch size: 19, lr: 1.56e-03
2022-11-22 22:14:11,781 INFO [train.py:818] (0/4) Epoch 2, batch 8800, loss[loss=0.2621, over 7443.00 frames. utt_duration=433 frames, utt_pad_proportion=0.3214, over 69.00 utterances.], tot_loss[loss=0.2185, over 1465406.55 frames. utt_duration=1171 frames, utt_pad_proportion=0.0837, over 5010.82 utterances.], batch size: 69, lr: 1.55e-03
2022-11-22 22:14:49,372 INFO [train.py:818] (0/4) Epoch 2, batch 8850, loss[loss=0.237, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005495, over 21.00 utterances.], tot_loss[loss=0.2185, over 1463859.62 frames. utt_duration=1199 frames, utt_pad_proportion=0.07748, over 4890.54 utterances.], batch size: 21, lr: 1.55e-03
2022-11-22 22:15:27,904 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-2.pt
2022-11-22 22:16:11,582 INFO [train.py:818] (0/4) Epoch 3, batch 0, loss[loss=0.197, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009414, over 17.00 utterances.], tot_loss[loss=0.197, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009414, over 17.00 utterances.], batch size: 17, lr: 1.52e-03
2022-11-22 22:16:48,194 INFO [train.py:818] (0/4) Epoch 3, batch 50, loss[loss=0.159, over 7288.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.02646, over 16.00 utterances.], tot_loss[loss=0.1733, over 329758.34 frames. utt_duration=1437 frames, utt_pad_proportion=0.01879, over 918.67 utterances.], batch size: 16, lr: 1.52e-03
2022-11-22 22:17:27,828 INFO [train.py:818] (0/4) Epoch 3, batch 100, loss[loss=0.2013, over 7474.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01264, over 24.00 utterances.], tot_loss[loss=0.1772, over 581668.84 frames. utt_duration=1219 frames, utt_pad_proportion=0.0758, over 1911.68 utterances.], batch size: 24, lr: 1.52e-03
2022-11-22 22:18:04,281 INFO [train.py:818] (0/4) Epoch 3, batch 150, loss[loss=0.2105, over 7242.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01357, over 24.00 utterances.], tot_loss[loss=0.1734, over 777543.67 frames. utt_duration=1256 frames, utt_pad_proportion=0.05636, over 2479.26 utterances.], batch size: 24, lr: 1.51e-03
2022-11-22 22:18:39,795 INFO [train.py:818] (0/4) Epoch 3, batch 200, loss[loss=0.1588, over 7348.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008857, over 23.00 utterances.], tot_loss[loss=0.1724, over 929717.28 frames. utt_duration=1304 frames, utt_pad_proportion=0.04271, over 2855.57 utterances.], batch size: 23, lr: 1.51e-03
2022-11-22 22:19:17,336 INFO [train.py:818] (0/4) Epoch 3, batch 250, loss[loss=0.1671, over 7474.00 frames. utt_duration=966 frames, utt_pad_proportion=0.06119, over 31.00 utterances.], tot_loss[loss=0.168, over 1048724.56 frames. utt_duration=1323 frames, utt_pad_proportion=0.03729, over 3173.11 utterances.], batch size: 31, lr: 1.51e-03
2022-11-22 22:19:53,573 INFO [train.py:818] (0/4) Epoch 3, batch 300, loss[loss=0.1757, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005939, over 20.00 utterances.], tot_loss[loss=0.1683, over 1141846.56 frames. utt_duration=1334 frames, utt_pad_proportion=0.03647, over 3426.49 utterances.], batch size: 20, lr: 1.51e-03
2022-11-22 22:20:29,495 INFO [train.py:818] (0/4) Epoch 3, batch 350, loss[loss=0.1815, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005518, over 19.00 utterances.], tot_loss[loss=0.1687, over 1212950.24 frames. utt_duration=1337 frames, utt_pad_proportion=0.03528, over 3633.10 utterances.], batch size: 19, lr: 1.51e-03
2022-11-22 22:21:08,359 INFO [train.py:818] (0/4) Epoch 3, batch 400, loss[loss=0.1405, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006281, over 21.00 utterances.], tot_loss[loss=0.1673, over 1268747.44 frames. utt_duration=1346 frames, utt_pad_proportion=0.03595, over 3774.68 utterances.], batch size: 21, lr: 1.50e-03
2022-11-22 22:21:45,296 INFO [train.py:818] (0/4) Epoch 3, batch 450, loss[loss=0.2297, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005417, over 21.00 utterances.], tot_loss[loss=0.1687, over 1312043.61 frames. utt_duration=1301 frames, utt_pad_proportion=0.0499, over 4039.09 utterances.], batch size: 21, lr: 1.50e-03
2022-11-22 22:22:21,053 INFO [train.py:818] (0/4) Epoch 3, batch 500, loss[loss=0.1188, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004423, over 21.00 utterances.], tot_loss[loss=0.1675, over 1346268.54 frames. utt_duration=1282 frames, utt_pad_proportion=0.05199, over 4206.73 utterances.], batch size: 21, lr: 1.50e-03
2022-11-22 22:22:58,224 INFO [train.py:818] (0/4) Epoch 3, batch 550, loss[loss=0.1963, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00658, over 21.00 utterances.], tot_loss[loss=0.1693, over 1373145.83 frames. utt_duration=1287 frames, utt_pad_proportion=0.04867, over 4273.72 utterances.], batch size: 21, lr: 1.50e-03
2022-11-22 22:23:35,439 INFO [train.py:818] (0/4) Epoch 3, batch 600, loss[loss=0.2253, over 7446.00 frames. utt_duration=403.9 frames, utt_pad_proportion=0.3442, over 74.00 utterances.], tot_loss[loss=0.1719, over 1394276.44 frames. utt_duration=1241 frames, utt_pad_proportion=0.06268, over 4501.06 utterances.], batch size: 74, lr: 1.50e-03
2022-11-22 22:24:12,445 INFO [train.py:818] (0/4) Epoch 3, batch 650, loss[loss=0.1636, over 7103.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005454, over 18.00 utterances.], tot_loss[loss=0.1694, over 1409999.65 frames. utt_duration=1243 frames, utt_pad_proportion=0.06498, over 4543.13 utterances.], batch size: 18, lr: 1.49e-03
2022-11-22 22:24:50,387 INFO [train.py:818] (0/4) Epoch 3, batch 700, loss[loss=0.1208, over 7294.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01047, over 17.00 utterances.], tot_loss[loss=0.1679, over 1422688.05 frames. utt_duration=1228 frames, utt_pad_proportion=0.06851, over 4639.01 utterances.], batch size: 17, lr: 1.49e-03
2022-11-22 22:25:26,739 INFO [train.py:818] (0/4) Epoch 3, batch 750, loss[loss=0.1425, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005718, over 20.00 utterances.], tot_loss[loss=0.1659, over 1432631.15 frames. utt_duration=1249 frames, utt_pad_proportion=0.0618, over 4592.68 utterances.], batch size: 20, lr: 1.49e-03
2022-11-22 22:26:03,003 INFO [train.py:818] (0/4) Epoch 3, batch 800, loss[loss=0.1826, over 7213.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02151, over 25.00 utterances.], tot_loss[loss=0.1656, over 1440618.52 frames. utt_duration=1221 frames, utt_pad_proportion=0.07256, over 4723.84 utterances.], batch size: 25, lr: 1.49e-03
2022-11-22 22:26:40,753 INFO [train.py:818] (0/4) Epoch 3, batch 850, loss[loss=0.174, over 7288.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005859, over 21.00 utterances.], tot_loss[loss=0.1659, over 1445653.87 frames. utt_duration=1223 frames, utt_pad_proportion=0.07072, over 4735.53 utterances.], batch size: 21, lr: 1.49e-03
2022-11-22 22:27:16,420 INFO [train.py:818] (0/4) Epoch 3, batch 900, loss[loss=0.1419, over 7295.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005177, over 21.00 utterances.], tot_loss[loss=0.1674, over 1448740.21 frames. utt_duration=1243 frames, utt_pad_proportion=0.06365, over 4668.34 utterances.], batch size: 21, lr: 1.49e-03
2022-11-22 22:27:53,895 INFO [train.py:818] (0/4) Epoch 3, batch 950, loss[loss=0.1739, over 7150.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01106, over 17.00 utterances.], tot_loss[loss=0.1674, over 1451792.02 frames. utt_duration=1275 frames, utt_pad_proportion=0.05447, over 4560.89 utterances.], batch size: 17, lr: 1.48e-03
2022-11-22 22:28:30,693 INFO [train.py:818] (0/4) Epoch 3, batch 1000, loss[loss=0.2452, over 7431.00 frames. utt_duration=432.1 frames, utt_pad_proportion=0.3163, over 69.00 utterances.], tot_loss[loss=0.1677, over 1454077.30 frames. utt_duration=1276 frames, utt_pad_proportion=0.05618, over 4562.46 utterances.], batch size: 69, lr: 1.48e-03
2022-11-22 22:29:07,110 INFO [train.py:818] (0/4) Epoch 3, batch 1050, loss[loss=0.1571, over 7470.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01489, over 24.00 utterances.], tot_loss[loss=0.1695, over 1456543.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.0559, over 4594.62 utterances.], batch size: 24, lr: 1.48e-03
2022-11-22 22:29:43,533 INFO [train.py:818] (0/4) Epoch 3, batch 1100, loss[loss=0.1606, over 7489.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004645, over 20.00 utterances.], tot_loss[loss=0.1728, over 1459590.40 frames. utt_duration=1250 frames, utt_pad_proportion=0.06304, over 4677.76 utterances.], batch size: 20, lr: 1.48e-03
2022-11-22 22:30:20,055 INFO [train.py:818] (0/4) Epoch 3, batch 1150, loss[loss=0.2297, over 7233.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01546, over 24.00 utterances.], tot_loss[loss=0.1741, over 1460106.75 frames. utt_duration=1279 frames, utt_pad_proportion=0.05333, over 4571.98 utterances.], batch size: 24, lr: 1.48e-03
2022-11-22 22:30:55,746 INFO [train.py:818] (0/4) Epoch 3, batch 1200, loss[loss=0.1523, over 7301.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005273, over 19.00 utterances.], tot_loss[loss=0.1737, over 1461273.40 frames. utt_duration=1298 frames, utt_pad_proportion=0.0465, over 4507.59 utterances.], batch size: 19, lr: 1.47e-03
2022-11-22 22:31:33,100 INFO [train.py:818] (0/4) Epoch 3, batch 1250, loss[loss=0.1491, over 7182.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006082, over 21.00 utterances.], tot_loss[loss=0.1732, over 1461435.19 frames. utt_duration=1290 frames, utt_pad_proportion=0.04955, over 4536.19 utterances.], batch size: 21, lr: 1.47e-03
2022-11-22 22:32:09,646 INFO [train.py:818] (0/4) Epoch 3, batch 1300, loss[loss=0.1741, over 7476.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02508, over 26.00 utterances.], tot_loss[loss=0.1743, over 1462449.07 frames. utt_duration=1278 frames, utt_pad_proportion=0.05222, over 4581.84 utterances.], batch size: 26, lr: 1.47e-03
2022-11-22 22:32:46,643 INFO [train.py:818] (0/4) Epoch 3, batch 1350, loss[loss=0.2142, over 7466.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01538, over 24.00 utterances.], tot_loss[loss=0.1756, over 1463083.94 frames. utt_duration=1269 frames, utt_pad_proportion=0.05726, over 4616.06 utterances.], batch size: 24, lr: 1.47e-03
2022-11-22 22:33:22,926 INFO [train.py:818] (0/4) Epoch 3, batch 1400, loss[loss=0.1999, over 7233.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01463, over 24.00 utterances.], tot_loss[loss=0.1744, over 1463094.09 frames. utt_duration=1278 frames, utt_pad_proportion=0.05347, over 4586.06 utterances.], batch size: 24, lr: 1.47e-03
2022-11-22 22:33:59,043 INFO [train.py:818] (0/4) Epoch 3, batch 1450, loss[loss=0.1672, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005621, over 20.00 utterances.], tot_loss[loss=0.1729, over 1464009.78 frames. utt_duration=1290 frames, utt_pad_proportion=0.05066, over 4544.57 utterances.], batch size: 20, lr: 1.47e-03
2022-11-22 22:34:36,283 INFO [train.py:818] (0/4) Epoch 3, batch 1500, loss[loss=0.1784, over 7392.00 frames. utt_duration=759.6 frames, utt_pad_proportion=0.1349, over 39.00 utterances.], tot_loss[loss=0.1716, over 1463313.67 frames. utt_duration=1263 frames, utt_pad_proportion=0.05791, over 4640.41 utterances.], batch size: 39, lr: 1.46e-03
2022-11-22 22:35:13,916 INFO [train.py:818] (0/4) Epoch 3, batch 1550, loss[loss=0.1728, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005945, over 19.00 utterances.], tot_loss[loss=0.1731, over 1464244.84 frames. utt_duration=1279 frames, utt_pad_proportion=0.05128, over 4584.57 utterances.], batch size: 19, lr: 1.46e-03
2022-11-22 22:35:50,214 INFO [train.py:818] (0/4) Epoch 3, batch 1600, loss[loss=0.1268, over 7428.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.01104, over 17.00 utterances.], tot_loss[loss=0.1718, over 1465330.11 frames. utt_duration=1289 frames, utt_pad_proportion=0.04883, over 4552.27 utterances.], batch size: 17, lr: 1.46e-03
2022-11-22 22:36:26,420 INFO [train.py:818] (0/4) Epoch 3, batch 1650, loss[loss=0.1632, over 7114.00 frames. utt_duration=1582 frames, utt_pad_proportion=0.0043, over 18.00 utterances.], tot_loss[loss=0.1729, over 1466170.64 frames. utt_duration=1282 frames, utt_pad_proportion=0.04933, over 4581.19 utterances.], batch size: 18, lr: 1.46e-03
2022-11-22 22:37:02,478 INFO [train.py:818] (0/4) Epoch 3, batch 1700, loss[loss=0.1665, over 7304.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006993, over 22.00 utterances.], tot_loss[loss=0.1713, over 1465769.65 frames. utt_duration=1286 frames, utt_pad_proportion=0.04806, over 4565.74 utterances.], batch size: 22, lr: 1.46e-03
2022-11-22 22:37:40,450 INFO [train.py:818] (0/4) Epoch 3, batch 1750, loss[loss=0.1529, over 7486.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006231, over 19.00 utterances.], tot_loss[loss=0.1716, over 1465858.14 frames. utt_duration=1311 frames, utt_pad_proportion=0.04182, over 4477.66 utterances.], batch size: 19, lr: 1.45e-03
2022-11-22 22:38:16,153 INFO [train.py:818] (0/4) Epoch 3, batch 1800, loss[loss=0.1464, over 7446.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01226, over 17.00 utterances.], tot_loss[loss=0.1712, over 1464445.58 frames. utt_duration=1328 frames, utt_pad_proportion=0.03642, over 4417.12 utterances.], batch size: 17, lr: 1.45e-03
2022-11-22 22:38:53,409 INFO [train.py:818] (0/4) Epoch 3, batch 1850, loss[loss=0.1694, over 7421.00 frames. utt_duration=958.9 frames, utt_pad_proportion=0.07086, over 31.00 utterances.], tot_loss[loss=0.1723, over 1464754.38 frames. utt_duration=1305 frames, utt_pad_proportion=0.04353, over 4493.99 utterances.], batch size: 31, lr: 1.45e-03
2022-11-22 22:39:29,067 INFO [train.py:818] (0/4) Epoch 3, batch 1900, loss[loss=0.1979, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009388, over 22.00 utterances.], tot_loss[loss=0.172, over 1463870.20 frames. utt_duration=1301 frames, utt_pad_proportion=0.0418, over 4504.79 utterances.], batch size: 22, lr: 1.45e-03
2022-11-22 22:40:05,939 INFO [train.py:818] (0/4) Epoch 3, batch 1950, loss[loss=0.125, over 7277.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005325, over 21.00 utterances.], tot_loss[loss=0.171, over 1465188.00 frames. utt_duration=1301 frames, utt_pad_proportion=0.04183, over 4511.24 utterances.], batch size: 21, lr: 1.45e-03
2022-11-22 22:40:43,079 INFO [train.py:818] (0/4) Epoch 3, batch 2000, loss[loss=0.1539, over 7304.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007768, over 22.00 utterances.], tot_loss[loss=0.1701, over 1465219.48 frames. utt_duration=1297 frames, utt_pad_proportion=0.04036, over 4524.78 utterances.], batch size: 22, lr: 1.45e-03
2022-11-22 22:41:19,319 INFO [train.py:818] (0/4) Epoch 3, batch 2050, loss[loss=0.1612, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005794, over 19.00 utterances.], tot_loss[loss=0.1707, over 1464712.90 frames. utt_duration=1284 frames, utt_pad_proportion=0.04208, over 4567.64 utterances.], batch size: 19, lr: 1.44e-03
2022-11-22 22:41:57,117 INFO [train.py:818] (0/4) Epoch 3, batch 2100, loss[loss=0.09717, over 7316.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008263, over 17.00 utterances.], tot_loss[loss=0.1685, over 1464526.89 frames. utt_duration=1269 frames, utt_pad_proportion=0.04787, over 4622.04 utterances.], batch size: 17, lr: 1.44e-03
2022-11-22 22:42:33,542 INFO [train.py:818] (0/4) Epoch 3, batch 2150, loss[loss=0.175, over 7305.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.004763, over 19.00 utterances.], tot_loss[loss=0.1682, over 1465375.67 frames. utt_duration=1295 frames, utt_pad_proportion=0.04188, over 4530.32 utterances.], batch size: 19, lr: 1.44e-03
2022-11-22 22:43:08,706 INFO [train.py:818] (0/4) Epoch 3, batch 2200, loss[loss=0.2417, over 7463.00 frames. utt_duration=428 frames, utt_pad_proportion=0.3323, over 70.00 utterances.], tot_loss[loss=0.1692, over 1466581.36 frames. utt_duration=1297 frames, utt_pad_proportion=0.04136, over 4527.80 utterances.], batch size: 70, lr: 1.44e-03
2022-11-22 22:43:46,832 INFO [train.py:818] (0/4) Epoch 3, batch 2250, loss[loss=0.1701, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009052, over 23.00 utterances.], tot_loss[loss=0.1699, over 1466845.41 frames. utt_duration=1258 frames, utt_pad_proportion=0.05473, over 4670.98 utterances.], batch size: 23, lr: 1.44e-03
2022-11-22 22:44:23,086 INFO [train.py:818] (0/4) Epoch 3, batch 2300, loss[loss=0.1373, over 7169.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.00829, over 22.00 utterances.], tot_loss[loss=0.1684, over 1466456.61 frames. utt_duration=1254 frames, utt_pad_proportion=0.05464, over 4683.15 utterances.], batch size: 22, lr: 1.44e-03
2022-11-22 22:45:00,025 INFO [train.py:818] (0/4) Epoch 3, batch 2350, loss[loss=0.1955, over 7176.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007737, over 22.00 utterances.], tot_loss[loss=0.1695, over 1467578.86 frames. utt_duration=1214 frames, utt_pad_proportion=0.06561, over 4839.57 utterances.], batch size: 22, lr: 1.43e-03
2022-11-22 22:45:37,108 INFO [train.py:818] (0/4) Epoch 3, batch 2400, loss[loss=0.1298, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008293, over 18.00 utterances.], tot_loss[loss=0.1681, over 1467130.99 frames. utt_duration=1184 frames, utt_pad_proportion=0.07629, over 4961.96 utterances.], batch size: 18, lr: 1.43e-03
2022-11-22 22:46:13,062 INFO [train.py:818] (0/4) Epoch 3, batch 2450, loss[loss=0.1598, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006608, over 21.00 utterances.], tot_loss[loss=0.1669, over 1466127.11 frames. utt_duration=1217 frames, utt_pad_proportion=0.06941, over 4822.93 utterances.], batch size: 21, lr: 1.43e-03
2022-11-22 22:46:49,322 INFO [train.py:818] (0/4) Epoch 3, batch 2500, loss[loss=0.2251, over 7462.00 frames. utt_duration=427.8 frames, utt_pad_proportion=0.3327, over 70.00 utterances.], tot_loss[loss=0.1653, over 1465084.21 frames. utt_duration=1230 frames, utt_pad_proportion=0.06378, over 4769.85 utterances.], batch size: 70, lr: 1.43e-03
2022-11-22 22:47:26,560 INFO [train.py:818] (0/4) Epoch 3, batch 2550, loss[loss=0.1454, over 7403.00 frames. utt_duration=956.8 frames, utt_pad_proportion=0.07373, over 31.00 utterances.], tot_loss[loss=0.1664, over 1465843.26 frames. utt_duration=1240 frames, utt_pad_proportion=0.06288, over 4734.21 utterances.], batch size: 31, lr: 1.43e-03
2022-11-22 22:48:03,315 INFO [train.py:818] (0/4) Epoch 3, batch 2600, loss[loss=0.1646, over 7230.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.0144, over 24.00 utterances.], tot_loss[loss=0.1666, over 1465579.49 frames. utt_duration=1252 frames, utt_pad_proportion=0.05482, over 4687.88 utterances.], batch size: 24, lr: 1.43e-03
2022-11-22 22:48:39,623 INFO [train.py:818] (0/4) Epoch 3, batch 2650, loss[loss=0.1788, over 7420.00 frames. utt_duration=959.2 frames, utt_pad_proportion=0.06874, over 31.00 utterances.], tot_loss[loss=0.1646, over 1465815.10 frames. utt_duration=1276 frames, utt_pad_proportion=0.04789, over 4599.96 utterances.], batch size: 31, lr: 1.42e-03
2022-11-22 22:49:16,447 INFO [train.py:818] (0/4) Epoch 3, batch 2700, loss[loss=0.1628, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007163, over 22.00 utterances.], tot_loss[loss=0.165, over 1465858.68 frames. utt_duration=1284 frames, utt_pad_proportion=0.04617, over 4573.09 utterances.], batch size: 22, lr: 1.42e-03
2022-11-22 22:49:51,976 INFO [train.py:818] (0/4) Epoch 3, batch 2750, loss[loss=0.1642, over 7468.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02629, over 26.00 utterances.], tot_loss[loss=0.1652, over 1465227.68 frames. utt_duration=1274 frames, utt_pad_proportion=0.04893, over 4605.35 utterances.], batch size: 26, lr: 1.42e-03
2022-11-22 22:50:29,718 INFO [train.py:818] (0/4) Epoch 3, batch 2800, loss[loss=0.1504, over 7293.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.007713, over 18.00 utterances.], tot_loss[loss=0.1631, over 1465266.42 frames. utt_duration=1290 frames, utt_pad_proportion=0.04613, over 4548.43 utterances.], batch size: 18, lr: 1.42e-03
2022-11-22 22:51:06,476 INFO [train.py:818] (0/4) Epoch 3, batch 2850, loss[loss=0.1665, over 7230.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02172, over 25.00 utterances.], tot_loss[loss=0.1637, over 1465446.70 frames. utt_duration=1283 frames, utt_pad_proportion=0.0459, over 4574.47 utterances.], batch size: 25, lr: 1.42e-03
2022-11-22 22:51:42,735 INFO [train.py:818] (0/4) Epoch 3, batch 2900, loss[loss=0.1489, over 7326.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006538, over 18.00 utterances.], tot_loss[loss=0.1664, over 1465947.32 frames. utt_duration=1255 frames, utt_pad_proportion=0.05685, over 4678.26 utterances.], batch size: 18, lr: 1.42e-03
2022-11-22 22:52:19,969 INFO [train.py:818] (0/4) Epoch 3, batch 2950, loss[loss=0.1814, over 7490.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02464, over 26.00 utterances.], tot_loss[loss=0.1658, over 1465821.54 frames. utt_duration=1276 frames, utt_pad_proportion=0.04853, over 4598.86 utterances.], batch size: 26, lr: 1.41e-03
2022-11-22 22:52:56,285 INFO [train.py:818] (0/4) Epoch 3, batch 3000, loss[loss=0.1775, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005521, over 20.00 utterances.], tot_loss[loss=0.1649, over 1465732.64 frames. utt_duration=1269 frames, utt_pad_proportion=0.04946, over 4626.28 utterances.], batch size: 20, lr: 1.41e-03
2022-11-22 22:52:56,286 INFO [train.py:838] (0/4) Computing validation loss
2022-11-22 22:53:16,387 INFO [train.py:847] (0/4) Epoch 3, validation: loss=0.1033, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-22 22:53:54,838 INFO [train.py:818] (0/4) Epoch 3, batch 3050, loss[loss=0.1813, over 7285.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006875, over 20.00 utterances.], tot_loss[loss=0.1654, over 1465829.50 frames. utt_duration=1269 frames, utt_pad_proportion=0.05036, over 4625.66 utterances.], batch size: 20, lr: 1.41e-03
2022-11-22 22:54:31,312 INFO [train.py:818] (0/4) Epoch 3, batch 3100, loss[loss=0.1723, over 7296.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.00565, over 20.00 utterances.], tot_loss[loss=0.1639, over 1465539.30 frames. utt_duration=1256 frames, utt_pad_proportion=0.05445, over 4671.15 utterances.], batch size: 20, lr: 1.41e-03
2022-11-22 22:55:07,279 INFO [train.py:818] (0/4) Epoch 3, batch 3150, loss[loss=0.1089, over 7450.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01055, over 17.00 utterances.], tot_loss[loss=0.1625, over 1465531.13 frames. utt_duration=1272 frames, utt_pad_proportion=0.05143, over 4613.45 utterances.], batch size: 17, lr: 1.41e-03
2022-11-22 22:55:46,121 INFO [train.py:818] (0/4) Epoch 3, batch 3200, loss[loss=0.1334, over 7439.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007399, over 18.00 utterances.], tot_loss[loss=0.1641, over 1466405.17 frames. utt_duration=1241 frames, utt_pad_proportion=0.06055, over 4731.33 utterances.], batch size: 18, lr: 1.41e-03
2022-11-22 22:56:23,208 INFO [train.py:818] (0/4) Epoch 3, batch 3250, loss[loss=0.1671, over 7190.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.006281, over 19.00 utterances.], tot_loss[loss=0.1628, over 1465794.61 frames. utt_duration=1256 frames, utt_pad_proportion=0.05654, over 4672.81 utterances.], batch size: 19, lr: 1.41e-03
2022-11-22 22:56:58,497 INFO [train.py:818] (0/4) Epoch 3, batch 3300, loss[loss=0.1612, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006413, over 21.00 utterances.], tot_loss[loss=0.1622, over 1466015.68 frames. utt_duration=1270 frames, utt_pad_proportion=0.05164, over 4622.95 utterances.], batch size: 21, lr: 1.40e-03
2022-11-22 22:57:36,711 INFO [train.py:818] (0/4) Epoch 3, batch 3350, loss[loss=0.1297, over 7292.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008419, over 22.00 utterances.], tot_loss[loss=0.1607, over 1466608.95 frames. utt_duration=1276 frames, utt_pad_proportion=0.05153, over 4601.46 utterances.], batch size: 22, lr: 1.40e-03
2022-11-22 22:58:13,285 INFO [train.py:818] (0/4) Epoch 3, batch 3400, loss[loss=0.122, over 7287.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006335, over 20.00 utterances.], tot_loss[loss=0.1609, over 1465799.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.05819, over 4715.88 utterances.], batch size: 20, lr: 1.40e-03
2022-11-22 22:58:50,227 INFO [train.py:818] (0/4) Epoch 3, batch 3450, loss[loss=0.1431, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006489, over 22.00 utterances.], tot_loss[loss=0.1612, over 1467506.29 frames. utt_duration=1220 frames, utt_pad_proportion=0.06516, over 4815.67 utterances.], batch size: 22, lr: 1.40e-03
2022-11-22 22:59:26,407 INFO [train.py:818] (0/4) Epoch 3, batch 3500, loss[loss=0.1323, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005206, over 19.00 utterances.], tot_loss[loss=0.1621, over 1468367.15 frames. utt_duration=1220 frames, utt_pad_proportion=0.06423, over 4820.25 utterances.], batch size: 19, lr: 1.40e-03
2022-11-22 23:00:03,372 INFO [train.py:818] (0/4) Epoch 3, batch 3550, loss[loss=0.1594, over 7452.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006691, over 18.00 utterances.], tot_loss[loss=0.1624, over 1467192.80 frames. utt_duration=1232 frames, utt_pad_proportion=0.0635, over 4769.74 utterances.], batch size: 18, lr: 1.40e-03
2022-11-22 23:00:39,646 INFO [train.py:818] (0/4) Epoch 3, batch 3600, loss[loss=0.176, over 7261.00 frames. utt_duration=969.6 frames, utt_pad_proportion=0.06316, over 30.00 utterances.], tot_loss[loss=0.1629, over 1466272.00 frames. utt_duration=1221 frames, utt_pad_proportion=0.06384, over 4809.37 utterances.], batch size: 30, lr: 1.39e-03
2022-11-22 23:01:17,286 INFO [train.py:818] (0/4) Epoch 3, batch 3650, loss[loss=0.1216, over 7466.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01369, over 24.00 utterances.], tot_loss[loss=0.1621, over 1465684.76 frames. utt_duration=1242 frames, utt_pad_proportion=0.05761, over 4725.30 utterances.], batch size: 24, lr: 1.39e-03
2022-11-22 23:01:53,439 INFO [train.py:818] (0/4) Epoch 3, batch 3700, loss[loss=0.1225, over 7290.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01101, over 17.00 utterances.], tot_loss[loss=0.1604, over 1464419.64 frames. utt_duration=1252 frames, utt_pad_proportion=0.0562, over 4682.48 utterances.], batch size: 17, lr: 1.39e-03
2022-11-22 23:02:29,574 INFO [train.py:818] (0/4) Epoch 3, batch 3750, loss[loss=0.1863, over 7404.00 frames. utt_duration=781 frames, utt_pad_proportion=0.1115, over 38.00 utterances.], tot_loss[loss=0.1591, over 1464620.55 frames. utt_duration=1267 frames, utt_pad_proportion=0.05301, over 4627.57 utterances.], batch size: 38, lr: 1.39e-03
2022-11-22 23:03:06,035 INFO [train.py:818] (0/4) Epoch 3, batch 3800, loss[loss=0.1639, over 7366.00 frames. utt_duration=1404 frames, utt_pad_proportion=0.005497, over 21.00 utterances.], tot_loss[loss=0.1594, over 1463932.15 frames. utt_duration=1299 frames, utt_pad_proportion=0.04419, over 4511.99 utterances.], batch size: 21, lr: 1.39e-03
2022-11-22 23:03:42,313 INFO [train.py:818] (0/4) Epoch 3, batch 3850, loss[loss=0.1372, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006545, over 21.00 utterances.], tot_loss[loss=0.1594, over 1465499.82 frames. utt_duration=1279 frames, utt_pad_proportion=0.04902, over 4588.06 utterances.], batch size: 21, lr: 1.39e-03
2022-11-22 23:04:18,970 INFO [train.py:818] (0/4) Epoch 3, batch 3900, loss[loss=0.2232, over 7231.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02066, over 25.00 utterances.], tot_loss[loss=0.1598, over 1464853.66 frames. utt_duration=1279 frames, utt_pad_proportion=0.04748, over 4587.74 utterances.], batch size: 25, lr: 1.38e-03
2022-11-22 23:04:56,694 INFO [train.py:818] (0/4) Epoch 3, batch 3950, loss[loss=0.1385, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007358, over 22.00 utterances.], tot_loss[loss=0.1618, over 1464749.43 frames. utt_duration=1234 frames, utt_pad_proportion=0.0596, over 4754.64 utterances.], batch size: 22, lr: 1.38e-03
2022-11-22 23:05:32,740 INFO [train.py:818] (0/4) Epoch 3, batch 4000, loss[loss=0.1715, over 7339.00 frames. utt_duration=754.4 frames, utt_pad_proportion=0.1417, over 39.00 utterances.], tot_loss[loss=0.1605, over 1464460.63 frames. utt_duration=1236 frames, utt_pad_proportion=0.05947, over 4743.65 utterances.], batch size: 39, lr: 1.38e-03
2022-11-22 23:06:10,358 INFO [train.py:818] (0/4) Epoch 3, batch 4050, loss[loss=0.1496, over 7453.00 frames. utt_duration=747 frames, utt_pad_proportion=0.1323, over 40.00 utterances.], tot_loss[loss=0.1587, over 1464419.99 frames. utt_duration=1254 frames, utt_pad_proportion=0.05499, over 4677.47 utterances.], batch size: 40, lr: 1.38e-03
2022-11-22 23:06:46,526 INFO [train.py:818] (0/4) Epoch 3, batch 4100, loss[loss=0.17, over 7289.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.02827, over 16.00 utterances.], tot_loss[loss=0.1599, over 1464448.17 frames. utt_duration=1273 frames, utt_pad_proportion=0.05118, over 4608.66 utterances.], batch size: 16, lr: 1.38e-03
2022-11-22 23:07:21,871 INFO [train.py:818] (0/4) Epoch 3, batch 4150, loss[loss=0.1483, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006734, over 21.00 utterances.], tot_loss[loss=0.1613, over 1465568.68 frames. utt_duration=1281 frames, utt_pad_proportion=0.05236, over 4581.88 utterances.], batch size: 21, lr: 1.38e-03
2022-11-22 23:07:59,848 INFO [train.py:818] (0/4) Epoch 3, batch 4200, loss[loss=0.1139, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004762, over 20.00 utterances.], tot_loss[loss=0.1659, over 1465230.19 frames. utt_duration=1285 frames, utt_pad_proportion=0.05171, over 4565.43 utterances.], batch size: 20, lr: 1.38e-03
2022-11-22 23:08:36,338 INFO [train.py:818] (0/4) Epoch 3, batch 4250, loss[loss=0.2424, over 7299.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00791, over 22.00 utterances.], tot_loss[loss=0.1699, over 1464727.88 frames. utt_duration=1295 frames, utt_pad_proportion=0.04941, over 4531.04 utterances.], batch size: 22, lr: 1.37e-03
2022-11-22 23:09:12,762 INFO [train.py:818] (0/4) Epoch 3, batch 4300, loss[loss=0.1471, over 7241.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01458, over 24.00 utterances.], tot_loss[loss=0.1754, over 1465840.63 frames. utt_duration=1299 frames, utt_pad_proportion=0.04759, over 4520.01 utterances.], batch size: 24, lr: 1.37e-03
2022-11-22 23:09:50,167 INFO [train.py:818] (0/4) Epoch 3, batch 4350, loss[loss=0.1727, over 7320.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.005869, over 17.00 utterances.], tot_loss[loss=0.1803, over 1465472.04 frames. utt_duration=1279 frames, utt_pad_proportion=0.0519, over 4587.27 utterances.], batch size: 17, lr: 1.37e-03
2022-11-22 23:10:26,665 INFO [train.py:818] (0/4) Epoch 3, batch 4400, loss[loss=0.221, over 7240.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01475, over 24.00 utterances.], tot_loss[loss=0.1849, over 1466163.61 frames. utt_duration=1276 frames, utt_pad_proportion=0.04975, over 4600.58 utterances.], batch size: 24, lr: 1.37e-03
2022-11-22 23:11:04,792 INFO [train.py:818] (0/4) Epoch 3, batch 4450, loss[loss=0.1607, over 7282.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007051, over 21.00 utterances.], tot_loss[loss=0.1902, over 1466269.85 frames. utt_duration=1242 frames, utt_pad_proportion=0.05925, over 4726.80 utterances.], batch size: 21, lr: 1.37e-03
2022-11-22 23:11:43,123 INFO [train.py:818] (0/4) Epoch 3, batch 4500, loss[loss=0.1833, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006757, over 19.00 utterances.], tot_loss[loss=0.1921, over 1465901.53 frames. utt_duration=1258 frames, utt_pad_proportion=0.05656, over 4667.54 utterances.], batch size: 19, lr: 1.37e-03
2022-11-22 23:12:18,823 INFO [train.py:818] (0/4) Epoch 3, batch 4550, loss[loss=0.1833, over 7387.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006449, over 19.00 utterances.], tot_loss[loss=0.1952, over 1465539.58 frames. utt_duration=1254 frames, utt_pad_proportion=0.05778, over 4679.10 utterances.], batch size: 19, lr: 1.37e-03
2022-11-22 23:12:55,776 INFO [train.py:818] (0/4) Epoch 3, batch 4600, loss[loss=0.1888, over 7445.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01161, over 17.00 utterances.], tot_loss[loss=0.196, over 1465118.51 frames. utt_duration=1273 frames, utt_pad_proportion=0.05378, over 4607.53 utterances.], batch size: 17, lr: 1.36e-03
2022-11-22 23:13:33,657 INFO [train.py:818] (0/4) Epoch 3, batch 4650, loss[loss=0.1932, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009215, over 22.00 utterances.], tot_loss[loss=0.1988, over 1465494.38 frames. utt_duration=1274 frames, utt_pad_proportion=0.05369, over 4607.26 utterances.], batch size: 22, lr: 1.36e-03
2022-11-22 23:14:08,316 INFO [train.py:818] (0/4) Epoch 3, batch 4700, loss[loss=0.2443, over 7324.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.005427, over 18.00 utterances.], tot_loss[loss=0.2009, over 1465037.99 frames. utt_duration=1270 frames, utt_pad_proportion=0.05195, over 4618.75 utterances.], batch size: 18, lr: 1.36e-03
2022-11-22 23:14:44,924 INFO [train.py:818] (0/4) Epoch 3, batch 4750, loss[loss=0.2033, over 7295.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005177, over 20.00 utterances.], tot_loss[loss=0.1992, over 1464916.06 frames. utt_duration=1296 frames, utt_pad_proportion=0.04624, over 4526.34 utterances.], batch size: 20, lr: 1.36e-03
2022-11-22 23:15:20,954 INFO [train.py:818] (0/4) Epoch 3, batch 4800, loss[loss=0.1989, over 7390.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005813, over 20.00 utterances.], tot_loss[loss=0.2039, over 1465788.41 frames. utt_duration=1312 frames, utt_pad_proportion=0.04095, over 4473.89 utterances.], batch size: 20, lr: 1.36e-03
2022-11-22 23:15:56,776 INFO [train.py:818] (0/4) Epoch 3, batch 4850, loss[loss=0.2832, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005241, over 20.00 utterances.], tot_loss[loss=0.2048, over 1465446.58 frames. utt_duration=1320 frames, utt_pad_proportion=0.03987, over 4444.89 utterances.], batch size: 20, lr: 1.36e-03
2022-11-22 23:16:33,498 INFO [train.py:818] (0/4) Epoch 3, batch 4900, loss[loss=0.1699, over 7352.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007786, over 23.00 utterances.], tot_loss[loss=0.2037, over 1464927.44 frames. utt_duration=1303 frames, utt_pad_proportion=0.04154, over 4501.61 utterances.], batch size: 23, lr: 1.36e-03
2022-11-22 23:17:09,959 INFO [train.py:818] (0/4) Epoch 3, batch 4950, loss[loss=0.1861, over 7260.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03757, over 27.00 utterances.], tot_loss[loss=0.2021, over 1465348.11 frames. utt_duration=1288 frames, utt_pad_proportion=0.04698, over 4556.31 utterances.], batch size: 27, lr: 1.35e-03
2022-11-22 23:17:46,243 INFO [train.py:818] (0/4) Epoch 3, batch 5000, loss[loss=0.1711, over 7294.00 frames. utt_duration=1717 frames, utt_pad_proportion=0.01067, over 17.00 utterances.], tot_loss[loss=0.2027, over 1466056.39 frames. utt_duration=1266 frames, utt_pad_proportion=0.05239, over 4637.06 utterances.], batch size: 17, lr: 1.35e-03
2022-11-22 23:18:23,148 INFO [train.py:818] (0/4) Epoch 3, batch 5050, loss[loss=0.294, over 7471.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006114, over 21.00 utterances.], tot_loss[loss=0.2025, over 1465136.31 frames. utt_duration=1252 frames, utt_pad_proportion=0.05757, over 4686.60 utterances.], batch size: 21, lr: 1.35e-03
2022-11-22 23:18:59,191 INFO [train.py:818] (0/4) Epoch 3, batch 5100, loss[loss=0.2433, over 7252.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.05344, over 16.00 utterances.], tot_loss[loss=0.2022, over 1464973.45 frames. utt_duration=1256 frames, utt_pad_proportion=0.05458, over 4671.27 utterances.], batch size: 16, lr: 1.35e-03
2022-11-22 23:19:36,427 INFO [train.py:818] (0/4) Epoch 3, batch 5150, loss[loss=0.1728, over 7404.00 frames. utt_duration=956.9 frames, utt_pad_proportion=0.07546, over 31.00 utterances.], tot_loss[loss=0.2054, over 1465211.04 frames. utt_duration=1239 frames, utt_pad_proportion=0.05688, over 4736.26 utterances.], batch size: 31, lr: 1.35e-03
2022-11-22 23:20:14,082 INFO [train.py:818] (0/4) Epoch 3, batch 5200, loss[loss=0.1743, over 7374.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006359, over 20.00 utterances.], tot_loss[loss=0.2056, over 1464768.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.05745, over 4730.13 utterances.], batch size: 20, lr: 1.35e-03
2022-11-22 23:20:50,307 INFO [train.py:818] (0/4) Epoch 3, batch 5250, loss[loss=0.1727, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00672, over 18.00 utterances.], tot_loss[loss=0.2051, over 1465537.05 frames. utt_duration=1236 frames, utt_pad_proportion=0.05975, over 4747.67 utterances.], batch size: 18, lr: 1.35e-03
2022-11-22 23:21:26,600 INFO [train.py:818] (0/4) Epoch 3, batch 5300, loss[loss=0.1713, over 7482.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004453, over 21.00 utterances.], tot_loss[loss=0.2063, over 1466169.14 frames. utt_duration=1254 frames, utt_pad_proportion=0.05292, over 4683.11 utterances.], batch size: 21, lr: 1.34e-03
2022-11-22 23:22:04,769 INFO [train.py:818] (0/4) Epoch 3, batch 5350, loss[loss=0.253, over 7142.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.008047, over 17.00 utterances.], tot_loss[loss=0.206, over 1466432.04 frames. utt_duration=1249 frames, utt_pad_proportion=0.05895, over 4703.78 utterances.], batch size: 17, lr: 1.34e-03
2022-11-22 23:22:40,471 INFO [train.py:818] (0/4) Epoch 3, batch 5400, loss[loss=0.1355, over 7474.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.007958, over 17.00 utterances.], tot_loss[loss=0.2043, over 1465210.66 frames. utt_duration=1258 frames, utt_pad_proportion=0.05665, over 4663.64 utterances.], batch size: 17, lr: 1.34e-03
2022-11-22 23:23:17,705 INFO [train.py:818] (0/4) Epoch 3, batch 5450, loss[loss=0.1966, over 7342.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.0098, over 23.00 utterances.], tot_loss[loss=0.2015, over 1465346.73 frames. utt_duration=1273 frames, utt_pad_proportion=0.05328, over 4611.42 utterances.], batch size: 23, lr: 1.34e-03
2022-11-22 23:23:55,044 INFO [train.py:818] (0/4) Epoch 3, batch 5500, loss[loss=0.1891, over 7353.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008217, over 23.00 utterances.], tot_loss[loss=0.2027, over 1464879.64 frames. utt_duration=1262 frames, utt_pad_proportion=0.05637, over 4647.84 utterances.], batch size: 23, lr: 1.34e-03
2022-11-22 23:24:31,124 INFO [train.py:818] (0/4) Epoch 3, batch 5550, loss[loss=0.1364, over 7105.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005209, over 18.00 utterances.], tot_loss[loss=0.2013, over 1465252.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.06117, over 4727.18 utterances.], batch size: 18, lr: 1.34e-03
2022-11-22 23:25:09,696 INFO [train.py:818] (0/4) Epoch 3, batch 5600, loss[loss=0.1239, over 7285.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007383, over 19.00 utterances.], tot_loss[loss=0.2017, over 1465848.80 frames. utt_duration=1213 frames, utt_pad_proportion=0.07066, over 4840.19 utterances.], batch size: 19, lr: 1.34e-03
2022-11-22 23:25:45,798 INFO [train.py:818] (0/4) Epoch 3, batch 5650, loss[loss=0.1834, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005621, over 20.00 utterances.], tot_loss[loss=0.1992, over 1466622.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.06021, over 4682.93 utterances.], batch size: 20, lr: 1.33e-03
2022-11-22 23:26:22,499 INFO [train.py:818] (0/4) Epoch 3, batch 5700, loss[loss=0.1763, over 7391.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004842, over 20.00 utterances.], tot_loss[loss=0.202, over 1466935.23 frames. utt_duration=1227 frames, utt_pad_proportion=0.06693, over 4786.70 utterances.], batch size: 20, lr: 1.33e-03
2022-11-22 23:26:59,263 INFO [train.py:818] (0/4) Epoch 3, batch 5750, loss[loss=0.1797, over 7449.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01045, over 17.00 utterances.], tot_loss[loss=0.204, over 1465363.96 frames. utt_duration=1264 frames, utt_pad_proportion=0.05692, over 4643.78 utterances.], batch size: 17, lr: 1.33e-03
2022-11-22 23:27:36,360 INFO [train.py:818] (0/4) Epoch 3, batch 5800, loss[loss=0.1745, over 7168.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.008357, over 21.00 utterances.], tot_loss[loss=0.2037, over 1465137.64 frames. utt_duration=1252 frames, utt_pad_proportion=0.05858, over 4686.41 utterances.], batch size: 21, lr: 1.33e-03
2022-11-22 23:28:13,719 INFO [train.py:818] (0/4) Epoch 3, batch 5850, loss[loss=0.2638, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.0374, over 27.00 utterances.], tot_loss[loss=0.2045, over 1465403.23 frames. utt_duration=1252 frames, utt_pad_proportion=0.05562, over 4687.01 utterances.], batch size: 27, lr: 1.33e-03
2022-11-22 23:28:50,480 INFO [train.py:818] (0/4) Epoch 3, batch 5900, loss[loss=0.1784, over 7299.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03582, over 27.00 utterances.], tot_loss[loss=0.2043, over 1465864.64 frames. utt_duration=1219 frames, utt_pad_proportion=0.06327, over 4816.75 utterances.], batch size: 27, lr: 1.33e-03
2022-11-22 23:29:27,043 INFO [train.py:818] (0/4) Epoch 3, batch 5950, loss[loss=0.1992, over 7208.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.004862, over 18.00 utterances.], tot_loss[loss=0.2042, over 1465288.45 frames. utt_duration=1193 frames, utt_pad_proportion=0.07481, over 4917.77 utterances.], batch size: 18, lr: 1.33e-03
2022-11-22 23:30:03,931 INFO [train.py:818] (0/4) Epoch 3, batch 6000, loss[loss=0.2284, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007129, over 22.00 utterances.], tot_loss[loss=0.2023, over 1465475.02 frames. utt_duration=1199 frames, utt_pad_proportion=0.07396, over 4896.31 utterances.], batch size: 22, lr: 1.33e-03
2022-11-22 23:30:03,932 INFO [train.py:838] (0/4) Computing validation loss
2022-11-22 23:30:24,067 INFO [train.py:847] (0/4) Epoch 3, validation: loss=0.08522, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-22 23:31:00,640 INFO [train.py:818] (0/4) Epoch 3, batch 6050, loss[loss=0.1571, over 7452.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007157, over 18.00 utterances.], tot_loss[loss=0.1991, over 1464769.67 frames. utt_duration=1227 frames, utt_pad_proportion=0.06701, over 4781.97 utterances.], batch size: 18, lr: 1.32e-03
2022-11-22 23:31:37,917 INFO [train.py:818] (0/4) Epoch 3, batch 6100, loss[loss=0.2238, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009355, over 23.00 utterances.], tot_loss[loss=0.1986, over 1465338.16 frames. utt_duration=1238 frames, utt_pad_proportion=0.06375, over 4739.11 utterances.], batch size: 23, lr: 1.32e-03
2022-11-22 23:32:14,496 INFO [train.py:818] (0/4) Epoch 3, batch 6150, loss[loss=0.1978, over 7397.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004805, over 20.00 utterances.], tot_loss[loss=0.1983, over 1465442.14 frames. utt_duration=1241 frames, utt_pad_proportion=0.06115, over 4727.69 utterances.], batch size: 20, lr: 1.32e-03
2022-11-22 23:32:49,633 INFO [train.py:818] (0/4) Epoch 3, batch 6200, loss[loss=0.1913, over 7304.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006993, over 22.00 utterances.], tot_loss[loss=0.1969, over 1463573.47 frames. utt_duration=1246 frames, utt_pad_proportion=0.05822, over 4703.76 utterances.], batch size: 22, lr: 1.32e-03
2022-11-22 23:32:58,455 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-24000.pt
2022-11-22 23:33:38,956 INFO [train.py:818] (0/4) Epoch 3, batch 6250, loss[loss=0.188, over 7292.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006838, over 19.00 utterances.], tot_loss[loss=0.1971, over 1463795.45 frames. utt_duration=1248 frames, utt_pad_proportion=0.05817, over 4697.29 utterances.], batch size: 19, lr: 1.32e-03
2022-11-22 23:34:15,695 INFO [train.py:818] (0/4) Epoch 3, batch 6300, loss[loss=0.1926, over 7308.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009547, over 18.00 utterances.], tot_loss[loss=0.1992, over 1465401.09 frames. utt_duration=1232 frames, utt_pad_proportion=0.06737, over 4764.25 utterances.], batch size: 18, lr: 1.32e-03
2022-11-22 23:34:52,879 INFO [train.py:818] (0/4) Epoch 3, batch 6350, loss[loss=0.2294, over 7272.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.07102, over 16.00 utterances.], tot_loss[loss=0.2006, over 1466292.99 frames. utt_duration=1185 frames, utt_pad_proportion=0.08176, over 4956.21 utterances.], batch size: 16, lr: 1.32e-03
2022-11-22 23:35:29,597 INFO [train.py:818] (0/4) Epoch 3, batch 6400, loss[loss=0.1421, over 7430.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009259, over 18.00 utterances.], tot_loss[loss=0.2025, over 1466637.70 frames. utt_duration=1200 frames, utt_pad_proportion=0.07634, over 4892.96 utterances.], batch size: 18, lr: 1.31e-03
2022-11-22 23:36:05,646 INFO [train.py:818] (0/4) Epoch 3, batch 6450, loss[loss=0.2399, over 7464.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01545, over 24.00 utterances.], tot_loss[loss=0.2006, over 1466140.14 frames. utt_duration=1200 frames, utt_pad_proportion=0.07315, over 4892.33 utterances.], batch size: 24, lr: 1.31e-03
2022-11-22 23:36:41,448 INFO [train.py:818] (0/4) Epoch 3, batch 6500, loss[loss=0.1965, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.004715, over 21.00 utterances.], tot_loss[loss=0.1992, over 1465364.84 frames. utt_duration=1228 frames, utt_pad_proportion=0.06615, over 4780.20 utterances.], batch size: 21, lr: 1.31e-03
2022-11-22 23:37:19,320 INFO [train.py:818] (0/4) Epoch 3, batch 6550, loss[loss=0.2087, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006121, over 21.00 utterances.], tot_loss[loss=0.1988, over 1467481.69 frames. utt_duration=1212 frames, utt_pad_proportion=0.06867, over 4848.23 utterances.], batch size: 21, lr: 1.31e-03
2022-11-22 23:37:56,143 INFO [train.py:818] (0/4) Epoch 3, batch 6600, loss[loss=0.1666, over 7310.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009177, over 17.00 utterances.], tot_loss[loss=0.2, over 1468312.48 frames. utt_duration=1207 frames, utt_pad_proportion=0.07061, over 4873.00 utterances.], batch size: 17, lr: 1.31e-03
2022-11-22 23:38:34,448 INFO [train.py:818] (0/4) Epoch 3, batch 6650, loss[loss=0.1652, over 7196.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005146, over 19.00 utterances.], tot_loss[loss=0.1974, over 1467397.68 frames. utt_duration=1227 frames, utt_pad_proportion=0.06404, over 4791.39 utterances.], batch size: 19, lr: 1.31e-03
2022-11-22 23:39:10,391 INFO [train.py:818] (0/4) Epoch 3, batch 6700, loss[loss=0.2051, over 7449.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007161, over 18.00 utterances.], tot_loss[loss=0.1972, over 1468108.02 frames. utt_duration=1230 frames, utt_pad_proportion=0.06056, over 4781.31 utterances.], batch size: 18, lr: 1.31e-03
2022-11-22 23:39:46,720 INFO [train.py:818] (0/4) Epoch 3, batch 6750, loss[loss=0.2288, over 7356.00 frames. utt_duration=737.2 frames, utt_pad_proportion=0.1555, over 40.00 utterances.], tot_loss[loss=0.1959, over 1467597.09 frames. utt_duration=1229 frames, utt_pad_proportion=0.06259, over 4783.69 utterances.], batch size: 40, lr: 1.31e-03
2022-11-22 23:40:24,729 INFO [train.py:818] (0/4) Epoch 3, batch 6800, loss[loss=0.1724, over 7187.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007552, over 18.00 utterances.], tot_loss[loss=0.1941, over 1466685.32 frames. utt_duration=1243 frames, utt_pad_proportion=0.0557, over 4727.14 utterances.], batch size: 18, lr: 1.30e-03
2022-11-22 23:41:01,843 INFO [train.py:818] (0/4) Epoch 3, batch 6850, loss[loss=0.138, over 7257.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.05202, over 16.00 utterances.], tot_loss[loss=0.194, over 1465872.56 frames. utt_duration=1253 frames, utt_pad_proportion=0.05363, over 4686.57 utterances.], batch size: 16, lr: 1.30e-03
2022-11-22 23:41:38,458 INFO [train.py:818] (0/4) Epoch 3, batch 6900, loss[loss=0.1856, over 7473.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007001, over 20.00 utterances.], tot_loss[loss=0.195, over 1466269.05 frames. utt_duration=1240 frames, utt_pad_proportion=0.05764, over 4736.91 utterances.], batch size: 20, lr: 1.30e-03
2022-11-22 23:42:16,410 INFO [train.py:818] (0/4) Epoch 3, batch 6950, loss[loss=0.1589, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005103, over 19.00 utterances.], tot_loss[loss=0.1956, over 1467126.57 frames. utt_duration=1217 frames, utt_pad_proportion=0.06806, over 4827.31 utterances.], batch size: 19, lr: 1.30e-03
2022-11-22 23:42:52,930 INFO [train.py:818] (0/4) Epoch 3, batch 7000, loss[loss=0.251, over 7464.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01372, over 24.00 utterances.], tot_loss[loss=0.1954, over 1467188.56 frames. utt_duration=1231 frames, utt_pad_proportion=0.06146, over 4774.43 utterances.], batch size: 24, lr: 1.30e-03
2022-11-22 23:43:29,552 INFO [train.py:818] (0/4) Epoch 3, batch 7050, loss[loss=0.2043, over 7341.00 frames. utt_duration=754.4 frames, utt_pad_proportion=0.1289, over 39.00 utterances.], tot_loss[loss=0.1942, over 1466111.36 frames. utt_duration=1222 frames, utt_pad_proportion=0.06604, over 4806.47 utterances.], batch size: 39, lr: 1.30e-03
2022-11-22 23:44:06,816 INFO [train.py:818] (0/4) Epoch 3, batch 7100, loss[loss=0.1878, over 7315.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006445, over 22.00 utterances.], tot_loss[loss=0.1927, over 1465152.60 frames. utt_duration=1220 frames, utt_pad_proportion=0.06777, over 4811.07 utterances.], batch size: 22, lr: 1.30e-03
2022-11-22 23:44:43,207 INFO [train.py:818] (0/4) Epoch 3, batch 7150, loss[loss=0.1745, over 7363.00 frames. utt_duration=756.6 frames, utt_pad_proportion=0.1333, over 39.00 utterances.], tot_loss[loss=0.1929, over 1465607.38 frames. utt_duration=1211 frames, utt_pad_proportion=0.06823, over 4848.30 utterances.], batch size: 39, lr: 1.30e-03
2022-11-22 23:45:21,947 INFO [train.py:818] (0/4) Epoch 3, batch 7200, loss[loss=0.2089, over 7476.00 frames. utt_duration=966.1 frames, utt_pad_proportion=0.06298, over 31.00 utterances.], tot_loss[loss=0.193, over 1465847.14 frames. utt_duration=1211 frames, utt_pad_proportion=0.06876, over 4847.61 utterances.], batch size: 31, lr: 1.29e-03
2022-11-22 23:45:58,910 INFO [train.py:818] (0/4) Epoch 3, batch 7250, loss[loss=0.2128, over 7246.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.0104, over 24.00 utterances.], tot_loss[loss=0.1944, over 1465426.04 frames. utt_duration=1225 frames, utt_pad_proportion=0.06657, over 4791.65 utterances.], batch size: 24, lr: 1.29e-03
2022-11-22 23:46:35,960 INFO [train.py:818] (0/4) Epoch 3, batch 7300, loss[loss=0.1965, over 7228.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01642, over 24.00 utterances.], tot_loss[loss=0.1956, over 1464928.16 frames. utt_duration=1215 frames, utt_pad_proportion=0.06691, over 4827.72 utterances.], batch size: 24, lr: 1.29e-03
2022-11-22 23:47:14,313 INFO [train.py:818] (0/4) Epoch 3, batch 7350, loss[loss=0.1524, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005906, over 20.00 utterances.], tot_loss[loss=0.1941, over 1465021.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.07013, over 4792.13 utterances.], batch size: 20, lr: 1.29e-03
2022-11-22 23:47:51,668 INFO [train.py:818] (0/4) Epoch 3, batch 7400, loss[loss=0.1359, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009257, over 17.00 utterances.], tot_loss[loss=0.1951, over 1466523.47 frames. utt_duration=1211 frames, utt_pad_proportion=0.07278, over 4849.35 utterances.], batch size: 17, lr: 1.29e-03
2022-11-22 23:48:29,173 INFO [train.py:818] (0/4) Epoch 3, batch 7450, loss[loss=0.2167, over 7441.00 frames. utt_duration=764.6 frames, utt_pad_proportion=0.1311, over 39.00 utterances.], tot_loss[loss=0.1968, over 1467097.94 frames. utt_duration=1199 frames, utt_pad_proportion=0.07447, over 4899.99 utterances.], batch size: 39, lr: 1.29e-03
2022-11-22 23:49:06,482 INFO [train.py:818] (0/4) Epoch 3, batch 7500, loss[loss=0.1695, over 7397.00 frames. utt_duration=760 frames, utt_pad_proportion=0.1344, over 39.00 utterances.], tot_loss[loss=0.1962, over 1466882.29 frames. utt_duration=1219 frames, utt_pad_proportion=0.0656, over 4820.38 utterances.], batch size: 39, lr: 1.29e-03
2022-11-22 23:49:43,060 INFO [train.py:818] (0/4) Epoch 3, batch 7550, loss[loss=0.2009, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005381, over 21.00 utterances.], tot_loss[loss=0.1949, over 1467389.09 frames. utt_duration=1209 frames, utt_pad_proportion=0.07123, over 4859.54 utterances.], batch size: 21, lr: 1.29e-03
2022-11-22 23:50:20,932 INFO [train.py:818] (0/4) Epoch 3, batch 7600, loss[loss=0.1332, over 7288.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.006063, over 21.00 utterances.], tot_loss[loss=0.1937, over 1466368.99 frames. utt_duration=1204 frames, utt_pad_proportion=0.0709, over 4877.09 utterances.], batch size: 21, lr: 1.28e-03
2022-11-22 23:50:58,211 INFO [train.py:818] (0/4) Epoch 3, batch 7650, loss[loss=0.1707, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008776, over 17.00 utterances.], tot_loss[loss=0.1946, over 1466419.14 frames. utt_duration=1208 frames, utt_pad_proportion=0.06717, over 4862.66 utterances.], batch size: 17, lr: 1.28e-03
2022-11-22 23:51:34,312 INFO [train.py:818] (0/4) Epoch 3, batch 7700, loss[loss=0.1706, over 7293.00 frames. utt_duration=1825 frames, utt_pad_proportion=0.03561, over 16.00 utterances.], tot_loss[loss=0.1956, over 1467421.34 frames. utt_duration=1197 frames, utt_pad_proportion=0.07342, over 4908.61 utterances.], batch size: 16, lr: 1.28e-03
2022-11-22 23:52:12,734 INFO [train.py:818] (0/4) Epoch 3, batch 7750, loss[loss=0.1389, over 7314.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.006716, over 18.00 utterances.], tot_loss[loss=0.1934, over 1465918.09 frames. utt_duration=1221 frames, utt_pad_proportion=0.06842, over 4806.43 utterances.], batch size: 18, lr: 1.28e-03
2022-11-22 23:52:49,694 INFO [train.py:818] (0/4) Epoch 3, batch 7800, loss[loss=0.2318, over 7185.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.007143, over 18.00 utterances.], tot_loss[loss=0.1932, over 1466313.11 frames. utt_duration=1233 frames, utt_pad_proportion=0.0633, over 4764.23 utterances.], batch size: 18, lr: 1.28e-03
2022-11-22 23:53:26,627 INFO [train.py:818] (0/4) Epoch 3, batch 7850, loss[loss=0.1905, over 7469.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006114, over 21.00 utterances.], tot_loss[loss=0.1934, over 1466484.01 frames. utt_duration=1226 frames, utt_pad_proportion=0.06262, over 4788.61 utterances.], batch size: 21, lr: 1.28e-03
2022-11-22 23:54:04,676 INFO [train.py:818] (0/4) Epoch 3, batch 7900, loss[loss=0.2052, over 7377.00 frames. utt_duration=435.4 frames, utt_pad_proportion=0.3175, over 68.00 utterances.], tot_loss[loss=0.1958, over 1466601.83 frames. utt_duration=1181 frames, utt_pad_proportion=0.0757, over 4973.45 utterances.], batch size: 68, lr: 1.28e-03
2022-11-22 23:54:41,217 INFO [train.py:818] (0/4) Epoch 3, batch 7950, loss[loss=0.1383, over 7441.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01158, over 17.00 utterances.], tot_loss[loss=0.1954, over 1467418.46 frames. utt_duration=1186 frames, utt_pad_proportion=0.07428, over 4953.72 utterances.], batch size: 17, lr: 1.28e-03
2022-11-22 23:55:17,017 INFO [train.py:818] (0/4) Epoch 3, batch 8000, loss[loss=0.2322, over 7216.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02361, over 25.00 utterances.], tot_loss[loss=0.1937, over 1466273.11 frames. utt_duration=1217 frames, utt_pad_proportion=0.06479, over 4824.80 utterances.], batch size: 25, lr: 1.27e-03
2022-11-22 23:55:56,002 INFO [train.py:818] (0/4) Epoch 3, batch 8050, loss[loss=0.2392, over 7470.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.06573, over 31.00 utterances.], tot_loss[loss=0.1952, over 1466614.98 frames. utt_duration=1180 frames, utt_pad_proportion=0.07455, over 4979.58 utterances.], batch size: 31, lr: 1.27e-03
2022-11-22 23:56:32,351 INFO [train.py:818] (0/4) Epoch 3, batch 8100, loss[loss=0.1684, over 7240.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01415, over 24.00 utterances.], tot_loss[loss=0.1915, over 1465759.23 frames. utt_duration=1196 frames, utt_pad_proportion=0.07169, over 4907.66 utterances.], batch size: 24, lr: 1.27e-03
2022-11-22 23:57:10,135 INFO [train.py:818] (0/4) Epoch 3, batch 8150, loss[loss=0.1315, over 7438.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008027, over 18.00 utterances.], tot_loss[loss=0.1925, over 1465158.17 frames. utt_duration=1198 frames, utt_pad_proportion=0.07398, over 4898.61 utterances.], batch size: 18, lr: 1.27e-03
2022-11-22 23:57:47,139 INFO [train.py:818] (0/4) Epoch 3, batch 8200, loss[loss=0.1545, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.006421, over 17.00 utterances.], tot_loss[loss=0.1936, over 1465195.43 frames. utt_duration=1194 frames, utt_pad_proportion=0.07566, over 4913.29 utterances.], batch size: 17, lr: 1.27e-03
2022-11-22 23:58:24,748 INFO [train.py:818] (0/4) Epoch 3, batch 8250, loss[loss=0.1427, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.007889, over 17.00 utterances.], tot_loss[loss=0.1946, over 1465031.80 frames. utt_duration=1213 frames, utt_pad_proportion=0.06954, over 4837.56 utterances.], batch size: 17, lr: 1.27e-03
2022-11-22 23:59:02,520 INFO [train.py:818] (0/4) Epoch 3, batch 8300, loss[loss=0.1418, over 7217.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.0167, over 24.00 utterances.], tot_loss[loss=0.1939, over 1466140.81 frames. utt_duration=1203 frames, utt_pad_proportion=0.07096, over 4882.45 utterances.], batch size: 24, lr: 1.27e-03
2022-11-22 23:59:39,474 INFO [train.py:818] (0/4) Epoch 3, batch 8350, loss[loss=0.1564, over 7419.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006221, over 22.00 utterances.], tot_loss[loss=0.1931, over 1467650.86 frames. utt_duration=1194 frames, utt_pad_proportion=0.07485, over 4923.17 utterances.], batch size: 22, lr: 1.27e-03
2022-11-23 00:00:16,031 INFO [train.py:818] (0/4) Epoch 3, batch 8400, loss[loss=0.2034, over 7390.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00588, over 20.00 utterances.], tot_loss[loss=0.1949, over 1468217.45 frames. utt_duration=1172 frames, utt_pad_proportion=0.08326, over 5017.79 utterances.], batch size: 20, lr: 1.27e-03
2022-11-23 00:00:54,102 INFO [train.py:818] (0/4) Epoch 3, batch 8450, loss[loss=0.3093, over 7468.00 frames. utt_duration=410.7 frames, utt_pad_proportion=0.3603, over 73.00 utterances.], tot_loss[loss=0.1959, over 1468117.29 frames. utt_duration=1161 frames, utt_pad_proportion=0.09059, over 5065.59 utterances.], batch size: 73, lr: 1.26e-03
2022-11-23 00:01:30,104 INFO [train.py:818] (0/4) Epoch 3, batch 8500, loss[loss=0.1328, over 7303.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008176, over 17.00 utterances.], tot_loss[loss=0.1952, over 1467217.06 frames. utt_duration=1168 frames, utt_pad_proportion=0.08816, over 5030.78 utterances.], batch size: 17, lr: 1.26e-03
2022-11-23 00:02:06,536 INFO [train.py:818] (0/4) Epoch 3, batch 8550, loss[loss=0.1731, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006989, over 19.00 utterances.], tot_loss[loss=0.1932, over 1467439.05 frames. utt_duration=1195 frames, utt_pad_proportion=0.07876, over 4916.08 utterances.], batch size: 19, lr: 1.26e-03
2022-11-23 00:02:45,174 INFO [train.py:818] (0/4) Epoch 3, batch 8600, loss[loss=0.1771, over 7483.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005607, over 20.00 utterances.], tot_loss[loss=0.1941, over 1467835.13 frames. utt_duration=1180 frames, utt_pad_proportion=0.08611, over 4982.42 utterances.], batch size: 20, lr: 1.26e-03
2022-11-23 00:03:21,194 INFO [train.py:818] (0/4) Epoch 3, batch 8650, loss[loss=0.1744, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.004574, over 19.00 utterances.], tot_loss[loss=0.1915, over 1467400.67 frames. utt_duration=1199 frames, utt_pad_proportion=0.07759, over 4899.73 utterances.], batch size: 19, lr: 1.26e-03
2022-11-23 00:03:57,631 INFO [train.py:818] (0/4) Epoch 3, batch 8700, loss[loss=0.1908, over 7262.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03945, over 27.00 utterances.], tot_loss[loss=0.1926, over 1467074.05 frames. utt_duration=1168 frames, utt_pad_proportion=0.08673, over 5032.48 utterances.], batch size: 27, lr: 1.26e-03
2022-11-23 00:04:33,977 INFO [train.py:818] (0/4) Epoch 3, batch 8750, loss[loss=0.1561, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00596, over 20.00 utterances.], tot_loss[loss=0.1926, over 1467301.43 frames. utt_duration=1170 frames, utt_pad_proportion=0.08269, over 5023.49 utterances.], batch size: 20, lr: 1.26e-03
2022-11-23 00:05:10,292 INFO [train.py:818] (0/4) Epoch 3, batch 8800, loss[loss=0.1635, over 7307.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009045, over 18.00 utterances.], tot_loss[loss=0.1931, over 1467094.13 frames. utt_duration=1156 frames, utt_pad_proportion=0.08759, over 5084.12 utterances.], batch size: 18, lr: 1.26e-03
2022-11-23 00:05:46,486 INFO [train.py:818] (0/4) Epoch 3, batch 8850, loss[loss=0.1872, over 7166.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.007264, over 22.00 utterances.], tot_loss[loss=0.1921, over 1467068.40 frames. utt_duration=1175 frames, utt_pad_proportion=0.0832, over 5002.26 utterances.], batch size: 22, lr: 1.26e-03
2022-11-23 00:06:26,016 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-3.pt
2022-11-23 00:07:08,633 INFO [train.py:818] (0/4) Epoch 4, batch 0, loss[loss=0.1619, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008857, over 23.00 utterances.], tot_loss[loss=0.1619, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008857, over 23.00 utterances.], batch size: 23, lr: 1.22e-03
2022-11-23 00:07:45,000 INFO [train.py:818] (0/4) Epoch 4, batch 50, loss[loss=0.1631, over 7338.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.008338, over 23.00 utterances.], tot_loss[loss=0.1544, over 330718.35 frames. utt_duration=1249 frames, utt_pad_proportion=0.05617, over 1059.99 utterances.], batch size: 23, lr: 1.22e-03
2022-11-23 00:08:22,260 INFO [train.py:818] (0/4) Epoch 4, batch 100, loss[loss=0.1336, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005888, over 20.00 utterances.], tot_loss[loss=0.1511, over 582766.59 frames. utt_duration=1269 frames, utt_pad_proportion=0.05091, over 1839.14 utterances.], batch size: 20, lr: 1.22e-03
2022-11-23 00:08:59,014 INFO [train.py:818] (0/4) Epoch 4, batch 150, loss[loss=0.1232, over 7446.00 frames. utt_duration=765.2 frames, utt_pad_proportion=0.1295, over 39.00 utterances.], tot_loss[loss=0.1515, over 778626.25 frames. utt_duration=1240 frames, utt_pad_proportion=0.05813, over 2514.95 utterances.], batch size: 39, lr: 1.21e-03
2022-11-23 00:09:33,868 INFO [train.py:818] (0/4) Epoch 4, batch 200, loss[loss=0.1235, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006569, over 20.00 utterances.], tot_loss[loss=0.1481, over 930055.47 frames. utt_duration=1300 frames, utt_pad_proportion=0.04493, over 2865.11 utterances.], batch size: 20, lr: 1.21e-03
2022-11-23 00:10:10,656 INFO [train.py:818] (0/4) Epoch 4, batch 250, loss[loss=0.1434, over 7338.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01, over 23.00 utterances.], tot_loss[loss=0.1474, over 1048406.50 frames. utt_duration=1320 frames, utt_pad_proportion=0.0378, over 3181.04 utterances.], batch size: 23, lr: 1.21e-03
2022-11-23 00:10:47,473 INFO [train.py:818] (0/4) Epoch 4, batch 300, loss[loss=0.1381, over 7190.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.007277, over 19.00 utterances.], tot_loss[loss=0.1457, over 1139880.11 frames. utt_duration=1315 frames, utt_pad_proportion=0.04015, over 3470.29 utterances.], batch size: 19, lr: 1.21e-03
2022-11-23 00:11:23,190 INFO [train.py:818] (0/4) Epoch 4, batch 350, loss[loss=0.1851, over 7486.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004154, over 21.00 utterances.], tot_loss[loss=0.1467, over 1211072.47 frames. utt_duration=1327 frames, utt_pad_proportion=0.03842, over 3654.05 utterances.], batch size: 21, lr: 1.21e-03
2022-11-23 00:12:01,238 INFO [train.py:818] (0/4) Epoch 4, batch 400, loss[loss=0.1262, over 7434.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.00866, over 18.00 utterances.], tot_loss[loss=0.1445, over 1268624.59 frames. utt_duration=1323 frames, utt_pad_proportion=0.04306, over 3838.91 utterances.], batch size: 18, lr: 1.21e-03
2022-11-23 00:12:37,253 INFO [train.py:818] (0/4) Epoch 4, batch 450, loss[loss=0.1254, over 7485.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02129, over 26.00 utterances.], tot_loss[loss=0.1444, over 1312060.58 frames. utt_duration=1298 frames, utt_pad_proportion=0.0465, over 4048.00 utterances.], batch size: 26, lr: 1.21e-03
2022-11-23 00:13:13,534 INFO [train.py:818] (0/4) Epoch 4, batch 500, loss[loss=0.09713, over 7449.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01003, over 17.00 utterances.], tot_loss[loss=0.145, over 1347024.90 frames. utt_duration=1290 frames, utt_pad_proportion=0.0476, over 4182.54 utterances.], batch size: 17, lr: 1.21e-03
2022-11-23 00:13:49,804 INFO [train.py:818] (0/4) Epoch 4, batch 550, loss[loss=0.1491, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005218, over 21.00 utterances.], tot_loss[loss=0.1433, over 1373558.84 frames. utt_duration=1290 frames, utt_pad_proportion=0.04848, over 4264.12 utterances.], batch size: 21, lr: 1.21e-03
2022-11-23 00:14:24,821 INFO [train.py:818] (0/4) Epoch 4, batch 600, loss[loss=0.1393, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006203, over 18.00 utterances.], tot_loss[loss=0.1419, over 1393974.60 frames. utt_duration=1296 frames, utt_pad_proportion=0.0445, over 4306.00 utterances.], batch size: 18, lr: 1.20e-03
2022-11-23 00:15:02,324 INFO [train.py:818] (0/4) Epoch 4, batch 650, loss[loss=0.1597, over 7412.00 frames. utt_duration=957.8 frames, utt_pad_proportion=0.07189, over 31.00 utterances.], tot_loss[loss=0.1416, over 1409409.53 frames. utt_duration=1309 frames, utt_pad_proportion=0.03888, over 4310.13 utterances.], batch size: 31, lr: 1.20e-03
2022-11-23 00:15:38,394 INFO [train.py:818] (0/4) Epoch 4, batch 700, loss[loss=0.1576, over 7247.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01272, over 24.00 utterances.], tot_loss[loss=0.1427, over 1421520.73 frames. utt_duration=1278 frames, utt_pad_proportion=0.04851, over 4455.42 utterances.], batch size: 24, lr: 1.20e-03
2022-11-23 00:16:15,076 INFO [train.py:818] (0/4) Epoch 4, batch 750, loss[loss=0.1396, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006459, over 19.00 utterances.], tot_loss[loss=0.142, over 1431485.07 frames. utt_duration=1288 frames, utt_pad_proportion=0.04567, over 4449.84 utterances.], batch size: 19, lr: 1.20e-03
2022-11-23 00:16:52,118 INFO [train.py:818] (0/4) Epoch 4, batch 800, loss[loss=0.1866, over 7487.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01137, over 24.00 utterances.], tot_loss[loss=0.1429, over 1438938.70 frames. utt_duration=1304 frames, utt_pad_proportion=0.04221, over 4419.43 utterances.], batch size: 24, lr: 1.20e-03
2022-11-23 00:17:28,659 INFO [train.py:818] (0/4) Epoch 4, batch 850, loss[loss=0.1485, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006561, over 21.00 utterances.], tot_loss[loss=0.1423, over 1444557.05 frames. utt_duration=1309 frames, utt_pad_proportion=0.04496, over 4420.60 utterances.], batch size: 21, lr: 1.20e-03
2022-11-23 00:18:04,157 INFO [train.py:818] (0/4) Epoch 4, batch 900, loss[loss=0.1899, over 7231.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0157, over 24.00 utterances.], tot_loss[loss=0.1432, over 1449674.61 frames. utt_duration=1309 frames, utt_pad_proportion=0.04418, over 4434.89 utterances.], batch size: 24, lr: 1.20e-03
2022-11-23 00:18:41,281 INFO [train.py:818] (0/4) Epoch 4, batch 950, loss[loss=0.1724, over 7380.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.006755, over 19.00 utterances.], tot_loss[loss=0.1435, over 1452062.41 frames. utt_duration=1331 frames, utt_pad_proportion=0.03867, over 4369.50 utterances.], batch size: 19, lr: 1.20e-03
2022-11-23 00:19:18,204 INFO [train.py:818] (0/4) Epoch 4, batch 1000, loss[loss=0.1477, over 7329.00 frames. utt_duration=1726 frames, utt_pad_proportion=0.006367, over 17.00 utterances.], tot_loss[loss=0.1434, over 1455420.43 frames. utt_duration=1311 frames, utt_pad_proportion=0.04684, over 4445.32 utterances.], batch size: 17, lr: 1.20e-03
2022-11-23 00:19:54,188 INFO [train.py:818] (0/4) Epoch 4, batch 1050, loss[loss=0.1592, over 7424.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006417, over 22.00 utterances.], tot_loss[loss=0.1449, over 1457519.51 frames. utt_duration=1320 frames, utt_pad_proportion=0.04089, over 4420.23 utterances.], batch size: 22, lr: 1.20e-03
2022-11-23 00:20:31,827 INFO [train.py:818] (0/4) Epoch 4, batch 1100, loss[loss=0.1801, over 7318.00 frames. utt_duration=1831 frames, utt_pad_proportion=0.03743, over 16.00 utterances.], tot_loss[loss=0.1465, over 1459321.78 frames. utt_duration=1310 frames, utt_pad_proportion=0.04448, over 4460.90 utterances.], batch size: 16, lr: 1.19e-03
2022-11-23 00:21:08,130 INFO [train.py:818] (0/4) Epoch 4, batch 1150, loss[loss=0.13, over 7303.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006925, over 22.00 utterances.], tot_loss[loss=0.1477, over 1460336.01 frames. utt_duration=1298 frames, utt_pad_proportion=0.04745, over 4506.06 utterances.], batch size: 22, lr: 1.19e-03
2022-11-23 00:21:44,097 INFO [train.py:818] (0/4) Epoch 4, batch 1200, loss[loss=0.1817, over 7354.00 frames. utt_duration=775.7 frames, utt_pad_proportion=0.1185, over 38.00 utterances.], tot_loss[loss=0.1488, over 1462418.26 frames. utt_duration=1291 frames, utt_pad_proportion=0.05117, over 4535.82 utterances.], batch size: 38, lr: 1.19e-03
2022-11-23 00:22:21,456 INFO [train.py:818] (0/4) Epoch 4, batch 1250, loss[loss=0.2137, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01078, over 17.00 utterances.], tot_loss[loss=0.1516, over 1463840.32 frames. utt_duration=1277 frames, utt_pad_proportion=0.05307, over 4590.75 utterances.], batch size: 17, lr: 1.19e-03
2022-11-23 00:22:56,670 INFO [train.py:818] (0/4) Epoch 4, batch 1300, loss[loss=0.147, over 7222.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01759, over 24.00 utterances.], tot_loss[loss=0.1502, over 1463958.17 frames. utt_duration=1297 frames, utt_pad_proportion=0.04902, over 4519.18 utterances.], batch size: 24, lr: 1.19e-03
2022-11-23 00:23:31,771 INFO [train.py:818] (0/4) Epoch 4, batch 1350, loss[loss=0.1038, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009988, over 17.00 utterances.], tot_loss[loss=0.1497, over 1463446.39 frames. utt_duration=1289 frames, utt_pad_proportion=0.05116, over 4545.27 utterances.], batch size: 17, lr: 1.19e-03
2022-11-23 00:24:09,606 INFO [train.py:818] (0/4) Epoch 4, batch 1400, loss[loss=0.1152, over 7491.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006525, over 19.00 utterances.], tot_loss[loss=0.1501, over 1464780.87 frames. utt_duration=1258 frames, utt_pad_proportion=0.06083, over 4663.72 utterances.], batch size: 19, lr: 1.19e-03
2022-11-23 00:24:46,166 INFO [train.py:818] (0/4) Epoch 4, batch 1450, loss[loss=0.1771, over 7356.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008312, over 23.00 utterances.], tot_loss[loss=0.1497, over 1464754.51 frames. utt_duration=1278 frames, utt_pad_proportion=0.0527, over 4591.42 utterances.], batch size: 23, lr: 1.19e-03
2022-11-23 00:25:23,092 INFO [train.py:818] (0/4) Epoch 4, batch 1500, loss[loss=0.1159, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005345, over 20.00 utterances.], tot_loss[loss=0.1503, over 1464931.39 frames. utt_duration=1274 frames, utt_pad_proportion=0.0539, over 4605.64 utterances.], batch size: 20, lr: 1.19e-03
2022-11-23 00:26:00,210 INFO [train.py:818] (0/4) Epoch 4, batch 1550, loss[loss=0.1854, over 7461.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.007277, over 21.00 utterances.], tot_loss[loss=0.1504, over 1465406.68 frames. utt_duration=1279 frames, utt_pad_proportion=0.05084, over 4588.63 utterances.], batch size: 21, lr: 1.18e-03
2022-11-23 00:26:36,482 INFO [train.py:818] (0/4) Epoch 4, batch 1600, loss[loss=0.165, over 7243.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.0202, over 25.00 utterances.], tot_loss[loss=0.1497, over 1464206.79 frames. utt_duration=1272 frames, utt_pad_proportion=0.05089, over 4611.30 utterances.], batch size: 25, lr: 1.18e-03
2022-11-23 00:27:13,849 INFO [train.py:818] (0/4) Epoch 4, batch 1650, loss[loss=0.12, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00671, over 21.00 utterances.], tot_loss[loss=0.1484, over 1465868.23 frames. utt_duration=1264 frames, utt_pad_proportion=0.05503, over 4645.47 utterances.], batch size: 21, lr: 1.18e-03
2022-11-23 00:27:50,238 INFO [train.py:818] (0/4) Epoch 4, batch 1700, loss[loss=0.2054, over 7318.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007184, over 17.00 utterances.], tot_loss[loss=0.1489, over 1466019.14 frames. utt_duration=1259 frames, utt_pad_proportion=0.05696, over 4663.48 utterances.], batch size: 17, lr: 1.18e-03
2022-11-23 00:28:27,549 INFO [train.py:818] (0/4) Epoch 4, batch 1750, loss[loss=0.123, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009649, over 17.00 utterances.], tot_loss[loss=0.1484, over 1464460.99 frames. utt_duration=1259 frames, utt_pad_proportion=0.0599, over 4659.51 utterances.], batch size: 17, lr: 1.18e-03
2022-11-23 00:29:04,586 INFO [train.py:818] (0/4) Epoch 4, batch 1800, loss[loss=0.1314, over 7221.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01706, over 24.00 utterances.], tot_loss[loss=0.1484, over 1465137.56 frames. utt_duration=1243 frames, utt_pad_proportion=0.06402, over 4719.80 utterances.], batch size: 24, lr: 1.18e-03
2022-11-23 00:29:41,340 INFO [train.py:818] (0/4) Epoch 4, batch 1850, loss[loss=0.1781, over 7283.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03336, over 27.00 utterances.], tot_loss[loss=0.1485, over 1465140.32 frames. utt_duration=1274 frames, utt_pad_proportion=0.05481, over 4606.54 utterances.], batch size: 27, lr: 1.18e-03
2022-11-23 00:30:16,987 INFO [train.py:818] (0/4) Epoch 4, batch 1900, loss[loss=0.2245, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008055, over 23.00 utterances.], tot_loss[loss=0.1492, over 1465760.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.06128, over 4687.45 utterances.], batch size: 23, lr: 1.18e-03
2022-11-23 00:30:53,794 INFO [train.py:818] (0/4) Epoch 4, batch 1950, loss[loss=0.1187, over 7194.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006518, over 18.00 utterances.], tot_loss[loss=0.1503, over 1465853.53 frames. utt_duration=1246 frames, utt_pad_proportion=0.06113, over 4710.79 utterances.], batch size: 18, lr: 1.18e-03
2022-11-23 00:31:28,799 INFO [train.py:818] (0/4) Epoch 4, batch 2000, loss[loss=0.2054, over 7269.00 frames. utt_duration=747.2 frames, utt_pad_proportion=0.1519, over 39.00 utterances.], tot_loss[loss=0.1496, over 1466435.77 frames. utt_duration=1274 frames, utt_pad_proportion=0.05188, over 4610.92 utterances.], batch size: 39, lr: 1.18e-03
2022-11-23 00:32:05,703 INFO [train.py:818] (0/4) Epoch 4, batch 2050, loss[loss=0.1641, over 7246.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01353, over 24.00 utterances.], tot_loss[loss=0.1495, over 1465275.73 frames. utt_duration=1264 frames, utt_pad_proportion=0.05625, over 4643.40 utterances.], batch size: 24, lr: 1.17e-03
2022-11-23 00:32:43,021 INFO [train.py:818] (0/4) Epoch 4, batch 2100, loss[loss=0.1331, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005829, over 19.00 utterances.], tot_loss[loss=0.1488, over 1464464.32 frames. utt_duration=1249 frames, utt_pad_proportion=0.06132, over 4697.49 utterances.], batch size: 19, lr: 1.17e-03
2022-11-23 00:33:19,829 INFO [train.py:818] (0/4) Epoch 4, batch 2150, loss[loss=0.1315, over 7334.00 frames. utt_duration=773.8 frames, utt_pad_proportion=0.1197, over 38.00 utterances.], tot_loss[loss=0.1469, over 1464176.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.06165, over 4697.98 utterances.], batch size: 38, lr: 1.17e-03
2022-11-23 00:33:56,767 INFO [train.py:818] (0/4) Epoch 4, batch 2200, loss[loss=0.1247, over 7250.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.01929, over 25.00 utterances.], tot_loss[loss=0.1478, over 1464938.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.06419, over 4706.28 utterances.], batch size: 25, lr: 1.17e-03
2022-11-23 00:34:33,712 INFO [train.py:818] (0/4) Epoch 4, batch 2250, loss[loss=0.1299, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007459, over 21.00 utterances.], tot_loss[loss=0.1461, over 1464165.88 frames. utt_duration=1248 frames, utt_pad_proportion=0.06142, over 4699.30 utterances.], batch size: 21, lr: 1.17e-03
2022-11-23 00:35:09,712 INFO [train.py:818] (0/4) Epoch 4, batch 2300, loss[loss=0.2214, over 7341.00 frames. utt_duration=774.1 frames, utt_pad_proportion=0.1203, over 38.00 utterances.], tot_loss[loss=0.1464, over 1464308.27 frames. utt_duration=1258 frames, utt_pad_proportion=0.05746, over 4661.80 utterances.], batch size: 38, lr: 1.17e-03
2022-11-23 00:35:45,977 INFO [train.py:818] (0/4) Epoch 4, batch 2350, loss[loss=0.1291, over 7194.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006656, over 18.00 utterances.], tot_loss[loss=0.1454, over 1463561.72 frames. utt_duration=1283 frames, utt_pad_proportion=0.04912, over 4568.72 utterances.], batch size: 18, lr: 1.17e-03
2022-11-23 00:36:23,558 INFO [train.py:818] (0/4) Epoch 4, batch 2400, loss[loss=0.1084, over 7282.00 frames. utt_duration=1534 frames, utt_pad_proportion=0.006204, over 19.00 utterances.], tot_loss[loss=0.1454, over 1464380.43 frames. utt_duration=1270 frames, utt_pad_proportion=0.05484, over 4618.13 utterances.], batch size: 19, lr: 1.17e-03
2022-11-23 00:36:59,407 INFO [train.py:818] (0/4) Epoch 4, batch 2450, loss[loss=0.1628, over 7221.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01633, over 24.00 utterances.], tot_loss[loss=0.1464, over 1464924.94 frames. utt_duration=1269 frames, utt_pad_proportion=0.05449, over 4624.07 utterances.], batch size: 24, lr: 1.17e-03
2022-11-23 00:37:36,547 INFO [train.py:818] (0/4) Epoch 4, batch 2500, loss[loss=0.1035, over 7444.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007723, over 18.00 utterances.], tot_loss[loss=0.1467, over 1465551.86 frames. utt_duration=1277 frames, utt_pad_proportion=0.05042, over 4594.53 utterances.], batch size: 18, lr: 1.17e-03
2022-11-23 00:38:13,514 INFO [train.py:818] (0/4) Epoch 4, batch 2550, loss[loss=0.15, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01265, over 24.00 utterances.], tot_loss[loss=0.1478, over 1465266.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.05224, over 4609.60 utterances.], batch size: 24, lr: 1.16e-03
2022-11-23 00:38:49,435 INFO [train.py:818] (0/4) Epoch 4, batch 2600, loss[loss=0.1426, over 7209.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.00431, over 20.00 utterances.], tot_loss[loss=0.1482, over 1464581.30 frames. utt_duration=1258 frames, utt_pad_proportion=0.05426, over 4664.04 utterances.], batch size: 20, lr: 1.16e-03
2022-11-23 00:39:26,377 INFO [train.py:818] (0/4) Epoch 4, batch 2650, loss[loss=0.1368, over 7155.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009919, over 17.00 utterances.], tot_loss[loss=0.1468, over 1463981.55 frames. utt_duration=1274 frames, utt_pad_proportion=0.04938, over 4600.56 utterances.], batch size: 17, lr: 1.16e-03
2022-11-23 00:40:01,881 INFO [train.py:818] (0/4) Epoch 4, batch 2700, loss[loss=0.1876, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007114, over 21.00 utterances.], tot_loss[loss=0.1488, over 1463142.98 frames. utt_duration=1266 frames, utt_pad_proportion=0.05115, over 4626.63 utterances.], batch size: 21, lr: 1.16e-03
2022-11-23 00:40:38,782 INFO [train.py:818] (0/4) Epoch 4, batch 2750, loss[loss=0.09825, over 7387.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006449, over 19.00 utterances.], tot_loss[loss=0.1474, over 1463766.20 frames. utt_duration=1273 frames, utt_pad_proportion=0.05289, over 4606.20 utterances.], batch size: 19, lr: 1.16e-03
2022-11-23 00:41:14,779 INFO [train.py:818] (0/4) Epoch 4, batch 2800, loss[loss=0.1189, over 7288.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005113, over 21.00 utterances.], tot_loss[loss=0.1454, over 1463790.71 frames. utt_duration=1298 frames, utt_pad_proportion=0.04578, over 4514.98 utterances.], batch size: 21, lr: 1.16e-03
2022-11-23 00:41:51,601 INFO [train.py:818] (0/4) Epoch 4, batch 2850, loss[loss=0.1588, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00525, over 21.00 utterances.], tot_loss[loss=0.1477, over 1464205.91 frames. utt_duration=1265 frames, utt_pad_proportion=0.05473, over 4634.63 utterances.], batch size: 21, lr: 1.16e-03
2022-11-23 00:42:27,559 INFO [train.py:818] (0/4) Epoch 4, batch 2900, loss[loss=0.1747, over 7474.00 frames. utt_duration=441.1 frames, utt_pad_proportion=0.3098, over 68.00 utterances.], tot_loss[loss=0.1463, over 1464736.61 frames. utt_duration=1264 frames, utt_pad_proportion=0.0524, over 4639.07 utterances.], batch size: 68, lr: 1.16e-03
2022-11-23 00:43:04,604 INFO [train.py:818] (0/4) Epoch 4, batch 2950, loss[loss=0.1695, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00562, over 20.00 utterances.], tot_loss[loss=0.1468, over 1464282.03 frames. utt_duration=1273 frames, utt_pad_proportion=0.0512, over 4607.36 utterances.], batch size: 20, lr: 1.16e-03
2022-11-23 00:43:41,851 INFO [train.py:818] (0/4) Epoch 4, batch 3000, loss[loss=0.2535, over 7468.00 frames. utt_duration=399.8 frames, utt_pad_proportion=0.3734, over 75.00 utterances.], tot_loss[loss=0.1476, over 1465898.13 frames. utt_duration=1222 frames, utt_pad_proportion=0.06647, over 4803.80 utterances.], batch size: 75, lr: 1.16e-03
2022-11-23 00:43:41,853 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 00:44:01,989 INFO [train.py:847] (0/4) Epoch 4, validation: loss=0.08702, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 00:44:39,575 INFO [train.py:818] (0/4) Epoch 4, batch 3050, loss[loss=0.1425, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006376, over 19.00 utterances.], tot_loss[loss=0.1473, over 1466229.83 frames. utt_duration=1225 frames, utt_pad_proportion=0.06418, over 4794.13 utterances.], batch size: 19, lr: 1.16e-03
2022-11-23 00:45:15,880 INFO [train.py:818] (0/4) Epoch 4, batch 3100, loss[loss=0.1493, over 7484.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.009845, over 23.00 utterances.], tot_loss[loss=0.1464, over 1465622.83 frames. utt_duration=1232 frames, utt_pad_proportion=0.06488, over 4764.56 utterances.], batch size: 23, lr: 1.15e-03
2022-11-23 00:45:52,292 INFO [train.py:818] (0/4) Epoch 4, batch 3150, loss[loss=0.1183, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005919, over 21.00 utterances.], tot_loss[loss=0.1457, over 1465474.96 frames. utt_duration=1235 frames, utt_pad_proportion=0.06554, over 4752.01 utterances.], batch size: 21, lr: 1.15e-03
2022-11-23 00:46:29,020 INFO [train.py:818] (0/4) Epoch 4, batch 3200, loss[loss=0.1619, over 7271.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.04661, over 16.00 utterances.], tot_loss[loss=0.1449, over 1465388.91 frames. utt_duration=1254 frames, utt_pad_proportion=0.05984, over 4677.95 utterances.], batch size: 16, lr: 1.15e-03
2022-11-23 00:47:05,386 INFO [train.py:818] (0/4) Epoch 4, batch 3250, loss[loss=0.1724, over 7444.00 frames. utt_duration=765.4 frames, utt_pad_proportion=0.1242, over 39.00 utterances.], tot_loss[loss=0.1428, over 1465488.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05203, over 4591.93 utterances.], batch size: 39, lr: 1.15e-03
2022-11-23 00:47:42,114 INFO [train.py:818] (0/4) Epoch 4, batch 3300, loss[loss=0.23, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005342, over 20.00 utterances.], tot_loss[loss=0.1441, over 1465799.04 frames. utt_duration=1248 frames, utt_pad_proportion=0.06045, over 4702.12 utterances.], batch size: 20, lr: 1.15e-03
2022-11-23 00:48:19,362 INFO [train.py:818] (0/4) Epoch 4, batch 3350, loss[loss=0.145, over 7212.00 frames. utt_duration=1804 frames, utt_pad_proportion=0.03879, over 16.00 utterances.], tot_loss[loss=0.1457, over 1466168.97 frames. utt_duration=1238 frames, utt_pad_proportion=0.06239, over 4743.62 utterances.], batch size: 16, lr: 1.15e-03
2022-11-23 00:48:55,603 INFO [train.py:818] (0/4) Epoch 4, batch 3400, loss[loss=0.1377, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006358, over 21.00 utterances.], tot_loss[loss=0.1456, over 1465770.05 frames. utt_duration=1270 frames, utt_pad_proportion=0.05341, over 4623.05 utterances.], batch size: 21, lr: 1.15e-03
2022-11-23 00:49:31,513 INFO [train.py:818] (0/4) Epoch 4, batch 3450, loss[loss=0.1356, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005474, over 20.00 utterances.], tot_loss[loss=0.1462, over 1465864.15 frames. utt_duration=1269 frames, utt_pad_proportion=0.05235, over 4625.00 utterances.], batch size: 20, lr: 1.15e-03
2022-11-23 00:50:07,734 INFO [train.py:818] (0/4) Epoch 4, batch 3500, loss[loss=0.165, over 7403.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.008496, over 22.00 utterances.], tot_loss[loss=0.1463, over 1465559.57 frames. utt_duration=1270 frames, utt_pad_proportion=0.05124, over 4622.51 utterances.], batch size: 22, lr: 1.15e-03
2022-11-23 00:50:44,637 INFO [train.py:818] (0/4) Epoch 4, batch 3550, loss[loss=0.2173, over 7398.00 frames. utt_duration=443.3 frames, utt_pad_proportion=0.3063, over 67.00 utterances.], tot_loss[loss=0.1464, over 1465432.23 frames. utt_duration=1270 frames, utt_pad_proportion=0.05286, over 4619.91 utterances.], batch size: 67, lr: 1.15e-03
2022-11-23 00:51:21,882 INFO [train.py:818] (0/4) Epoch 4, batch 3600, loss[loss=0.1546, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007486, over 19.00 utterances.], tot_loss[loss=0.1463, over 1465281.12 frames. utt_duration=1245 frames, utt_pad_proportion=0.06138, over 4713.14 utterances.], batch size: 19, lr: 1.15e-03
2022-11-23 00:51:58,441 INFO [train.py:818] (0/4) Epoch 4, batch 3650, loss[loss=0.1994, over 7339.00 frames. utt_duration=453.1 frames, utt_pad_proportion=0.2942, over 65.00 utterances.], tot_loss[loss=0.1462, over 1464313.06 frames. utt_duration=1234 frames, utt_pad_proportion=0.06675, over 4750.88 utterances.], batch size: 65, lr: 1.14e-03
2022-11-23 00:52:33,490 INFO [train.py:818] (0/4) Epoch 4, batch 3700, loss[loss=0.1177, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.004635, over 20.00 utterances.], tot_loss[loss=0.1465, over 1463369.96 frames. utt_duration=1259 frames, utt_pad_proportion=0.06079, over 4656.15 utterances.], batch size: 20, lr: 1.14e-03
2022-11-23 00:53:09,665 INFO [train.py:818] (0/4) Epoch 4, batch 3750, loss[loss=0.1775, over 7252.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.04047, over 27.00 utterances.], tot_loss[loss=0.1457, over 1463126.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05614, over 4614.38 utterances.], batch size: 27, lr: 1.14e-03
2022-11-23 00:53:45,875 INFO [train.py:818] (0/4) Epoch 4, batch 3800, loss[loss=0.08286, over 7432.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009686, over 18.00 utterances.], tot_loss[loss=0.1441, over 1464658.26 frames. utt_duration=1277 frames, utt_pad_proportion=0.05567, over 4594.48 utterances.], batch size: 18, lr: 1.14e-03
2022-11-23 00:54:22,499 INFO [train.py:818] (0/4) Epoch 4, batch 3850, loss[loss=0.1443, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01281, over 24.00 utterances.], tot_loss[loss=0.1433, over 1465648.32 frames. utt_duration=1261 frames, utt_pad_proportion=0.05752, over 4654.90 utterances.], batch size: 24, lr: 1.14e-03
2022-11-23 00:54:58,748 INFO [train.py:818] (0/4) Epoch 4, batch 3900, loss[loss=0.1675, over 7234.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02088, over 25.00 utterances.], tot_loss[loss=0.1427, over 1464344.06 frames. utt_duration=1258 frames, utt_pad_proportion=0.05836, over 4661.21 utterances.], batch size: 25, lr: 1.14e-03
2022-11-23 00:55:35,339 INFO [train.py:818] (0/4) Epoch 4, batch 3950, loss[loss=0.1376, over 7296.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03644, over 27.00 utterances.], tot_loss[loss=0.1437, over 1464618.76 frames. utt_duration=1230 frames, utt_pad_proportion=0.06445, over 4767.01 utterances.], batch size: 27, lr: 1.14e-03
2022-11-23 00:56:11,179 INFO [train.py:818] (0/4) Epoch 4, batch 4000, loss[loss=0.1661, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007091, over 22.00 utterances.], tot_loss[loss=0.144, over 1465650.60 frames. utt_duration=1217 frames, utt_pad_proportion=0.064, over 4821.64 utterances.], batch size: 22, lr: 1.14e-03
2022-11-23 00:56:48,873 INFO [train.py:818] (0/4) Epoch 4, batch 4050, loss[loss=0.1299, over 7461.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.005457, over 21.00 utterances.], tot_loss[loss=0.1447, over 1465960.55 frames. utt_duration=1235 frames, utt_pad_proportion=0.06192, over 4754.13 utterances.], batch size: 21, lr: 1.14e-03
2022-11-23 00:57:26,567 INFO [train.py:818] (0/4) Epoch 4, batch 4100, loss[loss=0.1716, over 7463.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01369, over 24.00 utterances.], tot_loss[loss=0.146, over 1466730.69 frames. utt_duration=1225 frames, utt_pad_proportion=0.06629, over 4795.85 utterances.], batch size: 24, lr: 1.14e-03
2022-11-23 00:58:02,118 INFO [train.py:818] (0/4) Epoch 4, batch 4150, loss[loss=0.1614, over 7217.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02355, over 25.00 utterances.], tot_loss[loss=0.1478, over 1465219.50 frames. utt_duration=1226 frames, utt_pad_proportion=0.0677, over 4788.01 utterances.], batch size: 25, lr: 1.14e-03
2022-11-23 00:58:40,130 INFO [train.py:818] (0/4) Epoch 4, batch 4200, loss[loss=0.1465, over 7302.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009555, over 17.00 utterances.], tot_loss[loss=0.1517, over 1465833.72 frames. utt_duration=1208 frames, utt_pad_proportion=0.07275, over 4859.84 utterances.], batch size: 17, lr: 1.13e-03
2022-11-23 00:59:18,441 INFO [train.py:818] (0/4) Epoch 4, batch 4250, loss[loss=0.1929, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009505, over 23.00 utterances.], tot_loss[loss=0.1554, over 1466594.78 frames. utt_duration=1192 frames, utt_pad_proportion=0.07423, over 4927.06 utterances.], batch size: 23, lr: 1.13e-03
2022-11-23 00:59:56,464 INFO [train.py:818] (0/4) Epoch 4, batch 4300, loss[loss=0.1434, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008655, over 18.00 utterances.], tot_loss[loss=0.1571, over 1466336.41 frames. utt_duration=1226 frames, utt_pad_proportion=0.06686, over 4789.68 utterances.], batch size: 18, lr: 1.13e-03
2022-11-23 01:00:33,754 INFO [train.py:818] (0/4) Epoch 4, batch 4350, loss[loss=0.1899, over 7384.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006986, over 19.00 utterances.], tot_loss[loss=0.1613, over 1465475.21 frames. utt_duration=1230 frames, utt_pad_proportion=0.06484, over 4772.68 utterances.], batch size: 19, lr: 1.13e-03
2022-11-23 01:01:09,892 INFO [train.py:818] (0/4) Epoch 4, batch 4400, loss[loss=0.2846, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006457, over 21.00 utterances.], tot_loss[loss=0.1656, over 1466358.69 frames. utt_duration=1236 frames, utt_pad_proportion=0.06478, over 4751.23 utterances.], batch size: 21, lr: 1.13e-03
2022-11-23 01:01:47,195 INFO [train.py:818] (0/4) Epoch 4, batch 4450, loss[loss=0.1273, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00631, over 19.00 utterances.], tot_loss[loss=0.1687, over 1466035.39 frames. utt_duration=1255 frames, utt_pad_proportion=0.05907, over 4678.96 utterances.], batch size: 19, lr: 1.13e-03
2022-11-23 01:02:24,791 INFO [train.py:818] (0/4) Epoch 4, batch 4500, loss[loss=0.1274, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005445, over 19.00 utterances.], tot_loss[loss=0.1734, over 1466319.99 frames. utt_duration=1209 frames, utt_pad_proportion=0.071, over 4859.33 utterances.], batch size: 19, lr: 1.13e-03
2022-11-23 01:03:01,404 INFO [train.py:818] (0/4) Epoch 4, batch 4550, loss[loss=0.1085, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.004252, over 18.00 utterances.], tot_loss[loss=0.1741, over 1467176.25 frames. utt_duration=1230 frames, utt_pad_proportion=0.06714, over 4775.74 utterances.], batch size: 18, lr: 1.13e-03
2022-11-23 01:03:40,008 INFO [train.py:818] (0/4) Epoch 4, batch 4600, loss[loss=0.1964, over 7282.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006238, over 21.00 utterances.], tot_loss[loss=0.1742, over 1466443.76 frames. utt_duration=1232 frames, utt_pad_proportion=0.06857, over 4767.16 utterances.], batch size: 21, lr: 1.13e-03
2022-11-23 01:04:16,739 INFO [train.py:818] (0/4) Epoch 4, batch 4650, loss[loss=0.1773, over 7480.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006603, over 20.00 utterances.], tot_loss[loss=0.1761, over 1465418.47 frames. utt_duration=1222 frames, utt_pad_proportion=0.07028, over 4800.83 utterances.], batch size: 20, lr: 1.13e-03
2022-11-23 01:04:52,239 INFO [train.py:818] (0/4) Epoch 4, batch 4700, loss[loss=0.1602, over 7215.00 frames. utt_duration=1521 frames, utt_pad_proportion=0.004205, over 19.00 utterances.], tot_loss[loss=0.1793, over 1464301.98 frames. utt_duration=1242 frames, utt_pad_proportion=0.06386, over 4721.58 utterances.], batch size: 19, lr: 1.13e-03
2022-11-23 01:05:28,684 INFO [train.py:818] (0/4) Epoch 4, batch 4750, loss[loss=0.1887, over 7460.00 frames. utt_duration=766.8 frames, utt_pad_proportion=0.1267, over 39.00 utterances.], tot_loss[loss=0.1787, over 1464127.59 frames. utt_duration=1257 frames, utt_pad_proportion=0.05997, over 4665.13 utterances.], batch size: 39, lr: 1.12e-03
2022-11-23 01:06:05,804 INFO [train.py:818] (0/4) Epoch 4, batch 4800, loss[loss=0.1548, over 7393.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005444, over 20.00 utterances.], tot_loss[loss=0.1802, over 1464264.65 frames. utt_duration=1260 frames, utt_pad_proportion=0.05696, over 4653.45 utterances.], batch size: 20, lr: 1.12e-03
2022-11-23 01:06:42,448 INFO [train.py:818] (0/4) Epoch 4, batch 4850, loss[loss=0.1616, over 7386.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005246, over 21.00 utterances.], tot_loss[loss=0.1806, over 1462859.73 frames. utt_duration=1277 frames, utt_pad_proportion=0.05313, over 4586.55 utterances.], batch size: 21, lr: 1.12e-03
2022-11-23 01:07:19,982 INFO [train.py:818] (0/4) Epoch 4, batch 4900, loss[loss=0.1886, over 7237.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02111, over 25.00 utterances.], tot_loss[loss=0.1804, over 1464205.26 frames. utt_duration=1256 frames, utt_pad_proportion=0.0566, over 4669.25 utterances.], batch size: 25, lr: 1.12e-03
2022-11-23 01:07:56,098 INFO [train.py:818] (0/4) Epoch 4, batch 4950, loss[loss=0.2149, over 7459.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02283, over 26.00 utterances.], tot_loss[loss=0.1796, over 1465860.53 frames. utt_duration=1238 frames, utt_pad_proportion=0.06391, over 4741.42 utterances.], batch size: 26, lr: 1.12e-03
2022-11-23 01:08:32,639 INFO [train.py:818] (0/4) Epoch 4, batch 5000, loss[loss=0.1528, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006636, over 20.00 utterances.], tot_loss[loss=0.1784, over 1466873.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.05363, over 4581.67 utterances.], batch size: 20, lr: 1.12e-03
2022-11-23 01:09:09,655 INFO [train.py:818] (0/4) Epoch 4, batch 5050, loss[loss=0.2108, over 7408.00 frames. utt_duration=781.3 frames, utt_pad_proportion=0.1019, over 38.00 utterances.], tot_loss[loss=0.1801, over 1466142.54 frames. utt_duration=1279 frames, utt_pad_proportion=0.05095, over 4589.46 utterances.], batch size: 38, lr: 1.12e-03
2022-11-23 01:09:46,394 INFO [train.py:818] (0/4) Epoch 4, batch 5100, loss[loss=0.1702, over 7486.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004187, over 21.00 utterances.], tot_loss[loss=0.1817, over 1465893.19 frames. utt_duration=1268 frames, utt_pad_proportion=0.05339, over 4629.66 utterances.], batch size: 21, lr: 1.12e-03
2022-11-23 01:10:24,268 INFO [train.py:818] (0/4) Epoch 4, batch 5150, loss[loss=0.1976, over 7464.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01535, over 24.00 utterances.], tot_loss[loss=0.1823, over 1465590.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.05228, over 4627.72 utterances.], batch size: 24, lr: 1.12e-03
2022-11-23 01:11:00,993 INFO [train.py:818] (0/4) Epoch 4, batch 5200, loss[loss=0.2246, over 7282.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00593, over 20.00 utterances.], tot_loss[loss=0.183, over 1465992.56 frames. utt_duration=1237 frames, utt_pad_proportion=0.06032, over 4745.97 utterances.], batch size: 20, lr: 1.12e-03
2022-11-23 01:11:37,276 INFO [train.py:818] (0/4) Epoch 4, batch 5250, loss[loss=0.2085, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005976, over 20.00 utterances.], tot_loss[loss=0.1828, over 1464918.59 frames. utt_duration=1265 frames, utt_pad_proportion=0.05251, over 4638.70 utterances.], batch size: 20, lr: 1.12e-03
2022-11-23 01:12:14,501 INFO [train.py:818] (0/4) Epoch 4, batch 5300, loss[loss=0.1493, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006532, over 19.00 utterances.], tot_loss[loss=0.1831, over 1464465.56 frames. utt_duration=1253 frames, utt_pad_proportion=0.05386, over 4682.38 utterances.], batch size: 19, lr: 1.12e-03
2022-11-23 01:12:27,664 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-32000.pt
2022-11-23 01:13:01,744 INFO [train.py:818] (0/4) Epoch 4, batch 5350, loss[loss=0.1939, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005773, over 20.00 utterances.], tot_loss[loss=0.1863, over 1464449.88 frames. utt_duration=1238 frames, utt_pad_proportion=0.0574, over 4736.76 utterances.], batch size: 20, lr: 1.11e-03
2022-11-23 01:13:38,217 INFO [train.py:818] (0/4) Epoch 4, batch 5400, loss[loss=0.1909, over 7363.00 frames. utt_duration=1404 frames, utt_pad_proportion=0.008009, over 21.00 utterances.], tot_loss[loss=0.1848, over 1464848.00 frames. utt_duration=1220 frames, utt_pad_proportion=0.06262, over 4808.00 utterances.], batch size: 21, lr: 1.11e-03
2022-11-23 01:14:16,941 INFO [train.py:818] (0/4) Epoch 4, batch 5450, loss[loss=0.1543, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004852, over 21.00 utterances.], tot_loss[loss=0.1863, over 1465681.52 frames. utt_duration=1170 frames, utt_pad_proportion=0.08255, over 5017.66 utterances.], batch size: 21, lr: 1.11e-03
2022-11-23 01:14:53,207 INFO [train.py:818] (0/4) Epoch 4, batch 5500, loss[loss=0.1499, over 7144.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.009625, over 17.00 utterances.], tot_loss[loss=0.1864, over 1464904.90 frames. utt_duration=1192 frames, utt_pad_proportion=0.07406, over 4921.27 utterances.], batch size: 17, lr: 1.11e-03
2022-11-23 01:15:29,869 INFO [train.py:818] (0/4) Epoch 4, batch 5550, loss[loss=0.1643, over 7243.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.04168, over 16.00 utterances.], tot_loss[loss=0.1845, over 1464591.69 frames. utt_duration=1206 frames, utt_pad_proportion=0.06769, over 4864.18 utterances.], batch size: 16, lr: 1.11e-03
2022-11-23 01:16:07,720 INFO [train.py:818] (0/4) Epoch 4, batch 5600, loss[loss=0.2161, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006275, over 20.00 utterances.], tot_loss[loss=0.1827, over 1464652.01 frames. utt_duration=1217 frames, utt_pad_proportion=0.0665, over 4821.35 utterances.], batch size: 20, lr: 1.11e-03
2022-11-23 01:16:44,740 INFO [train.py:818] (0/4) Epoch 4, batch 5650, loss[loss=0.1282, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005579, over 19.00 utterances.], tot_loss[loss=0.1805, over 1464639.80 frames. utt_duration=1219 frames, utt_pad_proportion=0.06656, over 4812.14 utterances.], batch size: 19, lr: 1.11e-03
2022-11-23 01:17:22,531 INFO [train.py:818] (0/4) Epoch 4, batch 5700, loss[loss=0.199, over 7480.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004519, over 21.00 utterances.], tot_loss[loss=0.1815, over 1464911.85 frames. utt_duration=1197 frames, utt_pad_proportion=0.07571, over 4903.31 utterances.], batch size: 21, lr: 1.11e-03
2022-11-23 01:17:59,498 INFO [train.py:818] (0/4) Epoch 4, batch 5750, loss[loss=0.1735, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.00531, over 20.00 utterances.], tot_loss[loss=0.1802, over 1464359.40 frames. utt_duration=1215 frames, utt_pad_proportion=0.06857, over 4826.66 utterances.], batch size: 20, lr: 1.11e-03
2022-11-23 01:18:35,708 INFO [train.py:818] (0/4) Epoch 4, batch 5800, loss[loss=0.1932, over 7464.00 frames. utt_duration=964.5 frames, utt_pad_proportion=0.0672, over 31.00 utterances.], tot_loss[loss=0.181, over 1465311.50 frames. utt_duration=1225 frames, utt_pad_proportion=0.06692, over 4791.00 utterances.], batch size: 31, lr: 1.11e-03
2022-11-23 01:19:13,325 INFO [train.py:818] (0/4) Epoch 4, batch 5850, loss[loss=0.237, over 7451.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01074, over 17.00 utterances.], tot_loss[loss=0.1812, over 1465207.22 frames. utt_duration=1234 frames, utt_pad_proportion=0.0617, over 4753.48 utterances.], batch size: 17, lr: 1.11e-03
2022-11-23 01:19:49,855 INFO [train.py:818] (0/4) Epoch 4, batch 5900, loss[loss=0.1784, over 7460.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.008697, over 17.00 utterances.], tot_loss[loss=0.1813, over 1466001.79 frames. utt_duration=1216 frames, utt_pad_proportion=0.06835, over 4826.87 utterances.], batch size: 17, lr: 1.10e-03
2022-11-23 01:20:26,793 INFO [train.py:818] (0/4) Epoch 4, batch 5950, loss[loss=0.1518, over 7356.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007578, over 23.00 utterances.], tot_loss[loss=0.1796, over 1466090.54 frames. utt_duration=1243 frames, utt_pad_proportion=0.05877, over 4722.17 utterances.], batch size: 23, lr: 1.10e-03
2022-11-23 01:21:04,415 INFO [train.py:818] (0/4) Epoch 4, batch 6000, loss[loss=0.1378, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005311, over 19.00 utterances.], tot_loss[loss=0.18, over 1466199.27 frames. utt_duration=1209 frames, utt_pad_proportion=0.06841, over 4856.61 utterances.], batch size: 19, lr: 1.10e-03
2022-11-23 01:21:04,417 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 01:21:24,814 INFO [train.py:847] (0/4) Epoch 4, validation: loss=0.07477, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 01:22:00,772 INFO [train.py:818] (0/4) Epoch 4, batch 6050, loss[loss=0.1969, over 7479.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006403, over 20.00 utterances.], tot_loss[loss=0.1823, over 1466699.97 frames. utt_duration=1224 frames, utt_pad_proportion=0.06413, over 4798.37 utterances.], batch size: 20, lr: 1.10e-03
2022-11-23 01:22:38,660 INFO [train.py:818] (0/4) Epoch 4, batch 6100, loss[loss=0.157, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00621, over 19.00 utterances.], tot_loss[loss=0.1823, over 1466148.09 frames. utt_duration=1231 frames, utt_pad_proportion=0.06344, over 4770.67 utterances.], batch size: 19, lr: 1.10e-03
2022-11-23 01:23:15,850 INFO [train.py:818] (0/4) Epoch 4, batch 6150, loss[loss=0.1649, over 7492.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.00892, over 23.00 utterances.], tot_loss[loss=0.183, over 1466414.45 frames. utt_duration=1220 frames, utt_pad_proportion=0.06755, over 4812.46 utterances.], batch size: 23, lr: 1.10e-03
2022-11-23 01:23:52,912 INFO [train.py:818] (0/4) Epoch 4, batch 6200, loss[loss=0.1766, over 7481.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004586, over 21.00 utterances.], tot_loss[loss=0.1812, over 1465836.92 frames. utt_duration=1223 frames, utt_pad_proportion=0.06707, over 4801.91 utterances.], batch size: 21, lr: 1.10e-03
2022-11-23 01:24:30,441 INFO [train.py:818] (0/4) Epoch 4, batch 6250, loss[loss=0.1681, over 7295.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03287, over 27.00 utterances.], tot_loss[loss=0.1807, over 1467786.08 frames. utt_duration=1214 frames, utt_pad_proportion=0.06842, over 4843.35 utterances.], batch size: 27, lr: 1.10e-03
2022-11-23 01:25:07,206 INFO [train.py:818] (0/4) Epoch 4, batch 6300, loss[loss=0.1663, over 7469.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006247, over 21.00 utterances.], tot_loss[loss=0.1818, over 1468328.38 frames. utt_duration=1193 frames, utt_pad_proportion=0.07081, over 4928.37 utterances.], batch size: 21, lr: 1.10e-03
2022-11-23 01:25:45,631 INFO [train.py:818] (0/4) Epoch 4, batch 6350, loss[loss=0.1688, over 7494.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006426, over 19.00 utterances.], tot_loss[loss=0.1799, over 1468610.79 frames. utt_duration=1223 frames, utt_pad_proportion=0.06511, over 4809.43 utterances.], batch size: 19, lr: 1.10e-03
2022-11-23 01:26:23,193 INFO [train.py:818] (0/4) Epoch 4, batch 6400, loss[loss=0.1664, over 7420.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00559, over 22.00 utterances.], tot_loss[loss=0.1805, over 1468963.66 frames. utt_duration=1213 frames, utt_pad_proportion=0.0678, over 4851.10 utterances.], batch size: 22, lr: 1.10e-03
2022-11-23 01:27:00,327 INFO [train.py:818] (0/4) Epoch 4, batch 6450, loss[loss=0.206, over 7297.00 frames. utt_duration=749.9 frames, utt_pad_proportion=0.1351, over 39.00 utterances.], tot_loss[loss=0.1796, over 1467825.65 frames. utt_duration=1204 frames, utt_pad_proportion=0.06845, over 4884.53 utterances.], batch size: 39, lr: 1.10e-03
2022-11-23 01:27:37,489 INFO [train.py:818] (0/4) Epoch 4, batch 6500, loss[loss=0.2023, over 7399.00 frames. utt_duration=956.4 frames, utt_pad_proportion=0.07509, over 31.00 utterances.], tot_loss[loss=0.179, over 1467540.70 frames. utt_duration=1206 frames, utt_pad_proportion=0.06844, over 4872.43 utterances.], batch size: 31, lr: 1.10e-03
2022-11-23 01:28:15,542 INFO [train.py:818] (0/4) Epoch 4, batch 6550, loss[loss=0.2016, over 7177.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007253, over 22.00 utterances.], tot_loss[loss=0.1779, over 1467008.80 frames. utt_duration=1224 frames, utt_pad_proportion=0.06262, over 4800.11 utterances.], batch size: 22, lr: 1.09e-03
2022-11-23 01:28:51,271 INFO [train.py:818] (0/4) Epoch 4, batch 6600, loss[loss=0.1569, over 7342.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02898, over 27.00 utterances.], tot_loss[loss=0.1755, over 1467006.53 frames. utt_duration=1258 frames, utt_pad_proportion=0.05365, over 4671.78 utterances.], batch size: 27, lr: 1.09e-03
2022-11-23 01:29:29,824 INFO [train.py:818] (0/4) Epoch 4, batch 6650, loss[loss=0.223, over 7363.00 frames. utt_duration=951.5 frames, utt_pad_proportion=0.07709, over 31.00 utterances.], tot_loss[loss=0.1768, over 1466547.21 frames. utt_duration=1280 frames, utt_pad_proportion=0.04997, over 4589.23 utterances.], batch size: 31, lr: 1.09e-03
2022-11-23 01:30:06,995 INFO [train.py:818] (0/4) Epoch 4, batch 6700, loss[loss=0.1741, over 7492.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008821, over 23.00 utterances.], tot_loss[loss=0.1762, over 1466844.81 frames. utt_duration=1261 frames, utt_pad_proportion=0.05349, over 4658.47 utterances.], batch size: 23, lr: 1.09e-03
2022-11-23 01:30:45,294 INFO [train.py:818] (0/4) Epoch 4, batch 6750, loss[loss=0.131, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005412, over 20.00 utterances.], tot_loss[loss=0.1759, over 1466366.83 frames. utt_duration=1255 frames, utt_pad_proportion=0.05654, over 4679.52 utterances.], batch size: 20, lr: 1.09e-03
2022-11-23 01:31:21,714 INFO [train.py:818] (0/4) Epoch 4, batch 6800, loss[loss=0.1155, over 7194.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007169, over 19.00 utterances.], tot_loss[loss=0.1746, over 1465949.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05602, over 4623.25 utterances.], batch size: 19, lr: 1.09e-03
2022-11-23 01:31:58,049 INFO [train.py:818] (0/4) Epoch 4, batch 6850, loss[loss=0.1082, over 7400.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.00527, over 19.00 utterances.], tot_loss[loss=0.1726, over 1466768.11 frames. utt_duration=1295 frames, utt_pad_proportion=0.04935, over 4534.03 utterances.], batch size: 19, lr: 1.09e-03
2022-11-23 01:32:35,457 INFO [train.py:818] (0/4) Epoch 4, batch 6900, loss[loss=0.1537, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007502, over 22.00 utterances.], tot_loss[loss=0.173, over 1466557.53 frames. utt_duration=1263 frames, utt_pad_proportion=0.05702, over 4651.23 utterances.], batch size: 22, lr: 1.09e-03
2022-11-23 01:33:12,252 INFO [train.py:818] (0/4) Epoch 4, batch 6950, loss[loss=0.1315, over 7270.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.03338, over 16.00 utterances.], tot_loss[loss=0.1724, over 1466550.83 frames. utt_duration=1272 frames, utt_pad_proportion=0.05283, over 4617.40 utterances.], batch size: 16, lr: 1.09e-03
2022-11-23 01:33:49,316 INFO [train.py:818] (0/4) Epoch 4, batch 7000, loss[loss=0.2214, over 7251.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.0371, over 27.00 utterances.], tot_loss[loss=0.1752, over 1467060.87 frames. utt_duration=1225 frames, utt_pad_proportion=0.0706, over 4797.34 utterances.], batch size: 27, lr: 1.09e-03
2022-11-23 01:34:27,946 INFO [train.py:818] (0/4) Epoch 4, batch 7050, loss[loss=0.1257, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.00672, over 18.00 utterances.], tot_loss[loss=0.1753, over 1466380.82 frames. utt_duration=1234 frames, utt_pad_proportion=0.06803, over 4760.68 utterances.], batch size: 18, lr: 1.09e-03
2022-11-23 01:35:05,521 INFO [train.py:818] (0/4) Epoch 4, batch 7100, loss[loss=0.1564, over 7284.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.04824, over 16.00 utterances.], tot_loss[loss=0.175, over 1467099.00 frames. utt_duration=1236 frames, utt_pad_proportion=0.06679, over 4754.86 utterances.], batch size: 16, lr: 1.09e-03
2022-11-23 01:35:42,525 INFO [train.py:818] (0/4) Epoch 4, batch 7150, loss[loss=0.1491, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007116, over 19.00 utterances.], tot_loss[loss=0.1745, over 1467536.93 frames. utt_duration=1241 frames, utt_pad_proportion=0.06388, over 4735.54 utterances.], batch size: 19, lr: 1.08e-03
2022-11-23 01:36:20,011 INFO [train.py:818] (0/4) Epoch 4, batch 7200, loss[loss=0.171, over 7276.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03803, over 27.00 utterances.], tot_loss[loss=0.1746, over 1466678.79 frames. utt_duration=1257 frames, utt_pad_proportion=0.06158, over 4673.64 utterances.], batch size: 27, lr: 1.08e-03
2022-11-23 01:36:57,252 INFO [train.py:818] (0/4) Epoch 4, batch 7250, loss[loss=0.2072, over 7374.00 frames. utt_duration=758.1 frames, utt_pad_proportion=0.1386, over 39.00 utterances.], tot_loss[loss=0.1743, over 1465979.97 frames. utt_duration=1253 frames, utt_pad_proportion=0.05915, over 4685.91 utterances.], batch size: 39, lr: 1.08e-03
2022-11-23 01:37:34,921 INFO [train.py:818] (0/4) Epoch 4, batch 7300, loss[loss=0.1589, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009316, over 18.00 utterances.], tot_loss[loss=0.1746, over 1465776.45 frames. utt_duration=1262 frames, utt_pad_proportion=0.0554, over 4650.19 utterances.], batch size: 18, lr: 1.08e-03
2022-11-23 01:38:11,913 INFO [train.py:818] (0/4) Epoch 4, batch 7350, loss[loss=0.161, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004748, over 20.00 utterances.], tot_loss[loss=0.1759, over 1465235.33 frames. utt_duration=1237 frames, utt_pad_proportion=0.06189, over 4743.56 utterances.], batch size: 20, lr: 1.08e-03
2022-11-23 01:38:49,056 INFO [train.py:818] (0/4) Epoch 4, batch 7400, loss[loss=0.1452, over 7187.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007449, over 18.00 utterances.], tot_loss[loss=0.1776, over 1464911.92 frames. utt_duration=1208 frames, utt_pad_proportion=0.06993, over 4857.80 utterances.], batch size: 18, lr: 1.08e-03
2022-11-23 01:39:26,820 INFO [train.py:818] (0/4) Epoch 4, batch 7450, loss[loss=0.1067, over 7494.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.00636, over 19.00 utterances.], tot_loss[loss=0.1783, over 1465182.53 frames. utt_duration=1168 frames, utt_pad_proportion=0.08092, over 5023.07 utterances.], batch size: 19, lr: 1.08e-03
2022-11-23 01:40:04,452 INFO [train.py:818] (0/4) Epoch 4, batch 7500, loss[loss=0.2094, over 7431.00 frames. utt_duration=744.2 frames, utt_pad_proportion=0.1465, over 40.00 utterances.], tot_loss[loss=0.1772, over 1465290.65 frames. utt_duration=1180 frames, utt_pad_proportion=0.07722, over 4973.02 utterances.], batch size: 40, lr: 1.08e-03
2022-11-23 01:40:41,235 INFO [train.py:818] (0/4) Epoch 4, batch 7550, loss[loss=0.1724, over 7441.00 frames. utt_duration=745.5 frames, utt_pad_proportion=0.149, over 40.00 utterances.], tot_loss[loss=0.1745, over 1464859.80 frames. utt_duration=1195 frames, utt_pad_proportion=0.07563, over 4909.55 utterances.], batch size: 40, lr: 1.08e-03
2022-11-23 01:41:18,213 INFO [train.py:818] (0/4) Epoch 4, batch 7600, loss[loss=0.192, over 7327.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.01066, over 23.00 utterances.], tot_loss[loss=0.176, over 1465462.88 frames. utt_duration=1168 frames, utt_pad_proportion=0.08578, over 5026.65 utterances.], batch size: 23, lr: 1.08e-03
2022-11-23 01:41:56,169 INFO [train.py:818] (0/4) Epoch 4, batch 7650, loss[loss=0.1156, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006301, over 20.00 utterances.], tot_loss[loss=0.1757, over 1464901.96 frames. utt_duration=1184 frames, utt_pad_proportion=0.08026, over 4954.78 utterances.], batch size: 20, lr: 1.08e-03
2022-11-23 01:42:34,466 INFO [train.py:818] (0/4) Epoch 4, batch 7700, loss[loss=0.1357, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01008, over 24.00 utterances.], tot_loss[loss=0.1753, over 1465957.49 frames. utt_duration=1171 frames, utt_pad_proportion=0.08546, over 5015.64 utterances.], batch size: 24, lr: 1.08e-03
2022-11-23 01:43:11,742 INFO [train.py:818] (0/4) Epoch 4, batch 7750, loss[loss=0.1535, over 7414.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006723, over 22.00 utterances.], tot_loss[loss=0.1766, over 1465760.56 frames. utt_duration=1213 frames, utt_pad_proportion=0.07216, over 4838.65 utterances.], batch size: 22, lr: 1.08e-03
2022-11-23 01:43:49,141 INFO [train.py:818] (0/4) Epoch 4, batch 7800, loss[loss=0.2392, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00569, over 20.00 utterances.], tot_loss[loss=0.1738, over 1465889.20 frames. utt_duration=1230 frames, utt_pad_proportion=0.0666, over 4773.16 utterances.], batch size: 20, lr: 1.07e-03
2022-11-23 01:44:26,164 INFO [train.py:818] (0/4) Epoch 4, batch 7850, loss[loss=0.1729, over 7481.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01239, over 24.00 utterances.], tot_loss[loss=0.1739, over 1466496.35 frames. utt_duration=1207 frames, utt_pad_proportion=0.07301, over 4864.40 utterances.], batch size: 24, lr: 1.07e-03
2022-11-23 01:45:02,647 INFO [train.py:818] (0/4) Epoch 4, batch 7900, loss[loss=0.1241, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.007434, over 17.00 utterances.], tot_loss[loss=0.1717, over 1466499.76 frames. utt_duration=1202 frames, utt_pad_proportion=0.07257, over 4884.30 utterances.], batch size: 17, lr: 1.07e-03
2022-11-23 01:45:39,508 INFO [train.py:818] (0/4) Epoch 4, batch 7950, loss[loss=0.269, over 7416.00 frames. utt_duration=761.8 frames, utt_pad_proportion=0.1352, over 39.00 utterances.], tot_loss[loss=0.173, over 1466170.61 frames. utt_duration=1211 frames, utt_pad_proportion=0.06792, over 4848.10 utterances.], batch size: 39, lr: 1.07e-03
2022-11-23 01:46:16,959 INFO [train.py:818] (0/4) Epoch 4, batch 8000, loss[loss=0.1682, over 7209.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.0247, over 25.00 utterances.], tot_loss[loss=0.174, over 1466282.03 frames. utt_duration=1207 frames, utt_pad_proportion=0.07019, over 4864.60 utterances.], batch size: 25, lr: 1.07e-03
2022-11-23 01:46:54,933 INFO [train.py:818] (0/4) Epoch 4, batch 8050, loss[loss=0.1599, over 7339.00 frames. utt_duration=754.4 frames, utt_pad_proportion=0.1299, over 39.00 utterances.], tot_loss[loss=0.1744, over 1465549.27 frames. utt_duration=1201 frames, utt_pad_proportion=0.07331, over 4885.57 utterances.], batch size: 39, lr: 1.07e-03
2022-11-23 01:47:31,461 INFO [train.py:818] (0/4) Epoch 4, batch 8100, loss[loss=0.1642, over 7373.00 frames. utt_duration=984.4 frames, utt_pad_proportion=0.04609, over 30.00 utterances.], tot_loss[loss=0.1746, over 1465768.66 frames. utt_duration=1209 frames, utt_pad_proportion=0.06673, over 4856.95 utterances.], batch size: 30, lr: 1.07e-03
2022-11-23 01:48:08,727 INFO [train.py:818] (0/4) Epoch 4, batch 8150, loss[loss=0.2173, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005284, over 21.00 utterances.], tot_loss[loss=0.1723, over 1464676.33 frames. utt_duration=1234 frames, utt_pad_proportion=0.061, over 4752.52 utterances.], batch size: 21, lr: 1.07e-03
2022-11-23 01:48:45,686 INFO [train.py:818] (0/4) Epoch 4, batch 8200, loss[loss=0.1491, over 7325.00 frames. utt_duration=752.6 frames, utt_pad_proportion=0.1218, over 39.00 utterances.], tot_loss[loss=0.1748, over 1465460.32 frames. utt_duration=1218 frames, utt_pad_proportion=0.06453, over 4817.03 utterances.], batch size: 39, lr: 1.07e-03
2022-11-23 01:49:22,535 INFO [train.py:818] (0/4) Epoch 4, batch 8250, loss[loss=0.1634, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005139, over 19.00 utterances.], tot_loss[loss=0.1743, over 1466168.65 frames. utt_duration=1220 frames, utt_pad_proportion=0.06411, over 4811.99 utterances.], batch size: 19, lr: 1.07e-03
2022-11-23 01:49:58,769 INFO [train.py:818] (0/4) Epoch 4, batch 8300, loss[loss=0.1129, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009784, over 18.00 utterances.], tot_loss[loss=0.1756, over 1465695.09 frames. utt_duration=1216 frames, utt_pad_proportion=0.06454, over 4826.49 utterances.], batch size: 18, lr: 1.07e-03
2022-11-23 01:50:36,116 INFO [train.py:818] (0/4) Epoch 4, batch 8350, loss[loss=0.1669, over 7281.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006472, over 21.00 utterances.], tot_loss[loss=0.1741, over 1465606.49 frames. utt_duration=1197 frames, utt_pad_proportion=0.06815, over 4904.11 utterances.], batch size: 21, lr: 1.07e-03
2022-11-23 01:51:13,295 INFO [train.py:818] (0/4) Epoch 4, batch 8400, loss[loss=0.173, over 7455.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.011, over 17.00 utterances.], tot_loss[loss=0.1728, over 1466655.86 frames. utt_duration=1222 frames, utt_pad_proportion=0.06298, over 4807.96 utterances.], batch size: 17, lr: 1.07e-03
2022-11-23 01:51:50,468 INFO [train.py:818] (0/4) Epoch 4, batch 8450, loss[loss=0.1247, over 7222.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01739, over 24.00 utterances.], tot_loss[loss=0.1721, over 1466878.44 frames. utt_duration=1211 frames, utt_pad_proportion=0.06659, over 4850.86 utterances.], batch size: 24, lr: 1.06e-03
2022-11-23 01:52:27,809 INFO [train.py:818] (0/4) Epoch 4, batch 8500, loss[loss=0.1723, over 7184.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006186, over 21.00 utterances.], tot_loss[loss=0.1719, over 1466533.78 frames. utt_duration=1229 frames, utt_pad_proportion=0.06079, over 4779.77 utterances.], batch size: 21, lr: 1.06e-03
2022-11-23 01:53:06,139 INFO [train.py:818] (0/4) Epoch 4, batch 8550, loss[loss=0.163, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007332, over 22.00 utterances.], tot_loss[loss=0.1719, over 1466352.48 frames. utt_duration=1221 frames, utt_pad_proportion=0.06404, over 4810.04 utterances.], batch size: 22, lr: 1.06e-03
2022-11-23 01:53:43,188 INFO [train.py:818] (0/4) Epoch 4, batch 8600, loss[loss=0.1392, over 7453.00 frames. utt_duration=765.9 frames, utt_pad_proportion=0.1186, over 39.00 utterances.], tot_loss[loss=0.1705, over 1465059.11 frames. utt_duration=1219 frames, utt_pad_proportion=0.06597, over 4814.86 utterances.], batch size: 39, lr: 1.06e-03
2022-11-23 01:54:20,401 INFO [train.py:818] (0/4) Epoch 4, batch 8650, loss[loss=0.1413, over 7300.00 frames. utt_duration=1392 frames, utt_pad_proportion=0.003545, over 21.00 utterances.], tot_loss[loss=0.1699, over 1466266.55 frames. utt_duration=1204 frames, utt_pad_proportion=0.07216, over 4878.55 utterances.], batch size: 21, lr: 1.06e-03
2022-11-23 01:54:56,504 INFO [train.py:818] (0/4) Epoch 4, batch 8700, loss[loss=0.1369, over 7227.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02034, over 25.00 utterances.], tot_loss[loss=0.1705, over 1466001.94 frames. utt_duration=1222 frames, utt_pad_proportion=0.06536, over 4803.10 utterances.], batch size: 25, lr: 1.06e-03
2022-11-23 01:55:33,239 INFO [train.py:818] (0/4) Epoch 4, batch 8750, loss[loss=0.2034, over 7186.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01107, over 23.00 utterances.], tot_loss[loss=0.1713, over 1465496.76 frames. utt_duration=1210 frames, utt_pad_proportion=0.06972, over 4851.19 utterances.], batch size: 23, lr: 1.06e-03
2022-11-23 01:56:08,996 INFO [train.py:818] (0/4) Epoch 4, batch 8800, loss[loss=0.1805, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005793, over 20.00 utterances.], tot_loss[loss=0.1715, over 1465191.33 frames. utt_duration=1223 frames, utt_pad_proportion=0.068, over 4798.51 utterances.], batch size: 20, lr: 1.06e-03
2022-11-23 01:56:45,798 INFO [train.py:818] (0/4) Epoch 4, batch 8850, loss[loss=0.1988, over 7196.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007375, over 18.00 utterances.], tot_loss[loss=0.1723, over 1465845.45 frames. utt_duration=1196 frames, utt_pad_proportion=0.07849, over 4909.27 utterances.], batch size: 18, lr: 1.06e-03
2022-11-23 01:57:24,074 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-4.pt
2022-11-23 01:58:07,028 INFO [train.py:818] (0/4) Epoch 5, batch 0, loss[loss=0.1888, over 7348.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008756, over 23.00 utterances.], tot_loss[loss=0.1888, over 7348.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008756, over 23.00 utterances.], batch size: 23, lr: 1.02e-03
2022-11-23 01:58:43,015 INFO [train.py:818] (0/4) Epoch 5, batch 50, loss[loss=0.1203, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006105, over 19.00 utterances.], tot_loss[loss=0.1433, over 331117.65 frames. utt_duration=1306 frames, utt_pad_proportion=0.04542, over 1015.51 utterances.], batch size: 19, lr: 1.02e-03
2022-11-23 01:59:20,006 INFO [train.py:818] (0/4) Epoch 5, batch 100, loss[loss=0.1517, over 7287.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03717, over 27.00 utterances.], tot_loss[loss=0.136, over 582824.91 frames. utt_duration=1302 frames, utt_pad_proportion=0.05202, over 1792.75 utterances.], batch size: 27, lr: 1.02e-03
2022-11-23 01:59:56,206 INFO [train.py:818] (0/4) Epoch 5, batch 150, loss[loss=0.1243, over 7454.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01041, over 17.00 utterances.], tot_loss[loss=0.137, over 777949.71 frames. utt_duration=1323 frames, utt_pad_proportion=0.04571, over 2354.10 utterances.], batch size: 17, lr: 1.02e-03
2022-11-23 02:00:31,923 INFO [train.py:818] (0/4) Epoch 5, batch 200, loss[loss=0.1292, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006131, over 20.00 utterances.], tot_loss[loss=0.1369, over 930520.56 frames. utt_duration=1331 frames, utt_pad_proportion=0.04161, over 2799.47 utterances.], batch size: 20, lr: 1.02e-03
2022-11-23 02:01:09,804 INFO [train.py:818] (0/4) Epoch 5, batch 250, loss[loss=0.1387, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006778, over 21.00 utterances.], tot_loss[loss=0.1364, over 1050018.71 frames. utt_duration=1313 frames, utt_pad_proportion=0.04529, over 3201.50 utterances.], batch size: 21, lr: 1.02e-03
2022-11-23 02:01:46,254 INFO [train.py:818] (0/4) Epoch 5, batch 300, loss[loss=0.1366, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008578, over 17.00 utterances.], tot_loss[loss=0.1353, over 1142032.82 frames. utt_duration=1277 frames, utt_pad_proportion=0.0553, over 3580.14 utterances.], batch size: 17, lr: 1.02e-03
2022-11-23 02:02:22,347 INFO [train.py:818] (0/4) Epoch 5, batch 350, loss[loss=0.1596, over 7171.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.00506, over 21.00 utterances.], tot_loss[loss=0.1354, over 1213958.59 frames. utt_duration=1273 frames, utt_pad_proportion=0.05449, over 3819.64 utterances.], batch size: 21, lr: 1.02e-03
2022-11-23 02:02:59,657 INFO [train.py:818] (0/4) Epoch 5, batch 400, loss[loss=0.1025, over 7212.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.01922, over 25.00 utterances.], tot_loss[loss=0.1345, over 1270161.61 frames. utt_duration=1285 frames, utt_pad_proportion=0.05307, over 3958.50 utterances.], batch size: 25, lr: 1.02e-03
2022-11-23 02:03:35,711 INFO [train.py:818] (0/4) Epoch 5, batch 450, loss[loss=0.1133, over 7285.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007081, over 19.00 utterances.], tot_loss[loss=0.1325, over 1313854.03 frames. utt_duration=1314 frames, utt_pad_proportion=0.04378, over 4005.17 utterances.], batch size: 19, lr: 1.01e-03
2022-11-23 02:04:11,246 INFO [train.py:818] (0/4) Epoch 5, batch 500, loss[loss=0.1517, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006204, over 20.00 utterances.], tot_loss[loss=0.1332, over 1346827.30 frames. utt_duration=1288 frames, utt_pad_proportion=0.05163, over 4186.30 utterances.], batch size: 20, lr: 1.01e-03
2022-11-23 02:04:48,141 INFO [train.py:818] (0/4) Epoch 5, batch 550, loss[loss=0.1039, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007079, over 21.00 utterances.], tot_loss[loss=0.1322, over 1373544.44 frames. utt_duration=1304 frames, utt_pad_proportion=0.04388, over 4219.19 utterances.], batch size: 21, lr: 1.01e-03
2022-11-23 02:05:23,602 INFO [train.py:818] (0/4) Epoch 5, batch 600, loss[loss=0.1026, over 7435.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.01362, over 17.00 utterances.], tot_loss[loss=0.131, over 1395027.74 frames. utt_duration=1317 frames, utt_pad_proportion=0.04131, over 4241.43 utterances.], batch size: 17, lr: 1.01e-03
2022-11-23 02:05:59,463 INFO [train.py:818] (0/4) Epoch 5, batch 650, loss[loss=0.1389, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.00545, over 21.00 utterances.], tot_loss[loss=0.1302, over 1410630.79 frames. utt_duration=1287 frames, utt_pad_proportion=0.04819, over 4389.15 utterances.], batch size: 21, lr: 1.01e-03
2022-11-23 02:06:36,152 INFO [train.py:818] (0/4) Epoch 5, batch 700, loss[loss=0.1537, over 7266.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.02626, over 27.00 utterances.], tot_loss[loss=0.1293, over 1422134.22 frames. utt_duration=1280 frames, utt_pad_proportion=0.04999, over 4448.88 utterances.], batch size: 27, lr: 1.01e-03
2022-11-23 02:07:12,007 INFO [train.py:818] (0/4) Epoch 5, batch 750, loss[loss=0.09919, over 7212.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.005066, over 18.00 utterances.], tot_loss[loss=0.1306, over 1431499.60 frames. utt_duration=1255 frames, utt_pad_proportion=0.05569, over 4568.69 utterances.], batch size: 18, lr: 1.01e-03
2022-11-23 02:07:47,224 INFO [train.py:818] (0/4) Epoch 5, batch 800, loss[loss=0.1963, over 7304.00 frames. utt_duration=770.2 frames, utt_pad_proportion=0.1258, over 38.00 utterances.], tot_loss[loss=0.1312, over 1439267.07 frames. utt_duration=1258 frames, utt_pad_proportion=0.05355, over 4581.69 utterances.], batch size: 38, lr: 1.01e-03
2022-11-23 02:08:24,914 INFO [train.py:818] (0/4) Epoch 5, batch 850, loss[loss=0.169, over 7353.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008049, over 23.00 utterances.], tot_loss[loss=0.1307, over 1444848.16 frames. utt_duration=1253 frames, utt_pad_proportion=0.05769, over 4617.74 utterances.], batch size: 23, lr: 1.01e-03
2022-11-23 02:09:01,690 INFO [train.py:818] (0/4) Epoch 5, batch 900, loss[loss=0.1022, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005751, over 21.00 utterances.], tot_loss[loss=0.1328, over 1449449.05 frames. utt_duration=1238 frames, utt_pad_proportion=0.0602, over 4688.28 utterances.], batch size: 21, lr: 1.01e-03
2022-11-23 02:09:39,297 INFO [train.py:818] (0/4) Epoch 5, batch 950, loss[loss=0.1173, over 7380.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005919, over 21.00 utterances.], tot_loss[loss=0.1339, over 1453517.80 frames. utt_duration=1258 frames, utt_pad_proportion=0.05327, over 4627.62 utterances.], batch size: 21, lr: 1.01e-03
2022-11-23 02:10:15,485 INFO [train.py:818] (0/4) Epoch 5, batch 1000, loss[loss=0.142, over 7271.00 frames. utt_duration=970.8 frames, utt_pad_proportion=0.05751, over 30.00 utterances.], tot_loss[loss=0.1347, over 1455792.40 frames. utt_duration=1263 frames, utt_pad_proportion=0.05015, over 4616.44 utterances.], batch size: 30, lr: 1.01e-03
2022-11-23 02:10:52,541 INFO [train.py:818] (0/4) Epoch 5, batch 1050, loss[loss=0.1433, over 7394.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005975, over 19.00 utterances.], tot_loss[loss=0.1356, over 1457662.05 frames. utt_duration=1283 frames, utt_pad_proportion=0.04577, over 4548.08 utterances.], batch size: 19, lr: 1.01e-03
2022-11-23 02:11:29,206 INFO [train.py:818] (0/4) Epoch 5, batch 1100, loss[loss=0.1479, over 7372.00 frames. utt_duration=952.8 frames, utt_pad_proportion=0.06401, over 31.00 utterances.], tot_loss[loss=0.1368, over 1459431.39 frames. utt_duration=1283 frames, utt_pad_proportion=0.04419, over 4554.73 utterances.], batch size: 31, lr: 1.01e-03
2022-11-23 02:12:05,404 INFO [train.py:818] (0/4) Epoch 5, batch 1150, loss[loss=0.122, over 7333.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009976, over 23.00 utterances.], tot_loss[loss=0.1377, over 1460947.88 frames. utt_duration=1257 frames, utt_pad_proportion=0.05293, over 4652.68 utterances.], batch size: 23, lr: 1.01e-03
2022-11-23 02:12:41,618 INFO [train.py:818] (0/4) Epoch 5, batch 1200, loss[loss=0.136, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005321, over 21.00 utterances.], tot_loss[loss=0.1382, over 1461418.28 frames. utt_duration=1248 frames, utt_pad_proportion=0.05366, over 4690.02 utterances.], batch size: 21, lr: 1.00e-03
2022-11-23 02:13:19,454 INFO [train.py:818] (0/4) Epoch 5, batch 1250, loss[loss=0.1459, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006881, over 19.00 utterances.], tot_loss[loss=0.1376, over 1463720.55 frames. utt_duration=1271 frames, utt_pad_proportion=0.05005, over 4610.82 utterances.], batch size: 19, lr: 1.00e-03
2022-11-23 02:13:56,638 INFO [train.py:818] (0/4) Epoch 5, batch 1300, loss[loss=0.1929, over 7237.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.01964, over 25.00 utterances.], tot_loss[loss=0.1373, over 1464727.49 frames. utt_duration=1241 frames, utt_pad_proportion=0.05907, over 4728.54 utterances.], batch size: 25, lr: 1.00e-03
2022-11-23 02:14:32,760 INFO [train.py:818] (0/4) Epoch 5, batch 1350, loss[loss=0.2125, over 7462.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01321, over 24.00 utterances.], tot_loss[loss=0.1364, over 1464767.95 frames. utt_duration=1259 frames, utt_pad_proportion=0.05192, over 4659.72 utterances.], batch size: 24, lr: 1.00e-03
2022-11-23 02:15:10,806 INFO [train.py:818] (0/4) Epoch 5, batch 1400, loss[loss=0.1133, over 7292.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01121, over 17.00 utterances.], tot_loss[loss=0.1387, over 1465813.32 frames. utt_duration=1237 frames, utt_pad_proportion=0.05794, over 4747.52 utterances.], batch size: 17, lr: 1.00e-03
2022-11-23 02:15:47,235 INFO [train.py:818] (0/4) Epoch 5, batch 1450, loss[loss=0.08164, over 7155.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01047, over 17.00 utterances.], tot_loss[loss=0.1387, over 1467222.98 frames. utt_duration=1216 frames, utt_pad_proportion=0.06601, over 4834.07 utterances.], batch size: 17, lr: 1.00e-03
2022-11-23 02:16:22,858 INFO [train.py:818] (0/4) Epoch 5, batch 1500, loss[loss=0.1687, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006423, over 21.00 utterances.], tot_loss[loss=0.1376, over 1467715.53 frames. utt_duration=1231 frames, utt_pad_proportion=0.06056, over 4776.88 utterances.], batch size: 21, lr: 1.00e-03
2022-11-23 02:17:00,224 INFO [train.py:818] (0/4) Epoch 5, batch 1550, loss[loss=0.09396, over 7200.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005484, over 19.00 utterances.], tot_loss[loss=0.1365, over 1466472.54 frames. utt_duration=1233 frames, utt_pad_proportion=0.05795, over 4761.67 utterances.], batch size: 19, lr: 1.00e-03
2022-11-23 02:17:37,117 INFO [train.py:818] (0/4) Epoch 5, batch 1600, loss[loss=0.1027, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006004, over 21.00 utterances.], tot_loss[loss=0.136, over 1465335.23 frames. utt_duration=1256 frames, utt_pad_proportion=0.0497, over 4672.17 utterances.], batch size: 21, lr: 9.99e-04
2022-11-23 02:18:13,322 INFO [train.py:818] (0/4) Epoch 5, batch 1650, loss[loss=0.09571, over 7432.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009487, over 18.00 utterances.], tot_loss[loss=0.1367, over 1465202.89 frames. utt_duration=1269 frames, utt_pad_proportion=0.04728, over 4623.30 utterances.], batch size: 18, lr: 9.98e-04
2022-11-23 02:18:49,865 INFO [train.py:818] (0/4) Epoch 5, batch 1700, loss[loss=0.1382, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006653, over 20.00 utterances.], tot_loss[loss=0.1354, over 1465571.35 frames. utt_duration=1290 frames, utt_pad_proportion=0.04096, over 4548.94 utterances.], batch size: 20, lr: 9.98e-04
2022-11-23 02:19:25,937 INFO [train.py:818] (0/4) Epoch 5, batch 1750, loss[loss=0.1235, over 7306.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.02958, over 27.00 utterances.], tot_loss[loss=0.1366, over 1465107.94 frames. utt_duration=1298 frames, utt_pad_proportion=0.03941, over 4520.31 utterances.], batch size: 27, lr: 9.97e-04
2022-11-23 02:20:02,607 INFO [train.py:818] (0/4) Epoch 5, batch 1800, loss[loss=0.1567, over 7182.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007559, over 22.00 utterances.], tot_loss[loss=0.1379, over 1464214.88 frames. utt_duration=1274 frames, utt_pad_proportion=0.04706, over 4601.30 utterances.], batch size: 22, lr: 9.96e-04
2022-11-23 02:20:39,364 INFO [train.py:818] (0/4) Epoch 5, batch 1850, loss[loss=0.1341, over 7455.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.007053, over 18.00 utterances.], tot_loss[loss=0.1382, over 1464000.79 frames. utt_duration=1274 frames, utt_pad_proportion=0.05041, over 4603.02 utterances.], batch size: 18, lr: 9.96e-04
2022-11-23 02:21:15,053 INFO [train.py:818] (0/4) Epoch 5, batch 1900, loss[loss=0.1158, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005552, over 20.00 utterances.], tot_loss[loss=0.1377, over 1463646.93 frames. utt_duration=1275 frames, utt_pad_proportion=0.04954, over 4598.90 utterances.], batch size: 20, lr: 9.95e-04
2022-11-23 02:21:51,122 INFO [train.py:818] (0/4) Epoch 5, batch 1950, loss[loss=0.1295, over 7164.00 frames. utt_duration=1366 frames, utt_pad_proportion=0.008985, over 21.00 utterances.], tot_loss[loss=0.1373, over 1464231.32 frames. utt_duration=1253 frames, utt_pad_proportion=0.05779, over 4679.95 utterances.], batch size: 21, lr: 9.94e-04
2022-11-23 02:22:28,194 INFO [train.py:818] (0/4) Epoch 5, batch 2000, loss[loss=0.1647, over 7304.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03519, over 27.00 utterances.], tot_loss[loss=0.1367, over 1464767.40 frames. utt_duration=1263 frames, utt_pad_proportion=0.0545, over 4645.84 utterances.], batch size: 27, lr: 9.94e-04
2022-11-23 02:23:05,195 INFO [train.py:818] (0/4) Epoch 5, batch 2050, loss[loss=0.1395, over 7102.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005178, over 18.00 utterances.], tot_loss[loss=0.1366, over 1464496.02 frames. utt_duration=1281 frames, utt_pad_proportion=0.05176, over 4580.09 utterances.], batch size: 18, lr: 9.93e-04
2022-11-23 02:23:41,324 INFO [train.py:818] (0/4) Epoch 5, batch 2100, loss[loss=0.1561, over 7195.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.0037, over 20.00 utterances.], tot_loss[loss=0.1363, over 1464214.50 frames. utt_duration=1293 frames, utt_pad_proportion=0.04612, over 4535.86 utterances.], batch size: 20, lr: 9.93e-04
2022-11-23 02:24:18,281 INFO [train.py:818] (0/4) Epoch 5, batch 2150, loss[loss=0.1026, over 7259.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.03192, over 16.00 utterances.], tot_loss[loss=0.1355, over 1463622.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.05211, over 4568.56 utterances.], batch size: 16, lr: 9.92e-04
2022-11-23 02:24:54,499 INFO [train.py:818] (0/4) Epoch 5, batch 2200, loss[loss=0.0989, over 7341.00 frames. utt_duration=948.3 frames, utt_pad_proportion=0.082, over 31.00 utterances.], tot_loss[loss=0.1361, over 1464486.00 frames. utt_duration=1254 frames, utt_pad_proportion=0.05887, over 4675.20 utterances.], batch size: 31, lr: 9.91e-04
2022-11-23 02:25:31,397 INFO [train.py:818] (0/4) Epoch 5, batch 2250, loss[loss=0.09247, over 7209.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004449, over 19.00 utterances.], tot_loss[loss=0.1353, over 1464729.20 frames. utt_duration=1263 frames, utt_pad_proportion=0.05764, over 4643.37 utterances.], batch size: 19, lr: 9.91e-04
2022-11-23 02:26:08,850 INFO [train.py:818] (0/4) Epoch 5, batch 2300, loss[loss=0.131, over 7464.00 frames. utt_duration=964.6 frames, utt_pad_proportion=0.06348, over 31.00 utterances.], tot_loss[loss=0.1343, over 1464809.93 frames. utt_duration=1275 frames, utt_pad_proportion=0.05497, over 4601.31 utterances.], batch size: 31, lr: 9.90e-04
2022-11-23 02:26:45,538 INFO [train.py:818] (0/4) Epoch 5, batch 2350, loss[loss=0.09168, over 7430.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.008698, over 18.00 utterances.], tot_loss[loss=0.1342, over 1465160.46 frames. utt_duration=1256 frames, utt_pad_proportion=0.05962, over 4672.02 utterances.], batch size: 18, lr: 9.89e-04
2022-11-23 02:27:22,328 INFO [train.py:818] (0/4) Epoch 5, batch 2400, loss[loss=0.1164, over 7372.00 frames. utt_duration=952.7 frames, utt_pad_proportion=0.07321, over 31.00 utterances.], tot_loss[loss=0.1328, over 1465704.19 frames. utt_duration=1269 frames, utt_pad_proportion=0.05236, over 4626.70 utterances.], batch size: 31, lr: 9.89e-04
2022-11-23 02:27:59,901 INFO [train.py:818] (0/4) Epoch 5, batch 2450, loss[loss=0.1285, over 7100.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005979, over 18.00 utterances.], tot_loss[loss=0.1353, over 1465414.50 frames. utt_duration=1238 frames, utt_pad_proportion=0.06118, over 4740.50 utterances.], batch size: 18, lr: 9.88e-04
2022-11-23 02:28:36,320 INFO [train.py:818] (0/4) Epoch 5, batch 2500, loss[loss=0.1044, over 7438.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.008822, over 17.00 utterances.], tot_loss[loss=0.1333, over 1465467.01 frames. utt_duration=1260 frames, utt_pad_proportion=0.05647, over 4656.87 utterances.], batch size: 17, lr: 9.87e-04
2022-11-23 02:29:13,999 INFO [train.py:818] (0/4) Epoch 5, batch 2550, loss[loss=0.1513, over 7157.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009233, over 17.00 utterances.], tot_loss[loss=0.1338, over 1464259.20 frames. utt_duration=1268 frames, utt_pad_proportion=0.05353, over 4623.90 utterances.], batch size: 17, lr: 9.87e-04
2022-11-23 02:29:50,705 INFO [train.py:818] (0/4) Epoch 5, batch 2600, loss[loss=0.09914, over 7192.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.005318, over 20.00 utterances.], tot_loss[loss=0.1329, over 1463358.38 frames. utt_duration=1273 frames, utt_pad_proportion=0.05029, over 4601.85 utterances.], batch size: 20, lr: 9.86e-04
2022-11-23 02:30:25,650 INFO [train.py:818] (0/4) Epoch 5, batch 2650, loss[loss=0.1944, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006188, over 21.00 utterances.], tot_loss[loss=0.1336, over 1462629.14 frames. utt_duration=1286 frames, utt_pad_proportion=0.04427, over 4555.80 utterances.], batch size: 21, lr: 9.85e-04
2022-11-23 02:31:03,060 INFO [train.py:818] (0/4) Epoch 5, batch 2700, loss[loss=0.1334, over 7349.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008723, over 23.00 utterances.], tot_loss[loss=0.1336, over 1462770.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05082, over 4633.98 utterances.], batch size: 23, lr: 9.85e-04
2022-11-23 02:31:40,274 INFO [train.py:818] (0/4) Epoch 5, batch 2750, loss[loss=0.1301, over 7171.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.006056, over 21.00 utterances.], tot_loss[loss=0.1334, over 1463706.04 frames. utt_duration=1263 frames, utt_pad_proportion=0.05166, over 4642.86 utterances.], batch size: 21, lr: 9.84e-04
2022-11-23 02:32:16,691 INFO [train.py:818] (0/4) Epoch 5, batch 2800, loss[loss=0.127, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008422, over 18.00 utterances.], tot_loss[loss=0.1335, over 1464989.13 frames. utt_duration=1266 frames, utt_pad_proportion=0.04789, over 4633.41 utterances.], batch size: 18, lr: 9.84e-04
2022-11-23 02:32:54,658 INFO [train.py:818] (0/4) Epoch 5, batch 2850, loss[loss=0.136, over 7444.00 frames. utt_duration=764.7 frames, utt_pad_proportion=0.132, over 39.00 utterances.], tot_loss[loss=0.1336, over 1464661.36 frames. utt_duration=1234 frames, utt_pad_proportion=0.05793, over 4754.62 utterances.], batch size: 39, lr: 9.83e-04
2022-11-23 02:33:31,037 INFO [train.py:818] (0/4) Epoch 5, batch 2900, loss[loss=0.1025, over 7428.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005285, over 22.00 utterances.], tot_loss[loss=0.1334, over 1464231.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.05475, over 4677.20 utterances.], batch size: 22, lr: 9.82e-04
2022-11-23 02:34:08,541 INFO [train.py:818] (0/4) Epoch 5, batch 2950, loss[loss=0.1358, over 7194.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006073, over 20.00 utterances.], tot_loss[loss=0.1322, over 1464064.71 frames. utt_duration=1217 frames, utt_pad_proportion=0.0681, over 4819.72 utterances.], batch size: 20, lr: 9.82e-04
2022-11-23 02:34:43,830 INFO [train.py:818] (0/4) Epoch 5, batch 3000, loss[loss=0.1232, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005345, over 20.00 utterances.], tot_loss[loss=0.1309, over 1464841.65 frames. utt_duration=1244 frames, utt_pad_proportion=0.06104, over 4714.40 utterances.], batch size: 20, lr: 9.81e-04
2022-11-23 02:34:43,832 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 02:35:04,026 INFO [train.py:847] (0/4) Epoch 5, validation: loss=0.0781, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 02:35:40,482 INFO [train.py:818] (0/4) Epoch 5, batch 3050, loss[loss=0.1285, over 7325.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007414, over 18.00 utterances.], tot_loss[loss=0.1302, over 1465385.76 frames. utt_duration=1249 frames, utt_pad_proportion=0.05797, over 4700.00 utterances.], batch size: 18, lr: 9.80e-04
2022-11-23 02:36:17,111 INFO [train.py:818] (0/4) Epoch 5, batch 3100, loss[loss=0.1019, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004765, over 20.00 utterances.], tot_loss[loss=0.1294, over 1463791.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05321, over 4614.62 utterances.], batch size: 20, lr: 9.80e-04
2022-11-23 02:36:54,012 INFO [train.py:818] (0/4) Epoch 5, batch 3150, loss[loss=0.1477, over 7469.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01453, over 24.00 utterances.], tot_loss[loss=0.1305, over 1464391.97 frames. utt_duration=1287 frames, utt_pad_proportion=0.04799, over 4556.64 utterances.], batch size: 24, lr: 9.79e-04
2022-11-23 02:37:31,571 INFO [train.py:818] (0/4) Epoch 5, batch 3200, loss[loss=0.1219, over 7185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01127, over 23.00 utterances.], tot_loss[loss=0.1318, over 1464411.51 frames. utt_duration=1266 frames, utt_pad_proportion=0.0547, over 4631.94 utterances.], batch size: 23, lr: 9.79e-04
2022-11-23 02:38:08,399 INFO [train.py:818] (0/4) Epoch 5, batch 3250, loss[loss=0.1241, over 7464.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01561, over 24.00 utterances.], tot_loss[loss=0.131, over 1465634.85 frames. utt_duration=1293 frames, utt_pad_proportion=0.04724, over 4540.42 utterances.], batch size: 24, lr: 9.78e-04
2022-11-23 02:38:43,057 INFO [train.py:818] (0/4) Epoch 5, batch 3300, loss[loss=0.1146, over 7231.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01587, over 24.00 utterances.], tot_loss[loss=0.1295, over 1465423.08 frames. utt_duration=1306 frames, utt_pad_proportion=0.04142, over 4492.32 utterances.], batch size: 24, lr: 9.77e-04
2022-11-23 02:39:21,328 INFO [train.py:818] (0/4) Epoch 5, batch 3350, loss[loss=0.1397, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009194, over 23.00 utterances.], tot_loss[loss=0.1293, over 1466087.09 frames. utt_duration=1287 frames, utt_pad_proportion=0.04794, over 4562.66 utterances.], batch size: 23, lr: 9.77e-04
2022-11-23 02:39:58,049 INFO [train.py:818] (0/4) Epoch 5, batch 3400, loss[loss=0.07931, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.008651, over 17.00 utterances.], tot_loss[loss=0.1299, over 1467225.41 frames. utt_duration=1289 frames, utt_pad_proportion=0.04608, over 4557.66 utterances.], batch size: 17, lr: 9.76e-04
2022-11-23 02:40:34,291 INFO [train.py:818] (0/4) Epoch 5, batch 3450, loss[loss=0.1074, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005683, over 21.00 utterances.], tot_loss[loss=0.132, over 1467449.93 frames. utt_duration=1256 frames, utt_pad_proportion=0.05322, over 4680.63 utterances.], batch size: 21, lr: 9.76e-04
2022-11-23 02:41:12,285 INFO [train.py:818] (0/4) Epoch 5, batch 3500, loss[loss=0.2139, over 7426.00 frames. utt_duration=425.9 frames, utt_pad_proportion=0.3335, over 70.00 utterances.], tot_loss[loss=0.1314, over 1467260.92 frames. utt_duration=1268 frames, utt_pad_proportion=0.05007, over 4634.49 utterances.], batch size: 70, lr: 9.75e-04
2022-11-23 02:41:48,655 INFO [train.py:818] (0/4) Epoch 5, batch 3550, loss[loss=0.1565, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005939, over 20.00 utterances.], tot_loss[loss=0.1313, over 1466340.83 frames. utt_duration=1289 frames, utt_pad_proportion=0.04447, over 4554.10 utterances.], batch size: 20, lr: 9.74e-04
2022-11-23 02:42:25,560 INFO [train.py:818] (0/4) Epoch 5, batch 3600, loss[loss=0.1471, over 7181.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006768, over 21.00 utterances.], tot_loss[loss=0.1325, over 1465843.86 frames. utt_duration=1264 frames, utt_pad_proportion=0.05421, over 4643.17 utterances.], batch size: 21, lr: 9.74e-04
2022-11-23 02:43:02,863 INFO [train.py:818] (0/4) Epoch 5, batch 3650, loss[loss=0.1337, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006423, over 21.00 utterances.], tot_loss[loss=0.1313, over 1465848.06 frames. utt_duration=1282 frames, utt_pad_proportion=0.0516, over 4577.93 utterances.], batch size: 21, lr: 9.73e-04
2022-11-23 02:43:38,730 INFO [train.py:818] (0/4) Epoch 5, batch 3700, loss[loss=0.1724, over 7302.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03284, over 27.00 utterances.], tot_loss[loss=0.1325, over 1467084.60 frames. utt_duration=1278 frames, utt_pad_proportion=0.05351, over 4598.82 utterances.], batch size: 27, lr: 9.72e-04
2022-11-23 02:44:15,798 INFO [train.py:818] (0/4) Epoch 5, batch 3750, loss[loss=0.1889, over 7238.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01478, over 24.00 utterances.], tot_loss[loss=0.1348, over 1467071.78 frames. utt_duration=1235 frames, utt_pad_proportion=0.06416, over 4758.37 utterances.], batch size: 24, lr: 9.72e-04
2022-11-23 02:44:52,435 INFO [train.py:818] (0/4) Epoch 5, batch 3800, loss[loss=0.1135, over 7420.00 frames. utt_duration=1650 frames, utt_pad_proportion=0.009898, over 18.00 utterances.], tot_loss[loss=0.1334, over 1465854.30 frames. utt_duration=1249 frames, utt_pad_proportion=0.05727, over 4701.06 utterances.], batch size: 18, lr: 9.71e-04
2022-11-23 02:45:28,386 INFO [train.py:818] (0/4) Epoch 5, batch 3850, loss[loss=0.1341, over 7354.00 frames. utt_duration=775.7 frames, utt_pad_proportion=0.1195, over 38.00 utterances.], tot_loss[loss=0.1317, over 1466057.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05352, over 4648.65 utterances.], batch size: 38, lr: 9.71e-04
2022-11-23 02:46:05,377 INFO [train.py:818] (0/4) Epoch 5, batch 3900, loss[loss=0.1481, over 7338.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.03084, over 27.00 utterances.], tot_loss[loss=0.1303, over 1466634.75 frames. utt_duration=1280 frames, utt_pad_proportion=0.04722, over 4589.44 utterances.], batch size: 27, lr: 9.70e-04
2022-11-23 02:46:42,042 INFO [train.py:818] (0/4) Epoch 5, batch 3950, loss[loss=0.1282, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00621, over 19.00 utterances.], tot_loss[loss=0.1297, over 1466549.84 frames. utt_duration=1280 frames, utt_pad_proportion=0.04678, over 4587.05 utterances.], batch size: 19, lr: 9.69e-04
2022-11-23 02:47:18,714 INFO [train.py:818] (0/4) Epoch 5, batch 4000, loss[loss=0.1221, over 7401.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005606, over 19.00 utterances.], tot_loss[loss=0.1293, over 1467032.90 frames. utt_duration=1272 frames, utt_pad_proportion=0.05187, over 4617.60 utterances.], batch size: 19, lr: 9.69e-04
2022-11-23 02:47:56,120 INFO [train.py:818] (0/4) Epoch 5, batch 4050, loss[loss=0.1439, over 7467.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01411, over 24.00 utterances.], tot_loss[loss=0.1285, over 1466367.75 frames. utt_duration=1287 frames, utt_pad_proportion=0.0452, over 4562.93 utterances.], batch size: 24, lr: 9.68e-04
2022-11-23 02:48:33,476 INFO [train.py:818] (0/4) Epoch 5, batch 4100, loss[loss=0.163, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005186, over 21.00 utterances.], tot_loss[loss=0.1317, over 1466991.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.05958, over 4702.03 utterances.], batch size: 21, lr: 9.68e-04
2022-11-23 02:49:10,052 INFO [train.py:818] (0/4) Epoch 5, batch 4150, loss[loss=0.1538, over 7472.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.00664, over 20.00 utterances.], tot_loss[loss=0.1357, over 1467695.46 frames. utt_duration=1271 frames, utt_pad_proportion=0.05125, over 4623.86 utterances.], batch size: 20, lr: 9.67e-04
2022-11-23 02:49:47,319 INFO [train.py:818] (0/4) Epoch 5, batch 4200, loss[loss=0.1764, over 7418.00 frames. utt_duration=762.3 frames, utt_pad_proportion=0.1268, over 39.00 utterances.], tot_loss[loss=0.1388, over 1466284.88 frames. utt_duration=1272 frames, utt_pad_proportion=0.0515, over 4615.06 utterances.], batch size: 39, lr: 9.66e-04
2022-11-23 02:50:23,745 INFO [train.py:818] (0/4) Epoch 5, batch 4250, loss[loss=0.1542, over 7307.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008338, over 18.00 utterances.], tot_loss[loss=0.142, over 1466819.30 frames. utt_duration=1256 frames, utt_pad_proportion=0.0597, over 4675.50 utterances.], batch size: 18, lr: 9.66e-04
2022-11-23 02:51:00,179 INFO [train.py:818] (0/4) Epoch 5, batch 4300, loss[loss=0.1764, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.00925, over 22.00 utterances.], tot_loss[loss=0.1462, over 1466201.30 frames. utt_duration=1247 frames, utt_pad_proportion=0.05999, over 4708.70 utterances.], batch size: 22, lr: 9.65e-04
2022-11-23 02:51:37,181 INFO [train.py:818] (0/4) Epoch 5, batch 4350, loss[loss=0.1742, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005825, over 19.00 utterances.], tot_loss[loss=0.1501, over 1465571.42 frames. utt_duration=1246 frames, utt_pad_proportion=0.05901, over 4710.93 utterances.], batch size: 19, lr: 9.65e-04
2022-11-23 02:52:13,230 INFO [train.py:818] (0/4) Epoch 5, batch 4400, loss[loss=0.1244, over 7470.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01408, over 24.00 utterances.], tot_loss[loss=0.1531, over 1465365.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05053, over 4610.72 utterances.], batch size: 24, lr: 9.64e-04
2022-11-23 02:52:29,410 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-40000.pt
2022-11-23 02:52:59,488 INFO [train.py:818] (0/4) Epoch 5, batch 4450, loss[loss=0.1795, over 7414.00 frames. utt_duration=425.3 frames, utt_pad_proportion=0.3386, over 70.00 utterances.], tot_loss[loss=0.1531, over 1464817.35 frames. utt_duration=1270 frames, utt_pad_proportion=0.04997, over 4617.35 utterances.], batch size: 70, lr: 9.63e-04
2022-11-23 02:53:35,994 INFO [train.py:818] (0/4) Epoch 5, batch 4500, loss[loss=0.1866, over 7451.00 frames. utt_duration=962.5 frames, utt_pad_proportion=0.06096, over 31.00 utterances.], tot_loss[loss=0.1566, over 1465471.29 frames. utt_duration=1275 frames, utt_pad_proportion=0.0473, over 4602.88 utterances.], batch size: 31, lr: 9.63e-04
2022-11-23 02:54:13,601 INFO [train.py:818] (0/4) Epoch 5, batch 4550, loss[loss=0.1426, over 7108.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004478, over 18.00 utterances.], tot_loss[loss=0.1573, over 1465677.36 frames. utt_duration=1250 frames, utt_pad_proportion=0.0593, over 4695.87 utterances.], batch size: 18, lr: 9.62e-04
2022-11-23 02:54:50,671 INFO [train.py:818] (0/4) Epoch 5, batch 4600, loss[loss=0.1736, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005091, over 21.00 utterances.], tot_loss[loss=0.1592, over 1465759.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.05537, over 4662.68 utterances.], batch size: 21, lr: 9.62e-04
2022-11-23 02:55:28,828 INFO [train.py:818] (0/4) Epoch 5, batch 4650, loss[loss=0.1453, over 7214.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02279, over 25.00 utterances.], tot_loss[loss=0.1604, over 1466144.15 frames. utt_duration=1217 frames, utt_pad_proportion=0.06895, over 4823.65 utterances.], batch size: 25, lr: 9.61e-04
2022-11-23 02:56:05,061 INFO [train.py:818] (0/4) Epoch 5, batch 4700, loss[loss=0.1955, over 7468.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01323, over 24.00 utterances.], tot_loss[loss=0.1644, over 1465973.09 frames. utt_duration=1215 frames, utt_pad_proportion=0.06737, over 4832.76 utterances.], batch size: 24, lr: 9.60e-04
2022-11-23 02:56:42,473 INFO [train.py:818] (0/4) Epoch 5, batch 4750, loss[loss=0.107, over 7321.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.00782, over 18.00 utterances.], tot_loss[loss=0.164, over 1465667.98 frames. utt_duration=1230 frames, utt_pad_proportion=0.06331, over 4772.62 utterances.], batch size: 18, lr: 9.60e-04
2022-11-23 02:57:18,558 INFO [train.py:818] (0/4) Epoch 5, batch 4800, loss[loss=0.1506, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.004779, over 21.00 utterances.], tot_loss[loss=0.1657, over 1463424.58 frames. utt_duration=1231 frames, utt_pad_proportion=0.06358, over 4760.29 utterances.], batch size: 21, lr: 9.59e-04
2022-11-23 02:57:55,324 INFO [train.py:818] (0/4) Epoch 5, batch 4850, loss[loss=0.1166, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005109, over 19.00 utterances.], tot_loss[loss=0.1659, over 1463114.75 frames. utt_duration=1237 frames, utt_pad_proportion=0.06344, over 4736.09 utterances.], batch size: 19, lr: 9.59e-04
2022-11-23 02:58:32,020 INFO [train.py:818] (0/4) Epoch 5, batch 4900, loss[loss=0.2498, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005654, over 21.00 utterances.], tot_loss[loss=0.1681, over 1463465.79 frames. utt_duration=1232 frames, utt_pad_proportion=0.06563, over 4756.49 utterances.], batch size: 21, lr: 9.58e-04
2022-11-23 02:59:09,076 INFO [train.py:818] (0/4) Epoch 5, batch 4950, loss[loss=0.1849, over 7246.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01363, over 24.00 utterances.], tot_loss[loss=0.1677, over 1462841.53 frames. utt_duration=1241 frames, utt_pad_proportion=0.06504, over 4719.62 utterances.], batch size: 24, lr: 9.58e-04
2022-11-23 02:59:44,770 INFO [train.py:818] (0/4) Epoch 5, batch 5000, loss[loss=0.1487, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006847, over 21.00 utterances.], tot_loss[loss=0.1682, over 1463056.35 frames. utt_duration=1226 frames, utt_pad_proportion=0.06703, over 4780.89 utterances.], batch size: 21, lr: 9.57e-04
2022-11-23 03:00:22,928 INFO [train.py:818] (0/4) Epoch 5, batch 5050, loss[loss=0.1429, over 7297.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.0104, over 17.00 utterances.], tot_loss[loss=0.1693, over 1465552.29 frames. utt_duration=1252 frames, utt_pad_proportion=0.05915, over 4687.38 utterances.], batch size: 17, lr: 9.56e-04
2022-11-23 03:00:59,205 INFO [train.py:818] (0/4) Epoch 5, batch 5100, loss[loss=0.1137, over 7452.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01064, over 17.00 utterances.], tot_loss[loss=0.1688, over 1465263.29 frames. utt_duration=1238 frames, utt_pad_proportion=0.06362, over 4739.76 utterances.], batch size: 17, lr: 9.56e-04
2022-11-23 03:01:36,485 INFO [train.py:818] (0/4) Epoch 5, batch 5150, loss[loss=0.2262, over 7429.00 frames. utt_duration=426.1 frames, utt_pad_proportion=0.3269, over 70.00 utterances.], tot_loss[loss=0.1689, over 1465801.88 frames. utt_duration=1209 frames, utt_pad_proportion=0.07244, over 4855.21 utterances.], batch size: 70, lr: 9.55e-04
2022-11-23 03:02:14,572 INFO [train.py:818] (0/4) Epoch 5, batch 5200, loss[loss=0.1974, over 7282.00 frames. utt_duration=768 frames, utt_pad_proportion=0.1262, over 38.00 utterances.], tot_loss[loss=0.1685, over 1465696.45 frames. utt_duration=1194 frames, utt_pad_proportion=0.07514, over 4917.61 utterances.], batch size: 38, lr: 9.55e-04
2022-11-23 03:02:50,374 INFO [train.py:818] (0/4) Epoch 5, batch 5250, loss[loss=0.1797, over 7412.00 frames. utt_duration=957.9 frames, utt_pad_proportion=0.0718, over 31.00 utterances.], tot_loss[loss=0.1677, over 1464938.78 frames. utt_duration=1229 frames, utt_pad_proportion=0.06457, over 4773.77 utterances.], batch size: 31, lr: 9.54e-04
2022-11-23 03:03:26,596 INFO [train.py:818] (0/4) Epoch 5, batch 5300, loss[loss=0.1794, over 7116.00 frames. utt_duration=1583 frames, utt_pad_proportion=0.004021, over 18.00 utterances.], tot_loss[loss=0.1674, over 1465934.95 frames. utt_duration=1217 frames, utt_pad_proportion=0.06993, over 4825.32 utterances.], batch size: 18, lr: 9.54e-04
2022-11-23 03:04:03,927 INFO [train.py:818] (0/4) Epoch 5, batch 5350, loss[loss=0.1467, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005273, over 19.00 utterances.], tot_loss[loss=0.1667, over 1464706.75 frames. utt_duration=1223 frames, utt_pad_proportion=0.066, over 4795.97 utterances.], batch size: 19, lr: 9.53e-04
2022-11-23 03:04:41,686 INFO [train.py:818] (0/4) Epoch 5, batch 5400, loss[loss=0.1361, over 7165.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007815, over 17.00 utterances.], tot_loss[loss=0.1675, over 1465488.74 frames. utt_duration=1183 frames, utt_pad_proportion=0.07958, over 4961.63 utterances.], batch size: 17, lr: 9.52e-04
2022-11-23 03:05:19,436 INFO [train.py:818] (0/4) Epoch 5, batch 5450, loss[loss=0.1895, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009504, over 17.00 utterances.], tot_loss[loss=0.1672, over 1465715.03 frames. utt_duration=1190 frames, utt_pad_proportion=0.07622, over 4934.24 utterances.], batch size: 17, lr: 9.52e-04
2022-11-23 03:05:56,376 INFO [train.py:818] (0/4) Epoch 5, batch 5500, loss[loss=0.1361, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00637, over 21.00 utterances.], tot_loss[loss=0.1668, over 1464942.33 frames. utt_duration=1199 frames, utt_pad_proportion=0.07276, over 4893.91 utterances.], batch size: 21, lr: 9.51e-04
2022-11-23 03:06:32,985 INFO [train.py:818] (0/4) Epoch 5, batch 5550, loss[loss=0.1467, over 7292.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005484, over 21.00 utterances.], tot_loss[loss=0.1676, over 1465392.75 frames. utt_duration=1204 frames, utt_pad_proportion=0.06996, over 4876.19 utterances.], batch size: 21, lr: 9.51e-04
2022-11-23 03:07:10,561 INFO [train.py:818] (0/4) Epoch 5, batch 5600, loss[loss=0.1382, over 7494.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005701, over 19.00 utterances.], tot_loss[loss=0.168, over 1466005.92 frames. utt_duration=1215 frames, utt_pad_proportion=0.06789, over 4831.65 utterances.], batch size: 19, lr: 9.50e-04
2022-11-23 03:07:48,263 INFO [train.py:818] (0/4) Epoch 5, batch 5650, loss[loss=0.1891, over 7353.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008184, over 23.00 utterances.], tot_loss[loss=0.1682, over 1466401.52 frames. utt_duration=1213 frames, utt_pad_proportion=0.06742, over 4840.08 utterances.], batch size: 23, lr: 9.50e-04
2022-11-23 03:08:25,017 INFO [train.py:818] (0/4) Epoch 5, batch 5700, loss[loss=0.1365, over 7314.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008261, over 18.00 utterances.], tot_loss[loss=0.1684, over 1466418.70 frames. utt_duration=1209 frames, utt_pad_proportion=0.06947, over 4858.94 utterances.], batch size: 18, lr: 9.49e-04
2022-11-23 03:09:02,696 INFO [train.py:818] (0/4) Epoch 5, batch 5750, loss[loss=0.1592, over 7191.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.007103, over 20.00 utterances.], tot_loss[loss=0.1683, over 1466334.57 frames. utt_duration=1180 frames, utt_pad_proportion=0.08138, over 4975.09 utterances.], batch size: 20, lr: 9.48e-04
2022-11-23 03:09:39,521 INFO [train.py:818] (0/4) Epoch 5, batch 5800, loss[loss=0.2345, over 7438.00 frames. utt_duration=398.2 frames, utt_pad_proportion=0.3567, over 75.00 utterances.], tot_loss[loss=0.1681, over 1465765.04 frames. utt_duration=1202 frames, utt_pad_proportion=0.07799, over 4884.65 utterances.], batch size: 75, lr: 9.48e-04
2022-11-23 03:10:17,891 INFO [train.py:818] (0/4) Epoch 5, batch 5850, loss[loss=0.1581, over 7377.00 frames. utt_duration=758.5 frames, utt_pad_proportion=0.1381, over 39.00 utterances.], tot_loss[loss=0.1656, over 1465586.52 frames. utt_duration=1206 frames, utt_pad_proportion=0.07242, over 4867.67 utterances.], batch size: 39, lr: 9.47e-04
2022-11-23 03:10:55,386 INFO [train.py:818] (0/4) Epoch 5, batch 5900, loss[loss=0.1059, over 7296.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009261, over 17.00 utterances.], tot_loss[loss=0.1648, over 1464509.66 frames. utt_duration=1209 frames, utt_pad_proportion=0.07368, over 4851.67 utterances.], batch size: 17, lr: 9.47e-04
2022-11-23 03:11:33,039 INFO [train.py:818] (0/4) Epoch 5, batch 5950, loss[loss=0.1314, over 7463.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.009743, over 17.00 utterances.], tot_loss[loss=0.1668, over 1466101.66 frames. utt_duration=1220 frames, utt_pad_proportion=0.06895, over 4811.77 utterances.], batch size: 17, lr: 9.46e-04
2022-11-23 03:12:10,207 INFO [train.py:818] (0/4) Epoch 5, batch 6000, loss[loss=0.1511, over 7332.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.008844, over 23.00 utterances.], tot_loss[loss=0.166, over 1465478.16 frames. utt_duration=1248 frames, utt_pad_proportion=0.05937, over 4701.72 utterances.], batch size: 23, lr: 9.46e-04
2022-11-23 03:12:10,209 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 03:12:30,179 INFO [train.py:847] (0/4) Epoch 5, validation: loss=0.06857, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 03:13:06,946 INFO [train.py:818] (0/4) Epoch 5, batch 6050, loss[loss=0.1936, over 7232.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02039, over 25.00 utterances.], tot_loss[loss=0.1659, over 1465439.31 frames. utt_duration=1258 frames, utt_pad_proportion=0.0528, over 4666.78 utterances.], batch size: 25, lr: 9.45e-04
2022-11-23 03:13:44,513 INFO [train.py:818] (0/4) Epoch 5, batch 6100, loss[loss=0.1846, over 7398.00 frames. utt_duration=780.1 frames, utt_pad_proportion=0.1074, over 38.00 utterances.], tot_loss[loss=0.1647, over 1465210.11 frames. utt_duration=1271 frames, utt_pad_proportion=0.05053, over 4617.64 utterances.], batch size: 38, lr: 9.44e-04
2022-11-23 03:14:21,780 INFO [train.py:818] (0/4) Epoch 5, batch 6150, loss[loss=0.1109, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008222, over 18.00 utterances.], tot_loss[loss=0.1646, over 1466059.86 frames. utt_duration=1249 frames, utt_pad_proportion=0.05507, over 4702.16 utterances.], batch size: 18, lr: 9.44e-04
2022-11-23 03:14:57,669 INFO [train.py:818] (0/4) Epoch 5, batch 6200, loss[loss=0.2723, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008663, over 22.00 utterances.], tot_loss[loss=0.1651, over 1465885.01 frames. utt_duration=1249 frames, utt_pad_proportion=0.05173, over 4702.13 utterances.], batch size: 22, lr: 9.43e-04
2022-11-23 03:15:36,163 INFO [train.py:818] (0/4) Epoch 5, batch 6250, loss[loss=0.2036, over 7438.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.06736, over 31.00 utterances.], tot_loss[loss=0.1646, over 1466144.69 frames. utt_duration=1240 frames, utt_pad_proportion=0.05465, over 4734.64 utterances.], batch size: 31, lr: 9.43e-04
2022-11-23 03:16:12,601 INFO [train.py:818] (0/4) Epoch 5, batch 6300, loss[loss=0.1315, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006522, over 18.00 utterances.], tot_loss[loss=0.1631, over 1466873.33 frames. utt_duration=1245 frames, utt_pad_proportion=0.05702, over 4719.69 utterances.], batch size: 18, lr: 9.42e-04
2022-11-23 03:16:49,322 INFO [train.py:818] (0/4) Epoch 5, batch 6350, loss[loss=0.1363, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007217, over 21.00 utterances.], tot_loss[loss=0.164, over 1466728.01 frames. utt_duration=1255 frames, utt_pad_proportion=0.05764, over 4681.91 utterances.], batch size: 21, lr: 9.42e-04
2022-11-23 03:17:26,121 INFO [train.py:818] (0/4) Epoch 5, batch 6400, loss[loss=0.1751, over 7186.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007311, over 22.00 utterances.], tot_loss[loss=0.1649, over 1467189.09 frames. utt_duration=1243 frames, utt_pad_proportion=0.0601, over 4728.52 utterances.], batch size: 22, lr: 9.41e-04
2022-11-23 03:18:03,884 INFO [train.py:818] (0/4) Epoch 5, batch 6450, loss[loss=0.2101, over 7472.00 frames. utt_duration=434.6 frames, utt_pad_proportion=0.3146, over 69.00 utterances.], tot_loss[loss=0.1671, over 1466789.92 frames. utt_duration=1201 frames, utt_pad_proportion=0.07522, over 4891.63 utterances.], batch size: 69, lr: 9.41e-04
2022-11-23 03:18:41,134 INFO [train.py:818] (0/4) Epoch 5, batch 6500, loss[loss=0.193, over 7299.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005243, over 19.00 utterances.], tot_loss[loss=0.1661, over 1467150.56 frames. utt_duration=1207 frames, utt_pad_proportion=0.07348, over 4868.70 utterances.], batch size: 19, lr: 9.40e-04
2022-11-23 03:19:17,824 INFO [train.py:818] (0/4) Epoch 5, batch 6550, loss[loss=0.1286, over 7208.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005514, over 18.00 utterances.], tot_loss[loss=0.1657, over 1467131.06 frames. utt_duration=1190 frames, utt_pad_proportion=0.07421, over 4935.86 utterances.], batch size: 18, lr: 9.39e-04
2022-11-23 03:19:54,953 INFO [train.py:818] (0/4) Epoch 5, batch 6600, loss[loss=0.1793, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005674, over 20.00 utterances.], tot_loss[loss=0.1648, over 1466411.11 frames. utt_duration=1187 frames, utt_pad_proportion=0.07452, over 4948.49 utterances.], batch size: 20, lr: 9.39e-04
2022-11-23 03:20:33,484 INFO [train.py:818] (0/4) Epoch 5, batch 6650, loss[loss=0.1956, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01543, over 24.00 utterances.], tot_loss[loss=0.164, over 1465868.56 frames. utt_duration=1181 frames, utt_pad_proportion=0.07622, over 4970.02 utterances.], batch size: 24, lr: 9.38e-04
2022-11-23 03:21:10,457 INFO [train.py:818] (0/4) Epoch 5, batch 6700, loss[loss=0.1458, over 7487.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01262, over 24.00 utterances.], tot_loss[loss=0.1654, over 1466128.75 frames. utt_duration=1158 frames, utt_pad_proportion=0.085, over 5071.49 utterances.], batch size: 24, lr: 9.38e-04
2022-11-23 03:21:47,644 INFO [train.py:818] (0/4) Epoch 5, batch 6750, loss[loss=0.1155, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005784, over 21.00 utterances.], tot_loss[loss=0.1667, over 1466417.09 frames. utt_duration=1149 frames, utt_pad_proportion=0.09028, over 5109.96 utterances.], batch size: 21, lr: 9.37e-04
2022-11-23 03:22:25,612 INFO [train.py:818] (0/4) Epoch 5, batch 6800, loss[loss=0.1629, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02374, over 25.00 utterances.], tot_loss[loss=0.1662, over 1465849.65 frames. utt_duration=1144 frames, utt_pad_proportion=0.09416, over 5130.09 utterances.], batch size: 25, lr: 9.37e-04
2022-11-23 03:23:03,445 INFO [train.py:818] (0/4) Epoch 5, batch 6850, loss[loss=0.1365, over 7470.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007631, over 20.00 utterances.], tot_loss[loss=0.1655, over 1465410.61 frames. utt_duration=1163 frames, utt_pad_proportion=0.08695, over 5047.59 utterances.], batch size: 20, lr: 9.36e-04
2022-11-23 03:23:41,447 INFO [train.py:818] (0/4) Epoch 5, batch 6900, loss[loss=0.166, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008621, over 18.00 utterances.], tot_loss[loss=0.1616, over 1465918.32 frames. utt_duration=1190 frames, utt_pad_proportion=0.08085, over 4933.41 utterances.], batch size: 18, lr: 9.36e-04
2022-11-23 03:24:18,822 INFO [train.py:818] (0/4) Epoch 5, batch 6950, loss[loss=0.1617, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004556, over 21.00 utterances.], tot_loss[loss=0.1618, over 1466204.83 frames. utt_duration=1202 frames, utt_pad_proportion=0.0739, over 4886.09 utterances.], batch size: 21, lr: 9.35e-04
2022-11-23 03:24:56,487 INFO [train.py:818] (0/4) Epoch 5, batch 7000, loss[loss=0.2416, over 7446.00 frames. utt_duration=409.5 frames, utt_pad_proportion=0.355, over 73.00 utterances.], tot_loss[loss=0.1603, over 1466824.60 frames. utt_duration=1212 frames, utt_pad_proportion=0.07172, over 4848.85 utterances.], batch size: 73, lr: 9.35e-04
2022-11-23 03:25:33,668 INFO [train.py:818] (0/4) Epoch 5, batch 7050, loss[loss=0.2062, over 7341.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02921, over 27.00 utterances.], tot_loss[loss=0.1607, over 1465969.02 frames. utt_duration=1225 frames, utt_pad_proportion=0.06603, over 4792.12 utterances.], batch size: 27, lr: 9.34e-04
2022-11-23 03:26:11,942 INFO [train.py:818] (0/4) Epoch 5, batch 7100, loss[loss=0.1466, over 7464.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.008332, over 17.00 utterances.], tot_loss[loss=0.1605, over 1465312.71 frames. utt_duration=1223 frames, utt_pad_proportion=0.06553, over 4796.66 utterances.], batch size: 17, lr: 9.33e-04
2022-11-23 03:26:48,654 INFO [train.py:818] (0/4) Epoch 5, batch 7150, loss[loss=0.1269, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004582, over 20.00 utterances.], tot_loss[loss=0.1624, over 1465034.14 frames. utt_duration=1224 frames, utt_pad_proportion=0.06398, over 4794.61 utterances.], batch size: 20, lr: 9.33e-04
2022-11-23 03:27:26,548 INFO [train.py:818] (0/4) Epoch 5, batch 7200, loss[loss=0.1691, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00623, over 19.00 utterances.], tot_loss[loss=0.1605, over 1465578.43 frames. utt_duration=1210 frames, utt_pad_proportion=0.07195, over 4849.41 utterances.], batch size: 19, lr: 9.32e-04
2022-11-23 03:28:03,774 INFO [train.py:818] (0/4) Epoch 5, batch 7250, loss[loss=0.2084, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005522, over 21.00 utterances.], tot_loss[loss=0.1586, over 1465335.15 frames. utt_duration=1220 frames, utt_pad_proportion=0.07028, over 4809.09 utterances.], batch size: 21, lr: 9.32e-04
2022-11-23 03:28:40,237 INFO [train.py:818] (0/4) Epoch 5, batch 7300, loss[loss=0.1484, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005867, over 21.00 utterances.], tot_loss[loss=0.1581, over 1465302.76 frames. utt_duration=1217 frames, utt_pad_proportion=0.07452, over 4821.44 utterances.], batch size: 21, lr: 9.31e-04
2022-11-23 03:29:18,236 INFO [train.py:818] (0/4) Epoch 5, batch 7350, loss[loss=0.1449, over 7476.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01364, over 24.00 utterances.], tot_loss[loss=0.1581, over 1466310.11 frames. utt_duration=1219 frames, utt_pad_proportion=0.07114, over 4815.54 utterances.], batch size: 24, lr: 9.31e-04
2022-11-23 03:29:55,303 INFO [train.py:818] (0/4) Epoch 5, batch 7400, loss[loss=0.1372, over 7483.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.01106, over 23.00 utterances.], tot_loss[loss=0.1581, over 1465340.27 frames. utt_duration=1231 frames, utt_pad_proportion=0.06564, over 4768.80 utterances.], batch size: 23, lr: 9.30e-04
2022-11-23 03:30:32,714 INFO [train.py:818] (0/4) Epoch 5, batch 7450, loss[loss=0.1505, over 7200.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006479, over 18.00 utterances.], tot_loss[loss=0.1567, over 1466571.77 frames. utt_duration=1237 frames, utt_pad_proportion=0.06434, over 4747.54 utterances.], batch size: 18, lr: 9.30e-04
2022-11-23 03:31:10,022 INFO [train.py:818] (0/4) Epoch 5, batch 7500, loss[loss=0.1541, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005767, over 21.00 utterances.], tot_loss[loss=0.1586, over 1466664.67 frames. utt_duration=1206 frames, utt_pad_proportion=0.07169, over 4870.35 utterances.], batch size: 21, lr: 9.29e-04
2022-11-23 03:31:47,345 INFO [train.py:818] (0/4) Epoch 5, batch 7550, loss[loss=0.1566, over 7483.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004453, over 21.00 utterances.], tot_loss[loss=0.1589, over 1466173.81 frames. utt_duration=1208 frames, utt_pad_proportion=0.0699, over 4862.06 utterances.], batch size: 21, lr: 9.29e-04
2022-11-23 03:32:25,937 INFO [train.py:818] (0/4) Epoch 5, batch 7600, loss[loss=0.1614, over 7435.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.006339, over 17.00 utterances.], tot_loss[loss=0.16, over 1465815.34 frames. utt_duration=1209 frames, utt_pad_proportion=0.07169, over 4857.04 utterances.], batch size: 17, lr: 9.28e-04
2022-11-23 03:33:03,322 INFO [train.py:818] (0/4) Epoch 5, batch 7650, loss[loss=0.1776, over 7463.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006945, over 21.00 utterances.], tot_loss[loss=0.16, over 1465985.84 frames. utt_duration=1185 frames, utt_pad_proportion=0.07925, over 4956.78 utterances.], batch size: 21, lr: 9.28e-04
2022-11-23 03:33:40,116 INFO [train.py:818] (0/4) Epoch 5, batch 7700, loss[loss=0.1303, over 7210.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004379, over 20.00 utterances.], tot_loss[loss=0.1593, over 1466209.29 frames. utt_duration=1216 frames, utt_pad_proportion=0.06844, over 4830.72 utterances.], batch size: 20, lr: 9.27e-04
2022-11-23 03:34:18,853 INFO [train.py:818] (0/4) Epoch 5, batch 7750, loss[loss=0.1337, over 7489.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004648, over 20.00 utterances.], tot_loss[loss=0.1597, over 1466903.64 frames. utt_duration=1181 frames, utt_pad_proportion=0.08192, over 4975.55 utterances.], batch size: 20, lr: 9.27e-04
2022-11-23 03:34:54,209 INFO [train.py:818] (0/4) Epoch 5, batch 7800, loss[loss=0.1505, over 7320.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.01003, over 23.00 utterances.], tot_loss[loss=0.1595, over 1466581.05 frames. utt_duration=1211 frames, utt_pad_proportion=0.07072, over 4850.83 utterances.], batch size: 23, lr: 9.26e-04
2022-11-23 03:35:31,856 INFO [train.py:818] (0/4) Epoch 5, batch 7850, loss[loss=0.1487, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006116, over 20.00 utterances.], tot_loss[loss=0.159, over 1467138.61 frames. utt_duration=1215 frames, utt_pad_proportion=0.07168, over 4837.43 utterances.], batch size: 20, lr: 9.25e-04
2022-11-23 03:36:08,660 INFO [train.py:818] (0/4) Epoch 5, batch 7900, loss[loss=0.1351, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.007972, over 17.00 utterances.], tot_loss[loss=0.159, over 1466753.29 frames. utt_duration=1194 frames, utt_pad_proportion=0.0779, over 4919.79 utterances.], batch size: 17, lr: 9.25e-04
2022-11-23 03:36:45,912 INFO [train.py:818] (0/4) Epoch 5, batch 7950, loss[loss=0.1686, over 7377.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.005355, over 21.00 utterances.], tot_loss[loss=0.1584, over 1466784.64 frames. utt_duration=1191 frames, utt_pad_proportion=0.0787, over 4930.87 utterances.], batch size: 21, lr: 9.24e-04
2022-11-23 03:37:25,213 INFO [train.py:818] (0/4) Epoch 5, batch 8000, loss[loss=0.19, over 7420.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006188, over 22.00 utterances.], tot_loss[loss=0.1589, over 1466451.23 frames. utt_duration=1189 frames, utt_pad_proportion=0.07909, over 4941.73 utterances.], batch size: 22, lr: 9.24e-04
2022-11-23 03:38:01,360 INFO [train.py:818] (0/4) Epoch 5, batch 8050, loss[loss=0.1371, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006591, over 22.00 utterances.], tot_loss[loss=0.1625, over 1465377.18 frames. utt_duration=1186 frames, utt_pad_proportion=0.07833, over 4947.08 utterances.], batch size: 22, lr: 9.23e-04
2022-11-23 03:38:37,910 INFO [train.py:818] (0/4) Epoch 5, batch 8100, loss[loss=0.1627, over 7290.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.004604, over 20.00 utterances.], tot_loss[loss=0.1622, over 1465633.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.06621, over 4801.86 utterances.], batch size: 20, lr: 9.23e-04
2022-11-23 03:39:15,190 INFO [train.py:818] (0/4) Epoch 5, batch 8150, loss[loss=0.1896, over 7480.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004486, over 21.00 utterances.], tot_loss[loss=0.1604, over 1465040.16 frames. utt_duration=1235 frames, utt_pad_proportion=0.06365, over 4752.60 utterances.], batch size: 21, lr: 9.22e-04
2022-11-23 03:39:52,137 INFO [train.py:818] (0/4) Epoch 5, batch 8200, loss[loss=0.1011, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009456, over 17.00 utterances.], tot_loss[loss=0.1591, over 1465976.38 frames. utt_duration=1254 frames, utt_pad_proportion=0.05838, over 4680.86 utterances.], batch size: 17, lr: 9.22e-04
2022-11-23 03:40:29,522 INFO [train.py:818] (0/4) Epoch 5, batch 8250, loss[loss=0.134, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004869, over 20.00 utterances.], tot_loss[loss=0.1598, over 1465839.47 frames. utt_duration=1222 frames, utt_pad_proportion=0.06808, over 4804.02 utterances.], batch size: 20, lr: 9.21e-04
2022-11-23 03:41:06,628 INFO [train.py:818] (0/4) Epoch 5, batch 8300, loss[loss=0.1546, over 7298.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01006, over 18.00 utterances.], tot_loss[loss=0.1598, over 1465794.04 frames. utt_duration=1237 frames, utt_pad_proportion=0.06167, over 4744.31 utterances.], batch size: 18, lr: 9.21e-04
2022-11-23 03:41:44,208 INFO [train.py:818] (0/4) Epoch 5, batch 8350, loss[loss=0.1348, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007163, over 22.00 utterances.], tot_loss[loss=0.1612, over 1465837.45 frames. utt_duration=1221 frames, utt_pad_proportion=0.06702, over 4807.57 utterances.], batch size: 22, lr: 9.20e-04
2022-11-23 03:42:21,523 INFO [train.py:818] (0/4) Epoch 5, batch 8400, loss[loss=0.1233, over 7288.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005961, over 21.00 utterances.], tot_loss[loss=0.1598, over 1465755.91 frames. utt_duration=1214 frames, utt_pad_proportion=0.06727, over 4834.44 utterances.], batch size: 21, lr: 9.20e-04
2022-11-23 03:42:57,998 INFO [train.py:818] (0/4) Epoch 5, batch 8450, loss[loss=0.1524, over 7304.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004899, over 19.00 utterances.], tot_loss[loss=0.1576, over 1465379.91 frames. utt_duration=1215 frames, utt_pad_proportion=0.06711, over 4830.83 utterances.], batch size: 19, lr: 9.19e-04
2022-11-23 03:43:35,320 INFO [train.py:818] (0/4) Epoch 5, batch 8500, loss[loss=0.1671, over 7329.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.009782, over 23.00 utterances.], tot_loss[loss=0.1584, over 1466294.09 frames. utt_duration=1219 frames, utt_pad_proportion=0.06592, over 4818.66 utterances.], batch size: 23, lr: 9.19e-04
2022-11-23 03:44:14,638 INFO [train.py:818] (0/4) Epoch 5, batch 8550, loss[loss=0.1375, over 7489.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02312, over 26.00 utterances.], tot_loss[loss=0.1615, over 1466780.57 frames. utt_duration=1184 frames, utt_pad_proportion=0.07809, over 4963.65 utterances.], batch size: 26, lr: 9.18e-04
2022-11-23 03:44:51,387 INFO [train.py:818] (0/4) Epoch 5, batch 8600, loss[loss=0.1763, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.00818, over 22.00 utterances.], tot_loss[loss=0.1606, over 1465285.53 frames. utt_duration=1208 frames, utt_pad_proportion=0.07023, over 4859.22 utterances.], batch size: 22, lr: 9.18e-04
2022-11-23 03:45:27,147 INFO [train.py:818] (0/4) Epoch 5, batch 8650, loss[loss=0.1644, over 7458.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009129, over 17.00 utterances.], tot_loss[loss=0.1598, over 1466011.51 frames. utt_duration=1218 frames, utt_pad_proportion=0.06734, over 4822.10 utterances.], batch size: 17, lr: 9.17e-04
2022-11-23 03:46:04,706 INFO [train.py:818] (0/4) Epoch 5, batch 8700, loss[loss=0.1541, over 7341.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009235, over 23.00 utterances.], tot_loss[loss=0.16, over 1466492.94 frames. utt_duration=1205 frames, utt_pad_proportion=0.07147, over 4872.55 utterances.], batch size: 23, lr: 9.17e-04
2022-11-23 03:46:40,005 INFO [train.py:818] (0/4) Epoch 5, batch 8750, loss[loss=0.1269, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008854, over 23.00 utterances.], tot_loss[loss=0.1577, over 1466681.15 frames. utt_duration=1239 frames, utt_pad_proportion=0.06001, over 4738.84 utterances.], batch size: 23, lr: 9.16e-04
2022-11-23 03:47:17,390 INFO [train.py:818] (0/4) Epoch 5, batch 8800, loss[loss=0.1653, over 7477.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0137, over 24.00 utterances.], tot_loss[loss=0.1585, over 1468199.98 frames. utt_duration=1190 frames, utt_pad_proportion=0.07774, over 4941.49 utterances.], batch size: 24, lr: 9.16e-04
2022-11-23 03:47:54,292 INFO [train.py:818] (0/4) Epoch 5, batch 8850, loss[loss=0.186, over 7313.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007861, over 17.00 utterances.], tot_loss[loss=0.1581, over 1468877.59 frames. utt_duration=1213 frames, utt_pad_proportion=0.07022, over 4850.30 utterances.], batch size: 17, lr: 9.15e-04
2022-11-23 03:48:32,286 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-5.pt
2022-11-23 03:49:14,712 INFO [train.py:818] (0/4) Epoch 6, batch 0, loss[loss=0.129, over 7206.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00507, over 19.00 utterances.], tot_loss[loss=0.129, over 7206.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00507, over 19.00 utterances.], batch size: 19, lr: 8.79e-04
2022-11-23 03:49:51,777 INFO [train.py:818] (0/4) Epoch 6, batch 50, loss[loss=0.1157, over 7430.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.007474, over 18.00 utterances.], tot_loss[loss=0.1272, over 329984.95 frames. utt_duration=1257 frames, utt_pad_proportion=0.04324, over 1051.27 utterances.], batch size: 18, lr: 8.78e-04
2022-11-23 03:50:27,699 INFO [train.py:818] (0/4) Epoch 6, batch 100, loss[loss=0.09873, over 7487.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.00964, over 23.00 utterances.], tot_loss[loss=0.1233, over 580903.99 frames. utt_duration=1299 frames, utt_pad_proportion=0.03859, over 1791.43 utterances.], batch size: 23, lr: 8.78e-04
2022-11-23 03:51:04,351 INFO [train.py:818] (0/4) Epoch 6, batch 150, loss[loss=0.1707, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005446, over 20.00 utterances.], tot_loss[loss=0.1244, over 776893.04 frames. utt_duration=1257 frames, utt_pad_proportion=0.05671, over 2474.80 utterances.], batch size: 20, lr: 8.77e-04
2022-11-23 03:51:39,913 INFO [train.py:818] (0/4) Epoch 6, batch 200, loss[loss=0.1676, over 7327.00 frames. utt_duration=978.3 frames, utt_pad_proportion=0.05108, over 30.00 utterances.], tot_loss[loss=0.1248, over 929566.89 frames. utt_duration=1270 frames, utt_pad_proportion=0.05123, over 2930.08 utterances.], batch size: 30, lr: 8.77e-04
2022-11-23 03:52:16,782 INFO [train.py:818] (0/4) Epoch 6, batch 250, loss[loss=0.1202, over 7295.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007876, over 22.00 utterances.], tot_loss[loss=0.1241, over 1048190.93 frames. utt_duration=1239 frames, utt_pad_proportion=0.05819, over 3389.39 utterances.], batch size: 22, lr: 8.76e-04
2022-11-23 03:52:53,943 INFO [train.py:818] (0/4) Epoch 6, batch 300, loss[loss=0.1237, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03389, over 27.00 utterances.], tot_loss[loss=0.1246, over 1141334.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.05599, over 3687.30 utterances.], batch size: 27, lr: 8.76e-04
2022-11-23 03:53:30,191 INFO [train.py:818] (0/4) Epoch 6, batch 350, loss[loss=0.1224, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005606, over 19.00 utterances.], tot_loss[loss=0.1229, over 1213120.80 frames. utt_duration=1276 frames, utt_pad_proportion=0.04724, over 3806.13 utterances.], batch size: 19, lr: 8.76e-04
2022-11-23 03:54:07,398 INFO [train.py:818] (0/4) Epoch 6, batch 400, loss[loss=0.1748, over 7369.00 frames. utt_duration=434.6 frames, utt_pad_proportion=0.3219, over 68.00 utterances.], tot_loss[loss=0.1216, over 1267934.57 frames. utt_duration=1248 frames, utt_pad_proportion=0.05749, over 4070.23 utterances.], batch size: 68, lr: 8.75e-04
2022-11-23 03:54:44,745 INFO [train.py:818] (0/4) Epoch 6, batch 450, loss[loss=0.1409, over 7276.00 frames. utt_duration=971.3 frames, utt_pad_proportion=0.0579, over 30.00 utterances.], tot_loss[loss=0.1218, over 1309875.65 frames. utt_duration=1236 frames, utt_pad_proportion=0.05804, over 4242.88 utterances.], batch size: 30, lr: 8.75e-04
2022-11-23 03:55:20,377 INFO [train.py:818] (0/4) Epoch 6, batch 500, loss[loss=0.128, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006226, over 22.00 utterances.], tot_loss[loss=0.1217, over 1345360.97 frames. utt_duration=1251 frames, utt_pad_proportion=0.05366, over 4306.83 utterances.], batch size: 22, lr: 8.74e-04
2022-11-23 03:55:56,628 INFO [train.py:818] (0/4) Epoch 6, batch 550, loss[loss=0.1224, over 7406.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007894, over 22.00 utterances.], tot_loss[loss=0.1197, over 1371268.22 frames. utt_duration=1272 frames, utt_pad_proportion=0.05009, over 4317.39 utterances.], batch size: 22, lr: 8.74e-04
2022-11-23 03:56:33,330 INFO [train.py:818] (0/4) Epoch 6, batch 600, loss[loss=0.09119, over 7384.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006218, over 19.00 utterances.], tot_loss[loss=0.1204, over 1391816.84 frames. utt_duration=1274 frames, utt_pad_proportion=0.05055, over 4374.85 utterances.], batch size: 19, lr: 8.73e-04
2022-11-23 03:57:09,762 INFO [train.py:818] (0/4) Epoch 6, batch 650, loss[loss=0.111, over 7331.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.1439, over 39.00 utterances.], tot_loss[loss=0.1209, over 1408386.47 frames. utt_duration=1272 frames, utt_pad_proportion=0.04966, over 4434.34 utterances.], batch size: 39, lr: 8.73e-04
2022-11-23 03:57:46,643 INFO [train.py:818] (0/4) Epoch 6, batch 700, loss[loss=0.1391, over 7270.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03928, over 27.00 utterances.], tot_loss[loss=0.1199, over 1421486.37 frames. utt_duration=1275 frames, utt_pad_proportion=0.05111, over 4466.42 utterances.], batch size: 27, lr: 8.72e-04
2022-11-23 03:58:24,246 INFO [train.py:818] (0/4) Epoch 6, batch 750, loss[loss=0.1043, over 7491.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006098, over 19.00 utterances.], tot_loss[loss=0.1189, over 1430497.10 frames. utt_duration=1293 frames, utt_pad_proportion=0.04736, over 4431.10 utterances.], batch size: 19, lr: 8.72e-04
2022-11-23 03:59:01,370 INFO [train.py:818] (0/4) Epoch 6, batch 800, loss[loss=0.134, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005782, over 21.00 utterances.], tot_loss[loss=0.119, over 1439740.98 frames. utt_duration=1280 frames, utt_pad_proportion=0.05098, over 4503.57 utterances.], batch size: 21, lr: 8.71e-04
2022-11-23 03:59:37,190 INFO [train.py:818] (0/4) Epoch 6, batch 850, loss[loss=0.1396, over 7436.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009154, over 18.00 utterances.], tot_loss[loss=0.1203, over 1445226.08 frames. utt_duration=1281 frames, utt_pad_proportion=0.04897, over 4516.89 utterances.], batch size: 18, lr: 8.71e-04
2022-11-23 04:00:13,218 INFO [train.py:818] (0/4) Epoch 6, batch 900, loss[loss=0.1288, over 7286.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007081, over 19.00 utterances.], tot_loss[loss=0.1198, over 1449120.34 frames. utt_duration=1286 frames, utt_pad_proportion=0.04552, over 4511.06 utterances.], batch size: 19, lr: 8.70e-04
2022-11-23 04:00:51,557 INFO [train.py:818] (0/4) Epoch 6, batch 950, loss[loss=0.1484, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009181, over 22.00 utterances.], tot_loss[loss=0.1208, over 1454268.97 frames. utt_duration=1280 frames, utt_pad_proportion=0.04786, over 4550.64 utterances.], batch size: 22, lr: 8.70e-04
2022-11-23 04:01:26,621 INFO [train.py:818] (0/4) Epoch 6, batch 1000, loss[loss=0.1202, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006423, over 21.00 utterances.], tot_loss[loss=0.1209, over 1455587.55 frames. utt_duration=1309 frames, utt_pad_proportion=0.04045, over 4454.43 utterances.], batch size: 21, lr: 8.69e-04
2022-11-23 04:02:03,432 INFO [train.py:818] (0/4) Epoch 6, batch 1050, loss[loss=0.08453, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.007132, over 17.00 utterances.], tot_loss[loss=0.12, over 1458061.39 frames. utt_duration=1324 frames, utt_pad_proportion=0.03999, over 4410.79 utterances.], batch size: 17, lr: 8.69e-04
2022-11-23 04:02:40,339 INFO [train.py:818] (0/4) Epoch 6, batch 1100, loss[loss=0.1734, over 7207.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02404, over 25.00 utterances.], tot_loss[loss=0.1227, over 1459472.65 frames. utt_duration=1292 frames, utt_pad_proportion=0.04613, over 4523.79 utterances.], batch size: 25, lr: 8.68e-04
2022-11-23 04:03:16,887 INFO [train.py:818] (0/4) Epoch 6, batch 1150, loss[loss=0.1128, over 7338.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01031, over 23.00 utterances.], tot_loss[loss=0.1243, over 1460805.41 frames. utt_duration=1270 frames, utt_pad_proportion=0.0534, over 4607.78 utterances.], batch size: 23, lr: 8.68e-04
2022-11-23 04:03:52,392 INFO [train.py:818] (0/4) Epoch 6, batch 1200, loss[loss=0.1166, over 7480.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.00571, over 20.00 utterances.], tot_loss[loss=0.1253, over 1461947.92 frames. utt_duration=1275 frames, utt_pad_proportion=0.05269, over 4591.36 utterances.], batch size: 20, lr: 8.67e-04
2022-11-23 04:04:29,858 INFO [train.py:818] (0/4) Epoch 6, batch 1250, loss[loss=0.1119, over 7466.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008361, over 17.00 utterances.], tot_loss[loss=0.1269, over 1463185.84 frames. utt_duration=1266 frames, utt_pad_proportion=0.0537, over 4630.33 utterances.], batch size: 17, lr: 8.67e-04
2022-11-23 04:05:05,473 INFO [train.py:818] (0/4) Epoch 6, batch 1300, loss[loss=0.1168, over 7452.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01091, over 17.00 utterances.], tot_loss[loss=0.1274, over 1463793.19 frames. utt_duration=1291 frames, utt_pad_proportion=0.04634, over 4541.57 utterances.], batch size: 17, lr: 8.66e-04
2022-11-23 04:05:42,460 INFO [train.py:818] (0/4) Epoch 6, batch 1350, loss[loss=0.1178, over 7247.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.01897, over 16.00 utterances.], tot_loss[loss=0.1276, over 1465354.20 frames. utt_duration=1278 frames, utt_pad_proportion=0.04978, over 4590.28 utterances.], batch size: 16, lr: 8.66e-04
2022-11-23 04:06:20,085 INFO [train.py:818] (0/4) Epoch 6, batch 1400, loss[loss=0.1431, over 7309.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009144, over 17.00 utterances.], tot_loss[loss=0.1285, over 1465572.90 frames. utt_duration=1238 frames, utt_pad_proportion=0.06489, over 4742.64 utterances.], batch size: 17, lr: 8.66e-04
2022-11-23 04:06:56,459 INFO [train.py:818] (0/4) Epoch 6, batch 1450, loss[loss=0.08546, over 7185.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.006012, over 18.00 utterances.], tot_loss[loss=0.1276, over 1466586.15 frames. utt_duration=1236 frames, utt_pad_proportion=0.06565, over 4750.36 utterances.], batch size: 18, lr: 8.65e-04
2022-11-23 04:07:32,402 INFO [train.py:818] (0/4) Epoch 6, batch 1500, loss[loss=0.1268, over 7107.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.00493, over 18.00 utterances.], tot_loss[loss=0.1283, over 1464957.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.06367, over 4704.29 utterances.], batch size: 18, lr: 8.65e-04
2022-11-23 04:08:10,094 INFO [train.py:818] (0/4) Epoch 6, batch 1550, loss[loss=0.1456, over 7218.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01499, over 24.00 utterances.], tot_loss[loss=0.128, over 1465535.73 frames. utt_duration=1242 frames, utt_pad_proportion=0.06627, over 4724.85 utterances.], batch size: 24, lr: 8.64e-04
2022-11-23 04:08:47,095 INFO [train.py:818] (0/4) Epoch 6, batch 1600, loss[loss=0.08604, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006897, over 18.00 utterances.], tot_loss[loss=0.1272, over 1465442.90 frames. utt_duration=1264 frames, utt_pad_proportion=0.05708, over 4642.91 utterances.], batch size: 18, lr: 8.64e-04
2022-11-23 04:09:24,429 INFO [train.py:818] (0/4) Epoch 6, batch 1650, loss[loss=0.09793, over 7157.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.008136, over 17.00 utterances.], tot_loss[loss=0.1288, over 1465243.27 frames. utt_duration=1258 frames, utt_pad_proportion=0.06065, over 4664.19 utterances.], batch size: 17, lr: 8.63e-04
2022-11-23 04:09:59,894 INFO [train.py:818] (0/4) Epoch 6, batch 1700, loss[loss=0.1231, over 7335.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01091, over 23.00 utterances.], tot_loss[loss=0.1271, over 1465255.20 frames. utt_duration=1285 frames, utt_pad_proportion=0.05228, over 4565.77 utterances.], batch size: 23, lr: 8.63e-04
2022-11-23 04:10:36,327 INFO [train.py:818] (0/4) Epoch 6, batch 1750, loss[loss=0.1483, over 7421.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.00582, over 22.00 utterances.], tot_loss[loss=0.1268, over 1465958.84 frames. utt_duration=1299 frames, utt_pad_proportion=0.04801, over 4520.66 utterances.], batch size: 22, lr: 8.62e-04
2022-11-23 04:11:13,184 INFO [train.py:818] (0/4) Epoch 6, batch 1800, loss[loss=0.138, over 7219.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02225, over 25.00 utterances.], tot_loss[loss=0.1265, over 1465350.21 frames. utt_duration=1294 frames, utt_pad_proportion=0.05079, over 4535.27 utterances.], batch size: 25, lr: 8.62e-04
2022-11-23 04:11:49,647 INFO [train.py:818] (0/4) Epoch 6, batch 1850, loss[loss=0.09306, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008422, over 18.00 utterances.], tot_loss[loss=0.1273, over 1465174.36 frames. utt_duration=1295 frames, utt_pad_proportion=0.04795, over 4529.71 utterances.], batch size: 18, lr: 8.61e-04
2022-11-23 04:12:26,448 INFO [train.py:818] (0/4) Epoch 6, batch 1900, loss[loss=0.1475, over 7229.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02206, over 25.00 utterances.], tot_loss[loss=0.1275, over 1465692.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.05333, over 4579.56 utterances.], batch size: 25, lr: 8.61e-04
2022-11-23 04:13:03,548 INFO [train.py:818] (0/4) Epoch 6, batch 1950, loss[loss=0.1083, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005474, over 20.00 utterances.], tot_loss[loss=0.1272, over 1466617.26 frames. utt_duration=1270 frames, utt_pad_proportion=0.05535, over 4623.33 utterances.], batch size: 20, lr: 8.60e-04
2022-11-23 04:13:39,805 INFO [train.py:818] (0/4) Epoch 6, batch 2000, loss[loss=0.1246, over 7349.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008156, over 23.00 utterances.], tot_loss[loss=0.1259, over 1465582.59 frames. utt_duration=1258 frames, utt_pad_proportion=0.05961, over 4665.53 utterances.], batch size: 23, lr: 8.60e-04
2022-11-23 04:14:16,034 INFO [train.py:818] (0/4) Epoch 6, batch 2050, loss[loss=0.1562, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01358, over 24.00 utterances.], tot_loss[loss=0.1263, over 1465019.30 frames. utt_duration=1242 frames, utt_pad_proportion=0.06388, over 4722.59 utterances.], batch size: 24, lr: 8.60e-04
2022-11-23 04:14:52,663 INFO [train.py:818] (0/4) Epoch 6, batch 2100, loss[loss=0.1102, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006421, over 22.00 utterances.], tot_loss[loss=0.1252, over 1465664.65 frames. utt_duration=1248 frames, utt_pad_proportion=0.06304, over 4704.25 utterances.], batch size: 22, lr: 8.59e-04
2022-11-23 04:15:29,531 INFO [train.py:818] (0/4) Epoch 6, batch 2150, loss[loss=0.08412, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008843, over 17.00 utterances.], tot_loss[loss=0.1238, over 1465457.88 frames. utt_duration=1221 frames, utt_pad_proportion=0.07091, over 4807.28 utterances.], batch size: 17, lr: 8.59e-04
2022-11-23 04:16:05,405 INFO [train.py:818] (0/4) Epoch 6, batch 2200, loss[loss=0.1522, over 7466.00 frames. utt_duration=440.7 frames, utt_pad_proportion=0.3048, over 68.00 utterances.], tot_loss[loss=0.1247, over 1466116.27 frames. utt_duration=1223 frames, utt_pad_proportion=0.06807, over 4800.89 utterances.], batch size: 68, lr: 8.58e-04
2022-11-23 04:16:42,857 INFO [train.py:818] (0/4) Epoch 6, batch 2250, loss[loss=0.1248, over 7428.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.007078, over 17.00 utterances.], tot_loss[loss=0.1254, over 1465710.46 frames. utt_duration=1222 frames, utt_pad_proportion=0.0699, over 4801.71 utterances.], batch size: 17, lr: 8.58e-04
2022-11-23 04:17:19,271 INFO [train.py:818] (0/4) Epoch 6, batch 2300, loss[loss=0.1145, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005553, over 21.00 utterances.], tot_loss[loss=0.1244, over 1465816.86 frames. utt_duration=1228 frames, utt_pad_proportion=0.06885, over 4779.72 utterances.], batch size: 21, lr: 8.57e-04
2022-11-23 04:17:55,673 INFO [train.py:818] (0/4) Epoch 6, batch 2350, loss[loss=0.102, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.00746, over 20.00 utterances.], tot_loss[loss=0.1237, over 1465221.60 frames. utt_duration=1247 frames, utt_pad_proportion=0.06271, over 4706.79 utterances.], batch size: 20, lr: 8.57e-04
2022-11-23 04:18:32,048 INFO [train.py:818] (0/4) Epoch 6, batch 2400, loss[loss=0.09528, over 7206.00 frames. utt_duration=1804 frames, utt_pad_proportion=0.02559, over 16.00 utterances.], tot_loss[loss=0.1221, over 1466159.83 frames. utt_duration=1266 frames, utt_pad_proportion=0.05674, over 4637.18 utterances.], batch size: 16, lr: 8.56e-04
2022-11-23 04:19:09,216 INFO [train.py:818] (0/4) Epoch 6, batch 2450, loss[loss=0.1349, over 7374.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.007728, over 20.00 utterances.], tot_loss[loss=0.123, over 1465842.32 frames. utt_duration=1276 frames, utt_pad_proportion=0.0544, over 4601.73 utterances.], batch size: 20, lr: 8.56e-04
2022-11-23 04:19:45,892 INFO [train.py:818] (0/4) Epoch 6, batch 2500, loss[loss=0.09596, over 7308.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.004389, over 19.00 utterances.], tot_loss[loss=0.1221, over 1466431.45 frames. utt_duration=1276 frames, utt_pad_proportion=0.0528, over 4602.28 utterances.], batch size: 19, lr: 8.55e-04
2022-11-23 04:20:22,200 INFO [train.py:818] (0/4) Epoch 6, batch 2550, loss[loss=0.1284, over 7393.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004674, over 21.00 utterances.], tot_loss[loss=0.1232, over 1466222.13 frames. utt_duration=1282 frames, utt_pad_proportion=0.05365, over 4581.47 utterances.], batch size: 21, lr: 8.55e-04
2022-11-23 04:20:58,971 INFO [train.py:818] (0/4) Epoch 6, batch 2600, loss[loss=0.1318, over 7483.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01324, over 24.00 utterances.], tot_loss[loss=0.1236, over 1467130.37 frames. utt_duration=1289 frames, utt_pad_proportion=0.05068, over 4559.41 utterances.], batch size: 24, lr: 8.55e-04
2022-11-23 04:21:35,909 INFO [train.py:818] (0/4) Epoch 6, batch 2650, loss[loss=0.131, over 7418.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006221, over 22.00 utterances.], tot_loss[loss=0.1243, over 1467192.38 frames. utt_duration=1269 frames, utt_pad_proportion=0.05575, over 4631.73 utterances.], batch size: 22, lr: 8.54e-04
2022-11-23 04:22:11,270 INFO [train.py:818] (0/4) Epoch 6, batch 2700, loss[loss=0.08531, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008675, over 17.00 utterances.], tot_loss[loss=0.1234, over 1466600.48 frames. utt_duration=1273 frames, utt_pad_proportion=0.05596, over 4615.54 utterances.], batch size: 17, lr: 8.54e-04
2022-11-23 04:22:48,295 INFO [train.py:818] (0/4) Epoch 6, batch 2750, loss[loss=0.09525, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005749, over 21.00 utterances.], tot_loss[loss=0.1225, over 1466759.13 frames. utt_duration=1249 frames, utt_pad_proportion=0.06428, over 4702.46 utterances.], batch size: 21, lr: 8.53e-04
2022-11-23 04:23:25,184 INFO [train.py:818] (0/4) Epoch 6, batch 2800, loss[loss=0.1998, over 7284.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006744, over 20.00 utterances.], tot_loss[loss=0.1246, over 1466658.89 frames. utt_duration=1246 frames, utt_pad_proportion=0.06248, over 4715.73 utterances.], batch size: 20, lr: 8.53e-04
2022-11-23 04:24:00,836 INFO [train.py:818] (0/4) Epoch 6, batch 2850, loss[loss=0.1663, over 7376.00 frames. utt_duration=758.1 frames, utt_pad_proportion=0.1385, over 39.00 utterances.], tot_loss[loss=0.1255, over 1466441.46 frames. utt_duration=1238 frames, utt_pad_proportion=0.06188, over 4744.23 utterances.], batch size: 39, lr: 8.52e-04
2022-11-23 04:24:36,369 INFO [train.py:818] (0/4) Epoch 6, batch 2900, loss[loss=0.1636, over 7387.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005747, over 19.00 utterances.], tot_loss[loss=0.1258, over 1466612.86 frames. utt_duration=1247 frames, utt_pad_proportion=0.05797, over 4710.81 utterances.], batch size: 19, lr: 8.52e-04
2022-11-23 04:25:13,991 INFO [train.py:818] (0/4) Epoch 6, batch 2950, loss[loss=0.09177, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005905, over 21.00 utterances.], tot_loss[loss=0.1257, over 1466196.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.05033, over 4608.19 utterances.], batch size: 21, lr: 8.51e-04
2022-11-23 04:25:49,714 INFO [train.py:818] (0/4) Epoch 6, batch 3000, loss[loss=0.1037, over 7354.00 frames. utt_duration=950.4 frames, utt_pad_proportion=0.07816, over 31.00 utterances.], tot_loss[loss=0.1245, over 1465632.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.04926, over 4587.50 utterances.], batch size: 31, lr: 8.51e-04
2022-11-23 04:25:49,715 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 04:26:09,736 INFO [train.py:847] (0/4) Epoch 6, validation: loss=0.07161, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 04:26:47,005 INFO [train.py:818] (0/4) Epoch 6, batch 3050, loss[loss=0.109, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.0078, over 22.00 utterances.], tot_loss[loss=0.1235, over 1465119.41 frames. utt_duration=1272 frames, utt_pad_proportion=0.05346, over 4612.12 utterances.], batch size: 22, lr: 8.51e-04
2022-11-23 04:27:23,875 INFO [train.py:818] (0/4) Epoch 6, batch 3100, loss[loss=0.1461, over 7293.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009193, over 17.00 utterances.], tot_loss[loss=0.1229, over 1464859.56 frames. utt_duration=1273 frames, utt_pad_proportion=0.05117, over 4608.33 utterances.], batch size: 17, lr: 8.50e-04
2022-11-23 04:28:00,163 INFO [train.py:818] (0/4) Epoch 6, batch 3150, loss[loss=0.116, over 7360.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.006303, over 23.00 utterances.], tot_loss[loss=0.123, over 1465242.64 frames. utt_duration=1276 frames, utt_pad_proportion=0.04991, over 4600.36 utterances.], batch size: 23, lr: 8.50e-04
2022-11-23 04:28:37,806 INFO [train.py:818] (0/4) Epoch 6, batch 3200, loss[loss=0.09502, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01016, over 17.00 utterances.], tot_loss[loss=0.1225, over 1465891.02 frames. utt_duration=1268 frames, utt_pad_proportion=0.051, over 4628.66 utterances.], batch size: 17, lr: 8.49e-04
2022-11-23 04:29:15,020 INFO [train.py:818] (0/4) Epoch 6, batch 3250, loss[loss=0.1012, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004966, over 20.00 utterances.], tot_loss[loss=0.1221, over 1467269.39 frames. utt_duration=1238 frames, utt_pad_proportion=0.06342, over 4744.62 utterances.], batch size: 20, lr: 8.49e-04
2022-11-23 04:29:51,823 INFO [train.py:818] (0/4) Epoch 6, batch 3300, loss[loss=0.1561, over 7467.00 frames. utt_duration=748.1 frames, utt_pad_proportion=0.144, over 40.00 utterances.], tot_loss[loss=0.1231, over 1466386.42 frames. utt_duration=1218 frames, utt_pad_proportion=0.06998, over 4822.34 utterances.], batch size: 40, lr: 8.48e-04
2022-11-23 04:30:28,811 INFO [train.py:818] (0/4) Epoch 6, batch 3350, loss[loss=0.1496, over 7233.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02059, over 25.00 utterances.], tot_loss[loss=0.1231, over 1466015.22 frames. utt_duration=1209 frames, utt_pad_proportion=0.06881, over 4854.41 utterances.], batch size: 25, lr: 8.48e-04
2022-11-23 04:31:04,876 INFO [train.py:818] (0/4) Epoch 6, batch 3400, loss[loss=0.1186, over 7466.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.06664, over 31.00 utterances.], tot_loss[loss=0.1242, over 1465204.86 frames. utt_duration=1222 frames, utt_pad_proportion=0.06311, over 4801.11 utterances.], batch size: 31, lr: 8.47e-04
2022-11-23 04:31:41,826 INFO [train.py:818] (0/4) Epoch 6, batch 3450, loss[loss=0.1546, over 7300.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01029, over 17.00 utterances.], tot_loss[loss=0.1245, over 1465987.37 frames. utt_duration=1251 frames, utt_pad_proportion=0.0551, over 4693.80 utterances.], batch size: 17, lr: 8.47e-04
2022-11-23 04:32:18,213 INFO [train.py:818] (0/4) Epoch 6, batch 3500, loss[loss=0.1512, over 7257.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03975, over 27.00 utterances.], tot_loss[loss=0.123, over 1465946.88 frames. utt_duration=1275 frames, utt_pad_proportion=0.05025, over 4603.50 utterances.], batch size: 27, lr: 8.47e-04
2022-11-23 04:32:40,086 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-48000.pt
2022-11-23 04:33:06,650 INFO [train.py:818] (0/4) Epoch 6, batch 3550, loss[loss=0.1266, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.0376, over 27.00 utterances.], tot_loss[loss=0.1229, over 1465586.41 frames. utt_duration=1266 frames, utt_pad_proportion=0.05209, over 4634.40 utterances.], batch size: 27, lr: 8.46e-04
2022-11-23 04:33:43,870 INFO [train.py:818] (0/4) Epoch 6, batch 3600, loss[loss=0.08661, over 7443.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008055, over 18.00 utterances.], tot_loss[loss=0.1236, over 1466075.05 frames. utt_duration=1266 frames, utt_pad_proportion=0.0501, over 4638.78 utterances.], batch size: 18, lr: 8.46e-04
2022-11-23 04:34:20,230 INFO [train.py:818] (0/4) Epoch 6, batch 3650, loss[loss=0.1391, over 7389.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005414, over 20.00 utterances.], tot_loss[loss=0.1223, over 1466229.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.05547, over 4700.57 utterances.], batch size: 20, lr: 8.45e-04
2022-11-23 04:34:56,275 INFO [train.py:818] (0/4) Epoch 6, batch 3700, loss[loss=0.1051, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005415, over 19.00 utterances.], tot_loss[loss=0.1216, over 1467090.22 frames. utt_duration=1258 frames, utt_pad_proportion=0.05241, over 4671.17 utterances.], batch size: 19, lr: 8.45e-04
2022-11-23 04:35:33,366 INFO [train.py:818] (0/4) Epoch 6, batch 3750, loss[loss=0.1525, over 7282.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007556, over 20.00 utterances.], tot_loss[loss=0.1227, over 1467137.62 frames. utt_duration=1241 frames, utt_pad_proportion=0.05532, over 4733.24 utterances.], batch size: 20, lr: 8.44e-04
2022-11-23 04:36:09,526 INFO [train.py:818] (0/4) Epoch 6, batch 3800, loss[loss=0.149, over 7414.00 frames. utt_duration=782.1 frames, utt_pad_proportion=0.1093, over 38.00 utterances.], tot_loss[loss=0.1208, over 1466764.46 frames. utt_duration=1257 frames, utt_pad_proportion=0.053, over 4672.32 utterances.], batch size: 38, lr: 8.44e-04
2022-11-23 04:36:46,237 INFO [train.py:818] (0/4) Epoch 6, batch 3850, loss[loss=0.1437, over 7467.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01281, over 24.00 utterances.], tot_loss[loss=0.1217, over 1466120.68 frames. utt_duration=1267 frames, utt_pad_proportion=0.04738, over 4633.84 utterances.], batch size: 24, lr: 8.44e-04
2022-11-23 04:37:22,594 INFO [train.py:818] (0/4) Epoch 6, batch 3900, loss[loss=0.1218, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.009614, over 23.00 utterances.], tot_loss[loss=0.1204, over 1466570.23 frames. utt_duration=1279 frames, utt_pad_proportion=0.04862, over 4592.86 utterances.], batch size: 23, lr: 8.43e-04
2022-11-23 04:37:58,455 INFO [train.py:818] (0/4) Epoch 6, batch 3950, loss[loss=0.1185, over 7294.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00609, over 19.00 utterances.], tot_loss[loss=0.1203, over 1466274.32 frames. utt_duration=1274 frames, utt_pad_proportion=0.04858, over 4609.80 utterances.], batch size: 19, lr: 8.43e-04
2022-11-23 04:38:36,091 INFO [train.py:818] (0/4) Epoch 6, batch 4000, loss[loss=0.1003, over 7205.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005515, over 19.00 utterances.], tot_loss[loss=0.1201, over 1466582.82 frames. utt_duration=1239 frames, utt_pad_proportion=0.05618, over 4742.38 utterances.], batch size: 19, lr: 8.42e-04
2022-11-23 04:39:13,027 INFO [train.py:818] (0/4) Epoch 6, batch 4050, loss[loss=0.1355, over 7410.00 frames. utt_duration=957.5 frames, utt_pad_proportion=0.07044, over 31.00 utterances.], tot_loss[loss=0.1211, over 1467863.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.0592, over 4759.94 utterances.], batch size: 31, lr: 8.42e-04
2022-11-23 04:39:49,718 INFO [train.py:818] (0/4) Epoch 6, batch 4100, loss[loss=0.07501, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007479, over 18.00 utterances.], tot_loss[loss=0.1221, over 1466214.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.05938, over 4752.33 utterances.], batch size: 18, lr: 8.41e-04
2022-11-23 04:40:26,642 INFO [train.py:818] (0/4) Epoch 6, batch 4150, loss[loss=0.1738, over 7348.00 frames. utt_duration=950.1 frames, utt_pad_proportion=0.06762, over 31.00 utterances.], tot_loss[loss=0.1242, over 1465805.27 frames. utt_duration=1230 frames, utt_pad_proportion=0.06006, over 4773.71 utterances.], batch size: 31, lr: 8.41e-04
2022-11-23 04:41:03,409 INFO [train.py:818] (0/4) Epoch 6, batch 4200, loss[loss=0.1274, over 7314.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008164, over 18.00 utterances.], tot_loss[loss=0.1276, over 1466110.48 frames. utt_duration=1220 frames, utt_pad_proportion=0.06486, over 4811.55 utterances.], batch size: 18, lr: 8.41e-04
2022-11-23 04:41:40,788 INFO [train.py:818] (0/4) Epoch 6, batch 4250, loss[loss=0.16, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005791, over 21.00 utterances.], tot_loss[loss=0.1304, over 1466276.94 frames. utt_duration=1239 frames, utt_pad_proportion=0.05732, over 4738.28 utterances.], batch size: 21, lr: 8.40e-04
2022-11-23 04:42:16,272 INFO [train.py:818] (0/4) Epoch 6, batch 4300, loss[loss=0.1381, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008688, over 18.00 utterances.], tot_loss[loss=0.1329, over 1466293.23 frames. utt_duration=1253 frames, utt_pad_proportion=0.05426, over 4685.76 utterances.], batch size: 18, lr: 8.40e-04
2022-11-23 04:42:51,507 INFO [train.py:818] (0/4) Epoch 6, batch 4350, loss[loss=0.1722, over 7475.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.00492, over 20.00 utterances.], tot_loss[loss=0.1369, over 1466046.20 frames. utt_duration=1279 frames, utt_pad_proportion=0.04638, over 4589.32 utterances.], batch size: 20, lr: 8.39e-04
2022-11-23 04:43:27,411 INFO [train.py:818] (0/4) Epoch 6, batch 4400, loss[loss=0.128, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006059, over 20.00 utterances.], tot_loss[loss=0.1394, over 1466745.11 frames. utt_duration=1273 frames, utt_pad_proportion=0.04945, over 4612.59 utterances.], batch size: 20, lr: 8.39e-04
2022-11-23 04:44:03,733 INFO [train.py:818] (0/4) Epoch 6, batch 4450, loss[loss=0.1555, over 7390.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004876, over 21.00 utterances.], tot_loss[loss=0.1397, over 1466053.51 frames. utt_duration=1296 frames, utt_pad_proportion=0.04366, over 4531.08 utterances.], batch size: 21, lr: 8.38e-04
2022-11-23 04:44:38,984 INFO [train.py:818] (0/4) Epoch 6, batch 4500, loss[loss=0.1236, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006294, over 19.00 utterances.], tot_loss[loss=0.1408, over 1464917.67 frames. utt_duration=1313 frames, utt_pad_proportion=0.04046, over 4469.37 utterances.], batch size: 19, lr: 8.38e-04
2022-11-23 04:45:15,236 INFO [train.py:818] (0/4) Epoch 6, batch 4550, loss[loss=0.1754, over 7177.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01142, over 23.00 utterances.], tot_loss[loss=0.1434, over 1465558.83 frames. utt_duration=1303 frames, utt_pad_proportion=0.04282, over 4503.46 utterances.], batch size: 23, lr: 8.38e-04
2022-11-23 04:45:51,767 INFO [train.py:818] (0/4) Epoch 6, batch 4600, loss[loss=0.167, over 7463.00 frames. utt_duration=964.7 frames, utt_pad_proportion=0.06251, over 31.00 utterances.], tot_loss[loss=0.1454, over 1466251.50 frames. utt_duration=1286 frames, utt_pad_proportion=0.04822, over 4564.82 utterances.], batch size: 31, lr: 8.37e-04
2022-11-23 04:46:27,964 INFO [train.py:818] (0/4) Epoch 6, batch 4650, loss[loss=0.1787, over 7412.00 frames. utt_duration=957.9 frames, utt_pad_proportion=0.06997, over 31.00 utterances.], tot_loss[loss=0.1475, over 1467229.60 frames. utt_duration=1248 frames, utt_pad_proportion=0.05734, over 4709.64 utterances.], batch size: 31, lr: 8.37e-04
2022-11-23 04:47:04,666 INFO [train.py:818] (0/4) Epoch 6, batch 4700, loss[loss=0.1241, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005245, over 20.00 utterances.], tot_loss[loss=0.1502, over 1467296.48 frames. utt_duration=1256 frames, utt_pad_proportion=0.05373, over 4679.17 utterances.], batch size: 20, lr: 8.36e-04
2022-11-23 04:47:43,230 INFO [train.py:818] (0/4) Epoch 6, batch 4750, loss[loss=0.1765, over 7308.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03453, over 27.00 utterances.], tot_loss[loss=0.1529, over 1467320.74 frames. utt_duration=1210 frames, utt_pad_proportion=0.07002, over 4857.39 utterances.], batch size: 27, lr: 8.36e-04
2022-11-23 04:48:20,550 INFO [train.py:818] (0/4) Epoch 6, batch 4800, loss[loss=0.1874, over 7408.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008456, over 22.00 utterances.], tot_loss[loss=0.156, over 1466590.36 frames. utt_duration=1185 frames, utt_pad_proportion=0.07554, over 4958.19 utterances.], batch size: 22, lr: 8.35e-04
2022-11-23 04:48:56,901 INFO [train.py:818] (0/4) Epoch 6, batch 4850, loss[loss=0.1479, over 7320.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007484, over 17.00 utterances.], tot_loss[loss=0.1557, over 1466300.82 frames. utt_duration=1197 frames, utt_pad_proportion=0.07224, over 4905.81 utterances.], batch size: 17, lr: 8.35e-04
2022-11-23 04:49:34,054 INFO [train.py:818] (0/4) Epoch 6, batch 4900, loss[loss=0.1195, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008369, over 17.00 utterances.], tot_loss[loss=0.1558, over 1465933.52 frames. utt_duration=1193 frames, utt_pad_proportion=0.07206, over 4922.10 utterances.], batch size: 17, lr: 8.35e-04
2022-11-23 04:50:10,843 INFO [train.py:818] (0/4) Epoch 6, batch 4950, loss[loss=0.196, over 7468.00 frames. utt_duration=416.4 frames, utt_pad_proportion=0.3484, over 72.00 utterances.], tot_loss[loss=0.1552, over 1466526.64 frames. utt_duration=1196 frames, utt_pad_proportion=0.07152, over 4911.27 utterances.], batch size: 72, lr: 8.34e-04
2022-11-23 04:50:48,257 INFO [train.py:818] (0/4) Epoch 6, batch 5000, loss[loss=0.198, over 7315.00 frames. utt_duration=945.5 frames, utt_pad_proportion=0.08209, over 31.00 utterances.], tot_loss[loss=0.1541, over 1466389.22 frames. utt_duration=1196 frames, utt_pad_proportion=0.07293, over 4911.16 utterances.], batch size: 31, lr: 8.34e-04
2022-11-23 04:51:25,193 INFO [train.py:818] (0/4) Epoch 6, batch 5050, loss[loss=0.1183, over 7198.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006243, over 19.00 utterances.], tot_loss[loss=0.1539, over 1466955.10 frames. utt_duration=1184 frames, utt_pad_proportion=0.07637, over 4964.05 utterances.], batch size: 19, lr: 8.33e-04
2022-11-23 04:52:02,892 INFO [train.py:818] (0/4) Epoch 6, batch 5100, loss[loss=0.1159, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.007876, over 17.00 utterances.], tot_loss[loss=0.1588, over 1466696.35 frames. utt_duration=1189 frames, utt_pad_proportion=0.07426, over 4940.95 utterances.], batch size: 17, lr: 8.33e-04
2022-11-23 04:52:41,004 INFO [train.py:818] (0/4) Epoch 6, batch 5150, loss[loss=0.1884, over 7395.00 frames. utt_duration=955.7 frames, utt_pad_proportion=0.0721, over 31.00 utterances.], tot_loss[loss=0.1599, over 1466442.13 frames. utt_duration=1152 frames, utt_pad_proportion=0.08814, over 5097.66 utterances.], batch size: 31, lr: 8.33e-04
2022-11-23 04:53:17,565 INFO [train.py:818] (0/4) Epoch 6, batch 5200, loss[loss=0.1492, over 7292.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005858, over 20.00 utterances.], tot_loss[loss=0.1603, over 1466173.60 frames. utt_duration=1151 frames, utt_pad_proportion=0.08957, over 5100.85 utterances.], batch size: 20, lr: 8.32e-04
2022-11-23 04:53:53,815 INFO [train.py:818] (0/4) Epoch 6, batch 5250, loss[loss=0.1209, over 7219.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.02441, over 16.00 utterances.], tot_loss[loss=0.1584, over 1467194.27 frames. utt_duration=1175 frames, utt_pad_proportion=0.07907, over 4999.62 utterances.], batch size: 16, lr: 8.32e-04
2022-11-23 04:54:31,527 INFO [train.py:818] (0/4) Epoch 6, batch 5300, loss[loss=0.1575, over 7295.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005177, over 20.00 utterances.], tot_loss[loss=0.1573, over 1468056.85 frames. utt_duration=1182 frames, utt_pad_proportion=0.07863, over 4976.39 utterances.], batch size: 20, lr: 8.31e-04
2022-11-23 04:55:08,096 INFO [train.py:818] (0/4) Epoch 6, batch 5350, loss[loss=0.08665, over 7306.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007631, over 18.00 utterances.], tot_loss[loss=0.1557, over 1467633.97 frames. utt_duration=1208 frames, utt_pad_proportion=0.07092, over 4864.51 utterances.], batch size: 18, lr: 8.31e-04
2022-11-23 04:55:44,180 INFO [train.py:818] (0/4) Epoch 6, batch 5400, loss[loss=0.1543, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.00867, over 17.00 utterances.], tot_loss[loss=0.1581, over 1465950.18 frames. utt_duration=1221 frames, utt_pad_proportion=0.06766, over 4809.91 utterances.], batch size: 17, lr: 8.30e-04
2022-11-23 04:56:20,605 INFO [train.py:818] (0/4) Epoch 6, batch 5450, loss[loss=0.1512, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00521, over 20.00 utterances.], tot_loss[loss=0.1579, over 1465243.65 frames. utt_duration=1248 frames, utt_pad_proportion=0.0589, over 4701.31 utterances.], batch size: 20, lr: 8.30e-04
2022-11-23 04:56:57,805 INFO [train.py:818] (0/4) Epoch 6, batch 5500, loss[loss=0.1335, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006113, over 19.00 utterances.], tot_loss[loss=0.1565, over 1465017.80 frames. utt_duration=1242 frames, utt_pad_proportion=0.06312, over 4722.85 utterances.], batch size: 19, lr: 8.30e-04
2022-11-23 04:57:34,565 INFO [train.py:818] (0/4) Epoch 6, batch 5550, loss[loss=0.1107, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01018, over 17.00 utterances.], tot_loss[loss=0.1562, over 1466446.97 frames. utt_duration=1229 frames, utt_pad_proportion=0.06698, over 4778.50 utterances.], batch size: 17, lr: 8.29e-04
2022-11-23 04:58:11,337 INFO [train.py:818] (0/4) Epoch 6, batch 5600, loss[loss=0.1084, over 7200.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006445, over 18.00 utterances.], tot_loss[loss=0.1543, over 1466488.77 frames. utt_duration=1209 frames, utt_pad_proportion=0.07494, over 4856.38 utterances.], batch size: 18, lr: 8.29e-04
2022-11-23 04:58:47,964 INFO [train.py:818] (0/4) Epoch 6, batch 5650, loss[loss=0.2122, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006673, over 19.00 utterances.], tot_loss[loss=0.1554, over 1466840.53 frames. utt_duration=1212 frames, utt_pad_proportion=0.07146, over 4845.49 utterances.], batch size: 19, lr: 8.28e-04
2022-11-23 04:59:24,925 INFO [train.py:818] (0/4) Epoch 6, batch 5700, loss[loss=0.1204, over 7288.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.02597, over 16.00 utterances.], tot_loss[loss=0.1555, over 1466394.08 frames. utt_duration=1189 frames, utt_pad_proportion=0.08236, over 4940.39 utterances.], batch size: 16, lr: 8.28e-04
2022-11-23 05:00:00,732 INFO [train.py:818] (0/4) Epoch 6, batch 5750, loss[loss=0.1099, over 7307.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00797, over 18.00 utterances.], tot_loss[loss=0.1536, over 1467414.78 frames. utt_duration=1212 frames, utt_pad_proportion=0.07455, over 4849.06 utterances.], batch size: 18, lr: 8.28e-04
2022-11-23 05:00:38,004 INFO [train.py:818] (0/4) Epoch 6, batch 5800, loss[loss=0.127, over 7251.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01241, over 24.00 utterances.], tot_loss[loss=0.1527, over 1467373.44 frames. utt_duration=1233 frames, utt_pad_proportion=0.06682, over 4767.45 utterances.], batch size: 24, lr: 8.27e-04
2022-11-23 05:01:15,678 INFO [train.py:818] (0/4) Epoch 6, batch 5850, loss[loss=0.1829, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01035, over 17.00 utterances.], tot_loss[loss=0.1523, over 1467691.38 frames. utt_duration=1245 frames, utt_pad_proportion=0.06222, over 4722.89 utterances.], batch size: 17, lr: 8.27e-04
2022-11-23 05:01:52,200 INFO [train.py:818] (0/4) Epoch 6, batch 5900, loss[loss=0.1837, over 7331.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03166, over 27.00 utterances.], tot_loss[loss=0.1536, over 1468410.20 frames. utt_duration=1218 frames, utt_pad_proportion=0.07291, over 4829.78 utterances.], batch size: 27, lr: 8.26e-04
2022-11-23 05:02:29,563 INFO [train.py:818] (0/4) Epoch 6, batch 5950, loss[loss=0.193, over 7403.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.006436, over 22.00 utterances.], tot_loss[loss=0.1539, over 1468319.50 frames. utt_duration=1199 frames, utt_pad_proportion=0.08014, over 4903.80 utterances.], batch size: 22, lr: 8.26e-04
2022-11-23 05:03:07,649 INFO [train.py:818] (0/4) Epoch 6, batch 6000, loss[loss=0.1687, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005487, over 21.00 utterances.], tot_loss[loss=0.1547, over 1467742.43 frames. utt_duration=1172 frames, utt_pad_proportion=0.08986, over 5015.97 utterances.], batch size: 21, lr: 8.26e-04
2022-11-23 05:03:07,650 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 05:03:27,613 INFO [train.py:847] (0/4) Epoch 6, validation: loss=0.06289, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 05:04:03,757 INFO [train.py:818] (0/4) Epoch 6, batch 6050, loss[loss=0.1695, over 7483.00 frames. utt_duration=967 frames, utt_pad_proportion=0.06022, over 31.00 utterances.], tot_loss[loss=0.1531, over 1468062.13 frames. utt_duration=1189 frames, utt_pad_proportion=0.08174, over 4945.23 utterances.], batch size: 31, lr: 8.25e-04
2022-11-23 05:04:40,292 INFO [train.py:818] (0/4) Epoch 6, batch 6100, loss[loss=0.1853, over 7400.00 frames. utt_duration=956.3 frames, utt_pad_proportion=0.06707, over 31.00 utterances.], tot_loss[loss=0.152, over 1466930.80 frames. utt_duration=1204 frames, utt_pad_proportion=0.07384, over 4881.18 utterances.], batch size: 31, lr: 8.25e-04
2022-11-23 05:05:17,230 INFO [train.py:818] (0/4) Epoch 6, batch 6150, loss[loss=0.1907, over 7471.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01384, over 24.00 utterances.], tot_loss[loss=0.1529, over 1467635.39 frames. utt_duration=1194 frames, utt_pad_proportion=0.07776, over 4923.79 utterances.], batch size: 24, lr: 8.24e-04
2022-11-23 05:05:53,452 INFO [train.py:818] (0/4) Epoch 6, batch 6200, loss[loss=0.1389, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006124, over 20.00 utterances.], tot_loss[loss=0.1514, over 1467164.48 frames. utt_duration=1219 frames, utt_pad_proportion=0.07045, over 4819.97 utterances.], batch size: 20, lr: 8.24e-04
2022-11-23 05:06:30,942 INFO [train.py:818] (0/4) Epoch 6, batch 6250, loss[loss=0.1368, over 7305.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00834, over 17.00 utterances.], tot_loss[loss=0.1528, over 1467050.70 frames. utt_duration=1216 frames, utt_pad_proportion=0.06815, over 4830.51 utterances.], batch size: 17, lr: 8.24e-04
2022-11-23 05:07:08,460 INFO [train.py:818] (0/4) Epoch 6, batch 6300, loss[loss=0.2152, over 7288.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008996, over 22.00 utterances.], tot_loss[loss=0.154, over 1466725.37 frames. utt_duration=1219 frames, utt_pad_proportion=0.06828, over 4817.86 utterances.], batch size: 22, lr: 8.23e-04
2022-11-23 05:07:46,941 INFO [train.py:818] (0/4) Epoch 6, batch 6350, loss[loss=0.1703, over 7231.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.02772, over 16.00 utterances.], tot_loss[loss=0.1556, over 1466758.21 frames. utt_duration=1187 frames, utt_pad_proportion=0.07838, over 4947.90 utterances.], batch size: 16, lr: 8.23e-04
2022-11-23 05:08:23,796 INFO [train.py:818] (0/4) Epoch 6, batch 6400, loss[loss=0.1148, over 7229.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.04427, over 16.00 utterances.], tot_loss[loss=0.1546, over 1467020.48 frames. utt_duration=1186 frames, utt_pad_proportion=0.07727, over 4953.13 utterances.], batch size: 16, lr: 8.22e-04
2022-11-23 05:09:02,679 INFO [train.py:818] (0/4) Epoch 6, batch 6450, loss[loss=0.1506, over 7203.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005622, over 19.00 utterances.], tot_loss[loss=0.1546, over 1467484.65 frames. utt_duration=1173 frames, utt_pad_proportion=0.08268, over 5010.07 utterances.], batch size: 19, lr: 8.22e-04
2022-11-23 05:09:40,741 INFO [train.py:818] (0/4) Epoch 6, batch 6500, loss[loss=0.1634, over 7315.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03188, over 27.00 utterances.], tot_loss[loss=0.1554, over 1467605.79 frames. utt_duration=1179 frames, utt_pad_proportion=0.08161, over 4983.83 utterances.], batch size: 27, lr: 8.22e-04
2022-11-23 05:10:18,613 INFO [train.py:818] (0/4) Epoch 6, batch 6550, loss[loss=0.1123, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00625, over 20.00 utterances.], tot_loss[loss=0.1547, over 1465965.87 frames. utt_duration=1185 frames, utt_pad_proportion=0.08057, over 4954.45 utterances.], batch size: 20, lr: 8.21e-04
2022-11-23 05:10:55,247 INFO [train.py:818] (0/4) Epoch 6, batch 6600, loss[loss=0.2866, over 7394.00 frames. utt_duration=418.1 frames, utt_pad_proportion=0.3406, over 71.00 utterances.], tot_loss[loss=0.1549, over 1465983.80 frames. utt_duration=1194 frames, utt_pad_proportion=0.07676, over 4917.82 utterances.], batch size: 71, lr: 8.21e-04
2022-11-23 05:11:32,891 INFO [train.py:818] (0/4) Epoch 6, batch 6650, loss[loss=0.1439, over 7447.00 frames. utt_duration=1147 frames, utt_pad_proportion=0.02622, over 26.00 utterances.], tot_loss[loss=0.153, over 1466625.76 frames. utt_duration=1203 frames, utt_pad_proportion=0.07254, over 4884.43 utterances.], batch size: 26, lr: 8.20e-04
2022-11-23 05:12:08,663 INFO [train.py:818] (0/4) Epoch 6, batch 6700, loss[loss=0.171, over 7298.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007672, over 22.00 utterances.], tot_loss[loss=0.1514, over 1465858.54 frames. utt_duration=1243 frames, utt_pad_proportion=0.06205, over 4722.58 utterances.], batch size: 22, lr: 8.20e-04
2022-11-23 05:12:46,225 INFO [train.py:818] (0/4) Epoch 6, batch 6750, loss[loss=0.1533, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006151, over 21.00 utterances.], tot_loss[loss=0.1525, over 1465761.44 frames. utt_duration=1209 frames, utt_pad_proportion=0.07068, over 4855.75 utterances.], batch size: 21, lr: 8.20e-04
2022-11-23 05:13:24,018 INFO [train.py:818] (0/4) Epoch 6, batch 6800, loss[loss=0.2167, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.005945, over 22.00 utterances.], tot_loss[loss=0.1523, over 1465865.88 frames. utt_duration=1204 frames, utt_pad_proportion=0.07197, over 4877.04 utterances.], batch size: 22, lr: 8.19e-04
2022-11-23 05:14:00,886 INFO [train.py:818] (0/4) Epoch 6, batch 6850, loss[loss=0.1039, over 7386.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006717, over 19.00 utterances.], tot_loss[loss=0.1523, over 1465389.01 frames. utt_duration=1210 frames, utt_pad_proportion=0.06949, over 4851.50 utterances.], batch size: 19, lr: 8.19e-04
2022-11-23 05:14:38,046 INFO [train.py:818] (0/4) Epoch 6, batch 6900, loss[loss=0.1211, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005143, over 20.00 utterances.], tot_loss[loss=0.152, over 1466148.71 frames. utt_duration=1208 frames, utt_pad_proportion=0.06689, over 4859.68 utterances.], batch size: 20, lr: 8.18e-04
2022-11-23 05:15:13,967 INFO [train.py:818] (0/4) Epoch 6, batch 6950, loss[loss=0.1108, over 7451.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01032, over 17.00 utterances.], tot_loss[loss=0.1513, over 1466582.90 frames. utt_duration=1209 frames, utt_pad_proportion=0.06655, over 4858.93 utterances.], batch size: 17, lr: 8.18e-04
2022-11-23 05:15:51,626 INFO [train.py:818] (0/4) Epoch 6, batch 7000, loss[loss=0.0921, over 7188.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007242, over 18.00 utterances.], tot_loss[loss=0.1535, over 1467170.93 frames. utt_duration=1194 frames, utt_pad_proportion=0.07117, over 4920.90 utterances.], batch size: 18, lr: 8.18e-04
2022-11-23 05:16:29,294 INFO [train.py:818] (0/4) Epoch 6, batch 7050, loss[loss=0.1519, over 7173.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009008, over 22.00 utterances.], tot_loss[loss=0.1532, over 1467861.75 frames. utt_duration=1184 frames, utt_pad_proportion=0.07733, over 4965.48 utterances.], batch size: 22, lr: 8.17e-04
2022-11-23 05:17:06,312 INFO [train.py:818] (0/4) Epoch 6, batch 7100, loss[loss=0.1302, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00814, over 18.00 utterances.], tot_loss[loss=0.1518, over 1466943.87 frames. utt_duration=1191 frames, utt_pad_proportion=0.07487, over 4933.26 utterances.], batch size: 18, lr: 8.17e-04
2022-11-23 05:17:44,896 INFO [train.py:818] (0/4) Epoch 6, batch 7150, loss[loss=0.1354, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008431, over 23.00 utterances.], tot_loss[loss=0.1521, over 1468510.84 frames. utt_duration=1179 frames, utt_pad_proportion=0.0801, over 4990.15 utterances.], batch size: 23, lr: 8.16e-04
2022-11-23 05:18:21,643 INFO [train.py:818] (0/4) Epoch 6, batch 7200, loss[loss=0.1189, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.00752, over 18.00 utterances.], tot_loss[loss=0.1511, over 1468457.11 frames. utt_duration=1178 frames, utt_pad_proportion=0.08092, over 4993.34 utterances.], batch size: 18, lr: 8.16e-04
2022-11-23 05:18:58,783 INFO [train.py:818] (0/4) Epoch 6, batch 7250, loss[loss=0.1606, over 7282.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03548, over 27.00 utterances.], tot_loss[loss=0.1494, over 1467905.35 frames. utt_duration=1199 frames, utt_pad_proportion=0.07464, over 4901.90 utterances.], batch size: 27, lr: 8.16e-04
2022-11-23 05:19:35,949 INFO [train.py:818] (0/4) Epoch 6, batch 7300, loss[loss=0.1701, over 7336.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009208, over 23.00 utterances.], tot_loss[loss=0.1505, over 1467222.66 frames. utt_duration=1209 frames, utt_pad_proportion=0.06849, over 4861.37 utterances.], batch size: 23, lr: 8.15e-04
2022-11-23 05:20:12,901 INFO [train.py:818] (0/4) Epoch 6, batch 7350, loss[loss=0.1941, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007638, over 22.00 utterances.], tot_loss[loss=0.1508, over 1466481.92 frames. utt_duration=1209 frames, utt_pad_proportion=0.07129, over 4856.69 utterances.], batch size: 22, lr: 8.15e-04
2022-11-23 05:20:49,998 INFO [train.py:818] (0/4) Epoch 6, batch 7400, loss[loss=0.223, over 7429.00 frames. utt_duration=763.4 frames, utt_pad_proportion=0.1113, over 39.00 utterances.], tot_loss[loss=0.1488, over 1467152.09 frames. utt_duration=1234 frames, utt_pad_proportion=0.06521, over 4761.54 utterances.], batch size: 39, lr: 8.14e-04
2022-11-23 05:21:27,897 INFO [train.py:818] (0/4) Epoch 6, batch 7450, loss[loss=0.1434, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007003, over 18.00 utterances.], tot_loss[loss=0.1488, over 1465007.60 frames. utt_duration=1243 frames, utt_pad_proportion=0.06388, over 4718.40 utterances.], batch size: 18, lr: 8.14e-04
2022-11-23 05:22:05,181 INFO [train.py:818] (0/4) Epoch 6, batch 7500, loss[loss=0.2189, over 7468.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008195, over 17.00 utterances.], tot_loss[loss=0.1484, over 1465963.03 frames. utt_duration=1234 frames, utt_pad_proportion=0.07035, over 4756.20 utterances.], batch size: 17, lr: 8.14e-04
2022-11-23 05:22:41,273 INFO [train.py:818] (0/4) Epoch 6, batch 7550, loss[loss=0.1303, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006823, over 19.00 utterances.], tot_loss[loss=0.1485, over 1465611.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.06045, over 4654.80 utterances.], batch size: 19, lr: 8.13e-04
2022-11-23 05:23:18,759 INFO [train.py:818] (0/4) Epoch 6, batch 7600, loss[loss=0.203, over 7352.00 frames. utt_duration=404.4 frames, utt_pad_proportion=0.3622, over 73.00 utterances.], tot_loss[loss=0.1481, over 1465751.31 frames. utt_duration=1246 frames, utt_pad_proportion=0.06311, over 4709.43 utterances.], batch size: 73, lr: 8.13e-04
2022-11-23 05:23:57,009 INFO [train.py:818] (0/4) Epoch 6, batch 7650, loss[loss=0.1691, over 7481.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01294, over 24.00 utterances.], tot_loss[loss=0.1487, over 1465731.94 frames. utt_duration=1237 frames, utt_pad_proportion=0.06655, over 4744.22 utterances.], batch size: 24, lr: 8.13e-04
2022-11-23 05:24:34,012 INFO [train.py:818] (0/4) Epoch 6, batch 7700, loss[loss=0.145, over 7223.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02147, over 25.00 utterances.], tot_loss[loss=0.1502, over 1465473.34 frames. utt_duration=1238 frames, utt_pad_proportion=0.06529, over 4739.10 utterances.], batch size: 25, lr: 8.12e-04
2022-11-23 05:25:10,303 INFO [train.py:818] (0/4) Epoch 6, batch 7750, loss[loss=0.1445, over 7452.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01723, over 24.00 utterances.], tot_loss[loss=0.1477, over 1465689.89 frames. utt_duration=1258 frames, utt_pad_proportion=0.05746, over 4667.79 utterances.], batch size: 24, lr: 8.12e-04
2022-11-23 05:25:47,852 INFO [train.py:818] (0/4) Epoch 6, batch 7800, loss[loss=0.1705, over 7409.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006962, over 22.00 utterances.], tot_loss[loss=0.1475, over 1465251.56 frames. utt_duration=1248 frames, utt_pad_proportion=0.0607, over 4700.55 utterances.], batch size: 22, lr: 8.11e-04
2022-11-23 05:26:24,790 INFO [train.py:818] (0/4) Epoch 6, batch 7850, loss[loss=0.1494, over 7205.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005069, over 20.00 utterances.], tot_loss[loss=0.1474, over 1464475.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.05763, over 4675.73 utterances.], batch size: 20, lr: 8.11e-04
2022-11-23 05:27:00,978 INFO [train.py:818] (0/4) Epoch 6, batch 7900, loss[loss=0.1246, over 7269.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03816, over 27.00 utterances.], tot_loss[loss=0.1484, over 1464751.17 frames. utt_duration=1223 frames, utt_pad_proportion=0.06588, over 4795.03 utterances.], batch size: 27, lr: 8.11e-04
2022-11-23 05:27:39,018 INFO [train.py:818] (0/4) Epoch 6, batch 7950, loss[loss=0.1018, over 7448.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01085, over 17.00 utterances.], tot_loss[loss=0.1479, over 1464943.94 frames. utt_duration=1204 frames, utt_pad_proportion=0.07239, over 4874.49 utterances.], batch size: 17, lr: 8.10e-04
2022-11-23 05:28:15,191 INFO [train.py:818] (0/4) Epoch 6, batch 8000, loss[loss=0.1388, over 7298.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008113, over 22.00 utterances.], tot_loss[loss=0.1468, over 1465110.40 frames. utt_duration=1209 frames, utt_pad_proportion=0.07014, over 4854.57 utterances.], batch size: 22, lr: 8.10e-04
2022-11-23 05:28:52,827 INFO [train.py:818] (0/4) Epoch 6, batch 8050, loss[loss=0.1447, over 7470.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01482, over 24.00 utterances.], tot_loss[loss=0.1468, over 1465202.47 frames. utt_duration=1208 frames, utt_pad_proportion=0.07163, over 4856.29 utterances.], batch size: 24, lr: 8.09e-04
2022-11-23 05:29:28,878 INFO [train.py:818] (0/4) Epoch 6, batch 8100, loss[loss=0.1005, over 7309.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008604, over 18.00 utterances.], tot_loss[loss=0.1455, over 1464944.28 frames. utt_duration=1222 frames, utt_pad_proportion=0.06943, over 4800.67 utterances.], batch size: 18, lr: 8.09e-04
2022-11-23 05:30:05,925 INFO [train.py:818] (0/4) Epoch 6, batch 8150, loss[loss=0.09255, over 7307.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.007094, over 17.00 utterances.], tot_loss[loss=0.1472, over 1466058.60 frames. utt_duration=1225 frames, utt_pad_proportion=0.06686, over 4793.56 utterances.], batch size: 17, lr: 8.09e-04
2022-11-23 05:30:42,938 INFO [train.py:818] (0/4) Epoch 6, batch 8200, loss[loss=0.1911, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005717, over 21.00 utterances.], tot_loss[loss=0.146, over 1465760.42 frames. utt_duration=1207 frames, utt_pad_proportion=0.07404, over 4861.99 utterances.], batch size: 21, lr: 8.08e-04
2022-11-23 05:31:21,674 INFO [train.py:818] (0/4) Epoch 6, batch 8250, loss[loss=0.1865, over 7404.00 frames. utt_duration=761.2 frames, utt_pad_proportion=0.129, over 39.00 utterances.], tot_loss[loss=0.1469, over 1466249.57 frames. utt_duration=1197 frames, utt_pad_proportion=0.07138, over 4905.82 utterances.], batch size: 39, lr: 8.08e-04
2022-11-23 05:31:57,835 INFO [train.py:818] (0/4) Epoch 6, batch 8300, loss[loss=0.1133, over 7437.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01076, over 17.00 utterances.], tot_loss[loss=0.1487, over 1466109.47 frames. utt_duration=1177 frames, utt_pad_proportion=0.07604, over 4990.09 utterances.], batch size: 17, lr: 8.08e-04
2022-11-23 05:32:35,596 INFO [train.py:818] (0/4) Epoch 6, batch 8350, loss[loss=0.1194, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004655, over 20.00 utterances.], tot_loss[loss=0.1483, over 1466388.09 frames. utt_duration=1194 frames, utt_pad_proportion=0.07442, over 4920.53 utterances.], batch size: 20, lr: 8.07e-04
2022-11-23 05:33:13,146 INFO [train.py:818] (0/4) Epoch 6, batch 8400, loss[loss=0.2457, over 7468.00 frames. utt_duration=410.7 frames, utt_pad_proportion=0.3593, over 73.00 utterances.], tot_loss[loss=0.1484, over 1465858.98 frames. utt_duration=1181 frames, utt_pad_proportion=0.0804, over 4971.27 utterances.], batch size: 73, lr: 8.07e-04
2022-11-23 05:33:50,554 INFO [train.py:818] (0/4) Epoch 6, batch 8450, loss[loss=0.1343, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005824, over 20.00 utterances.], tot_loss[loss=0.1479, over 1464652.98 frames. utt_duration=1201 frames, utt_pad_proportion=0.07319, over 4883.43 utterances.], batch size: 20, lr: 8.06e-04
2022-11-23 05:34:27,303 INFO [train.py:818] (0/4) Epoch 6, batch 8500, loss[loss=0.1658, over 7381.00 frames. utt_duration=953.9 frames, utt_pad_proportion=0.07478, over 31.00 utterances.], tot_loss[loss=0.1483, over 1465828.20 frames. utt_duration=1198 frames, utt_pad_proportion=0.07365, over 4900.12 utterances.], batch size: 31, lr: 8.06e-04
2022-11-23 05:35:04,605 INFO [train.py:818] (0/4) Epoch 6, batch 8550, loss[loss=0.1237, over 7188.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005905, over 21.00 utterances.], tot_loss[loss=0.1477, over 1465569.44 frames. utt_duration=1207 frames, utt_pad_proportion=0.07105, over 4861.87 utterances.], batch size: 21, lr: 8.06e-04
2022-11-23 05:35:40,600 INFO [train.py:818] (0/4) Epoch 6, batch 8600, loss[loss=0.1399, over 7450.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.0114, over 17.00 utterances.], tot_loss[loss=0.1472, over 1465894.65 frames. utt_duration=1221 frames, utt_pad_proportion=0.06854, over 4806.57 utterances.], batch size: 17, lr: 8.05e-04
2022-11-23 05:36:16,812 INFO [train.py:818] (0/4) Epoch 6, batch 8650, loss[loss=0.1449, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005825, over 21.00 utterances.], tot_loss[loss=0.1471, over 1465777.78 frames. utt_duration=1230 frames, utt_pad_proportion=0.06654, over 4771.01 utterances.], batch size: 21, lr: 8.05e-04
2022-11-23 05:36:52,369 INFO [train.py:818] (0/4) Epoch 6, batch 8700, loss[loss=0.141, over 7417.00 frames. utt_duration=958.3 frames, utt_pad_proportion=0.07319, over 31.00 utterances.], tot_loss[loss=0.1479, over 1465984.82 frames. utt_duration=1230 frames, utt_pad_proportion=0.06393, over 4775.12 utterances.], batch size: 31, lr: 8.05e-04
2022-11-23 05:37:29,434 INFO [train.py:818] (0/4) Epoch 6, batch 8750, loss[loss=0.1418, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.00587, over 21.00 utterances.], tot_loss[loss=0.1462, over 1466215.49 frames. utt_duration=1223 frames, utt_pad_proportion=0.06201, over 4803.22 utterances.], batch size: 21, lr: 8.04e-04
2022-11-23 05:38:06,331 INFO [train.py:818] (0/4) Epoch 6, batch 8800, loss[loss=0.1341, over 7217.00 frames. utt_duration=1806 frames, utt_pad_proportion=0.04055, over 16.00 utterances.], tot_loss[loss=0.1479, over 1465788.86 frames. utt_duration=1216 frames, utt_pad_proportion=0.06609, over 4827.19 utterances.], batch size: 16, lr: 8.04e-04
2022-11-23 05:38:41,577 INFO [train.py:818] (0/4) Epoch 6, batch 8850, loss[loss=0.1735, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006087, over 21.00 utterances.], tot_loss[loss=0.1487, over 1465929.63 frames. utt_duration=1211 frames, utt_pad_proportion=0.06635, over 4848.04 utterances.], batch size: 21, lr: 8.03e-04
2022-11-23 05:39:19,765 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-6.pt
2022-11-23 05:40:02,449 INFO [train.py:818] (0/4) Epoch 7, batch 0, loss[loss=0.07699, over 7460.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.004235, over 18.00 utterances.], tot_loss[loss=0.07699, over 7460.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.004235, over 18.00 utterances.], batch size: 18, lr: 7.71e-04
2022-11-23 05:40:39,017 INFO [train.py:818] (0/4) Epoch 7, batch 50, loss[loss=0.1458, over 7484.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01158, over 23.00 utterances.], tot_loss[loss=0.1179, over 331225.99 frames. utt_duration=1367 frames, utt_pad_proportion=0.03325, over 970.03 utterances.], batch size: 23, lr: 7.70e-04
2022-11-23 05:41:16,110 INFO [train.py:818] (0/4) Epoch 7, batch 100, loss[loss=0.1039, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.00669, over 18.00 utterances.], tot_loss[loss=0.1188, over 581694.45 frames. utt_duration=1334 frames, utt_pad_proportion=0.03759, over 1746.43 utterances.], batch size: 18, lr: 7.70e-04
2022-11-23 05:41:53,375 INFO [train.py:818] (0/4) Epoch 7, batch 150, loss[loss=0.1267, over 7358.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02826, over 27.00 utterances.], tot_loss[loss=0.1173, over 776310.79 frames. utt_duration=1292 frames, utt_pad_proportion=0.04785, over 2405.85 utterances.], batch size: 27, lr: 7.69e-04
2022-11-23 05:42:30,265 INFO [train.py:818] (0/4) Epoch 7, batch 200, loss[loss=0.08519, over 7397.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004136, over 20.00 utterances.], tot_loss[loss=0.117, over 927528.68 frames. utt_duration=1288 frames, utt_pad_proportion=0.0515, over 2884.22 utterances.], batch size: 20, lr: 7.69e-04
2022-11-23 05:43:07,076 INFO [train.py:818] (0/4) Epoch 7, batch 250, loss[loss=0.1376, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01056, over 23.00 utterances.], tot_loss[loss=0.1166, over 1046619.81 frames. utt_duration=1238 frames, utt_pad_proportion=0.06515, over 3384.51 utterances.], batch size: 23, lr: 7.69e-04
2022-11-23 05:43:43,946 INFO [train.py:818] (0/4) Epoch 7, batch 300, loss[loss=0.07125, over 7262.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03649, over 16.00 utterances.], tot_loss[loss=0.1159, over 1138959.21 frames. utt_duration=1267 frames, utt_pad_proportion=0.05899, over 3601.41 utterances.], batch size: 16, lr: 7.68e-04
2022-11-23 05:44:20,728 INFO [train.py:818] (0/4) Epoch 7, batch 350, loss[loss=0.1763, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005004, over 19.00 utterances.], tot_loss[loss=0.1164, over 1210809.43 frames. utt_duration=1263 frames, utt_pad_proportion=0.05753, over 3840.44 utterances.], batch size: 19, lr: 7.68e-04
2022-11-23 05:44:56,246 INFO [train.py:818] (0/4) Epoch 7, batch 400, loss[loss=0.1527, over 7476.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005217, over 21.00 utterances.], tot_loss[loss=0.114, over 1267491.45 frames. utt_duration=1282 frames, utt_pad_proportion=0.0492, over 3959.72 utterances.], batch size: 21, lr: 7.68e-04
2022-11-23 05:45:33,889 INFO [train.py:818] (0/4) Epoch 7, batch 450, loss[loss=0.0865, over 7430.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.008698, over 18.00 utterances.], tot_loss[loss=0.1154, over 1311680.07 frames. utt_duration=1264 frames, utt_pad_proportion=0.05528, over 4154.88 utterances.], batch size: 18, lr: 7.67e-04
2022-11-23 05:46:10,524 INFO [train.py:818] (0/4) Epoch 7, batch 500, loss[loss=0.1081, over 7421.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005753, over 22.00 utterances.], tot_loss[loss=0.1148, over 1346620.73 frames. utt_duration=1247 frames, utt_pad_proportion=0.06201, over 4325.11 utterances.], batch size: 22, lr: 7.67e-04
2022-11-23 05:46:47,244 INFO [train.py:818] (0/4) Epoch 7, batch 550, loss[loss=0.1043, over 7171.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008836, over 22.00 utterances.], tot_loss[loss=0.1137, over 1371972.74 frames. utt_duration=1247 frames, utt_pad_proportion=0.06209, over 4404.87 utterances.], batch size: 22, lr: 7.67e-04
2022-11-23 05:47:23,589 INFO [train.py:818] (0/4) Epoch 7, batch 600, loss[loss=0.1666, over 7492.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01192, over 24.00 utterances.], tot_loss[loss=0.1143, over 1393520.55 frames. utt_duration=1236 frames, utt_pad_proportion=0.06574, over 4516.84 utterances.], batch size: 24, lr: 7.66e-04
2022-11-23 05:48:00,144 INFO [train.py:818] (0/4) Epoch 7, batch 650, loss[loss=0.1325, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005582, over 21.00 utterances.], tot_loss[loss=0.1144, over 1410577.74 frames. utt_duration=1232 frames, utt_pad_proportion=0.06486, over 4584.84 utterances.], batch size: 21, lr: 7.66e-04
2022-11-23 05:48:37,078 INFO [train.py:818] (0/4) Epoch 7, batch 700, loss[loss=0.1229, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005919, over 21.00 utterances.], tot_loss[loss=0.1151, over 1423666.41 frames. utt_duration=1219 frames, utt_pad_proportion=0.06916, over 4677.96 utterances.], batch size: 21, lr: 7.66e-04
2022-11-23 05:49:12,384 INFO [train.py:818] (0/4) Epoch 7, batch 750, loss[loss=0.1166, over 7333.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.008507, over 23.00 utterances.], tot_loss[loss=0.1133, over 1433053.42 frames. utt_duration=1243 frames, utt_pad_proportion=0.06191, over 4615.66 utterances.], batch size: 23, lr: 7.65e-04
2022-11-23 05:49:48,550 INFO [train.py:818] (0/4) Epoch 7, batch 800, loss[loss=0.1305, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009606, over 23.00 utterances.], tot_loss[loss=0.1159, over 1439458.67 frames. utt_duration=1260 frames, utt_pad_proportion=0.05577, over 4576.43 utterances.], batch size: 23, lr: 7.65e-04
2022-11-23 05:50:26,151 INFO [train.py:818] (0/4) Epoch 7, batch 850, loss[loss=0.0992, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005004, over 19.00 utterances.], tot_loss[loss=0.1162, over 1445137.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.06114, over 4688.58 utterances.], batch size: 19, lr: 7.64e-04
2022-11-23 05:51:02,667 INFO [train.py:818] (0/4) Epoch 7, batch 900, loss[loss=0.08387, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006359, over 20.00 utterances.], tot_loss[loss=0.1148, over 1448774.76 frames. utt_duration=1249 frames, utt_pad_proportion=0.05972, over 4643.53 utterances.], batch size: 20, lr: 7.64e-04
2022-11-23 05:51:39,032 INFO [train.py:818] (0/4) Epoch 7, batch 950, loss[loss=0.09048, over 7307.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008742, over 17.00 utterances.], tot_loss[loss=0.1151, over 1452281.59 frames. utt_duration=1258 frames, utt_pad_proportion=0.05907, over 4624.44 utterances.], batch size: 17, lr: 7.64e-04
2022-11-23 05:52:14,928 INFO [train.py:818] (0/4) Epoch 7, batch 1000, loss[loss=0.128, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.00618, over 19.00 utterances.], tot_loss[loss=0.116, over 1456694.15 frames. utt_duration=1277 frames, utt_pad_proportion=0.053, over 4569.43 utterances.], batch size: 19, lr: 7.63e-04
2022-11-23 05:52:51,241 INFO [train.py:818] (0/4) Epoch 7, batch 1050, loss[loss=0.09929, over 7173.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007772, over 17.00 utterances.], tot_loss[loss=0.1163, over 1456997.56 frames. utt_duration=1283 frames, utt_pad_proportion=0.05101, over 4546.22 utterances.], batch size: 17, lr: 7.63e-04
2022-11-23 05:53:28,676 INFO [train.py:818] (0/4) Epoch 7, batch 1100, loss[loss=0.08589, over 7376.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006894, over 21.00 utterances.], tot_loss[loss=0.1172, over 1458712.02 frames. utt_duration=1270 frames, utt_pad_proportion=0.0522, over 4598.62 utterances.], batch size: 21, lr: 7.63e-04
2022-11-23 05:54:05,333 INFO [train.py:818] (0/4) Epoch 7, batch 1150, loss[loss=0.1272, over 7284.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.005082, over 19.00 utterances.], tot_loss[loss=0.1181, over 1460804.22 frames. utt_duration=1264 frames, utt_pad_proportion=0.05656, over 4627.65 utterances.], batch size: 19, lr: 7.62e-04
2022-11-23 05:54:41,752 INFO [train.py:818] (0/4) Epoch 7, batch 1200, loss[loss=0.1467, over 7343.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009201, over 23.00 utterances.], tot_loss[loss=0.1186, over 1462361.43 frames. utt_duration=1271 frames, utt_pad_proportion=0.05758, over 4608.62 utterances.], batch size: 23, lr: 7.62e-04
2022-11-23 05:55:19,283 INFO [train.py:818] (0/4) Epoch 7, batch 1250, loss[loss=0.1117, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006735, over 20.00 utterances.], tot_loss[loss=0.1185, over 1463621.32 frames. utt_duration=1269 frames, utt_pad_proportion=0.05692, over 4620.28 utterances.], batch size: 20, lr: 7.62e-04
2022-11-23 05:55:55,355 INFO [train.py:818] (0/4) Epoch 7, batch 1300, loss[loss=0.09274, over 7404.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.006934, over 22.00 utterances.], tot_loss[loss=0.1192, over 1463607.99 frames. utt_duration=1261 frames, utt_pad_proportion=0.05651, over 4648.95 utterances.], batch size: 22, lr: 7.61e-04
2022-11-23 05:56:32,880 INFO [train.py:818] (0/4) Epoch 7, batch 1350, loss[loss=0.1161, over 7265.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03928, over 27.00 utterances.], tot_loss[loss=0.1208, over 1463609.75 frames. utt_duration=1255 frames, utt_pad_proportion=0.05617, over 4671.59 utterances.], batch size: 27, lr: 7.61e-04
2022-11-23 05:57:09,722 INFO [train.py:818] (0/4) Epoch 7, batch 1400, loss[loss=0.1275, over 7458.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02789, over 26.00 utterances.], tot_loss[loss=0.1195, over 1464517.51 frames. utt_duration=1260 frames, utt_pad_proportion=0.05395, over 4653.24 utterances.], batch size: 26, lr: 7.61e-04
2022-11-23 05:57:45,637 INFO [train.py:818] (0/4) Epoch 7, batch 1450, loss[loss=0.1289, over 7317.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007825, over 18.00 utterances.], tot_loss[loss=0.1194, over 1464023.90 frames. utt_duration=1278 frames, utt_pad_proportion=0.0486, over 4586.68 utterances.], batch size: 18, lr: 7.60e-04
2022-11-23 05:58:22,078 INFO [train.py:818] (0/4) Epoch 7, batch 1500, loss[loss=0.1456, over 7334.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01091, over 23.00 utterances.], tot_loss[loss=0.1186, over 1464617.70 frames. utt_duration=1298 frames, utt_pad_proportion=0.04233, over 4519.32 utterances.], batch size: 23, lr: 7.60e-04
2022-11-23 05:58:59,432 INFO [train.py:818] (0/4) Epoch 7, batch 1550, loss[loss=0.1251, over 7489.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009937, over 23.00 utterances.], tot_loss[loss=0.1202, over 1463385.85 frames. utt_duration=1258 frames, utt_pad_proportion=0.0555, over 4656.85 utterances.], batch size: 23, lr: 7.60e-04
2022-11-23 05:59:35,743 INFO [train.py:818] (0/4) Epoch 7, batch 1600, loss[loss=0.151, over 7408.00 frames. utt_duration=1561 frames, utt_pad_proportion=0.004599, over 19.00 utterances.], tot_loss[loss=0.1197, over 1463791.61 frames. utt_duration=1267 frames, utt_pad_proportion=0.05247, over 4626.57 utterances.], batch size: 19, lr: 7.59e-04
2022-11-23 06:00:12,015 INFO [train.py:818] (0/4) Epoch 7, batch 1650, loss[loss=0.1601, over 7393.00 frames. utt_duration=412.4 frames, utt_pad_proportion=0.3577, over 72.00 utterances.], tot_loss[loss=0.1225, over 1463518.40 frames. utt_duration=1265 frames, utt_pad_proportion=0.05057, over 4632.15 utterances.], batch size: 72, lr: 7.59e-04
2022-11-23 06:00:49,284 INFO [train.py:818] (0/4) Epoch 7, batch 1700, loss[loss=0.0997, over 7304.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007299, over 22.00 utterances.], tot_loss[loss=0.1216, over 1463735.84 frames. utt_duration=1280 frames, utt_pad_proportion=0.04826, over 4578.16 utterances.], batch size: 22, lr: 7.59e-04
2022-11-23 06:01:25,306 INFO [train.py:818] (0/4) Epoch 7, batch 1750, loss[loss=0.09734, over 7186.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.008719, over 18.00 utterances.], tot_loss[loss=0.1218, over 1464477.73 frames. utt_duration=1266 frames, utt_pad_proportion=0.05298, over 4633.11 utterances.], batch size: 18, lr: 7.58e-04
2022-11-23 06:02:02,061 INFO [train.py:818] (0/4) Epoch 7, batch 1800, loss[loss=0.09911, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.007034, over 17.00 utterances.], tot_loss[loss=0.1219, over 1464682.55 frames. utt_duration=1243 frames, utt_pad_proportion=0.05868, over 4720.82 utterances.], batch size: 17, lr: 7.58e-04
2022-11-23 06:02:39,108 INFO [train.py:818] (0/4) Epoch 7, batch 1850, loss[loss=0.06966, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008888, over 18.00 utterances.], tot_loss[loss=0.1233, over 1464107.86 frames. utt_duration=1262 frames, utt_pad_proportion=0.05083, over 4645.42 utterances.], batch size: 18, lr: 7.58e-04
2022-11-23 06:03:15,060 INFO [train.py:818] (0/4) Epoch 7, batch 1900, loss[loss=0.1008, over 7302.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008578, over 17.00 utterances.], tot_loss[loss=0.1202, over 1464394.98 frames. utt_duration=1274 frames, utt_pad_proportion=0.0505, over 4603.16 utterances.], batch size: 17, lr: 7.57e-04
2022-11-23 06:03:52,421 INFO [train.py:818] (0/4) Epoch 7, batch 1950, loss[loss=0.143, over 7422.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006054, over 22.00 utterances.], tot_loss[loss=0.1209, over 1465038.35 frames. utt_duration=1251 frames, utt_pad_proportion=0.05696, over 4690.87 utterances.], batch size: 22, lr: 7.57e-04
2022-11-23 06:04:28,013 INFO [train.py:818] (0/4) Epoch 7, batch 2000, loss[loss=0.1292, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005411, over 19.00 utterances.], tot_loss[loss=0.1202, over 1464956.58 frames. utt_duration=1241 frames, utt_pad_proportion=0.06021, over 4728.19 utterances.], batch size: 19, lr: 7.57e-04
2022-11-23 06:05:04,420 INFO [train.py:818] (0/4) Epoch 7, batch 2050, loss[loss=0.09969, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005833, over 19.00 utterances.], tot_loss[loss=0.1206, over 1464657.22 frames. utt_duration=1241 frames, utt_pad_proportion=0.06012, over 4727.11 utterances.], batch size: 19, lr: 7.56e-04
2022-11-23 06:05:41,313 INFO [train.py:818] (0/4) Epoch 7, batch 2100, loss[loss=0.1222, over 7347.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.007589, over 23.00 utterances.], tot_loss[loss=0.1193, over 1465313.56 frames. utt_duration=1262 frames, utt_pad_proportion=0.05479, over 4648.95 utterances.], batch size: 23, lr: 7.56e-04
2022-11-23 06:06:17,943 INFO [train.py:818] (0/4) Epoch 7, batch 2150, loss[loss=0.1336, over 7334.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.0311, over 27.00 utterances.], tot_loss[loss=0.1193, over 1463737.23 frames. utt_duration=1262 frames, utt_pad_proportion=0.05242, over 4644.19 utterances.], batch size: 27, lr: 7.56e-04
2022-11-23 06:06:54,610 INFO [train.py:818] (0/4) Epoch 7, batch 2200, loss[loss=0.1143, over 7214.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02237, over 25.00 utterances.], tot_loss[loss=0.1192, over 1463611.79 frames. utt_duration=1256 frames, utt_pad_proportion=0.05499, over 4665.20 utterances.], batch size: 25, lr: 7.55e-04
2022-11-23 06:07:31,378 INFO [train.py:818] (0/4) Epoch 7, batch 2250, loss[loss=0.1106, over 7160.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009602, over 17.00 utterances.], tot_loss[loss=0.1188, over 1464731.60 frames. utt_duration=1239 frames, utt_pad_proportion=0.06003, over 4734.54 utterances.], batch size: 17, lr: 7.55e-04
2022-11-23 06:08:07,565 INFO [train.py:818] (0/4) Epoch 7, batch 2300, loss[loss=0.1265, over 7390.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005078, over 21.00 utterances.], tot_loss[loss=0.1188, over 1465931.10 frames. utt_duration=1231 frames, utt_pad_proportion=0.06108, over 4768.53 utterances.], batch size: 21, lr: 7.55e-04
2022-11-23 06:08:44,610 INFO [train.py:818] (0/4) Epoch 7, batch 2350, loss[loss=0.1363, over 7487.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01245, over 24.00 utterances.], tot_loss[loss=0.1183, over 1466099.74 frames. utt_duration=1203 frames, utt_pad_proportion=0.07198, over 4879.85 utterances.], batch size: 24, lr: 7.54e-04
2022-11-23 06:09:21,079 INFO [train.py:818] (0/4) Epoch 7, batch 2400, loss[loss=0.1181, over 7301.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004867, over 20.00 utterances.], tot_loss[loss=0.1173, over 1464094.07 frames. utt_duration=1227 frames, utt_pad_proportion=0.06545, over 4777.47 utterances.], batch size: 20, lr: 7.54e-04
2022-11-23 06:09:57,954 INFO [train.py:818] (0/4) Epoch 7, batch 2450, loss[loss=0.08682, over 7164.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.009084, over 17.00 utterances.], tot_loss[loss=0.116, over 1463891.98 frames. utt_duration=1232 frames, utt_pad_proportion=0.06812, over 4759.75 utterances.], batch size: 17, lr: 7.54e-04
2022-11-23 06:10:34,285 INFO [train.py:818] (0/4) Epoch 7, batch 2500, loss[loss=0.09527, over 7210.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004175, over 20.00 utterances.], tot_loss[loss=0.1166, over 1464760.45 frames. utt_duration=1247 frames, utt_pad_proportion=0.06068, over 4705.85 utterances.], batch size: 20, lr: 7.53e-04
2022-11-23 06:11:11,716 INFO [train.py:818] (0/4) Epoch 7, batch 2550, loss[loss=0.09462, over 7442.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007727, over 18.00 utterances.], tot_loss[loss=0.116, over 1465022.64 frames. utt_duration=1269 frames, utt_pad_proportion=0.0534, over 4621.66 utterances.], batch size: 18, lr: 7.53e-04
2022-11-23 06:11:48,004 INFO [train.py:818] (0/4) Epoch 7, batch 2600, loss[loss=0.1168, over 7212.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02419, over 25.00 utterances.], tot_loss[loss=0.115, over 1465916.76 frames. utt_duration=1257 frames, utt_pad_proportion=0.05556, over 4670.28 utterances.], batch size: 25, lr: 7.53e-04
2022-11-23 06:12:14,116 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-56000.pt
2022-11-23 06:12:34,626 INFO [train.py:818] (0/4) Epoch 7, batch 2650, loss[loss=0.1027, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005649, over 21.00 utterances.], tot_loss[loss=0.1144, over 1465865.35 frames. utt_duration=1271 frames, utt_pad_proportion=0.05183, over 4617.41 utterances.], batch size: 21, lr: 7.52e-04
2022-11-23 06:13:11,763 INFO [train.py:818] (0/4) Epoch 7, batch 2700, loss[loss=0.1513, over 7293.00 frames. utt_duration=974 frames, utt_pad_proportion=0.05806, over 30.00 utterances.], tot_loss[loss=0.1151, over 1464729.09 frames. utt_duration=1293 frames, utt_pad_proportion=0.04422, over 4535.09 utterances.], batch size: 30, lr: 7.52e-04
2022-11-23 06:13:48,317 INFO [train.py:818] (0/4) Epoch 7, batch 2750, loss[loss=0.07726, over 7169.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008974, over 22.00 utterances.], tot_loss[loss=0.1145, over 1464535.41 frames. utt_duration=1311 frames, utt_pad_proportion=0.04292, over 4473.59 utterances.], batch size: 22, lr: 7.52e-04
2022-11-23 06:14:24,465 INFO [train.py:818] (0/4) Epoch 7, batch 2800, loss[loss=0.1365, over 7359.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.007274, over 23.00 utterances.], tot_loss[loss=0.1145, over 1463998.63 frames. utt_duration=1313 frames, utt_pad_proportion=0.03854, over 4464.06 utterances.], batch size: 23, lr: 7.51e-04
2022-11-23 06:15:01,180 INFO [train.py:818] (0/4) Epoch 7, batch 2850, loss[loss=0.1009, over 7374.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.004853, over 21.00 utterances.], tot_loss[loss=0.1144, over 1463435.56 frames. utt_duration=1298 frames, utt_pad_proportion=0.04414, over 4514.38 utterances.], batch size: 21, lr: 7.51e-04
2022-11-23 06:15:36,608 INFO [train.py:818] (0/4) Epoch 7, batch 2900, loss[loss=0.1026, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007148, over 21.00 utterances.], tot_loss[loss=0.1163, over 1462760.67 frames. utt_duration=1292 frames, utt_pad_proportion=0.04728, over 4535.15 utterances.], batch size: 21, lr: 7.51e-04
2022-11-23 06:16:13,077 INFO [train.py:818] (0/4) Epoch 7, batch 2950, loss[loss=0.1082, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005221, over 21.00 utterances.], tot_loss[loss=0.117, over 1463869.53 frames. utt_duration=1285 frames, utt_pad_proportion=0.0475, over 4560.30 utterances.], batch size: 21, lr: 7.50e-04
2022-11-23 06:16:50,960 INFO [train.py:818] (0/4) Epoch 7, batch 3000, loss[loss=0.1134, over 7113.00 frames. utt_duration=1582 frames, utt_pad_proportion=0.003953, over 18.00 utterances.], tot_loss[loss=0.1182, over 1464453.30 frames. utt_duration=1261 frames, utt_pad_proportion=0.05351, over 4649.82 utterances.], batch size: 18, lr: 7.50e-04
2022-11-23 06:16:50,962 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 06:17:11,194 INFO [train.py:847] (0/4) Epoch 7, validation: loss=0.06818, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 06:17:48,114 INFO [train.py:818] (0/4) Epoch 7, batch 3050, loss[loss=0.07728, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008193, over 18.00 utterances.], tot_loss[loss=0.1165, over 1464006.71 frames. utt_duration=1274 frames, utt_pad_proportion=0.0485, over 4600.49 utterances.], batch size: 18, lr: 7.50e-04
2022-11-23 06:18:25,653 INFO [train.py:818] (0/4) Epoch 7, batch 3100, loss[loss=0.07779, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005958, over 19.00 utterances.], tot_loss[loss=0.1175, over 1464716.03 frames. utt_duration=1240 frames, utt_pad_proportion=0.06145, over 4729.58 utterances.], batch size: 19, lr: 7.49e-04
2022-11-23 06:19:01,343 INFO [train.py:818] (0/4) Epoch 7, batch 3150, loss[loss=0.1829, over 7438.00 frames. utt_duration=961.3 frames, utt_pad_proportion=0.06307, over 31.00 utterances.], tot_loss[loss=0.118, over 1465346.95 frames. utt_duration=1232 frames, utt_pad_proportion=0.06402, over 4764.28 utterances.], batch size: 31, lr: 7.49e-04
2022-11-23 06:19:39,292 INFO [train.py:818] (0/4) Epoch 7, batch 3200, loss[loss=0.07935, over 7100.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005807, over 18.00 utterances.], tot_loss[loss=0.1176, over 1466579.91 frames. utt_duration=1210 frames, utt_pad_proportion=0.07068, over 4854.47 utterances.], batch size: 18, lr: 7.49e-04
2022-11-23 06:20:15,513 INFO [train.py:818] (0/4) Epoch 7, batch 3250, loss[loss=0.1315, over 7311.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.0335, over 27.00 utterances.], tot_loss[loss=0.1157, over 1466725.56 frames. utt_duration=1231 frames, utt_pad_proportion=0.06152, over 4770.35 utterances.], batch size: 27, lr: 7.48e-04
2022-11-23 06:20:51,518 INFO [train.py:818] (0/4) Epoch 7, batch 3300, loss[loss=0.1027, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009039, over 18.00 utterances.], tot_loss[loss=0.1152, over 1466116.83 frames. utt_duration=1250 frames, utt_pad_proportion=0.05582, over 4696.21 utterances.], batch size: 18, lr: 7.48e-04
2022-11-23 06:21:29,447 INFO [train.py:818] (0/4) Epoch 7, batch 3350, loss[loss=0.129, over 7428.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.009592, over 18.00 utterances.], tot_loss[loss=0.115, over 1466462.71 frames. utt_duration=1262 frames, utt_pad_proportion=0.05192, over 4653.01 utterances.], batch size: 18, lr: 7.48e-04
2022-11-23 06:22:05,289 INFO [train.py:818] (0/4) Epoch 7, batch 3400, loss[loss=0.08347, over 7451.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01147, over 17.00 utterances.], tot_loss[loss=0.1174, over 1465992.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.05133, over 4664.44 utterances.], batch size: 17, lr: 7.47e-04
2022-11-23 06:22:42,167 INFO [train.py:818] (0/4) Epoch 7, batch 3450, loss[loss=0.1288, over 7492.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01196, over 24.00 utterances.], tot_loss[loss=0.1159, over 1466559.76 frames. utt_duration=1268 frames, utt_pad_proportion=0.05083, over 4632.05 utterances.], batch size: 24, lr: 7.47e-04
2022-11-23 06:23:18,785 INFO [train.py:818] (0/4) Epoch 7, batch 3500, loss[loss=0.139, over 7232.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.01837, over 25.00 utterances.], tot_loss[loss=0.1155, over 1465772.40 frames. utt_duration=1285 frames, utt_pad_proportion=0.04765, over 4567.00 utterances.], batch size: 25, lr: 7.47e-04
2022-11-23 06:23:55,180 INFO [train.py:818] (0/4) Epoch 7, batch 3550, loss[loss=0.1329, over 7323.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.00738, over 18.00 utterances.], tot_loss[loss=0.1153, over 1466502.30 frames. utt_duration=1293 frames, utt_pad_proportion=0.045, over 4543.41 utterances.], batch size: 18, lr: 7.46e-04
2022-11-23 06:24:31,574 INFO [train.py:818] (0/4) Epoch 7, batch 3600, loss[loss=0.1182, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006404, over 21.00 utterances.], tot_loss[loss=0.1147, over 1464972.09 frames. utt_duration=1295 frames, utt_pad_proportion=0.04151, over 4530.78 utterances.], batch size: 21, lr: 7.46e-04
2022-11-23 06:25:09,366 INFO [train.py:818] (0/4) Epoch 7, batch 3650, loss[loss=0.1165, over 7469.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006148, over 21.00 utterances.], tot_loss[loss=0.1155, over 1464772.08 frames. utt_duration=1299 frames, utt_pad_proportion=0.04146, over 4516.86 utterances.], batch size: 21, lr: 7.46e-04
2022-11-23 06:25:45,142 INFO [train.py:818] (0/4) Epoch 7, batch 3700, loss[loss=0.09268, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005454, over 21.00 utterances.], tot_loss[loss=0.1156, over 1464642.10 frames. utt_duration=1302 frames, utt_pad_proportion=0.04028, over 4506.30 utterances.], batch size: 21, lr: 7.45e-04
2022-11-23 06:26:22,715 INFO [train.py:818] (0/4) Epoch 7, batch 3750, loss[loss=0.1092, over 7396.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.00494, over 20.00 utterances.], tot_loss[loss=0.1156, over 1465450.37 frames. utt_duration=1299 frames, utt_pad_proportion=0.04108, over 4518.65 utterances.], batch size: 20, lr: 7.45e-04
2022-11-23 06:27:00,316 INFO [train.py:818] (0/4) Epoch 7, batch 3800, loss[loss=0.09861, over 7313.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03384, over 27.00 utterances.], tot_loss[loss=0.1151, over 1465752.03 frames. utt_duration=1289 frames, utt_pad_proportion=0.04251, over 4552.59 utterances.], batch size: 27, lr: 7.45e-04
2022-11-23 06:27:35,645 INFO [train.py:818] (0/4) Epoch 7, batch 3850, loss[loss=0.1107, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006494, over 22.00 utterances.], tot_loss[loss=0.1149, over 1466258.49 frames. utt_duration=1299 frames, utt_pad_proportion=0.04172, over 4519.94 utterances.], batch size: 22, lr: 7.44e-04
2022-11-23 06:28:12,729 INFO [train.py:818] (0/4) Epoch 7, batch 3900, loss[loss=0.1172, over 7180.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007835, over 22.00 utterances.], tot_loss[loss=0.1141, over 1465229.26 frames. utt_duration=1297 frames, utt_pad_proportion=0.03971, over 4524.50 utterances.], batch size: 22, lr: 7.44e-04
2022-11-23 06:28:50,209 INFO [train.py:818] (0/4) Epoch 7, batch 3950, loss[loss=0.06416, over 7201.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006548, over 18.00 utterances.], tot_loss[loss=0.1136, over 1465160.72 frames. utt_duration=1273 frames, utt_pad_proportion=0.04777, over 4609.92 utterances.], batch size: 18, lr: 7.44e-04
2022-11-23 06:29:26,698 INFO [train.py:818] (0/4) Epoch 7, batch 4000, loss[loss=0.1184, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006336, over 21.00 utterances.], tot_loss[loss=0.1123, over 1465726.47 frames. utt_duration=1290 frames, utt_pad_proportion=0.04478, over 4551.13 utterances.], batch size: 21, lr: 7.43e-04
2022-11-23 06:30:03,978 INFO [train.py:818] (0/4) Epoch 7, batch 4050, loss[loss=0.08592, over 7457.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0164, over 24.00 utterances.], tot_loss[loss=0.1129, over 1466115.03 frames. utt_duration=1305 frames, utt_pad_proportion=0.03894, over 4499.57 utterances.], batch size: 24, lr: 7.43e-04
2022-11-23 06:30:40,274 INFO [train.py:818] (0/4) Epoch 7, batch 4100, loss[loss=0.1526, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.003458, over 20.00 utterances.], tot_loss[loss=0.1157, over 1465425.32 frames. utt_duration=1294 frames, utt_pad_proportion=0.04449, over 4534.20 utterances.], batch size: 20, lr: 7.43e-04
2022-11-23 06:31:17,726 INFO [train.py:818] (0/4) Epoch 7, batch 4150, loss[loss=0.1261, over 7372.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.006028, over 21.00 utterances.], tot_loss[loss=0.1178, over 1465566.23 frames. utt_duration=1280 frames, utt_pad_proportion=0.0505, over 4586.58 utterances.], batch size: 21, lr: 7.42e-04
2022-11-23 06:31:54,079 INFO [train.py:818] (0/4) Epoch 7, batch 4200, loss[loss=0.1545, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005508, over 20.00 utterances.], tot_loss[loss=0.1203, over 1464880.33 frames. utt_duration=1283 frames, utt_pad_proportion=0.04917, over 4572.99 utterances.], batch size: 20, lr: 7.42e-04
2022-11-23 06:32:29,522 INFO [train.py:818] (0/4) Epoch 7, batch 4250, loss[loss=0.08745, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00562, over 21.00 utterances.], tot_loss[loss=0.123, over 1464744.94 frames. utt_duration=1288 frames, utt_pad_proportion=0.04786, over 4554.83 utterances.], batch size: 21, lr: 7.42e-04
2022-11-23 06:33:06,210 INFO [train.py:818] (0/4) Epoch 7, batch 4300, loss[loss=0.1408, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005515, over 21.00 utterances.], tot_loss[loss=0.1269, over 1464292.09 frames. utt_duration=1312 frames, utt_pad_proportion=0.0407, over 4469.32 utterances.], batch size: 21, lr: 7.41e-04
2022-11-23 06:33:43,234 INFO [train.py:818] (0/4) Epoch 7, batch 4350, loss[loss=0.2213, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.0049, over 20.00 utterances.], tot_loss[loss=0.1297, over 1464402.02 frames. utt_duration=1289 frames, utt_pad_proportion=0.04467, over 4550.22 utterances.], batch size: 20, lr: 7.41e-04
2022-11-23 06:34:19,647 INFO [train.py:818] (0/4) Epoch 7, batch 4400, loss[loss=0.1517, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.005306, over 23.00 utterances.], tot_loss[loss=0.1345, over 1464874.19 frames. utt_duration=1248 frames, utt_pad_proportion=0.06052, over 4702.30 utterances.], batch size: 23, lr: 7.41e-04
2022-11-23 06:34:55,912 INFO [train.py:818] (0/4) Epoch 7, batch 4450, loss[loss=0.1328, over 7347.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009127, over 23.00 utterances.], tot_loss[loss=0.1354, over 1464618.72 frames. utt_duration=1280 frames, utt_pad_proportion=0.05443, over 4583.78 utterances.], batch size: 23, lr: 7.40e-04
2022-11-23 06:35:32,444 INFO [train.py:818] (0/4) Epoch 7, batch 4500, loss[loss=0.1554, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004981, over 21.00 utterances.], tot_loss[loss=0.1372, over 1465694.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.05219, over 4616.23 utterances.], batch size: 21, lr: 7.40e-04
2022-11-23 06:36:09,169 INFO [train.py:818] (0/4) Epoch 7, batch 4550, loss[loss=0.1091, over 7374.00 frames. utt_duration=1405 frames, utt_pad_proportion=0.007735, over 21.00 utterances.], tot_loss[loss=0.1388, over 1464529.08 frames. utt_duration=1284 frames, utt_pad_proportion=0.04619, over 4567.90 utterances.], batch size: 21, lr: 7.40e-04
2022-11-23 06:36:46,238 INFO [train.py:818] (0/4) Epoch 7, batch 4600, loss[loss=0.1279, over 7391.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006613, over 19.00 utterances.], tot_loss[loss=0.1399, over 1464540.85 frames. utt_duration=1289 frames, utt_pad_proportion=0.04452, over 4551.70 utterances.], batch size: 19, lr: 7.40e-04
2022-11-23 06:37:22,955 INFO [train.py:818] (0/4) Epoch 7, batch 4650, loss[loss=0.144, over 7211.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02377, over 25.00 utterances.], tot_loss[loss=0.1413, over 1465404.29 frames. utt_duration=1259 frames, utt_pad_proportion=0.05252, over 4661.96 utterances.], batch size: 25, lr: 7.39e-04
2022-11-23 06:38:00,810 INFO [train.py:818] (0/4) Epoch 7, batch 4700, loss[loss=0.1659, over 7194.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.005935, over 20.00 utterances.], tot_loss[loss=0.1441, over 1465445.63 frames. utt_duration=1222 frames, utt_pad_proportion=0.06113, over 4802.29 utterances.], batch size: 20, lr: 7.39e-04
2022-11-23 06:38:38,368 INFO [train.py:818] (0/4) Epoch 7, batch 4750, loss[loss=0.1221, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005882, over 21.00 utterances.], tot_loss[loss=0.1445, over 1465534.98 frames. utt_duration=1224 frames, utt_pad_proportion=0.06086, over 4793.34 utterances.], batch size: 21, lr: 7.39e-04
2022-11-23 06:39:16,094 INFO [train.py:818] (0/4) Epoch 7, batch 4800, loss[loss=0.1116, over 7292.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007712, over 22.00 utterances.], tot_loss[loss=0.1441, over 1465943.12 frames. utt_duration=1215 frames, utt_pad_proportion=0.06646, over 4833.54 utterances.], batch size: 22, lr: 7.38e-04
2022-11-23 06:39:54,411 INFO [train.py:818] (0/4) Epoch 7, batch 4850, loss[loss=0.1525, over 7399.00 frames. utt_duration=956.2 frames, utt_pad_proportion=0.0616, over 31.00 utterances.], tot_loss[loss=0.1467, over 1466168.37 frames. utt_duration=1202 frames, utt_pad_proportion=0.06933, over 4884.20 utterances.], batch size: 31, lr: 7.38e-04
2022-11-23 06:40:31,484 INFO [train.py:818] (0/4) Epoch 7, batch 4900, loss[loss=0.1499, over 7490.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.00501, over 20.00 utterances.], tot_loss[loss=0.1467, over 1465180.90 frames. utt_duration=1220 frames, utt_pad_proportion=0.06736, over 4811.27 utterances.], batch size: 20, lr: 7.38e-04
2022-11-23 06:41:07,477 INFO [train.py:818] (0/4) Epoch 7, batch 4950, loss[loss=0.1074, over 7200.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00641, over 18.00 utterances.], tot_loss[loss=0.1461, over 1464191.96 frames. utt_duration=1248 frames, utt_pad_proportion=0.05755, over 4699.90 utterances.], batch size: 18, lr: 7.37e-04
2022-11-23 06:41:43,817 INFO [train.py:818] (0/4) Epoch 7, batch 5000, loss[loss=0.125, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005245, over 20.00 utterances.], tot_loss[loss=0.1465, over 1465098.42 frames. utt_duration=1234 frames, utt_pad_proportion=0.06137, over 4754.91 utterances.], batch size: 20, lr: 7.37e-04
2022-11-23 06:42:21,391 INFO [train.py:818] (0/4) Epoch 7, batch 5050, loss[loss=0.1414, over 7347.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008359, over 23.00 utterances.], tot_loss[loss=0.1474, over 1465185.15 frames. utt_duration=1206 frames, utt_pad_proportion=0.07041, over 4865.51 utterances.], batch size: 23, lr: 7.37e-04
2022-11-23 06:42:58,866 INFO [train.py:818] (0/4) Epoch 7, batch 5100, loss[loss=0.1516, over 7194.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007204, over 19.00 utterances.], tot_loss[loss=0.1449, over 1464995.59 frames. utt_duration=1232 frames, utt_pad_proportion=0.06389, over 4762.77 utterances.], batch size: 19, lr: 7.36e-04
2022-11-23 06:43:36,191 INFO [train.py:818] (0/4) Epoch 7, batch 5150, loss[loss=0.1523, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006437, over 20.00 utterances.], tot_loss[loss=0.1472, over 1465668.94 frames. utt_duration=1213 frames, utt_pad_proportion=0.07079, over 4840.69 utterances.], batch size: 20, lr: 7.36e-04
2022-11-23 06:44:13,798 INFO [train.py:818] (0/4) Epoch 7, batch 5200, loss[loss=0.1555, over 7306.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.007229, over 18.00 utterances.], tot_loss[loss=0.1451, over 1465407.23 frames. utt_duration=1219 frames, utt_pad_proportion=0.07204, over 4813.23 utterances.], batch size: 18, lr: 7.36e-04
2022-11-23 06:44:51,507 INFO [train.py:818] (0/4) Epoch 7, batch 5250, loss[loss=0.1466, over 7272.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.005837, over 21.00 utterances.], tot_loss[loss=0.1451, over 1465006.37 frames. utt_duration=1198 frames, utt_pad_proportion=0.08017, over 4897.54 utterances.], batch size: 21, lr: 7.35e-04
2022-11-23 06:45:29,224 INFO [train.py:818] (0/4) Epoch 7, batch 5300, loss[loss=0.1655, over 7342.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009632, over 23.00 utterances.], tot_loss[loss=0.1455, over 1464517.61 frames. utt_duration=1206 frames, utt_pad_proportion=0.07942, over 4863.39 utterances.], batch size: 23, lr: 7.35e-04
2022-11-23 06:46:06,809 INFO [train.py:818] (0/4) Epoch 7, batch 5350, loss[loss=0.2009, over 7384.00 frames. utt_duration=759 frames, utt_pad_proportion=0.1346, over 39.00 utterances.], tot_loss[loss=0.1451, over 1465079.44 frames. utt_duration=1212 frames, utt_pad_proportion=0.07679, over 4840.41 utterances.], batch size: 39, lr: 7.35e-04
2022-11-23 06:46:42,427 INFO [train.py:818] (0/4) Epoch 7, batch 5400, loss[loss=0.07919, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006686, over 18.00 utterances.], tot_loss[loss=0.1461, over 1465102.30 frames. utt_duration=1234 frames, utt_pad_proportion=0.06768, over 4754.73 utterances.], batch size: 18, lr: 7.35e-04
2022-11-23 06:47:20,225 INFO [train.py:818] (0/4) Epoch 7, batch 5450, loss[loss=0.1144, over 7386.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007552, over 19.00 utterances.], tot_loss[loss=0.1472, over 1465994.97 frames. utt_duration=1195 frames, utt_pad_proportion=0.07895, over 4915.29 utterances.], batch size: 19, lr: 7.34e-04
2022-11-23 06:47:57,090 INFO [train.py:818] (0/4) Epoch 7, batch 5500, loss[loss=0.1477, over 7302.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01033, over 18.00 utterances.], tot_loss[loss=0.1447, over 1465633.21 frames. utt_duration=1203 frames, utt_pad_proportion=0.07496, over 4878.50 utterances.], batch size: 18, lr: 7.34e-04
2022-11-23 06:48:33,765 INFO [train.py:818] (0/4) Epoch 7, batch 5550, loss[loss=0.08774, over 7475.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006441, over 20.00 utterances.], tot_loss[loss=0.1449, over 1467117.62 frames. utt_duration=1199 frames, utt_pad_proportion=0.07732, over 4900.00 utterances.], batch size: 20, lr: 7.34e-04
2022-11-23 06:49:10,220 INFO [train.py:818] (0/4) Epoch 7, batch 5600, loss[loss=0.1882, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005345, over 20.00 utterances.], tot_loss[loss=0.1446, over 1466203.08 frames. utt_duration=1216 frames, utt_pad_proportion=0.06991, over 4829.72 utterances.], batch size: 20, lr: 7.33e-04
2022-11-23 06:49:47,832 INFO [train.py:818] (0/4) Epoch 7, batch 5650, loss[loss=0.2045, over 7348.00 frames. utt_duration=404 frames, utt_pad_proportion=0.3597, over 73.00 utterances.], tot_loss[loss=0.1438, over 1466494.58 frames. utt_duration=1202 frames, utt_pad_proportion=0.07377, over 4886.94 utterances.], batch size: 73, lr: 7.33e-04
2022-11-23 06:50:24,452 INFO [train.py:818] (0/4) Epoch 7, batch 5700, loss[loss=0.256, over 7466.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01291, over 24.00 utterances.], tot_loss[loss=0.1452, over 1466575.54 frames. utt_duration=1215 frames, utt_pad_proportion=0.06927, over 4834.99 utterances.], batch size: 24, lr: 7.33e-04
2022-11-23 06:51:02,469 INFO [train.py:818] (0/4) Epoch 7, batch 5750, loss[loss=0.1437, over 7468.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01479, over 24.00 utterances.], tot_loss[loss=0.1456, over 1467122.23 frames. utt_duration=1224 frames, utt_pad_proportion=0.06607, over 4799.67 utterances.], batch size: 24, lr: 7.32e-04
2022-11-23 06:51:39,238 INFO [train.py:818] (0/4) Epoch 7, batch 5800, loss[loss=0.1151, over 7381.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005216, over 21.00 utterances.], tot_loss[loss=0.1471, over 1466782.62 frames. utt_duration=1217 frames, utt_pad_proportion=0.06946, over 4827.23 utterances.], batch size: 21, lr: 7.32e-04
2022-11-23 06:52:17,879 INFO [train.py:818] (0/4) Epoch 7, batch 5850, loss[loss=0.1561, over 7226.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01511, over 24.00 utterances.], tot_loss[loss=0.1461, over 1467097.37 frames. utt_duration=1223 frames, utt_pad_proportion=0.06664, over 4805.06 utterances.], batch size: 24, lr: 7.32e-04
2022-11-23 06:52:55,655 INFO [train.py:818] (0/4) Epoch 7, batch 5900, loss[loss=0.1046, over 7304.00 frames. utt_duration=1828 frames, utt_pad_proportion=0.03434, over 16.00 utterances.], tot_loss[loss=0.1459, over 1466121.39 frames. utt_duration=1223 frames, utt_pad_proportion=0.06827, over 4800.12 utterances.], batch size: 16, lr: 7.31e-04
2022-11-23 06:53:32,463 INFO [train.py:818] (0/4) Epoch 7, batch 5950, loss[loss=0.1425, over 7267.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.0402, over 27.00 utterances.], tot_loss[loss=0.1461, over 1467186.16 frames. utt_duration=1195 frames, utt_pad_proportion=0.07489, over 4918.73 utterances.], batch size: 27, lr: 7.31e-04
2022-11-23 06:54:10,247 INFO [train.py:818] (0/4) Epoch 7, batch 6000, loss[loss=0.1626, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008701, over 18.00 utterances.], tot_loss[loss=0.1454, over 1466955.65 frames. utt_duration=1223 frames, utt_pad_proportion=0.06434, over 4805.14 utterances.], batch size: 18, lr: 7.31e-04
2022-11-23 06:54:10,248 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 06:54:30,500 INFO [train.py:847] (0/4) Epoch 7, validation: loss=0.05972, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 06:55:08,026 INFO [train.py:818] (0/4) Epoch 7, batch 6050, loss[loss=0.1183, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006105, over 19.00 utterances.], tot_loss[loss=0.1432, over 1465934.17 frames. utt_duration=1241 frames, utt_pad_proportion=0.06066, over 4731.68 utterances.], batch size: 19, lr: 7.31e-04
2022-11-23 06:55:45,229 INFO [train.py:818] (0/4) Epoch 7, batch 6100, loss[loss=0.1616, over 7303.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01005, over 18.00 utterances.], tot_loss[loss=0.1441, over 1466244.92 frames. utt_duration=1246 frames, utt_pad_proportion=0.05824, over 4712.61 utterances.], batch size: 18, lr: 7.30e-04
2022-11-23 06:56:22,073 INFO [train.py:818] (0/4) Epoch 7, batch 6150, loss[loss=0.129, over 7381.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005717, over 21.00 utterances.], tot_loss[loss=0.1438, over 1467154.74 frames. utt_duration=1229 frames, utt_pad_proportion=0.06555, over 4779.27 utterances.], batch size: 21, lr: 7.30e-04
2022-11-23 06:56:58,905 INFO [train.py:818] (0/4) Epoch 7, batch 6200, loss[loss=0.1617, over 7139.00 frames. utt_duration=1681 frames, utt_pad_proportion=0.0121, over 17.00 utterances.], tot_loss[loss=0.1435, over 1466364.41 frames. utt_duration=1235 frames, utt_pad_proportion=0.06557, over 4755.88 utterances.], batch size: 17, lr: 7.30e-04
2022-11-23 06:57:36,594 INFO [train.py:818] (0/4) Epoch 7, batch 6250, loss[loss=0.177, over 7414.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006723, over 22.00 utterances.], tot_loss[loss=0.1425, over 1466537.42 frames. utt_duration=1261 frames, utt_pad_proportion=0.05676, over 4657.36 utterances.], batch size: 22, lr: 7.29e-04
2022-11-23 06:58:14,391 INFO [train.py:818] (0/4) Epoch 7, batch 6300, loss[loss=0.1894, over 7414.00 frames. utt_duration=413.2 frames, utt_pad_proportion=0.3533, over 72.00 utterances.], tot_loss[loss=0.1424, over 1467064.96 frames. utt_duration=1236 frames, utt_pad_proportion=0.06564, over 4755.42 utterances.], batch size: 72, lr: 7.29e-04
2022-11-23 06:58:51,754 INFO [train.py:818] (0/4) Epoch 7, batch 6350, loss[loss=0.1416, over 7283.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.005286, over 20.00 utterances.], tot_loss[loss=0.1403, over 1465948.81 frames. utt_duration=1252 frames, utt_pad_proportion=0.06388, over 4690.20 utterances.], batch size: 20, lr: 7.29e-04
2022-11-23 06:59:28,457 INFO [train.py:818] (0/4) Epoch 7, batch 6400, loss[loss=0.1218, over 7327.00 frames. utt_duration=1275 frames, utt_pad_proportion=0.01206, over 23.00 utterances.], tot_loss[loss=0.1414, over 1465169.45 frames. utt_duration=1270 frames, utt_pad_proportion=0.05486, over 4618.89 utterances.], batch size: 23, lr: 7.28e-04
2022-11-23 07:00:06,504 INFO [train.py:818] (0/4) Epoch 7, batch 6450, loss[loss=0.1569, over 7465.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01545, over 24.00 utterances.], tot_loss[loss=0.1425, over 1464028.10 frames. utt_duration=1273 frames, utt_pad_proportion=0.05201, over 4606.99 utterances.], batch size: 24, lr: 7.28e-04
2022-11-23 07:00:43,612 INFO [train.py:818] (0/4) Epoch 7, batch 6500, loss[loss=0.1358, over 7276.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.06009, over 30.00 utterances.], tot_loss[loss=0.1406, over 1466104.16 frames. utt_duration=1274 frames, utt_pad_proportion=0.04836, over 4607.68 utterances.], batch size: 30, lr: 7.28e-04
2022-11-23 07:01:20,903 INFO [train.py:818] (0/4) Epoch 7, batch 6550, loss[loss=0.1627, over 7352.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008622, over 23.00 utterances.], tot_loss[loss=0.1425, over 1466789.72 frames. utt_duration=1220 frames, utt_pad_proportion=0.06492, over 4816.84 utterances.], batch size: 23, lr: 7.27e-04
2022-11-23 07:01:57,398 INFO [train.py:818] (0/4) Epoch 7, batch 6600, loss[loss=0.1501, over 7251.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01312, over 24.00 utterances.], tot_loss[loss=0.142, over 1465176.08 frames. utt_duration=1227 frames, utt_pad_proportion=0.06231, over 4781.71 utterances.], batch size: 24, lr: 7.27e-04
2022-11-23 07:02:34,950 INFO [train.py:818] (0/4) Epoch 7, batch 6650, loss[loss=0.09798, over 7303.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.005644, over 17.00 utterances.], tot_loss[loss=0.1432, over 1464989.74 frames. utt_duration=1219 frames, utt_pad_proportion=0.06479, over 4815.01 utterances.], batch size: 17, lr: 7.27e-04
2022-11-23 07:03:11,801 INFO [train.py:818] (0/4) Epoch 7, batch 6700, loss[loss=0.1158, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005611, over 20.00 utterances.], tot_loss[loss=0.1422, over 1464607.06 frames. utt_duration=1240 frames, utt_pad_proportion=0.05954, over 4730.57 utterances.], batch size: 20, lr: 7.27e-04
2022-11-23 07:03:49,227 INFO [train.py:818] (0/4) Epoch 7, batch 6750, loss[loss=0.1423, over 7457.00 frames. utt_duration=963.6 frames, utt_pad_proportion=0.06358, over 31.00 utterances.], tot_loss[loss=0.1444, over 1464178.30 frames. utt_duration=1221 frames, utt_pad_proportion=0.06585, over 4803.12 utterances.], batch size: 31, lr: 7.26e-04
2022-11-23 07:04:26,882 INFO [train.py:818] (0/4) Epoch 7, batch 6800, loss[loss=0.1544, over 7171.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008324, over 22.00 utterances.], tot_loss[loss=0.1419, over 1462941.48 frames. utt_duration=1261 frames, utt_pad_proportion=0.05619, over 4646.45 utterances.], batch size: 22, lr: 7.26e-04
2022-11-23 07:05:03,961 INFO [train.py:818] (0/4) Epoch 7, batch 6850, loss[loss=0.1772, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007321, over 21.00 utterances.], tot_loss[loss=0.1415, over 1464215.48 frames. utt_duration=1268 frames, utt_pad_proportion=0.05602, over 4625.49 utterances.], batch size: 21, lr: 7.26e-04
2022-11-23 07:05:41,244 INFO [train.py:818] (0/4) Epoch 7, batch 6900, loss[loss=0.1865, over 7353.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008049, over 23.00 utterances.], tot_loss[loss=0.1413, over 1464881.03 frames. utt_duration=1271 frames, utt_pad_proportion=0.05016, over 4616.54 utterances.], batch size: 23, lr: 7.25e-04
2022-11-23 07:06:18,006 INFO [train.py:818] (0/4) Epoch 7, batch 6950, loss[loss=0.1446, over 7277.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.04329, over 16.00 utterances.], tot_loss[loss=0.1407, over 1464356.55 frames. utt_duration=1286 frames, utt_pad_proportion=0.04628, over 4559.97 utterances.], batch size: 16, lr: 7.25e-04
2022-11-23 07:06:54,727 INFO [train.py:818] (0/4) Epoch 7, batch 7000, loss[loss=0.1729, over 7172.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008151, over 22.00 utterances.], tot_loss[loss=0.1417, over 1463896.39 frames. utt_duration=1255 frames, utt_pad_proportion=0.05387, over 4669.63 utterances.], batch size: 22, lr: 7.25e-04
2022-11-23 07:07:31,293 INFO [train.py:818] (0/4) Epoch 7, batch 7050, loss[loss=0.1238, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007479, over 18.00 utterances.], tot_loss[loss=0.1415, over 1464050.05 frames. utt_duration=1278 frames, utt_pad_proportion=0.04684, over 4587.62 utterances.], batch size: 18, lr: 7.25e-04
2022-11-23 07:08:08,486 INFO [train.py:818] (0/4) Epoch 7, batch 7100, loss[loss=0.1682, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006165, over 20.00 utterances.], tot_loss[loss=0.1421, over 1465040.17 frames. utt_duration=1243 frames, utt_pad_proportion=0.05424, over 4720.70 utterances.], batch size: 20, lr: 7.24e-04
2022-11-23 07:08:45,277 INFO [train.py:818] (0/4) Epoch 7, batch 7150, loss[loss=0.1617, over 7309.00 frames. utt_duration=751.3 frames, utt_pad_proportion=0.1284, over 39.00 utterances.], tot_loss[loss=0.1408, over 1465991.51 frames. utt_duration=1264 frames, utt_pad_proportion=0.05103, over 4643.70 utterances.], batch size: 39, lr: 7.24e-04
2022-11-23 07:09:23,026 INFO [train.py:818] (0/4) Epoch 7, batch 7200, loss[loss=0.1444, over 7196.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02519, over 25.00 utterances.], tot_loss[loss=0.1401, over 1465267.82 frames. utt_duration=1259 frames, utt_pad_proportion=0.05203, over 4659.14 utterances.], batch size: 25, lr: 7.24e-04
2022-11-23 07:09:59,737 INFO [train.py:818] (0/4) Epoch 7, batch 7250, loss[loss=0.1179, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005011, over 21.00 utterances.], tot_loss[loss=0.14, over 1466043.97 frames. utt_duration=1261 frames, utt_pad_proportion=0.05009, over 4656.29 utterances.], batch size: 21, lr: 7.23e-04
2022-11-23 07:10:36,807 INFO [train.py:818] (0/4) Epoch 7, batch 7300, loss[loss=0.1617, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005858, over 22.00 utterances.], tot_loss[loss=0.1382, over 1466593.51 frames. utt_duration=1267 frames, utt_pad_proportion=0.04996, over 4634.62 utterances.], batch size: 22, lr: 7.23e-04
2022-11-23 07:11:16,166 INFO [train.py:818] (0/4) Epoch 7, batch 7350, loss[loss=0.1543, over 7460.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.005262, over 18.00 utterances.], tot_loss[loss=0.1406, over 1466911.16 frames. utt_duration=1201 frames, utt_pad_proportion=0.07142, over 4890.00 utterances.], batch size: 18, lr: 7.23e-04
2022-11-23 07:11:53,119 INFO [train.py:818] (0/4) Epoch 7, batch 7400, loss[loss=0.1022, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00654, over 21.00 utterances.], tot_loss[loss=0.1389, over 1466679.26 frames. utt_duration=1210 frames, utt_pad_proportion=0.06985, over 4854.43 utterances.], batch size: 21, lr: 7.22e-04
2022-11-23 07:12:30,270 INFO [train.py:818] (0/4) Epoch 7, batch 7450, loss[loss=0.08448, over 7457.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.006191, over 18.00 utterances.], tot_loss[loss=0.1382, over 1466142.19 frames. utt_duration=1227 frames, utt_pad_proportion=0.06269, over 4786.12 utterances.], batch size: 18, lr: 7.22e-04
2022-11-23 07:13:08,330 INFO [train.py:818] (0/4) Epoch 7, batch 7500, loss[loss=0.1474, over 7404.00 frames. utt_duration=956.9 frames, utt_pad_proportion=0.071, over 31.00 utterances.], tot_loss[loss=0.1394, over 1466109.91 frames. utt_duration=1191 frames, utt_pad_proportion=0.07411, over 4928.25 utterances.], batch size: 31, lr: 7.22e-04
2022-11-23 07:13:45,140 INFO [train.py:818] (0/4) Epoch 7, batch 7550, loss[loss=0.1363, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00452, over 20.00 utterances.], tot_loss[loss=0.1395, over 1466873.84 frames. utt_duration=1230 frames, utt_pad_proportion=0.06364, over 4775.52 utterances.], batch size: 20, lr: 7.22e-04
2022-11-23 07:14:22,495 INFO [train.py:818] (0/4) Epoch 7, batch 7600, loss[loss=0.1552, over 7472.00 frames. utt_duration=748.8 frames, utt_pad_proportion=0.1462, over 40.00 utterances.], tot_loss[loss=0.1405, over 1467596.11 frames. utt_duration=1231 frames, utt_pad_proportion=0.0627, over 4774.59 utterances.], batch size: 40, lr: 7.21e-04
2022-11-23 07:14:58,942 INFO [train.py:818] (0/4) Epoch 7, batch 7650, loss[loss=0.1357, over 7200.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.01932, over 24.00 utterances.], tot_loss[loss=0.1391, over 1467390.73 frames. utt_duration=1247 frames, utt_pad_proportion=0.05595, over 4711.72 utterances.], batch size: 24, lr: 7.21e-04
2022-11-23 07:15:37,223 INFO [train.py:818] (0/4) Epoch 7, batch 7700, loss[loss=0.1223, over 7220.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01709, over 24.00 utterances.], tot_loss[loss=0.1388, over 1466406.43 frames. utt_duration=1233 frames, utt_pad_proportion=0.06221, over 4763.60 utterances.], batch size: 24, lr: 7.21e-04
2022-11-23 07:16:14,643 INFO [train.py:818] (0/4) Epoch 7, batch 7750, loss[loss=0.09188, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006687, over 22.00 utterances.], tot_loss[loss=0.1388, over 1466762.13 frames. utt_duration=1248 frames, utt_pad_proportion=0.05822, over 4708.34 utterances.], batch size: 22, lr: 7.20e-04
2022-11-23 07:16:51,729 INFO [train.py:818] (0/4) Epoch 7, batch 7800, loss[loss=0.1206, over 7249.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.02564, over 16.00 utterances.], tot_loss[loss=0.1396, over 1466871.37 frames. utt_duration=1245 frames, utt_pad_proportion=0.06044, over 4718.86 utterances.], batch size: 16, lr: 7.20e-04
2022-11-23 07:17:28,380 INFO [train.py:818] (0/4) Epoch 7, batch 7850, loss[loss=0.1289, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004822, over 21.00 utterances.], tot_loss[loss=0.1403, over 1467361.02 frames. utt_duration=1239 frames, utt_pad_proportion=0.05818, over 4742.86 utterances.], batch size: 21, lr: 7.20e-04
2022-11-23 07:18:04,899 INFO [train.py:818] (0/4) Epoch 7, batch 7900, loss[loss=0.1371, over 7313.00 frames. utt_duration=976.6 frames, utt_pad_proportion=0.05371, over 30.00 utterances.], tot_loss[loss=0.1389, over 1467643.18 frames. utt_duration=1248 frames, utt_pad_proportion=0.05893, over 4708.82 utterances.], batch size: 30, lr: 7.19e-04
2022-11-23 07:18:41,440 INFO [train.py:818] (0/4) Epoch 7, batch 7950, loss[loss=0.1432, over 7491.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004678, over 20.00 utterances.], tot_loss[loss=0.1372, over 1466569.43 frames. utt_duration=1266 frames, utt_pad_proportion=0.05487, over 4640.68 utterances.], batch size: 20, lr: 7.19e-04
2022-11-23 07:19:18,857 INFO [train.py:818] (0/4) Epoch 7, batch 8000, loss[loss=0.1487, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006393, over 19.00 utterances.], tot_loss[loss=0.1383, over 1466540.79 frames. utt_duration=1251 frames, utt_pad_proportion=0.05867, over 4694.42 utterances.], batch size: 19, lr: 7.19e-04
2022-11-23 07:19:55,884 INFO [train.py:818] (0/4) Epoch 7, batch 8050, loss[loss=0.1403, over 7295.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.009329, over 17.00 utterances.], tot_loss[loss=0.1398, over 1467109.60 frames. utt_duration=1229 frames, utt_pad_proportion=0.06459, over 4780.20 utterances.], batch size: 17, lr: 7.19e-04
2022-11-23 07:20:32,828 INFO [train.py:818] (0/4) Epoch 7, batch 8100, loss[loss=0.218, over 7447.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007323, over 18.00 utterances.], tot_loss[loss=0.1409, over 1467832.05 frames. utt_duration=1230 frames, utt_pad_proportion=0.06607, over 4780.27 utterances.], batch size: 18, lr: 7.18e-04
2022-11-23 07:21:10,934 INFO [train.py:818] (0/4) Epoch 7, batch 8150, loss[loss=0.1783, over 7389.00 frames. utt_duration=429.9 frames, utt_pad_proportion=0.3283, over 69.00 utterances.], tot_loss[loss=0.1408, over 1468199.60 frames. utt_duration=1223 frames, utt_pad_proportion=0.06769, over 4809.23 utterances.], batch size: 69, lr: 7.18e-04
2022-11-23 07:21:48,699 INFO [train.py:818] (0/4) Epoch 7, batch 8200, loss[loss=0.1061, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006125, over 22.00 utterances.], tot_loss[loss=0.1415, over 1467060.68 frames. utt_duration=1201 frames, utt_pad_proportion=0.07383, over 4893.80 utterances.], batch size: 22, lr: 7.18e-04
2022-11-23 07:22:25,711 INFO [train.py:818] (0/4) Epoch 7, batch 8250, loss[loss=0.123, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005676, over 19.00 utterances.], tot_loss[loss=0.1409, over 1466731.38 frames. utt_duration=1202 frames, utt_pad_proportion=0.07474, over 4886.93 utterances.], batch size: 19, lr: 7.17e-04
2022-11-23 07:23:03,379 INFO [train.py:818] (0/4) Epoch 7, batch 8300, loss[loss=0.1605, over 7483.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02443, over 26.00 utterances.], tot_loss[loss=0.1408, over 1467098.67 frames. utt_duration=1201 frames, utt_pad_proportion=0.07192, over 4891.12 utterances.], batch size: 26, lr: 7.17e-04
2022-11-23 07:23:39,731 INFO [train.py:818] (0/4) Epoch 7, batch 8350, loss[loss=0.1411, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005882, over 21.00 utterances.], tot_loss[loss=0.1419, over 1466331.26 frames. utt_duration=1209 frames, utt_pad_proportion=0.06854, over 4856.05 utterances.], batch size: 21, lr: 7.17e-04
2022-11-23 07:24:16,897 INFO [train.py:818] (0/4) Epoch 7, batch 8400, loss[loss=0.1045, over 7457.00 frames. utt_duration=964 frames, utt_pad_proportion=0.06773, over 31.00 utterances.], tot_loss[loss=0.1408, over 1465861.43 frames. utt_duration=1212 frames, utt_pad_proportion=0.06638, over 4845.68 utterances.], batch size: 31, lr: 7.17e-04
2022-11-23 07:24:53,146 INFO [train.py:818] (0/4) Epoch 7, batch 8450, loss[loss=0.1223, over 7434.00 frames. utt_duration=960.3 frames, utt_pad_proportion=0.07039, over 31.00 utterances.], tot_loss[loss=0.14, over 1466412.77 frames. utt_duration=1221 frames, utt_pad_proportion=0.06383, over 4808.84 utterances.], batch size: 31, lr: 7.16e-04
2022-11-23 07:25:29,423 INFO [train.py:818] (0/4) Epoch 7, batch 8500, loss[loss=0.1311, over 7291.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006804, over 19.00 utterances.], tot_loss[loss=0.1398, over 1466405.54 frames. utt_duration=1197 frames, utt_pad_proportion=0.0718, over 4908.03 utterances.], batch size: 19, lr: 7.16e-04
2022-11-23 07:26:07,448 INFO [train.py:818] (0/4) Epoch 7, batch 8550, loss[loss=0.1892, over 7311.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00874, over 18.00 utterances.], tot_loss[loss=0.141, over 1466416.24 frames. utt_duration=1194 frames, utt_pad_proportion=0.07228, over 4918.24 utterances.], batch size: 18, lr: 7.16e-04
2022-11-23 07:26:43,515 INFO [train.py:818] (0/4) Epoch 7, batch 8600, loss[loss=0.126, over 7388.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 21.00 utterances.], tot_loss[loss=0.1392, over 1464833.87 frames. utt_duration=1210 frames, utt_pad_proportion=0.06873, over 4849.76 utterances.], batch size: 21, lr: 7.15e-04
2022-11-23 07:27:21,496 INFO [train.py:818] (0/4) Epoch 7, batch 8650, loss[loss=0.1341, over 7346.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02929, over 27.00 utterances.], tot_loss[loss=0.1388, over 1465061.30 frames. utt_duration=1193 frames, utt_pad_proportion=0.07578, over 4919.89 utterances.], batch size: 27, lr: 7.15e-04
2022-11-23 07:27:56,845 INFO [train.py:818] (0/4) Epoch 7, batch 8700, loss[loss=0.1446, over 7305.00 frames. utt_duration=943.9 frames, utt_pad_proportion=0.08177, over 31.00 utterances.], tot_loss[loss=0.1379, over 1465363.17 frames. utt_duration=1202 frames, utt_pad_proportion=0.07282, over 4882.16 utterances.], batch size: 31, lr: 7.15e-04
2022-11-23 07:28:33,428 INFO [train.py:818] (0/4) Epoch 7, batch 8750, loss[loss=0.1609, over 7307.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006314, over 22.00 utterances.], tot_loss[loss=0.1384, over 1464730.38 frames. utt_duration=1199 frames, utt_pad_proportion=0.07745, over 4892.91 utterances.], batch size: 22, lr: 7.15e-04
2022-11-23 07:29:09,977 INFO [train.py:818] (0/4) Epoch 7, batch 8800, loss[loss=0.1437, over 7227.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01642, over 24.00 utterances.], tot_loss[loss=0.1398, over 1464889.68 frames. utt_duration=1197 frames, utt_pad_proportion=0.07329, over 4899.72 utterances.], batch size: 24, lr: 7.14e-04
2022-11-23 07:29:47,274 INFO [train.py:818] (0/4) Epoch 7, batch 8850, loss[loss=0.1871, over 7248.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01423, over 24.00 utterances.], tot_loss[loss=0.1403, over 1465136.23 frames. utt_duration=1212 frames, utt_pad_proportion=0.06741, over 4841.77 utterances.], batch size: 24, lr: 7.14e-04
2022-11-23 07:30:26,628 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-7.pt
2022-11-23 07:31:08,798 INFO [train.py:818] (0/4) Epoch 8, batch 0, loss[loss=0.1044, over 7422.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005552, over 22.00 utterances.], tot_loss[loss=0.1044, over 7422.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005552, over 22.00 utterances.], batch size: 22, lr: 6.85e-04
2022-11-23 07:31:44,829 INFO [train.py:818] (0/4) Epoch 8, batch 50, loss[loss=0.1179, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007134, over 22.00 utterances.], tot_loss[loss=0.1149, over 330188.02 frames. utt_duration=1228 frames, utt_pad_proportion=0.0528, over 1077.29 utterances.], batch size: 22, lr: 6.84e-04
2022-11-23 07:32:21,480 INFO [train.py:818] (0/4) Epoch 8, batch 100, loss[loss=0.1686, over 7379.00 frames. utt_duration=423.1 frames, utt_pad_proportion=0.3358, over 70.00 utterances.], tot_loss[loss=0.1132, over 580957.18 frames. utt_duration=1196 frames, utt_pad_proportion=0.07305, over 1944.95 utterances.], batch size: 70, lr: 6.84e-04
2022-11-23 07:32:59,803 INFO [train.py:818] (0/4) Epoch 8, batch 150, loss[loss=0.1434, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005727, over 21.00 utterances.], tot_loss[loss=0.1126, over 776148.67 frames. utt_duration=1215 frames, utt_pad_proportion=0.06437, over 2558.51 utterances.], batch size: 21, lr: 6.84e-04
2022-11-23 07:33:36,187 INFO [train.py:818] (0/4) Epoch 8, batch 200, loss[loss=0.127, over 7297.00 frames. utt_duration=769.3 frames, utt_pad_proportion=0.1258, over 38.00 utterances.], tot_loss[loss=0.1113, over 929630.70 frames. utt_duration=1169 frames, utt_pad_proportion=0.08061, over 3185.25 utterances.], batch size: 38, lr: 6.84e-04
2022-11-23 07:34:12,926 INFO [train.py:818] (0/4) Epoch 8, batch 250, loss[loss=0.107, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005751, over 21.00 utterances.], tot_loss[loss=0.1112, over 1048346.36 frames. utt_duration=1210 frames, utt_pad_proportion=0.07005, over 3471.12 utterances.], batch size: 21, lr: 6.83e-04
2022-11-23 07:34:50,022 INFO [train.py:818] (0/4) Epoch 8, batch 300, loss[loss=0.1103, over 7461.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009782, over 17.00 utterances.], tot_loss[loss=0.1111, over 1141391.03 frames. utt_duration=1213 frames, utt_pad_proportion=0.07016, over 3768.47 utterances.], batch size: 17, lr: 6.83e-04
2022-11-23 07:35:26,525 INFO [train.py:818] (0/4) Epoch 8, batch 350, loss[loss=0.07607, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005141, over 20.00 utterances.], tot_loss[loss=0.1089, over 1213116.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.05926, over 3911.37 utterances.], batch size: 20, lr: 6.83e-04
2022-11-23 07:36:03,792 INFO [train.py:818] (0/4) Epoch 8, batch 400, loss[loss=0.09555, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006525, over 19.00 utterances.], tot_loss[loss=0.1083, over 1268879.83 frames. utt_duration=1272 frames, utt_pad_proportion=0.05035, over 3994.73 utterances.], batch size: 19, lr: 6.83e-04
2022-11-23 07:36:40,525 INFO [train.py:818] (0/4) Epoch 8, batch 450, loss[loss=0.08425, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005653, over 21.00 utterances.], tot_loss[loss=0.1072, over 1311782.90 frames. utt_duration=1263 frames, utt_pad_proportion=0.05097, over 4159.53 utterances.], batch size: 21, lr: 6.82e-04
2022-11-23 07:37:15,939 INFO [train.py:818] (0/4) Epoch 8, batch 500, loss[loss=0.09121, over 7474.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.0072, over 20.00 utterances.], tot_loss[loss=0.1083, over 1346043.95 frames. utt_duration=1243 frames, utt_pad_proportion=0.05707, over 4337.19 utterances.], batch size: 20, lr: 6.82e-04
2022-11-23 07:37:54,321 INFO [train.py:818] (0/4) Epoch 8, batch 550, loss[loss=0.1228, over 7459.00 frames. utt_duration=766.9 frames, utt_pad_proportion=0.1275, over 39.00 utterances.], tot_loss[loss=0.1073, over 1372018.66 frames. utt_duration=1242 frames, utt_pad_proportion=0.05818, over 4425.69 utterances.], batch size: 39, lr: 6.82e-04
2022-11-23 07:38:30,760 INFO [train.py:818] (0/4) Epoch 8, batch 600, loss[loss=0.08546, over 7425.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006317, over 22.00 utterances.], tot_loss[loss=0.1073, over 1393120.32 frames. utt_duration=1257 frames, utt_pad_proportion=0.05564, over 4436.97 utterances.], batch size: 22, lr: 6.81e-04
2022-11-23 07:39:06,588 INFO [train.py:818] (0/4) Epoch 8, batch 650, loss[loss=0.06162, over 7203.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.00452, over 18.00 utterances.], tot_loss[loss=0.1055, over 1407963.23 frames. utt_duration=1277 frames, utt_pad_proportion=0.05087, over 4414.25 utterances.], batch size: 18, lr: 6.81e-04
2022-11-23 07:39:43,753 INFO [train.py:818] (0/4) Epoch 8, batch 700, loss[loss=0.07373, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008203, over 18.00 utterances.], tot_loss[loss=0.105, over 1419252.68 frames. utt_duration=1280 frames, utt_pad_proportion=0.05087, over 4439.46 utterances.], batch size: 18, lr: 6.81e-04
2022-11-23 07:40:20,981 INFO [train.py:818] (0/4) Epoch 8, batch 750, loss[loss=0.09897, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005852, over 19.00 utterances.], tot_loss[loss=0.1073, over 1428904.41 frames. utt_duration=1252 frames, utt_pad_proportion=0.05859, over 4569.17 utterances.], batch size: 19, lr: 6.81e-04
2022-11-23 07:40:57,160 INFO [train.py:818] (0/4) Epoch 8, batch 800, loss[loss=0.107, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.005895, over 22.00 utterances.], tot_loss[loss=0.1081, over 1437462.55 frames. utt_duration=1261 frames, utt_pad_proportion=0.05689, over 4563.55 utterances.], batch size: 22, lr: 6.80e-04
2022-11-23 07:41:34,708 INFO [train.py:818] (0/4) Epoch 8, batch 850, loss[loss=0.119, over 7486.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02497, over 26.00 utterances.], tot_loss[loss=0.1102, over 1444167.41 frames. utt_duration=1274 frames, utt_pad_proportion=0.0541, over 4538.53 utterances.], batch size: 26, lr: 6.80e-04
2022-11-23 07:42:11,206 INFO [train.py:818] (0/4) Epoch 8, batch 900, loss[loss=0.1041, over 7229.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01681, over 24.00 utterances.], tot_loss[loss=0.1102, over 1448041.24 frames. utt_duration=1281 frames, utt_pad_proportion=0.05195, over 4526.90 utterances.], batch size: 24, lr: 6.80e-04
2022-11-23 07:42:47,693 INFO [train.py:818] (0/4) Epoch 8, batch 950, loss[loss=0.1162, over 7478.00 frames. utt_duration=768.6 frames, utt_pad_proportion=0.1266, over 39.00 utterances.], tot_loss[loss=0.1109, over 1451269.64 frames. utt_duration=1293 frames, utt_pad_proportion=0.04689, over 4495.48 utterances.], batch size: 39, lr: 6.80e-04
2022-11-23 07:43:23,832 INFO [train.py:818] (0/4) Epoch 8, batch 1000, loss[loss=0.08633, over 7232.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01493, over 24.00 utterances.], tot_loss[loss=0.1101, over 1454520.65 frames. utt_duration=1303 frames, utt_pad_proportion=0.0437, over 4471.07 utterances.], batch size: 24, lr: 6.79e-04
2022-11-23 07:44:01,021 INFO [train.py:818] (0/4) Epoch 8, batch 1050, loss[loss=0.06146, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009844, over 17.00 utterances.], tot_loss[loss=0.1107, over 1456485.95 frames. utt_duration=1280 frames, utt_pad_proportion=0.04987, over 4557.79 utterances.], batch size: 17, lr: 6.79e-04
2022-11-23 07:44:36,870 INFO [train.py:818] (0/4) Epoch 8, batch 1100, loss[loss=0.08521, over 7298.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00774, over 22.00 utterances.], tot_loss[loss=0.1113, over 1458166.63 frames. utt_duration=1282 frames, utt_pad_proportion=0.05149, over 4556.60 utterances.], batch size: 22, lr: 6.79e-04
2022-11-23 07:45:14,424 INFO [train.py:818] (0/4) Epoch 8, batch 1150, loss[loss=0.1366, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007599, over 22.00 utterances.], tot_loss[loss=0.1118, over 1459085.37 frames. utt_duration=1264 frames, utt_pad_proportion=0.05756, over 4622.50 utterances.], batch size: 22, lr: 6.79e-04
2022-11-23 07:45:49,478 INFO [train.py:818] (0/4) Epoch 8, batch 1200, loss[loss=0.1186, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005211, over 19.00 utterances.], tot_loss[loss=0.1115, over 1460765.80 frames. utt_duration=1282 frames, utt_pad_proportion=0.05029, over 4564.20 utterances.], batch size: 19, lr: 6.78e-04
2022-11-23 07:46:27,047 INFO [train.py:818] (0/4) Epoch 8, batch 1250, loss[loss=0.1055, over 7291.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.00869, over 22.00 utterances.], tot_loss[loss=0.112, over 1463058.42 frames. utt_duration=1269 frames, utt_pad_proportion=0.05397, over 4618.22 utterances.], batch size: 22, lr: 6.78e-04
2022-11-23 07:47:04,463 INFO [train.py:818] (0/4) Epoch 8, batch 1300, loss[loss=0.08747, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.004878, over 19.00 utterances.], tot_loss[loss=0.1137, over 1463559.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.06156, over 4721.65 utterances.], batch size: 19, lr: 6.78e-04
2022-11-23 07:47:41,092 INFO [train.py:818] (0/4) Epoch 8, batch 1350, loss[loss=0.1278, over 7204.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02359, over 25.00 utterances.], tot_loss[loss=0.113, over 1465123.33 frames. utt_duration=1240 frames, utt_pad_proportion=0.06522, over 4732.67 utterances.], batch size: 25, lr: 6.77e-04
2022-11-23 07:48:17,498 INFO [train.py:818] (0/4) Epoch 8, batch 1400, loss[loss=0.0724, over 7420.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007186, over 22.00 utterances.], tot_loss[loss=0.1131, over 1465547.15 frames. utt_duration=1271 frames, utt_pad_proportion=0.05531, over 4619.31 utterances.], batch size: 22, lr: 6.77e-04
2022-11-23 07:48:54,630 INFO [train.py:818] (0/4) Epoch 8, batch 1450, loss[loss=0.1205, over 7163.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007958, over 17.00 utterances.], tot_loss[loss=0.1128, over 1465364.53 frames. utt_duration=1294 frames, utt_pad_proportion=0.04797, over 4534.04 utterances.], batch size: 17, lr: 6.77e-04
2022-11-23 07:49:29,753 INFO [train.py:818] (0/4) Epoch 8, batch 1500, loss[loss=0.1675, over 7292.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005518, over 21.00 utterances.], tot_loss[loss=0.1145, over 1465388.57 frames. utt_duration=1293 frames, utt_pad_proportion=0.04894, over 4537.55 utterances.], batch size: 21, lr: 6.77e-04
2022-11-23 07:50:07,128 INFO [train.py:818] (0/4) Epoch 8, batch 1550, loss[loss=0.1341, over 7455.00 frames. utt_duration=766.2 frames, utt_pad_proportion=0.1274, over 39.00 utterances.], tot_loss[loss=0.1149, over 1465389.47 frames. utt_duration=1269 frames, utt_pad_proportion=0.05271, over 4625.55 utterances.], batch size: 39, lr: 6.76e-04
2022-11-23 07:50:42,930 INFO [train.py:818] (0/4) Epoch 8, batch 1600, loss[loss=0.0819, over 7313.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008636, over 17.00 utterances.], tot_loss[loss=0.1128, over 1464566.64 frames. utt_duration=1284 frames, utt_pad_proportion=0.04733, over 4567.35 utterances.], batch size: 17, lr: 6.76e-04
2022-11-23 07:51:18,611 INFO [train.py:818] (0/4) Epoch 8, batch 1650, loss[loss=0.07456, over 7314.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007055, over 18.00 utterances.], tot_loss[loss=0.1135, over 1463901.61 frames. utt_duration=1289 frames, utt_pad_proportion=0.04576, over 4548.83 utterances.], batch size: 18, lr: 6.76e-04
2022-11-23 07:51:55,767 INFO [train.py:818] (0/4) Epoch 8, batch 1700, loss[loss=0.1124, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.00916, over 23.00 utterances.], tot_loss[loss=0.1116, over 1464845.39 frames. utt_duration=1313 frames, utt_pad_proportion=0.03963, over 4466.83 utterances.], batch size: 23, lr: 6.76e-04
2022-11-23 07:52:26,932 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-64000.pt
2022-11-23 07:52:43,210 INFO [train.py:818] (0/4) Epoch 8, batch 1750, loss[loss=0.1238, over 7287.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03482, over 27.00 utterances.], tot_loss[loss=0.1122, over 1465764.38 frames. utt_duration=1298 frames, utt_pad_proportion=0.0464, over 4521.37 utterances.], batch size: 27, lr: 6.75e-04
2022-11-23 07:53:20,149 INFO [train.py:818] (0/4) Epoch 8, batch 1800, loss[loss=0.11, over 7289.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.05955, over 30.00 utterances.], tot_loss[loss=0.1145, over 1465856.64 frames. utt_duration=1251 frames, utt_pad_proportion=0.06181, over 4694.35 utterances.], batch size: 30, lr: 6.75e-04
2022-11-23 07:53:57,792 INFO [train.py:818] (0/4) Epoch 8, batch 1850, loss[loss=0.08767, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005824, over 22.00 utterances.], tot_loss[loss=0.1154, over 1466914.48 frames. utt_duration=1215 frames, utt_pad_proportion=0.07012, over 4836.33 utterances.], batch size: 22, lr: 6.75e-04
2022-11-23 07:54:34,000 INFO [train.py:818] (0/4) Epoch 8, batch 1900, loss[loss=0.07731, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005737, over 19.00 utterances.], tot_loss[loss=0.1152, over 1466448.50 frames. utt_duration=1231 frames, utt_pad_proportion=0.0623, over 4770.83 utterances.], batch size: 19, lr: 6.75e-04
2022-11-23 07:55:10,505 INFO [train.py:818] (0/4) Epoch 8, batch 1950, loss[loss=0.1307, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004293, over 21.00 utterances.], tot_loss[loss=0.1135, over 1465715.14 frames. utt_duration=1261 frames, utt_pad_proportion=0.05652, over 4655.77 utterances.], batch size: 21, lr: 6.74e-04
2022-11-23 07:55:48,194 INFO [train.py:818] (0/4) Epoch 8, batch 2000, loss[loss=0.0924, over 7470.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01472, over 24.00 utterances.], tot_loss[loss=0.1132, over 1466953.25 frames. utt_duration=1240 frames, utt_pad_proportion=0.06029, over 4737.68 utterances.], batch size: 24, lr: 6.74e-04
2022-11-23 07:56:23,899 INFO [train.py:818] (0/4) Epoch 8, batch 2050, loss[loss=0.1605, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007781, over 17.00 utterances.], tot_loss[loss=0.1118, over 1465552.68 frames. utt_duration=1251 frames, utt_pad_proportion=0.05391, over 4691.16 utterances.], batch size: 17, lr: 6.74e-04
2022-11-23 07:57:01,028 INFO [train.py:818] (0/4) Epoch 8, batch 2100, loss[loss=0.1192, over 7316.00 frames. utt_duration=771.8 frames, utt_pad_proportion=0.1139, over 38.00 utterances.], tot_loss[loss=0.1096, over 1465311.80 frames. utt_duration=1260 frames, utt_pad_proportion=0.05631, over 4657.24 utterances.], batch size: 38, lr: 6.74e-04
2022-11-23 07:57:38,462 INFO [train.py:818] (0/4) Epoch 8, batch 2150, loss[loss=0.147, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006624, over 20.00 utterances.], tot_loss[loss=0.1096, over 1465562.50 frames. utt_duration=1261 frames, utt_pad_proportion=0.05682, over 4654.15 utterances.], batch size: 20, lr: 6.73e-04
2022-11-23 07:58:14,382 INFO [train.py:818] (0/4) Epoch 8, batch 2200, loss[loss=0.1256, over 7209.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004931, over 20.00 utterances.], tot_loss[loss=0.1108, over 1464386.05 frames. utt_duration=1240 frames, utt_pad_proportion=0.0625, over 4731.01 utterances.], batch size: 20, lr: 6.73e-04
2022-11-23 07:58:51,840 INFO [train.py:818] (0/4) Epoch 8, batch 2250, loss[loss=0.1187, over 7310.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008737, over 17.00 utterances.], tot_loss[loss=0.1098, over 1464892.62 frames. utt_duration=1256 frames, utt_pad_proportion=0.06261, over 4670.58 utterances.], batch size: 17, lr: 6.73e-04
2022-11-23 07:59:28,657 INFO [train.py:818] (0/4) Epoch 8, batch 2300, loss[loss=0.1463, over 7469.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01479, over 24.00 utterances.], tot_loss[loss=0.1116, over 1464572.27 frames. utt_duration=1233 frames, utt_pad_proportion=0.06558, over 4758.94 utterances.], batch size: 24, lr: 6.73e-04
2022-11-23 08:00:04,577 INFO [train.py:818] (0/4) Epoch 8, batch 2350, loss[loss=0.1223, over 7166.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01024, over 22.00 utterances.], tot_loss[loss=0.1107, over 1464976.92 frames. utt_duration=1241 frames, utt_pad_proportion=0.06051, over 4727.88 utterances.], batch size: 22, lr: 6.72e-04
2022-11-23 08:00:41,227 INFO [train.py:818] (0/4) Epoch 8, batch 2400, loss[loss=0.107, over 7153.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01088, over 17.00 utterances.], tot_loss[loss=0.1107, over 1464411.97 frames. utt_duration=1255 frames, utt_pad_proportion=0.0563, over 4672.51 utterances.], batch size: 17, lr: 6.72e-04
2022-11-23 08:01:18,029 INFO [train.py:818] (0/4) Epoch 8, batch 2450, loss[loss=0.08356, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.00826, over 17.00 utterances.], tot_loss[loss=0.1117, over 1464458.07 frames. utt_duration=1259 frames, utt_pad_proportion=0.05611, over 4659.54 utterances.], batch size: 17, lr: 6.72e-04
2022-11-23 08:01:53,699 INFO [train.py:818] (0/4) Epoch 8, batch 2500, loss[loss=0.1197, over 7481.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.007258, over 19.00 utterances.], tot_loss[loss=0.1102, over 1464583.37 frames. utt_duration=1254 frames, utt_pad_proportion=0.05695, over 4675.80 utterances.], batch size: 19, lr: 6.71e-04
2022-11-23 08:02:30,700 INFO [train.py:818] (0/4) Epoch 8, batch 2550, loss[loss=0.0938, over 7389.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005679, over 20.00 utterances.], tot_loss[loss=0.1104, over 1465947.75 frames. utt_duration=1253 frames, utt_pad_proportion=0.0572, over 4685.84 utterances.], batch size: 20, lr: 6.71e-04
2022-11-23 08:03:07,822 INFO [train.py:818] (0/4) Epoch 8, batch 2600, loss[loss=0.1059, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006562, over 19.00 utterances.], tot_loss[loss=0.1103, over 1467025.09 frames. utt_duration=1253 frames, utt_pad_proportion=0.06005, over 4690.27 utterances.], batch size: 19, lr: 6.71e-04
2022-11-23 08:03:43,899 INFO [train.py:818] (0/4) Epoch 8, batch 2650, loss[loss=0.1088, over 7166.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.007812, over 22.00 utterances.], tot_loss[loss=0.1084, over 1467081.14 frames. utt_duration=1256 frames, utt_pad_proportion=0.05837, over 4677.32 utterances.], batch size: 22, lr: 6.71e-04
2022-11-23 08:04:20,998 INFO [train.py:818] (0/4) Epoch 8, batch 2700, loss[loss=0.07831, over 7194.00 frames. utt_duration=1800 frames, utt_pad_proportion=0.02253, over 16.00 utterances.], tot_loss[loss=0.1089, over 1465907.07 frames. utt_duration=1256 frames, utt_pad_proportion=0.0575, over 4674.86 utterances.], batch size: 16, lr: 6.70e-04
2022-11-23 08:04:58,092 INFO [train.py:818] (0/4) Epoch 8, batch 2750, loss[loss=0.06, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009281, over 18.00 utterances.], tot_loss[loss=0.1085, over 1465633.07 frames. utt_duration=1234 frames, utt_pad_proportion=0.06342, over 4755.14 utterances.], batch size: 18, lr: 6.70e-04
2022-11-23 08:05:34,739 INFO [train.py:818] (0/4) Epoch 8, batch 2800, loss[loss=0.1256, over 7302.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.00514, over 20.00 utterances.], tot_loss[loss=0.1085, over 1465378.05 frames. utt_duration=1246 frames, utt_pad_proportion=0.05987, over 4710.67 utterances.], batch size: 20, lr: 6.70e-04
2022-11-23 08:06:11,100 INFO [train.py:818] (0/4) Epoch 8, batch 2850, loss[loss=0.1503, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006221, over 21.00 utterances.], tot_loss[loss=0.1083, over 1465494.40 frames. utt_duration=1235 frames, utt_pad_proportion=0.06448, over 4752.19 utterances.], batch size: 21, lr: 6.70e-04
2022-11-23 08:06:47,367 INFO [train.py:818] (0/4) Epoch 8, batch 2900, loss[loss=0.08399, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006423, over 21.00 utterances.], tot_loss[loss=0.1084, over 1465669.20 frames. utt_duration=1260 frames, utt_pad_proportion=0.05832, over 4658.60 utterances.], batch size: 21, lr: 6.69e-04
2022-11-23 08:07:23,402 INFO [train.py:818] (0/4) Epoch 8, batch 2950, loss[loss=0.09805, over 7227.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.0224, over 25.00 utterances.], tot_loss[loss=0.1066, over 1464882.98 frames. utt_duration=1290 frames, utt_pad_proportion=0.05003, over 4549.24 utterances.], batch size: 25, lr: 6.69e-04
2022-11-23 08:07:59,806 INFO [train.py:818] (0/4) Epoch 8, batch 3000, loss[loss=0.1191, over 7180.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01087, over 23.00 utterances.], tot_loss[loss=0.1073, over 1463973.89 frames. utt_duration=1279 frames, utt_pad_proportion=0.05164, over 4582.65 utterances.], batch size: 23, lr: 6.69e-04
2022-11-23 08:07:59,807 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 08:08:19,928 INFO [train.py:847] (0/4) Epoch 8, validation: loss=0.0631, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 08:08:56,016 INFO [train.py:818] (0/4) Epoch 8, batch 3050, loss[loss=0.0643, over 7311.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008805, over 17.00 utterances.], tot_loss[loss=0.1074, over 1464928.46 frames. utt_duration=1286 frames, utt_pad_proportion=0.04625, over 4560.60 utterances.], batch size: 17, lr: 6.69e-04
2022-11-23 08:09:32,234 INFO [train.py:818] (0/4) Epoch 8, batch 3100, loss[loss=0.1191, over 7449.00 frames. utt_duration=765.8 frames, utt_pad_proportion=0.1198, over 39.00 utterances.], tot_loss[loss=0.1078, over 1464942.60 frames. utt_duration=1278 frames, utt_pad_proportion=0.04866, over 4588.95 utterances.], batch size: 39, lr: 6.68e-04
2022-11-23 08:10:09,254 INFO [train.py:818] (0/4) Epoch 8, batch 3150, loss[loss=0.09921, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004855, over 21.00 utterances.], tot_loss[loss=0.1065, over 1465291.05 frames. utt_duration=1303 frames, utt_pad_proportion=0.0422, over 4503.21 utterances.], batch size: 21, lr: 6.68e-04
2022-11-23 08:10:46,796 INFO [train.py:818] (0/4) Epoch 8, batch 3200, loss[loss=0.09817, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007114, over 21.00 utterances.], tot_loss[loss=0.1074, over 1465567.38 frames. utt_duration=1270 frames, utt_pad_proportion=0.05356, over 4622.79 utterances.], batch size: 21, lr: 6.68e-04
2022-11-23 08:11:24,732 INFO [train.py:818] (0/4) Epoch 8, batch 3250, loss[loss=0.1046, over 7160.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009602, over 17.00 utterances.], tot_loss[loss=0.1089, over 1465511.68 frames. utt_duration=1240 frames, utt_pad_proportion=0.06506, over 4734.09 utterances.], batch size: 17, lr: 6.68e-04
2022-11-23 08:12:01,264 INFO [train.py:818] (0/4) Epoch 8, batch 3300, loss[loss=0.213, over 7250.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.04221, over 27.00 utterances.], tot_loss[loss=0.1105, over 1465139.43 frames. utt_duration=1224 frames, utt_pad_proportion=0.07101, over 4792.68 utterances.], batch size: 27, lr: 6.67e-04
2022-11-23 08:12:37,722 INFO [train.py:818] (0/4) Epoch 8, batch 3350, loss[loss=0.08924, over 7389.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005112, over 21.00 utterances.], tot_loss[loss=0.1102, over 1465120.66 frames. utt_duration=1235 frames, utt_pad_proportion=0.06791, over 4752.96 utterances.], batch size: 21, lr: 6.67e-04
2022-11-23 08:13:14,262 INFO [train.py:818] (0/4) Epoch 8, batch 3400, loss[loss=0.07855, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006336, over 21.00 utterances.], tot_loss[loss=0.1091, over 1465510.38 frames. utt_duration=1226 frames, utt_pad_proportion=0.06479, over 4787.92 utterances.], batch size: 21, lr: 6.67e-04
2022-11-23 08:13:50,246 INFO [train.py:818] (0/4) Epoch 8, batch 3450, loss[loss=0.07749, over 7386.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007586, over 19.00 utterances.], tot_loss[loss=0.1091, over 1465881.70 frames. utt_duration=1222 frames, utt_pad_proportion=0.06427, over 4803.89 utterances.], batch size: 19, lr: 6.67e-04
2022-11-23 08:14:26,906 INFO [train.py:818] (0/4) Epoch 8, batch 3500, loss[loss=0.09559, over 7397.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004805, over 20.00 utterances.], tot_loss[loss=0.1096, over 1466518.59 frames. utt_duration=1219 frames, utt_pad_proportion=0.06222, over 4818.93 utterances.], batch size: 20, lr: 6.66e-04
2022-11-23 08:15:04,368 INFO [train.py:818] (0/4) Epoch 8, batch 3550, loss[loss=0.1143, over 7388.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.1084, over 1466655.93 frames. utt_duration=1254 frames, utt_pad_proportion=0.05265, over 4684.83 utterances.], batch size: 21, lr: 6.66e-04
2022-11-23 08:15:39,383 INFO [train.py:818] (0/4) Epoch 8, batch 3600, loss[loss=0.09409, over 7473.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02504, over 26.00 utterances.], tot_loss[loss=0.1069, over 1465950.35 frames. utt_duration=1280 frames, utt_pad_proportion=0.04594, over 4585.57 utterances.], batch size: 26, lr: 6.66e-04
2022-11-23 08:16:16,856 INFO [train.py:818] (0/4) Epoch 8, batch 3650, loss[loss=0.1367, over 7405.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008295, over 22.00 utterances.], tot_loss[loss=0.1064, over 1465760.30 frames. utt_duration=1265 frames, utt_pad_proportion=0.05024, over 4639.30 utterances.], batch size: 22, lr: 6.66e-04
2022-11-23 08:16:53,404 INFO [train.py:818] (0/4) Epoch 8, batch 3700, loss[loss=0.08419, over 7287.00 frames. utt_duration=1716 frames, utt_pad_proportion=0.009844, over 17.00 utterances.], tot_loss[loss=0.1075, over 1466456.71 frames. utt_duration=1268 frames, utt_pad_proportion=0.05061, over 4631.76 utterances.], batch size: 17, lr: 6.65e-04
2022-11-23 08:17:29,604 INFO [train.py:818] (0/4) Epoch 8, batch 3750, loss[loss=0.1031, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008388, over 18.00 utterances.], tot_loss[loss=0.1081, over 1466027.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.05961, over 4741.44 utterances.], batch size: 18, lr: 6.65e-04
2022-11-23 08:18:06,732 INFO [train.py:818] (0/4) Epoch 8, batch 3800, loss[loss=0.08861, over 7370.00 frames. utt_duration=1093 frames, utt_pad_proportion=0.02635, over 27.00 utterances.], tot_loss[loss=0.1071, over 1466310.36 frames. utt_duration=1251 frames, utt_pad_proportion=0.05786, over 4695.00 utterances.], batch size: 27, lr: 6.65e-04
2022-11-23 08:18:43,466 INFO [train.py:818] (0/4) Epoch 8, batch 3850, loss[loss=0.09014, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006478, over 19.00 utterances.], tot_loss[loss=0.1067, over 1466282.43 frames. utt_duration=1246 frames, utt_pad_proportion=0.05715, over 4711.85 utterances.], batch size: 19, lr: 6.65e-04
2022-11-23 08:19:20,597 INFO [train.py:818] (0/4) Epoch 8, batch 3900, loss[loss=0.1664, over 7450.00 frames. utt_duration=427.3 frames, utt_pad_proportion=0.3152, over 70.00 utterances.], tot_loss[loss=0.1093, over 1465607.86 frames. utt_duration=1231 frames, utt_pad_proportion=0.05991, over 4766.58 utterances.], batch size: 70, lr: 6.64e-04
2022-11-23 08:19:57,951 INFO [train.py:818] (0/4) Epoch 8, batch 3950, loss[loss=0.1255, over 7470.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01417, over 24.00 utterances.], tot_loss[loss=0.1082, over 1464940.54 frames. utt_duration=1228 frames, utt_pad_proportion=0.06191, over 4777.51 utterances.], batch size: 24, lr: 6.64e-04
2022-11-23 08:20:34,628 INFO [train.py:818] (0/4) Epoch 8, batch 4000, loss[loss=0.08918, over 7210.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.003693, over 19.00 utterances.], tot_loss[loss=0.1078, over 1464990.40 frames. utt_duration=1230 frames, utt_pad_proportion=0.06179, over 4770.17 utterances.], batch size: 19, lr: 6.64e-04
2022-11-23 08:21:11,285 INFO [train.py:818] (0/4) Epoch 8, batch 4050, loss[loss=0.1084, over 7112.00 frames. utt_duration=1582 frames, utt_pad_proportion=0.00444, over 18.00 utterances.], tot_loss[loss=0.1084, over 1463487.50 frames. utt_duration=1232 frames, utt_pad_proportion=0.06076, over 4756.47 utterances.], batch size: 18, lr: 6.64e-04
2022-11-23 08:21:48,491 INFO [train.py:818] (0/4) Epoch 8, batch 4100, loss[loss=0.1132, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006588, over 19.00 utterances.], tot_loss[loss=0.1085, over 1463563.08 frames. utt_duration=1261 frames, utt_pad_proportion=0.05664, over 4648.08 utterances.], batch size: 19, lr: 6.63e-04
2022-11-23 08:22:24,592 INFO [train.py:818] (0/4) Epoch 8, batch 4150, loss[loss=0.08524, over 7313.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008098, over 17.00 utterances.], tot_loss[loss=0.1108, over 1464593.92 frames. utt_duration=1265 frames, utt_pad_proportion=0.0542, over 4637.24 utterances.], batch size: 17, lr: 6.63e-04
2022-11-23 08:23:00,881 INFO [train.py:818] (0/4) Epoch 8, batch 4200, loss[loss=0.16, over 7283.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006949, over 21.00 utterances.], tot_loss[loss=0.1127, over 1465227.50 frames. utt_duration=1275 frames, utt_pad_proportion=0.0482, over 4600.91 utterances.], batch size: 21, lr: 6.63e-04
2022-11-23 08:23:37,624 INFO [train.py:818] (0/4) Epoch 8, batch 4250, loss[loss=0.1717, over 7351.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02909, over 27.00 utterances.], tot_loss[loss=0.1179, over 1464958.26 frames. utt_duration=1250 frames, utt_pad_proportion=0.05245, over 4694.23 utterances.], batch size: 27, lr: 6.63e-04
2022-11-23 08:24:12,895 INFO [train.py:818] (0/4) Epoch 8, batch 4300, loss[loss=0.2089, over 7286.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03674, over 27.00 utterances.], tot_loss[loss=0.1227, over 1465427.87 frames. utt_duration=1234 frames, utt_pad_proportion=0.05714, over 4754.91 utterances.], batch size: 27, lr: 6.62e-04
2022-11-23 08:24:50,203 INFO [train.py:818] (0/4) Epoch 8, batch 4350, loss[loss=0.1247, over 7265.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.0379, over 27.00 utterances.], tot_loss[loss=0.125, over 1464497.96 frames. utt_duration=1245 frames, utt_pad_proportion=0.05345, over 4711.46 utterances.], batch size: 27, lr: 6.62e-04
2022-11-23 08:25:27,524 INFO [train.py:818] (0/4) Epoch 8, batch 4400, loss[loss=0.1353, over 7166.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.008909, over 21.00 utterances.], tot_loss[loss=0.1279, over 1464118.42 frames. utt_duration=1235 frames, utt_pad_proportion=0.0593, over 4748.54 utterances.], batch size: 21, lr: 6.62e-04
2022-11-23 08:26:03,419 INFO [train.py:818] (0/4) Epoch 8, batch 4450, loss[loss=0.1017, over 7193.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005249, over 21.00 utterances.], tot_loss[loss=0.1295, over 1463929.54 frames. utt_duration=1238 frames, utt_pad_proportion=0.05994, over 4734.17 utterances.], batch size: 21, lr: 6.62e-04
2022-11-23 08:26:40,717 INFO [train.py:818] (0/4) Epoch 8, batch 4500, loss[loss=0.1229, over 7297.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005718, over 20.00 utterances.], tot_loss[loss=0.1298, over 1462916.48 frames. utt_duration=1269 frames, utt_pad_proportion=0.05085, over 4615.73 utterances.], batch size: 20, lr: 6.61e-04
2022-11-23 08:27:17,875 INFO [train.py:818] (0/4) Epoch 8, batch 4550, loss[loss=0.1647, over 7430.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.004816, over 22.00 utterances.], tot_loss[loss=0.1326, over 1463532.11 frames. utt_duration=1260 frames, utt_pad_proportion=0.05304, over 4653.33 utterances.], batch size: 22, lr: 6.61e-04
2022-11-23 08:27:54,612 INFO [train.py:818] (0/4) Epoch 8, batch 4600, loss[loss=0.1281, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004722, over 21.00 utterances.], tot_loss[loss=0.1323, over 1464807.82 frames. utt_duration=1247 frames, utt_pad_proportion=0.05914, over 4705.88 utterances.], batch size: 21, lr: 6.61e-04
2022-11-23 08:28:32,258 INFO [train.py:818] (0/4) Epoch 8, batch 4650, loss[loss=0.1564, over 7361.00 frames. utt_duration=440.9 frames, utt_pad_proportion=0.3132, over 67.00 utterances.], tot_loss[loss=0.1334, over 1465200.27 frames. utt_duration=1213 frames, utt_pad_proportion=0.06509, over 4835.97 utterances.], batch size: 67, lr: 6.61e-04
2022-11-23 08:29:08,244 INFO [train.py:818] (0/4) Epoch 8, batch 4700, loss[loss=0.1157, over 7390.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004977, over 21.00 utterances.], tot_loss[loss=0.1338, over 1464690.45 frames. utt_duration=1229 frames, utt_pad_proportion=0.06181, over 4774.12 utterances.], batch size: 21, lr: 6.60e-04
2022-11-23 08:29:44,584 INFO [train.py:818] (0/4) Epoch 8, batch 4750, loss[loss=0.1712, over 7196.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.00566, over 19.00 utterances.], tot_loss[loss=0.1342, over 1464435.88 frames. utt_duration=1271 frames, utt_pad_proportion=0.05269, over 4614.91 utterances.], batch size: 19, lr: 6.60e-04
2022-11-23 08:30:22,116 INFO [train.py:818] (0/4) Epoch 8, batch 4800, loss[loss=0.1276, over 7276.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.03349, over 16.00 utterances.], tot_loss[loss=0.1352, over 1464708.68 frames. utt_duration=1262 frames, utt_pad_proportion=0.05503, over 4646.84 utterances.], batch size: 16, lr: 6.60e-04
2022-11-23 08:30:59,034 INFO [train.py:818] (0/4) Epoch 8, batch 4850, loss[loss=0.1239, over 7387.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007317, over 19.00 utterances.], tot_loss[loss=0.1371, over 1465199.27 frames. utt_duration=1251 frames, utt_pad_proportion=0.05824, over 4691.25 utterances.], batch size: 19, lr: 6.60e-04
2022-11-23 08:31:35,436 INFO [train.py:818] (0/4) Epoch 8, batch 4900, loss[loss=0.1406, over 7333.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.006263, over 18.00 utterances.], tot_loss[loss=0.1377, over 1464700.91 frames. utt_duration=1232 frames, utt_pad_proportion=0.06705, over 4762.96 utterances.], batch size: 18, lr: 6.59e-04
2022-11-23 08:32:12,884 INFO [train.py:818] (0/4) Epoch 8, batch 4950, loss[loss=0.1503, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006694, over 22.00 utterances.], tot_loss[loss=0.1369, over 1463572.25 frames. utt_duration=1228 frames, utt_pad_proportion=0.06845, over 4772.11 utterances.], batch size: 22, lr: 6.59e-04
2022-11-23 08:32:49,632 INFO [train.py:818] (0/4) Epoch 8, batch 5000, loss[loss=0.1988, over 7277.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03875, over 27.00 utterances.], tot_loss[loss=0.1369, over 1464361.10 frames. utt_duration=1238 frames, utt_pad_proportion=0.06351, over 4737.95 utterances.], batch size: 27, lr: 6.59e-04
2022-11-23 08:33:27,547 INFO [train.py:818] (0/4) Epoch 8, batch 5050, loss[loss=0.1267, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005851, over 21.00 utterances.], tot_loss[loss=0.138, over 1464343.04 frames. utt_duration=1220 frames, utt_pad_proportion=0.07027, over 4808.84 utterances.], batch size: 21, lr: 6.59e-04
2022-11-23 08:34:03,459 INFO [train.py:818] (0/4) Epoch 8, batch 5100, loss[loss=0.1299, over 7451.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007257, over 18.00 utterances.], tot_loss[loss=0.138, over 1464041.89 frames. utt_duration=1235 frames, utt_pad_proportion=0.06359, over 4746.24 utterances.], batch size: 18, lr: 6.58e-04
2022-11-23 08:34:39,957 INFO [train.py:818] (0/4) Epoch 8, batch 5150, loss[loss=0.1659, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006472, over 21.00 utterances.], tot_loss[loss=0.1392, over 1464148.82 frames. utt_duration=1227 frames, utt_pad_proportion=0.06684, over 4779.50 utterances.], batch size: 21, lr: 6.58e-04
2022-11-23 08:35:17,277 INFO [train.py:818] (0/4) Epoch 8, batch 5200, loss[loss=0.104, over 7301.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01013, over 17.00 utterances.], tot_loss[loss=0.1383, over 1464741.61 frames. utt_duration=1222 frames, utt_pad_proportion=0.06886, over 4801.01 utterances.], batch size: 17, lr: 6.58e-04
2022-11-23 08:35:54,272 INFO [train.py:818] (0/4) Epoch 8, batch 5250, loss[loss=0.1537, over 7485.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02486, over 26.00 utterances.], tot_loss[loss=0.1392, over 1466835.59 frames. utt_duration=1224 frames, utt_pad_proportion=0.06806, over 4800.79 utterances.], batch size: 26, lr: 6.58e-04
2022-11-23 08:36:31,809 INFO [train.py:818] (0/4) Epoch 8, batch 5300, loss[loss=0.1147, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007519, over 19.00 utterances.], tot_loss[loss=0.1396, over 1465487.98 frames. utt_duration=1198 frames, utt_pad_proportion=0.07796, over 4900.42 utterances.], batch size: 19, lr: 6.57e-04
2022-11-23 08:37:09,655 INFO [train.py:818] (0/4) Epoch 8, batch 5350, loss[loss=0.1104, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004947, over 21.00 utterances.], tot_loss[loss=0.1398, over 1465321.65 frames. utt_duration=1206 frames, utt_pad_proportion=0.07501, over 4864.48 utterances.], batch size: 21, lr: 6.57e-04
2022-11-23 08:37:45,483 INFO [train.py:818] (0/4) Epoch 8, batch 5400, loss[loss=0.2403, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006755, over 22.00 utterances.], tot_loss[loss=0.139, over 1465419.08 frames. utt_duration=1201 frames, utt_pad_proportion=0.07606, over 4885.04 utterances.], batch size: 22, lr: 6.57e-04
2022-11-23 08:38:22,494 INFO [train.py:818] (0/4) Epoch 8, batch 5450, loss[loss=0.1108, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007502, over 22.00 utterances.], tot_loss[loss=0.1389, over 1466445.15 frames. utt_duration=1212 frames, utt_pad_proportion=0.07212, over 4847.25 utterances.], batch size: 22, lr: 6.57e-04
2022-11-23 08:39:00,035 INFO [train.py:818] (0/4) Epoch 8, batch 5500, loss[loss=0.1158, over 7149.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.007318, over 17.00 utterances.], tot_loss[loss=0.1393, over 1466369.80 frames. utt_duration=1194 frames, utt_pad_proportion=0.07312, over 4917.15 utterances.], batch size: 17, lr: 6.57e-04
2022-11-23 08:39:36,377 INFO [train.py:818] (0/4) Epoch 8, batch 5550, loss[loss=0.1809, over 7468.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.06486, over 31.00 utterances.], tot_loss[loss=0.1382, over 1465453.63 frames. utt_duration=1216 frames, utt_pad_proportion=0.06676, over 4827.51 utterances.], batch size: 31, lr: 6.56e-04
2022-11-23 08:40:13,773 INFO [train.py:818] (0/4) Epoch 8, batch 5600, loss[loss=0.1398, over 7205.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005791, over 19.00 utterances.], tot_loss[loss=0.138, over 1465335.01 frames. utt_duration=1206 frames, utt_pad_proportion=0.07462, over 4866.40 utterances.], batch size: 19, lr: 6.56e-04
2022-11-23 08:40:51,797 INFO [train.py:818] (0/4) Epoch 8, batch 5650, loss[loss=0.1088, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006623, over 22.00 utterances.], tot_loss[loss=0.1374, over 1465703.61 frames. utt_duration=1221 frames, utt_pad_proportion=0.06856, over 4806.01 utterances.], batch size: 22, lr: 6.56e-04
2022-11-23 08:41:28,334 INFO [train.py:818] (0/4) Epoch 8, batch 5700, loss[loss=0.1377, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007548, over 18.00 utterances.], tot_loss[loss=0.1379, over 1465649.94 frames. utt_duration=1225 frames, utt_pad_proportion=0.06761, over 4793.41 utterances.], batch size: 18, lr: 6.56e-04
2022-11-23 08:42:04,737 INFO [train.py:818] (0/4) Epoch 8, batch 5750, loss[loss=0.1271, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006578, over 18.00 utterances.], tot_loss[loss=0.1377, over 1465252.22 frames. utt_duration=1230 frames, utt_pad_proportion=0.06402, over 4769.55 utterances.], batch size: 18, lr: 6.55e-04
2022-11-23 08:42:42,461 INFO [train.py:818] (0/4) Epoch 8, batch 5800, loss[loss=0.1245, over 7460.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.006983, over 17.00 utterances.], tot_loss[loss=0.1368, over 1466587.34 frames. utt_duration=1216 frames, utt_pad_proportion=0.0682, over 4831.52 utterances.], batch size: 17, lr: 6.55e-04
2022-11-23 08:43:18,309 INFO [train.py:818] (0/4) Epoch 8, batch 5850, loss[loss=0.1811, over 7485.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.06508, over 31.00 utterances.], tot_loss[loss=0.1365, over 1467338.28 frames. utt_duration=1239 frames, utt_pad_proportion=0.06088, over 4742.57 utterances.], batch size: 31, lr: 6.55e-04
2022-11-23 08:43:55,818 INFO [train.py:818] (0/4) Epoch 8, batch 5900, loss[loss=0.1522, over 7276.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007323, over 21.00 utterances.], tot_loss[loss=0.1362, over 1466964.55 frames. utt_duration=1242 frames, utt_pad_proportion=0.0601, over 4731.71 utterances.], batch size: 21, lr: 6.55e-04
2022-11-23 08:44:33,047 INFO [train.py:818] (0/4) Epoch 8, batch 5950, loss[loss=0.1065, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007392, over 20.00 utterances.], tot_loss[loss=0.1368, over 1466044.46 frames. utt_duration=1237 frames, utt_pad_proportion=0.06322, over 4745.28 utterances.], batch size: 20, lr: 6.54e-04
2022-11-23 08:45:10,083 INFO [train.py:818] (0/4) Epoch 8, batch 6000, loss[loss=0.1247, over 7489.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01164, over 24.00 utterances.], tot_loss[loss=0.1356, over 1466106.54 frames. utt_duration=1244 frames, utt_pad_proportion=0.06193, over 4721.51 utterances.], batch size: 24, lr: 6.54e-04
2022-11-23 08:45:10,084 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 08:45:30,320 INFO [train.py:847] (0/4) Epoch 8, validation: loss=0.05729, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 08:46:07,134 INFO [train.py:818] (0/4) Epoch 8, batch 6050, loss[loss=0.157, over 7460.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01574, over 24.00 utterances.], tot_loss[loss=0.1353, over 1466176.34 frames. utt_duration=1240 frames, utt_pad_proportion=0.06272, over 4735.13 utterances.], batch size: 24, lr: 6.54e-04
2022-11-23 08:46:43,631 INFO [train.py:818] (0/4) Epoch 8, batch 6100, loss[loss=0.1448, over 7308.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03407, over 27.00 utterances.], tot_loss[loss=0.136, over 1465966.53 frames. utt_duration=1208 frames, utt_pad_proportion=0.07213, over 4860.63 utterances.], batch size: 27, lr: 6.54e-04
2022-11-23 08:47:21,498 INFO [train.py:818] (0/4) Epoch 8, batch 6150, loss[loss=0.1302, over 7392.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005477, over 20.00 utterances.], tot_loss[loss=0.1357, over 1465425.27 frames. utt_duration=1233 frames, utt_pad_proportion=0.06448, over 4760.86 utterances.], batch size: 20, lr: 6.53e-04
2022-11-23 08:47:58,543 INFO [train.py:818] (0/4) Epoch 8, batch 6200, loss[loss=0.179, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0143, over 24.00 utterances.], tot_loss[loss=0.136, over 1467100.84 frames. utt_duration=1204 frames, utt_pad_proportion=0.07155, over 4881.49 utterances.], batch size: 24, lr: 6.53e-04
2022-11-23 08:48:34,845 INFO [train.py:818] (0/4) Epoch 8, batch 6250, loss[loss=0.1975, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006825, over 19.00 utterances.], tot_loss[loss=0.1358, over 1466511.37 frames. utt_duration=1212 frames, utt_pad_proportion=0.0708, over 4847.33 utterances.], batch size: 19, lr: 6.53e-04
2022-11-23 08:49:13,009 INFO [train.py:818] (0/4) Epoch 8, batch 6300, loss[loss=0.1108, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006482, over 19.00 utterances.], tot_loss[loss=0.1335, over 1466316.75 frames. utt_duration=1234 frames, utt_pad_proportion=0.06303, over 4760.73 utterances.], batch size: 19, lr: 6.53e-04
2022-11-23 08:49:48,893 INFO [train.py:818] (0/4) Epoch 8, batch 6350, loss[loss=0.155, over 7204.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005138, over 20.00 utterances.], tot_loss[loss=0.1349, over 1466442.47 frames. utt_duration=1200 frames, utt_pad_proportion=0.07061, over 4892.48 utterances.], batch size: 20, lr: 6.52e-04
2022-11-23 08:50:26,800 INFO [train.py:818] (0/4) Epoch 8, batch 6400, loss[loss=0.08356, over 7311.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.005873, over 22.00 utterances.], tot_loss[loss=0.134, over 1466132.70 frames. utt_duration=1208 frames, utt_pad_proportion=0.07262, over 4858.89 utterances.], batch size: 22, lr: 6.52e-04
2022-11-23 08:51:04,403 INFO [train.py:818] (0/4) Epoch 8, batch 6450, loss[loss=0.122, over 7472.00 frames. utt_duration=767.4 frames, utt_pad_proportion=0.1279, over 39.00 utterances.], tot_loss[loss=0.1346, over 1466201.34 frames. utt_duration=1221 frames, utt_pad_proportion=0.06788, over 4809.76 utterances.], batch size: 39, lr: 6.52e-04
2022-11-23 08:51:41,923 INFO [train.py:818] (0/4) Epoch 8, batch 6500, loss[loss=0.1154, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008283, over 22.00 utterances.], tot_loss[loss=0.1336, over 1465707.62 frames. utt_duration=1224 frames, utt_pad_proportion=0.06638, over 4794.82 utterances.], batch size: 22, lr: 6.52e-04
2022-11-23 08:52:19,434 INFO [train.py:818] (0/4) Epoch 8, batch 6550, loss[loss=0.18, over 7303.00 frames. utt_duration=750.7 frames, utt_pad_proportion=0.1401, over 39.00 utterances.], tot_loss[loss=0.1339, over 1465826.91 frames. utt_duration=1239 frames, utt_pad_proportion=0.05905, over 4737.47 utterances.], batch size: 39, lr: 6.52e-04
2022-11-23 08:52:56,571 INFO [train.py:818] (0/4) Epoch 8, batch 6600, loss[loss=0.112, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.006839, over 22.00 utterances.], tot_loss[loss=0.1355, over 1466006.75 frames. utt_duration=1235 frames, utt_pad_proportion=0.05918, over 4753.60 utterances.], batch size: 22, lr: 6.51e-04
2022-11-23 08:53:33,920 INFO [train.py:818] (0/4) Epoch 8, batch 6650, loss[loss=0.09526, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006514, over 19.00 utterances.], tot_loss[loss=0.1357, over 1464473.45 frames. utt_duration=1222 frames, utt_pad_proportion=0.06688, over 4800.97 utterances.], batch size: 19, lr: 6.51e-04
2022-11-23 08:54:09,657 INFO [train.py:818] (0/4) Epoch 8, batch 6700, loss[loss=0.1894, over 7347.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.00879, over 23.00 utterances.], tot_loss[loss=0.135, over 1464759.85 frames. utt_duration=1235 frames, utt_pad_proportion=0.05979, over 4749.62 utterances.], batch size: 23, lr: 6.51e-04
2022-11-23 08:54:46,951 INFO [train.py:818] (0/4) Epoch 8, batch 6750, loss[loss=0.1739, over 7440.00 frames. utt_duration=764.2 frames, utt_pad_proportion=0.1247, over 39.00 utterances.], tot_loss[loss=0.1345, over 1465594.19 frames. utt_duration=1230 frames, utt_pad_proportion=0.06546, over 4773.14 utterances.], batch size: 39, lr: 6.51e-04
2022-11-23 08:55:23,799 INFO [train.py:818] (0/4) Epoch 8, batch 6800, loss[loss=0.1814, over 7451.00 frames. utt_duration=746.7 frames, utt_pad_proportion=0.1485, over 40.00 utterances.], tot_loss[loss=0.1333, over 1465788.58 frames. utt_duration=1215 frames, utt_pad_proportion=0.06918, over 4830.23 utterances.], batch size: 40, lr: 6.50e-04
2022-11-23 08:56:02,682 INFO [train.py:818] (0/4) Epoch 8, batch 6850, loss[loss=0.2099, over 7402.00 frames. utt_duration=412.8 frames, utt_pad_proportion=0.3539, over 72.00 utterances.], tot_loss[loss=0.1334, over 1466622.79 frames. utt_duration=1166 frames, utt_pad_proportion=0.08833, over 5036.94 utterances.], batch size: 72, lr: 6.50e-04
2022-11-23 08:56:37,766 INFO [train.py:818] (0/4) Epoch 8, batch 6900, loss[loss=0.1257, over 7299.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03578, over 27.00 utterances.], tot_loss[loss=0.1327, over 1465502.74 frames. utt_duration=1192 frames, utt_pad_proportion=0.07821, over 4922.98 utterances.], batch size: 27, lr: 6.50e-04
2022-11-23 08:57:15,655 INFO [train.py:818] (0/4) Epoch 8, batch 6950, loss[loss=0.1255, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007977, over 22.00 utterances.], tot_loss[loss=0.1334, over 1465107.78 frames. utt_duration=1198 frames, utt_pad_proportion=0.07446, over 4898.45 utterances.], batch size: 22, lr: 6.50e-04
2022-11-23 08:57:53,071 INFO [train.py:818] (0/4) Epoch 8, batch 7000, loss[loss=0.1024, over 7480.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006437, over 20.00 utterances.], tot_loss[loss=0.1339, over 1465786.97 frames. utt_duration=1181 frames, utt_pad_proportion=0.07997, over 4968.81 utterances.], batch size: 20, lr: 6.49e-04
2022-11-23 08:58:30,005 INFO [train.py:818] (0/4) Epoch 8, batch 7050, loss[loss=0.1459, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005985, over 20.00 utterances.], tot_loss[loss=0.1336, over 1466725.17 frames. utt_duration=1204 frames, utt_pad_proportion=0.07224, over 4878.35 utterances.], batch size: 20, lr: 6.49e-04
2022-11-23 08:59:07,467 INFO [train.py:818] (0/4) Epoch 8, batch 7100, loss[loss=0.1547, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005383, over 20.00 utterances.], tot_loss[loss=0.1324, over 1467177.04 frames. utt_duration=1230 frames, utt_pad_proportion=0.066, over 4778.99 utterances.], batch size: 20, lr: 6.49e-04
2022-11-23 08:59:44,509 INFO [train.py:818] (0/4) Epoch 8, batch 7150, loss[loss=0.08987, over 7320.00 frames. utt_duration=977.5 frames, utt_pad_proportion=0.05556, over 30.00 utterances.], tot_loss[loss=0.1326, over 1467029.20 frames. utt_duration=1221 frames, utt_pad_proportion=0.06712, over 4813.22 utterances.], batch size: 30, lr: 6.49e-04
2022-11-23 09:00:20,704 INFO [train.py:818] (0/4) Epoch 8, batch 7200, loss[loss=0.1332, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00461, over 21.00 utterances.], tot_loss[loss=0.1324, over 1467364.04 frames. utt_duration=1214 frames, utt_pad_proportion=0.06888, over 4839.57 utterances.], batch size: 21, lr: 6.48e-04
2022-11-23 09:00:58,013 INFO [train.py:818] (0/4) Epoch 8, batch 7250, loss[loss=0.1037, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00637, over 21.00 utterances.], tot_loss[loss=0.1323, over 1467151.69 frames. utt_duration=1228 frames, utt_pad_proportion=0.0664, over 4785.10 utterances.], batch size: 21, lr: 6.48e-04
2022-11-23 09:01:34,607 INFO [train.py:818] (0/4) Epoch 8, batch 7300, loss[loss=0.1318, over 7293.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.007543, over 18.00 utterances.], tot_loss[loss=0.1327, over 1467825.62 frames. utt_duration=1232 frames, utt_pad_proportion=0.06573, over 4772.74 utterances.], batch size: 18, lr: 6.48e-04
2022-11-23 09:02:13,123 INFO [train.py:818] (0/4) Epoch 8, batch 7350, loss[loss=0.1458, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.0077, over 22.00 utterances.], tot_loss[loss=0.1337, over 1468173.45 frames. utt_duration=1195 frames, utt_pad_proportion=0.07881, over 4918.89 utterances.], batch size: 22, lr: 6.48e-04
2022-11-23 09:02:51,123 INFO [train.py:818] (0/4) Epoch 8, batch 7400, loss[loss=0.1348, over 7229.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01524, over 24.00 utterances.], tot_loss[loss=0.1323, over 1468801.01 frames. utt_duration=1196 frames, utt_pad_proportion=0.07605, over 4918.40 utterances.], batch size: 24, lr: 6.48e-04
2022-11-23 09:03:27,973 INFO [train.py:818] (0/4) Epoch 8, batch 7450, loss[loss=0.09137, over 7444.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008122, over 18.00 utterances.], tot_loss[loss=0.1323, over 1469060.91 frames. utt_duration=1203 frames, utt_pad_proportion=0.07663, over 4891.78 utterances.], batch size: 18, lr: 6.47e-04
2022-11-23 09:04:04,912 INFO [train.py:818] (0/4) Epoch 8, batch 7500, loss[loss=0.1533, over 7435.00 frames. utt_duration=960.9 frames, utt_pad_proportion=0.06165, over 31.00 utterances.], tot_loss[loss=0.1338, over 1467796.78 frames. utt_duration=1197 frames, utt_pad_proportion=0.07656, over 4911.61 utterances.], batch size: 31, lr: 6.47e-04
2022-11-23 09:04:43,550 INFO [train.py:818] (0/4) Epoch 8, batch 7550, loss[loss=0.2401, over 7180.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008656, over 22.00 utterances.], tot_loss[loss=0.1329, over 1466377.12 frames. utt_duration=1209 frames, utt_pad_proportion=0.07259, over 4857.53 utterances.], batch size: 22, lr: 6.47e-04
2022-11-23 09:05:21,307 INFO [train.py:818] (0/4) Epoch 8, batch 7600, loss[loss=0.1485, over 7460.00 frames. utt_duration=964 frames, utt_pad_proportion=0.0677, over 31.00 utterances.], tot_loss[loss=0.1332, over 1467221.73 frames. utt_duration=1178 frames, utt_pad_proportion=0.08065, over 4987.58 utterances.], batch size: 31, lr: 6.47e-04
2022-11-23 09:05:59,889 INFO [train.py:818] (0/4) Epoch 8, batch 7650, loss[loss=0.1119, over 7106.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005209, over 18.00 utterances.], tot_loss[loss=0.1339, over 1465996.66 frames. utt_duration=1161 frames, utt_pad_proportion=0.08468, over 5056.37 utterances.], batch size: 18, lr: 6.46e-04
2022-11-23 09:06:36,050 INFO [train.py:818] (0/4) Epoch 8, batch 7700, loss[loss=0.1677, over 7479.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.01008, over 23.00 utterances.], tot_loss[loss=0.1329, over 1466602.46 frames. utt_duration=1157 frames, utt_pad_proportion=0.08562, over 5076.07 utterances.], batch size: 23, lr: 6.46e-04
2022-11-23 09:07:13,430 INFO [train.py:818] (0/4) Epoch 8, batch 7750, loss[loss=0.1475, over 7409.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006929, over 22.00 utterances.], tot_loss[loss=0.1339, over 1466004.90 frames. utt_duration=1171 frames, utt_pad_proportion=0.08226, over 5012.67 utterances.], batch size: 22, lr: 6.46e-04
2022-11-23 09:07:50,412 INFO [train.py:818] (0/4) Epoch 8, batch 7800, loss[loss=0.1027, over 7458.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.014, over 24.00 utterances.], tot_loss[loss=0.1335, over 1465049.18 frames. utt_duration=1203 frames, utt_pad_proportion=0.07008, over 4876.92 utterances.], batch size: 24, lr: 6.46e-04
2022-11-23 09:08:26,726 INFO [train.py:818] (0/4) Epoch 8, batch 7850, loss[loss=0.1283, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006658, over 19.00 utterances.], tot_loss[loss=0.1304, over 1465010.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.06028, over 4740.81 utterances.], batch size: 19, lr: 6.45e-04
2022-11-23 09:09:04,657 INFO [train.py:818] (0/4) Epoch 8, batch 7900, loss[loss=0.1323, over 7387.00 frames. utt_duration=954.3 frames, utt_pad_proportion=0.07706, over 31.00 utterances.], tot_loss[loss=0.1296, over 1465093.42 frames. utt_duration=1245 frames, utt_pad_proportion=0.05828, over 4714.27 utterances.], batch size: 31, lr: 6.45e-04
2022-11-23 09:09:42,313 INFO [train.py:818] (0/4) Epoch 8, batch 7950, loss[loss=0.1365, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005544, over 20.00 utterances.], tot_loss[loss=0.1285, over 1465571.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.05691, over 4680.61 utterances.], batch size: 20, lr: 6.45e-04
2022-11-23 09:10:19,194 INFO [train.py:818] (0/4) Epoch 8, batch 8000, loss[loss=0.121, over 7480.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006437, over 20.00 utterances.], tot_loss[loss=0.1277, over 1465538.23 frames. utt_duration=1250 frames, utt_pad_proportion=0.05808, over 4695.15 utterances.], batch size: 20, lr: 6.45e-04
2022-11-23 09:10:56,990 INFO [train.py:818] (0/4) Epoch 8, batch 8050, loss[loss=0.09671, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005454, over 21.00 utterances.], tot_loss[loss=0.1278, over 1466018.90 frames. utt_duration=1199 frames, utt_pad_proportion=0.07666, over 4897.23 utterances.], batch size: 21, lr: 6.45e-04
2022-11-23 09:11:34,554 INFO [train.py:818] (0/4) Epoch 8, batch 8100, loss[loss=0.06982, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005454, over 18.00 utterances.], tot_loss[loss=0.1293, over 1466827.12 frames. utt_duration=1175 frames, utt_pad_proportion=0.08561, over 5000.47 utterances.], batch size: 18, lr: 6.44e-04
2022-11-23 09:12:11,671 INFO [train.py:818] (0/4) Epoch 8, batch 8150, loss[loss=0.181, over 7236.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01432, over 24.00 utterances.], tot_loss[loss=0.1302, over 1466283.34 frames. utt_duration=1176 frames, utt_pad_proportion=0.0872, over 4995.80 utterances.], batch size: 24, lr: 6.44e-04
2022-11-23 09:12:49,575 INFO [train.py:818] (0/4) Epoch 8, batch 8200, loss[loss=0.1187, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006092, over 22.00 utterances.], tot_loss[loss=0.13, over 1466451.51 frames. utt_duration=1175 frames, utt_pad_proportion=0.08782, over 5000.67 utterances.], batch size: 22, lr: 6.44e-04
2022-11-23 09:13:26,636 INFO [train.py:818] (0/4) Epoch 8, batch 8250, loss[loss=0.1381, over 7169.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.008806, over 21.00 utterances.], tot_loss[loss=0.1299, over 1466198.25 frames. utt_duration=1163 frames, utt_pad_proportion=0.09074, over 5047.80 utterances.], batch size: 21, lr: 6.44e-04
2022-11-23 09:14:03,345 INFO [train.py:818] (0/4) Epoch 8, batch 8300, loss[loss=0.08443, over 7256.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.04621, over 16.00 utterances.], tot_loss[loss=0.1292, over 1465295.85 frames. utt_duration=1169 frames, utt_pad_proportion=0.08522, over 5020.60 utterances.], batch size: 16, lr: 6.43e-04
2022-11-23 09:14:41,406 INFO [train.py:818] (0/4) Epoch 8, batch 8350, loss[loss=0.1136, over 7386.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005981, over 20.00 utterances.], tot_loss[loss=0.1302, over 1465600.98 frames. utt_duration=1189 frames, utt_pad_proportion=0.07906, over 4936.92 utterances.], batch size: 20, lr: 6.43e-04
2022-11-23 09:15:17,590 INFO [train.py:818] (0/4) Epoch 8, batch 8400, loss[loss=0.1074, over 7232.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01587, over 24.00 utterances.], tot_loss[loss=0.1315, over 1464832.03 frames. utt_duration=1188 frames, utt_pad_proportion=0.08008, over 4939.57 utterances.], batch size: 24, lr: 6.43e-04
2022-11-23 09:15:55,919 INFO [train.py:818] (0/4) Epoch 8, batch 8450, loss[loss=0.152, over 7447.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007689, over 18.00 utterances.], tot_loss[loss=0.1323, over 1464493.28 frames. utt_duration=1176 frames, utt_pad_proportion=0.08664, over 4986.44 utterances.], batch size: 18, lr: 6.43e-04
2022-11-23 09:16:33,168 INFO [train.py:818] (0/4) Epoch 8, batch 8500, loss[loss=0.1287, over 7301.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005512, over 19.00 utterances.], tot_loss[loss=0.1316, over 1464940.32 frames. utt_duration=1195 frames, utt_pad_proportion=0.08076, over 4910.08 utterances.], batch size: 19, lr: 6.43e-04
2022-11-23 09:17:10,375 INFO [train.py:818] (0/4) Epoch 8, batch 8550, loss[loss=0.1598, over 7184.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006186, over 21.00 utterances.], tot_loss[loss=0.1304, over 1465120.34 frames. utt_duration=1210 frames, utt_pad_proportion=0.07495, over 4848.88 utterances.], batch size: 21, lr: 6.42e-04
2022-11-23 09:17:48,774 INFO [train.py:818] (0/4) Epoch 8, batch 8600, loss[loss=0.1348, over 7393.00 frames. utt_duration=760.1 frames, utt_pad_proportion=0.1294, over 39.00 utterances.], tot_loss[loss=0.1302, over 1465522.07 frames. utt_duration=1221 frames, utt_pad_proportion=0.06931, over 4805.94 utterances.], batch size: 39, lr: 6.42e-04
2022-11-23 09:18:24,857 INFO [train.py:818] (0/4) Epoch 8, batch 8650, loss[loss=0.1572, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006216, over 21.00 utterances.], tot_loss[loss=0.1298, over 1465354.38 frames. utt_duration=1220 frames, utt_pad_proportion=0.06656, over 4808.82 utterances.], batch size: 21, lr: 6.42e-04
2022-11-23 09:19:02,460 INFO [train.py:818] (0/4) Epoch 8, batch 8700, loss[loss=0.08718, over 7305.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008847, over 18.00 utterances.], tot_loss[loss=0.1294, over 1465364.87 frames. utt_duration=1204 frames, utt_pad_proportion=0.07665, over 4874.79 utterances.], batch size: 18, lr: 6.42e-04
2022-11-23 09:19:38,321 INFO [train.py:818] (0/4) Epoch 8, batch 8750, loss[loss=0.1331, over 7392.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005544, over 20.00 utterances.], tot_loss[loss=0.1294, over 1465868.74 frames. utt_duration=1210 frames, utt_pad_proportion=0.07549, over 4850.91 utterances.], batch size: 20, lr: 6.41e-04
2022-11-23 09:20:14,074 INFO [train.py:818] (0/4) Epoch 8, batch 8800, loss[loss=0.1419, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006418, over 20.00 utterances.], tot_loss[loss=0.1317, over 1465682.39 frames. utt_duration=1187 frames, utt_pad_proportion=0.07786, over 4944.91 utterances.], batch size: 20, lr: 6.41e-04
2022-11-23 09:20:51,037 INFO [train.py:818] (0/4) Epoch 8, batch 8850, loss[loss=0.223, over 7451.00 frames. utt_duration=415.5 frames, utt_pad_proportion=0.3497, over 72.00 utterances.], tot_loss[loss=0.132, over 1465370.05 frames. utt_duration=1177 frames, utt_pad_proportion=0.08067, over 4986.07 utterances.], batch size: 72, lr: 6.41e-04
2022-11-23 09:21:30,114 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-8.pt
2022-11-23 09:22:12,418 INFO [train.py:818] (0/4) Epoch 9, batch 0, loss[loss=0.1541, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009329, over 23.00 utterances.], tot_loss[loss=0.1541, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009329, over 23.00 utterances.], batch size: 23, lr: 6.15e-04
2022-11-23 09:22:48,864 INFO [train.py:818] (0/4) Epoch 9, batch 50, loss[loss=0.09275, over 7304.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008073, over 22.00 utterances.], tot_loss[loss=0.109, over 330384.04 frames. utt_duration=1296 frames, utt_pad_proportion=0.03765, over 1020.59 utterances.], batch size: 22, lr: 6.15e-04
2022-11-23 09:23:23,731 INFO [train.py:818] (0/4) Epoch 9, batch 100, loss[loss=0.1299, over 7142.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.009388, over 17.00 utterances.], tot_loss[loss=0.1037, over 579934.13 frames. utt_duration=1288 frames, utt_pad_proportion=0.04916, over 1803.76 utterances.], batch size: 17, lr: 6.15e-04
2022-11-23 09:24:00,355 INFO [train.py:818] (0/4) Epoch 9, batch 150, loss[loss=0.1234, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005933, over 19.00 utterances.], tot_loss[loss=0.1043, over 776147.18 frames. utt_duration=1287 frames, utt_pad_proportion=0.04588, over 2414.94 utterances.], batch size: 19, lr: 6.15e-04
2022-11-23 09:24:36,483 INFO [train.py:818] (0/4) Epoch 9, batch 200, loss[loss=0.1307, over 7178.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008967, over 22.00 utterances.], tot_loss[loss=0.1042, over 928717.14 frames. utt_duration=1293 frames, utt_pad_proportion=0.04777, over 2876.17 utterances.], batch size: 22, lr: 6.14e-04
2022-11-23 09:25:12,846 INFO [train.py:818] (0/4) Epoch 9, batch 250, loss[loss=0.08089, over 7486.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005309, over 20.00 utterances.], tot_loss[loss=0.1018, over 1049140.45 frames. utt_duration=1307 frames, utt_pad_proportion=0.04824, over 3213.77 utterances.], batch size: 20, lr: 6.14e-04
2022-11-23 09:25:49,180 INFO [train.py:818] (0/4) Epoch 9, batch 300, loss[loss=0.1471, over 7459.00 frames. utt_duration=410.2 frames, utt_pad_proportion=0.35, over 73.00 utterances.], tot_loss[loss=0.1038, over 1143242.49 frames. utt_duration=1293 frames, utt_pad_proportion=0.05174, over 3541.76 utterances.], batch size: 73, lr: 6.14e-04
2022-11-23 09:26:26,584 INFO [train.py:818] (0/4) Epoch 9, batch 350, loss[loss=0.137, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00559, over 20.00 utterances.], tot_loss[loss=0.1038, over 1214295.85 frames. utt_duration=1269 frames, utt_pad_proportion=0.05911, over 3832.22 utterances.], batch size: 20, lr: 6.14e-04
2022-11-23 09:27:02,194 INFO [train.py:818] (0/4) Epoch 9, batch 400, loss[loss=0.09906, over 7175.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007977, over 21.00 utterances.], tot_loss[loss=0.1022, over 1268672.32 frames. utt_duration=1284 frames, utt_pad_proportion=0.05132, over 3956.60 utterances.], batch size: 21, lr: 6.14e-04
2022-11-23 09:27:40,045 INFO [train.py:818] (0/4) Epoch 9, batch 450, loss[loss=0.117, over 7240.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01545, over 24.00 utterances.], tot_loss[loss=0.102, over 1311778.96 frames. utt_duration=1256 frames, utt_pad_proportion=0.05931, over 4181.68 utterances.], batch size: 24, lr: 6.13e-04
2022-11-23 09:28:15,433 INFO [train.py:818] (0/4) Epoch 9, batch 500, loss[loss=0.1015, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006823, over 19.00 utterances.], tot_loss[loss=0.1026, over 1345545.04 frames. utt_duration=1263 frames, utt_pad_proportion=0.05812, over 4267.85 utterances.], batch size: 19, lr: 6.13e-04
2022-11-23 09:28:51,343 INFO [train.py:818] (0/4) Epoch 9, batch 550, loss[loss=0.1689, over 7287.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006301, over 20.00 utterances.], tot_loss[loss=0.1037, over 1371655.96 frames. utt_duration=1252 frames, utt_pad_proportion=0.06345, over 4387.77 utterances.], batch size: 20, lr: 6.13e-04
2022-11-23 09:29:28,702 INFO [train.py:818] (0/4) Epoch 9, batch 600, loss[loss=0.1256, over 7386.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006351, over 20.00 utterances.], tot_loss[loss=0.1029, over 1391920.38 frames. utt_duration=1262 frames, utt_pad_proportion=0.05831, over 4418.44 utterances.], batch size: 20, lr: 6.13e-04
2022-11-23 09:30:05,438 INFO [train.py:818] (0/4) Epoch 9, batch 650, loss[loss=0.1338, over 7443.00 frames. utt_duration=433 frames, utt_pad_proportion=0.2867, over 69.00 utterances.], tot_loss[loss=0.1018, over 1409222.82 frames. utt_duration=1255 frames, utt_pad_proportion=0.05784, over 4496.19 utterances.], batch size: 69, lr: 6.12e-04
2022-11-23 09:30:40,971 INFO [train.py:818] (0/4) Epoch 9, batch 700, loss[loss=0.09633, over 7182.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.009541, over 18.00 utterances.], tot_loss[loss=0.1005, over 1421820.28 frames. utt_duration=1271 frames, utt_pad_proportion=0.05296, over 4479.43 utterances.], batch size: 18, lr: 6.12e-04
2022-11-23 09:31:18,852 INFO [train.py:818] (0/4) Epoch 9, batch 750, loss[loss=0.07451, over 7179.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007904, over 22.00 utterances.], tot_loss[loss=0.1018, over 1431110.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.06528, over 4642.58 utterances.], batch size: 22, lr: 6.12e-04
2022-11-23 09:31:54,804 INFO [train.py:818] (0/4) Epoch 9, batch 800, loss[loss=0.09589, over 7199.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005793, over 20.00 utterances.], tot_loss[loss=0.101, over 1437384.94 frames. utt_duration=1236 frames, utt_pad_proportion=0.06289, over 4657.18 utterances.], batch size: 20, lr: 6.12e-04
2022-11-23 09:32:29,119 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-72000.pt
2022-11-23 09:32:41,549 INFO [train.py:818] (0/4) Epoch 9, batch 850, loss[loss=0.06906, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007299, over 22.00 utterances.], tot_loss[loss=0.1008, over 1442409.34 frames. utt_duration=1252 frames, utt_pad_proportion=0.059, over 4614.92 utterances.], batch size: 22, lr: 6.12e-04
2022-11-23 09:33:17,879 INFO [train.py:818] (0/4) Epoch 9, batch 900, loss[loss=0.1254, over 7301.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.00754, over 17.00 utterances.], tot_loss[loss=0.1022, over 1447848.76 frames. utt_duration=1252 frames, utt_pad_proportion=0.05854, over 4632.71 utterances.], batch size: 17, lr: 6.11e-04
2022-11-23 09:33:53,122 INFO [train.py:818] (0/4) Epoch 9, batch 950, loss[loss=0.09576, over 7365.00 frames. utt_duration=776.9 frames, utt_pad_proportion=0.1171, over 38.00 utterances.], tot_loss[loss=0.1034, over 1452839.91 frames. utt_duration=1274 frames, utt_pad_proportion=0.05115, over 4566.55 utterances.], batch size: 38, lr: 6.11e-04
2022-11-23 09:34:29,512 INFO [train.py:818] (0/4) Epoch 9, batch 1000, loss[loss=0.09504, over 7456.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02325, over 26.00 utterances.], tot_loss[loss=0.104, over 1454689.12 frames. utt_duration=1291 frames, utt_pad_proportion=0.04732, over 4510.88 utterances.], batch size: 26, lr: 6.11e-04
2022-11-23 09:35:06,933 INFO [train.py:818] (0/4) Epoch 9, batch 1050, loss[loss=0.109, over 7486.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02387, over 26.00 utterances.], tot_loss[loss=0.1048, over 1457497.73 frames. utt_duration=1283 frames, utt_pad_proportion=0.04938, over 4547.99 utterances.], batch size: 26, lr: 6.11e-04
2022-11-23 09:35:42,833 INFO [train.py:818] (0/4) Epoch 9, batch 1100, loss[loss=0.1193, over 7449.00 frames. utt_duration=962.7 frames, utt_pad_proportion=0.06439, over 31.00 utterances.], tot_loss[loss=0.1061, over 1459320.24 frames. utt_duration=1251 frames, utt_pad_proportion=0.05839, over 4673.24 utterances.], batch size: 31, lr: 6.11e-04
2022-11-23 09:36:20,755 INFO [train.py:818] (0/4) Epoch 9, batch 1150, loss[loss=0.1033, over 7252.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.04192, over 27.00 utterances.], tot_loss[loss=0.1051, over 1461557.61 frames. utt_duration=1271 frames, utt_pad_proportion=0.05371, over 4606.65 utterances.], batch size: 27, lr: 6.10e-04
2022-11-23 09:36:57,257 INFO [train.py:818] (0/4) Epoch 9, batch 1200, loss[loss=0.1551, over 7170.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008704, over 17.00 utterances.], tot_loss[loss=0.1064, over 1462083.22 frames. utt_duration=1246 frames, utt_pad_proportion=0.05784, over 4699.49 utterances.], batch size: 17, lr: 6.10e-04
2022-11-23 09:37:34,347 INFO [train.py:818] (0/4) Epoch 9, batch 1250, loss[loss=0.1191, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008537, over 17.00 utterances.], tot_loss[loss=0.108, over 1462393.48 frames. utt_duration=1223 frames, utt_pad_proportion=0.06807, over 4788.50 utterances.], batch size: 17, lr: 6.10e-04
2022-11-23 09:38:11,124 INFO [train.py:818] (0/4) Epoch 9, batch 1300, loss[loss=0.1072, over 7293.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01114, over 17.00 utterances.], tot_loss[loss=0.1081, over 1462840.67 frames. utt_duration=1241 frames, utt_pad_proportion=0.06291, over 4721.73 utterances.], batch size: 17, lr: 6.10e-04
2022-11-23 09:38:48,121 INFO [train.py:818] (0/4) Epoch 9, batch 1350, loss[loss=0.08669, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006814, over 19.00 utterances.], tot_loss[loss=0.1083, over 1463494.48 frames. utt_duration=1232 frames, utt_pad_proportion=0.06469, over 4759.23 utterances.], batch size: 19, lr: 6.10e-04
2022-11-23 09:39:24,482 INFO [train.py:818] (0/4) Epoch 9, batch 1400, loss[loss=0.1179, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00602, over 21.00 utterances.], tot_loss[loss=0.1078, over 1464975.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06391, over 4728.24 utterances.], batch size: 21, lr: 6.09e-04
2022-11-23 09:40:02,087 INFO [train.py:818] (0/4) Epoch 9, batch 1450, loss[loss=0.1335, over 7212.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.004997, over 18.00 utterances.], tot_loss[loss=0.1078, over 1465709.28 frames. utt_duration=1249 frames, utt_pad_proportion=0.06188, over 4698.84 utterances.], batch size: 18, lr: 6.09e-04
2022-11-23 09:40:38,287 INFO [train.py:818] (0/4) Epoch 9, batch 1500, loss[loss=0.1039, over 7209.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02367, over 25.00 utterances.], tot_loss[loss=0.1085, over 1466390.70 frames. utt_duration=1246 frames, utt_pad_proportion=0.06415, over 4714.89 utterances.], batch size: 25, lr: 6.09e-04
2022-11-23 09:41:14,629 INFO [train.py:818] (0/4) Epoch 9, batch 1550, loss[loss=0.07266, over 7427.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006283, over 22.00 utterances.], tot_loss[loss=0.108, over 1465919.94 frames. utt_duration=1284 frames, utt_pad_proportion=0.05356, over 4571.51 utterances.], batch size: 22, lr: 6.09e-04
2022-11-23 09:41:51,953 INFO [train.py:818] (0/4) Epoch 9, batch 1600, loss[loss=0.1255, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005552, over 21.00 utterances.], tot_loss[loss=0.1086, over 1466002.62 frames. utt_duration=1285 frames, utt_pad_proportion=0.05309, over 4568.50 utterances.], batch size: 21, lr: 6.08e-04
2022-11-23 09:42:27,636 INFO [train.py:818] (0/4) Epoch 9, batch 1650, loss[loss=0.1085, over 7480.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005843, over 20.00 utterances.], tot_loss[loss=0.1093, over 1465959.91 frames. utt_duration=1261 frames, utt_pad_proportion=0.05831, over 4655.71 utterances.], batch size: 20, lr: 6.08e-04
2022-11-23 09:43:04,699 INFO [train.py:818] (0/4) Epoch 9, batch 1700, loss[loss=0.1041, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005743, over 19.00 utterances.], tot_loss[loss=0.1094, over 1466179.45 frames. utt_duration=1263 frames, utt_pad_proportion=0.05894, over 4650.46 utterances.], batch size: 19, lr: 6.08e-04
2022-11-23 09:43:42,036 INFO [train.py:818] (0/4) Epoch 9, batch 1750, loss[loss=0.1355, over 7188.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007345, over 18.00 utterances.], tot_loss[loss=0.1092, over 1465816.42 frames. utt_duration=1266 frames, utt_pad_proportion=0.05797, over 4635.34 utterances.], batch size: 18, lr: 6.08e-04
2022-11-23 09:44:16,908 INFO [train.py:818] (0/4) Epoch 9, batch 1800, loss[loss=0.08415, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008594, over 22.00 utterances.], tot_loss[loss=0.1071, over 1465153.42 frames. utt_duration=1267 frames, utt_pad_proportion=0.06091, over 4632.51 utterances.], batch size: 22, lr: 6.08e-04
2022-11-23 09:44:55,326 INFO [train.py:818] (0/4) Epoch 9, batch 1850, loss[loss=0.1148, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006498, over 19.00 utterances.], tot_loss[loss=0.1064, over 1466149.74 frames. utt_duration=1283 frames, utt_pad_proportion=0.05619, over 4577.28 utterances.], batch size: 19, lr: 6.07e-04
2022-11-23 09:45:31,363 INFO [train.py:818] (0/4) Epoch 9, batch 1900, loss[loss=0.1034, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009794, over 22.00 utterances.], tot_loss[loss=0.1064, over 1466164.69 frames. utt_duration=1285 frames, utt_pad_proportion=0.05628, over 4567.56 utterances.], batch size: 22, lr: 6.07e-04
2022-11-23 09:46:06,898 INFO [train.py:818] (0/4) Epoch 9, batch 1950, loss[loss=0.1582, over 7474.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01355, over 24.00 utterances.], tot_loss[loss=0.1052, over 1466679.42 frames. utt_duration=1321 frames, utt_pad_proportion=0.04683, over 4444.75 utterances.], batch size: 24, lr: 6.07e-04
2022-11-23 09:46:44,891 INFO [train.py:818] (0/4) Epoch 9, batch 2000, loss[loss=0.124, over 7463.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01545, over 24.00 utterances.], tot_loss[loss=0.1058, over 1466518.25 frames. utt_duration=1278 frames, utt_pad_proportion=0.05773, over 4595.34 utterances.], batch size: 24, lr: 6.07e-04
2022-11-23 09:47:21,703 INFO [train.py:818] (0/4) Epoch 9, batch 2050, loss[loss=0.1073, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006724, over 20.00 utterances.], tot_loss[loss=0.1057, over 1465417.24 frames. utt_duration=1282 frames, utt_pad_proportion=0.05636, over 4578.91 utterances.], batch size: 20, lr: 6.07e-04
2022-11-23 09:47:57,830 INFO [train.py:818] (0/4) Epoch 9, batch 2100, loss[loss=0.09466, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00626, over 19.00 utterances.], tot_loss[loss=0.106, over 1465026.73 frames. utt_duration=1276 frames, utt_pad_proportion=0.05662, over 4597.42 utterances.], batch size: 19, lr: 6.06e-04
2022-11-23 09:48:34,425 INFO [train.py:818] (0/4) Epoch 9, batch 2150, loss[loss=0.09522, over 7296.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005719, over 19.00 utterances.], tot_loss[loss=0.1046, over 1464011.24 frames. utt_duration=1280 frames, utt_pad_proportion=0.05676, over 4580.36 utterances.], batch size: 19, lr: 6.06e-04
2022-11-23 09:49:11,464 INFO [train.py:818] (0/4) Epoch 9, batch 2200, loss[loss=0.129, over 7352.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008015, over 23.00 utterances.], tot_loss[loss=0.1053, over 1464075.46 frames. utt_duration=1255 frames, utt_pad_proportion=0.06269, over 4672.41 utterances.], batch size: 23, lr: 6.06e-04
2022-11-23 09:49:48,350 INFO [train.py:818] (0/4) Epoch 9, batch 2250, loss[loss=0.09187, over 7470.00 frames. utt_duration=748.5 frames, utt_pad_proportion=0.1435, over 40.00 utterances.], tot_loss[loss=0.1046, over 1464746.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.05911, over 4652.31 utterances.], batch size: 40, lr: 6.06e-04
2022-11-23 09:50:25,504 INFO [train.py:818] (0/4) Epoch 9, batch 2300, loss[loss=0.08669, over 7400.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004702, over 19.00 utterances.], tot_loss[loss=0.105, over 1464634.94 frames. utt_duration=1259 frames, utt_pad_proportion=0.057, over 4659.01 utterances.], batch size: 19, lr: 6.06e-04
2022-11-23 09:51:01,090 INFO [train.py:818] (0/4) Epoch 9, batch 2350, loss[loss=0.07729, over 7344.00 frames. utt_duration=754.7 frames, utt_pad_proportion=0.1355, over 39.00 utterances.], tot_loss[loss=0.1058, over 1464687.92 frames. utt_duration=1256 frames, utt_pad_proportion=0.05741, over 4669.37 utterances.], batch size: 39, lr: 6.05e-04
2022-11-23 09:51:37,553 INFO [train.py:818] (0/4) Epoch 9, batch 2400, loss[loss=0.1098, over 7362.00 frames. utt_duration=951.3 frames, utt_pad_proportion=0.07824, over 31.00 utterances.], tot_loss[loss=0.1047, over 1464673.88 frames. utt_duration=1256 frames, utt_pad_proportion=0.05757, over 4669.50 utterances.], batch size: 31, lr: 6.05e-04
2022-11-23 09:52:14,496 INFO [train.py:818] (0/4) Epoch 9, batch 2450, loss[loss=0.1061, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005151, over 21.00 utterances.], tot_loss[loss=0.1055, over 1463846.22 frames. utt_duration=1275 frames, utt_pad_proportion=0.05317, over 4597.73 utterances.], batch size: 21, lr: 6.05e-04
2022-11-23 09:52:50,300 INFO [train.py:818] (0/4) Epoch 9, batch 2500, loss[loss=0.1007, over 7298.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009996, over 17.00 utterances.], tot_loss[loss=0.1047, over 1465102.57 frames. utt_duration=1286 frames, utt_pad_proportion=0.05014, over 4563.59 utterances.], batch size: 17, lr: 6.05e-04
2022-11-23 09:53:26,560 INFO [train.py:818] (0/4) Epoch 9, batch 2550, loss[loss=0.07749, over 7205.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004862, over 20.00 utterances.], tot_loss[loss=0.1046, over 1465008.84 frames. utt_duration=1294 frames, utt_pad_proportion=0.0473, over 4533.63 utterances.], batch size: 20, lr: 6.05e-04
2022-11-23 09:54:04,529 INFO [train.py:818] (0/4) Epoch 9, batch 2600, loss[loss=0.1274, over 7373.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007029, over 21.00 utterances.], tot_loss[loss=0.1044, over 1464333.16 frames. utt_duration=1313 frames, utt_pad_proportion=0.04466, over 4464.45 utterances.], batch size: 21, lr: 6.04e-04
2022-11-23 09:54:40,563 INFO [train.py:818] (0/4) Epoch 9, batch 2650, loss[loss=0.06738, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006755, over 18.00 utterances.], tot_loss[loss=0.104, over 1464567.35 frames. utt_duration=1312 frames, utt_pad_proportion=0.04384, over 4470.13 utterances.], batch size: 18, lr: 6.04e-04
2022-11-23 09:55:17,759 INFO [train.py:818] (0/4) Epoch 9, batch 2700, loss[loss=0.07408, over 7429.00 frames. utt_duration=1353 frames, utt_pad_proportion=0.004683, over 22.00 utterances.], tot_loss[loss=0.1053, over 1463709.60 frames. utt_duration=1302 frames, utt_pad_proportion=0.04748, over 4502.66 utterances.], batch size: 22, lr: 6.04e-04
2022-11-23 09:55:53,940 INFO [train.py:818] (0/4) Epoch 9, batch 2750, loss[loss=0.1059, over 7338.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01031, over 23.00 utterances.], tot_loss[loss=0.1051, over 1464415.13 frames. utt_duration=1325 frames, utt_pad_proportion=0.04009, over 4425.31 utterances.], batch size: 23, lr: 6.04e-04
2022-11-23 09:56:29,906 INFO [train.py:818] (0/4) Epoch 9, batch 2800, loss[loss=0.1071, over 7332.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.1349, over 39.00 utterances.], tot_loss[loss=0.1045, over 1465080.55 frames. utt_duration=1321 frames, utt_pad_proportion=0.04167, over 4442.61 utterances.], batch size: 39, lr: 6.04e-04
2022-11-23 09:57:07,050 INFO [train.py:818] (0/4) Epoch 9, batch 2850, loss[loss=0.07896, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006418, over 18.00 utterances.], tot_loss[loss=0.103, over 1464078.88 frames. utt_duration=1338 frames, utt_pad_proportion=0.03611, over 4381.72 utterances.], batch size: 18, lr: 6.03e-04
2022-11-23 09:57:43,462 INFO [train.py:818] (0/4) Epoch 9, batch 2900, loss[loss=0.09014, over 7171.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008974, over 22.00 utterances.], tot_loss[loss=0.1034, over 1464294.89 frames. utt_duration=1297 frames, utt_pad_proportion=0.04905, over 4522.77 utterances.], batch size: 22, lr: 6.03e-04
2022-11-23 09:58:19,761 INFO [train.py:818] (0/4) Epoch 9, batch 2950, loss[loss=0.04892, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006847, over 19.00 utterances.], tot_loss[loss=0.1048, over 1464860.95 frames. utt_duration=1276 frames, utt_pad_proportion=0.05501, over 4597.91 utterances.], batch size: 19, lr: 6.03e-04
2022-11-23 09:58:56,612 INFO [train.py:818] (0/4) Epoch 9, batch 3000, loss[loss=0.1017, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005784, over 19.00 utterances.], tot_loss[loss=0.1033, over 1465092.20 frames. utt_duration=1269 frames, utt_pad_proportion=0.05501, over 4622.43 utterances.], batch size: 19, lr: 6.03e-04
2022-11-23 09:58:56,614 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 09:59:16,776 INFO [train.py:847] (0/4) Epoch 9, validation: loss=0.06178, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 09:59:53,032 INFO [train.py:818] (0/4) Epoch 9, batch 3050, loss[loss=0.09132, over 7232.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02118, over 25.00 utterances.], tot_loss[loss=0.1034, over 1465607.43 frames. utt_duration=1284 frames, utt_pad_proportion=0.05128, over 4571.79 utterances.], batch size: 25, lr: 6.03e-04
2022-11-23 10:00:30,146 INFO [train.py:818] (0/4) Epoch 9, batch 3100, loss[loss=0.1592, over 7230.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02176, over 25.00 utterances.], tot_loss[loss=0.1041, over 1463970.69 frames. utt_duration=1285 frames, utt_pad_proportion=0.05081, over 4561.62 utterances.], batch size: 25, lr: 6.02e-04
2022-11-23 10:01:06,285 INFO [train.py:818] (0/4) Epoch 9, batch 3150, loss[loss=0.1142, over 7207.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01568, over 24.00 utterances.], tot_loss[loss=0.1067, over 1464891.98 frames. utt_duration=1286 frames, utt_pad_proportion=0.05104, over 4561.91 utterances.], batch size: 24, lr: 6.02e-04
2022-11-23 10:01:42,668 INFO [train.py:818] (0/4) Epoch 9, batch 3200, loss[loss=0.1166, over 7322.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007346, over 18.00 utterances.], tot_loss[loss=0.1066, over 1464993.99 frames. utt_duration=1291 frames, utt_pad_proportion=0.04973, over 4543.81 utterances.], batch size: 18, lr: 6.02e-04
2022-11-23 10:02:20,132 INFO [train.py:818] (0/4) Epoch 9, batch 3250, loss[loss=0.112, over 7430.00 frames. utt_duration=438.4 frames, utt_pad_proportion=0.3107, over 68.00 utterances.], tot_loss[loss=0.1049, over 1465020.47 frames. utt_duration=1294 frames, utt_pad_proportion=0.04863, over 4534.97 utterances.], batch size: 68, lr: 6.02e-04
2022-11-23 10:02:56,399 INFO [train.py:818] (0/4) Epoch 9, batch 3300, loss[loss=0.1351, over 7223.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02074, over 25.00 utterances.], tot_loss[loss=0.1057, over 1464362.25 frames. utt_duration=1303 frames, utt_pad_proportion=0.04322, over 4502.17 utterances.], batch size: 25, lr: 6.02e-04
2022-11-23 10:03:32,912 INFO [train.py:818] (0/4) Epoch 9, batch 3350, loss[loss=0.1197, over 7424.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006584, over 22.00 utterances.], tot_loss[loss=0.1045, over 1462866.73 frames. utt_duration=1305 frames, utt_pad_proportion=0.04262, over 4488.71 utterances.], batch size: 22, lr: 6.01e-04
2022-11-23 10:04:10,232 INFO [train.py:818] (0/4) Epoch 9, batch 3400, loss[loss=0.122, over 7416.00 frames. utt_duration=762.3 frames, utt_pad_proportion=0.1328, over 39.00 utterances.], tot_loss[loss=0.1048, over 1463308.24 frames. utt_duration=1263 frames, utt_pad_proportion=0.05462, over 4639.27 utterances.], batch size: 39, lr: 6.01e-04
2022-11-23 10:04:45,609 INFO [train.py:818] (0/4) Epoch 9, batch 3450, loss[loss=0.1028, over 7391.00 frames. utt_duration=955.4 frames, utt_pad_proportion=0.06792, over 31.00 utterances.], tot_loss[loss=0.1044, over 1464069.08 frames. utt_duration=1284 frames, utt_pad_proportion=0.05031, over 4567.87 utterances.], batch size: 31, lr: 6.01e-04
2022-11-23 10:05:22,269 INFO [train.py:818] (0/4) Epoch 9, batch 3500, loss[loss=0.09233, over 7176.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007253, over 22.00 utterances.], tot_loss[loss=0.1064, over 1464926.97 frames. utt_duration=1263 frames, utt_pad_proportion=0.05625, over 4643.40 utterances.], batch size: 22, lr: 6.01e-04
2022-11-23 10:06:00,083 INFO [train.py:818] (0/4) Epoch 9, batch 3550, loss[loss=0.1431, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.007875, over 23.00 utterances.], tot_loss[loss=0.1059, over 1465487.21 frames. utt_duration=1257 frames, utt_pad_proportion=0.05717, over 4670.72 utterances.], batch size: 23, lr: 6.01e-04
2022-11-23 10:06:35,723 INFO [train.py:818] (0/4) Epoch 9, batch 3600, loss[loss=0.07316, over 7277.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007289, over 21.00 utterances.], tot_loss[loss=0.1047, over 1465200.48 frames. utt_duration=1275 frames, utt_pad_proportion=0.0497, over 4603.68 utterances.], batch size: 21, lr: 6.00e-04
2022-11-23 10:07:13,563 INFO [train.py:818] (0/4) Epoch 9, batch 3650, loss[loss=0.1161, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006553, over 19.00 utterances.], tot_loss[loss=0.1047, over 1464812.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.04664, over 4571.84 utterances.], batch size: 19, lr: 6.00e-04
2022-11-23 10:07:49,913 INFO [train.py:818] (0/4) Epoch 9, batch 3700, loss[loss=0.1537, over 7187.00 frames. utt_duration=1514 frames, utt_pad_proportion=0.006937, over 19.00 utterances.], tot_loss[loss=0.1055, over 1464571.82 frames. utt_duration=1268 frames, utt_pad_proportion=0.05014, over 4626.49 utterances.], batch size: 19, lr: 6.00e-04
2022-11-23 10:08:25,854 INFO [train.py:818] (0/4) Epoch 9, batch 3750, loss[loss=0.09861, over 7343.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009598, over 23.00 utterances.], tot_loss[loss=0.1039, over 1465227.17 frames. utt_duration=1264 frames, utt_pad_proportion=0.05219, over 4642.72 utterances.], batch size: 23, lr: 6.00e-04
2022-11-23 10:09:03,271 INFO [train.py:818] (0/4) Epoch 9, batch 3800, loss[loss=0.1044, over 7385.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005683, over 20.00 utterances.], tot_loss[loss=0.1035, over 1465449.44 frames. utt_duration=1268 frames, utt_pad_proportion=0.05025, over 4628.95 utterances.], batch size: 20, lr: 6.00e-04
2022-11-23 10:09:40,353 INFO [train.py:818] (0/4) Epoch 9, batch 3850, loss[loss=0.07528, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005773, over 20.00 utterances.], tot_loss[loss=0.1028, over 1466132.22 frames. utt_duration=1268 frames, utt_pad_proportion=0.05356, over 4631.08 utterances.], batch size: 20, lr: 5.99e-04
2022-11-23 10:10:15,731 INFO [train.py:818] (0/4) Epoch 9, batch 3900, loss[loss=0.1033, over 7188.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007691, over 22.00 utterances.], tot_loss[loss=0.102, over 1465408.11 frames. utt_duration=1275 frames, utt_pad_proportion=0.0498, over 4602.85 utterances.], batch size: 22, lr: 5.99e-04
2022-11-23 10:10:52,186 INFO [train.py:818] (0/4) Epoch 9, batch 3950, loss[loss=0.07733, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005972, over 20.00 utterances.], tot_loss[loss=0.1022, over 1466714.67 frames. utt_duration=1282 frames, utt_pad_proportion=0.04511, over 4581.04 utterances.], batch size: 20, lr: 5.99e-04
2022-11-23 10:11:28,507 INFO [train.py:818] (0/4) Epoch 9, batch 4000, loss[loss=0.1021, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006169, over 18.00 utterances.], tot_loss[loss=0.1026, over 1465840.71 frames. utt_duration=1283 frames, utt_pad_proportion=0.0425, over 4576.47 utterances.], batch size: 18, lr: 5.99e-04
2022-11-23 10:12:03,729 INFO [train.py:818] (0/4) Epoch 9, batch 4050, loss[loss=0.08542, over 7286.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007247, over 19.00 utterances.], tot_loss[loss=0.1017, over 1465463.26 frames. utt_duration=1287 frames, utt_pad_proportion=0.04258, over 4558.75 utterances.], batch size: 19, lr: 5.99e-04
2022-11-23 10:12:41,454 INFO [train.py:818] (0/4) Epoch 9, batch 4100, loss[loss=0.1144, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007118, over 18.00 utterances.], tot_loss[loss=0.102, over 1465137.32 frames. utt_duration=1302 frames, utt_pad_proportion=0.03756, over 4504.83 utterances.], batch size: 18, lr: 5.98e-04
2022-11-23 10:13:19,181 INFO [train.py:818] (0/4) Epoch 9, batch 4150, loss[loss=0.09012, over 7463.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.009218, over 17.00 utterances.], tot_loss[loss=0.1038, over 1466407.35 frames. utt_duration=1282 frames, utt_pad_proportion=0.04638, over 4581.91 utterances.], batch size: 17, lr: 5.98e-04
2022-11-23 10:13:55,540 INFO [train.py:818] (0/4) Epoch 9, batch 4200, loss[loss=0.1436, over 7302.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.007637, over 17.00 utterances.], tot_loss[loss=0.1057, over 1466251.87 frames. utt_duration=1293 frames, utt_pad_proportion=0.04444, over 4542.97 utterances.], batch size: 17, lr: 5.98e-04
2022-11-23 10:14:32,650 INFO [train.py:818] (0/4) Epoch 9, batch 4250, loss[loss=0.1236, over 7332.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01191, over 23.00 utterances.], tot_loss[loss=0.1064, over 1467069.16 frames. utt_duration=1282 frames, utt_pad_proportion=0.0477, over 4582.02 utterances.], batch size: 23, lr: 5.98e-04
2022-11-23 10:15:08,726 INFO [train.py:818] (0/4) Epoch 9, batch 4300, loss[loss=0.131, over 7168.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01024, over 22.00 utterances.], tot_loss[loss=0.1106, over 1466152.37 frames. utt_duration=1284 frames, utt_pad_proportion=0.04835, over 4572.39 utterances.], batch size: 22, lr: 5.98e-04
2022-11-23 10:15:45,394 INFO [train.py:818] (0/4) Epoch 9, batch 4350, loss[loss=0.113, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.00776, over 18.00 utterances.], tot_loss[loss=0.1144, over 1467245.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.05814, over 4656.69 utterances.], batch size: 18, lr: 5.97e-04
2022-11-23 10:16:22,026 INFO [train.py:818] (0/4) Epoch 9, batch 4400, loss[loss=0.1213, over 7328.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006399, over 18.00 utterances.], tot_loss[loss=0.1186, over 1466427.45 frames. utt_duration=1253 frames, utt_pad_proportion=0.05988, over 4686.61 utterances.], batch size: 18, lr: 5.97e-04
2022-11-23 10:16:58,680 INFO [train.py:818] (0/4) Epoch 9, batch 4450, loss[loss=0.09419, over 7488.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01222, over 24.00 utterances.], tot_loss[loss=0.1202, over 1465995.36 frames. utt_duration=1245 frames, utt_pad_proportion=0.06031, over 4714.82 utterances.], batch size: 24, lr: 5.97e-04
2022-11-23 10:17:35,058 INFO [train.py:818] (0/4) Epoch 9, batch 4500, loss[loss=0.1396, over 7291.00 frames. utt_duration=973.4 frames, utt_pad_proportion=0.0559, over 30.00 utterances.], tot_loss[loss=0.1237, over 1466394.13 frames. utt_duration=1246 frames, utt_pad_proportion=0.06038, over 4714.11 utterances.], batch size: 30, lr: 5.97e-04
2022-11-23 10:18:12,954 INFO [train.py:818] (0/4) Epoch 9, batch 4550, loss[loss=0.1313, over 7196.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006825, over 19.00 utterances.], tot_loss[loss=0.1264, over 1466129.85 frames. utt_duration=1237 frames, utt_pad_proportion=0.06528, over 4748.54 utterances.], batch size: 19, lr: 5.97e-04
2022-11-23 10:18:48,707 INFO [train.py:818] (0/4) Epoch 9, batch 4600, loss[loss=0.08289, over 7460.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01204, over 24.00 utterances.], tot_loss[loss=0.127, over 1466678.25 frames. utt_duration=1244 frames, utt_pad_proportion=0.06063, over 4722.09 utterances.], batch size: 24, lr: 5.96e-04
2022-11-23 10:19:26,095 INFO [train.py:818] (0/4) Epoch 9, batch 4650, loss[loss=0.1664, over 7301.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005512, over 19.00 utterances.], tot_loss[loss=0.1269, over 1466628.28 frames. utt_duration=1242 frames, utt_pad_proportion=0.05771, over 4727.71 utterances.], batch size: 19, lr: 5.96e-04
2022-11-23 10:20:02,505 INFO [train.py:818] (0/4) Epoch 9, batch 4700, loss[loss=0.1283, over 7493.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006227, over 19.00 utterances.], tot_loss[loss=0.1275, over 1466112.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.05403, over 4683.26 utterances.], batch size: 19, lr: 5.96e-04
2022-11-23 10:20:38,280 INFO [train.py:818] (0/4) Epoch 9, batch 4750, loss[loss=0.1113, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006464, over 19.00 utterances.], tot_loss[loss=0.1298, over 1466155.87 frames. utt_duration=1263 frames, utt_pad_proportion=0.05191, over 4649.50 utterances.], batch size: 19, lr: 5.96e-04
2022-11-23 10:21:16,767 INFO [train.py:818] (0/4) Epoch 9, batch 4800, loss[loss=0.1231, over 7190.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007518, over 18.00 utterances.], tot_loss[loss=0.1312, over 1466072.42 frames. utt_duration=1248 frames, utt_pad_proportion=0.05773, over 4705.82 utterances.], batch size: 18, lr: 5.96e-04
2022-11-23 10:21:53,338 INFO [train.py:818] (0/4) Epoch 9, batch 4850, loss[loss=0.1371, over 7470.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01462, over 24.00 utterances.], tot_loss[loss=0.1315, over 1466430.03 frames. utt_duration=1250 frames, utt_pad_proportion=0.05571, over 4699.45 utterances.], batch size: 24, lr: 5.95e-04
2022-11-23 10:22:31,358 INFO [train.py:818] (0/4) Epoch 9, batch 4900, loss[loss=0.1086, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008655, over 18.00 utterances.], tot_loss[loss=0.1307, over 1466231.04 frames. utt_duration=1239 frames, utt_pad_proportion=0.06019, over 4739.64 utterances.], batch size: 18, lr: 5.95e-04
2022-11-23 10:23:09,058 INFO [train.py:818] (0/4) Epoch 9, batch 4950, loss[loss=0.1149, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005888, over 20.00 utterances.], tot_loss[loss=0.1308, over 1466628.91 frames. utt_duration=1246 frames, utt_pad_proportion=0.06016, over 4713.97 utterances.], batch size: 20, lr: 5.95e-04
2022-11-23 10:23:45,634 INFO [train.py:818] (0/4) Epoch 9, batch 5000, loss[loss=0.1225, over 7186.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006078, over 21.00 utterances.], tot_loss[loss=0.1317, over 1467124.95 frames. utt_duration=1238 frames, utt_pad_proportion=0.06384, over 4744.19 utterances.], batch size: 21, lr: 5.95e-04
2022-11-23 10:24:21,568 INFO [train.py:818] (0/4) Epoch 9, batch 5050, loss[loss=0.1425, over 7208.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005241, over 20.00 utterances.], tot_loss[loss=0.1318, over 1466472.24 frames. utt_duration=1249 frames, utt_pad_proportion=0.0589, over 4701.33 utterances.], batch size: 20, lr: 5.95e-04
2022-11-23 10:24:58,858 INFO [train.py:818] (0/4) Epoch 9, batch 5100, loss[loss=0.1405, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.0066, over 19.00 utterances.], tot_loss[loss=0.1303, over 1466566.64 frames. utt_duration=1234 frames, utt_pad_proportion=0.06347, over 4758.87 utterances.], batch size: 19, lr: 5.94e-04
2022-11-23 10:25:35,910 INFO [train.py:818] (0/4) Epoch 9, batch 5150, loss[loss=0.09553, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006354, over 21.00 utterances.], tot_loss[loss=0.1314, over 1466150.88 frames. utt_duration=1205 frames, utt_pad_proportion=0.07209, over 4872.34 utterances.], batch size: 21, lr: 5.94e-04
2022-11-23 10:26:14,541 INFO [train.py:818] (0/4) Epoch 9, batch 5200, loss[loss=0.1249, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005616, over 21.00 utterances.], tot_loss[loss=0.1319, over 1466008.33 frames. utt_duration=1221 frames, utt_pad_proportion=0.06844, over 4808.38 utterances.], batch size: 21, lr: 5.94e-04
2022-11-23 10:26:51,323 INFO [train.py:818] (0/4) Epoch 9, batch 5250, loss[loss=0.1402, over 7204.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005553, over 19.00 utterances.], tot_loss[loss=0.1327, over 1465265.52 frames. utt_duration=1230 frames, utt_pad_proportion=0.06624, over 4770.77 utterances.], batch size: 19, lr: 5.94e-04
2022-11-23 10:27:27,913 INFO [train.py:818] (0/4) Epoch 9, batch 5300, loss[loss=0.1372, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006422, over 20.00 utterances.], tot_loss[loss=0.1332, over 1467389.11 frames. utt_duration=1200 frames, utt_pad_proportion=0.0736, over 4896.69 utterances.], batch size: 20, lr: 5.94e-04
2022-11-23 10:28:05,856 INFO [train.py:818] (0/4) Epoch 9, batch 5350, loss[loss=0.07879, over 7169.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007297, over 17.00 utterances.], tot_loss[loss=0.131, over 1466737.37 frames. utt_duration=1228 frames, utt_pad_proportion=0.06364, over 4783.76 utterances.], batch size: 17, lr: 5.93e-04
2022-11-23 10:28:42,044 INFO [train.py:818] (0/4) Epoch 9, batch 5400, loss[loss=0.1215, over 7146.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01113, over 17.00 utterances.], tot_loss[loss=0.1301, over 1466455.59 frames. utt_duration=1242 frames, utt_pad_proportion=0.05896, over 4729.73 utterances.], batch size: 17, lr: 5.93e-04
2022-11-23 10:29:18,532 INFO [train.py:818] (0/4) Epoch 9, batch 5450, loss[loss=0.1239, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.006569, over 18.00 utterances.], tot_loss[loss=0.1302, over 1466625.45 frames. utt_duration=1217 frames, utt_pad_proportion=0.06714, over 4827.85 utterances.], batch size: 18, lr: 5.93e-04
2022-11-23 10:29:55,696 INFO [train.py:818] (0/4) Epoch 9, batch 5500, loss[loss=0.1402, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006687, over 19.00 utterances.], tot_loss[loss=0.1309, over 1465974.34 frames. utt_duration=1212 frames, utt_pad_proportion=0.06749, over 4846.03 utterances.], batch size: 19, lr: 5.93e-04
2022-11-23 10:30:32,875 INFO [train.py:818] (0/4) Epoch 9, batch 5550, loss[loss=0.1275, over 7336.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01144, over 23.00 utterances.], tot_loss[loss=0.1306, over 1465869.17 frames. utt_duration=1230 frames, utt_pad_proportion=0.06394, over 4771.91 utterances.], batch size: 23, lr: 5.93e-04
2022-11-23 10:31:09,699 INFO [train.py:818] (0/4) Epoch 9, batch 5600, loss[loss=0.1331, over 7211.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02439, over 25.00 utterances.], tot_loss[loss=0.1326, over 1466441.48 frames. utt_duration=1204 frames, utt_pad_proportion=0.07254, over 4876.10 utterances.], batch size: 25, lr: 5.92e-04
2022-11-23 10:31:47,664 INFO [train.py:818] (0/4) Epoch 9, batch 5650, loss[loss=0.08708, over 7205.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004794, over 19.00 utterances.], tot_loss[loss=0.1319, over 1465743.06 frames. utt_duration=1209 frames, utt_pad_proportion=0.07, over 4857.25 utterances.], batch size: 19, lr: 5.92e-04
2022-11-23 10:32:24,694 INFO [train.py:818] (0/4) Epoch 9, batch 5700, loss[loss=0.2318, over 7450.00 frames. utt_duration=427.3 frames, utt_pad_proportion=0.3344, over 70.00 utterances.], tot_loss[loss=0.1327, over 1466207.90 frames. utt_duration=1192 frames, utt_pad_proportion=0.07811, over 4924.88 utterances.], batch size: 70, lr: 5.92e-04
2022-11-23 10:33:01,757 INFO [train.py:818] (0/4) Epoch 9, batch 5750, loss[loss=0.1153, over 7376.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.004818, over 20.00 utterances.], tot_loss[loss=0.132, over 1466728.85 frames. utt_duration=1192 frames, utt_pad_proportion=0.07634, over 4928.26 utterances.], batch size: 20, lr: 5.92e-04
2022-11-23 10:33:38,465 INFO [train.py:818] (0/4) Epoch 9, batch 5800, loss[loss=0.128, over 7378.00 frames. utt_duration=758 frames, utt_pad_proportion=0.1297, over 39.00 utterances.], tot_loss[loss=0.1339, over 1465942.32 frames. utt_duration=1199 frames, utt_pad_proportion=0.071, over 4897.76 utterances.], batch size: 39, lr: 5.92e-04
2022-11-23 10:34:15,531 INFO [train.py:818] (0/4) Epoch 9, batch 5850, loss[loss=0.1406, over 7481.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01308, over 24.00 utterances.], tot_loss[loss=0.1334, over 1466501.24 frames. utt_duration=1192 frames, utt_pad_proportion=0.07585, over 4928.76 utterances.], batch size: 24, lr: 5.92e-04
2022-11-23 10:34:52,616 INFO [train.py:818] (0/4) Epoch 9, batch 5900, loss[loss=0.1476, over 7296.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.00565, over 20.00 utterances.], tot_loss[loss=0.1322, over 1465426.55 frames. utt_duration=1190 frames, utt_pad_proportion=0.07665, over 4931.91 utterances.], batch size: 20, lr: 5.91e-04
2022-11-23 10:35:29,416 INFO [train.py:818] (0/4) Epoch 9, batch 5950, loss[loss=0.146, over 7468.00 frames. utt_duration=964.9 frames, utt_pad_proportion=0.05866, over 31.00 utterances.], tot_loss[loss=0.1326, over 1465855.47 frames. utt_duration=1190 frames, utt_pad_proportion=0.07779, over 4933.78 utterances.], batch size: 31, lr: 5.91e-04
2022-11-23 10:36:05,485 INFO [train.py:818] (0/4) Epoch 9, batch 6000, loss[loss=0.1081, over 7219.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02255, over 25.00 utterances.], tot_loss[loss=0.131, over 1465909.07 frames. utt_duration=1194 frames, utt_pad_proportion=0.07694, over 4916.58 utterances.], batch size: 25, lr: 5.91e-04
2022-11-23 10:36:05,487 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 10:36:25,861 INFO [train.py:847] (0/4) Epoch 9, validation: loss=0.05481, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 10:37:02,504 INFO [train.py:818] (0/4) Epoch 9, batch 6050, loss[loss=0.07288, over 7320.00 frames. utt_duration=1831 frames, utt_pad_proportion=0.03269, over 16.00 utterances.], tot_loss[loss=0.1316, over 1465641.56 frames. utt_duration=1217 frames, utt_pad_proportion=0.0693, over 4824.65 utterances.], batch size: 16, lr: 5.91e-04
2022-11-23 10:37:39,059 INFO [train.py:818] (0/4) Epoch 9, batch 6100, loss[loss=0.08952, over 7301.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01009, over 17.00 utterances.], tot_loss[loss=0.1307, over 1465023.50 frames. utt_duration=1239 frames, utt_pad_proportion=0.06059, over 4733.88 utterances.], batch size: 17, lr: 5.91e-04
2022-11-23 10:38:16,955 INFO [train.py:818] (0/4) Epoch 9, batch 6150, loss[loss=0.09959, over 7245.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01296, over 24.00 utterances.], tot_loss[loss=0.1313, over 1465547.11 frames. utt_duration=1237 frames, utt_pad_proportion=0.06355, over 4744.91 utterances.], batch size: 24, lr: 5.90e-04
2022-11-23 10:38:54,230 INFO [train.py:818] (0/4) Epoch 9, batch 6200, loss[loss=0.08027, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006779, over 18.00 utterances.], tot_loss[loss=0.1312, over 1466109.44 frames. utt_duration=1236 frames, utt_pad_proportion=0.06415, over 4751.92 utterances.], batch size: 18, lr: 5.90e-04
2022-11-23 10:39:31,713 INFO [train.py:818] (0/4) Epoch 9, batch 6250, loss[loss=0.1189, over 7420.00 frames. utt_duration=958.9 frames, utt_pad_proportion=0.06628, over 31.00 utterances.], tot_loss[loss=0.1297, over 1466416.14 frames. utt_duration=1211 frames, utt_pad_proportion=0.06981, over 4847.78 utterances.], batch size: 31, lr: 5.90e-04
2022-11-23 10:40:09,910 INFO [train.py:818] (0/4) Epoch 9, batch 6300, loss[loss=0.1029, over 7298.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.009056, over 18.00 utterances.], tot_loss[loss=0.1275, over 1466614.82 frames. utt_duration=1235 frames, utt_pad_proportion=0.06368, over 4756.14 utterances.], batch size: 18, lr: 5.90e-04
2022-11-23 10:40:46,651 INFO [train.py:818] (0/4) Epoch 9, batch 6350, loss[loss=0.1398, over 7309.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.00645, over 22.00 utterances.], tot_loss[loss=0.1295, over 1466729.13 frames. utt_duration=1226 frames, utt_pad_proportion=0.06677, over 4791.41 utterances.], batch size: 22, lr: 5.90e-04
2022-11-23 10:41:25,566 INFO [train.py:818] (0/4) Epoch 9, batch 6400, loss[loss=0.08432, over 7362.00 frames. utt_duration=951.2 frames, utt_pad_proportion=0.07468, over 31.00 utterances.], tot_loss[loss=0.1277, over 1466228.18 frames. utt_duration=1233 frames, utt_pad_proportion=0.06632, over 4762.84 utterances.], batch size: 31, lr: 5.89e-04
2022-11-23 10:42:02,282 INFO [train.py:818] (0/4) Epoch 9, batch 6450, loss[loss=0.1503, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005918, over 20.00 utterances.], tot_loss[loss=0.128, over 1466597.62 frames. utt_duration=1220 frames, utt_pad_proportion=0.0712, over 4815.33 utterances.], batch size: 20, lr: 5.89e-04
2022-11-23 10:42:39,783 INFO [train.py:818] (0/4) Epoch 9, batch 6500, loss[loss=0.1729, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00648, over 21.00 utterances.], tot_loss[loss=0.1276, over 1466802.71 frames. utt_duration=1233 frames, utt_pad_proportion=0.06653, over 4765.77 utterances.], batch size: 21, lr: 5.89e-04
2022-11-23 10:43:16,865 INFO [train.py:818] (0/4) Epoch 9, batch 6550, loss[loss=0.1126, over 7296.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005075, over 20.00 utterances.], tot_loss[loss=0.1263, over 1467411.01 frames. utt_duration=1254 frames, utt_pad_proportion=0.05728, over 4687.15 utterances.], batch size: 20, lr: 5.89e-04
2022-11-23 10:43:53,460 INFO [train.py:818] (0/4) Epoch 9, batch 6600, loss[loss=0.1348, over 7449.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.0158, over 24.00 utterances.], tot_loss[loss=0.1257, over 1466725.46 frames. utt_duration=1261 frames, utt_pad_proportion=0.05446, over 4659.05 utterances.], batch size: 24, lr: 5.89e-04
2022-11-23 10:44:30,194 INFO [train.py:818] (0/4) Epoch 9, batch 6650, loss[loss=0.107, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.007395, over 17.00 utterances.], tot_loss[loss=0.1253, over 1467246.56 frames. utt_duration=1234 frames, utt_pad_proportion=0.06474, over 4761.12 utterances.], batch size: 17, lr: 5.88e-04
2022-11-23 10:45:07,822 INFO [train.py:818] (0/4) Epoch 9, batch 6700, loss[loss=0.158, over 7480.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02667, over 26.00 utterances.], tot_loss[loss=0.1258, over 1466444.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.07618, over 4883.05 utterances.], batch size: 26, lr: 5.88e-04
2022-11-23 10:45:45,555 INFO [train.py:818] (0/4) Epoch 9, batch 6750, loss[loss=0.08965, over 7159.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008473, over 17.00 utterances.], tot_loss[loss=0.1254, over 1466426.27 frames. utt_duration=1206 frames, utt_pad_proportion=0.07366, over 4871.53 utterances.], batch size: 17, lr: 5.88e-04
2022-11-23 10:46:22,301 INFO [train.py:818] (0/4) Epoch 9, batch 6800, loss[loss=0.1314, over 7197.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006276, over 18.00 utterances.], tot_loss[loss=0.125, over 1466083.01 frames. utt_duration=1230 frames, utt_pad_proportion=0.06661, over 4774.10 utterances.], batch size: 18, lr: 5.88e-04
2022-11-23 10:46:59,816 INFO [train.py:818] (0/4) Epoch 9, batch 6850, loss[loss=0.1248, over 7195.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006242, over 18.00 utterances.], tot_loss[loss=0.1255, over 1466068.33 frames. utt_duration=1227 frames, utt_pad_proportion=0.06578, over 4784.60 utterances.], batch size: 18, lr: 5.88e-04
2022-11-23 10:47:35,454 INFO [train.py:818] (0/4) Epoch 9, batch 6900, loss[loss=0.1505, over 7301.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01019, over 17.00 utterances.], tot_loss[loss=0.1272, over 1466236.05 frames. utt_duration=1228 frames, utt_pad_proportion=0.06326, over 4782.97 utterances.], batch size: 17, lr: 5.88e-04
2022-11-23 10:48:13,551 INFO [train.py:818] (0/4) Epoch 9, batch 6950, loss[loss=0.1669, over 7219.00 frames. utt_duration=1071 frames, utt_pad_proportion=0.03767, over 27.00 utterances.], tot_loss[loss=0.1286, over 1465687.22 frames. utt_duration=1203 frames, utt_pad_proportion=0.07042, over 4878.99 utterances.], batch size: 27, lr: 5.87e-04
2022-11-23 10:48:50,424 INFO [train.py:818] (0/4) Epoch 9, batch 7000, loss[loss=0.1095, over 7473.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02689, over 26.00 utterances.], tot_loss[loss=0.1271, over 1465475.13 frames. utt_duration=1200 frames, utt_pad_proportion=0.07565, over 4889.83 utterances.], batch size: 26, lr: 5.87e-04
2022-11-23 10:49:28,008 INFO [train.py:818] (0/4) Epoch 9, batch 7050, loss[loss=0.167, over 7455.00 frames. utt_duration=427.2 frames, utt_pad_proportion=0.324, over 70.00 utterances.], tot_loss[loss=0.1268, over 1465961.27 frames. utt_duration=1203 frames, utt_pad_proportion=0.07565, over 4881.53 utterances.], batch size: 70, lr: 5.87e-04
2022-11-23 10:50:05,604 INFO [train.py:818] (0/4) Epoch 9, batch 7100, loss[loss=0.1109, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006932, over 18.00 utterances.], tot_loss[loss=0.1266, over 1466878.15 frames. utt_duration=1177 frames, utt_pad_proportion=0.08355, over 4993.41 utterances.], batch size: 18, lr: 5.87e-04
2022-11-23 10:50:42,846 INFO [train.py:818] (0/4) Epoch 9, batch 7150, loss[loss=0.1104, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005761, over 21.00 utterances.], tot_loss[loss=0.1252, over 1465830.00 frames. utt_duration=1198 frames, utt_pad_proportion=0.07532, over 4900.47 utterances.], batch size: 21, lr: 5.87e-04
2022-11-23 10:51:19,365 INFO [train.py:818] (0/4) Epoch 9, batch 7200, loss[loss=0.1385, over 7440.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.008223, over 17.00 utterances.], tot_loss[loss=0.1266, over 1466197.89 frames. utt_duration=1212 frames, utt_pad_proportion=0.07218, over 4846.56 utterances.], batch size: 17, lr: 5.86e-04
2022-11-23 10:51:57,974 INFO [train.py:818] (0/4) Epoch 9, batch 7250, loss[loss=0.1014, over 7177.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007286, over 21.00 utterances.], tot_loss[loss=0.1274, over 1466208.69 frames. utt_duration=1214 frames, utt_pad_proportion=0.07383, over 4838.93 utterances.], batch size: 21, lr: 5.86e-04
2022-11-23 10:52:33,647 INFO [train.py:818] (0/4) Epoch 9, batch 7300, loss[loss=0.1236, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005956, over 20.00 utterances.], tot_loss[loss=0.1264, over 1466355.08 frames. utt_duration=1222 frames, utt_pad_proportion=0.06793, over 4807.71 utterances.], batch size: 20, lr: 5.86e-04
2022-11-23 10:53:11,457 INFO [train.py:818] (0/4) Epoch 9, batch 7350, loss[loss=0.1979, over 7276.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03826, over 27.00 utterances.], tot_loss[loss=0.126, over 1467637.51 frames. utt_duration=1221 frames, utt_pad_proportion=0.07128, over 4812.22 utterances.], batch size: 27, lr: 5.86e-04
2022-11-23 10:53:48,320 INFO [train.py:818] (0/4) Epoch 9, batch 7400, loss[loss=0.1719, over 7338.00 frames. utt_duration=426.9 frames, utt_pad_proportion=0.3308, over 69.00 utterances.], tot_loss[loss=0.1276, over 1467009.11 frames. utt_duration=1218 frames, utt_pad_proportion=0.06722, over 4821.99 utterances.], batch size: 69, lr: 5.86e-04
2022-11-23 10:54:25,231 INFO [train.py:818] (0/4) Epoch 9, batch 7450, loss[loss=0.09618, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.00542, over 19.00 utterances.], tot_loss[loss=0.1288, over 1467650.31 frames. utt_duration=1175 frames, utt_pad_proportion=0.08381, over 5001.65 utterances.], batch size: 19, lr: 5.85e-04
2022-11-23 10:55:02,674 INFO [train.py:818] (0/4) Epoch 9, batch 7500, loss[loss=0.1256, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004556, over 21.00 utterances.], tot_loss[loss=0.1276, over 1467226.80 frames. utt_duration=1200 frames, utt_pad_proportion=0.07331, over 4898.17 utterances.], batch size: 21, lr: 5.85e-04
2022-11-23 10:55:41,094 INFO [train.py:818] (0/4) Epoch 9, batch 7550, loss[loss=0.1245, over 7222.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01653, over 24.00 utterances.], tot_loss[loss=0.1281, over 1466605.98 frames. utt_duration=1171 frames, utt_pad_proportion=0.08163, over 5018.13 utterances.], batch size: 24, lr: 5.85e-04
2022-11-23 10:56:18,262 INFO [train.py:818] (0/4) Epoch 9, batch 7600, loss[loss=0.1281, over 7233.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01526, over 24.00 utterances.], tot_loss[loss=0.1279, over 1467036.28 frames. utt_duration=1191 frames, utt_pad_proportion=0.07356, over 4935.12 utterances.], batch size: 24, lr: 5.85e-04
2022-11-23 10:56:55,568 INFO [train.py:818] (0/4) Epoch 9, batch 7650, loss[loss=0.1782, over 7484.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004453, over 21.00 utterances.], tot_loss[loss=0.1271, over 1466926.34 frames. utt_duration=1226 frames, utt_pad_proportion=0.06285, over 4790.83 utterances.], batch size: 21, lr: 5.85e-04
2022-11-23 10:57:32,330 INFO [train.py:818] (0/4) Epoch 9, batch 7700, loss[loss=0.1261, over 7196.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006893, over 19.00 utterances.], tot_loss[loss=0.1263, over 1467242.49 frames. utt_duration=1222 frames, utt_pad_proportion=0.06234, over 4807.34 utterances.], batch size: 19, lr: 5.85e-04
2022-11-23 10:58:09,866 INFO [train.py:818] (0/4) Epoch 9, batch 7750, loss[loss=0.1609, over 7302.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.003985, over 20.00 utterances.], tot_loss[loss=0.1272, over 1467374.74 frames. utt_duration=1224 frames, utt_pad_proportion=0.0629, over 4800.71 utterances.], batch size: 20, lr: 5.84e-04
2022-11-23 10:58:46,976 INFO [train.py:818] (0/4) Epoch 9, batch 7800, loss[loss=0.0894, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008161, over 17.00 utterances.], tot_loss[loss=0.1271, over 1466761.70 frames. utt_duration=1244 frames, utt_pad_proportion=0.05858, over 4723.80 utterances.], batch size: 17, lr: 5.84e-04
2022-11-23 10:59:23,478 INFO [train.py:818] (0/4) Epoch 9, batch 7850, loss[loss=0.108, over 7292.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005484, over 21.00 utterances.], tot_loss[loss=0.1257, over 1466255.91 frames. utt_duration=1254 frames, utt_pad_proportion=0.05531, over 4683.04 utterances.], batch size: 21, lr: 5.84e-04
2022-11-23 11:00:01,180 INFO [train.py:818] (0/4) Epoch 9, batch 7900, loss[loss=0.1423, over 7223.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01759, over 24.00 utterances.], tot_loss[loss=0.1268, over 1465212.91 frames. utt_duration=1256 frames, utt_pad_proportion=0.05539, over 4671.02 utterances.], batch size: 24, lr: 5.84e-04
2022-11-23 11:00:38,368 INFO [train.py:818] (0/4) Epoch 9, batch 7950, loss[loss=0.0804, over 7473.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.007465, over 17.00 utterances.], tot_loss[loss=0.1265, over 1466520.39 frames. utt_duration=1233 frames, utt_pad_proportion=0.06097, over 4765.20 utterances.], batch size: 17, lr: 5.84e-04
2022-11-23 11:01:15,573 INFO [train.py:818] (0/4) Epoch 9, batch 8000, loss[loss=0.1246, over 7227.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01614, over 24.00 utterances.], tot_loss[loss=0.1264, over 1466910.65 frames. utt_duration=1222 frames, utt_pad_proportion=0.06479, over 4807.29 utterances.], batch size: 24, lr: 5.83e-04
2022-11-23 11:01:53,420 INFO [train.py:818] (0/4) Epoch 9, batch 8050, loss[loss=0.0968, over 7424.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.01032, over 18.00 utterances.], tot_loss[loss=0.125, over 1466510.27 frames. utt_duration=1224 frames, utt_pad_proportion=0.06652, over 4800.00 utterances.], batch size: 18, lr: 5.83e-04
2022-11-23 11:02:29,768 INFO [train.py:818] (0/4) Epoch 9, batch 8100, loss[loss=0.08503, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.008311, over 17.00 utterances.], tot_loss[loss=0.1254, over 1467177.55 frames. utt_duration=1233 frames, utt_pad_proportion=0.06497, over 4767.23 utterances.], batch size: 17, lr: 5.83e-04
2022-11-23 11:03:07,641 INFO [train.py:818] (0/4) Epoch 9, batch 8150, loss[loss=0.114, over 7250.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.03607, over 16.00 utterances.], tot_loss[loss=0.1252, over 1466464.07 frames. utt_duration=1253 frames, utt_pad_proportion=0.05679, over 4685.70 utterances.], batch size: 16, lr: 5.83e-04
2022-11-23 11:03:43,937 INFO [train.py:818] (0/4) Epoch 9, batch 8200, loss[loss=0.1215, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00679, over 22.00 utterances.], tot_loss[loss=0.1243, over 1465120.45 frames. utt_duration=1288 frames, utt_pad_proportion=0.04928, over 4554.95 utterances.], batch size: 22, lr: 5.83e-04
2022-11-23 11:04:21,270 INFO [train.py:818] (0/4) Epoch 9, batch 8250, loss[loss=0.1387, over 7196.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006241, over 20.00 utterances.], tot_loss[loss=0.1249, over 1465160.79 frames. utt_duration=1304 frames, utt_pad_proportion=0.0458, over 4500.32 utterances.], batch size: 20, lr: 5.83e-04
2022-11-23 11:04:58,428 INFO [train.py:818] (0/4) Epoch 9, batch 8300, loss[loss=0.1612, over 7340.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008864, over 23.00 utterances.], tot_loss[loss=0.1265, over 1465044.13 frames. utt_duration=1290 frames, utt_pad_proportion=0.05016, over 4549.79 utterances.], batch size: 23, lr: 5.82e-04
2022-11-23 11:05:36,173 INFO [train.py:818] (0/4) Epoch 9, batch 8350, loss[loss=0.09864, over 7177.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008691, over 22.00 utterances.], tot_loss[loss=0.125, over 1463973.62 frames. utt_duration=1289 frames, utt_pad_proportion=0.04766, over 4547.57 utterances.], batch size: 22, lr: 5.82e-04
2022-11-23 11:06:11,828 INFO [train.py:818] (0/4) Epoch 9, batch 8400, loss[loss=0.1096, over 7307.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03393, over 27.00 utterances.], tot_loss[loss=0.1252, over 1464671.30 frames. utt_duration=1254 frames, utt_pad_proportion=0.05696, over 4676.78 utterances.], batch size: 27, lr: 5.82e-04
2022-11-23 11:06:49,643 INFO [train.py:818] (0/4) Epoch 9, batch 8450, loss[loss=0.09837, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006723, over 22.00 utterances.], tot_loss[loss=0.1266, over 1464942.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.06475, over 4755.58 utterances.], batch size: 22, lr: 5.82e-04
2022-11-23 11:07:26,206 INFO [train.py:818] (0/4) Epoch 9, batch 8500, loss[loss=0.1119, over 7272.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.04391, over 16.00 utterances.], tot_loss[loss=0.1265, over 1465884.87 frames. utt_duration=1253 frames, utt_pad_proportion=0.05891, over 4683.94 utterances.], batch size: 16, lr: 5.82e-04
2022-11-23 11:08:02,315 INFO [train.py:818] (0/4) Epoch 9, batch 8550, loss[loss=0.1147, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00545, over 20.00 utterances.], tot_loss[loss=0.127, over 1466533.33 frames. utt_duration=1229 frames, utt_pad_proportion=0.06422, over 4779.05 utterances.], batch size: 20, lr: 5.81e-04
2022-11-23 11:08:39,637 INFO [train.py:818] (0/4) Epoch 9, batch 8600, loss[loss=0.1012, over 7383.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.006856, over 19.00 utterances.], tot_loss[loss=0.1263, over 1466552.15 frames. utt_duration=1214 frames, utt_pad_proportion=0.06987, over 4836.63 utterances.], batch size: 19, lr: 5.81e-04
2022-11-23 11:09:17,739 INFO [train.py:818] (0/4) Epoch 9, batch 8650, loss[loss=0.09339, over 7471.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007266, over 20.00 utterances.], tot_loss[loss=0.1254, over 1465121.29 frames. utt_duration=1242 frames, utt_pad_proportion=0.0624, over 4724.73 utterances.], batch size: 20, lr: 5.81e-04
2022-11-23 11:09:54,352 INFO [train.py:818] (0/4) Epoch 9, batch 8700, loss[loss=0.1294, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005898, over 19.00 utterances.], tot_loss[loss=0.1248, over 1465468.09 frames. utt_duration=1229 frames, utt_pad_proportion=0.06305, over 4774.00 utterances.], batch size: 19, lr: 5.81e-04
2022-11-23 11:10:30,823 INFO [train.py:818] (0/4) Epoch 9, batch 8750, loss[loss=0.1624, over 7295.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.01054, over 18.00 utterances.], tot_loss[loss=0.1265, over 1464601.53 frames. utt_duration=1218 frames, utt_pad_proportion=0.06437, over 4817.76 utterances.], batch size: 18, lr: 5.81e-04
2022-11-23 11:11:06,861 INFO [train.py:818] (0/4) Epoch 9, batch 8800, loss[loss=0.1011, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008351, over 22.00 utterances.], tot_loss[loss=0.1244, over 1465523.06 frames. utt_duration=1247 frames, utt_pad_proportion=0.05605, over 4707.40 utterances.], batch size: 22, lr: 5.81e-04
2022-11-23 11:11:41,866 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-80000.pt
2022-11-23 11:11:54,248 INFO [train.py:818] (0/4) Epoch 9, batch 8850, loss[loss=0.1575, over 7452.00 frames. utt_duration=427.2 frames, utt_pad_proportion=0.3305, over 70.00 utterances.], tot_loss[loss=0.1253, over 1464791.05 frames. utt_duration=1229 frames, utt_pad_proportion=0.06317, over 4774.75 utterances.], batch size: 70, lr: 5.80e-04
2022-11-23 11:12:32,354 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-9.pt
2022-11-23 11:13:14,735 INFO [train.py:818] (0/4) Epoch 10, batch 0, loss[loss=0.1243, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005516, over 21.00 utterances.], tot_loss[loss=0.1243, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005516, over 21.00 utterances.], batch size: 21, lr: 5.58e-04
2022-11-23 11:13:51,784 INFO [train.py:818] (0/4) Epoch 10, batch 50, loss[loss=0.1019, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006536, over 20.00 utterances.], tot_loss[loss=0.1136, over 331681.81 frames. utt_duration=1141 frames, utt_pad_proportion=0.09267, over 1164.64 utterances.], batch size: 20, lr: 5.58e-04
2022-11-23 11:14:29,761 INFO [train.py:818] (0/4) Epoch 10, batch 100, loss[loss=0.1016, over 7236.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.01679, over 25.00 utterances.], tot_loss[loss=0.1098, over 583874.43 frames. utt_duration=1133 frames, utt_pad_proportion=0.09337, over 2064.24 utterances.], batch size: 25, lr: 5.58e-04
2022-11-23 11:15:07,403 INFO [train.py:818] (0/4) Epoch 10, batch 150, loss[loss=0.08315, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007597, over 18.00 utterances.], tot_loss[loss=0.1067, over 779668.85 frames. utt_duration=1178 frames, utt_pad_proportion=0.07999, over 2650.83 utterances.], batch size: 18, lr: 5.57e-04
2022-11-23 11:15:44,554 INFO [train.py:818] (0/4) Epoch 10, batch 200, loss[loss=0.1006, over 7192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.009494, over 23.00 utterances.], tot_loss[loss=0.1036, over 931488.61 frames. utt_duration=1219 frames, utt_pad_proportion=0.06313, over 3061.04 utterances.], batch size: 23, lr: 5.57e-04
2022-11-23 11:16:21,233 INFO [train.py:818] (0/4) Epoch 10, batch 250, loss[loss=0.06345, over 7372.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.007599, over 20.00 utterances.], tot_loss[loss=0.1027, over 1051101.40 frames. utt_duration=1208 frames, utt_pad_proportion=0.06877, over 3485.50 utterances.], batch size: 20, lr: 5.57e-04
2022-11-23 11:16:57,722 INFO [train.py:818] (0/4) Epoch 10, batch 300, loss[loss=0.09673, over 7338.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009134, over 23.00 utterances.], tot_loss[loss=0.1033, over 1143332.24 frames. utt_duration=1215 frames, utt_pad_proportion=0.06456, over 3769.72 utterances.], batch size: 23, lr: 5.57e-04
2022-11-23 11:17:34,600 INFO [train.py:818] (0/4) Epoch 10, batch 350, loss[loss=0.08443, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006653, over 20.00 utterances.], tot_loss[loss=0.1016, over 1213284.67 frames. utt_duration=1218 frames, utt_pad_proportion=0.06621, over 3990.90 utterances.], batch size: 20, lr: 5.57e-04
2022-11-23 11:18:11,772 INFO [train.py:818] (0/4) Epoch 10, batch 400, loss[loss=0.1332, over 7353.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008352, over 23.00 utterances.], tot_loss[loss=0.102, over 1269457.01 frames. utt_duration=1218 frames, utt_pad_proportion=0.06453, over 4173.33 utterances.], batch size: 23, lr: 5.56e-04
2022-11-23 11:18:47,990 INFO [train.py:818] (0/4) Epoch 10, batch 450, loss[loss=0.1267, over 7465.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01522, over 24.00 utterances.], tot_loss[loss=0.1017, over 1312762.57 frames. utt_duration=1226 frames, utt_pad_proportion=0.06508, over 4288.52 utterances.], batch size: 24, lr: 5.56e-04
2022-11-23 11:19:24,775 INFO [train.py:818] (0/4) Epoch 10, batch 500, loss[loss=0.0965, over 7292.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.02547, over 16.00 utterances.], tot_loss[loss=0.1001, over 1346569.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.06262, over 4339.49 utterances.], batch size: 16, lr: 5.56e-04
2022-11-23 11:20:01,232 INFO [train.py:818] (0/4) Epoch 10, batch 550, loss[loss=0.1397, over 7299.00 frames. utt_duration=1392 frames, utt_pad_proportion=0.004496, over 21.00 utterances.], tot_loss[loss=0.1, over 1373694.17 frames. utt_duration=1253 frames, utt_pad_proportion=0.05765, over 4389.63 utterances.], batch size: 21, lr: 5.56e-04
2022-11-23 11:20:36,321 INFO [train.py:818] (0/4) Epoch 10, batch 600, loss[loss=0.06676, over 7303.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009855, over 17.00 utterances.], tot_loss[loss=0.09943, over 1394748.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05121, over 4394.37 utterances.], batch size: 17, lr: 5.56e-04
2022-11-23 11:21:12,150 INFO [train.py:818] (0/4) Epoch 10, batch 650, loss[loss=0.09461, over 7423.00 frames. utt_duration=762.9 frames, utt_pad_proportion=0.1261, over 39.00 utterances.], tot_loss[loss=0.09775, over 1410793.50 frames. utt_duration=1260 frames, utt_pad_proportion=0.05647, over 4482.37 utterances.], batch size: 39, lr: 5.56e-04
2022-11-23 11:21:49,842 INFO [train.py:818] (0/4) Epoch 10, batch 700, loss[loss=0.08457, over 7445.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01086, over 17.00 utterances.], tot_loss[loss=0.09701, over 1421853.19 frames. utt_duration=1279 frames, utt_pad_proportion=0.05448, over 4451.31 utterances.], batch size: 17, lr: 5.55e-04
2022-11-23 11:22:25,594 INFO [train.py:818] (0/4) Epoch 10, batch 750, loss[loss=0.06983, over 7281.00 frames. utt_duration=1822 frames, utt_pad_proportion=0.04216, over 16.00 utterances.], tot_loss[loss=0.09652, over 1430068.43 frames. utt_duration=1281 frames, utt_pad_proportion=0.05539, over 4471.10 utterances.], batch size: 16, lr: 5.55e-04
2022-11-23 11:23:01,593 INFO [train.py:818] (0/4) Epoch 10, batch 800, loss[loss=0.1009, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005628, over 21.00 utterances.], tot_loss[loss=0.09561, over 1438262.86 frames. utt_duration=1297 frames, utt_pad_proportion=0.04862, over 4442.08 utterances.], batch size: 21, lr: 5.55e-04
2022-11-23 11:23:38,709 INFO [train.py:818] (0/4) Epoch 10, batch 850, loss[loss=0.1619, over 7449.00 frames. utt_duration=446 frames, utt_pad_proportion=0.3042, over 67.00 utterances.], tot_loss[loss=0.09637, over 1443176.60 frames. utt_duration=1278 frames, utt_pad_proportion=0.05253, over 4522.90 utterances.], batch size: 67, lr: 5.55e-04
2022-11-23 11:24:14,342 INFO [train.py:818] (0/4) Epoch 10, batch 900, loss[loss=0.09554, over 7431.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.007274, over 18.00 utterances.], tot_loss[loss=0.09643, over 1447536.79 frames. utt_duration=1302 frames, utt_pad_proportion=0.04869, over 4451.11 utterances.], batch size: 18, lr: 5.55e-04
2022-11-23 11:24:50,485 INFO [train.py:818] (0/4) Epoch 10, batch 950, loss[loss=0.1949, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005241, over 20.00 utterances.], tot_loss[loss=0.09751, over 1452590.83 frames. utt_duration=1315 frames, utt_pad_proportion=0.04281, over 4422.54 utterances.], batch size: 20, lr: 5.55e-04
2022-11-23 11:25:27,968 INFO [train.py:818] (0/4) Epoch 10, batch 1000, loss[loss=0.0804, over 7320.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007552, over 17.00 utterances.], tot_loss[loss=0.09865, over 1456126.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.05002, over 4546.67 utterances.], batch size: 17, lr: 5.54e-04
2022-11-23 11:26:03,637 INFO [train.py:818] (0/4) Epoch 10, batch 1050, loss[loss=0.06883, over 7256.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.06143, over 16.00 utterances.], tot_loss[loss=0.09939, over 1458243.61 frames. utt_duration=1290 frames, utt_pad_proportion=0.0471, over 4525.49 utterances.], batch size: 16, lr: 5.54e-04
2022-11-23 11:26:42,018 INFO [train.py:818] (0/4) Epoch 10, batch 1100, loss[loss=0.1339, over 7367.00 frames. utt_duration=757.4 frames, utt_pad_proportion=0.1183, over 39.00 utterances.], tot_loss[loss=0.09972, over 1460075.77 frames. utt_duration=1271 frames, utt_pad_proportion=0.05138, over 4599.27 utterances.], batch size: 39, lr: 5.54e-04
2022-11-23 11:27:18,566 INFO [train.py:818] (0/4) Epoch 10, batch 1150, loss[loss=0.1162, over 7205.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005791, over 19.00 utterances.], tot_loss[loss=0.1013, over 1459920.25 frames. utt_duration=1254 frames, utt_pad_proportion=0.05277, over 4660.98 utterances.], batch size: 19, lr: 5.54e-04
2022-11-23 11:27:54,752 INFO [train.py:818] (0/4) Epoch 10, batch 1200, loss[loss=0.08519, over 7465.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006779, over 21.00 utterances.], tot_loss[loss=0.1013, over 1460979.54 frames. utt_duration=1287 frames, utt_pad_proportion=0.04489, over 4545.84 utterances.], batch size: 21, lr: 5.54e-04
2022-11-23 11:28:31,378 INFO [train.py:818] (0/4) Epoch 10, batch 1250, loss[loss=0.08824, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008488, over 18.00 utterances.], tot_loss[loss=0.1022, over 1462329.07 frames. utt_duration=1297 frames, utt_pad_proportion=0.04366, over 4515.38 utterances.], batch size: 18, lr: 5.54e-04
2022-11-23 11:29:06,943 INFO [train.py:818] (0/4) Epoch 10, batch 1300, loss[loss=0.1075, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005277, over 19.00 utterances.], tot_loss[loss=0.1027, over 1463117.51 frames. utt_duration=1295 frames, utt_pad_proportion=0.04338, over 4524.27 utterances.], batch size: 19, lr: 5.53e-04
2022-11-23 11:29:42,517 INFO [train.py:818] (0/4) Epoch 10, batch 1350, loss[loss=0.09563, over 7489.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01121, over 24.00 utterances.], tot_loss[loss=0.1028, over 1463882.84 frames. utt_duration=1293 frames, utt_pad_proportion=0.04376, over 4534.01 utterances.], batch size: 24, lr: 5.53e-04
2022-11-23 11:30:19,119 INFO [train.py:818] (0/4) Epoch 10, batch 1400, loss[loss=0.07239, over 7309.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00911, over 17.00 utterances.], tot_loss[loss=0.1038, over 1463513.07 frames. utt_duration=1268 frames, utt_pad_proportion=0.04978, over 4621.60 utterances.], batch size: 17, lr: 5.53e-04
2022-11-23 11:30:56,222 INFO [train.py:818] (0/4) Epoch 10, batch 1450, loss[loss=0.1602, over 7351.00 frames. utt_duration=427.7 frames, utt_pad_proportion=0.3348, over 69.00 utterances.], tot_loss[loss=0.1039, over 1464981.12 frames. utt_duration=1262 frames, utt_pad_proportion=0.05183, over 4650.10 utterances.], batch size: 69, lr: 5.53e-04
2022-11-23 11:31:32,853 INFO [train.py:818] (0/4) Epoch 10, batch 1500, loss[loss=0.09268, over 7102.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005944, over 18.00 utterances.], tot_loss[loss=0.1031, over 1465699.59 frames. utt_duration=1272 frames, utt_pad_proportion=0.04635, over 4616.21 utterances.], batch size: 18, lr: 5.53e-04
2022-11-23 11:32:09,766 INFO [train.py:818] (0/4) Epoch 10, batch 1550, loss[loss=0.0818, over 7469.00 frames. utt_duration=1495 frames, utt_pad_proportion=0.007238, over 20.00 utterances.], tot_loss[loss=0.105, over 1465289.93 frames. utt_duration=1249 frames, utt_pad_proportion=0.0561, over 4696.76 utterances.], batch size: 20, lr: 5.53e-04
2022-11-23 11:32:46,337 INFO [train.py:818] (0/4) Epoch 10, batch 1600, loss[loss=0.07188, over 7485.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01239, over 24.00 utterances.], tot_loss[loss=0.1067, over 1464792.04 frames. utt_duration=1245 frames, utt_pad_proportion=0.05715, over 4712.91 utterances.], batch size: 24, lr: 5.52e-04
2022-11-23 11:33:22,536 INFO [train.py:818] (0/4) Epoch 10, batch 1650, loss[loss=0.08649, over 7155.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01019, over 17.00 utterances.], tot_loss[loss=0.1061, over 1464207.40 frames. utt_duration=1268 frames, utt_pad_proportion=0.0502, over 4625.98 utterances.], batch size: 17, lr: 5.52e-04
2022-11-23 11:33:59,758 INFO [train.py:818] (0/4) Epoch 10, batch 1700, loss[loss=0.08733, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005683, over 21.00 utterances.], tot_loss[loss=0.1067, over 1464433.19 frames. utt_duration=1244 frames, utt_pad_proportion=0.05635, over 4716.11 utterances.], batch size: 21, lr: 5.52e-04
2022-11-23 11:34:36,188 INFO [train.py:818] (0/4) Epoch 10, batch 1750, loss[loss=0.09635, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006625, over 21.00 utterances.], tot_loss[loss=0.1063, over 1463931.29 frames. utt_duration=1218 frames, utt_pad_proportion=0.06436, over 4815.14 utterances.], batch size: 21, lr: 5.52e-04
2022-11-23 11:35:13,154 INFO [train.py:818] (0/4) Epoch 10, batch 1800, loss[loss=0.1152, over 7244.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.04225, over 27.00 utterances.], tot_loss[loss=0.1067, over 1464863.21 frames. utt_duration=1234 frames, utt_pad_proportion=0.05673, over 4754.00 utterances.], batch size: 27, lr: 5.52e-04
2022-11-23 11:35:49,864 INFO [train.py:818] (0/4) Epoch 10, batch 1850, loss[loss=0.079, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005926, over 20.00 utterances.], tot_loss[loss=0.106, over 1465544.46 frames. utt_duration=1259 frames, utt_pad_proportion=0.05229, over 4661.20 utterances.], batch size: 20, lr: 5.52e-04
2022-11-23 11:36:25,551 INFO [train.py:818] (0/4) Epoch 10, batch 1900, loss[loss=0.08768, over 7201.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.006204, over 19.00 utterances.], tot_loss[loss=0.1055, over 1465592.91 frames. utt_duration=1269 frames, utt_pad_proportion=0.04726, over 4624.35 utterances.], batch size: 19, lr: 5.51e-04
2022-11-23 11:37:02,743 INFO [train.py:818] (0/4) Epoch 10, batch 1950, loss[loss=0.1032, over 7191.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006795, over 19.00 utterances.], tot_loss[loss=0.105, over 1466530.18 frames. utt_duration=1277 frames, utt_pad_proportion=0.04445, over 4599.18 utterances.], batch size: 19, lr: 5.51e-04
2022-11-23 11:37:40,525 INFO [train.py:818] (0/4) Epoch 10, batch 2000, loss[loss=0.167, over 7456.00 frames. utt_duration=453.2 frames, utt_pad_proportion=0.2875, over 66.00 utterances.], tot_loss[loss=0.1032, over 1466220.49 frames. utt_duration=1269 frames, utt_pad_proportion=0.05067, over 4626.96 utterances.], batch size: 66, lr: 5.51e-04
2022-11-23 11:38:16,781 INFO [train.py:818] (0/4) Epoch 10, batch 2050, loss[loss=0.1059, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004985, over 21.00 utterances.], tot_loss[loss=0.1034, over 1466411.15 frames. utt_duration=1265 frames, utt_pad_proportion=0.05294, over 4641.21 utterances.], batch size: 21, lr: 5.51e-04
2022-11-23 11:38:53,807 INFO [train.py:818] (0/4) Epoch 10, batch 2100, loss[loss=0.1271, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007257, over 18.00 utterances.], tot_loss[loss=0.1025, over 1466636.65 frames. utt_duration=1273 frames, utt_pad_proportion=0.05052, over 4613.47 utterances.], batch size: 18, lr: 5.51e-04
2022-11-23 11:39:29,304 INFO [train.py:818] (0/4) Epoch 10, batch 2150, loss[loss=0.09842, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006161, over 20.00 utterances.], tot_loss[loss=0.1005, over 1465723.13 frames. utt_duration=1257 frames, utt_pad_proportion=0.05722, over 4668.58 utterances.], batch size: 20, lr: 5.51e-04
2022-11-23 11:40:05,188 INFO [train.py:818] (0/4) Epoch 10, batch 2200, loss[loss=0.08005, over 7224.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02223, over 25.00 utterances.], tot_loss[loss=0.1006, over 1465631.04 frames. utt_duration=1260 frames, utt_pad_proportion=0.05635, over 4659.10 utterances.], batch size: 25, lr: 5.50e-04
2022-11-23 11:40:41,679 INFO [train.py:818] (0/4) Epoch 10, batch 2250, loss[loss=0.08041, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.0071, over 19.00 utterances.], tot_loss[loss=0.1011, over 1465557.44 frames. utt_duration=1280 frames, utt_pad_proportion=0.05038, over 4584.23 utterances.], batch size: 19, lr: 5.50e-04
2022-11-23 11:41:18,344 INFO [train.py:818] (0/4) Epoch 10, batch 2300, loss[loss=0.08405, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007035, over 18.00 utterances.], tot_loss[loss=0.1011, over 1466027.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.0538, over 4655.26 utterances.], batch size: 18, lr: 5.50e-04
2022-11-23 11:41:53,960 INFO [train.py:818] (0/4) Epoch 10, batch 2350, loss[loss=0.1108, over 7470.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005915, over 21.00 utterances.], tot_loss[loss=0.1004, over 1466571.69 frames. utt_duration=1287 frames, utt_pad_proportion=0.04563, over 4562.68 utterances.], batch size: 21, lr: 5.50e-04
2022-11-23 11:42:30,695 INFO [train.py:818] (0/4) Epoch 10, batch 2400, loss[loss=0.07732, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007508, over 18.00 utterances.], tot_loss[loss=0.09949, over 1465597.93 frames. utt_duration=1313 frames, utt_pad_proportion=0.04012, over 4470.73 utterances.], batch size: 18, lr: 5.50e-04
2022-11-23 11:43:06,988 INFO [train.py:818] (0/4) Epoch 10, batch 2450, loss[loss=0.08205, over 7443.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008089, over 18.00 utterances.], tot_loss[loss=0.09912, over 1465342.54 frames. utt_duration=1294 frames, utt_pad_proportion=0.04689, over 4534.32 utterances.], batch size: 18, lr: 5.50e-04
2022-11-23 11:43:43,378 INFO [train.py:818] (0/4) Epoch 10, batch 2500, loss[loss=0.09585, over 7275.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.05693, over 16.00 utterances.], tot_loss[loss=0.09866, over 1467110.21 frames. utt_duration=1299 frames, utt_pad_proportion=0.04584, over 4521.84 utterances.], batch size: 16, lr: 5.49e-04
2022-11-23 11:44:19,694 INFO [train.py:818] (0/4) Epoch 10, batch 2550, loss[loss=0.0956, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006048, over 20.00 utterances.], tot_loss[loss=0.09816, over 1465685.64 frames. utt_duration=1311 frames, utt_pad_proportion=0.04019, over 4478.27 utterances.], batch size: 20, lr: 5.49e-04
2022-11-23 11:44:56,286 INFO [train.py:818] (0/4) Epoch 10, batch 2600, loss[loss=0.0913, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006026, over 19.00 utterances.], tot_loss[loss=0.1, over 1465627.29 frames. utt_duration=1297 frames, utt_pad_proportion=0.04422, over 4526.02 utterances.], batch size: 19, lr: 5.49e-04
2022-11-23 11:45:32,311 INFO [train.py:818] (0/4) Epoch 10, batch 2650, loss[loss=0.1187, over 7409.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008623, over 22.00 utterances.], tot_loss[loss=0.09999, over 1466409.83 frames. utt_duration=1283 frames, utt_pad_proportion=0.0485, over 4575.95 utterances.], batch size: 22, lr: 5.49e-04
2022-11-23 11:46:09,311 INFO [train.py:818] (0/4) Epoch 10, batch 2700, loss[loss=0.0864, over 7187.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.00673, over 22.00 utterances.], tot_loss[loss=0.1001, over 1466323.92 frames. utt_duration=1307 frames, utt_pad_proportion=0.04197, over 4493.95 utterances.], batch size: 22, lr: 5.49e-04
2022-11-23 11:46:44,962 INFO [train.py:818] (0/4) Epoch 10, batch 2750, loss[loss=0.1169, over 7296.00 frames. utt_duration=942.8 frames, utt_pad_proportion=0.08728, over 31.00 utterances.], tot_loss[loss=0.1001, over 1465573.21 frames. utt_duration=1290 frames, utt_pad_proportion=0.04822, over 4551.12 utterances.], batch size: 31, lr: 5.49e-04
2022-11-23 11:47:22,297 INFO [train.py:818] (0/4) Epoch 10, batch 2800, loss[loss=0.1487, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009894, over 17.00 utterances.], tot_loss[loss=0.1011, over 1465307.66 frames. utt_duration=1292 frames, utt_pad_proportion=0.04871, over 4541.61 utterances.], batch size: 17, lr: 5.48e-04
2022-11-23 11:48:00,931 INFO [train.py:818] (0/4) Epoch 10, batch 2850, loss[loss=0.1042, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005734, over 18.00 utterances.], tot_loss[loss=0.101, over 1464818.54 frames. utt_duration=1251 frames, utt_pad_proportion=0.06123, over 4689.71 utterances.], batch size: 18, lr: 5.48e-04
2022-11-23 11:48:36,673 INFO [train.py:818] (0/4) Epoch 10, batch 2900, loss[loss=0.06716, over 7326.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006572, over 18.00 utterances.], tot_loss[loss=0.1009, over 1465451.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.05862, over 4699.13 utterances.], batch size: 18, lr: 5.48e-04
2022-11-23 11:49:13,944 INFO [train.py:818] (0/4) Epoch 10, batch 2950, loss[loss=0.08428, over 7416.00 frames. utt_duration=958.7 frames, utt_pad_proportion=0.06562, over 31.00 utterances.], tot_loss[loss=0.09942, over 1465389.72 frames. utt_duration=1241 frames, utt_pad_proportion=0.06, over 4729.42 utterances.], batch size: 31, lr: 5.48e-04
2022-11-23 11:49:50,503 INFO [train.py:818] (0/4) Epoch 10, batch 3000, loss[loss=0.09916, over 7277.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007494, over 21.00 utterances.], tot_loss[loss=0.1015, over 1465153.16 frames. utt_duration=1225 frames, utt_pad_proportion=0.06757, over 4789.48 utterances.], batch size: 21, lr: 5.48e-04
2022-11-23 11:49:50,505 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 11:50:11,508 INFO [train.py:847] (0/4) Epoch 10, validation: loss=0.05869, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 11:50:48,321 INFO [train.py:818] (0/4) Epoch 10, batch 3050, loss[loss=0.1245, over 7299.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03489, over 27.00 utterances.], tot_loss[loss=0.1008, over 1465665.55 frames. utt_duration=1251 frames, utt_pad_proportion=0.05802, over 4691.96 utterances.], batch size: 27, lr: 5.48e-04
2022-11-23 11:51:25,050 INFO [train.py:818] (0/4) Epoch 10, batch 3100, loss[loss=0.07687, over 7102.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005874, over 18.00 utterances.], tot_loss[loss=0.09994, over 1465332.83 frames. utt_duration=1267 frames, utt_pad_proportion=0.0532, over 4630.28 utterances.], batch size: 18, lr: 5.47e-04
2022-11-23 11:52:00,903 INFO [train.py:818] (0/4) Epoch 10, batch 3150, loss[loss=0.1037, over 7214.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.01992, over 25.00 utterances.], tot_loss[loss=0.1008, over 1465481.19 frames. utt_duration=1265 frames, utt_pad_proportion=0.05331, over 4638.47 utterances.], batch size: 25, lr: 5.47e-04
2022-11-23 11:52:37,868 INFO [train.py:818] (0/4) Epoch 10, batch 3200, loss[loss=0.1314, over 7208.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01568, over 24.00 utterances.], tot_loss[loss=0.1006, over 1465725.60 frames. utt_duration=1260 frames, utt_pad_proportion=0.05547, over 4659.50 utterances.], batch size: 24, lr: 5.47e-04
2022-11-23 11:53:14,401 INFO [train.py:818] (0/4) Epoch 10, batch 3250, loss[loss=0.08127, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.00508, over 20.00 utterances.], tot_loss[loss=0.09956, over 1466719.21 frames. utt_duration=1249 frames, utt_pad_proportion=0.06212, over 4701.16 utterances.], batch size: 20, lr: 5.47e-04
2022-11-23 11:53:51,855 INFO [train.py:818] (0/4) Epoch 10, batch 3300, loss[loss=0.1164, over 7292.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005416, over 21.00 utterances.], tot_loss[loss=0.09816, over 1466682.24 frames. utt_duration=1266 frames, utt_pad_proportion=0.05402, over 4640.29 utterances.], batch size: 21, lr: 5.47e-04
2022-11-23 11:54:29,562 INFO [train.py:818] (0/4) Epoch 10, batch 3350, loss[loss=0.09655, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008327, over 18.00 utterances.], tot_loss[loss=0.09852, over 1467057.72 frames. utt_duration=1297 frames, utt_pad_proportion=0.04678, over 4529.36 utterances.], batch size: 18, lr: 5.47e-04
2022-11-23 11:55:06,049 INFO [train.py:818] (0/4) Epoch 10, batch 3400, loss[loss=0.07755, over 7464.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008626, over 17.00 utterances.], tot_loss[loss=0.09847, over 1466216.98 frames. utt_duration=1311 frames, utt_pad_proportion=0.0399, over 4477.86 utterances.], batch size: 17, lr: 5.46e-04
2022-11-23 11:55:42,811 INFO [train.py:818] (0/4) Epoch 10, batch 3450, loss[loss=0.09318, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008539, over 17.00 utterances.], tot_loss[loss=0.1002, over 1466073.65 frames. utt_duration=1291 frames, utt_pad_proportion=0.04701, over 4546.74 utterances.], batch size: 17, lr: 5.46e-04
2022-11-23 11:56:20,291 INFO [train.py:818] (0/4) Epoch 10, batch 3500, loss[loss=0.08819, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00637, over 21.00 utterances.], tot_loss[loss=0.09935, over 1465553.72 frames. utt_duration=1278 frames, utt_pad_proportion=0.05388, over 4591.34 utterances.], batch size: 21, lr: 5.46e-04
2022-11-23 11:56:56,486 INFO [train.py:818] (0/4) Epoch 10, batch 3550, loss[loss=0.09707, over 7192.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.005629, over 19.00 utterances.], tot_loss[loss=0.1001, over 1465655.68 frames. utt_duration=1260 frames, utt_pad_proportion=0.05812, over 4658.04 utterances.], batch size: 19, lr: 5.46e-04
2022-11-23 11:57:33,578 INFO [train.py:818] (0/4) Epoch 10, batch 3600, loss[loss=0.1173, over 7172.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007979, over 22.00 utterances.], tot_loss[loss=0.0993, over 1464951.48 frames. utt_duration=1268 frames, utt_pad_proportion=0.05151, over 4626.47 utterances.], batch size: 22, lr: 5.46e-04
2022-11-23 11:58:09,659 INFO [train.py:818] (0/4) Epoch 10, batch 3650, loss[loss=0.09077, over 7188.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006078, over 21.00 utterances.], tot_loss[loss=0.1001, over 1464525.57 frames. utt_duration=1264 frames, utt_pad_proportion=0.0553, over 4641.10 utterances.], batch size: 21, lr: 5.46e-04
2022-11-23 11:58:45,139 INFO [train.py:818] (0/4) Epoch 10, batch 3700, loss[loss=0.08928, over 7414.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.00689, over 22.00 utterances.], tot_loss[loss=0.0999, over 1464822.57 frames. utt_duration=1263 frames, utt_pad_proportion=0.05598, over 4644.77 utterances.], batch size: 22, lr: 5.45e-04
2022-11-23 11:59:22,378 INFO [train.py:818] (0/4) Epoch 10, batch 3750, loss[loss=0.1018, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007121, over 19.00 utterances.], tot_loss[loss=0.1014, over 1465227.51 frames. utt_duration=1266 frames, utt_pad_proportion=0.05556, over 4636.16 utterances.], batch size: 19, lr: 5.45e-04
2022-11-23 11:59:58,677 INFO [train.py:818] (0/4) Epoch 10, batch 3800, loss[loss=0.08271, over 7200.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006617, over 18.00 utterances.], tot_loss[loss=0.1003, over 1463752.98 frames. utt_duration=1276 frames, utt_pad_proportion=0.05242, over 4592.77 utterances.], batch size: 18, lr: 5.45e-04
2022-11-23 12:00:33,986 INFO [train.py:818] (0/4) Epoch 10, batch 3850, loss[loss=0.1676, over 7152.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.00989, over 17.00 utterances.], tot_loss[loss=0.09889, over 1464745.46 frames. utt_duration=1307 frames, utt_pad_proportion=0.04535, over 4486.89 utterances.], batch size: 17, lr: 5.45e-04
2022-11-23 12:01:11,787 INFO [train.py:818] (0/4) Epoch 10, batch 3900, loss[loss=0.1842, over 7211.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004552, over 20.00 utterances.], tot_loss[loss=0.1003, over 1464906.93 frames. utt_duration=1304 frames, utt_pad_proportion=0.04491, over 4497.13 utterances.], batch size: 20, lr: 5.45e-04
2022-11-23 12:01:47,104 INFO [train.py:818] (0/4) Epoch 10, batch 3950, loss[loss=0.131, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004969, over 20.00 utterances.], tot_loss[loss=0.1003, over 1463936.93 frames. utt_duration=1316 frames, utt_pad_proportion=0.03834, over 4456.04 utterances.], batch size: 20, lr: 5.45e-04
2022-11-23 12:02:24,291 INFO [train.py:818] (0/4) Epoch 10, batch 4000, loss[loss=0.1161, over 7431.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009686, over 18.00 utterances.], tot_loss[loss=0.1006, over 1464981.13 frames. utt_duration=1278 frames, utt_pad_proportion=0.04794, over 4592.30 utterances.], batch size: 18, lr: 5.44e-04
2022-11-23 12:03:00,687 INFO [train.py:818] (0/4) Epoch 10, batch 4050, loss[loss=0.07565, over 7141.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.009492, over 17.00 utterances.], tot_loss[loss=0.1005, over 1464709.77 frames. utt_duration=1277 frames, utt_pad_proportion=0.04865, over 4595.00 utterances.], batch size: 17, lr: 5.44e-04
2022-11-23 12:03:37,168 INFO [train.py:818] (0/4) Epoch 10, batch 4100, loss[loss=0.1659, over 7251.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01298, over 24.00 utterances.], tot_loss[loss=0.1006, over 1464470.71 frames. utt_duration=1291 frames, utt_pad_proportion=0.0427, over 4542.06 utterances.], batch size: 24, lr: 5.44e-04
2022-11-23 12:04:12,982 INFO [train.py:818] (0/4) Epoch 10, batch 4150, loss[loss=0.1067, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005885, over 21.00 utterances.], tot_loss[loss=0.1027, over 1463647.65 frames. utt_duration=1303 frames, utt_pad_proportion=0.0383, over 4497.04 utterances.], batch size: 21, lr: 5.44e-04
2022-11-23 12:04:49,555 INFO [train.py:818] (0/4) Epoch 10, batch 4200, loss[loss=0.09687, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005177, over 20.00 utterances.], tot_loss[loss=0.1047, over 1463576.03 frames. utt_duration=1315 frames, utt_pad_proportion=0.03773, over 4456.81 utterances.], batch size: 20, lr: 5.44e-04
2022-11-23 12:05:24,942 INFO [train.py:818] (0/4) Epoch 10, batch 4250, loss[loss=0.185, over 7397.00 frames. utt_duration=417.9 frames, utt_pad_proportion=0.349, over 71.00 utterances.], tot_loss[loss=0.107, over 1464234.89 frames. utt_duration=1322 frames, utt_pad_proportion=0.03877, over 4436.68 utterances.], batch size: 71, lr: 5.44e-04
2022-11-23 12:06:01,311 INFO [train.py:818] (0/4) Epoch 10, batch 4300, loss[loss=0.157, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005859, over 21.00 utterances.], tot_loss[loss=0.1106, over 1464011.38 frames. utt_duration=1310 frames, utt_pad_proportion=0.03986, over 4476.08 utterances.], batch size: 21, lr: 5.44e-04
2022-11-23 12:06:37,334 INFO [train.py:818] (0/4) Epoch 10, batch 4350, loss[loss=0.1369, over 7245.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0198, over 25.00 utterances.], tot_loss[loss=0.1122, over 1463424.39 frames. utt_duration=1309 frames, utt_pad_proportion=0.04141, over 4478.63 utterances.], batch size: 25, lr: 5.43e-04
2022-11-23 12:07:13,523 INFO [train.py:818] (0/4) Epoch 10, batch 4400, loss[loss=0.1063, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005856, over 21.00 utterances.], tot_loss[loss=0.1134, over 1464582.72 frames. utt_duration=1311 frames, utt_pad_proportion=0.04142, over 4473.20 utterances.], batch size: 21, lr: 5.43e-04
2022-11-23 12:07:49,418 INFO [train.py:818] (0/4) Epoch 10, batch 4450, loss[loss=0.09971, over 7380.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.007624, over 19.00 utterances.], tot_loss[loss=0.1142, over 1464171.17 frames. utt_duration=1312 frames, utt_pad_proportion=0.0411, over 4469.68 utterances.], batch size: 19, lr: 5.43e-04
2022-11-23 12:08:25,851 INFO [train.py:818] (0/4) Epoch 10, batch 4500, loss[loss=0.1327, over 7463.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.00734, over 17.00 utterances.], tot_loss[loss=0.1167, over 1465004.68 frames. utt_duration=1291 frames, utt_pad_proportion=0.04759, over 4542.66 utterances.], batch size: 17, lr: 5.43e-04
2022-11-23 12:09:02,441 INFO [train.py:818] (0/4) Epoch 10, batch 4550, loss[loss=0.1946, over 7487.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.0617, over 31.00 utterances.], tot_loss[loss=0.1207, over 1464918.12 frames. utt_duration=1267 frames, utt_pad_proportion=0.05343, over 4629.52 utterances.], batch size: 31, lr: 5.43e-04
2022-11-23 12:09:38,674 INFO [train.py:818] (0/4) Epoch 10, batch 4600, loss[loss=0.09025, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004862, over 20.00 utterances.], tot_loss[loss=0.1211, over 1464486.98 frames. utt_duration=1276 frames, utt_pad_proportion=0.05074, over 4597.53 utterances.], batch size: 20, lr: 5.43e-04
2022-11-23 12:10:16,105 INFO [train.py:818] (0/4) Epoch 10, batch 4650, loss[loss=0.08547, over 7291.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006569, over 20.00 utterances.], tot_loss[loss=0.1214, over 1463859.25 frames. utt_duration=1308 frames, utt_pad_proportion=0.04243, over 4481.89 utterances.], batch size: 20, lr: 5.42e-04
2022-11-23 12:10:52,512 INFO [train.py:818] (0/4) Epoch 10, batch 4700, loss[loss=0.1201, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005844, over 21.00 utterances.], tot_loss[loss=0.1232, over 1462950.22 frames. utt_duration=1312 frames, utt_pad_proportion=0.0412, over 4466.86 utterances.], batch size: 21, lr: 5.42e-04
2022-11-23 12:11:29,873 INFO [train.py:818] (0/4) Epoch 10, batch 4750, loss[loss=0.1446, over 7482.00 frames. utt_duration=967 frames, utt_pad_proportion=0.06025, over 31.00 utterances.], tot_loss[loss=0.124, over 1463814.33 frames. utt_duration=1301 frames, utt_pad_proportion=0.04319, over 4504.64 utterances.], batch size: 31, lr: 5.42e-04
2022-11-23 12:12:07,358 INFO [train.py:818] (0/4) Epoch 10, batch 4800, loss[loss=0.1316, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004072, over 20.00 utterances.], tot_loss[loss=0.1243, over 1464446.93 frames. utt_duration=1291 frames, utt_pad_proportion=0.04487, over 4544.23 utterances.], batch size: 20, lr: 5.42e-04
2022-11-23 12:12:43,263 INFO [train.py:818] (0/4) Epoch 10, batch 4850, loss[loss=0.09212, over 7307.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008808, over 18.00 utterances.], tot_loss[loss=0.1237, over 1465218.32 frames. utt_duration=1250 frames, utt_pad_proportion=0.05915, over 4693.16 utterances.], batch size: 18, lr: 5.42e-04
2022-11-23 12:13:20,530 INFO [train.py:818] (0/4) Epoch 10, batch 4900, loss[loss=0.1179, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.004635, over 20.00 utterances.], tot_loss[loss=0.1247, over 1465612.27 frames. utt_duration=1265 frames, utt_pad_proportion=0.0545, over 4640.09 utterances.], batch size: 20, lr: 5.42e-04
2022-11-23 12:13:57,276 INFO [train.py:818] (0/4) Epoch 10, batch 4950, loss[loss=0.08746, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00761, over 22.00 utterances.], tot_loss[loss=0.1246, over 1465614.94 frames. utt_duration=1282 frames, utt_pad_proportion=0.04993, over 4577.19 utterances.], batch size: 22, lr: 5.41e-04
2022-11-23 12:14:33,509 INFO [train.py:818] (0/4) Epoch 10, batch 5000, loss[loss=0.1301, over 7325.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007177, over 18.00 utterances.], tot_loss[loss=0.125, over 1465481.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.05259, over 4610.90 utterances.], batch size: 18, lr: 5.41e-04
2022-11-23 12:15:11,624 INFO [train.py:818] (0/4) Epoch 10, batch 5050, loss[loss=0.1352, over 7484.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005309, over 20.00 utterances.], tot_loss[loss=0.1271, over 1465579.03 frames. utt_duration=1239 frames, utt_pad_proportion=0.06484, over 4738.02 utterances.], batch size: 20, lr: 5.41e-04
2022-11-23 12:15:48,894 INFO [train.py:818] (0/4) Epoch 10, batch 5100, loss[loss=0.1043, over 7293.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005348, over 21.00 utterances.], tot_loss[loss=0.1269, over 1465268.31 frames. utt_duration=1228 frames, utt_pad_proportion=0.06714, over 4777.34 utterances.], batch size: 21, lr: 5.41e-04
2022-11-23 12:16:26,361 INFO [train.py:818] (0/4) Epoch 10, batch 5150, loss[loss=0.1252, over 7396.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.004872, over 20.00 utterances.], tot_loss[loss=0.1268, over 1464962.71 frames. utt_duration=1222 frames, utt_pad_proportion=0.0691, over 4801.75 utterances.], batch size: 20, lr: 5.41e-04
2022-11-23 12:17:04,182 INFO [train.py:818] (0/4) Epoch 10, batch 5200, loss[loss=0.09169, over 7287.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.006063, over 21.00 utterances.], tot_loss[loss=0.1265, over 1464631.68 frames. utt_duration=1230 frames, utt_pad_proportion=0.06378, over 4767.89 utterances.], batch size: 21, lr: 5.41e-04
2022-11-23 12:17:40,792 INFO [train.py:818] (0/4) Epoch 10, batch 5250, loss[loss=0.09267, over 7303.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.007131, over 18.00 utterances.], tot_loss[loss=0.125, over 1463927.50 frames. utt_duration=1237 frames, utt_pad_proportion=0.06233, over 4741.25 utterances.], batch size: 18, lr: 5.41e-04
2022-11-23 12:18:18,382 INFO [train.py:818] (0/4) Epoch 10, batch 5300, loss[loss=0.1114, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00487, over 19.00 utterances.], tot_loss[loss=0.1235, over 1463550.31 frames. utt_duration=1269 frames, utt_pad_proportion=0.05392, over 4619.21 utterances.], batch size: 19, lr: 5.40e-04
2022-11-23 12:18:53,921 INFO [train.py:818] (0/4) Epoch 10, batch 5350, loss[loss=0.1631, over 7233.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0156, over 24.00 utterances.], tot_loss[loss=0.1235, over 1463129.60 frames. utt_duration=1260 frames, utt_pad_proportion=0.05473, over 4651.33 utterances.], batch size: 24, lr: 5.40e-04
2022-11-23 12:19:30,303 INFO [train.py:818] (0/4) Epoch 10, batch 5400, loss[loss=0.1253, over 7420.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005987, over 22.00 utterances.], tot_loss[loss=0.1234, over 1464906.87 frames. utt_duration=1290 frames, utt_pad_proportion=0.04598, over 4546.54 utterances.], batch size: 22, lr: 5.40e-04
2022-11-23 12:20:07,058 INFO [train.py:818] (0/4) Epoch 10, batch 5450, loss[loss=0.1269, over 7480.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02677, over 26.00 utterances.], tot_loss[loss=0.1228, over 1464436.52 frames. utt_duration=1290 frames, utt_pad_proportion=0.04761, over 4546.56 utterances.], batch size: 26, lr: 5.40e-04
2022-11-23 12:20:43,646 INFO [train.py:818] (0/4) Epoch 10, batch 5500, loss[loss=0.1276, over 7372.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.005425, over 20.00 utterances.], tot_loss[loss=0.1222, over 1464819.17 frames. utt_duration=1302 frames, utt_pad_proportion=0.04466, over 4506.31 utterances.], batch size: 20, lr: 5.40e-04
2022-11-23 12:21:18,897 INFO [train.py:818] (0/4) Epoch 10, batch 5550, loss[loss=0.109, over 7393.00 frames. utt_duration=780 frames, utt_pad_proportion=0.1136, over 38.00 utterances.], tot_loss[loss=0.1218, over 1465285.42 frames. utt_duration=1291 frames, utt_pad_proportion=0.04773, over 4545.42 utterances.], batch size: 38, lr: 5.40e-04
2022-11-23 12:21:56,663 INFO [train.py:818] (0/4) Epoch 10, batch 5600, loss[loss=0.1754, over 7387.00 frames. utt_duration=395.3 frames, utt_pad_proportion=0.3833, over 75.00 utterances.], tot_loss[loss=0.1227, over 1465096.59 frames. utt_duration=1293 frames, utt_pad_proportion=0.04738, over 4539.21 utterances.], batch size: 75, lr: 5.39e-04
2022-11-23 12:22:33,173 INFO [train.py:818] (0/4) Epoch 10, batch 5650, loss[loss=0.1241, over 7416.00 frames. utt_duration=958.6 frames, utt_pad_proportion=0.07018, over 31.00 utterances.], tot_loss[loss=0.1237, over 1466179.73 frames. utt_duration=1271 frames, utt_pad_proportion=0.05309, over 4618.80 utterances.], batch size: 31, lr: 5.39e-04
2022-11-23 12:23:11,360 INFO [train.py:818] (0/4) Epoch 10, batch 5700, loss[loss=0.2053, over 7374.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.3625, over 73.00 utterances.], tot_loss[loss=0.1245, over 1466465.50 frames. utt_duration=1235 frames, utt_pad_proportion=0.06709, over 4754.98 utterances.], batch size: 73, lr: 5.39e-04
2022-11-23 12:23:49,663 INFO [train.py:818] (0/4) Epoch 10, batch 5750, loss[loss=0.09111, over 7463.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.006318, over 17.00 utterances.], tot_loss[loss=0.1231, over 1467488.70 frames. utt_duration=1248 frames, utt_pad_proportion=0.06267, over 4709.57 utterances.], batch size: 17, lr: 5.39e-04
2022-11-23 12:24:26,534 INFO [train.py:818] (0/4) Epoch 10, batch 5800, loss[loss=0.08966, over 7102.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.004516, over 18.00 utterances.], tot_loss[loss=0.1244, over 1466371.69 frames. utt_duration=1239 frames, utt_pad_proportion=0.06592, over 4738.80 utterances.], batch size: 18, lr: 5.39e-04
2022-11-23 12:25:03,159 INFO [train.py:818] (0/4) Epoch 10, batch 5850, loss[loss=0.1314, over 7480.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01011, over 23.00 utterances.], tot_loss[loss=0.1237, over 1464785.35 frames. utt_duration=1269 frames, utt_pad_proportion=0.0563, over 4621.34 utterances.], batch size: 23, lr: 5.39e-04
2022-11-23 12:25:40,183 INFO [train.py:818] (0/4) Epoch 10, batch 5900, loss[loss=0.1632, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005981, over 20.00 utterances.], tot_loss[loss=0.1225, over 1464250.13 frames. utt_duration=1261 frames, utt_pad_proportion=0.05741, over 4649.67 utterances.], batch size: 20, lr: 5.38e-04
2022-11-23 12:26:15,590 INFO [train.py:818] (0/4) Epoch 10, batch 5950, loss[loss=0.1305, over 7454.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01276, over 24.00 utterances.], tot_loss[loss=0.1234, over 1463841.08 frames. utt_duration=1279 frames, utt_pad_proportion=0.05076, over 4584.42 utterances.], batch size: 24, lr: 5.38e-04
2022-11-23 12:26:52,649 INFO [train.py:818] (0/4) Epoch 10, batch 6000, loss[loss=0.111, over 7376.00 frames. utt_duration=1554 frames, utt_pad_proportion=0.008996, over 19.00 utterances.], tot_loss[loss=0.1243, over 1463815.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.04991, over 4577.88 utterances.], batch size: 19, lr: 5.38e-04
2022-11-23 12:26:52,650 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 12:27:12,438 INFO [train.py:847] (0/4) Epoch 10, validation: loss=0.05392, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 12:27:48,373 INFO [train.py:818] (0/4) Epoch 10, batch 6050, loss[loss=0.09053, over 7176.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.00876, over 22.00 utterances.], tot_loss[loss=0.1243, over 1464095.59 frames. utt_duration=1269 frames, utt_pad_proportion=0.0535, over 4618.75 utterances.], batch size: 22, lr: 5.38e-04
2022-11-23 12:28:26,444 INFO [train.py:818] (0/4) Epoch 10, batch 6100, loss[loss=0.1023, over 7471.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0126, over 24.00 utterances.], tot_loss[loss=0.1248, over 1465859.66 frames. utt_duration=1229 frames, utt_pad_proportion=0.0636, over 4777.57 utterances.], batch size: 24, lr: 5.38e-04
2022-11-23 12:29:03,546 INFO [train.py:818] (0/4) Epoch 10, batch 6150, loss[loss=0.08191, over 7333.00 frames. utt_duration=1835 frames, utt_pad_proportion=0.05859, over 16.00 utterances.], tot_loss[loss=0.1242, over 1464719.96 frames. utt_duration=1239 frames, utt_pad_proportion=0.0628, over 4732.77 utterances.], batch size: 16, lr: 5.38e-04
2022-11-23 12:29:39,350 INFO [train.py:818] (0/4) Epoch 10, batch 6200, loss[loss=0.1335, over 7389.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004843, over 21.00 utterances.], tot_loss[loss=0.1246, over 1464910.67 frames. utt_duration=1235 frames, utt_pad_proportion=0.0634, over 4751.63 utterances.], batch size: 21, lr: 5.38e-04
2022-11-23 12:30:16,240 INFO [train.py:818] (0/4) Epoch 10, batch 6250, loss[loss=0.1623, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007061, over 22.00 utterances.], tot_loss[loss=0.1241, over 1464329.22 frames. utt_duration=1226 frames, utt_pad_proportion=0.06437, over 4782.95 utterances.], batch size: 22, lr: 5.37e-04
2022-11-23 12:30:52,680 INFO [train.py:818] (0/4) Epoch 10, batch 6300, loss[loss=0.08902, over 7428.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005017, over 22.00 utterances.], tot_loss[loss=0.1244, over 1464217.25 frames. utt_duration=1234 frames, utt_pad_proportion=0.05946, over 4750.18 utterances.], batch size: 22, lr: 5.37e-04
2022-11-23 12:31:29,171 INFO [train.py:818] (0/4) Epoch 10, batch 6350, loss[loss=0.09125, over 7444.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007061, over 18.00 utterances.], tot_loss[loss=0.1247, over 1464932.77 frames. utt_duration=1234 frames, utt_pad_proportion=0.06212, over 4754.53 utterances.], batch size: 18, lr: 5.37e-04
2022-11-23 12:32:08,017 INFO [train.py:818] (0/4) Epoch 10, batch 6400, loss[loss=0.05876, over 7455.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006557, over 18.00 utterances.], tot_loss[loss=0.1242, over 1466236.66 frames. utt_duration=1238 frames, utt_pad_proportion=0.05844, over 4743.37 utterances.], batch size: 18, lr: 5.37e-04
2022-11-23 12:32:45,158 INFO [train.py:818] (0/4) Epoch 10, batch 6450, loss[loss=0.09386, over 7489.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005043, over 20.00 utterances.], tot_loss[loss=0.1234, over 1466476.25 frames. utt_duration=1260 frames, utt_pad_proportion=0.05059, over 4659.35 utterances.], batch size: 20, lr: 5.37e-04
2022-11-23 12:33:23,281 INFO [train.py:818] (0/4) Epoch 10, batch 6500, loss[loss=0.193, over 7460.00 frames. utt_duration=410.1 frames, utt_pad_proportion=0.347, over 73.00 utterances.], tot_loss[loss=0.1238, over 1466445.69 frames. utt_duration=1216 frames, utt_pad_proportion=0.06594, over 4828.63 utterances.], batch size: 73, lr: 5.37e-04
2022-11-23 12:34:00,405 INFO [train.py:818] (0/4) Epoch 10, batch 6550, loss[loss=0.1415, over 7482.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01158, over 24.00 utterances.], tot_loss[loss=0.1227, over 1466286.69 frames. utt_duration=1222 frames, utt_pad_proportion=0.06398, over 4804.76 utterances.], batch size: 24, lr: 5.36e-04
2022-11-23 12:34:37,350 INFO [train.py:818] (0/4) Epoch 10, batch 6600, loss[loss=0.1225, over 7320.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007182, over 18.00 utterances.], tot_loss[loss=0.1224, over 1465222.17 frames. utt_duration=1204 frames, utt_pad_proportion=0.07137, over 4872.37 utterances.], batch size: 18, lr: 5.36e-04
2022-11-23 12:35:15,073 INFO [train.py:818] (0/4) Epoch 10, batch 6650, loss[loss=0.1145, over 7170.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008463, over 17.00 utterances.], tot_loss[loss=0.1212, over 1464714.10 frames. utt_duration=1203 frames, utt_pad_proportion=0.07034, over 4875.10 utterances.], batch size: 17, lr: 5.36e-04
2022-11-23 12:35:51,434 INFO [train.py:818] (0/4) Epoch 10, batch 6700, loss[loss=0.0956, over 7489.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005242, over 20.00 utterances.], tot_loss[loss=0.1231, over 1465760.91 frames. utt_duration=1205 frames, utt_pad_proportion=0.06668, over 4870.45 utterances.], batch size: 20, lr: 5.36e-04
2022-11-23 12:36:27,867 INFO [train.py:818] (0/4) Epoch 10, batch 6750, loss[loss=0.1834, over 7237.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01435, over 24.00 utterances.], tot_loss[loss=0.1234, over 1466388.66 frames. utt_duration=1213 frames, utt_pad_proportion=0.06553, over 4843.07 utterances.], batch size: 24, lr: 5.36e-04
2022-11-23 12:37:05,928 INFO [train.py:818] (0/4) Epoch 10, batch 6800, loss[loss=0.1089, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01273, over 24.00 utterances.], tot_loss[loss=0.1243, over 1467382.55 frames. utt_duration=1207 frames, utt_pad_proportion=0.06597, over 4867.12 utterances.], batch size: 24, lr: 5.36e-04
2022-11-23 12:37:42,550 INFO [train.py:818] (0/4) Epoch 10, batch 6850, loss[loss=0.0959, over 7471.00 frames. utt_duration=768.1 frames, utt_pad_proportion=0.1252, over 39.00 utterances.], tot_loss[loss=0.1252, over 1467306.34 frames. utt_duration=1192 frames, utt_pad_proportion=0.07016, over 4929.12 utterances.], batch size: 39, lr: 5.36e-04
2022-11-23 12:38:19,702 INFO [train.py:818] (0/4) Epoch 10, batch 6900, loss[loss=0.1229, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007289, over 21.00 utterances.], tot_loss[loss=0.1251, over 1466787.28 frames. utt_duration=1185 frames, utt_pad_proportion=0.07256, over 4958.91 utterances.], batch size: 21, lr: 5.35e-04
2022-11-23 12:38:56,418 INFO [train.py:818] (0/4) Epoch 10, batch 6950, loss[loss=0.1218, over 7391.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004944, over 21.00 utterances.], tot_loss[loss=0.1237, over 1467293.49 frames. utt_duration=1186 frames, utt_pad_proportion=0.07177, over 4953.30 utterances.], batch size: 21, lr: 5.35e-04
2022-11-23 12:39:32,996 INFO [train.py:818] (0/4) Epoch 10, batch 7000, loss[loss=0.1277, over 7386.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004308, over 21.00 utterances.], tot_loss[loss=0.1209, over 1466880.65 frames. utt_duration=1205 frames, utt_pad_proportion=0.06904, over 4875.65 utterances.], batch size: 21, lr: 5.35e-04
2022-11-23 12:40:11,090 INFO [train.py:818] (0/4) Epoch 10, batch 7050, loss[loss=0.1691, over 7430.00 frames. utt_duration=763.3 frames, utt_pad_proportion=0.1326, over 39.00 utterances.], tot_loss[loss=0.1204, over 1466632.67 frames. utt_duration=1198 frames, utt_pad_proportion=0.07254, over 4903.87 utterances.], batch size: 39, lr: 5.35e-04
2022-11-23 12:40:47,588 INFO [train.py:818] (0/4) Epoch 10, batch 7100, loss[loss=0.1237, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01423, over 24.00 utterances.], tot_loss[loss=0.1206, over 1465806.29 frames. utt_duration=1210 frames, utt_pad_proportion=0.07093, over 4853.36 utterances.], batch size: 24, lr: 5.35e-04
2022-11-23 12:41:23,876 INFO [train.py:818] (0/4) Epoch 10, batch 7150, loss[loss=0.1015, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005454, over 21.00 utterances.], tot_loss[loss=0.1201, over 1465429.10 frames. utt_duration=1193 frames, utt_pad_proportion=0.07689, over 4918.12 utterances.], batch size: 21, lr: 5.35e-04
2022-11-23 12:42:01,874 INFO [train.py:818] (0/4) Epoch 10, batch 7200, loss[loss=0.0992, over 7381.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006321, over 20.00 utterances.], tot_loss[loss=0.121, over 1465119.22 frames. utt_duration=1182 frames, utt_pad_proportion=0.07667, over 4962.38 utterances.], batch size: 20, lr: 5.34e-04
2022-11-23 12:42:39,005 INFO [train.py:818] (0/4) Epoch 10, batch 7250, loss[loss=0.125, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009457, over 22.00 utterances.], tot_loss[loss=0.1197, over 1464474.62 frames. utt_duration=1203 frames, utt_pad_proportion=0.07255, over 4876.66 utterances.], batch size: 22, lr: 5.34e-04
2022-11-23 12:43:15,553 INFO [train.py:818] (0/4) Epoch 10, batch 7300, loss[loss=0.09804, over 7445.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007261, over 18.00 utterances.], tot_loss[loss=0.122, over 1465173.83 frames. utt_duration=1208 frames, utt_pad_proportion=0.07137, over 4857.43 utterances.], batch size: 18, lr: 5.34e-04
2022-11-23 12:43:53,510 INFO [train.py:818] (0/4) Epoch 10, batch 7350, loss[loss=0.1675, over 7232.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01657, over 24.00 utterances.], tot_loss[loss=0.1216, over 1466472.60 frames. utt_duration=1225 frames, utt_pad_proportion=0.06499, over 4793.87 utterances.], batch size: 24, lr: 5.34e-04
2022-11-23 12:44:30,078 INFO [train.py:818] (0/4) Epoch 10, batch 7400, loss[loss=0.1051, over 7429.00 frames. utt_duration=1750 frames, utt_pad_proportion=0.01425, over 17.00 utterances.], tot_loss[loss=0.1199, over 1466734.97 frames. utt_duration=1238 frames, utt_pad_proportion=0.06067, over 4745.09 utterances.], batch size: 17, lr: 5.34e-04
2022-11-23 12:45:07,528 INFO [train.py:818] (0/4) Epoch 10, batch 7450, loss[loss=0.131, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007419, over 19.00 utterances.], tot_loss[loss=0.1203, over 1466645.66 frames. utt_duration=1225 frames, utt_pad_proportion=0.06293, over 4793.38 utterances.], batch size: 19, lr: 5.34e-04
2022-11-23 12:45:44,412 INFO [train.py:818] (0/4) Epoch 10, batch 7500, loss[loss=0.0997, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005179, over 18.00 utterances.], tot_loss[loss=0.1213, over 1464999.36 frames. utt_duration=1231 frames, utt_pad_proportion=0.0625, over 4767.34 utterances.], batch size: 18, lr: 5.34e-04
2022-11-23 12:46:20,246 INFO [train.py:818] (0/4) Epoch 10, batch 7550, loss[loss=0.1008, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01015, over 17.00 utterances.], tot_loss[loss=0.1222, over 1465032.22 frames. utt_duration=1212 frames, utt_pad_proportion=0.06543, over 4840.57 utterances.], batch size: 17, lr: 5.33e-04
2022-11-23 12:46:57,365 INFO [train.py:818] (0/4) Epoch 10, batch 7600, loss[loss=0.125, over 7234.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.0179, over 25.00 utterances.], tot_loss[loss=0.1209, over 1464586.26 frames. utt_duration=1234 frames, utt_pad_proportion=0.06074, over 4753.29 utterances.], batch size: 25, lr: 5.33e-04
2022-11-23 12:47:33,297 INFO [train.py:818] (0/4) Epoch 10, batch 7650, loss[loss=0.1224, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006056, over 19.00 utterances.], tot_loss[loss=0.1211, over 1464788.97 frames. utt_duration=1237 frames, utt_pad_proportion=0.05857, over 4741.50 utterances.], batch size: 19, lr: 5.33e-04
2022-11-23 12:48:10,658 INFO [train.py:818] (0/4) Epoch 10, batch 7700, loss[loss=0.09923, over 7212.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.003692, over 20.00 utterances.], tot_loss[loss=0.1207, over 1465507.40 frames. utt_duration=1247 frames, utt_pad_proportion=0.05482, over 4707.85 utterances.], batch size: 20, lr: 5.33e-04
2022-11-23 12:48:47,800 INFO [train.py:818] (0/4) Epoch 10, batch 7750, loss[loss=0.1074, over 7310.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008839, over 17.00 utterances.], tot_loss[loss=0.1207, over 1465547.48 frames. utt_duration=1241 frames, utt_pad_proportion=0.05985, over 4729.74 utterances.], batch size: 17, lr: 5.33e-04
2022-11-23 12:49:25,580 INFO [train.py:818] (0/4) Epoch 10, batch 7800, loss[loss=0.09046, over 7374.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.006864, over 20.00 utterances.], tot_loss[loss=0.1214, over 1465258.12 frames. utt_duration=1232 frames, utt_pad_proportion=0.05844, over 4761.27 utterances.], batch size: 20, lr: 5.33e-04
2022-11-23 12:50:03,166 INFO [train.py:818] (0/4) Epoch 10, batch 7850, loss[loss=0.1894, over 7447.00 frames. utt_duration=409.5 frames, utt_pad_proportion=0.3572, over 73.00 utterances.], tot_loss[loss=0.1203, over 1465901.89 frames. utt_duration=1211 frames, utt_pad_proportion=0.06817, over 4846.87 utterances.], batch size: 73, lr: 5.32e-04
2022-11-23 12:50:41,056 INFO [train.py:818] (0/4) Epoch 10, batch 7900, loss[loss=0.1331, over 7454.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01201, over 24.00 utterances.], tot_loss[loss=0.1203, over 1465028.02 frames. utt_duration=1220 frames, utt_pad_proportion=0.06706, over 4808.36 utterances.], batch size: 24, lr: 5.32e-04
2022-11-23 12:51:17,629 INFO [train.py:818] (0/4) Epoch 10, batch 7950, loss[loss=0.08277, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006376, over 18.00 utterances.], tot_loss[loss=0.1187, over 1464382.49 frames. utt_duration=1254 frames, utt_pad_proportion=0.05814, over 4676.82 utterances.], batch size: 18, lr: 5.32e-04
2022-11-23 12:51:20,634 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-88000.pt
2022-11-23 12:52:07,412 INFO [train.py:818] (0/4) Epoch 10, batch 8000, loss[loss=0.09498, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005736, over 21.00 utterances.], tot_loss[loss=0.1192, over 1464429.73 frames. utt_duration=1220 frames, utt_pad_proportion=0.06665, over 4807.49 utterances.], batch size: 21, lr: 5.32e-04
2022-11-23 12:52:43,893 INFO [train.py:818] (0/4) Epoch 10, batch 8050, loss[loss=0.1026, over 7277.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.02543, over 16.00 utterances.], tot_loss[loss=0.1201, over 1465444.42 frames. utt_duration=1215 frames, utt_pad_proportion=0.06761, over 4830.67 utterances.], batch size: 16, lr: 5.32e-04
2022-11-23 12:53:20,287 INFO [train.py:818] (0/4) Epoch 10, batch 8100, loss[loss=0.06755, over 7173.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007534, over 17.00 utterances.], tot_loss[loss=0.1219, over 1465514.60 frames. utt_duration=1198 frames, utt_pad_proportion=0.07432, over 4898.65 utterances.], batch size: 17, lr: 5.32e-04
2022-11-23 12:53:58,457 INFO [train.py:818] (0/4) Epoch 10, batch 8150, loss[loss=0.1048, over 7308.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007764, over 17.00 utterances.], tot_loss[loss=0.1215, over 1465728.47 frames. utt_duration=1206 frames, utt_pad_proportion=0.07389, over 4867.37 utterances.], batch size: 17, lr: 5.32e-04
2022-11-23 12:54:36,689 INFO [train.py:818] (0/4) Epoch 10, batch 8200, loss[loss=0.1483, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007492, over 22.00 utterances.], tot_loss[loss=0.1234, over 1466466.65 frames. utt_duration=1168 frames, utt_pad_proportion=0.08487, over 5027.83 utterances.], batch size: 22, lr: 5.31e-04
2022-11-23 12:55:14,277 INFO [train.py:818] (0/4) Epoch 10, batch 8250, loss[loss=0.118, over 7287.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03386, over 27.00 utterances.], tot_loss[loss=0.1226, over 1465842.80 frames. utt_duration=1168 frames, utt_pad_proportion=0.08484, over 5027.55 utterances.], batch size: 27, lr: 5.31e-04
2022-11-23 12:55:51,860 INFO [train.py:818] (0/4) Epoch 10, batch 8300, loss[loss=0.1192, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005721, over 21.00 utterances.], tot_loss[loss=0.1218, over 1465842.51 frames. utt_duration=1166 frames, utt_pad_proportion=0.0825, over 5035.59 utterances.], batch size: 21, lr: 5.31e-04
2022-11-23 12:56:28,591 INFO [train.py:818] (0/4) Epoch 10, batch 8350, loss[loss=0.09926, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005687, over 21.00 utterances.], tot_loss[loss=0.1214, over 1465830.71 frames. utt_duration=1193 frames, utt_pad_proportion=0.07414, over 4920.70 utterances.], batch size: 21, lr: 5.31e-04
2022-11-23 12:57:05,531 INFO [train.py:818] (0/4) Epoch 10, batch 8400, loss[loss=0.1324, over 7313.00 frames. utt_duration=1332 frames, utt_pad_proportion=0.005567, over 22.00 utterances.], tot_loss[loss=0.1205, over 1465498.14 frames. utt_duration=1198 frames, utt_pad_proportion=0.07204, over 4900.01 utterances.], batch size: 22, lr: 5.31e-04
2022-11-23 12:57:43,048 INFO [train.py:818] (0/4) Epoch 10, batch 8450, loss[loss=0.1271, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.004567, over 20.00 utterances.], tot_loss[loss=0.1201, over 1466270.18 frames. utt_duration=1170 frames, utt_pad_proportion=0.08141, over 5020.57 utterances.], batch size: 20, lr: 5.31e-04
2022-11-23 12:58:19,123 INFO [train.py:818] (0/4) Epoch 10, batch 8500, loss[loss=0.1456, over 7332.00 frames. utt_duration=753.3 frames, utt_pad_proportion=0.1361, over 39.00 utterances.], tot_loss[loss=0.1216, over 1466717.34 frames. utt_duration=1153 frames, utt_pad_proportion=0.08383, over 5095.78 utterances.], batch size: 39, lr: 5.31e-04
2022-11-23 12:58:56,428 INFO [train.py:818] (0/4) Epoch 10, batch 8550, loss[loss=0.1945, over 7456.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01449, over 24.00 utterances.], tot_loss[loss=0.1209, over 1465936.17 frames. utt_duration=1184 frames, utt_pad_proportion=0.07514, over 4960.33 utterances.], batch size: 24, lr: 5.30e-04
2022-11-23 12:59:33,502 INFO [train.py:818] (0/4) Epoch 10, batch 8600, loss[loss=0.1011, over 7313.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03321, over 27.00 utterances.], tot_loss[loss=0.1202, over 1465581.76 frames. utt_duration=1179 frames, utt_pad_proportion=0.07725, over 4978.45 utterances.], batch size: 27, lr: 5.30e-04
2022-11-23 13:00:09,223 INFO [train.py:818] (0/4) Epoch 10, batch 8650, loss[loss=0.1143, over 7346.00 frames. utt_duration=774.7 frames, utt_pad_proportion=0.1105, over 38.00 utterances.], tot_loss[loss=0.1214, over 1465217.65 frames. utt_duration=1199 frames, utt_pad_proportion=0.07213, over 4893.77 utterances.], batch size: 38, lr: 5.30e-04
2022-11-23 13:00:46,021 INFO [train.py:818] (0/4) Epoch 10, batch 8700, loss[loss=0.1279, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005391, over 21.00 utterances.], tot_loss[loss=0.1208, over 1465493.23 frames. utt_duration=1203 frames, utt_pad_proportion=0.07238, over 4880.69 utterances.], batch size: 21, lr: 5.30e-04
2022-11-23 13:01:21,946 INFO [train.py:818] (0/4) Epoch 10, batch 8750, loss[loss=0.09446, over 7451.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.006328, over 18.00 utterances.], tot_loss[loss=0.1199, over 1465661.94 frames. utt_duration=1199 frames, utt_pad_proportion=0.07423, over 4894.87 utterances.], batch size: 18, lr: 5.30e-04
2022-11-23 13:01:58,589 INFO [train.py:818] (0/4) Epoch 10, batch 8800, loss[loss=0.1533, over 7322.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03176, over 27.00 utterances.], tot_loss[loss=0.1198, over 1465452.51 frames. utt_duration=1231 frames, utt_pad_proportion=0.06385, over 4765.97 utterances.], batch size: 27, lr: 5.30e-04
2022-11-23 13:02:34,791 INFO [train.py:818] (0/4) Epoch 10, batch 8850, loss[loss=0.1082, over 7277.00 frames. utt_duration=1533 frames, utt_pad_proportion=0.007022, over 19.00 utterances.], tot_loss[loss=0.1179, over 1465531.69 frames. utt_duration=1224 frames, utt_pad_proportion=0.06737, over 4796.08 utterances.], batch size: 19, lr: 5.29e-04
2022-11-23 13:03:13,402 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-10.pt
2022-11-23 13:03:55,895 INFO [train.py:818] (0/4) Epoch 11, batch 0, loss[loss=0.1086, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005976, over 20.00 utterances.], tot_loss[loss=0.1086, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005976, over 20.00 utterances.], batch size: 20, lr: 5.10e-04
2022-11-23 13:04:31,521 INFO [train.py:818] (0/4) Epoch 11, batch 50, loss[loss=0.07848, over 7436.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008593, over 18.00 utterances.], tot_loss[loss=0.09704, over 330438.60 frames. utt_duration=1289 frames, utt_pad_proportion=0.04385, over 1026.64 utterances.], batch size: 18, lr: 5.10e-04
2022-11-23 13:05:06,838 INFO [train.py:818] (0/4) Epoch 11, batch 100, loss[loss=0.07892, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006105, over 20.00 utterances.], tot_loss[loss=0.09504, over 582530.27 frames. utt_duration=1309 frames, utt_pad_proportion=0.04117, over 1781.51 utterances.], batch size: 20, lr: 5.10e-04
2022-11-23 13:05:43,427 INFO [train.py:818] (0/4) Epoch 11, batch 150, loss[loss=0.1037, over 7464.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.009312, over 17.00 utterances.], tot_loss[loss=0.09609, over 778295.33 frames. utt_duration=1333 frames, utt_pad_proportion=0.03564, over 2337.36 utterances.], batch size: 17, lr: 5.09e-04
2022-11-23 13:06:20,372 INFO [train.py:818] (0/4) Epoch 11, batch 200, loss[loss=0.116, over 7285.00 frames. utt_duration=768.3 frames, utt_pad_proportion=0.121, over 38.00 utterances.], tot_loss[loss=0.09678, over 930619.03 frames. utt_duration=1297 frames, utt_pad_proportion=0.04581, over 2874.28 utterances.], batch size: 38, lr: 5.09e-04
2022-11-23 13:06:56,863 INFO [train.py:818] (0/4) Epoch 11, batch 250, loss[loss=0.1078, over 7365.00 frames. utt_duration=1283 frames, utt_pad_proportion=0.007168, over 23.00 utterances.], tot_loss[loss=0.09691, over 1049039.39 frames. utt_duration=1315 frames, utt_pad_proportion=0.04125, over 3194.19 utterances.], batch size: 23, lr: 5.09e-04
2022-11-23 13:07:34,031 INFO [train.py:818] (0/4) Epoch 11, batch 300, loss[loss=0.107, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00646, over 22.00 utterances.], tot_loss[loss=0.09593, over 1141158.60 frames. utt_duration=1318 frames, utt_pad_proportion=0.04177, over 3467.81 utterances.], batch size: 22, lr: 5.09e-04
2022-11-23 13:08:09,079 INFO [train.py:818] (0/4) Epoch 11, batch 350, loss[loss=0.09818, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006523, over 20.00 utterances.], tot_loss[loss=0.09589, over 1213222.19 frames. utt_duration=1303 frames, utt_pad_proportion=0.04202, over 3728.73 utterances.], batch size: 20, lr: 5.09e-04
2022-11-23 13:08:47,090 INFO [train.py:818] (0/4) Epoch 11, batch 400, loss[loss=0.0909, over 7458.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.006125, over 18.00 utterances.], tot_loss[loss=0.09495, over 1268497.73 frames. utt_duration=1283 frames, utt_pad_proportion=0.05224, over 3960.50 utterances.], batch size: 18, lr: 5.09e-04
2022-11-23 13:09:23,760 INFO [train.py:818] (0/4) Epoch 11, batch 450, loss[loss=0.07351, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004072, over 20.00 utterances.], tot_loss[loss=0.09465, over 1312897.52 frames. utt_duration=1291 frames, utt_pad_proportion=0.04995, over 4072.03 utterances.], batch size: 20, lr: 5.09e-04
2022-11-23 13:09:58,736 INFO [train.py:818] (0/4) Epoch 11, batch 500, loss[loss=0.07405, over 7490.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006525, over 19.00 utterances.], tot_loss[loss=0.09332, over 1347288.65 frames. utt_duration=1295 frames, utt_pad_proportion=0.04743, over 4165.05 utterances.], batch size: 19, lr: 5.08e-04
2022-11-23 13:10:36,135 INFO [train.py:818] (0/4) Epoch 11, batch 550, loss[loss=0.08075, over 7463.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.007079, over 17.00 utterances.], tot_loss[loss=0.09471, over 1373599.04 frames. utt_duration=1269 frames, utt_pad_proportion=0.05442, over 4335.74 utterances.], batch size: 17, lr: 5.08e-04
2022-11-23 13:11:11,510 INFO [train.py:818] (0/4) Epoch 11, batch 600, loss[loss=0.09092, over 7282.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006846, over 20.00 utterances.], tot_loss[loss=0.09402, over 1394875.21 frames. utt_duration=1276 frames, utt_pad_proportion=0.05125, over 4377.57 utterances.], batch size: 20, lr: 5.08e-04
2022-11-23 13:11:47,100 INFO [train.py:818] (0/4) Epoch 11, batch 650, loss[loss=0.06842, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.004903, over 18.00 utterances.], tot_loss[loss=0.09331, over 1410612.23 frames. utt_duration=1265 frames, utt_pad_proportion=0.05367, over 4465.84 utterances.], batch size: 18, lr: 5.08e-04
2022-11-23 13:12:24,636 INFO [train.py:818] (0/4) Epoch 11, batch 700, loss[loss=0.1718, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03406, over 27.00 utterances.], tot_loss[loss=0.09252, over 1422604.21 frames. utt_duration=1279 frames, utt_pad_proportion=0.05319, over 4453.28 utterances.], batch size: 27, lr: 5.08e-04
2022-11-23 13:13:00,231 INFO [train.py:818] (0/4) Epoch 11, batch 750, loss[loss=0.1125, over 7247.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01409, over 24.00 utterances.], tot_loss[loss=0.09214, over 1430806.09 frames. utt_duration=1264 frames, utt_pad_proportion=0.05539, over 4534.88 utterances.], batch size: 24, lr: 5.08e-04
2022-11-23 13:13:35,525 INFO [train.py:818] (0/4) Epoch 11, batch 800, loss[loss=0.09047, over 7392.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004742, over 21.00 utterances.], tot_loss[loss=0.09227, over 1438831.55 frames. utt_duration=1292 frames, utt_pad_proportion=0.04795, over 4461.18 utterances.], batch size: 21, lr: 5.08e-04
2022-11-23 13:14:13,441 INFO [train.py:818] (0/4) Epoch 11, batch 850, loss[loss=0.1121, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008497, over 23.00 utterances.], tot_loss[loss=0.09392, over 1443807.81 frames. utt_duration=1282 frames, utt_pad_proportion=0.05052, over 4509.22 utterances.], batch size: 23, lr: 5.07e-04
2022-11-23 13:14:50,320 INFO [train.py:818] (0/4) Epoch 11, batch 900, loss[loss=0.08299, over 7482.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006666, over 19.00 utterances.], tot_loss[loss=0.09663, over 1448728.71 frames. utt_duration=1246 frames, utt_pad_proportion=0.06113, over 4657.93 utterances.], batch size: 19, lr: 5.07e-04
2022-11-23 13:15:26,139 INFO [train.py:818] (0/4) Epoch 11, batch 950, loss[loss=0.07003, over 7313.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008232, over 18.00 utterances.], tot_loss[loss=0.0974, over 1452286.46 frames. utt_duration=1260 frames, utt_pad_proportion=0.05941, over 4614.46 utterances.], batch size: 18, lr: 5.07e-04
2022-11-23 13:16:04,875 INFO [train.py:818] (0/4) Epoch 11, batch 1000, loss[loss=0.1157, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.00625, over 21.00 utterances.], tot_loss[loss=0.09828, over 1454551.92 frames. utt_duration=1253 frames, utt_pad_proportion=0.06315, over 4648.55 utterances.], batch size: 21, lr: 5.07e-04
2022-11-23 13:16:40,352 INFO [train.py:818] (0/4) Epoch 11, batch 1050, loss[loss=0.1228, over 7183.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008139, over 22.00 utterances.], tot_loss[loss=0.09799, over 1456219.66 frames. utt_duration=1272 frames, utt_pad_proportion=0.05479, over 4586.27 utterances.], batch size: 22, lr: 5.07e-04
2022-11-23 13:17:16,250 INFO [train.py:818] (0/4) Epoch 11, batch 1100, loss[loss=0.1203, over 7480.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01331, over 24.00 utterances.], tot_loss[loss=0.09831, over 1458821.66 frames. utt_duration=1269 frames, utt_pad_proportion=0.05314, over 4602.82 utterances.], batch size: 24, lr: 5.07e-04
2022-11-23 13:17:53,562 INFO [train.py:818] (0/4) Epoch 11, batch 1150, loss[loss=0.102, over 7288.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03247, over 27.00 utterances.], tot_loss[loss=0.09841, over 1459797.18 frames. utt_duration=1291 frames, utt_pad_proportion=0.04533, over 4527.67 utterances.], batch size: 27, lr: 5.07e-04
2022-11-23 13:18:29,068 INFO [train.py:818] (0/4) Epoch 11, batch 1200, loss[loss=0.09849, over 7392.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005477, over 20.00 utterances.], tot_loss[loss=0.09793, over 1461292.90 frames. utt_duration=1303 frames, utt_pad_proportion=0.03976, over 4491.04 utterances.], batch size: 20, lr: 5.06e-04
2022-11-23 13:19:04,661 INFO [train.py:818] (0/4) Epoch 11, batch 1250, loss[loss=0.0976, over 7441.00 frames. utt_duration=961.7 frames, utt_pad_proportion=0.07084, over 31.00 utterances.], tot_loss[loss=0.09955, over 1462620.47 frames. utt_duration=1307 frames, utt_pad_proportion=0.03614, over 4481.84 utterances.], batch size: 31, lr: 5.06e-04
2022-11-23 13:19:42,781 INFO [train.py:818] (0/4) Epoch 11, batch 1300, loss[loss=0.09199, over 7343.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.008196, over 23.00 utterances.], tot_loss[loss=0.09826, over 1462392.16 frames. utt_duration=1321 frames, utt_pad_proportion=0.03556, over 4433.77 utterances.], batch size: 23, lr: 5.06e-04
2022-11-23 13:20:17,672 INFO [train.py:818] (0/4) Epoch 11, batch 1350, loss[loss=0.07589, over 7285.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006877, over 19.00 utterances.], tot_loss[loss=0.09814, over 1462396.44 frames. utt_duration=1316 frames, utt_pad_proportion=0.03846, over 4451.10 utterances.], batch size: 19, lr: 5.06e-04
2022-11-23 13:20:53,627 INFO [train.py:818] (0/4) Epoch 11, batch 1400, loss[loss=0.0803, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004378, over 21.00 utterances.], tot_loss[loss=0.09799, over 1464358.74 frames. utt_duration=1314 frames, utt_pad_proportion=0.03733, over 4464.22 utterances.], batch size: 21, lr: 5.06e-04
2022-11-23 13:21:30,772 INFO [train.py:818] (0/4) Epoch 11, batch 1450, loss[loss=0.08577, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005516, over 21.00 utterances.], tot_loss[loss=0.09836, over 1464256.48 frames. utt_duration=1311 frames, utt_pad_proportion=0.0364, over 4473.11 utterances.], batch size: 21, lr: 5.06e-04
2022-11-23 13:22:06,060 INFO [train.py:818] (0/4) Epoch 11, batch 1500, loss[loss=0.08401, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.006955, over 17.00 utterances.], tot_loss[loss=0.09855, over 1465446.97 frames. utt_duration=1323 frames, utt_pad_proportion=0.03662, over 4437.35 utterances.], batch size: 17, lr: 5.06e-04
2022-11-23 13:22:42,505 INFO [train.py:818] (0/4) Epoch 11, batch 1550, loss[loss=0.08798, over 7434.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009087, over 18.00 utterances.], tot_loss[loss=0.09884, over 1465327.32 frames. utt_duration=1313 frames, utt_pad_proportion=0.03842, over 4468.75 utterances.], batch size: 18, lr: 5.05e-04
2022-11-23 13:23:21,156 INFO [train.py:818] (0/4) Epoch 11, batch 1600, loss[loss=0.09567, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00729, over 18.00 utterances.], tot_loss[loss=0.09984, over 1465063.61 frames. utt_duration=1292 frames, utt_pad_proportion=0.04398, over 4539.58 utterances.], batch size: 18, lr: 5.05e-04
2022-11-23 13:23:56,615 INFO [train.py:818] (0/4) Epoch 11, batch 1650, loss[loss=0.08312, over 7387.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006717, over 19.00 utterances.], tot_loss[loss=0.09928, over 1465595.20 frames. utt_duration=1283 frames, utt_pad_proportion=0.04699, over 4574.81 utterances.], batch size: 19, lr: 5.05e-04
2022-11-23 13:24:34,031 INFO [train.py:818] (0/4) Epoch 11, batch 1700, loss[loss=0.09984, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007055, over 19.00 utterances.], tot_loss[loss=0.1002, over 1465845.17 frames. utt_duration=1286 frames, utt_pad_proportion=0.04527, over 4564.05 utterances.], batch size: 19, lr: 5.05e-04
2022-11-23 13:25:10,068 INFO [train.py:818] (0/4) Epoch 11, batch 1750, loss[loss=0.08581, over 7391.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005145, over 20.00 utterances.], tot_loss[loss=0.09991, over 1465446.42 frames. utt_duration=1274 frames, utt_pad_proportion=0.04795, over 4604.76 utterances.], batch size: 20, lr: 5.05e-04
2022-11-23 13:25:45,685 INFO [train.py:818] (0/4) Epoch 11, batch 1800, loss[loss=0.07375, over 7215.00 frames. utt_duration=1805 frames, utt_pad_proportion=0.04746, over 16.00 utterances.], tot_loss[loss=0.09861, over 1465484.38 frames. utt_duration=1278 frames, utt_pad_proportion=0.04798, over 4593.90 utterances.], batch size: 16, lr: 5.05e-04
2022-11-23 13:26:23,701 INFO [train.py:818] (0/4) Epoch 11, batch 1850, loss[loss=0.09676, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005786, over 21.00 utterances.], tot_loss[loss=0.0984, over 1466361.00 frames. utt_duration=1260 frames, utt_pad_proportion=0.055, over 4660.54 utterances.], batch size: 21, lr: 5.05e-04
2022-11-23 13:26:59,269 INFO [train.py:818] (0/4) Epoch 11, batch 1900, loss[loss=0.06425, over 7422.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005853, over 22.00 utterances.], tot_loss[loss=0.09859, over 1465699.90 frames. utt_duration=1259 frames, utt_pad_proportion=0.05281, over 4663.66 utterances.], batch size: 22, lr: 5.04e-04
2022-11-23 13:27:34,108 INFO [train.py:818] (0/4) Epoch 11, batch 1950, loss[loss=0.09174, over 7192.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.005698, over 19.00 utterances.], tot_loss[loss=0.09806, over 1465053.68 frames. utt_duration=1299 frames, utt_pad_proportion=0.04514, over 4517.06 utterances.], batch size: 19, lr: 5.04e-04
2022-11-23 13:28:12,125 INFO [train.py:818] (0/4) Epoch 11, batch 2000, loss[loss=0.08743, over 7280.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00776, over 20.00 utterances.], tot_loss[loss=0.09736, over 1465367.44 frames. utt_duration=1307 frames, utt_pad_proportion=0.04297, over 4490.06 utterances.], batch size: 20, lr: 5.04e-04
2022-11-23 13:28:47,548 INFO [train.py:818] (0/4) Epoch 11, batch 2050, loss[loss=0.1126, over 7186.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006078, over 21.00 utterances.], tot_loss[loss=0.09761, over 1465359.86 frames. utt_duration=1280 frames, utt_pad_proportion=0.04772, over 4584.91 utterances.], batch size: 21, lr: 5.04e-04
2022-11-23 13:29:23,111 INFO [train.py:818] (0/4) Epoch 11, batch 2100, loss[loss=0.094, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005616, over 21.00 utterances.], tot_loss[loss=0.09693, over 1463891.23 frames. utt_duration=1300 frames, utt_pad_proportion=0.04224, over 4510.01 utterances.], batch size: 21, lr: 5.04e-04
2022-11-23 13:30:00,332 INFO [train.py:818] (0/4) Epoch 11, batch 2150, loss[loss=0.1095, over 7459.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.005362, over 18.00 utterances.], tot_loss[loss=0.09751, over 1463624.78 frames. utt_duration=1304 frames, utt_pad_proportion=0.04163, over 4495.94 utterances.], batch size: 18, lr: 5.04e-04
2022-11-23 13:30:36,164 INFO [train.py:818] (0/4) Epoch 11, batch 2200, loss[loss=0.06244, over 7209.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004346, over 19.00 utterances.], tot_loss[loss=0.0968, over 1464029.16 frames. utt_duration=1285 frames, utt_pad_proportion=0.04367, over 4561.09 utterances.], batch size: 19, lr: 5.04e-04
2022-11-23 13:31:11,732 INFO [train.py:818] (0/4) Epoch 11, batch 2250, loss[loss=0.09418, over 7486.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.06342, over 31.00 utterances.], tot_loss[loss=0.09725, over 1464489.23 frames. utt_duration=1265 frames, utt_pad_proportion=0.04626, over 4637.44 utterances.], batch size: 31, lr: 5.03e-04
2022-11-23 13:31:50,437 INFO [train.py:818] (0/4) Epoch 11, batch 2300, loss[loss=0.07867, over 7392.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004607, over 21.00 utterances.], tot_loss[loss=0.09604, over 1465889.95 frames. utt_duration=1282 frames, utt_pad_proportion=0.04473, over 4580.68 utterances.], batch size: 21, lr: 5.03e-04
2022-11-23 13:32:26,219 INFO [train.py:818] (0/4) Epoch 11, batch 2350, loss[loss=0.07481, over 7457.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01001, over 17.00 utterances.], tot_loss[loss=0.09484, over 1465193.21 frames. utt_duration=1319 frames, utt_pad_proportion=0.03793, over 4446.78 utterances.], batch size: 17, lr: 5.03e-04
2022-11-23 13:33:01,789 INFO [train.py:818] (0/4) Epoch 11, batch 2400, loss[loss=0.1034, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005246, over 19.00 utterances.], tot_loss[loss=0.09499, over 1465168.20 frames. utt_duration=1309 frames, utt_pad_proportion=0.04068, over 4482.63 utterances.], batch size: 19, lr: 5.03e-04
2022-11-23 13:33:39,019 INFO [train.py:818] (0/4) Epoch 11, batch 2450, loss[loss=0.1058, over 7481.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01321, over 24.00 utterances.], tot_loss[loss=0.09437, over 1465281.88 frames. utt_duration=1301 frames, utt_pad_proportion=0.04469, over 4509.21 utterances.], batch size: 24, lr: 5.03e-04
2022-11-23 13:34:14,960 INFO [train.py:818] (0/4) Epoch 11, batch 2500, loss[loss=0.08428, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01135, over 23.00 utterances.], tot_loss[loss=0.09559, over 1464884.53 frames. utt_duration=1302 frames, utt_pad_proportion=0.04362, over 4505.27 utterances.], batch size: 23, lr: 5.03e-04
2022-11-23 13:34:51,812 INFO [train.py:818] (0/4) Epoch 11, batch 2550, loss[loss=0.07356, over 7302.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.007671, over 17.00 utterances.], tot_loss[loss=0.09531, over 1464862.45 frames. utt_duration=1291 frames, utt_pad_proportion=0.05005, over 4544.41 utterances.], batch size: 17, lr: 5.03e-04
2022-11-23 13:35:29,123 INFO [train.py:818] (0/4) Epoch 11, batch 2600, loss[loss=0.07877, over 7348.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008992, over 23.00 utterances.], tot_loss[loss=0.09464, over 1465376.38 frames. utt_duration=1297 frames, utt_pad_proportion=0.04782, over 4525.21 utterances.], batch size: 23, lr: 5.03e-04
2022-11-23 13:36:04,683 INFO [train.py:818] (0/4) Epoch 11, batch 2650, loss[loss=0.09118, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006358, over 21.00 utterances.], tot_loss[loss=0.09572, over 1465180.10 frames. utt_duration=1267 frames, utt_pad_proportion=0.05385, over 4632.41 utterances.], batch size: 21, lr: 5.02e-04
2022-11-23 13:36:42,835 INFO [train.py:818] (0/4) Epoch 11, batch 2700, loss[loss=0.06918, over 7457.00 frames. utt_duration=963.9 frames, utt_pad_proportion=0.06686, over 31.00 utterances.], tot_loss[loss=0.09559, over 1465144.31 frames. utt_duration=1259 frames, utt_pad_proportion=0.05582, over 4660.67 utterances.], batch size: 31, lr: 5.02e-04
2022-11-23 13:37:19,332 INFO [train.py:818] (0/4) Epoch 11, batch 2750, loss[loss=0.09229, over 7307.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006687, over 22.00 utterances.], tot_loss[loss=0.09674, over 1466080.16 frames. utt_duration=1230 frames, utt_pad_proportion=0.06541, over 4772.33 utterances.], batch size: 22, lr: 5.02e-04
2022-11-23 13:37:55,584 INFO [train.py:818] (0/4) Epoch 11, batch 2800, loss[loss=0.09471, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006233, over 21.00 utterances.], tot_loss[loss=0.09737, over 1465095.62 frames. utt_duration=1246 frames, utt_pad_proportion=0.05884, over 4708.07 utterances.], batch size: 21, lr: 5.02e-04
2022-11-23 13:38:32,877 INFO [train.py:818] (0/4) Epoch 11, batch 2850, loss[loss=0.08359, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006411, over 19.00 utterances.], tot_loss[loss=0.09651, over 1464538.25 frames. utt_duration=1250 frames, utt_pad_proportion=0.05927, over 4692.70 utterances.], batch size: 19, lr: 5.02e-04
2022-11-23 13:39:09,418 INFO [train.py:818] (0/4) Epoch 11, batch 2900, loss[loss=0.09885, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007893, over 18.00 utterances.], tot_loss[loss=0.09611, over 1463826.59 frames. utt_duration=1273 frames, utt_pad_proportion=0.05244, over 4605.85 utterances.], batch size: 18, lr: 5.02e-04
2022-11-23 13:39:44,837 INFO [train.py:818] (0/4) Epoch 11, batch 2950, loss[loss=0.108, over 7327.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.009452, over 23.00 utterances.], tot_loss[loss=0.09712, over 1464773.73 frames. utt_duration=1260 frames, utt_pad_proportion=0.0591, over 4656.37 utterances.], batch size: 23, lr: 5.02e-04
2022-11-23 13:40:23,252 INFO [train.py:818] (0/4) Epoch 11, batch 3000, loss[loss=0.0628, over 7201.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00617, over 19.00 utterances.], tot_loss[loss=0.09766, over 1465175.14 frames. utt_duration=1251 frames, utt_pad_proportion=0.06281, over 4691.50 utterances.], batch size: 19, lr: 5.01e-04
2022-11-23 13:40:23,254 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 13:40:43,274 INFO [train.py:847] (0/4) Epoch 11, validation: loss=0.05684, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 13:41:18,813 INFO [train.py:818] (0/4) Epoch 11, batch 3050, loss[loss=0.06078, over 7201.00 frames. utt_duration=1802 frames, utt_pad_proportion=0.02178, over 16.00 utterances.], tot_loss[loss=0.09751, over 1465701.52 frames. utt_duration=1243 frames, utt_pad_proportion=0.06339, over 4720.73 utterances.], batch size: 16, lr: 5.01e-04
2022-11-23 13:41:57,562 INFO [train.py:818] (0/4) Epoch 11, batch 3100, loss[loss=0.08424, over 7423.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005619, over 22.00 utterances.], tot_loss[loss=0.09649, over 1465766.00 frames. utt_duration=1235 frames, utt_pad_proportion=0.06474, over 4754.26 utterances.], batch size: 22, lr: 5.01e-04
2022-11-23 13:42:33,381 INFO [train.py:818] (0/4) Epoch 11, batch 3150, loss[loss=0.102, over 7433.00 frames. utt_duration=960.5 frames, utt_pad_proportion=0.06746, over 31.00 utterances.], tot_loss[loss=0.09688, over 1466623.65 frames. utt_duration=1225 frames, utt_pad_proportion=0.06779, over 4795.26 utterances.], batch size: 31, lr: 5.01e-04
2022-11-23 13:43:09,642 INFO [train.py:818] (0/4) Epoch 11, batch 3200, loss[loss=0.06336, over 7441.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.008983, over 17.00 utterances.], tot_loss[loss=0.09628, over 1466455.68 frames. utt_duration=1210 frames, utt_pad_proportion=0.07451, over 4854.49 utterances.], batch size: 17, lr: 5.01e-04
2022-11-23 13:43:48,192 INFO [train.py:818] (0/4) Epoch 11, batch 3250, loss[loss=0.1092, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.004284, over 18.00 utterances.], tot_loss[loss=0.09609, over 1465016.63 frames. utt_duration=1250 frames, utt_pad_proportion=0.06244, over 4694.89 utterances.], batch size: 18, lr: 5.01e-04
2022-11-23 13:44:23,583 INFO [train.py:818] (0/4) Epoch 11, batch 3300, loss[loss=0.09894, over 7180.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006872, over 21.00 utterances.], tot_loss[loss=0.09622, over 1464544.01 frames. utt_duration=1276 frames, utt_pad_proportion=0.0535, over 4595.02 utterances.], batch size: 21, lr: 5.01e-04
2022-11-23 13:44:58,330 INFO [train.py:818] (0/4) Epoch 11, batch 3350, loss[loss=0.08235, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005891, over 22.00 utterances.], tot_loss[loss=0.09701, over 1465430.85 frames. utt_duration=1271 frames, utt_pad_proportion=0.05162, over 4617.74 utterances.], batch size: 22, lr: 5.00e-04
2022-11-23 13:45:36,049 INFO [train.py:818] (0/4) Epoch 11, batch 3400, loss[loss=0.1036, over 7448.00 frames. utt_duration=962.5 frames, utt_pad_proportion=0.06916, over 31.00 utterances.], tot_loss[loss=0.09648, over 1465531.78 frames. utt_duration=1290 frames, utt_pad_proportion=0.04536, over 4547.97 utterances.], batch size: 31, lr: 5.00e-04
2022-11-23 13:46:10,461 INFO [train.py:818] (0/4) Epoch 11, batch 3450, loss[loss=0.06285, over 7239.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.04755, over 16.00 utterances.], tot_loss[loss=0.09592, over 1465388.86 frames. utt_duration=1321 frames, utt_pad_proportion=0.04016, over 4442.31 utterances.], batch size: 16, lr: 5.00e-04
2022-11-23 13:46:48,522 INFO [train.py:818] (0/4) Epoch 11, batch 3500, loss[loss=0.1209, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006384, over 20.00 utterances.], tot_loss[loss=0.09559, over 1465896.79 frames. utt_duration=1294 frames, utt_pad_proportion=0.04976, over 4535.31 utterances.], batch size: 20, lr: 5.00e-04
2022-11-23 13:47:25,133 INFO [train.py:818] (0/4) Epoch 11, batch 3550, loss[loss=0.1886, over 7378.00 frames. utt_duration=435.5 frames, utt_pad_proportion=0.3206, over 68.00 utterances.], tot_loss[loss=0.09469, over 1465945.03 frames. utt_duration=1309 frames, utt_pad_proportion=0.04711, over 4485.26 utterances.], batch size: 68, lr: 5.00e-04
2022-11-23 13:48:02,029 INFO [train.py:818] (0/4) Epoch 11, batch 3600, loss[loss=0.08467, over 7165.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009188, over 17.00 utterances.], tot_loss[loss=0.09448, over 1465542.45 frames. utt_duration=1303 frames, utt_pad_proportion=0.04684, over 4504.66 utterances.], batch size: 17, lr: 5.00e-04
2022-11-23 13:48:39,696 INFO [train.py:818] (0/4) Epoch 11, batch 3650, loss[loss=0.1007, over 7455.00 frames. utt_duration=427.5 frames, utt_pad_proportion=0.333, over 70.00 utterances.], tot_loss[loss=0.09487, over 1465703.35 frames. utt_duration=1279 frames, utt_pad_proportion=0.05447, over 4589.33 utterances.], batch size: 70, lr: 5.00e-04
2022-11-23 13:49:16,030 INFO [train.py:818] (0/4) Epoch 11, batch 3700, loss[loss=0.1008, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007042, over 19.00 utterances.], tot_loss[loss=0.09571, over 1465377.60 frames. utt_duration=1286 frames, utt_pad_proportion=0.05159, over 4562.75 utterances.], batch size: 19, lr: 5.00e-04
2022-11-23 13:49:51,923 INFO [train.py:818] (0/4) Epoch 11, batch 3750, loss[loss=0.08888, over 7195.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006586, over 20.00 utterances.], tot_loss[loss=0.09583, over 1465459.32 frames. utt_duration=1282 frames, utt_pad_proportion=0.05277, over 4576.40 utterances.], batch size: 20, lr: 4.99e-04
2022-11-23 13:50:29,884 INFO [train.py:818] (0/4) Epoch 11, batch 3800, loss[loss=0.07855, over 7279.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.007459, over 20.00 utterances.], tot_loss[loss=0.09527, over 1465980.66 frames. utt_duration=1295 frames, utt_pad_proportion=0.04854, over 4534.24 utterances.], batch size: 20, lr: 4.99e-04
2022-11-23 13:51:06,435 INFO [train.py:818] (0/4) Epoch 11, batch 3850, loss[loss=0.1625, over 7409.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.3594, over 73.00 utterances.], tot_loss[loss=0.09595, over 1465631.86 frames. utt_duration=1266 frames, utt_pad_proportion=0.05669, over 4636.27 utterances.], batch size: 73, lr: 4.99e-04
2022-11-23 13:51:41,757 INFO [train.py:818] (0/4) Epoch 11, batch 3900, loss[loss=0.08825, over 7160.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009706, over 17.00 utterances.], tot_loss[loss=0.0959, over 1465129.53 frames. utt_duration=1262 frames, utt_pad_proportion=0.05877, over 4648.04 utterances.], batch size: 17, lr: 4.99e-04
2022-11-23 13:52:20,486 INFO [train.py:818] (0/4) Epoch 11, batch 3950, loss[loss=0.07635, over 7384.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005683, over 20.00 utterances.], tot_loss[loss=0.09524, over 1464878.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.06081, over 4699.84 utterances.], batch size: 20, lr: 4.99e-04
2022-11-23 13:52:56,053 INFO [train.py:818] (0/4) Epoch 11, batch 4000, loss[loss=0.07586, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.0105, over 17.00 utterances.], tot_loss[loss=0.09508, over 1465442.95 frames. utt_duration=1261 frames, utt_pad_proportion=0.0566, over 4655.20 utterances.], batch size: 17, lr: 4.99e-04
2022-11-23 13:53:31,219 INFO [train.py:818] (0/4) Epoch 11, batch 4050, loss[loss=0.0813, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005782, over 21.00 utterances.], tot_loss[loss=0.09441, over 1465691.79 frames. utt_duration=1287 frames, utt_pad_proportion=0.04846, over 4561.98 utterances.], batch size: 21, lr: 4.99e-04
2022-11-23 13:54:10,978 INFO [train.py:818] (0/4) Epoch 11, batch 4100, loss[loss=0.09114, over 7475.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005217, over 21.00 utterances.], tot_loss[loss=0.09476, over 1466153.59 frames. utt_duration=1277 frames, utt_pad_proportion=0.05107, over 4598.25 utterances.], batch size: 21, lr: 4.98e-04
2022-11-23 13:54:46,531 INFO [train.py:818] (0/4) Epoch 11, batch 4150, loss[loss=0.1331, over 7417.00 frames. utt_duration=431.3 frames, utt_pad_proportion=0.3261, over 69.00 utterances.], tot_loss[loss=0.09543, over 1465637.28 frames. utt_duration=1247 frames, utt_pad_proportion=0.06017, over 4707.11 utterances.], batch size: 69, lr: 4.98e-04
2022-11-23 13:55:22,447 INFO [train.py:818] (0/4) Epoch 11, batch 4200, loss[loss=0.08615, over 7428.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008632, over 18.00 utterances.], tot_loss[loss=0.09703, over 1465023.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.05998, over 4684.83 utterances.], batch size: 18, lr: 4.98e-04
2022-11-23 13:56:00,050 INFO [train.py:818] (0/4) Epoch 11, batch 4250, loss[loss=0.1259, over 7306.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.00955, over 17.00 utterances.], tot_loss[loss=0.1, over 1464148.87 frames. utt_duration=1271 frames, utt_pad_proportion=0.05336, over 4614.62 utterances.], batch size: 17, lr: 4.98e-04
2022-11-23 13:56:35,523 INFO [train.py:818] (0/4) Epoch 11, batch 4300, loss[loss=0.1217, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005552, over 20.00 utterances.], tot_loss[loss=0.1022, over 1464581.27 frames. utt_duration=1283 frames, utt_pad_proportion=0.04902, over 4570.03 utterances.], batch size: 20, lr: 4.98e-04
2022-11-23 13:57:13,446 INFO [train.py:818] (0/4) Epoch 11, batch 4350, loss[loss=0.1459, over 7340.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009033, over 23.00 utterances.], tot_loss[loss=0.1057, over 1465568.60 frames. utt_duration=1281 frames, utt_pad_proportion=0.04717, over 4581.54 utterances.], batch size: 23, lr: 4.98e-04
2022-11-23 13:57:50,534 INFO [train.py:818] (0/4) Epoch 11, batch 4400, loss[loss=0.1258, over 7167.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009422, over 22.00 utterances.], tot_loss[loss=0.1083, over 1465269.61 frames. utt_duration=1268 frames, utt_pad_proportion=0.05454, over 4627.75 utterances.], batch size: 22, lr: 4.98e-04
2022-11-23 13:58:26,046 INFO [train.py:818] (0/4) Epoch 11, batch 4450, loss[loss=0.1405, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009981, over 17.00 utterances.], tot_loss[loss=0.111, over 1464610.47 frames. utt_duration=1273 frames, utt_pad_proportion=0.05284, over 4607.42 utterances.], batch size: 17, lr: 4.98e-04
2022-11-23 13:59:03,527 INFO [train.py:818] (0/4) Epoch 11, batch 4500, loss[loss=0.1362, over 7102.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006083, over 18.00 utterances.], tot_loss[loss=0.113, over 1465242.00 frames. utt_duration=1224 frames, utt_pad_proportion=0.06679, over 4795.53 utterances.], batch size: 18, lr: 4.97e-04
2022-11-23 13:59:39,720 INFO [train.py:818] (0/4) Epoch 11, batch 4550, loss[loss=0.09894, over 7295.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005956, over 20.00 utterances.], tot_loss[loss=0.1131, over 1465674.39 frames. utt_duration=1227 frames, utt_pad_proportion=0.06713, over 4785.64 utterances.], batch size: 20, lr: 4.97e-04
2022-11-23 14:00:16,471 INFO [train.py:818] (0/4) Epoch 11, batch 4600, loss[loss=0.1254, over 7171.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007569, over 17.00 utterances.], tot_loss[loss=0.1157, over 1464935.57 frames. utt_duration=1222 frames, utt_pad_proportion=0.06436, over 4802.97 utterances.], batch size: 17, lr: 4.97e-04
2022-11-23 14:00:53,224 INFO [train.py:818] (0/4) Epoch 11, batch 4650, loss[loss=0.1146, over 7210.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01688, over 24.00 utterances.], tot_loss[loss=0.1191, over 1463357.55 frames. utt_duration=1228 frames, utt_pad_proportion=0.0625, over 4773.32 utterances.], batch size: 24, lr: 4.97e-04
2022-11-23 14:01:29,830 INFO [train.py:818] (0/4) Epoch 11, batch 4700, loss[loss=0.07173, over 7191.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.00673, over 19.00 utterances.], tot_loss[loss=0.1201, over 1463738.73 frames. utt_duration=1222 frames, utt_pad_proportion=0.06528, over 4798.59 utterances.], batch size: 19, lr: 4.97e-04
2022-11-23 14:02:06,190 INFO [train.py:818] (0/4) Epoch 11, batch 4750, loss[loss=0.1199, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006894, over 19.00 utterances.], tot_loss[loss=0.1217, over 1463418.79 frames. utt_duration=1213 frames, utt_pad_proportion=0.06905, over 4831.63 utterances.], batch size: 19, lr: 4.97e-04
2022-11-23 14:02:43,797 INFO [train.py:818] (0/4) Epoch 11, batch 4800, loss[loss=0.1175, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007091, over 22.00 utterances.], tot_loss[loss=0.122, over 1465293.37 frames. utt_duration=1234 frames, utt_pad_proportion=0.06049, over 4754.69 utterances.], batch size: 22, lr: 4.97e-04
2022-11-23 14:03:19,961 INFO [train.py:818] (0/4) Epoch 11, batch 4850, loss[loss=0.1177, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.004832, over 19.00 utterances.], tot_loss[loss=0.1219, over 1465433.17 frames. utt_duration=1209 frames, utt_pad_proportion=0.06934, over 4853.59 utterances.], batch size: 19, lr: 4.96e-04
2022-11-23 14:03:56,310 INFO [train.py:818] (0/4) Epoch 11, batch 4900, loss[loss=0.1206, over 7451.00 frames. utt_duration=962.9 frames, utt_pad_proportion=0.06427, over 31.00 utterances.], tot_loss[loss=0.1223, over 1465298.01 frames. utt_duration=1199 frames, utt_pad_proportion=0.07291, over 4895.57 utterances.], batch size: 31, lr: 4.96e-04
2022-11-23 14:04:35,208 INFO [train.py:818] (0/4) Epoch 11, batch 4950, loss[loss=0.1064, over 7285.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.00559, over 19.00 utterances.], tot_loss[loss=0.1216, over 1466161.65 frames. utt_duration=1214 frames, utt_pad_proportion=0.07002, over 4837.75 utterances.], batch size: 19, lr: 4.96e-04
2022-11-23 14:05:12,200 INFO [train.py:818] (0/4) Epoch 11, batch 5000, loss[loss=0.09872, over 7354.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007381, over 23.00 utterances.], tot_loss[loss=0.1238, over 1466250.93 frames. utt_duration=1190 frames, utt_pad_proportion=0.07845, over 4934.44 utterances.], batch size: 23, lr: 4.96e-04
2022-11-23 14:05:50,447 INFO [train.py:818] (0/4) Epoch 11, batch 5050, loss[loss=0.1083, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005478, over 20.00 utterances.], tot_loss[loss=0.1219, over 1467432.44 frames. utt_duration=1201 frames, utt_pad_proportion=0.07526, over 4893.20 utterances.], batch size: 20, lr: 4.96e-04
2022-11-23 14:06:28,952 INFO [train.py:818] (0/4) Epoch 11, batch 5100, loss[loss=0.09835, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006735, over 20.00 utterances.], tot_loss[loss=0.122, over 1467964.57 frames. utt_duration=1174 frames, utt_pad_proportion=0.08485, over 5009.23 utterances.], batch size: 20, lr: 4.96e-04
2022-11-23 14:07:06,049 INFO [train.py:818] (0/4) Epoch 11, batch 5150, loss[loss=0.1611, over 7480.00 frames. utt_duration=789.1 frames, utt_pad_proportion=0.1043, over 38.00 utterances.], tot_loss[loss=0.1224, over 1467369.60 frames. utt_duration=1171 frames, utt_pad_proportion=0.08003, over 5019.64 utterances.], batch size: 38, lr: 4.96e-04
2022-11-23 14:07:44,530 INFO [train.py:818] (0/4) Epoch 11, batch 5200, loss[loss=0.07901, over 7199.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006479, over 18.00 utterances.], tot_loss[loss=0.1208, over 1467940.33 frames. utt_duration=1197 frames, utt_pad_proportion=0.07505, over 4912.65 utterances.], batch size: 18, lr: 4.96e-04
2022-11-23 14:08:19,415 INFO [train.py:818] (0/4) Epoch 11, batch 5250, loss[loss=0.1409, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006574, over 21.00 utterances.], tot_loss[loss=0.1204, over 1467106.88 frames. utt_duration=1210 frames, utt_pad_proportion=0.07262, over 4856.78 utterances.], batch size: 21, lr: 4.95e-04
2022-11-23 14:08:55,031 INFO [train.py:818] (0/4) Epoch 11, batch 5300, loss[loss=0.1614, over 7364.00 frames. utt_duration=434.6 frames, utt_pad_proportion=0.3123, over 68.00 utterances.], tot_loss[loss=0.1206, over 1466584.26 frames. utt_duration=1219 frames, utt_pad_proportion=0.07015, over 4819.00 utterances.], batch size: 68, lr: 4.95e-04
2022-11-23 14:09:34,020 INFO [train.py:818] (0/4) Epoch 11, batch 5350, loss[loss=0.1362, over 7314.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.005805, over 22.00 utterances.], tot_loss[loss=0.1215, over 1465973.21 frames. utt_duration=1249 frames, utt_pad_proportion=0.06093, over 4699.73 utterances.], batch size: 22, lr: 4.95e-04
2022-11-23 14:10:09,558 INFO [train.py:818] (0/4) Epoch 11, batch 5400, loss[loss=0.1096, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005687, over 18.00 utterances.], tot_loss[loss=0.1235, over 1466337.80 frames. utt_duration=1257 frames, utt_pad_proportion=0.05437, over 4670.44 utterances.], batch size: 18, lr: 4.95e-04
2022-11-23 14:10:46,057 INFO [train.py:818] (0/4) Epoch 11, batch 5450, loss[loss=0.1567, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006188, over 18.00 utterances.], tot_loss[loss=0.1232, over 1465441.92 frames. utt_duration=1247 frames, utt_pad_proportion=0.05511, over 4707.39 utterances.], batch size: 18, lr: 4.95e-04
2022-11-23 14:11:22,806 INFO [train.py:818] (0/4) Epoch 11, batch 5500, loss[loss=0.0882, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004392, over 19.00 utterances.], tot_loss[loss=0.1197, over 1466255.78 frames. utt_duration=1275 frames, utt_pad_proportion=0.04775, over 4604.19 utterances.], batch size: 19, lr: 4.95e-04
2022-11-23 14:11:59,796 INFO [train.py:818] (0/4) Epoch 11, batch 5550, loss[loss=0.176, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006324, over 21.00 utterances.], tot_loss[loss=0.121, over 1465908.58 frames. utt_duration=1247 frames, utt_pad_proportion=0.05771, over 4708.80 utterances.], batch size: 21, lr: 4.95e-04
2022-11-23 14:12:38,259 INFO [train.py:818] (0/4) Epoch 11, batch 5600, loss[loss=0.1159, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006216, over 21.00 utterances.], tot_loss[loss=0.1196, over 1465966.80 frames. utt_duration=1237 frames, utt_pad_proportion=0.06168, over 4744.88 utterances.], batch size: 21, lr: 4.95e-04
2022-11-23 14:13:15,139 INFO [train.py:818] (0/4) Epoch 11, batch 5650, loss[loss=0.1503, over 7409.00 frames. utt_duration=761.7 frames, utt_pad_proportion=0.1255, over 39.00 utterances.], tot_loss[loss=0.1192, over 1465345.06 frames. utt_duration=1224 frames, utt_pad_proportion=0.06422, over 4796.16 utterances.], batch size: 39, lr: 4.94e-04
2022-11-23 14:13:50,650 INFO [train.py:818] (0/4) Epoch 11, batch 5700, loss[loss=0.07601, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.005502, over 18.00 utterances.], tot_loss[loss=0.1196, over 1465634.57 frames. utt_duration=1235 frames, utt_pad_proportion=0.05796, over 4754.53 utterances.], batch size: 18, lr: 4.94e-04
2022-11-23 14:14:28,723 INFO [train.py:818] (0/4) Epoch 11, batch 5750, loss[loss=0.1047, over 7301.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03294, over 27.00 utterances.], tot_loss[loss=0.1199, over 1465624.72 frames. utt_duration=1229 frames, utt_pad_proportion=0.05664, over 4774.58 utterances.], batch size: 27, lr: 4.94e-04
2022-11-23 14:15:06,327 INFO [train.py:818] (0/4) Epoch 11, batch 5800, loss[loss=0.1523, over 7221.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02125, over 25.00 utterances.], tot_loss[loss=0.1204, over 1466273.46 frames. utt_duration=1185 frames, utt_pad_proportion=0.0725, over 4954.73 utterances.], batch size: 25, lr: 4.94e-04
2022-11-23 14:15:42,880 INFO [train.py:818] (0/4) Epoch 11, batch 5850, loss[loss=0.1574, over 7257.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03958, over 27.00 utterances.], tot_loss[loss=0.1227, over 1466527.97 frames. utt_duration=1201 frames, utt_pad_proportion=0.06834, over 4891.23 utterances.], batch size: 27, lr: 4.94e-04
2022-11-23 14:16:21,041 INFO [train.py:818] (0/4) Epoch 11, batch 5900, loss[loss=0.09037, over 7277.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.008271, over 20.00 utterances.], tot_loss[loss=0.1213, over 1466791.90 frames. utt_duration=1231 frames, utt_pad_proportion=0.05869, over 4770.21 utterances.], batch size: 20, lr: 4.94e-04
2022-11-23 14:16:56,431 INFO [train.py:818] (0/4) Epoch 11, batch 5950, loss[loss=0.1495, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005051, over 21.00 utterances.], tot_loss[loss=0.1206, over 1467080.49 frames. utt_duration=1245 frames, utt_pad_proportion=0.05404, over 4717.48 utterances.], batch size: 21, lr: 4.94e-04
2022-11-23 14:17:34,537 INFO [train.py:818] (0/4) Epoch 11, batch 6000, loss[loss=0.1426, over 7437.00 frames. utt_duration=439.1 frames, utt_pad_proportion=0.3041, over 68.00 utterances.], tot_loss[loss=0.1212, over 1468814.27 frames. utt_duration=1192 frames, utt_pad_proportion=0.07408, over 4933.76 utterances.], batch size: 68, lr: 4.93e-04
2022-11-23 14:17:34,538 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 14:17:54,612 INFO [train.py:847] (0/4) Epoch 11, validation: loss=0.05182, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 14:18:30,550 INFO [train.py:818] (0/4) Epoch 11, batch 6050, loss[loss=0.1064, over 7476.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005417, over 21.00 utterances.], tot_loss[loss=0.1216, over 1468167.60 frames. utt_duration=1182 frames, utt_pad_proportion=0.0799, over 4975.19 utterances.], batch size: 21, lr: 4.93e-04
2022-11-23 14:19:07,661 INFO [train.py:818] (0/4) Epoch 11, batch 6100, loss[loss=0.158, over 7475.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006967, over 20.00 utterances.], tot_loss[loss=0.1192, over 1467458.54 frames. utt_duration=1204 frames, utt_pad_proportion=0.07209, over 4882.58 utterances.], batch size: 20, lr: 4.93e-04
2022-11-23 14:19:46,250 INFO [train.py:818] (0/4) Epoch 11, batch 6150, loss[loss=0.1121, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005915, over 21.00 utterances.], tot_loss[loss=0.1187, over 1467053.49 frames. utt_duration=1216 frames, utt_pad_proportion=0.06952, over 4833.43 utterances.], batch size: 21, lr: 4.93e-04
2022-11-23 14:20:23,161 INFO [train.py:818] (0/4) Epoch 11, batch 6200, loss[loss=0.1381, over 7361.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.007106, over 23.00 utterances.], tot_loss[loss=0.119, over 1466395.39 frames. utt_duration=1202 frames, utt_pad_proportion=0.07083, over 4885.96 utterances.], batch size: 23, lr: 4.93e-04
2022-11-23 14:21:00,539 INFO [train.py:818] (0/4) Epoch 11, batch 6250, loss[loss=0.08976, over 7286.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.005727, over 19.00 utterances.], tot_loss[loss=0.1186, over 1465413.87 frames. utt_duration=1215 frames, utt_pad_proportion=0.06733, over 4829.33 utterances.], batch size: 19, lr: 4.93e-04
2022-11-23 14:21:37,752 INFO [train.py:818] (0/4) Epoch 11, batch 6300, loss[loss=0.09735, over 7453.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006228, over 18.00 utterances.], tot_loss[loss=0.1193, over 1466227.89 frames. utt_duration=1207 frames, utt_pad_proportion=0.07183, over 4866.96 utterances.], batch size: 18, lr: 4.93e-04
2022-11-23 14:22:13,572 INFO [train.py:818] (0/4) Epoch 11, batch 6350, loss[loss=0.1402, over 7236.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01499, over 24.00 utterances.], tot_loss[loss=0.1193, over 1466448.98 frames. utt_duration=1201 frames, utt_pad_proportion=0.07221, over 4890.75 utterances.], batch size: 24, lr: 4.93e-04
2022-11-23 14:22:52,278 INFO [train.py:818] (0/4) Epoch 11, batch 6400, loss[loss=0.17, over 7478.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02271, over 26.00 utterances.], tot_loss[loss=0.1187, over 1466767.08 frames. utt_duration=1196 frames, utt_pad_proportion=0.07556, over 4911.95 utterances.], batch size: 26, lr: 4.92e-04
2022-11-23 14:23:29,276 INFO [train.py:818] (0/4) Epoch 11, batch 6450, loss[loss=0.08859, over 7327.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.00583, over 18.00 utterances.], tot_loss[loss=0.1193, over 1466751.10 frames. utt_duration=1170 frames, utt_pad_proportion=0.08337, over 5020.20 utterances.], batch size: 18, lr: 4.92e-04
2022-11-23 14:24:07,131 INFO [train.py:818] (0/4) Epoch 11, batch 6500, loss[loss=0.08338, over 7373.00 frames. utt_duration=1554 frames, utt_pad_proportion=0.00596, over 19.00 utterances.], tot_loss[loss=0.1179, over 1466628.88 frames. utt_duration=1199 frames, utt_pad_proportion=0.07808, over 4899.58 utterances.], batch size: 19, lr: 4.92e-04
2022-11-23 14:24:44,263 INFO [train.py:818] (0/4) Epoch 11, batch 6550, loss[loss=0.1064, over 7324.00 frames. utt_duration=1725 frames, utt_pad_proportion=0.007146, over 17.00 utterances.], tot_loss[loss=0.118, over 1466808.05 frames. utt_duration=1190 frames, utt_pad_proportion=0.07761, over 4935.30 utterances.], batch size: 17, lr: 4.92e-04
2022-11-23 14:25:20,776 INFO [train.py:818] (0/4) Epoch 11, batch 6600, loss[loss=0.1373, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009039, over 18.00 utterances.], tot_loss[loss=0.1175, over 1467555.80 frames. utt_duration=1217 frames, utt_pad_proportion=0.06937, over 4829.24 utterances.], batch size: 18, lr: 4.92e-04
2022-11-23 14:25:57,941 INFO [train.py:818] (0/4) Epoch 11, batch 6650, loss[loss=0.09665, over 7194.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005866, over 18.00 utterances.], tot_loss[loss=0.1163, over 1466776.71 frames. utt_duration=1241 frames, utt_pad_proportion=0.06197, over 4735.24 utterances.], batch size: 18, lr: 4.92e-04
2022-11-23 14:26:36,081 INFO [train.py:818] (0/4) Epoch 11, batch 6700, loss[loss=0.1029, over 7414.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007754, over 22.00 utterances.], tot_loss[loss=0.1163, over 1466006.04 frames. utt_duration=1239 frames, utt_pad_proportion=0.06463, over 4739.65 utterances.], batch size: 22, lr: 4.92e-04
2022-11-23 14:27:11,818 INFO [train.py:818] (0/4) Epoch 11, batch 6750, loss[loss=0.1145, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006532, over 19.00 utterances.], tot_loss[loss=0.1152, over 1465537.20 frames. utt_duration=1272 frames, utt_pad_proportion=0.05445, over 4614.49 utterances.], batch size: 19, lr: 4.92e-04
2022-11-23 14:27:48,636 INFO [train.py:818] (0/4) Epoch 11, batch 6800, loss[loss=0.08671, over 7250.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.03547, over 16.00 utterances.], tot_loss[loss=0.1145, over 1465900.84 frames. utt_duration=1266 frames, utt_pad_proportion=0.05286, over 4638.64 utterances.], batch size: 16, lr: 4.91e-04
2022-11-23 14:28:24,398 INFO [train.py:818] (0/4) Epoch 11, batch 6850, loss[loss=0.1579, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007258, over 22.00 utterances.], tot_loss[loss=0.1154, over 1466153.76 frames. utt_duration=1277 frames, utt_pad_proportion=0.04777, over 4599.05 utterances.], batch size: 22, lr: 4.91e-04
2022-11-23 14:29:00,791 INFO [train.py:818] (0/4) Epoch 11, batch 6900, loss[loss=0.1405, over 7286.00 frames. utt_duration=973.2 frames, utt_pad_proportion=0.05786, over 30.00 utterances.], tot_loss[loss=0.1157, over 1465679.60 frames. utt_duration=1272 frames, utt_pad_proportion=0.05273, over 4615.89 utterances.], batch size: 30, lr: 4.91e-04
2022-11-23 14:29:39,087 INFO [train.py:818] (0/4) Epoch 11, batch 6950, loss[loss=0.1055, over 7204.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01647, over 24.00 utterances.], tot_loss[loss=0.1162, over 1466149.28 frames. utt_duration=1251 frames, utt_pad_proportion=0.05672, over 4693.85 utterances.], batch size: 24, lr: 4.91e-04
2022-11-23 14:30:16,244 INFO [train.py:818] (0/4) Epoch 11, batch 7000, loss[loss=0.1257, over 7408.00 frames. utt_duration=957.3 frames, utt_pad_proportion=0.07416, over 31.00 utterances.], tot_loss[loss=0.117, over 1465771.57 frames. utt_duration=1245 frames, utt_pad_proportion=0.05721, over 4714.39 utterances.], batch size: 31, lr: 4.91e-04
2022-11-23 14:30:52,374 INFO [train.py:818] (0/4) Epoch 11, batch 7050, loss[loss=0.1167, over 7279.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03855, over 27.00 utterances.], tot_loss[loss=0.1175, over 1466129.37 frames. utt_duration=1229 frames, utt_pad_proportion=0.06344, over 4777.65 utterances.], batch size: 27, lr: 4.91e-04
2022-11-23 14:31:00,092 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-96000.pt
2022-11-23 14:31:42,400 INFO [train.py:818] (0/4) Epoch 11, batch 7100, loss[loss=0.1934, over 7421.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006054, over 22.00 utterances.], tot_loss[loss=0.119, over 1466420.89 frames. utt_duration=1214 frames, utt_pad_proportion=0.06777, over 4837.75 utterances.], batch size: 22, lr: 4.91e-04
2022-11-23 14:32:17,793 INFO [train.py:818] (0/4) Epoch 11, batch 7150, loss[loss=0.07902, over 7238.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.0398, over 16.00 utterances.], tot_loss[loss=0.118, over 1465551.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.05808, over 4727.93 utterances.], batch size: 16, lr: 4.91e-04
2022-11-23 14:32:55,066 INFO [train.py:818] (0/4) Epoch 11, batch 7200, loss[loss=0.0934, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005972, over 20.00 utterances.], tot_loss[loss=0.1193, over 1465924.59 frames. utt_duration=1245 frames, utt_pad_proportion=0.05821, over 4715.27 utterances.], batch size: 20, lr: 4.90e-04
2022-11-23 14:33:32,588 INFO [train.py:818] (0/4) Epoch 11, batch 7250, loss[loss=0.1708, over 7488.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02249, over 26.00 utterances.], tot_loss[loss=0.1185, over 1466513.02 frames. utt_duration=1210 frames, utt_pad_proportion=0.06985, over 4852.66 utterances.], batch size: 26, lr: 4.90e-04
2022-11-23 14:34:08,769 INFO [train.py:818] (0/4) Epoch 11, batch 7300, loss[loss=0.107, over 7205.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.00548, over 19.00 utterances.], tot_loss[loss=0.1182, over 1466867.15 frames. utt_duration=1216 frames, utt_pad_proportion=0.07042, over 4833.01 utterances.], batch size: 19, lr: 4.90e-04
2022-11-23 14:34:46,977 INFO [train.py:818] (0/4) Epoch 11, batch 7350, loss[loss=0.09536, over 7371.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007264, over 21.00 utterances.], tot_loss[loss=0.1173, over 1466511.50 frames. utt_duration=1213 frames, utt_pad_proportion=0.07119, over 4841.82 utterances.], batch size: 21, lr: 4.90e-04
2022-11-23 14:35:25,291 INFO [train.py:818] (0/4) Epoch 11, batch 7400, loss[loss=0.08716, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008127, over 18.00 utterances.], tot_loss[loss=0.1163, over 1466352.38 frames. utt_duration=1191 frames, utt_pad_proportion=0.07966, over 4929.94 utterances.], batch size: 18, lr: 4.90e-04
2022-11-23 14:36:01,710 INFO [train.py:818] (0/4) Epoch 11, batch 7450, loss[loss=0.12, over 7476.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005417, over 21.00 utterances.], tot_loss[loss=0.1147, over 1466277.34 frames. utt_duration=1215 frames, utt_pad_proportion=0.06804, over 4832.47 utterances.], batch size: 21, lr: 4.90e-04
2022-11-23 14:36:39,776 INFO [train.py:818] (0/4) Epoch 11, batch 7500, loss[loss=0.08671, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006823, over 22.00 utterances.], tot_loss[loss=0.1139, over 1465093.01 frames. utt_duration=1242 frames, utt_pad_proportion=0.0615, over 4722.45 utterances.], batch size: 22, lr: 4.90e-04
2022-11-23 14:37:15,151 INFO [train.py:818] (0/4) Epoch 11, batch 7550, loss[loss=0.08921, over 7157.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01022, over 17.00 utterances.], tot_loss[loss=0.1145, over 1465354.91 frames. utt_duration=1256 frames, utt_pad_proportion=0.05717, over 4673.84 utterances.], batch size: 17, lr: 4.90e-04
2022-11-23 14:37:53,739 INFO [train.py:818] (0/4) Epoch 11, batch 7600, loss[loss=0.07613, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.008379, over 17.00 utterances.], tot_loss[loss=0.1158, over 1465234.25 frames. utt_duration=1217 frames, utt_pad_proportion=0.06949, over 4820.98 utterances.], batch size: 17, lr: 4.89e-04
2022-11-23 14:38:30,917 INFO [train.py:818] (0/4) Epoch 11, batch 7650, loss[loss=0.1101, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005879, over 21.00 utterances.], tot_loss[loss=0.116, over 1465343.16 frames. utt_duration=1206 frames, utt_pad_proportion=0.07489, over 4867.02 utterances.], batch size: 21, lr: 4.89e-04
2022-11-23 14:39:07,674 INFO [train.py:818] (0/4) Epoch 11, batch 7700, loss[loss=0.0893, over 7386.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005482, over 21.00 utterances.], tot_loss[loss=0.1168, over 1464865.58 frames. utt_duration=1187 frames, utt_pad_proportion=0.08042, over 4944.46 utterances.], batch size: 21, lr: 4.89e-04
2022-11-23 14:39:45,347 INFO [train.py:818] (0/4) Epoch 11, batch 7750, loss[loss=0.1916, over 7480.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004519, over 21.00 utterances.], tot_loss[loss=0.1188, over 1466179.01 frames. utt_duration=1162 frames, utt_pad_proportion=0.0905, over 5055.63 utterances.], batch size: 21, lr: 4.89e-04
2022-11-23 14:40:22,917 INFO [train.py:818] (0/4) Epoch 11, batch 7800, loss[loss=0.1176, over 7148.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.006802, over 17.00 utterances.], tot_loss[loss=0.1186, over 1465895.68 frames. utt_duration=1155 frames, utt_pad_proportion=0.09557, over 5085.49 utterances.], batch size: 17, lr: 4.89e-04
2022-11-23 14:40:59,830 INFO [train.py:818] (0/4) Epoch 11, batch 7850, loss[loss=0.09543, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006736, over 19.00 utterances.], tot_loss[loss=0.1177, over 1467725.23 frames. utt_duration=1149 frames, utt_pad_proportion=0.09385, over 5117.13 utterances.], batch size: 19, lr: 4.89e-04
2022-11-23 14:41:38,832 INFO [train.py:818] (0/4) Epoch 11, batch 7900, loss[loss=0.1219, over 7491.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01209, over 24.00 utterances.], tot_loss[loss=0.1185, over 1467544.42 frames. utt_duration=1164 frames, utt_pad_proportion=0.08746, over 5047.57 utterances.], batch size: 24, lr: 4.89e-04
2022-11-23 14:42:15,928 INFO [train.py:818] (0/4) Epoch 11, batch 7950, loss[loss=0.1325, over 7287.00 frames. utt_duration=973 frames, utt_pad_proportion=0.05805, over 30.00 utterances.], tot_loss[loss=0.1177, over 1468421.77 frames. utt_duration=1181 frames, utt_pad_proportion=0.08399, over 4980.91 utterances.], batch size: 30, lr: 4.89e-04
2022-11-23 14:42:54,134 INFO [train.py:818] (0/4) Epoch 11, batch 8000, loss[loss=0.1404, over 7300.00 frames. utt_duration=1827 frames, utt_pad_proportion=0.02946, over 16.00 utterances.], tot_loss[loss=0.1169, over 1467736.49 frames. utt_duration=1201 frames, utt_pad_proportion=0.08266, over 4895.23 utterances.], batch size: 16, lr: 4.88e-04
2022-11-23 14:43:30,875 INFO [train.py:818] (0/4) Epoch 11, batch 8050, loss[loss=0.1511, over 7177.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008145, over 22.00 utterances.], tot_loss[loss=0.117, over 1466929.65 frames. utt_duration=1206 frames, utt_pad_proportion=0.08035, over 4869.61 utterances.], batch size: 22, lr: 4.88e-04
2022-11-23 14:44:07,400 INFO [train.py:818] (0/4) Epoch 11, batch 8100, loss[loss=0.1194, over 7227.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03105, over 16.00 utterances.], tot_loss[loss=0.1169, over 1467017.25 frames. utt_duration=1219 frames, utt_pad_proportion=0.07372, over 4819.60 utterances.], batch size: 16, lr: 4.88e-04
2022-11-23 14:44:45,012 INFO [train.py:818] (0/4) Epoch 11, batch 8150, loss[loss=0.1693, over 7227.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.01628, over 25.00 utterances.], tot_loss[loss=0.1176, over 1466346.26 frames. utt_duration=1238 frames, utt_pad_proportion=0.06613, over 4743.04 utterances.], batch size: 25, lr: 4.88e-04
2022-11-23 14:45:22,460 INFO [train.py:818] (0/4) Epoch 11, batch 8200, loss[loss=0.08411, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007207, over 18.00 utterances.], tot_loss[loss=0.1184, over 1466110.48 frames. utt_duration=1210 frames, utt_pad_proportion=0.07197, over 4853.68 utterances.], batch size: 18, lr: 4.88e-04
2022-11-23 14:45:58,672 INFO [train.py:818] (0/4) Epoch 11, batch 8250, loss[loss=0.09931, over 7293.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.0101, over 18.00 utterances.], tot_loss[loss=0.1179, over 1465972.84 frames. utt_duration=1203 frames, utt_pad_proportion=0.07842, over 4880.83 utterances.], batch size: 18, lr: 4.88e-04
2022-11-23 14:46:36,539 INFO [train.py:818] (0/4) Epoch 11, batch 8300, loss[loss=0.07582, over 7300.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009894, over 17.00 utterances.], tot_loss[loss=0.1171, over 1466006.78 frames. utt_duration=1205 frames, utt_pad_proportion=0.07574, over 4873.60 utterances.], batch size: 17, lr: 4.88e-04
2022-11-23 14:47:12,321 INFO [train.py:818] (0/4) Epoch 11, batch 8350, loss[loss=0.1111, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004981, over 21.00 utterances.], tot_loss[loss=0.1163, over 1466276.95 frames. utt_duration=1212 frames, utt_pad_proportion=0.07002, over 4846.56 utterances.], batch size: 21, lr: 4.87e-04
2022-11-23 14:47:49,104 INFO [train.py:818] (0/4) Epoch 11, batch 8400, loss[loss=0.1564, over 7283.00 frames. utt_duration=972.3 frames, utt_pad_proportion=0.05964, over 30.00 utterances.], tot_loss[loss=0.1181, over 1467128.81 frames. utt_duration=1190 frames, utt_pad_proportion=0.07437, over 4937.18 utterances.], batch size: 30, lr: 4.87e-04
2022-11-23 14:48:28,003 INFO [train.py:818] (0/4) Epoch 11, batch 8450, loss[loss=0.1078, over 7236.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01495, over 24.00 utterances.], tot_loss[loss=0.1176, over 1466539.20 frames. utt_duration=1198 frames, utt_pad_proportion=0.07137, over 4902.61 utterances.], batch size: 24, lr: 4.87e-04
2022-11-23 14:49:03,571 INFO [train.py:818] (0/4) Epoch 11, batch 8500, loss[loss=0.1153, over 7350.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008655, over 23.00 utterances.], tot_loss[loss=0.1176, over 1466735.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06073, over 4769.55 utterances.], batch size: 23, lr: 4.87e-04
2022-11-23 14:49:39,768 INFO [train.py:818] (0/4) Epoch 11, batch 8550, loss[loss=0.1011, over 7395.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005276, over 20.00 utterances.], tot_loss[loss=0.1165, over 1467099.31 frames. utt_duration=1214 frames, utt_pad_proportion=0.06566, over 4838.62 utterances.], batch size: 20, lr: 4.87e-04
2022-11-23 14:50:18,077 INFO [train.py:818] (0/4) Epoch 11, batch 8600, loss[loss=0.0805, over 7430.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.00982, over 18.00 utterances.], tot_loss[loss=0.1156, over 1466338.19 frames. utt_duration=1229 frames, utt_pad_proportion=0.06443, over 4776.67 utterances.], batch size: 18, lr: 4.87e-04
2022-11-23 14:50:54,826 INFO [train.py:818] (0/4) Epoch 11, batch 8650, loss[loss=0.1607, over 7342.00 frames. utt_duration=398.3 frames, utt_pad_proportion=0.3727, over 74.00 utterances.], tot_loss[loss=0.1161, over 1466285.86 frames. utt_duration=1225 frames, utt_pad_proportion=0.06742, over 4795.18 utterances.], batch size: 74, lr: 4.87e-04
2022-11-23 14:51:29,917 INFO [train.py:818] (0/4) Epoch 11, batch 8700, loss[loss=0.1299, over 7330.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03086, over 27.00 utterances.], tot_loss[loss=0.1166, over 1466390.01 frames. utt_duration=1244 frames, utt_pad_proportion=0.06225, over 4719.05 utterances.], batch size: 27, lr: 4.87e-04
2022-11-23 14:52:05,130 INFO [train.py:818] (0/4) Epoch 11, batch 8750, loss[loss=0.1055, over 7204.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005687, over 19.00 utterances.], tot_loss[loss=0.1154, over 1466581.60 frames. utt_duration=1244 frames, utt_pad_proportion=0.06262, over 4721.95 utterances.], batch size: 19, lr: 4.87e-04
2022-11-23 14:52:41,577 INFO [train.py:818] (0/4) Epoch 11, batch 8800, loss[loss=0.0951, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006331, over 20.00 utterances.], tot_loss[loss=0.1146, over 1466708.43 frames. utt_duration=1213 frames, utt_pad_proportion=0.07142, over 4841.23 utterances.], batch size: 20, lr: 4.86e-04
2022-11-23 14:53:17,253 INFO [train.py:818] (0/4) Epoch 11, batch 8850, loss[loss=0.1434, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005773, over 20.00 utterances.], tot_loss[loss=0.1147, over 1467214.12 frames. utt_duration=1196 frames, utt_pad_proportion=0.07409, over 4913.43 utterances.], batch size: 20, lr: 4.86e-04
2022-11-23 14:53:56,487 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-11.pt
2022-11-23 14:54:39,800 INFO [train.py:818] (0/4) Epoch 12, batch 0, loss[loss=0.09292, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004951, over 21.00 utterances.], tot_loss[loss=0.09292, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004951, over 21.00 utterances.], batch size: 21, lr: 4.69e-04
2022-11-23 14:55:16,183 INFO [train.py:818] (0/4) Epoch 12, batch 50, loss[loss=0.1038, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007231, over 22.00 utterances.], tot_loss[loss=0.1039, over 331610.07 frames. utt_duration=1175 frames, utt_pad_proportion=0.07882, over 1129.89 utterances.], batch size: 22, lr: 4.69e-04
2022-11-23 14:55:54,478 INFO [train.py:818] (0/4) Epoch 12, batch 100, loss[loss=0.1292, over 7424.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.006217, over 22.00 utterances.], tot_loss[loss=0.0974, over 582780.72 frames. utt_duration=1243 frames, utt_pad_proportion=0.05397, over 1878.29 utterances.], batch size: 22, lr: 4.69e-04
2022-11-23 14:56:30,676 INFO [train.py:818] (0/4) Epoch 12, batch 150, loss[loss=0.08685, over 7428.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005117, over 22.00 utterances.], tot_loss[loss=0.09591, over 778741.32 frames. utt_duration=1286 frames, utt_pad_proportion=0.04797, over 2425.29 utterances.], batch size: 22, lr: 4.69e-04
2022-11-23 14:57:06,525 INFO [train.py:818] (0/4) Epoch 12, batch 200, loss[loss=0.05957, over 7458.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006491, over 18.00 utterances.], tot_loss[loss=0.09509, over 930580.35 frames. utt_duration=1330 frames, utt_pad_proportion=0.03697, over 2801.52 utterances.], batch size: 18, lr: 4.69e-04
2022-11-23 14:57:43,661 INFO [train.py:818] (0/4) Epoch 12, batch 250, loss[loss=0.08388, over 7206.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005173, over 19.00 utterances.], tot_loss[loss=0.09508, over 1048577.83 frames. utt_duration=1318 frames, utt_pad_proportion=0.04244, over 3186.24 utterances.], batch size: 19, lr: 4.68e-04
2022-11-23 14:58:19,665 INFO [train.py:818] (0/4) Epoch 12, batch 300, loss[loss=0.09941, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006768, over 21.00 utterances.], tot_loss[loss=0.09578, over 1139496.10 frames. utt_duration=1329 frames, utt_pad_proportion=0.03608, over 3433.41 utterances.], batch size: 21, lr: 4.68e-04
2022-11-23 14:58:55,693 INFO [train.py:818] (0/4) Epoch 12, batch 350, loss[loss=0.06178, over 7365.00 frames. utt_duration=1404 frames, utt_pad_proportion=0.008172, over 21.00 utterances.], tot_loss[loss=0.09575, over 1212167.12 frames. utt_duration=1302 frames, utt_pad_proportion=0.04578, over 3727.91 utterances.], batch size: 21, lr: 4.68e-04
2022-11-23 14:59:33,239 INFO [train.py:818] (0/4) Epoch 12, batch 400, loss[loss=0.07372, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009395, over 17.00 utterances.], tot_loss[loss=0.09422, over 1266635.02 frames. utt_duration=1319 frames, utt_pad_proportion=0.03971, over 3845.38 utterances.], batch size: 17, lr: 4.68e-04
2022-11-23 15:00:09,319 INFO [train.py:818] (0/4) Epoch 12, batch 450, loss[loss=0.1488, over 7399.00 frames. utt_duration=424.2 frames, utt_pad_proportion=0.3351, over 70.00 utterances.], tot_loss[loss=0.09418, over 1310488.55 frames. utt_duration=1293 frames, utt_pad_proportion=0.04947, over 4057.43 utterances.], batch size: 70, lr: 4.68e-04
2022-11-23 15:00:44,940 INFO [train.py:818] (0/4) Epoch 12, batch 500, loss[loss=0.0864, over 7263.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.02948, over 16.00 utterances.], tot_loss[loss=0.09188, over 1344882.75 frames. utt_duration=1288 frames, utt_pad_proportion=0.04858, over 4181.41 utterances.], batch size: 16, lr: 4.68e-04
2022-11-23 15:01:22,048 INFO [train.py:818] (0/4) Epoch 12, batch 550, loss[loss=0.0853, over 7296.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005109, over 20.00 utterances.], tot_loss[loss=0.09187, over 1371308.92 frames. utt_duration=1297 frames, utt_pad_proportion=0.04834, over 4235.13 utterances.], batch size: 20, lr: 4.68e-04
2022-11-23 15:01:58,139 INFO [train.py:818] (0/4) Epoch 12, batch 600, loss[loss=0.08675, over 7419.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.004723, over 22.00 utterances.], tot_loss[loss=0.09159, over 1390954.90 frames. utt_duration=1294 frames, utt_pad_proportion=0.05011, over 4304.49 utterances.], batch size: 22, lr: 4.68e-04
2022-11-23 15:02:33,729 INFO [train.py:818] (0/4) Epoch 12, batch 650, loss[loss=0.07442, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005586, over 21.00 utterances.], tot_loss[loss=0.09224, over 1407293.68 frames. utt_duration=1247 frames, utt_pad_proportion=0.06209, over 4518.66 utterances.], batch size: 21, lr: 4.67e-04
2022-11-23 15:03:10,908 INFO [train.py:818] (0/4) Epoch 12, batch 700, loss[loss=0.07944, over 7483.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004353, over 21.00 utterances.], tot_loss[loss=0.09199, over 1419539.62 frames. utt_duration=1245 frames, utt_pad_proportion=0.0639, over 4566.91 utterances.], batch size: 21, lr: 4.67e-04
2022-11-23 15:03:47,352 INFO [train.py:818] (0/4) Epoch 12, batch 750, loss[loss=0.1117, over 7386.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005213, over 21.00 utterances.], tot_loss[loss=0.09231, over 1428896.96 frames. utt_duration=1266 frames, utt_pad_proportion=0.05502, over 4521.74 utterances.], batch size: 21, lr: 4.67e-04
2022-11-23 15:04:24,004 INFO [train.py:818] (0/4) Epoch 12, batch 800, loss[loss=0.1323, over 7487.00 frames. utt_duration=967.5 frames, utt_pad_proportion=0.06063, over 31.00 utterances.], tot_loss[loss=0.09157, over 1437259.83 frames. utt_duration=1263 frames, utt_pad_proportion=0.05266, over 4556.67 utterances.], batch size: 31, lr: 4.67e-04
2022-11-23 15:05:00,695 INFO [train.py:818] (0/4) Epoch 12, batch 850, loss[loss=0.0933, over 7277.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007528, over 21.00 utterances.], tot_loss[loss=0.0921, over 1443612.62 frames. utt_duration=1279 frames, utt_pad_proportion=0.04797, over 4520.28 utterances.], batch size: 21, lr: 4.67e-04
2022-11-23 15:05:36,629 INFO [train.py:818] (0/4) Epoch 12, batch 900, loss[loss=0.08162, over 7486.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007287, over 19.00 utterances.], tot_loss[loss=0.09226, over 1448409.10 frames. utt_duration=1267 frames, utt_pad_proportion=0.05144, over 4579.10 utterances.], batch size: 19, lr: 4.67e-04
2022-11-23 15:06:12,788 INFO [train.py:818] (0/4) Epoch 12, batch 950, loss[loss=0.05765, over 7238.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.03574, over 16.00 utterances.], tot_loss[loss=0.09265, over 1451840.27 frames. utt_duration=1263 frames, utt_pad_proportion=0.05425, over 4602.66 utterances.], batch size: 16, lr: 4.67e-04
2022-11-23 15:06:49,368 INFO [train.py:818] (0/4) Epoch 12, batch 1000, loss[loss=0.1063, over 7253.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01264, over 24.00 utterances.], tot_loss[loss=0.0936, over 1454559.50 frames. utt_duration=1270 frames, utt_pad_proportion=0.05163, over 4585.19 utterances.], batch size: 24, lr: 4.67e-04
2022-11-23 15:07:25,043 INFO [train.py:818] (0/4) Epoch 12, batch 1050, loss[loss=0.06887, over 7179.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008553, over 22.00 utterances.], tot_loss[loss=0.09416, over 1457346.26 frames. utt_duration=1260 frames, utt_pad_proportion=0.05339, over 4632.67 utterances.], batch size: 22, lr: 4.67e-04
2022-11-23 15:08:02,381 INFO [train.py:818] (0/4) Epoch 12, batch 1100, loss[loss=0.08199, over 7304.00 frames. utt_duration=750.4 frames, utt_pad_proportion=0.1482, over 39.00 utterances.], tot_loss[loss=0.09379, over 1460125.70 frames. utt_duration=1279 frames, utt_pad_proportion=0.04672, over 4572.37 utterances.], batch size: 39, lr: 4.66e-04
2022-11-23 15:08:39,314 INFO [train.py:818] (0/4) Epoch 12, batch 1150, loss[loss=0.05954, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006247, over 19.00 utterances.], tot_loss[loss=0.0927, over 1460102.91 frames. utt_duration=1301 frames, utt_pad_proportion=0.04051, over 4492.70 utterances.], batch size: 19, lr: 4.66e-04
2022-11-23 15:09:15,710 INFO [train.py:818] (0/4) Epoch 12, batch 1200, loss[loss=0.1021, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006413, over 21.00 utterances.], tot_loss[loss=0.09417, over 1462541.61 frames. utt_duration=1306 frames, utt_pad_proportion=0.04094, over 4483.66 utterances.], batch size: 21, lr: 4.66e-04
2022-11-23 15:09:53,195 INFO [train.py:818] (0/4) Epoch 12, batch 1250, loss[loss=0.078, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006983, over 21.00 utterances.], tot_loss[loss=0.09521, over 1462645.24 frames. utt_duration=1293 frames, utt_pad_proportion=0.04555, over 4530.17 utterances.], batch size: 21, lr: 4.66e-04
2022-11-23 15:10:30,808 INFO [train.py:818] (0/4) Epoch 12, batch 1300, loss[loss=0.1054, over 7171.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007944, over 17.00 utterances.], tot_loss[loss=0.09539, over 1461673.93 frames. utt_duration=1308 frames, utt_pad_proportion=0.04522, over 4475.43 utterances.], batch size: 17, lr: 4.66e-04
2022-11-23 15:11:06,686 INFO [train.py:818] (0/4) Epoch 12, batch 1350, loss[loss=0.09271, over 7109.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.00507, over 18.00 utterances.], tot_loss[loss=0.09524, over 1462732.18 frames. utt_duration=1291 frames, utt_pad_proportion=0.05137, over 4537.47 utterances.], batch size: 18, lr: 4.66e-04
2022-11-23 15:11:44,250 INFO [train.py:818] (0/4) Epoch 12, batch 1400, loss[loss=0.07379, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005452, over 18.00 utterances.], tot_loss[loss=0.09528, over 1463031.19 frames. utt_duration=1275 frames, utt_pad_proportion=0.05441, over 4594.31 utterances.], batch size: 18, lr: 4.66e-04
2022-11-23 15:12:20,186 INFO [train.py:818] (0/4) Epoch 12, batch 1450, loss[loss=0.1016, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00565, over 21.00 utterances.], tot_loss[loss=0.09672, over 1462956.10 frames. utt_duration=1275 frames, utt_pad_proportion=0.05188, over 4596.71 utterances.], batch size: 21, lr: 4.66e-04
2022-11-23 15:12:56,487 INFO [train.py:818] (0/4) Epoch 12, batch 1500, loss[loss=0.09983, over 7288.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.006234, over 19.00 utterances.], tot_loss[loss=0.09631, over 1461883.44 frames. utt_duration=1296 frames, utt_pad_proportion=0.04519, over 4518.85 utterances.], batch size: 19, lr: 4.65e-04
2022-11-23 15:13:33,197 INFO [train.py:818] (0/4) Epoch 12, batch 1550, loss[loss=0.1077, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006369, over 20.00 utterances.], tot_loss[loss=0.09652, over 1462589.82 frames. utt_duration=1292 frames, utt_pad_proportion=0.047, over 4533.92 utterances.], batch size: 20, lr: 4.65e-04
2022-11-23 15:14:10,213 INFO [train.py:818] (0/4) Epoch 12, batch 1600, loss[loss=0.09587, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005141, over 20.00 utterances.], tot_loss[loss=0.09511, over 1462307.60 frames. utt_duration=1303 frames, utt_pad_proportion=0.04408, over 4493.95 utterances.], batch size: 20, lr: 4.65e-04
2022-11-23 15:14:47,441 INFO [train.py:818] (0/4) Epoch 12, batch 1650, loss[loss=0.1059, over 7276.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006208, over 21.00 utterances.], tot_loss[loss=0.09498, over 1463337.50 frames. utt_duration=1304 frames, utt_pad_proportion=0.04464, over 4493.39 utterances.], batch size: 21, lr: 4.65e-04
2022-11-23 15:15:23,656 INFO [train.py:818] (0/4) Epoch 12, batch 1700, loss[loss=0.07513, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.004943, over 21.00 utterances.], tot_loss[loss=0.09364, over 1463689.21 frames. utt_duration=1298 frames, utt_pad_proportion=0.04742, over 4515.17 utterances.], batch size: 21, lr: 4.65e-04
2022-11-23 15:16:00,582 INFO [train.py:818] (0/4) Epoch 12, batch 1750, loss[loss=0.07536, over 7481.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01281, over 24.00 utterances.], tot_loss[loss=0.09293, over 1464381.15 frames. utt_duration=1323 frames, utt_pad_proportion=0.0412, over 4431.95 utterances.], batch size: 24, lr: 4.65e-04
2022-11-23 15:16:37,857 INFO [train.py:818] (0/4) Epoch 12, batch 1800, loss[loss=0.08189, over 7344.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009826, over 23.00 utterances.], tot_loss[loss=0.09249, over 1466671.39 frames. utt_duration=1319 frames, utt_pad_proportion=0.04435, over 4451.26 utterances.], batch size: 23, lr: 4.65e-04
2022-11-23 15:17:14,776 INFO [train.py:818] (0/4) Epoch 12, batch 1850, loss[loss=0.0962, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007164, over 18.00 utterances.], tot_loss[loss=0.09298, over 1466605.86 frames. utt_duration=1284 frames, utt_pad_proportion=0.05758, over 4573.23 utterances.], batch size: 18, lr: 4.65e-04
2022-11-23 15:17:50,934 INFO [train.py:818] (0/4) Epoch 12, batch 1900, loss[loss=0.07289, over 7381.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00602, over 21.00 utterances.], tot_loss[loss=0.09306, over 1466756.90 frames. utt_duration=1296 frames, utt_pad_proportion=0.05148, over 4532.14 utterances.], batch size: 21, lr: 4.65e-04
2022-11-23 15:18:28,103 INFO [train.py:818] (0/4) Epoch 12, batch 1950, loss[loss=0.1389, over 7426.00 frames. utt_duration=451.3 frames, utt_pad_proportion=0.2871, over 66.00 utterances.], tot_loss[loss=0.09345, over 1466623.92 frames. utt_duration=1266 frames, utt_pad_proportion=0.05908, over 4638.54 utterances.], batch size: 66, lr: 4.64e-04
2022-11-23 15:19:04,788 INFO [train.py:818] (0/4) Epoch 12, batch 2000, loss[loss=0.07867, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007079, over 21.00 utterances.], tot_loss[loss=0.0949, over 1466482.91 frames. utt_duration=1284 frames, utt_pad_proportion=0.05033, over 4575.36 utterances.], batch size: 21, lr: 4.64e-04
2022-11-23 15:19:40,315 INFO [train.py:818] (0/4) Epoch 12, batch 2050, loss[loss=0.1298, over 7254.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01221, over 24.00 utterances.], tot_loss[loss=0.0936, over 1466193.75 frames. utt_duration=1295 frames, utt_pad_proportion=0.04849, over 4532.82 utterances.], batch size: 24, lr: 4.64e-04
2022-11-23 15:20:17,675 INFO [train.py:818] (0/4) Epoch 12, batch 2100, loss[loss=0.1057, over 7468.00 frames. utt_duration=422.2 frames, utt_pad_proportion=0.3382, over 71.00 utterances.], tot_loss[loss=0.09448, over 1466196.81 frames. utt_duration=1266 frames, utt_pad_proportion=0.05548, over 4638.03 utterances.], batch size: 71, lr: 4.64e-04
2022-11-23 15:20:54,159 INFO [train.py:818] (0/4) Epoch 12, batch 2150, loss[loss=0.06849, over 7378.00 frames. utt_duration=758.2 frames, utt_pad_proportion=0.1364, over 39.00 utterances.], tot_loss[loss=0.09392, over 1464300.94 frames. utt_duration=1285 frames, utt_pad_proportion=0.04844, over 4564.48 utterances.], batch size: 39, lr: 4.64e-04
2022-11-23 15:21:30,109 INFO [train.py:818] (0/4) Epoch 12, batch 2200, loss[loss=0.09963, over 7473.00 frames. utt_duration=965.9 frames, utt_pad_proportion=0.06402, over 31.00 utterances.], tot_loss[loss=0.09337, over 1464662.88 frames. utt_duration=1279 frames, utt_pad_proportion=0.05058, over 4587.18 utterances.], batch size: 31, lr: 4.64e-04
2022-11-23 15:22:07,921 INFO [train.py:818] (0/4) Epoch 12, batch 2250, loss[loss=0.08849, over 7171.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008149, over 21.00 utterances.], tot_loss[loss=0.09452, over 1464061.91 frames. utt_duration=1268 frames, utt_pad_proportion=0.05337, over 4623.16 utterances.], batch size: 21, lr: 4.64e-04
2022-11-23 15:22:45,661 INFO [train.py:818] (0/4) Epoch 12, batch 2300, loss[loss=0.09631, over 7245.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.01993, over 25.00 utterances.], tot_loss[loss=0.0953, over 1465045.20 frames. utt_duration=1243 frames, utt_pad_proportion=0.05892, over 4720.95 utterances.], batch size: 25, lr: 4.64e-04
2022-11-23 15:23:20,975 INFO [train.py:818] (0/4) Epoch 12, batch 2350, loss[loss=0.08658, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004914, over 20.00 utterances.], tot_loss[loss=0.09418, over 1465362.98 frames. utt_duration=1276 frames, utt_pad_proportion=0.05015, over 4598.64 utterances.], batch size: 20, lr: 4.63e-04
2022-11-23 15:23:58,477 INFO [train.py:818] (0/4) Epoch 12, batch 2400, loss[loss=0.0859, over 7436.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.01329, over 17.00 utterances.], tot_loss[loss=0.09496, over 1466536.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.06364, over 4744.95 utterances.], batch size: 17, lr: 4.63e-04
2022-11-23 15:24:35,531 INFO [train.py:818] (0/4) Epoch 12, batch 2450, loss[loss=0.0671, over 7378.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005284, over 21.00 utterances.], tot_loss[loss=0.09446, over 1465951.96 frames. utt_duration=1244 frames, utt_pad_proportion=0.0651, over 4717.95 utterances.], batch size: 21, lr: 4.63e-04
2022-11-23 15:25:11,118 INFO [train.py:818] (0/4) Epoch 12, batch 2500, loss[loss=0.1047, over 7479.00 frames. utt_duration=768.6 frames, utt_pad_proportion=0.1256, over 39.00 utterances.], tot_loss[loss=0.09455, over 1465306.99 frames. utt_duration=1265 frames, utt_pad_proportion=0.05633, over 4638.26 utterances.], batch size: 39, lr: 4.63e-04
2022-11-23 15:25:47,747 INFO [train.py:818] (0/4) Epoch 12, batch 2550, loss[loss=0.06856, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006268, over 19.00 utterances.], tot_loss[loss=0.09479, over 1465768.79 frames. utt_duration=1268 frames, utt_pad_proportion=0.05506, over 4628.71 utterances.], batch size: 19, lr: 4.63e-04
2022-11-23 15:26:24,704 INFO [train.py:818] (0/4) Epoch 12, batch 2600, loss[loss=0.1046, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006803, over 21.00 utterances.], tot_loss[loss=0.09473, over 1466031.90 frames. utt_duration=1226 frames, utt_pad_proportion=0.0678, over 4789.31 utterances.], batch size: 21, lr: 4.63e-04
2022-11-23 15:27:00,603 INFO [train.py:818] (0/4) Epoch 12, batch 2650, loss[loss=0.1308, over 7203.00 frames. utt_duration=1202 frames, utt_pad_proportion=0.01867, over 24.00 utterances.], tot_loss[loss=0.09547, over 1464839.13 frames. utt_duration=1253 frames, utt_pad_proportion=0.05856, over 4681.00 utterances.], batch size: 24, lr: 4.63e-04
2022-11-23 15:27:37,260 INFO [train.py:818] (0/4) Epoch 12, batch 2700, loss[loss=0.09822, over 7386.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.004946, over 20.00 utterances.], tot_loss[loss=0.09391, over 1465465.68 frames. utt_duration=1253 frames, utt_pad_proportion=0.05825, over 4685.39 utterances.], batch size: 20, lr: 4.63e-04
2022-11-23 15:28:13,425 INFO [train.py:818] (0/4) Epoch 12, batch 2750, loss[loss=0.05731, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005546, over 19.00 utterances.], tot_loss[loss=0.09324, over 1464773.25 frames. utt_duration=1243 frames, utt_pad_proportion=0.06149, over 4720.99 utterances.], batch size: 19, lr: 4.63e-04
2022-11-23 15:28:50,926 INFO [train.py:818] (0/4) Epoch 12, batch 2800, loss[loss=0.07938, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006756, over 22.00 utterances.], tot_loss[loss=0.09319, over 1465383.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.06063, over 4720.44 utterances.], batch size: 22, lr: 4.62e-04
2022-11-23 15:29:28,477 INFO [train.py:818] (0/4) Epoch 12, batch 2850, loss[loss=0.1343, over 7353.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007482, over 23.00 utterances.], tot_loss[loss=0.09418, over 1466235.73 frames. utt_duration=1224 frames, utt_pad_proportion=0.06633, over 4797.09 utterances.], batch size: 23, lr: 4.62e-04
2022-11-23 15:30:04,672 INFO [train.py:818] (0/4) Epoch 12, batch 2900, loss[loss=0.08214, over 7412.00 frames. utt_duration=957.8 frames, utt_pad_proportion=0.07006, over 31.00 utterances.], tot_loss[loss=0.09348, over 1466558.83 frames. utt_duration=1243 frames, utt_pad_proportion=0.05794, over 4724.44 utterances.], batch size: 31, lr: 4.62e-04
2022-11-23 15:30:41,177 INFO [train.py:818] (0/4) Epoch 12, batch 2950, loss[loss=0.06541, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005387, over 20.00 utterances.], tot_loss[loss=0.09246, over 1466525.94 frames. utt_duration=1260 frames, utt_pad_proportion=0.05425, over 4660.78 utterances.], batch size: 20, lr: 4.62e-04
2022-11-23 15:31:18,672 INFO [train.py:818] (0/4) Epoch 12, batch 3000, loss[loss=0.0944, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004316, over 20.00 utterances.], tot_loss[loss=0.09268, over 1465901.60 frames. utt_duration=1238 frames, utt_pad_proportion=0.06168, over 4742.78 utterances.], batch size: 20, lr: 4.62e-04
2022-11-23 15:31:18,673 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 15:31:38,677 INFO [train.py:847] (0/4) Epoch 12, validation: loss=0.05558, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 15:32:15,362 INFO [train.py:818] (0/4) Epoch 12, batch 3050, loss[loss=0.1053, over 7452.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006724, over 18.00 utterances.], tot_loss[loss=0.09325, over 1466070.95 frames. utt_duration=1239 frames, utt_pad_proportion=0.058, over 4738.59 utterances.], batch size: 18, lr: 4.62e-04
2022-11-23 15:32:52,327 INFO [train.py:818] (0/4) Epoch 12, batch 3100, loss[loss=0.103, over 7351.00 frames. utt_duration=775.2 frames, utt_pad_proportion=0.1089, over 38.00 utterances.], tot_loss[loss=0.0929, over 1465956.68 frames. utt_duration=1232 frames, utt_pad_proportion=0.06267, over 4766.35 utterances.], batch size: 38, lr: 4.62e-04
2022-11-23 15:33:27,874 INFO [train.py:818] (0/4) Epoch 12, batch 3150, loss[loss=0.08334, over 7227.00 frames. utt_duration=1072 frames, utt_pad_proportion=0.0367, over 27.00 utterances.], tot_loss[loss=0.09237, over 1465084.87 frames. utt_duration=1246 frames, utt_pad_proportion=0.05423, over 4709.02 utterances.], batch size: 27, lr: 4.62e-04
2022-11-23 15:34:05,591 INFO [train.py:818] (0/4) Epoch 12, batch 3200, loss[loss=0.1784, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005662, over 21.00 utterances.], tot_loss[loss=0.09242, over 1466183.26 frames. utt_duration=1249 frames, utt_pad_proportion=0.05529, over 4702.14 utterances.], batch size: 21, lr: 4.62e-04
2022-11-23 15:34:42,091 INFO [train.py:818] (0/4) Epoch 12, batch 3250, loss[loss=0.1293, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008421, over 22.00 utterances.], tot_loss[loss=0.09172, over 1466224.01 frames. utt_duration=1262 frames, utt_pad_proportion=0.052, over 4652.68 utterances.], batch size: 22, lr: 4.61e-04
2022-11-23 15:35:18,315 INFO [train.py:818] (0/4) Epoch 12, batch 3300, loss[loss=0.05726, over 7150.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01126, over 17.00 utterances.], tot_loss[loss=0.09176, over 1464992.92 frames. utt_duration=1264 frames, utt_pad_proportion=0.05037, over 4642.77 utterances.], batch size: 17, lr: 4.61e-04
2022-11-23 15:35:54,702 INFO [train.py:818] (0/4) Epoch 12, batch 3350, loss[loss=0.1025, over 7423.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006121, over 22.00 utterances.], tot_loss[loss=0.0921, over 1465656.35 frames. utt_duration=1252 frames, utt_pad_proportion=0.05159, over 4687.30 utterances.], batch size: 22, lr: 4.61e-04
2022-11-23 15:36:31,323 INFO [train.py:818] (0/4) Epoch 12, batch 3400, loss[loss=0.09121, over 7404.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004333, over 19.00 utterances.], tot_loss[loss=0.09176, over 1465176.37 frames. utt_duration=1261 frames, utt_pad_proportion=0.05139, over 4652.34 utterances.], batch size: 19, lr: 4.61e-04
2022-11-23 15:37:07,313 INFO [train.py:818] (0/4) Epoch 12, batch 3450, loss[loss=0.08422, over 7487.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008299, over 23.00 utterances.], tot_loss[loss=0.09193, over 1465697.67 frames. utt_duration=1276 frames, utt_pad_proportion=0.04542, over 4598.45 utterances.], batch size: 23, lr: 4.61e-04
2022-11-23 15:37:43,544 INFO [train.py:818] (0/4) Epoch 12, batch 3500, loss[loss=0.117, over 7197.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005828, over 20.00 utterances.], tot_loss[loss=0.09141, over 1464572.98 frames. utt_duration=1279 frames, utt_pad_proportion=0.04818, over 4587.25 utterances.], batch size: 20, lr: 4.61e-04
2022-11-23 15:38:19,654 INFO [train.py:818] (0/4) Epoch 12, batch 3550, loss[loss=0.0727, over 7294.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005007, over 20.00 utterances.], tot_loss[loss=0.09193, over 1464752.06 frames. utt_duration=1272 frames, utt_pad_proportion=0.04822, over 4612.80 utterances.], batch size: 20, lr: 4.61e-04
2022-11-23 15:38:55,338 INFO [train.py:818] (0/4) Epoch 12, batch 3600, loss[loss=0.07251, over 7301.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005307, over 19.00 utterances.], tot_loss[loss=0.09146, over 1465005.93 frames. utt_duration=1299 frames, utt_pad_proportion=0.04079, over 4515.13 utterances.], batch size: 19, lr: 4.61e-04
2022-11-23 15:39:31,222 INFO [train.py:818] (0/4) Epoch 12, batch 3650, loss[loss=0.06089, over 7481.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.008115, over 19.00 utterances.], tot_loss[loss=0.09165, over 1466035.23 frames. utt_duration=1288 frames, utt_pad_proportion=0.03822, over 4556.48 utterances.], batch size: 19, lr: 4.61e-04
2022-11-23 15:40:07,142 INFO [train.py:818] (0/4) Epoch 12, batch 3700, loss[loss=0.08627, over 7343.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.008999, over 23.00 utterances.], tot_loss[loss=0.09115, over 1466277.78 frames. utt_duration=1291 frames, utt_pad_proportion=0.03994, over 4547.44 utterances.], batch size: 23, lr: 4.60e-04
2022-11-23 15:40:43,328 INFO [train.py:818] (0/4) Epoch 12, batch 3750, loss[loss=0.09374, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.08993, over 1465761.90 frames. utt_duration=1291 frames, utt_pad_proportion=0.0405, over 4545.49 utterances.], batch size: 21, lr: 4.60e-04
2022-11-23 15:41:20,567 INFO [train.py:818] (0/4) Epoch 12, batch 3800, loss[loss=0.08835, over 7383.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.008056, over 19.00 utterances.], tot_loss[loss=0.08927, over 1465750.56 frames. utt_duration=1306 frames, utt_pad_proportion=0.03645, over 4493.60 utterances.], batch size: 19, lr: 4.60e-04
2022-11-23 15:41:57,604 INFO [train.py:818] (0/4) Epoch 12, batch 3850, loss[loss=0.07674, over 7263.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.04204, over 16.00 utterances.], tot_loss[loss=0.08916, over 1465514.29 frames. utt_duration=1317 frames, utt_pad_proportion=0.03585, over 4457.39 utterances.], batch size: 16, lr: 4.60e-04
2022-11-23 15:42:34,195 INFO [train.py:818] (0/4) Epoch 12, batch 3900, loss[loss=0.1194, over 7348.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009396, over 23.00 utterances.], tot_loss[loss=0.09036, over 1466392.05 frames. utt_duration=1296 frames, utt_pad_proportion=0.03905, over 4532.07 utterances.], batch size: 23, lr: 4.60e-04
2022-11-23 15:43:10,898 INFO [train.py:818] (0/4) Epoch 12, batch 3950, loss[loss=0.09686, over 7338.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01014, over 23.00 utterances.], tot_loss[loss=0.09092, over 1466402.31 frames. utt_duration=1288 frames, utt_pad_proportion=0.04525, over 4558.59 utterances.], batch size: 23, lr: 4.60e-04
2022-11-23 15:43:47,357 INFO [train.py:818] (0/4) Epoch 12, batch 4000, loss[loss=0.06472, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007286, over 21.00 utterances.], tot_loss[loss=0.09148, over 1465826.79 frames. utt_duration=1292 frames, utt_pad_proportion=0.04283, over 4544.72 utterances.], batch size: 21, lr: 4.60e-04
2022-11-23 15:44:24,159 INFO [train.py:818] (0/4) Epoch 12, batch 4050, loss[loss=0.06189, over 7201.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006583, over 18.00 utterances.], tot_loss[loss=0.09141, over 1465098.60 frames. utt_duration=1275 frames, utt_pad_proportion=0.04841, over 4603.26 utterances.], batch size: 18, lr: 4.60e-04
2022-11-23 15:45:01,456 INFO [train.py:818] (0/4) Epoch 12, batch 4100, loss[loss=0.04973, over 7220.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.0175, over 24.00 utterances.], tot_loss[loss=0.09157, over 1465316.78 frames. utt_duration=1272 frames, utt_pad_proportion=0.05102, over 4615.06 utterances.], batch size: 24, lr: 4.60e-04
2022-11-23 15:45:38,261 INFO [train.py:818] (0/4) Epoch 12, batch 4150, loss[loss=0.08239, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005445, over 20.00 utterances.], tot_loss[loss=0.09293, over 1464453.36 frames. utt_duration=1278 frames, utt_pad_proportion=0.04828, over 4588.71 utterances.], batch size: 20, lr: 4.59e-04
2022-11-23 15:46:15,213 INFO [train.py:818] (0/4) Epoch 12, batch 4200, loss[loss=0.1148, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007217, over 21.00 utterances.], tot_loss[loss=0.09481, over 1464242.28 frames. utt_duration=1294 frames, utt_pad_proportion=0.04177, over 4531.87 utterances.], batch size: 21, lr: 4.59e-04
2022-11-23 15:46:51,977 INFO [train.py:818] (0/4) Epoch 12, batch 4250, loss[loss=0.1458, over 7178.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008111, over 22.00 utterances.], tot_loss[loss=0.09754, over 1463843.76 frames. utt_duration=1285 frames, utt_pad_proportion=0.04574, over 4560.74 utterances.], batch size: 22, lr: 4.59e-04
2022-11-23 15:47:28,971 INFO [train.py:818] (0/4) Epoch 12, batch 4300, loss[loss=0.1188, over 7348.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008257, over 23.00 utterances.], tot_loss[loss=0.102, over 1464566.76 frames. utt_duration=1279 frames, utt_pad_proportion=0.04661, over 4585.30 utterances.], batch size: 23, lr: 4.59e-04
2022-11-23 15:48:06,758 INFO [train.py:818] (0/4) Epoch 12, batch 4350, loss[loss=0.07228, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00332, over 19.00 utterances.], tot_loss[loss=0.1053, over 1465208.75 frames. utt_duration=1233 frames, utt_pad_proportion=0.05884, over 4758.01 utterances.], batch size: 19, lr: 4.59e-04
2022-11-23 15:48:43,733 INFO [train.py:818] (0/4) Epoch 12, batch 4400, loss[loss=0.09611, over 7377.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.007927, over 19.00 utterances.], tot_loss[loss=0.1067, over 1465973.05 frames. utt_duration=1247 frames, utt_pad_proportion=0.05244, over 4707.69 utterances.], batch size: 19, lr: 4.59e-04
2022-11-23 15:49:21,134 INFO [train.py:818] (0/4) Epoch 12, batch 4450, loss[loss=0.1755, over 7227.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01568, over 24.00 utterances.], tot_loss[loss=0.1079, over 1465373.89 frames. utt_duration=1230 frames, utt_pad_proportion=0.05881, over 4769.58 utterances.], batch size: 24, lr: 4.59e-04
2022-11-23 15:49:58,661 INFO [train.py:818] (0/4) Epoch 12, batch 4500, loss[loss=0.1281, over 7390.00 frames. utt_duration=759.7 frames, utt_pad_proportion=0.1377, over 39.00 utterances.], tot_loss[loss=0.1099, over 1465676.70 frames. utt_duration=1203 frames, utt_pad_proportion=0.06919, over 4880.43 utterances.], batch size: 39, lr: 4.59e-04
2022-11-23 15:50:35,357 INFO [train.py:818] (0/4) Epoch 12, batch 4550, loss[loss=0.1055, over 7200.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007233, over 18.00 utterances.], tot_loss[loss=0.1126, over 1465037.26 frames. utt_duration=1210 frames, utt_pad_proportion=0.06898, over 4847.39 utterances.], batch size: 18, lr: 4.58e-04
2022-11-23 15:51:12,021 INFO [train.py:818] (0/4) Epoch 12, batch 4600, loss[loss=0.1061, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00558, over 19.00 utterances.], tot_loss[loss=0.114, over 1465232.48 frames. utt_duration=1210 frames, utt_pad_proportion=0.07122, over 4851.21 utterances.], batch size: 19, lr: 4.58e-04
2022-11-23 15:51:48,730 INFO [train.py:818] (0/4) Epoch 12, batch 4650, loss[loss=0.1224, over 7449.00 frames. utt_duration=962.7 frames, utt_pad_proportion=0.06348, over 31.00 utterances.], tot_loss[loss=0.114, over 1465667.40 frames. utt_duration=1196 frames, utt_pad_proportion=0.07631, over 4908.91 utterances.], batch size: 31, lr: 4.58e-04
2022-11-23 15:52:26,295 INFO [train.py:818] (0/4) Epoch 12, batch 4700, loss[loss=0.1162, over 7392.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.00491, over 21.00 utterances.], tot_loss[loss=0.1159, over 1465714.62 frames. utt_duration=1197 frames, utt_pad_proportion=0.07621, over 4904.97 utterances.], batch size: 21, lr: 4.58e-04
2022-11-23 15:53:03,107 INFO [train.py:818] (0/4) Epoch 12, batch 4750, loss[loss=0.1054, over 7265.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03208, over 16.00 utterances.], tot_loss[loss=0.117, over 1465467.42 frames. utt_duration=1205 frames, utt_pad_proportion=0.07056, over 4869.50 utterances.], batch size: 16, lr: 4.58e-04
2022-11-23 15:53:40,627 INFO [train.py:818] (0/4) Epoch 12, batch 4800, loss[loss=0.1269, over 7290.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03552, over 27.00 utterances.], tot_loss[loss=0.1173, over 1465246.28 frames. utt_duration=1226 frames, utt_pad_proportion=0.06458, over 4788.08 utterances.], batch size: 27, lr: 4.58e-04
2022-11-23 15:54:16,642 INFO [train.py:818] (0/4) Epoch 12, batch 4850, loss[loss=0.08608, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006109, over 19.00 utterances.], tot_loss[loss=0.117, over 1465254.34 frames. utt_duration=1237 frames, utt_pad_proportion=0.06112, over 4741.96 utterances.], batch size: 19, lr: 4.58e-04
2022-11-23 15:54:53,844 INFO [train.py:818] (0/4) Epoch 12, batch 4900, loss[loss=0.1009, over 7292.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00643, over 19.00 utterances.], tot_loss[loss=0.1164, over 1465068.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.05394, over 4662.58 utterances.], batch size: 19, lr: 4.58e-04
2022-11-23 15:55:30,407 INFO [train.py:818] (0/4) Epoch 12, batch 4950, loss[loss=0.126, over 7160.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00981, over 17.00 utterances.], tot_loss[loss=0.1155, over 1463890.26 frames. utt_duration=1258 frames, utt_pad_proportion=0.05458, over 4661.85 utterances.], batch size: 17, lr: 4.58e-04
2022-11-23 15:56:06,684 INFO [train.py:818] (0/4) Epoch 12, batch 5000, loss[loss=0.093, over 7245.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.0322, over 16.00 utterances.], tot_loss[loss=0.1151, over 1462992.78 frames. utt_duration=1274 frames, utt_pad_proportion=0.04853, over 4600.28 utterances.], batch size: 16, lr: 4.57e-04
2022-11-23 15:56:42,244 INFO [train.py:818] (0/4) Epoch 12, batch 5050, loss[loss=0.115, over 7289.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005454, over 21.00 utterances.], tot_loss[loss=0.1152, over 1463370.60 frames. utt_duration=1265 frames, utt_pad_proportion=0.05041, over 4631.59 utterances.], batch size: 21, lr: 4.57e-04
2022-11-23 15:57:18,822 INFO [train.py:818] (0/4) Epoch 12, batch 5100, loss[loss=0.1341, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005077, over 20.00 utterances.], tot_loss[loss=0.1148, over 1464026.13 frames. utt_duration=1282 frames, utt_pad_proportion=0.04447, over 4574.05 utterances.], batch size: 20, lr: 4.57e-04
2022-11-23 15:57:55,514 INFO [train.py:818] (0/4) Epoch 12, batch 5150, loss[loss=0.1321, over 7300.00 frames. utt_duration=769.9 frames, utt_pad_proportion=0.1212, over 38.00 utterances.], tot_loss[loss=0.1172, over 1463699.94 frames. utt_duration=1271 frames, utt_pad_proportion=0.04623, over 4611.59 utterances.], batch size: 38, lr: 4.57e-04
2022-11-23 15:58:31,736 INFO [train.py:818] (0/4) Epoch 12, batch 5200, loss[loss=0.08591, over 7491.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006032, over 19.00 utterances.], tot_loss[loss=0.1167, over 1463878.94 frames. utt_duration=1280 frames, utt_pad_proportion=0.04215, over 4581.04 utterances.], batch size: 19, lr: 4.57e-04
2022-11-23 15:59:08,124 INFO [train.py:818] (0/4) Epoch 12, batch 5250, loss[loss=0.1225, over 7451.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01022, over 17.00 utterances.], tot_loss[loss=0.1165, over 1464046.39 frames. utt_duration=1284 frames, utt_pad_proportion=0.04127, over 4564.53 utterances.], batch size: 17, lr: 4.57e-04
2022-11-23 15:59:44,461 INFO [train.py:818] (0/4) Epoch 12, batch 5300, loss[loss=0.129, over 7492.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01062, over 23.00 utterances.], tot_loss[loss=0.1161, over 1464953.45 frames. utt_duration=1289 frames, utt_pad_proportion=0.04131, over 4552.28 utterances.], batch size: 23, lr: 4.57e-04
2022-11-23 16:00:21,386 INFO [train.py:818] (0/4) Epoch 12, batch 5350, loss[loss=0.1346, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005995, over 20.00 utterances.], tot_loss[loss=0.1169, over 1465039.74 frames. utt_duration=1269 frames, utt_pad_proportion=0.04962, over 4622.25 utterances.], batch size: 20, lr: 4.57e-04
2022-11-23 16:00:58,361 INFO [train.py:818] (0/4) Epoch 12, batch 5400, loss[loss=0.1083, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004897, over 20.00 utterances.], tot_loss[loss=0.118, over 1464623.29 frames. utt_duration=1221 frames, utt_pad_proportion=0.06372, over 4802.79 utterances.], batch size: 20, lr: 4.57e-04
2022-11-23 16:01:36,352 INFO [train.py:818] (0/4) Epoch 12, batch 5450, loss[loss=0.0928, over 7367.00 frames. utt_duration=1475 frames, utt_pad_proportion=0.007301, over 20.00 utterances.], tot_loss[loss=0.1178, over 1465665.23 frames. utt_duration=1207 frames, utt_pad_proportion=0.06763, over 4865.25 utterances.], batch size: 20, lr: 4.56e-04
2022-11-23 16:02:14,409 INFO [train.py:818] (0/4) Epoch 12, batch 5500, loss[loss=0.1277, over 7213.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02234, over 25.00 utterances.], tot_loss[loss=0.1192, over 1466696.16 frames. utt_duration=1169 frames, utt_pad_proportion=0.07958, over 5025.75 utterances.], batch size: 25, lr: 4.56e-04
2022-11-23 16:02:52,152 INFO [train.py:818] (0/4) Epoch 12, batch 5550, loss[loss=0.1126, over 7240.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01371, over 24.00 utterances.], tot_loss[loss=0.1183, over 1466726.95 frames. utt_duration=1153 frames, utt_pad_proportion=0.08576, over 5092.91 utterances.], batch size: 24, lr: 4.56e-04
2022-11-23 16:03:28,851 INFO [train.py:818] (0/4) Epoch 12, batch 5600, loss[loss=0.08915, over 7402.00 frames. utt_duration=956.4 frames, utt_pad_proportion=0.06694, over 31.00 utterances.], tot_loss[loss=0.1165, over 1466152.59 frames. utt_duration=1174 frames, utt_pad_proportion=0.08263, over 5002.60 utterances.], batch size: 31, lr: 4.56e-04
2022-11-23 16:04:06,078 INFO [train.py:818] (0/4) Epoch 12, batch 5650, loss[loss=0.09227, over 7102.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005108, over 18.00 utterances.], tot_loss[loss=0.1149, over 1465455.19 frames. utt_duration=1196 frames, utt_pad_proportion=0.0749, over 4908.69 utterances.], batch size: 18, lr: 4.56e-04
2022-11-23 16:04:42,664 INFO [train.py:818] (0/4) Epoch 12, batch 5700, loss[loss=0.1296, over 7308.00 frames. utt_duration=944.7 frames, utt_pad_proportion=0.08727, over 31.00 utterances.], tot_loss[loss=0.1153, over 1464948.38 frames. utt_duration=1224 frames, utt_pad_proportion=0.06793, over 4793.41 utterances.], batch size: 31, lr: 4.56e-04
2022-11-23 16:05:19,900 INFO [train.py:818] (0/4) Epoch 12, batch 5750, loss[loss=0.1253, over 7460.00 frames. utt_duration=440.3 frames, utt_pad_proportion=0.312, over 68.00 utterances.], tot_loss[loss=0.1154, over 1465778.98 frames. utt_duration=1210 frames, utt_pad_proportion=0.07532, over 4849.90 utterances.], batch size: 68, lr: 4.56e-04
2022-11-23 16:05:57,979 INFO [train.py:818] (0/4) Epoch 12, batch 5800, loss[loss=0.09519, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006079, over 19.00 utterances.], tot_loss[loss=0.1153, over 1465498.09 frames. utt_duration=1197 frames, utt_pad_proportion=0.07924, over 4903.56 utterances.], batch size: 19, lr: 4.56e-04
2022-11-23 16:06:33,747 INFO [train.py:818] (0/4) Epoch 12, batch 5850, loss[loss=0.1196, over 7219.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01576, over 24.00 utterances.], tot_loss[loss=0.1143, over 1464987.05 frames. utt_duration=1203 frames, utt_pad_proportion=0.07529, over 4875.95 utterances.], batch size: 24, lr: 4.56e-04
2022-11-23 16:07:11,003 INFO [train.py:818] (0/4) Epoch 12, batch 5900, loss[loss=0.1101, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004969, over 20.00 utterances.], tot_loss[loss=0.1123, over 1464994.95 frames. utt_duration=1219 frames, utt_pad_proportion=0.06843, over 4812.97 utterances.], batch size: 20, lr: 4.56e-04
2022-11-23 16:07:47,939 INFO [train.py:818] (0/4) Epoch 12, batch 5950, loss[loss=0.08164, over 7396.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00524, over 19.00 utterances.], tot_loss[loss=0.1158, over 1465015.96 frames. utt_duration=1171 frames, utt_pad_proportion=0.08313, over 5012.59 utterances.], batch size: 19, lr: 4.55e-04
2022-11-23 16:08:25,547 INFO [train.py:818] (0/4) Epoch 12, batch 6000, loss[loss=0.1292, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00559, over 20.00 utterances.], tot_loss[loss=0.113, over 1464897.45 frames. utt_duration=1211 frames, utt_pad_proportion=0.07466, over 4842.81 utterances.], batch size: 20, lr: 4.55e-04
2022-11-23 16:08:25,548 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 16:08:45,619 INFO [train.py:847] (0/4) Epoch 12, validation: loss=0.05009, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 16:09:22,547 INFO [train.py:818] (0/4) Epoch 12, batch 6050, loss[loss=0.1127, over 7459.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01553, over 24.00 utterances.], tot_loss[loss=0.114, over 1464608.26 frames. utt_duration=1240 frames, utt_pad_proportion=0.06711, over 4731.80 utterances.], batch size: 24, lr: 4.55e-04
2022-11-23 16:10:00,596 INFO [train.py:818] (0/4) Epoch 12, batch 6100, loss[loss=0.09983, over 7473.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006013, over 20.00 utterances.], tot_loss[loss=0.1139, over 1464977.47 frames. utt_duration=1230 frames, utt_pad_proportion=0.06642, over 4771.29 utterances.], batch size: 20, lr: 4.55e-04
2022-11-23 16:10:36,869 INFO [train.py:818] (0/4) Epoch 12, batch 6150, loss[loss=0.07358, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005734, over 18.00 utterances.], tot_loss[loss=0.1139, over 1464316.62 frames. utt_duration=1258 frames, utt_pad_proportion=0.05716, over 4661.63 utterances.], batch size: 18, lr: 4.55e-04
2022-11-23 16:10:48,678 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-104000.pt
2022-11-23 16:11:24,140 INFO [train.py:818] (0/4) Epoch 12, batch 6200, loss[loss=0.1137, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007468, over 22.00 utterances.], tot_loss[loss=0.1147, over 1465195.06 frames. utt_duration=1233 frames, utt_pad_proportion=0.0617, over 4760.68 utterances.], batch size: 22, lr: 4.55e-04
2022-11-23 16:12:01,689 INFO [train.py:818] (0/4) Epoch 12, batch 6250, loss[loss=0.1098, over 7391.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.00491, over 21.00 utterances.], tot_loss[loss=0.1134, over 1465990.56 frames. utt_duration=1244 frames, utt_pad_proportion=0.0565, over 4720.10 utterances.], batch size: 21, lr: 4.55e-04
2022-11-23 16:12:39,676 INFO [train.py:818] (0/4) Epoch 12, batch 6300, loss[loss=0.1205, over 7294.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005956, over 20.00 utterances.], tot_loss[loss=0.1135, over 1465136.24 frames. utt_duration=1257 frames, utt_pad_proportion=0.05241, over 4666.95 utterances.], batch size: 20, lr: 4.55e-04
2022-11-23 16:13:16,434 INFO [train.py:818] (0/4) Epoch 12, batch 6350, loss[loss=0.1936, over 7471.00 frames. utt_duration=400 frames, utt_pad_proportion=0.3691, over 75.00 utterances.], tot_loss[loss=0.1147, over 1465424.04 frames. utt_duration=1241 frames, utt_pad_proportion=0.05948, over 4729.52 utterances.], batch size: 75, lr: 4.55e-04
2022-11-23 16:13:53,690 INFO [train.py:818] (0/4) Epoch 12, batch 6400, loss[loss=0.1391, over 7186.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.007177, over 18.00 utterances.], tot_loss[loss=0.1149, over 1464821.62 frames. utt_duration=1250 frames, utt_pad_proportion=0.05748, over 4694.45 utterances.], batch size: 18, lr: 4.54e-04
2022-11-23 16:14:30,904 INFO [train.py:818] (0/4) Epoch 12, batch 6450, loss[loss=0.1537, over 7413.00 frames. utt_duration=425.2 frames, utt_pad_proportion=0.3335, over 70.00 utterances.], tot_loss[loss=0.1148, over 1465393.04 frames. utt_duration=1246 frames, utt_pad_proportion=0.05843, over 4709.75 utterances.], batch size: 70, lr: 4.54e-04
2022-11-23 16:15:08,998 INFO [train.py:818] (0/4) Epoch 12, batch 6500, loss[loss=0.1387, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01543, over 24.00 utterances.], tot_loss[loss=0.1137, over 1464969.73 frames. utt_duration=1254 frames, utt_pad_proportion=0.05772, over 4677.90 utterances.], batch size: 24, lr: 4.54e-04
2022-11-23 16:15:45,427 INFO [train.py:818] (0/4) Epoch 12, batch 6550, loss[loss=0.1008, over 7228.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01477, over 24.00 utterances.], tot_loss[loss=0.1144, over 1465561.23 frames. utt_duration=1221 frames, utt_pad_proportion=0.06693, over 4807.04 utterances.], batch size: 24, lr: 4.54e-04
2022-11-23 16:16:22,948 INFO [train.py:818] (0/4) Epoch 12, batch 6600, loss[loss=0.1831, over 7391.00 frames. utt_duration=424 frames, utt_pad_proportion=0.3396, over 70.00 utterances.], tot_loss[loss=0.1144, over 1465698.01 frames. utt_duration=1208 frames, utt_pad_proportion=0.07278, over 4859.18 utterances.], batch size: 70, lr: 4.54e-04
2022-11-23 16:16:59,950 INFO [train.py:818] (0/4) Epoch 12, batch 6650, loss[loss=0.1164, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006828, over 19.00 utterances.], tot_loss[loss=0.1141, over 1466388.71 frames. utt_duration=1224 frames, utt_pad_proportion=0.06729, over 4798.48 utterances.], batch size: 19, lr: 4.54e-04
2022-11-23 16:17:36,164 INFO [train.py:818] (0/4) Epoch 12, batch 6700, loss[loss=0.121, over 7400.00 frames. utt_duration=760.5 frames, utt_pad_proportion=0.1229, over 39.00 utterances.], tot_loss[loss=0.1143, over 1466051.53 frames. utt_duration=1229 frames, utt_pad_proportion=0.06234, over 4777.75 utterances.], batch size: 39, lr: 4.54e-04
2022-11-23 16:18:11,920 INFO [train.py:818] (0/4) Epoch 12, batch 6750, loss[loss=0.1238, over 7309.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.00628, over 22.00 utterances.], tot_loss[loss=0.1133, over 1464849.97 frames. utt_duration=1247 frames, utt_pad_proportion=0.05606, over 4705.97 utterances.], batch size: 22, lr: 4.54e-04
2022-11-23 16:18:50,266 INFO [train.py:818] (0/4) Epoch 12, batch 6800, loss[loss=0.117, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005205, over 19.00 utterances.], tot_loss[loss=0.1143, over 1463891.39 frames. utt_duration=1246 frames, utt_pad_proportion=0.05711, over 4707.00 utterances.], batch size: 19, lr: 4.54e-04
2022-11-23 16:19:27,533 INFO [train.py:818] (0/4) Epoch 12, batch 6850, loss[loss=0.08297, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004988, over 21.00 utterances.], tot_loss[loss=0.116, over 1464029.04 frames. utt_duration=1239 frames, utt_pad_proportion=0.05845, over 4730.41 utterances.], batch size: 21, lr: 4.53e-04
2022-11-23 16:20:04,733 INFO [train.py:818] (0/4) Epoch 12, batch 6900, loss[loss=0.1049, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006423, over 21.00 utterances.], tot_loss[loss=0.1157, over 1463886.70 frames. utt_duration=1237 frames, utt_pad_proportion=0.05791, over 4738.28 utterances.], batch size: 21, lr: 4.53e-04
2022-11-23 16:20:41,578 INFO [train.py:818] (0/4) Epoch 12, batch 6950, loss[loss=0.1159, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01193, over 24.00 utterances.], tot_loss[loss=0.116, over 1465631.15 frames. utt_duration=1241 frames, utt_pad_proportion=0.05991, over 4729.93 utterances.], batch size: 24, lr: 4.53e-04
2022-11-23 16:21:18,492 INFO [train.py:818] (0/4) Epoch 12, batch 7000, loss[loss=0.1961, over 7401.00 frames. utt_duration=780.6 frames, utt_pad_proportion=0.1129, over 38.00 utterances.], tot_loss[loss=0.1156, over 1465899.44 frames. utt_duration=1248 frames, utt_pad_proportion=0.05709, over 4705.12 utterances.], batch size: 38, lr: 4.53e-04
2022-11-23 16:21:55,709 INFO [train.py:818] (0/4) Epoch 12, batch 7050, loss[loss=0.1266, over 7307.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03284, over 27.00 utterances.], tot_loss[loss=0.1169, over 1466325.96 frames. utt_duration=1204 frames, utt_pad_proportion=0.06962, over 4877.91 utterances.], batch size: 27, lr: 4.53e-04
2022-11-23 16:22:33,964 INFO [train.py:818] (0/4) Epoch 12, batch 7100, loss[loss=0.1333, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006131, over 21.00 utterances.], tot_loss[loss=0.1172, over 1465760.54 frames. utt_duration=1196 frames, utt_pad_proportion=0.07066, over 4907.50 utterances.], batch size: 21, lr: 4.53e-04
2022-11-23 16:23:10,324 INFO [train.py:818] (0/4) Epoch 12, batch 7150, loss[loss=0.0952, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005719, over 19.00 utterances.], tot_loss[loss=0.116, over 1465247.20 frames. utt_duration=1181 frames, utt_pad_proportion=0.07432, over 4969.12 utterances.], batch size: 19, lr: 4.53e-04
2022-11-23 16:23:48,361 INFO [train.py:818] (0/4) Epoch 12, batch 7200, loss[loss=0.08504, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.004873, over 19.00 utterances.], tot_loss[loss=0.1152, over 1466237.66 frames. utt_duration=1186 frames, utt_pad_proportion=0.07332, over 4952.83 utterances.], batch size: 19, lr: 4.53e-04
2022-11-23 16:24:25,595 INFO [train.py:818] (0/4) Epoch 12, batch 7250, loss[loss=0.134, over 7224.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01679, over 24.00 utterances.], tot_loss[loss=0.115, over 1466089.17 frames. utt_duration=1185 frames, utt_pad_proportion=0.07482, over 4953.86 utterances.], batch size: 24, lr: 4.53e-04
2022-11-23 16:25:02,522 INFO [train.py:818] (0/4) Epoch 12, batch 7300, loss[loss=0.1365, over 7478.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01364, over 24.00 utterances.], tot_loss[loss=0.1135, over 1465821.25 frames. utt_duration=1204 frames, utt_pad_proportion=0.06711, over 4875.20 utterances.], batch size: 24, lr: 4.52e-04
2022-11-23 16:25:39,730 INFO [train.py:818] (0/4) Epoch 12, batch 7350, loss[loss=0.1207, over 7385.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006751, over 19.00 utterances.], tot_loss[loss=0.1138, over 1466107.69 frames. utt_duration=1208 frames, utt_pad_proportion=0.06646, over 4861.72 utterances.], batch size: 19, lr: 4.52e-04
2022-11-23 16:26:17,463 INFO [train.py:818] (0/4) Epoch 12, batch 7400, loss[loss=0.06962, over 7157.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008922, over 17.00 utterances.], tot_loss[loss=0.114, over 1465353.75 frames. utt_duration=1199 frames, utt_pad_proportion=0.06934, over 4893.90 utterances.], batch size: 17, lr: 4.52e-04
2022-11-23 16:26:54,574 INFO [train.py:818] (0/4) Epoch 12, batch 7450, loss[loss=0.0743, over 7473.00 frames. utt_duration=965.8 frames, utt_pad_proportion=0.06411, over 31.00 utterances.], tot_loss[loss=0.1123, over 1465483.67 frames. utt_duration=1246 frames, utt_pad_proportion=0.05915, over 4710.31 utterances.], batch size: 31, lr: 4.52e-04
2022-11-23 16:27:32,503 INFO [train.py:818] (0/4) Epoch 12, batch 7500, loss[loss=0.09383, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006514, over 19.00 utterances.], tot_loss[loss=0.1135, over 1465349.25 frames. utt_duration=1225 frames, utt_pad_proportion=0.06505, over 4790.20 utterances.], batch size: 19, lr: 4.52e-04
2022-11-23 16:28:09,332 INFO [train.py:818] (0/4) Epoch 12, batch 7550, loss[loss=0.1093, over 7307.00 frames. utt_duration=1463 frames, utt_pad_proportion=0.004255, over 20.00 utterances.], tot_loss[loss=0.1144, over 1465569.26 frames. utt_duration=1225 frames, utt_pad_proportion=0.06791, over 4793.30 utterances.], batch size: 20, lr: 4.52e-04
2022-11-23 16:28:47,131 INFO [train.py:818] (0/4) Epoch 12, batch 7600, loss[loss=0.1452, over 7337.00 frames. utt_duration=433 frames, utt_pad_proportion=0.3245, over 68.00 utterances.], tot_loss[loss=0.1138, over 1465172.39 frames. utt_duration=1224 frames, utt_pad_proportion=0.06675, over 4792.59 utterances.], batch size: 68, lr: 4.52e-04
2022-11-23 16:29:25,778 INFO [train.py:818] (0/4) Epoch 12, batch 7650, loss[loss=0.1115, over 7285.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006807, over 20.00 utterances.], tot_loss[loss=0.1132, over 1465641.92 frames. utt_duration=1221 frames, utt_pad_proportion=0.06853, over 4806.04 utterances.], batch size: 20, lr: 4.52e-04
2022-11-23 16:30:02,399 INFO [train.py:818] (0/4) Epoch 12, batch 7700, loss[loss=0.09155, over 7454.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006458, over 18.00 utterances.], tot_loss[loss=0.1115, over 1465720.20 frames. utt_duration=1237 frames, utt_pad_proportion=0.06295, over 4747.29 utterances.], batch size: 18, lr: 4.52e-04
2022-11-23 16:30:40,116 INFO [train.py:818] (0/4) Epoch 12, batch 7750, loss[loss=0.1047, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006556, over 22.00 utterances.], tot_loss[loss=0.1141, over 1465895.05 frames. utt_duration=1226 frames, utt_pad_proportion=0.06729, over 4789.16 utterances.], batch size: 22, lr: 4.52e-04
2022-11-23 16:31:17,717 INFO [train.py:818] (0/4) Epoch 12, batch 7800, loss[loss=0.1479, over 7322.00 frames. utt_duration=752.5 frames, utt_pad_proportion=0.139, over 39.00 utterances.], tot_loss[loss=0.114, over 1465746.29 frames. utt_duration=1231 frames, utt_pad_proportion=0.06386, over 4769.97 utterances.], batch size: 39, lr: 4.51e-04
2022-11-23 16:31:53,995 INFO [train.py:818] (0/4) Epoch 12, batch 7850, loss[loss=0.1555, over 7474.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006574, over 20.00 utterances.], tot_loss[loss=0.1153, over 1466247.07 frames. utt_duration=1220 frames, utt_pad_proportion=0.06694, over 4813.60 utterances.], batch size: 20, lr: 4.51e-04
2022-11-23 16:32:31,507 INFO [train.py:818] (0/4) Epoch 12, batch 7900, loss[loss=0.1478, over 7455.00 frames. utt_duration=393.8 frames, utt_pad_proportion=0.3523, over 76.00 utterances.], tot_loss[loss=0.114, over 1467423.66 frames. utt_duration=1217 frames, utt_pad_proportion=0.06781, over 4827.48 utterances.], batch size: 76, lr: 4.51e-04
2022-11-23 16:33:10,040 INFO [train.py:818] (0/4) Epoch 12, batch 7950, loss[loss=0.144, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006823, over 22.00 utterances.], tot_loss[loss=0.1135, over 1467574.87 frames. utt_duration=1229 frames, utt_pad_proportion=0.06643, over 4782.45 utterances.], batch size: 22, lr: 4.51e-04
2022-11-23 16:33:47,046 INFO [train.py:818] (0/4) Epoch 12, batch 8000, loss[loss=0.08068, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006233, over 21.00 utterances.], tot_loss[loss=0.1138, over 1468858.70 frames. utt_duration=1217 frames, utt_pad_proportion=0.07021, over 4835.34 utterances.], batch size: 21, lr: 4.51e-04
2022-11-23 16:34:25,025 INFO [train.py:818] (0/4) Epoch 12, batch 8050, loss[loss=0.17, over 7292.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004636, over 21.00 utterances.], tot_loss[loss=0.1123, over 1467975.40 frames. utt_duration=1223 frames, utt_pad_proportion=0.07037, over 4807.63 utterances.], batch size: 21, lr: 4.51e-04
2022-11-23 16:35:02,386 INFO [train.py:818] (0/4) Epoch 12, batch 8100, loss[loss=0.1009, over 7402.00 frames. utt_duration=760.9 frames, utt_pad_proportion=0.1274, over 39.00 utterances.], tot_loss[loss=0.1112, over 1467388.85 frames. utt_duration=1229 frames, utt_pad_proportion=0.06548, over 4782.18 utterances.], batch size: 39, lr: 4.51e-04
2022-11-23 16:35:40,360 INFO [train.py:818] (0/4) Epoch 12, batch 8150, loss[loss=0.116, over 7246.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.03087, over 16.00 utterances.], tot_loss[loss=0.1112, over 1466527.45 frames. utt_duration=1258 frames, utt_pad_proportion=0.05685, over 4669.75 utterances.], batch size: 16, lr: 4.51e-04
2022-11-23 16:36:18,487 INFO [train.py:818] (0/4) Epoch 12, batch 8200, loss[loss=0.1027, over 7414.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007325, over 22.00 utterances.], tot_loss[loss=0.113, over 1466330.33 frames. utt_duration=1213 frames, utt_pad_proportion=0.07155, over 4839.85 utterances.], batch size: 22, lr: 4.51e-04
2022-11-23 16:36:54,858 INFO [train.py:818] (0/4) Epoch 12, batch 8250, loss[loss=0.08494, over 7270.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03704, over 27.00 utterances.], tot_loss[loss=0.1131, over 1466088.97 frames. utt_duration=1229 frames, utt_pad_proportion=0.06519, over 4778.89 utterances.], batch size: 27, lr: 4.50e-04
2022-11-23 16:37:33,156 INFO [train.py:818] (0/4) Epoch 12, batch 8300, loss[loss=0.09228, over 7165.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009629, over 22.00 utterances.], tot_loss[loss=0.1138, over 1465299.42 frames. utt_duration=1191 frames, utt_pad_proportion=0.07749, over 4928.93 utterances.], batch size: 22, lr: 4.50e-04
2022-11-23 16:38:11,515 INFO [train.py:818] (0/4) Epoch 12, batch 8350, loss[loss=0.09544, over 7289.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006433, over 20.00 utterances.], tot_loss[loss=0.113, over 1465647.87 frames. utt_duration=1160 frames, utt_pad_proportion=0.08549, over 5059.51 utterances.], batch size: 20, lr: 4.50e-04
2022-11-23 16:38:48,194 INFO [train.py:818] (0/4) Epoch 12, batch 8400, loss[loss=0.1178, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006289, over 21.00 utterances.], tot_loss[loss=0.1118, over 1466175.54 frames. utt_duration=1190 frames, utt_pad_proportion=0.07659, over 4932.54 utterances.], batch size: 21, lr: 4.50e-04
2022-11-23 16:39:25,954 INFO [train.py:818] (0/4) Epoch 12, batch 8450, loss[loss=0.07363, over 7380.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007224, over 20.00 utterances.], tot_loss[loss=0.1123, over 1466567.67 frames. utt_duration=1189 frames, utt_pad_proportion=0.07378, over 4938.35 utterances.], batch size: 20, lr: 4.50e-04
2022-11-23 16:40:05,022 INFO [train.py:818] (0/4) Epoch 12, batch 8500, loss[loss=0.08568, over 7300.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.004834, over 19.00 utterances.], tot_loss[loss=0.1137, over 1465973.19 frames. utt_duration=1139 frames, utt_pad_proportion=0.09402, over 5153.67 utterances.], batch size: 19, lr: 4.50e-04
2022-11-23 16:40:41,718 INFO [train.py:818] (0/4) Epoch 12, batch 8550, loss[loss=0.06448, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.004297, over 20.00 utterances.], tot_loss[loss=0.1126, over 1465936.80 frames. utt_duration=1152 frames, utt_pad_proportion=0.0899, over 5098.33 utterances.], batch size: 20, lr: 4.50e-04
2022-11-23 16:41:20,101 INFO [train.py:818] (0/4) Epoch 12, batch 8600, loss[loss=0.09495, over 7297.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.009593, over 18.00 utterances.], tot_loss[loss=0.1142, over 1466327.39 frames. utt_duration=1141 frames, utt_pad_proportion=0.09129, over 5146.12 utterances.], batch size: 18, lr: 4.50e-04
2022-11-23 16:41:57,134 INFO [train.py:818] (0/4) Epoch 12, batch 8650, loss[loss=0.08957, over 7301.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.00942, over 17.00 utterances.], tot_loss[loss=0.1153, over 1465366.05 frames. utt_duration=1145 frames, utt_pad_proportion=0.09021, over 5127.20 utterances.], batch size: 17, lr: 4.50e-04
2022-11-23 16:42:33,772 INFO [train.py:818] (0/4) Epoch 12, batch 8700, loss[loss=0.0895, over 7230.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01667, over 24.00 utterances.], tot_loss[loss=0.113, over 1465190.96 frames. utt_duration=1177 frames, utt_pad_proportion=0.08009, over 4986.19 utterances.], batch size: 24, lr: 4.49e-04
2022-11-23 16:43:10,175 INFO [train.py:818] (0/4) Epoch 12, batch 8750, loss[loss=0.09565, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008531, over 18.00 utterances.], tot_loss[loss=0.1125, over 1465268.92 frames. utt_duration=1170 frames, utt_pad_proportion=0.08038, over 5017.99 utterances.], batch size: 18, lr: 4.49e-04
2022-11-23 16:43:46,969 INFO [train.py:818] (0/4) Epoch 12, batch 8800, loss[loss=0.1528, over 7246.00 frames. utt_duration=1075 frames, utt_pad_proportion=0.04258, over 27.00 utterances.], tot_loss[loss=0.1127, over 1465927.22 frames. utt_duration=1181 frames, utt_pad_proportion=0.07687, over 4972.86 utterances.], batch size: 27, lr: 4.49e-04
2022-11-23 16:44:23,903 INFO [train.py:818] (0/4) Epoch 12, batch 8850, loss[loss=0.1829, over 7173.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008801, over 22.00 utterances.], tot_loss[loss=0.1134, over 1466621.38 frames. utt_duration=1173 frames, utt_pad_proportion=0.08015, over 5006.18 utterances.], batch size: 22, lr: 4.49e-04
2022-11-23 16:45:03,445 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-12.pt
2022-11-23 16:45:36,668 INFO [train.py:818] (0/4) Epoch 13, batch 0, loss[loss=0.07671, over 7211.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004379, over 20.00 utterances.], tot_loss[loss=0.07671, over 7211.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004379, over 20.00 utterances.], batch size: 20, lr: 4.34e-04
2022-11-23 16:46:12,953 INFO [train.py:818] (0/4) Epoch 13, batch 50, loss[loss=0.07533, over 7192.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.00501, over 20.00 utterances.], tot_loss[loss=0.09003, over 331120.01 frames. utt_duration=1207 frames, utt_pad_proportion=0.0861, over 1098.98 utterances.], batch size: 20, lr: 4.34e-04
2022-11-23 16:46:50,397 INFO [train.py:818] (0/4) Epoch 13, batch 100, loss[loss=0.06687, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00531, over 19.00 utterances.], tot_loss[loss=0.09003, over 584066.50 frames. utt_duration=1226 frames, utt_pad_proportion=0.07493, over 1908.47 utterances.], batch size: 19, lr: 4.34e-04
2022-11-23 16:47:28,518 INFO [train.py:818] (0/4) Epoch 13, batch 150, loss[loss=0.1088, over 7269.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.02896, over 16.00 utterances.], tot_loss[loss=0.08919, over 778405.49 frames. utt_duration=1279 frames, utt_pad_proportion=0.06165, over 2436.66 utterances.], batch size: 16, lr: 4.34e-04
2022-11-23 16:48:03,584 INFO [train.py:818] (0/4) Epoch 13, batch 200, loss[loss=0.1299, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007536, over 22.00 utterances.], tot_loss[loss=0.09054, over 931525.71 frames. utt_duration=1299 frames, utt_pad_proportion=0.04822, over 2870.75 utterances.], batch size: 22, lr: 4.34e-04
2022-11-23 16:48:40,733 INFO [train.py:818] (0/4) Epoch 13, batch 250, loss[loss=0.1005, over 7335.00 frames. utt_duration=753.5 frames, utt_pad_proportion=0.1369, over 39.00 utterances.], tot_loss[loss=0.09105, over 1049466.81 frames. utt_duration=1296 frames, utt_pad_proportion=0.04463, over 3243.13 utterances.], batch size: 39, lr: 4.33e-04
2022-11-23 16:49:17,310 INFO [train.py:818] (0/4) Epoch 13, batch 300, loss[loss=0.09302, over 7293.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03568, over 27.00 utterances.], tot_loss[loss=0.09212, over 1142476.16 frames. utt_duration=1301 frames, utt_pad_proportion=0.04349, over 3517.96 utterances.], batch size: 27, lr: 4.33e-04
2022-11-23 16:49:54,089 INFO [train.py:818] (0/4) Epoch 13, batch 350, loss[loss=0.07477, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005512, over 19.00 utterances.], tot_loss[loss=0.09151, over 1214849.92 frames. utt_duration=1260 frames, utt_pad_proportion=0.05658, over 3860.48 utterances.], batch size: 19, lr: 4.33e-04
2022-11-23 16:50:31,424 INFO [train.py:818] (0/4) Epoch 13, batch 400, loss[loss=0.1091, over 7195.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006345, over 18.00 utterances.], tot_loss[loss=0.09276, over 1269981.41 frames. utt_duration=1234 frames, utt_pad_proportion=0.06549, over 4123.07 utterances.], batch size: 18, lr: 4.33e-04
2022-11-23 16:51:07,571 INFO [train.py:818] (0/4) Epoch 13, batch 450, loss[loss=0.08596, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006932, over 18.00 utterances.], tot_loss[loss=0.09108, over 1312809.87 frames. utt_duration=1267 frames, utt_pad_proportion=0.05538, over 4148.74 utterances.], batch size: 18, lr: 4.33e-04
2022-11-23 16:51:43,453 INFO [train.py:818] (0/4) Epoch 13, batch 500, loss[loss=0.06011, over 7317.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007992, over 17.00 utterances.], tot_loss[loss=0.0891, over 1346668.64 frames. utt_duration=1268 frames, utt_pad_proportion=0.05992, over 4252.90 utterances.], batch size: 17, lr: 4.33e-04
2022-11-23 16:52:21,519 INFO [train.py:818] (0/4) Epoch 13, batch 550, loss[loss=0.08857, over 7448.00 frames. utt_duration=962.6 frames, utt_pad_proportion=0.06633, over 31.00 utterances.], tot_loss[loss=0.09081, over 1371580.92 frames. utt_duration=1244 frames, utt_pad_proportion=0.0671, over 4413.99 utterances.], batch size: 31, lr: 4.33e-04
2022-11-23 16:52:58,556 INFO [train.py:818] (0/4) Epoch 13, batch 600, loss[loss=0.06416, over 7205.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.004658, over 18.00 utterances.], tot_loss[loss=0.09036, over 1391798.17 frames. utt_duration=1246 frames, utt_pad_proportion=0.06458, over 4473.53 utterances.], batch size: 18, lr: 4.33e-04
2022-11-23 16:53:34,782 INFO [train.py:818] (0/4) Epoch 13, batch 650, loss[loss=0.09147, over 7276.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03269, over 27.00 utterances.], tot_loss[loss=0.08934, over 1407536.74 frames. utt_duration=1243 frames, utt_pad_proportion=0.06106, over 4534.37 utterances.], batch size: 27, lr: 4.33e-04
2022-11-23 16:54:11,814 INFO [train.py:818] (0/4) Epoch 13, batch 700, loss[loss=0.0941, over 7222.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.0165, over 24.00 utterances.], tot_loss[loss=0.09014, over 1419681.36 frames. utt_duration=1256 frames, utt_pad_proportion=0.05677, over 4526.19 utterances.], batch size: 24, lr: 4.33e-04
2022-11-23 16:54:47,989 INFO [train.py:818] (0/4) Epoch 13, batch 750, loss[loss=0.08262, over 7266.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.02722, over 16.00 utterances.], tot_loss[loss=0.08873, over 1428924.83 frames. utt_duration=1253 frames, utt_pad_proportion=0.05813, over 4567.83 utterances.], batch size: 16, lr: 4.32e-04
2022-11-23 16:55:25,619 INFO [train.py:818] (0/4) Epoch 13, batch 800, loss[loss=0.09883, over 7359.00 frames. utt_duration=951 frames, utt_pad_proportion=0.07667, over 31.00 utterances.], tot_loss[loss=0.08999, over 1436999.09 frames. utt_duration=1233 frames, utt_pad_proportion=0.06076, over 4667.74 utterances.], batch size: 31, lr: 4.32e-04
2022-11-23 16:56:02,778 INFO [train.py:818] (0/4) Epoch 13, batch 850, loss[loss=0.1368, over 7400.00 frames. utt_duration=412.6 frames, utt_pad_proportion=0.3573, over 72.00 utterances.], tot_loss[loss=0.091, over 1442736.43 frames. utt_duration=1217 frames, utt_pad_proportion=0.06664, over 4748.98 utterances.], batch size: 72, lr: 4.32e-04
2022-11-23 16:56:38,860 INFO [train.py:818] (0/4) Epoch 13, batch 900, loss[loss=0.0735, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01018, over 17.00 utterances.], tot_loss[loss=0.09028, over 1447934.60 frames. utt_duration=1253 frames, utt_pad_proportion=0.05658, over 4628.02 utterances.], batch size: 17, lr: 4.32e-04
2022-11-23 16:57:15,189 INFO [train.py:818] (0/4) Epoch 13, batch 950, loss[loss=0.07469, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006125, over 22.00 utterances.], tot_loss[loss=0.09046, over 1451412.91 frames. utt_duration=1261 frames, utt_pad_proportion=0.05316, over 4608.59 utterances.], batch size: 22, lr: 4.32e-04
2022-11-23 16:57:51,939 INFO [train.py:818] (0/4) Epoch 13, batch 1000, loss[loss=0.1097, over 7475.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.0071, over 20.00 utterances.], tot_loss[loss=0.09094, over 1454891.44 frames. utt_duration=1262 frames, utt_pad_proportion=0.04999, over 4617.34 utterances.], batch size: 20, lr: 4.32e-04
2022-11-23 16:58:28,477 INFO [train.py:818] (0/4) Epoch 13, batch 1050, loss[loss=0.1072, over 7430.00 frames. utt_duration=960.4 frames, utt_pad_proportion=0.06671, over 31.00 utterances.], tot_loss[loss=0.09071, over 1457001.55 frames. utt_duration=1264 frames, utt_pad_proportion=0.05017, over 4616.91 utterances.], batch size: 31, lr: 4.32e-04
2022-11-23 16:59:05,469 INFO [train.py:818] (0/4) Epoch 13, batch 1100, loss[loss=0.08749, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005817, over 20.00 utterances.], tot_loss[loss=0.09222, over 1460702.93 frames. utt_duration=1275 frames, utt_pad_proportion=0.05062, over 4587.45 utterances.], batch size: 20, lr: 4.32e-04
2022-11-23 16:59:42,846 INFO [train.py:818] (0/4) Epoch 13, batch 1150, loss[loss=0.09252, over 7366.00 frames. utt_duration=757.1 frames, utt_pad_proportion=0.1396, over 39.00 utterances.], tot_loss[loss=0.09107, over 1460754.40 frames. utt_duration=1287 frames, utt_pad_proportion=0.04671, over 4544.82 utterances.], batch size: 39, lr: 4.32e-04
2022-11-23 17:00:21,707 INFO [train.py:818] (0/4) Epoch 13, batch 1200, loss[loss=0.1133, over 7433.00 frames. utt_duration=960.8 frames, utt_pad_proportion=0.06895, over 31.00 utterances.], tot_loss[loss=0.09135, over 1460761.12 frames. utt_duration=1280 frames, utt_pad_proportion=0.04801, over 4571.42 utterances.], batch size: 31, lr: 4.32e-04
2022-11-23 17:00:59,098 INFO [train.py:818] (0/4) Epoch 13, batch 1250, loss[loss=0.1194, over 7206.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004931, over 20.00 utterances.], tot_loss[loss=0.09142, over 1461178.35 frames. utt_duration=1301 frames, utt_pad_proportion=0.04504, over 4498.37 utterances.], batch size: 20, lr: 4.31e-04
2022-11-23 17:01:36,112 INFO [train.py:818] (0/4) Epoch 13, batch 1300, loss[loss=0.1563, over 7347.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008824, over 23.00 utterances.], tot_loss[loss=0.09214, over 1462268.68 frames. utt_duration=1315 frames, utt_pad_proportion=0.03904, over 4453.71 utterances.], batch size: 23, lr: 4.31e-04
2022-11-23 17:02:12,310 INFO [train.py:818] (0/4) Epoch 13, batch 1350, loss[loss=0.07257, over 7241.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.05094, over 16.00 utterances.], tot_loss[loss=0.09161, over 1463379.96 frames. utt_duration=1289 frames, utt_pad_proportion=0.04775, over 4544.76 utterances.], batch size: 16, lr: 4.31e-04
2022-11-23 17:02:50,459 INFO [train.py:818] (0/4) Epoch 13, batch 1400, loss[loss=0.0669, over 7262.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03788, over 16.00 utterances.], tot_loss[loss=0.09113, over 1462888.47 frames. utt_duration=1297 frames, utt_pad_proportion=0.04596, over 4515.14 utterances.], batch size: 16, lr: 4.31e-04
2022-11-23 17:03:27,026 INFO [train.py:818] (0/4) Epoch 13, batch 1450, loss[loss=0.08936, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006214, over 21.00 utterances.], tot_loss[loss=0.09132, over 1463182.19 frames. utt_duration=1290 frames, utt_pad_proportion=0.04791, over 4540.50 utterances.], batch size: 21, lr: 4.31e-04
2022-11-23 17:04:04,244 INFO [train.py:818] (0/4) Epoch 13, batch 1500, loss[loss=0.0637, over 7450.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007123, over 18.00 utterances.], tot_loss[loss=0.09214, over 1462905.46 frames. utt_duration=1318 frames, utt_pad_proportion=0.0411, over 4444.45 utterances.], batch size: 18, lr: 4.31e-04
2022-11-23 17:04:42,507 INFO [train.py:818] (0/4) Epoch 13, batch 1550, loss[loss=0.05777, over 7386.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.00655, over 19.00 utterances.], tot_loss[loss=0.09251, over 1463730.00 frames. utt_duration=1295 frames, utt_pad_proportion=0.04805, over 4526.89 utterances.], batch size: 19, lr: 4.31e-04
2022-11-23 17:05:19,466 INFO [train.py:818] (0/4) Epoch 13, batch 1600, loss[loss=0.1232, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006526, over 21.00 utterances.], tot_loss[loss=0.09273, over 1463859.76 frames. utt_duration=1296 frames, utt_pad_proportion=0.051, over 4523.64 utterances.], batch size: 21, lr: 4.31e-04
2022-11-23 17:05:56,224 INFO [train.py:818] (0/4) Epoch 13, batch 1650, loss[loss=0.08385, over 7232.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01483, over 24.00 utterances.], tot_loss[loss=0.09289, over 1464242.34 frames. utt_duration=1289 frames, utt_pad_proportion=0.05299, over 4549.64 utterances.], batch size: 24, lr: 4.31e-04
2022-11-23 17:06:32,411 INFO [train.py:818] (0/4) Epoch 13, batch 1700, loss[loss=0.07867, over 7483.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004619, over 21.00 utterances.], tot_loss[loss=0.09285, over 1465107.75 frames. utt_duration=1290 frames, utt_pad_proportion=0.05012, over 4548.53 utterances.], batch size: 21, lr: 4.31e-04
2022-11-23 17:07:09,869 INFO [train.py:818] (0/4) Epoch 13, batch 1750, loss[loss=0.09882, over 7475.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007001, over 20.00 utterances.], tot_loss[loss=0.0934, over 1466227.36 frames. utt_duration=1286 frames, utt_pad_proportion=0.05144, over 4567.11 utterances.], batch size: 20, lr: 4.30e-04
2022-11-23 17:07:46,108 INFO [train.py:818] (0/4) Epoch 13, batch 1800, loss[loss=0.07756, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005144, over 19.00 utterances.], tot_loss[loss=0.09296, over 1466593.85 frames. utt_duration=1279 frames, utt_pad_proportion=0.05196, over 4591.82 utterances.], batch size: 19, lr: 4.30e-04
2022-11-23 17:08:23,700 INFO [train.py:818] (0/4) Epoch 13, batch 1850, loss[loss=0.06164, over 7295.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005041, over 20.00 utterances.], tot_loss[loss=0.09343, over 1465895.52 frames. utt_duration=1276 frames, utt_pad_proportion=0.05138, over 4601.80 utterances.], batch size: 20, lr: 4.30e-04
2022-11-23 17:08:59,611 INFO [train.py:818] (0/4) Epoch 13, batch 1900, loss[loss=0.08093, over 7223.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02002, over 25.00 utterances.], tot_loss[loss=0.09198, over 1465274.13 frames. utt_duration=1285 frames, utt_pad_proportion=0.0463, over 4567.83 utterances.], batch size: 25, lr: 4.30e-04
2022-11-23 17:09:36,818 INFO [train.py:818] (0/4) Epoch 13, batch 1950, loss[loss=0.07295, over 7221.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.03414, over 16.00 utterances.], tot_loss[loss=0.0929, over 1464971.45 frames. utt_duration=1252 frames, utt_pad_proportion=0.05957, over 4685.87 utterances.], batch size: 16, lr: 4.30e-04
2022-11-23 17:10:13,586 INFO [train.py:818] (0/4) Epoch 13, batch 2000, loss[loss=0.09616, over 7334.00 frames. utt_duration=1088 frames, utt_pad_proportion=0.02947, over 27.00 utterances.], tot_loss[loss=0.09206, over 1464118.48 frames. utt_duration=1274 frames, utt_pad_proportion=0.0516, over 4600.95 utterances.], batch size: 27, lr: 4.30e-04
2022-11-23 17:10:49,338 INFO [train.py:818] (0/4) Epoch 13, batch 2050, loss[loss=0.1037, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007463, over 22.00 utterances.], tot_loss[loss=0.09187, over 1464811.26 frames. utt_duration=1271 frames, utt_pad_proportion=0.05418, over 4616.48 utterances.], batch size: 22, lr: 4.30e-04
2022-11-23 17:11:25,322 INFO [train.py:818] (0/4) Epoch 13, batch 2100, loss[loss=0.101, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00641, over 18.00 utterances.], tot_loss[loss=0.09194, over 1463656.44 frames. utt_duration=1280 frames, utt_pad_proportion=0.05104, over 4578.63 utterances.], batch size: 18, lr: 4.30e-04
2022-11-23 17:12:01,405 INFO [train.py:818] (0/4) Epoch 13, batch 2150, loss[loss=0.09331, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005581, over 20.00 utterances.], tot_loss[loss=0.09122, over 1464202.81 frames. utt_duration=1298 frames, utt_pad_proportion=0.04409, over 4516.59 utterances.], batch size: 20, lr: 4.30e-04
2022-11-23 17:12:37,443 INFO [train.py:818] (0/4) Epoch 13, batch 2200, loss[loss=0.1076, over 7286.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006505, over 20.00 utterances.], tot_loss[loss=0.09228, over 1465088.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.05474, over 4625.51 utterances.], batch size: 20, lr: 4.30e-04
2022-11-23 17:13:14,876 INFO [train.py:818] (0/4) Epoch 13, batch 2250, loss[loss=0.06406, over 7228.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01645, over 24.00 utterances.], tot_loss[loss=0.09229, over 1465478.23 frames. utt_duration=1246 frames, utt_pad_proportion=0.06281, over 4710.57 utterances.], batch size: 24, lr: 4.30e-04
2022-11-23 17:13:52,528 INFO [train.py:818] (0/4) Epoch 13, batch 2300, loss[loss=0.1436, over 7194.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.004734, over 19.00 utterances.], tot_loss[loss=0.09231, over 1465188.09 frames. utt_duration=1236 frames, utt_pad_proportion=0.06177, over 4746.09 utterances.], batch size: 19, lr: 4.29e-04
2022-11-23 17:14:28,131 INFO [train.py:818] (0/4) Epoch 13, batch 2350, loss[loss=0.06678, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.004754, over 20.00 utterances.], tot_loss[loss=0.0935, over 1464067.98 frames. utt_duration=1256 frames, utt_pad_proportion=0.05609, over 4669.38 utterances.], batch size: 20, lr: 4.29e-04
2022-11-23 17:15:05,182 INFO [train.py:818] (0/4) Epoch 13, batch 2400, loss[loss=0.05691, over 7319.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.00799, over 18.00 utterances.], tot_loss[loss=0.09305, over 1463952.54 frames. utt_duration=1254 frames, utt_pad_proportion=0.05659, over 4676.40 utterances.], batch size: 18, lr: 4.29e-04
2022-11-23 17:15:42,026 INFO [train.py:818] (0/4) Epoch 13, batch 2450, loss[loss=0.08088, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006927, over 20.00 utterances.], tot_loss[loss=0.09277, over 1464523.59 frames. utt_duration=1270 frames, utt_pad_proportion=0.05292, over 4619.38 utterances.], batch size: 20, lr: 4.29e-04
2022-11-23 17:16:17,775 INFO [train.py:818] (0/4) Epoch 13, batch 2500, loss[loss=0.118, over 7423.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005322, over 22.00 utterances.], tot_loss[loss=0.09287, over 1464211.45 frames. utt_duration=1274 frames, utt_pad_proportion=0.0532, over 4604.15 utterances.], batch size: 22, lr: 4.29e-04
2022-11-23 17:16:54,951 INFO [train.py:818] (0/4) Epoch 13, batch 2550, loss[loss=0.1046, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.00756, over 20.00 utterances.], tot_loss[loss=0.09261, over 1463638.07 frames. utt_duration=1252 frames, utt_pad_proportion=0.05946, over 4680.82 utterances.], batch size: 20, lr: 4.29e-04
2022-11-23 17:17:31,825 INFO [train.py:818] (0/4) Epoch 13, batch 2600, loss[loss=0.1063, over 7327.00 frames. utt_duration=753 frames, utt_pad_proportion=0.1141, over 39.00 utterances.], tot_loss[loss=0.09315, over 1463188.18 frames. utt_duration=1266 frames, utt_pad_proportion=0.05345, over 4628.26 utterances.], batch size: 39, lr: 4.29e-04
2022-11-23 17:18:08,553 INFO [train.py:818] (0/4) Epoch 13, batch 2650, loss[loss=0.07315, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006715, over 21.00 utterances.], tot_loss[loss=0.0918, over 1463344.06 frames. utt_duration=1258 frames, utt_pad_proportion=0.05702, over 4659.75 utterances.], batch size: 21, lr: 4.29e-04
2022-11-23 17:18:46,187 INFO [train.py:818] (0/4) Epoch 13, batch 2700, loss[loss=0.05284, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005963, over 19.00 utterances.], tot_loss[loss=0.09178, over 1463452.26 frames. utt_duration=1253 frames, utt_pad_proportion=0.05754, over 4675.87 utterances.], batch size: 19, lr: 4.29e-04
2022-11-23 17:19:22,654 INFO [train.py:818] (0/4) Epoch 13, batch 2750, loss[loss=0.09495, over 7244.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.0137, over 24.00 utterances.], tot_loss[loss=0.09176, over 1463521.06 frames. utt_duration=1246 frames, utt_pad_proportion=0.05817, over 4705.42 utterances.], batch size: 24, lr: 4.29e-04
2022-11-23 17:19:59,885 INFO [train.py:818] (0/4) Epoch 13, batch 2800, loss[loss=0.1092, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005181, over 21.00 utterances.], tot_loss[loss=0.09119, over 1465014.76 frames. utt_duration=1264 frames, utt_pad_proportion=0.05215, over 4642.16 utterances.], batch size: 21, lr: 4.28e-04
2022-11-23 17:20:36,313 INFO [train.py:818] (0/4) Epoch 13, batch 2850, loss[loss=0.08086, over 7171.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.007741, over 21.00 utterances.], tot_loss[loss=0.09177, over 1465758.25 frames. utt_duration=1254 frames, utt_pad_proportion=0.05953, over 4681.83 utterances.], batch size: 21, lr: 4.28e-04
2022-11-23 17:21:13,486 INFO [train.py:818] (0/4) Epoch 13, batch 2900, loss[loss=0.06777, over 7271.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03515, over 27.00 utterances.], tot_loss[loss=0.09109, over 1463593.45 frames. utt_duration=1246 frames, utt_pad_proportion=0.05807, over 4705.24 utterances.], batch size: 27, lr: 4.28e-04
2022-11-23 17:21:50,506 INFO [train.py:818] (0/4) Epoch 13, batch 2950, loss[loss=0.06085, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005687, over 21.00 utterances.], tot_loss[loss=0.08987, over 1464404.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.04964, over 4588.08 utterances.], batch size: 21, lr: 4.28e-04
2022-11-23 17:22:27,835 INFO [train.py:818] (0/4) Epoch 13, batch 3000, loss[loss=0.07211, over 7482.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.007883, over 19.00 utterances.], tot_loss[loss=0.0884, over 1464385.42 frames. utt_duration=1276 frames, utt_pad_proportion=0.05141, over 4595.41 utterances.], batch size: 19, lr: 4.28e-04
2022-11-23 17:22:27,836 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 17:22:47,813 INFO [train.py:847] (0/4) Epoch 13, validation: loss=0.05343, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 17:23:24,245 INFO [train.py:818] (0/4) Epoch 13, batch 3050, loss[loss=0.09545, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009036, over 22.00 utterances.], tot_loss[loss=0.08799, over 1464486.87 frames. utt_duration=1294 frames, utt_pad_proportion=0.04444, over 4533.40 utterances.], batch size: 22, lr: 4.28e-04
2022-11-23 17:24:00,503 INFO [train.py:818] (0/4) Epoch 13, batch 3100, loss[loss=0.07017, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004905, over 20.00 utterances.], tot_loss[loss=0.08861, over 1464912.85 frames. utt_duration=1286 frames, utt_pad_proportion=0.0457, over 4561.30 utterances.], batch size: 20, lr: 4.28e-04
2022-11-23 17:24:36,104 INFO [train.py:818] (0/4) Epoch 13, batch 3150, loss[loss=0.151, over 7389.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00578, over 20.00 utterances.], tot_loss[loss=0.08899, over 1465403.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.04662, over 4603.32 utterances.], batch size: 20, lr: 4.28e-04
2022-11-23 17:25:13,776 INFO [train.py:818] (0/4) Epoch 13, batch 3200, loss[loss=0.07845, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.009599, over 17.00 utterances.], tot_loss[loss=0.0887, over 1465564.42 frames. utt_duration=1271 frames, utt_pad_proportion=0.04693, over 4616.68 utterances.], batch size: 17, lr: 4.28e-04
2022-11-23 17:25:50,828 INFO [train.py:818] (0/4) Epoch 13, batch 3250, loss[loss=0.0793, over 7378.00 frames. utt_duration=758.2 frames, utt_pad_proportion=0.1335, over 39.00 utterances.], tot_loss[loss=0.08917, over 1464933.88 frames. utt_duration=1280 frames, utt_pad_proportion=0.04679, over 4583.58 utterances.], batch size: 39, lr: 4.28e-04
2022-11-23 17:26:27,029 INFO [train.py:818] (0/4) Epoch 13, batch 3300, loss[loss=0.08327, over 7487.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006828, over 19.00 utterances.], tot_loss[loss=0.08979, over 1464883.37 frames. utt_duration=1270 frames, utt_pad_proportion=0.05068, over 4618.98 utterances.], batch size: 19, lr: 4.27e-04
2022-11-23 17:27:03,573 INFO [train.py:818] (0/4) Epoch 13, batch 3350, loss[loss=0.1095, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008333, over 18.00 utterances.], tot_loss[loss=0.09102, over 1465819.42 frames. utt_duration=1248 frames, utt_pad_proportion=0.05762, over 4701.92 utterances.], batch size: 18, lr: 4.27e-04
2022-11-23 17:27:40,662 INFO [train.py:818] (0/4) Epoch 13, batch 3400, loss[loss=0.07794, over 7319.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.006442, over 17.00 utterances.], tot_loss[loss=0.09143, over 1465743.40 frames. utt_duration=1242 frames, utt_pad_proportion=0.06085, over 4726.26 utterances.], batch size: 17, lr: 4.27e-04
2022-11-23 17:28:17,256 INFO [train.py:818] (0/4) Epoch 13, batch 3450, loss[loss=0.09911, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007665, over 18.00 utterances.], tot_loss[loss=0.09036, over 1466231.40 frames. utt_duration=1284 frames, utt_pad_proportion=0.05156, over 4572.75 utterances.], batch size: 18, lr: 4.27e-04
2022-11-23 17:28:55,077 INFO [train.py:818] (0/4) Epoch 13, batch 3500, loss[loss=0.08305, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008359, over 23.00 utterances.], tot_loss[loss=0.0896, over 1465799.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.05817, over 4655.01 utterances.], batch size: 23, lr: 4.27e-04
2022-11-23 17:29:31,710 INFO [train.py:818] (0/4) Epoch 13, batch 3550, loss[loss=0.0621, over 7284.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.00671, over 20.00 utterances.], tot_loss[loss=0.09035, over 1465154.01 frames. utt_duration=1275 frames, utt_pad_proportion=0.05393, over 4600.72 utterances.], batch size: 20, lr: 4.27e-04
2022-11-23 17:30:07,993 INFO [train.py:818] (0/4) Epoch 13, batch 3600, loss[loss=0.08029, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005963, over 19.00 utterances.], tot_loss[loss=0.09036, over 1465720.11 frames. utt_duration=1268 frames, utt_pad_proportion=0.05227, over 4628.99 utterances.], batch size: 19, lr: 4.27e-04
2022-11-23 17:30:44,119 INFO [train.py:818] (0/4) Epoch 13, batch 3650, loss[loss=0.06884, over 7293.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01033, over 17.00 utterances.], tot_loss[loss=0.09018, over 1465867.99 frames. utt_duration=1268 frames, utt_pad_proportion=0.05132, over 4630.74 utterances.], batch size: 17, lr: 4.27e-04
2022-11-23 17:31:21,505 INFO [train.py:818] (0/4) Epoch 13, batch 3700, loss[loss=0.1319, over 7448.00 frames. utt_duration=415.2 frames, utt_pad_proportion=0.3491, over 72.00 utterances.], tot_loss[loss=0.08961, over 1465686.64 frames. utt_duration=1242 frames, utt_pad_proportion=0.05871, over 4724.23 utterances.], batch size: 72, lr: 4.27e-04
2022-11-23 17:31:58,545 INFO [train.py:818] (0/4) Epoch 13, batch 3750, loss[loss=0.08264, over 7322.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006406, over 18.00 utterances.], tot_loss[loss=0.09, over 1465547.69 frames. utt_duration=1226 frames, utt_pad_proportion=0.06206, over 4788.74 utterances.], batch size: 18, lr: 4.27e-04
2022-11-23 17:32:34,667 INFO [train.py:818] (0/4) Epoch 13, batch 3800, loss[loss=0.09581, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00648, over 19.00 utterances.], tot_loss[loss=0.08952, over 1464685.67 frames. utt_duration=1233 frames, utt_pad_proportion=0.06116, over 4757.83 utterances.], batch size: 19, lr: 4.26e-04
2022-11-23 17:33:11,328 INFO [train.py:818] (0/4) Epoch 13, batch 3850, loss[loss=0.06801, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007325, over 20.00 utterances.], tot_loss[loss=0.08876, over 1465884.14 frames. utt_duration=1248 frames, utt_pad_proportion=0.06017, over 4704.41 utterances.], batch size: 20, lr: 4.26e-04
2022-11-23 17:33:47,842 INFO [train.py:818] (0/4) Epoch 13, batch 3900, loss[loss=0.05445, over 7492.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01036, over 23.00 utterances.], tot_loss[loss=0.08893, over 1465943.08 frames. utt_duration=1254 frames, utt_pad_proportion=0.05668, over 4680.78 utterances.], batch size: 23, lr: 4.26e-04
2022-11-23 17:34:23,537 INFO [train.py:818] (0/4) Epoch 13, batch 3950, loss[loss=0.08587, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005172, over 20.00 utterances.], tot_loss[loss=0.089, over 1465923.33 frames. utt_duration=1222 frames, utt_pad_proportion=0.06744, over 4803.12 utterances.], batch size: 20, lr: 4.26e-04
2022-11-23 17:35:00,428 INFO [train.py:818] (0/4) Epoch 13, batch 4000, loss[loss=0.06455, over 7169.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.007397, over 22.00 utterances.], tot_loss[loss=0.08791, over 1466109.75 frames. utt_duration=1228 frames, utt_pad_proportion=0.06456, over 4779.71 utterances.], batch size: 22, lr: 4.26e-04
2022-11-23 17:35:38,267 INFO [train.py:818] (0/4) Epoch 13, batch 4050, loss[loss=0.06191, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006297, over 19.00 utterances.], tot_loss[loss=0.08927, over 1465892.00 frames. utt_duration=1230 frames, utt_pad_proportion=0.06603, over 4773.37 utterances.], batch size: 19, lr: 4.26e-04
2022-11-23 17:36:15,139 INFO [train.py:818] (0/4) Epoch 13, batch 4100, loss[loss=0.08282, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006705, over 20.00 utterances.], tot_loss[loss=0.08975, over 1465977.16 frames. utt_duration=1262 frames, utt_pad_proportion=0.05667, over 4650.35 utterances.], batch size: 20, lr: 4.26e-04
2022-11-23 17:36:50,989 INFO [train.py:818] (0/4) Epoch 13, batch 4150, loss[loss=0.08934, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007044, over 21.00 utterances.], tot_loss[loss=0.09109, over 1465306.86 frames. utt_duration=1292 frames, utt_pad_proportion=0.04847, over 4542.99 utterances.], batch size: 21, lr: 4.26e-04
2022-11-23 17:37:28,543 INFO [train.py:818] (0/4) Epoch 13, batch 4200, loss[loss=0.08399, over 7489.00 frames. utt_duration=1764 frames, utt_pad_proportion=0.005836, over 17.00 utterances.], tot_loss[loss=0.09271, over 1465940.44 frames. utt_duration=1285 frames, utt_pad_proportion=0.05134, over 4568.48 utterances.], batch size: 17, lr: 4.26e-04
2022-11-23 17:38:06,977 INFO [train.py:818] (0/4) Epoch 13, batch 4250, loss[loss=0.1675, over 7416.00 frames. utt_duration=413.5 frames, utt_pad_proportion=0.357, over 72.00 utterances.], tot_loss[loss=0.09489, over 1466717.88 frames. utt_duration=1227 frames, utt_pad_proportion=0.0691, over 4786.04 utterances.], batch size: 72, lr: 4.26e-04
2022-11-23 17:38:43,801 INFO [train.py:818] (0/4) Epoch 13, batch 4300, loss[loss=0.09101, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005884, over 20.00 utterances.], tot_loss[loss=0.09713, over 1466318.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06646, over 4740.24 utterances.], batch size: 20, lr: 4.26e-04
2022-11-23 17:39:22,437 INFO [train.py:818] (0/4) Epoch 13, batch 4350, loss[loss=0.0983, over 7460.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0122, over 24.00 utterances.], tot_loss[loss=0.09995, over 1466892.48 frames. utt_duration=1212 frames, utt_pad_proportion=0.075, over 4848.66 utterances.], batch size: 24, lr: 4.25e-04
2022-11-23 17:39:59,827 INFO [train.py:818] (0/4) Epoch 13, batch 4400, loss[loss=0.12, over 7450.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.007453, over 17.00 utterances.], tot_loss[loss=0.1021, over 1466670.59 frames. utt_duration=1223 frames, utt_pad_proportion=0.06909, over 4804.15 utterances.], batch size: 17, lr: 4.25e-04
2022-11-23 17:40:36,558 INFO [train.py:818] (0/4) Epoch 13, batch 4450, loss[loss=0.07546, over 7296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006022, over 19.00 utterances.], tot_loss[loss=0.1029, over 1465961.06 frames. utt_duration=1228 frames, utt_pad_proportion=0.06706, over 4782.03 utterances.], batch size: 19, lr: 4.25e-04
2022-11-23 17:41:13,734 INFO [train.py:818] (0/4) Epoch 13, batch 4500, loss[loss=0.09329, over 7475.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007001, over 20.00 utterances.], tot_loss[loss=0.1059, over 1466822.91 frames. utt_duration=1241 frames, utt_pad_proportion=0.06402, over 4733.82 utterances.], batch size: 20, lr: 4.25e-04
2022-11-23 17:41:49,093 INFO [train.py:818] (0/4) Epoch 13, batch 4550, loss[loss=0.0983, over 7101.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005804, over 18.00 utterances.], tot_loss[loss=0.1069, over 1464543.38 frames. utt_duration=1268 frames, utt_pad_proportion=0.0548, over 4623.85 utterances.], batch size: 18, lr: 4.25e-04
2022-11-23 17:42:26,928 INFO [train.py:818] (0/4) Epoch 13, batch 4600, loss[loss=0.1016, over 7216.00 frames. utt_duration=1445 frames, utt_pad_proportion=0.00369, over 20.00 utterances.], tot_loss[loss=0.1075, over 1463857.95 frames. utt_duration=1269 frames, utt_pad_proportion=0.0519, over 4618.89 utterances.], batch size: 20, lr: 4.25e-04
2022-11-23 17:43:02,738 INFO [train.py:818] (0/4) Epoch 13, batch 4650, loss[loss=0.1347, over 7201.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.01859, over 24.00 utterances.], tot_loss[loss=0.1088, over 1464717.77 frames. utt_duration=1265 frames, utt_pad_proportion=0.05327, over 4637.70 utterances.], batch size: 24, lr: 4.25e-04
2022-11-23 17:43:40,433 INFO [train.py:818] (0/4) Epoch 13, batch 4700, loss[loss=0.08949, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006445, over 19.00 utterances.], tot_loss[loss=0.1089, over 1466056.98 frames. utt_duration=1259 frames, utt_pad_proportion=0.05555, over 4664.78 utterances.], batch size: 19, lr: 4.25e-04
2022-11-23 17:44:18,635 INFO [train.py:818] (0/4) Epoch 13, batch 4750, loss[loss=0.1245, over 7300.00 frames. utt_duration=750.2 frames, utt_pad_proportion=0.1446, over 39.00 utterances.], tot_loss[loss=0.1103, over 1466261.91 frames. utt_duration=1248 frames, utt_pad_proportion=0.05881, over 4705.38 utterances.], batch size: 39, lr: 4.25e-04
2022-11-23 17:44:56,169 INFO [train.py:818] (0/4) Epoch 13, batch 4800, loss[loss=0.1064, over 7179.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008076, over 22.00 utterances.], tot_loss[loss=0.1122, over 1465993.30 frames. utt_duration=1208 frames, utt_pad_proportion=0.06955, over 4859.84 utterances.], batch size: 22, lr: 4.25e-04
2022-11-23 17:45:32,888 INFO [train.py:818] (0/4) Epoch 13, batch 4850, loss[loss=0.1104, over 7187.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007414, over 18.00 utterances.], tot_loss[loss=0.1127, over 1466657.97 frames. utt_duration=1228 frames, utt_pad_proportion=0.06409, over 4784.97 utterances.], batch size: 18, lr: 4.24e-04
2022-11-23 17:46:10,123 INFO [train.py:818] (0/4) Epoch 13, batch 4900, loss[loss=0.1041, over 7479.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01191, over 24.00 utterances.], tot_loss[loss=0.1121, over 1466080.65 frames. utt_duration=1221 frames, utt_pad_proportion=0.06592, over 4807.27 utterances.], batch size: 24, lr: 4.24e-04
2022-11-23 17:46:47,272 INFO [train.py:818] (0/4) Epoch 13, batch 4950, loss[loss=0.1371, over 7178.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007012, over 22.00 utterances.], tot_loss[loss=0.1114, over 1465905.40 frames. utt_duration=1239 frames, utt_pad_proportion=0.06463, over 4738.54 utterances.], batch size: 22, lr: 4.24e-04
2022-11-23 17:47:23,262 INFO [train.py:818] (0/4) Epoch 13, batch 5000, loss[loss=0.1081, over 7326.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03216, over 27.00 utterances.], tot_loss[loss=0.111, over 1466358.75 frames. utt_duration=1236 frames, utt_pad_proportion=0.06324, over 4751.50 utterances.], batch size: 27, lr: 4.24e-04
2022-11-23 17:48:00,017 INFO [train.py:818] (0/4) Epoch 13, batch 5050, loss[loss=0.09409, over 7303.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004257, over 20.00 utterances.], tot_loss[loss=0.1111, over 1466263.44 frames. utt_duration=1235 frames, utt_pad_proportion=0.06333, over 4753.61 utterances.], batch size: 20, lr: 4.24e-04
2022-11-23 17:48:37,163 INFO [train.py:818] (0/4) Epoch 13, batch 5100, loss[loss=0.09975, over 7237.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.01892, over 25.00 utterances.], tot_loss[loss=0.1121, over 1466309.66 frames. utt_duration=1216 frames, utt_pad_proportion=0.06856, over 4827.94 utterances.], batch size: 25, lr: 4.24e-04
2022-11-23 17:49:14,838 INFO [train.py:818] (0/4) Epoch 13, batch 5150, loss[loss=0.08739, over 7103.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005178, over 18.00 utterances.], tot_loss[loss=0.1129, over 1466059.69 frames. utt_duration=1189 frames, utt_pad_proportion=0.07709, over 4936.60 utterances.], batch size: 18, lr: 4.24e-04
2022-11-23 17:49:51,660 INFO [train.py:818] (0/4) Epoch 13, batch 5200, loss[loss=0.06701, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006569, over 20.00 utterances.], tot_loss[loss=0.1123, over 1465630.24 frames. utt_duration=1199 frames, utt_pad_proportion=0.07684, over 4897.25 utterances.], batch size: 20, lr: 4.24e-04
2022-11-23 17:50:27,987 INFO [train.py:818] (0/4) Epoch 13, batch 5250, loss[loss=0.1116, over 7296.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005279, over 20.00 utterances.], tot_loss[loss=0.1118, over 1465388.79 frames. utt_duration=1220 frames, utt_pad_proportion=0.07006, over 4810.78 utterances.], batch size: 20, lr: 4.24e-04
2022-11-23 17:50:44,270 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-112000.pt
2022-11-23 17:51:15,784 INFO [train.py:818] (0/4) Epoch 13, batch 5300, loss[loss=0.1153, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005756, over 20.00 utterances.], tot_loss[loss=0.1133, over 1466388.32 frames. utt_duration=1196 frames, utt_pad_proportion=0.07993, over 4910.67 utterances.], batch size: 20, lr: 4.24e-04
2022-11-23 17:51:52,968 INFO [train.py:818] (0/4) Epoch 13, batch 5350, loss[loss=0.1501, over 7454.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01627, over 24.00 utterances.], tot_loss[loss=0.1132, over 1467181.45 frames. utt_duration=1180 frames, utt_pad_proportion=0.0836, over 4977.71 utterances.], batch size: 24, lr: 4.24e-04
2022-11-23 17:52:29,420 INFO [train.py:818] (0/4) Epoch 13, batch 5400, loss[loss=0.07435, over 7155.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01064, over 17.00 utterances.], tot_loss[loss=0.1116, over 1465936.09 frames. utt_duration=1210 frames, utt_pad_proportion=0.0753, over 4850.49 utterances.], batch size: 17, lr: 4.23e-04
2022-11-23 17:53:07,623 INFO [train.py:818] (0/4) Epoch 13, batch 5450, loss[loss=0.1058, over 7315.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.005771, over 22.00 utterances.], tot_loss[loss=0.1113, over 1466865.68 frames. utt_duration=1190 frames, utt_pad_proportion=0.07643, over 4936.76 utterances.], batch size: 22, lr: 4.23e-04
2022-11-23 17:53:45,197 INFO [train.py:818] (0/4) Epoch 13, batch 5500, loss[loss=0.1092, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.00618, over 19.00 utterances.], tot_loss[loss=0.1126, over 1467403.63 frames. utt_duration=1186 frames, utt_pad_proportion=0.07694, over 4957.00 utterances.], batch size: 19, lr: 4.23e-04
2022-11-23 17:54:21,589 INFO [train.py:818] (0/4) Epoch 13, batch 5550, loss[loss=0.1229, over 7486.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02189, over 26.00 utterances.], tot_loss[loss=0.1126, over 1467190.35 frames. utt_duration=1190 frames, utt_pad_proportion=0.07877, over 4936.52 utterances.], batch size: 26, lr: 4.23e-04
2022-11-23 17:55:00,352 INFO [train.py:818] (0/4) Epoch 13, batch 5600, loss[loss=0.08541, over 7400.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005572, over 19.00 utterances.], tot_loss[loss=0.1124, over 1467522.07 frames. utt_duration=1186 frames, utt_pad_proportion=0.07616, over 4953.65 utterances.], batch size: 19, lr: 4.23e-04
2022-11-23 17:55:36,821 INFO [train.py:818] (0/4) Epoch 13, batch 5650, loss[loss=0.08656, over 7288.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006741, over 19.00 utterances.], tot_loss[loss=0.1118, over 1465852.31 frames. utt_duration=1196 frames, utt_pad_proportion=0.07298, over 4907.56 utterances.], batch size: 19, lr: 4.23e-04
2022-11-23 17:56:14,609 INFO [train.py:818] (0/4) Epoch 13, batch 5700, loss[loss=0.1117, over 7486.00 frames. utt_duration=769 frames, utt_pad_proportion=0.1171, over 39.00 utterances.], tot_loss[loss=0.1121, over 1465353.61 frames. utt_duration=1192 frames, utt_pad_proportion=0.07351, over 4921.83 utterances.], batch size: 39, lr: 4.23e-04
2022-11-23 17:56:50,005 INFO [train.py:818] (0/4) Epoch 13, batch 5750, loss[loss=0.07377, over 7403.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.007966, over 22.00 utterances.], tot_loss[loss=0.1128, over 1466526.33 frames. utt_duration=1204 frames, utt_pad_proportion=0.07028, over 4876.92 utterances.], batch size: 22, lr: 4.23e-04
2022-11-23 17:57:28,418 INFO [train.py:818] (0/4) Epoch 13, batch 5800, loss[loss=0.1779, over 7416.00 frames. utt_duration=408 frames, utt_pad_proportion=0.3585, over 73.00 utterances.], tot_loss[loss=0.1121, over 1465962.19 frames. utt_duration=1194 frames, utt_pad_proportion=0.07612, over 4919.28 utterances.], batch size: 73, lr: 4.23e-04
2022-11-23 17:58:05,718 INFO [train.py:818] (0/4) Epoch 13, batch 5850, loss[loss=0.09966, over 7170.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.007879, over 21.00 utterances.], tot_loss[loss=0.1127, over 1466087.88 frames. utt_duration=1160 frames, utt_pad_proportion=0.0897, over 5063.17 utterances.], batch size: 21, lr: 4.23e-04
2022-11-23 17:58:43,378 INFO [train.py:818] (0/4) Epoch 13, batch 5900, loss[loss=0.08874, over 7400.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005438, over 19.00 utterances.], tot_loss[loss=0.1124, over 1466560.77 frames. utt_duration=1193 frames, utt_pad_proportion=0.0806, over 4923.36 utterances.], batch size: 19, lr: 4.23e-04
2022-11-23 17:59:19,732 INFO [train.py:818] (0/4) Epoch 13, batch 5950, loss[loss=0.1178, over 7292.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007644, over 22.00 utterances.], tot_loss[loss=0.1116, over 1466215.87 frames. utt_duration=1190 frames, utt_pad_proportion=0.08387, over 4933.61 utterances.], batch size: 22, lr: 4.22e-04
2022-11-23 17:59:56,841 INFO [train.py:818] (0/4) Epoch 13, batch 6000, loss[loss=0.1069, over 7284.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.007587, over 19.00 utterances.], tot_loss[loss=0.1118, over 1465627.11 frames. utt_duration=1216 frames, utt_pad_proportion=0.07593, over 4825.92 utterances.], batch size: 19, lr: 4.22e-04
2022-11-23 17:59:56,844 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 18:00:16,796 INFO [train.py:847] (0/4) Epoch 13, validation: loss=0.04913, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 18:00:53,342 INFO [train.py:818] (0/4) Epoch 13, batch 6050, loss[loss=0.1161, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.004984, over 21.00 utterances.], tot_loss[loss=0.1106, over 1466315.52 frames. utt_duration=1194 frames, utt_pad_proportion=0.07987, over 4920.37 utterances.], batch size: 21, lr: 4.22e-04
2022-11-23 18:01:31,444 INFO [train.py:818] (0/4) Epoch 13, batch 6100, loss[loss=0.1243, over 7344.00 frames. utt_duration=774.3 frames, utt_pad_proportion=0.1192, over 38.00 utterances.], tot_loss[loss=0.1102, over 1466941.44 frames. utt_duration=1194 frames, utt_pad_proportion=0.07627, over 4921.51 utterances.], batch size: 38, lr: 4.22e-04
2022-11-23 18:02:08,995 INFO [train.py:818] (0/4) Epoch 13, batch 6150, loss[loss=0.1382, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.005293, over 22.00 utterances.], tot_loss[loss=0.1092, over 1466568.50 frames. utt_duration=1205 frames, utt_pad_proportion=0.07601, over 4875.30 utterances.], batch size: 22, lr: 4.22e-04
2022-11-23 18:02:46,824 INFO [train.py:818] (0/4) Epoch 13, batch 6200, loss[loss=0.07555, over 7152.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.00989, over 17.00 utterances.], tot_loss[loss=0.1085, over 1465859.34 frames. utt_duration=1211 frames, utt_pad_proportion=0.07357, over 4845.87 utterances.], batch size: 17, lr: 4.22e-04
2022-11-23 18:03:24,206 INFO [train.py:818] (0/4) Epoch 13, batch 6250, loss[loss=0.1053, over 7307.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006823, over 22.00 utterances.], tot_loss[loss=0.1091, over 1464865.64 frames. utt_duration=1190 frames, utt_pad_proportion=0.08203, over 4932.09 utterances.], batch size: 22, lr: 4.22e-04
2022-11-23 18:04:01,935 INFO [train.py:818] (0/4) Epoch 13, batch 6300, loss[loss=0.09809, over 7479.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.0123, over 23.00 utterances.], tot_loss[loss=0.109, over 1465488.80 frames. utt_duration=1199 frames, utt_pad_proportion=0.07519, over 4896.49 utterances.], batch size: 23, lr: 4.22e-04
2022-11-23 18:04:41,174 INFO [train.py:818] (0/4) Epoch 13, batch 6350, loss[loss=0.1047, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00774, over 22.00 utterances.], tot_loss[loss=0.1098, over 1465933.61 frames. utt_duration=1185 frames, utt_pad_proportion=0.07793, over 4953.63 utterances.], batch size: 22, lr: 4.22e-04
2022-11-23 18:05:18,474 INFO [train.py:818] (0/4) Epoch 13, batch 6400, loss[loss=0.1124, over 7193.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006345, over 18.00 utterances.], tot_loss[loss=0.109, over 1465549.61 frames. utt_duration=1193 frames, utt_pad_proportion=0.07759, over 4920.61 utterances.], batch size: 18, lr: 4.22e-04
2022-11-23 18:05:56,721 INFO [train.py:818] (0/4) Epoch 13, batch 6450, loss[loss=0.1477, over 7179.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007869, over 22.00 utterances.], tot_loss[loss=0.1111, over 1465441.27 frames. utt_duration=1215 frames, utt_pad_proportion=0.07038, over 4831.96 utterances.], batch size: 22, lr: 4.21e-04
2022-11-23 18:06:34,619 INFO [train.py:818] (0/4) Epoch 13, batch 6500, loss[loss=0.1033, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006449, over 18.00 utterances.], tot_loss[loss=0.11, over 1466177.86 frames. utt_duration=1219 frames, utt_pad_proportion=0.06946, over 4816.23 utterances.], batch size: 18, lr: 4.21e-04
2022-11-23 18:07:11,860 INFO [train.py:818] (0/4) Epoch 13, batch 6550, loss[loss=0.1496, over 7389.00 frames. utt_duration=779.2 frames, utt_pad_proportion=0.1145, over 38.00 utterances.], tot_loss[loss=0.1091, over 1464987.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.06243, over 4712.72 utterances.], batch size: 38, lr: 4.21e-04
2022-11-23 18:07:47,953 INFO [train.py:818] (0/4) Epoch 13, batch 6600, loss[loss=0.08308, over 7451.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.00719, over 18.00 utterances.], tot_loss[loss=0.1087, over 1466197.15 frames. utt_duration=1232 frames, utt_pad_proportion=0.06614, over 4764.58 utterances.], batch size: 18, lr: 4.21e-04
2022-11-23 18:08:25,723 INFO [train.py:818] (0/4) Epoch 13, batch 6650, loss[loss=0.09175, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004658, over 20.00 utterances.], tot_loss[loss=0.11, over 1465916.98 frames. utt_duration=1217 frames, utt_pad_proportion=0.0688, over 4822.77 utterances.], batch size: 20, lr: 4.21e-04
2022-11-23 18:09:04,181 INFO [train.py:818] (0/4) Epoch 13, batch 6700, loss[loss=0.08057, over 7291.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006807, over 20.00 utterances.], tot_loss[loss=0.1094, over 1465889.74 frames. utt_duration=1199 frames, utt_pad_proportion=0.07505, over 4898.08 utterances.], batch size: 20, lr: 4.21e-04
2022-11-23 18:09:41,038 INFO [train.py:818] (0/4) Epoch 13, batch 6750, loss[loss=0.07856, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006067, over 21.00 utterances.], tot_loss[loss=0.1083, over 1465620.41 frames. utt_duration=1208 frames, utt_pad_proportion=0.07365, over 4857.14 utterances.], batch size: 21, lr: 4.21e-04
2022-11-23 18:10:18,018 INFO [train.py:818] (0/4) Epoch 13, batch 6800, loss[loss=0.1271, over 7206.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004966, over 20.00 utterances.], tot_loss[loss=0.1086, over 1464861.72 frames. utt_duration=1184 frames, utt_pad_proportion=0.07752, over 4954.79 utterances.], batch size: 20, lr: 4.21e-04
2022-11-23 18:10:55,549 INFO [train.py:818] (0/4) Epoch 13, batch 6850, loss[loss=0.1224, over 7312.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.005907, over 22.00 utterances.], tot_loss[loss=0.1083, over 1464055.01 frames. utt_duration=1182 frames, utt_pad_proportion=0.07986, over 4962.47 utterances.], batch size: 22, lr: 4.21e-04
2022-11-23 18:11:33,592 INFO [train.py:818] (0/4) Epoch 13, batch 6900, loss[loss=0.08151, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007616, over 18.00 utterances.], tot_loss[loss=0.1074, over 1464057.91 frames. utt_duration=1195 frames, utt_pad_proportion=0.07739, over 4906.90 utterances.], batch size: 18, lr: 4.21e-04
2022-11-23 18:12:11,207 INFO [train.py:818] (0/4) Epoch 13, batch 6950, loss[loss=0.08908, over 7347.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008857, over 23.00 utterances.], tot_loss[loss=0.1082, over 1465332.99 frames. utt_duration=1210 frames, utt_pad_proportion=0.07455, over 4849.99 utterances.], batch size: 23, lr: 4.21e-04
2022-11-23 18:12:48,657 INFO [train.py:818] (0/4) Epoch 13, batch 7000, loss[loss=0.1235, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007961, over 18.00 utterances.], tot_loss[loss=0.1092, over 1464983.46 frames. utt_duration=1213 frames, utt_pad_proportion=0.07136, over 4838.17 utterances.], batch size: 18, lr: 4.20e-04
2022-11-23 18:13:25,919 INFO [train.py:818] (0/4) Epoch 13, batch 7050, loss[loss=0.1072, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008399, over 17.00 utterances.], tot_loss[loss=0.1092, over 1465077.23 frames. utt_duration=1235 frames, utt_pad_proportion=0.06498, over 4750.57 utterances.], batch size: 17, lr: 4.20e-04
2022-11-23 18:14:03,637 INFO [train.py:818] (0/4) Epoch 13, batch 7100, loss[loss=0.1009, over 7206.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005583, over 18.00 utterances.], tot_loss[loss=0.1092, over 1465687.87 frames. utt_duration=1215 frames, utt_pad_proportion=0.071, over 4830.07 utterances.], batch size: 18, lr: 4.20e-04
2022-11-23 18:14:40,044 INFO [train.py:818] (0/4) Epoch 13, batch 7150, loss[loss=0.1039, over 7233.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02159, over 25.00 utterances.], tot_loss[loss=0.1084, over 1464858.32 frames. utt_duration=1227 frames, utt_pad_proportion=0.06579, over 4782.78 utterances.], batch size: 25, lr: 4.20e-04
2022-11-23 18:15:17,510 INFO [train.py:818] (0/4) Epoch 13, batch 7200, loss[loss=0.1343, over 7191.00 frames. utt_duration=1309 frames, utt_pad_proportion=0.006898, over 22.00 utterances.], tot_loss[loss=0.1086, over 1465400.75 frames. utt_duration=1211 frames, utt_pad_proportion=0.06838, over 4846.77 utterances.], batch size: 22, lr: 4.20e-04
2022-11-23 18:15:55,526 INFO [train.py:818] (0/4) Epoch 13, batch 7250, loss[loss=0.09609, over 7415.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006823, over 22.00 utterances.], tot_loss[loss=0.1096, over 1465636.78 frames. utt_duration=1213 frames, utt_pad_proportion=0.06928, over 4838.17 utterances.], batch size: 22, lr: 4.20e-04
2022-11-23 18:16:33,179 INFO [train.py:818] (0/4) Epoch 13, batch 7300, loss[loss=0.1189, over 7474.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01433, over 24.00 utterances.], tot_loss[loss=0.1098, over 1465867.33 frames. utt_duration=1209 frames, utt_pad_proportion=0.06744, over 4855.60 utterances.], batch size: 24, lr: 4.20e-04
2022-11-23 18:17:09,732 INFO [train.py:818] (0/4) Epoch 13, batch 7350, loss[loss=0.1041, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005139, over 19.00 utterances.], tot_loss[loss=0.109, over 1465994.92 frames. utt_duration=1177 frames, utt_pad_proportion=0.08031, over 4989.38 utterances.], batch size: 19, lr: 4.20e-04
2022-11-23 18:17:47,461 INFO [train.py:818] (0/4) Epoch 13, batch 7400, loss[loss=0.1653, over 7358.00 frames. utt_duration=404.5 frames, utt_pad_proportion=0.365, over 73.00 utterances.], tot_loss[loss=0.109, over 1465875.32 frames. utt_duration=1163 frames, utt_pad_proportion=0.08696, over 5047.53 utterances.], batch size: 73, lr: 4.20e-04
2022-11-23 18:18:25,571 INFO [train.py:818] (0/4) Epoch 13, batch 7450, loss[loss=0.1054, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007217, over 21.00 utterances.], tot_loss[loss=0.1091, over 1466981.19 frames. utt_duration=1166 frames, utt_pad_proportion=0.08592, over 5036.94 utterances.], batch size: 21, lr: 4.20e-04
2022-11-23 18:19:03,817 INFO [train.py:818] (0/4) Epoch 13, batch 7500, loss[loss=0.1494, over 7468.00 frames. utt_duration=416.4 frames, utt_pad_proportion=0.3463, over 72.00 utterances.], tot_loss[loss=0.1089, over 1466981.09 frames. utt_duration=1119 frames, utt_pad_proportion=0.09986, over 5250.37 utterances.], batch size: 72, lr: 4.20e-04
2022-11-23 18:19:40,344 INFO [train.py:818] (0/4) Epoch 13, batch 7550, loss[loss=0.1068, over 7343.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008797, over 23.00 utterances.], tot_loss[loss=0.1112, over 1466952.11 frames. utt_duration=1117 frames, utt_pad_proportion=0.09992, over 5261.57 utterances.], batch size: 23, lr: 4.19e-04
2022-11-23 18:20:19,339 INFO [train.py:818] (0/4) Epoch 13, batch 7600, loss[loss=0.08191, over 7413.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006589, over 22.00 utterances.], tot_loss[loss=0.1105, over 1467581.35 frames. utt_duration=1117 frames, utt_pad_proportion=0.09953, over 5260.47 utterances.], batch size: 22, lr: 4.19e-04
2022-11-23 18:20:56,489 INFO [train.py:818] (0/4) Epoch 13, batch 7650, loss[loss=0.168, over 7466.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.02701, over 26.00 utterances.], tot_loss[loss=0.1101, over 1466528.34 frames. utt_duration=1141 frames, utt_pad_proportion=0.09115, over 5147.03 utterances.], batch size: 26, lr: 4.19e-04
2022-11-23 18:21:32,645 INFO [train.py:818] (0/4) Epoch 13, batch 7700, loss[loss=0.1106, over 7175.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007873, over 21.00 utterances.], tot_loss[loss=0.1096, over 1465772.22 frames. utt_duration=1169 frames, utt_pad_proportion=0.08492, over 5021.00 utterances.], batch size: 21, lr: 4.19e-04
2022-11-23 18:22:10,287 INFO [train.py:818] (0/4) Epoch 13, batch 7750, loss[loss=0.0868, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006445, over 18.00 utterances.], tot_loss[loss=0.1091, over 1465767.94 frames. utt_duration=1161 frames, utt_pad_proportion=0.08655, over 5055.62 utterances.], batch size: 18, lr: 4.19e-04
2022-11-23 18:22:48,886 INFO [train.py:818] (0/4) Epoch 13, batch 7800, loss[loss=0.07597, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006569, over 20.00 utterances.], tot_loss[loss=0.109, over 1465944.21 frames. utt_duration=1183 frames, utt_pad_proportion=0.07973, over 4964.02 utterances.], batch size: 20, lr: 4.19e-04
2022-11-23 18:23:26,364 INFO [train.py:818] (0/4) Epoch 13, batch 7850, loss[loss=0.09291, over 7196.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005042, over 21.00 utterances.], tot_loss[loss=0.1092, over 1465190.25 frames. utt_duration=1178 frames, utt_pad_proportion=0.07999, over 4981.70 utterances.], batch size: 21, lr: 4.19e-04
2022-11-23 18:24:02,434 INFO [train.py:818] (0/4) Epoch 13, batch 7900, loss[loss=0.06432, over 7196.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006138, over 18.00 utterances.], tot_loss[loss=0.1084, over 1464937.92 frames. utt_duration=1196 frames, utt_pad_proportion=0.07298, over 4907.43 utterances.], batch size: 18, lr: 4.19e-04
2022-11-23 18:24:39,634 INFO [train.py:818] (0/4) Epoch 13, batch 7950, loss[loss=0.1723, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006072, over 20.00 utterances.], tot_loss[loss=0.108, over 1465212.35 frames. utt_duration=1203 frames, utt_pad_proportion=0.07139, over 4879.25 utterances.], batch size: 20, lr: 4.19e-04
2022-11-23 18:25:17,471 INFO [train.py:818] (0/4) Epoch 13, batch 8000, loss[loss=0.1158, over 7296.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004905, over 21.00 utterances.], tot_loss[loss=0.108, over 1465524.56 frames. utt_duration=1210 frames, utt_pad_proportion=0.06959, over 4851.17 utterances.], batch size: 21, lr: 4.19e-04
2022-11-23 18:25:55,210 INFO [train.py:818] (0/4) Epoch 13, batch 8050, loss[loss=0.08883, over 7260.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.0407, over 27.00 utterances.], tot_loss[loss=0.1081, over 1465857.58 frames. utt_duration=1203 frames, utt_pad_proportion=0.07213, over 4880.22 utterances.], batch size: 27, lr: 4.19e-04
2022-11-23 18:26:31,858 INFO [train.py:818] (0/4) Epoch 13, batch 8100, loss[loss=0.0954, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008696, over 23.00 utterances.], tot_loss[loss=0.1068, over 1465432.04 frames. utt_duration=1223 frames, utt_pad_proportion=0.06556, over 4797.56 utterances.], batch size: 23, lr: 4.18e-04
2022-11-23 18:27:08,988 INFO [train.py:818] (0/4) Epoch 13, batch 8150, loss[loss=0.08531, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005073, over 19.00 utterances.], tot_loss[loss=0.1071, over 1466294.43 frames. utt_duration=1235 frames, utt_pad_proportion=0.06073, over 4755.54 utterances.], batch size: 19, lr: 4.18e-04
2022-11-23 18:27:45,263 INFO [train.py:818] (0/4) Epoch 13, batch 8200, loss[loss=0.09959, over 7233.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.02275, over 16.00 utterances.], tot_loss[loss=0.107, over 1464755.16 frames. utt_duration=1260 frames, utt_pad_proportion=0.05255, over 4654.99 utterances.], batch size: 16, lr: 4.18e-04
2022-11-23 18:28:22,671 INFO [train.py:818] (0/4) Epoch 13, batch 8250, loss[loss=0.1346, over 7213.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02306, over 25.00 utterances.], tot_loss[loss=0.1076, over 1465547.64 frames. utt_duration=1261 frames, utt_pad_proportion=0.05164, over 4655.13 utterances.], batch size: 25, lr: 4.18e-04
2022-11-23 18:28:58,969 INFO [train.py:818] (0/4) Epoch 13, batch 8300, loss[loss=0.07779, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006302, over 21.00 utterances.], tot_loss[loss=0.1073, over 1465753.20 frames. utt_duration=1256 frames, utt_pad_proportion=0.05139, over 4675.36 utterances.], batch size: 21, lr: 4.18e-04
2022-11-23 18:29:36,690 INFO [train.py:818] (0/4) Epoch 13, batch 8350, loss[loss=0.09978, over 7367.00 frames. utt_duration=757.2 frames, utt_pad_proportion=0.1337, over 39.00 utterances.], tot_loss[loss=0.1076, over 1464840.12 frames. utt_duration=1204 frames, utt_pad_proportion=0.07022, over 4870.77 utterances.], batch size: 39, lr: 4.18e-04
2022-11-23 18:30:15,296 INFO [train.py:818] (0/4) Epoch 13, batch 8400, loss[loss=0.1217, over 7148.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01034, over 17.00 utterances.], tot_loss[loss=0.1072, over 1465627.59 frames. utt_duration=1228 frames, utt_pad_proportion=0.06303, over 4779.45 utterances.], batch size: 17, lr: 4.18e-04
2022-11-23 18:30:51,998 INFO [train.py:818] (0/4) Epoch 13, batch 8450, loss[loss=0.07045, over 7429.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.007345, over 18.00 utterances.], tot_loss[loss=0.1079, over 1466038.30 frames. utt_duration=1216 frames, utt_pad_proportion=0.06652, over 4830.23 utterances.], batch size: 18, lr: 4.18e-04
2022-11-23 18:31:28,519 INFO [train.py:818] (0/4) Epoch 13, batch 8500, loss[loss=0.07581, over 7401.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005572, over 19.00 utterances.], tot_loss[loss=0.1078, over 1465228.70 frames. utt_duration=1225 frames, utt_pad_proportion=0.0622, over 4792.18 utterances.], batch size: 19, lr: 4.18e-04
2022-11-23 18:32:05,332 INFO [train.py:818] (0/4) Epoch 13, batch 8550, loss[loss=0.107, over 7180.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.006908, over 17.00 utterances.], tot_loss[loss=0.1085, over 1465421.34 frames. utt_duration=1217 frames, utt_pad_proportion=0.06389, over 4822.85 utterances.], batch size: 17, lr: 4.18e-04
2022-11-23 18:32:44,019 INFO [train.py:818] (0/4) Epoch 13, batch 8600, loss[loss=0.09957, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005863, over 19.00 utterances.], tot_loss[loss=0.1099, over 1465213.97 frames. utt_duration=1211 frames, utt_pad_proportion=0.06776, over 4846.89 utterances.], batch size: 19, lr: 4.18e-04
2022-11-23 18:33:21,141 INFO [train.py:818] (0/4) Epoch 13, batch 8650, loss[loss=0.1879, over 7375.00 frames. utt_duration=405.5 frames, utt_pad_proportion=0.3645, over 73.00 utterances.], tot_loss[loss=0.1082, over 1465437.92 frames. utt_duration=1223 frames, utt_pad_proportion=0.06466, over 4800.26 utterances.], batch size: 73, lr: 4.17e-04
2022-11-23 18:33:59,020 INFO [train.py:818] (0/4) Epoch 13, batch 8700, loss[loss=0.2088, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00589, over 19.00 utterances.], tot_loss[loss=0.1069, over 1465580.55 frames. utt_duration=1232 frames, utt_pad_proportion=0.06427, over 4764.40 utterances.], batch size: 19, lr: 4.17e-04
2022-11-23 18:34:35,211 INFO [train.py:818] (0/4) Epoch 13, batch 8750, loss[loss=0.08039, over 7404.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008094, over 22.00 utterances.], tot_loss[loss=0.1084, over 1465406.53 frames. utt_duration=1212 frames, utt_pad_proportion=0.0708, over 4842.76 utterances.], batch size: 22, lr: 4.17e-04
2022-11-23 18:35:11,785 INFO [train.py:818] (0/4) Epoch 13, batch 8800, loss[loss=0.07463, over 7394.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004438, over 20.00 utterances.], tot_loss[loss=0.1095, over 1466296.17 frames. utt_duration=1213 frames, utt_pad_proportion=0.06889, over 4842.04 utterances.], batch size: 20, lr: 4.17e-04
2022-11-23 18:35:48,000 INFO [train.py:818] (0/4) Epoch 13, batch 8850, loss[loss=0.1513, over 7476.00 frames. utt_duration=411 frames, utt_pad_proportion=0.3598, over 73.00 utterances.], tot_loss[loss=0.108, over 1466565.87 frames. utt_duration=1236 frames, utt_pad_proportion=0.06379, over 4753.54 utterances.], batch size: 73, lr: 4.17e-04
2022-11-23 18:36:26,106 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-13.pt
2022-11-23 18:37:08,289 INFO [train.py:818] (0/4) Epoch 14, batch 0, loss[loss=0.1211, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01004, over 23.00 utterances.], tot_loss[loss=0.1211, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01004, over 23.00 utterances.], batch size: 23, lr: 4.04e-04
2022-11-23 18:37:44,336 INFO [train.py:818] (0/4) Epoch 14, batch 50, loss[loss=0.06873, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007542, over 22.00 utterances.], tot_loss[loss=0.08948, over 329948.63 frames. utt_duration=1310 frames, utt_pad_proportion=0.03706, over 1008.88 utterances.], batch size: 22, lr: 4.04e-04
2022-11-23 18:38:20,876 INFO [train.py:818] (0/4) Epoch 14, batch 100, loss[loss=0.09133, over 7264.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.04027, over 27.00 utterances.], tot_loss[loss=0.08876, over 581523.60 frames. utt_duration=1233 frames, utt_pad_proportion=0.05324, over 1888.06 utterances.], batch size: 27, lr: 4.03e-04
2022-11-23 18:38:58,694 INFO [train.py:818] (0/4) Epoch 14, batch 150, loss[loss=0.09, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005751, over 21.00 utterances.], tot_loss[loss=0.08787, over 776670.83 frames. utt_duration=1284 frames, utt_pad_proportion=0.04792, over 2423.10 utterances.], batch size: 21, lr: 4.03e-04
2022-11-23 18:39:35,727 INFO [train.py:818] (0/4) Epoch 14, batch 200, loss[loss=0.07559, over 7215.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01781, over 24.00 utterances.], tot_loss[loss=0.08736, over 930330.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.05385, over 2967.69 utterances.], batch size: 24, lr: 4.03e-04
2022-11-23 18:40:13,044 INFO [train.py:818] (0/4) Epoch 14, batch 250, loss[loss=0.09528, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.005229, over 22.00 utterances.], tot_loss[loss=0.08726, over 1049551.37 frames. utt_duration=1279 frames, utt_pad_proportion=0.05004, over 3286.47 utterances.], batch size: 22, lr: 4.03e-04
2022-11-23 18:40:51,708 INFO [train.py:818] (0/4) Epoch 14, batch 300, loss[loss=0.1866, over 7421.00 frames. utt_duration=431.8 frames, utt_pad_proportion=0.3263, over 69.00 utterances.], tot_loss[loss=0.08698, over 1142989.18 frames. utt_duration=1278 frames, utt_pad_proportion=0.04858, over 3580.70 utterances.], batch size: 69, lr: 4.03e-04
2022-11-23 18:41:28,017 INFO [train.py:818] (0/4) Epoch 14, batch 350, loss[loss=0.07735, over 7303.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.009553, over 18.00 utterances.], tot_loss[loss=0.08711, over 1213882.92 frames. utt_duration=1271 frames, utt_pad_proportion=0.05254, over 3825.03 utterances.], batch size: 18, lr: 4.03e-04
2022-11-23 18:42:06,092 INFO [train.py:818] (0/4) Epoch 14, batch 400, loss[loss=0.05805, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005542, over 19.00 utterances.], tot_loss[loss=0.08725, over 1269151.25 frames. utt_duration=1272 frames, utt_pad_proportion=0.054, over 3994.28 utterances.], batch size: 19, lr: 4.03e-04
2022-11-23 18:42:41,776 INFO [train.py:818] (0/4) Epoch 14, batch 450, loss[loss=0.1176, over 7324.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03162, over 27.00 utterances.], tot_loss[loss=0.08739, over 1313028.80 frames. utt_duration=1269 frames, utt_pad_proportion=0.05527, over 4143.09 utterances.], batch size: 27, lr: 4.03e-04
2022-11-23 18:43:18,158 INFO [train.py:818] (0/4) Epoch 14, batch 500, loss[loss=0.07525, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006803, over 21.00 utterances.], tot_loss[loss=0.08672, over 1346396.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05314, over 4229.05 utterances.], batch size: 21, lr: 4.03e-04
2022-11-23 18:43:55,255 INFO [train.py:818] (0/4) Epoch 14, batch 550, loss[loss=0.06476, over 7193.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.004631, over 21.00 utterances.], tot_loss[loss=0.08534, over 1370926.42 frames. utt_duration=1296 frames, utt_pad_proportion=0.04572, over 4235.33 utterances.], batch size: 21, lr: 4.03e-04
2022-11-23 18:44:31,523 INFO [train.py:818] (0/4) Epoch 14, batch 600, loss[loss=0.1093, over 7466.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006646, over 21.00 utterances.], tot_loss[loss=0.08454, over 1392080.47 frames. utt_duration=1303 frames, utt_pad_proportion=0.04528, over 4277.93 utterances.], batch size: 21, lr: 4.03e-04
2022-11-23 18:45:08,287 INFO [train.py:818] (0/4) Epoch 14, batch 650, loss[loss=0.0855, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006522, over 22.00 utterances.], tot_loss[loss=0.08464, over 1409285.84 frames. utt_duration=1309 frames, utt_pad_proportion=0.04249, over 4312.27 utterances.], batch size: 22, lr: 4.03e-04
2022-11-23 18:45:45,927 INFO [train.py:818] (0/4) Epoch 14, batch 700, loss[loss=0.09328, over 7248.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01353, over 24.00 utterances.], tot_loss[loss=0.08467, over 1421832.85 frames. utt_duration=1323 frames, utt_pad_proportion=0.04051, over 4304.76 utterances.], batch size: 24, lr: 4.02e-04
2022-11-23 18:46:21,582 INFO [train.py:818] (0/4) Epoch 14, batch 750, loss[loss=0.07375, over 7408.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.005699, over 22.00 utterances.], tot_loss[loss=0.08322, over 1431630.41 frames. utt_duration=1317 frames, utt_pad_proportion=0.0407, over 4353.32 utterances.], batch size: 22, lr: 4.02e-04
2022-11-23 18:46:57,418 INFO [train.py:818] (0/4) Epoch 14, batch 800, loss[loss=0.06985, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005886, over 19.00 utterances.], tot_loss[loss=0.08411, over 1437977.93 frames. utt_duration=1334 frames, utt_pad_proportion=0.03519, over 4317.14 utterances.], batch size: 19, lr: 4.02e-04
2022-11-23 18:47:34,789 INFO [train.py:818] (0/4) Epoch 14, batch 850, loss[loss=0.08502, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007332, over 22.00 utterances.], tot_loss[loss=0.08419, over 1443444.81 frames. utt_duration=1316 frames, utt_pad_proportion=0.03835, over 4391.20 utterances.], batch size: 22, lr: 4.02e-04
2022-11-23 18:48:10,891 INFO [train.py:818] (0/4) Epoch 14, batch 900, loss[loss=0.1373, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006924, over 22.00 utterances.], tot_loss[loss=0.08504, over 1447992.63 frames. utt_duration=1330 frames, utt_pad_proportion=0.03513, over 4361.08 utterances.], batch size: 22, lr: 4.02e-04
2022-11-23 18:48:48,109 INFO [train.py:818] (0/4) Epoch 14, batch 950, loss[loss=0.0686, over 7453.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006262, over 18.00 utterances.], tot_loss[loss=0.08635, over 1451643.27 frames. utt_duration=1306 frames, utt_pad_proportion=0.04123, over 4450.49 utterances.], batch size: 18, lr: 4.02e-04
2022-11-23 18:49:24,952 INFO [train.py:818] (0/4) Epoch 14, batch 1000, loss[loss=0.09114, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005781, over 19.00 utterances.], tot_loss[loss=0.08739, over 1452586.78 frames. utt_duration=1305 frames, utt_pad_proportion=0.04146, over 4456.03 utterances.], batch size: 19, lr: 4.02e-04
2022-11-23 18:50:01,363 INFO [train.py:818] (0/4) Epoch 14, batch 1050, loss[loss=0.07926, over 7191.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007376, over 19.00 utterances.], tot_loss[loss=0.08795, over 1454537.49 frames. utt_duration=1303 frames, utt_pad_proportion=0.04877, over 4470.70 utterances.], batch size: 19, lr: 4.02e-04
2022-11-23 18:50:39,468 INFO [train.py:818] (0/4) Epoch 14, batch 1100, loss[loss=0.07034, over 7409.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007659, over 22.00 utterances.], tot_loss[loss=0.08771, over 1457017.79 frames. utt_duration=1302 frames, utt_pad_proportion=0.05087, over 4483.03 utterances.], batch size: 22, lr: 4.02e-04
2022-11-23 18:51:16,393 INFO [train.py:818] (0/4) Epoch 14, batch 1150, loss[loss=0.05554, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.00816, over 18.00 utterances.], tot_loss[loss=0.08773, over 1460369.80 frames. utt_duration=1268 frames, utt_pad_proportion=0.06189, over 4611.49 utterances.], batch size: 18, lr: 4.02e-04
2022-11-23 18:51:52,962 INFO [train.py:818] (0/4) Epoch 14, batch 1200, loss[loss=0.09706, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009901, over 23.00 utterances.], tot_loss[loss=0.08797, over 1460942.57 frames. utt_duration=1293 frames, utt_pad_proportion=0.05686, over 4525.92 utterances.], batch size: 23, lr: 4.02e-04
2022-11-23 18:52:29,962 INFO [train.py:818] (0/4) Epoch 14, batch 1250, loss[loss=0.08742, over 7380.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005818, over 21.00 utterances.], tot_loss[loss=0.08894, over 1462025.95 frames. utt_duration=1309 frames, utt_pad_proportion=0.04897, over 4474.41 utterances.], batch size: 21, lr: 4.02e-04
2022-11-23 18:53:05,999 INFO [train.py:818] (0/4) Epoch 14, batch 1300, loss[loss=0.1004, over 7191.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005663, over 21.00 utterances.], tot_loss[loss=0.08818, over 1462313.76 frames. utt_duration=1310 frames, utt_pad_proportion=0.04671, over 4470.50 utterances.], batch size: 21, lr: 4.01e-04
2022-11-23 18:53:42,476 INFO [train.py:818] (0/4) Epoch 14, batch 1350, loss[loss=0.1011, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004445, over 21.00 utterances.], tot_loss[loss=0.08971, over 1462785.70 frames. utt_duration=1292 frames, utt_pad_proportion=0.04949, over 4534.53 utterances.], batch size: 21, lr: 4.01e-04
2022-11-23 18:54:18,944 INFO [train.py:818] (0/4) Epoch 14, batch 1400, loss[loss=0.08096, over 7295.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01033, over 17.00 utterances.], tot_loss[loss=0.08953, over 1464485.04 frames. utt_duration=1274 frames, utt_pad_proportion=0.05595, over 4602.47 utterances.], batch size: 17, lr: 4.01e-04
2022-11-23 18:54:55,298 INFO [train.py:818] (0/4) Epoch 14, batch 1450, loss[loss=0.09876, over 7437.00 frames. utt_duration=961.2 frames, utt_pad_proportion=0.06683, over 31.00 utterances.], tot_loss[loss=0.08938, over 1465724.89 frames. utt_duration=1253 frames, utt_pad_proportion=0.06151, over 4683.47 utterances.], batch size: 31, lr: 4.01e-04
2022-11-23 18:55:31,965 INFO [train.py:818] (0/4) Epoch 14, batch 1500, loss[loss=0.08621, over 7452.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01123, over 17.00 utterances.], tot_loss[loss=0.09013, over 1465488.31 frames. utt_duration=1263 frames, utt_pad_proportion=0.05496, over 4648.16 utterances.], batch size: 17, lr: 4.01e-04
2022-11-23 18:56:10,052 INFO [train.py:818] (0/4) Epoch 14, batch 1550, loss[loss=0.06119, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007187, over 21.00 utterances.], tot_loss[loss=0.09077, over 1464847.21 frames. utt_duration=1238 frames, utt_pad_proportion=0.06106, over 4737.04 utterances.], batch size: 21, lr: 4.01e-04
2022-11-23 18:56:47,291 INFO [train.py:818] (0/4) Epoch 14, batch 1600, loss[loss=0.1002, over 7459.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01455, over 24.00 utterances.], tot_loss[loss=0.09174, over 1465338.98 frames. utt_duration=1211 frames, utt_pad_proportion=0.07036, over 4846.40 utterances.], batch size: 24, lr: 4.01e-04
2022-11-23 18:57:23,365 INFO [train.py:818] (0/4) Epoch 14, batch 1650, loss[loss=0.1234, over 7393.00 frames. utt_duration=430.1 frames, utt_pad_proportion=0.3183, over 69.00 utterances.], tot_loss[loss=0.09037, over 1466080.25 frames. utt_duration=1218 frames, utt_pad_proportion=0.07382, over 4821.89 utterances.], batch size: 69, lr: 4.01e-04
2022-11-23 18:58:01,189 INFO [train.py:818] (0/4) Epoch 14, batch 1700, loss[loss=0.1057, over 7201.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005553, over 19.00 utterances.], tot_loss[loss=0.09083, over 1466106.29 frames. utt_duration=1219 frames, utt_pad_proportion=0.07299, over 4816.27 utterances.], batch size: 19, lr: 4.01e-04
2022-11-23 18:58:37,257 INFO [train.py:818] (0/4) Epoch 14, batch 1750, loss[loss=0.09887, over 7178.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009105, over 22.00 utterances.], tot_loss[loss=0.091, over 1465738.41 frames. utt_duration=1211 frames, utt_pad_proportion=0.07292, over 4847.69 utterances.], batch size: 22, lr: 4.01e-04
2022-11-23 18:59:13,435 INFO [train.py:818] (0/4) Epoch 14, batch 1800, loss[loss=0.0887, over 7290.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006263, over 20.00 utterances.], tot_loss[loss=0.09022, over 1465205.28 frames. utt_duration=1245 frames, utt_pad_proportion=0.06202, over 4713.36 utterances.], batch size: 20, lr: 4.01e-04
2022-11-23 18:59:50,239 INFO [train.py:818] (0/4) Epoch 14, batch 1850, loss[loss=0.09085, over 7349.00 frames. utt_duration=949.7 frames, utt_pad_proportion=0.07433, over 31.00 utterances.], tot_loss[loss=0.0908, over 1465347.64 frames. utt_duration=1244 frames, utt_pad_proportion=0.06268, over 4717.21 utterances.], batch size: 31, lr: 4.00e-04
2022-11-23 19:00:28,178 INFO [train.py:818] (0/4) Epoch 14, batch 1900, loss[loss=0.07675, over 7444.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006599, over 18.00 utterances.], tot_loss[loss=0.09127, over 1465753.79 frames. utt_duration=1243 frames, utt_pad_proportion=0.06479, over 4721.64 utterances.], batch size: 18, lr: 4.00e-04
2022-11-23 19:01:05,644 INFO [train.py:818] (0/4) Epoch 14, batch 1950, loss[loss=0.1044, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01426, over 24.00 utterances.], tot_loss[loss=0.09092, over 1465882.02 frames. utt_duration=1234 frames, utt_pad_proportion=0.06782, over 4757.60 utterances.], batch size: 24, lr: 4.00e-04
2022-11-23 19:01:42,113 INFO [train.py:818] (0/4) Epoch 14, batch 2000, loss[loss=0.07106, over 7307.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008844, over 17.00 utterances.], tot_loss[loss=0.09051, over 1465709.65 frames. utt_duration=1246 frames, utt_pad_proportion=0.06301, over 4712.60 utterances.], batch size: 17, lr: 4.00e-04
2022-11-23 19:02:17,843 INFO [train.py:818] (0/4) Epoch 14, batch 2050, loss[loss=0.08026, over 7262.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03193, over 16.00 utterances.], tot_loss[loss=0.08992, over 1466223.98 frames. utt_duration=1243 frames, utt_pad_proportion=0.06309, over 4723.71 utterances.], batch size: 16, lr: 4.00e-04
2022-11-23 19:02:55,811 INFO [train.py:818] (0/4) Epoch 14, batch 2100, loss[loss=0.09725, over 7262.00 frames. utt_duration=969.7 frames, utt_pad_proportion=0.06215, over 30.00 utterances.], tot_loss[loss=0.09116, over 1466791.97 frames. utt_duration=1230 frames, utt_pad_proportion=0.06533, over 4777.00 utterances.], batch size: 30, lr: 4.00e-04
2022-11-23 19:03:32,063 INFO [train.py:818] (0/4) Epoch 14, batch 2150, loss[loss=0.08298, over 7491.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006558, over 19.00 utterances.], tot_loss[loss=0.0902, over 1467871.83 frames. utt_duration=1263 frames, utt_pad_proportion=0.05672, over 4654.35 utterances.], batch size: 19, lr: 4.00e-04
2022-11-23 19:04:09,600 INFO [train.py:818] (0/4) Epoch 14, batch 2200, loss[loss=0.07204, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006097, over 21.00 utterances.], tot_loss[loss=0.08945, over 1467645.39 frames. utt_duration=1271 frames, utt_pad_proportion=0.05288, over 4623.01 utterances.], batch size: 21, lr: 4.00e-04
2022-11-23 19:04:47,109 INFO [train.py:818] (0/4) Epoch 14, batch 2250, loss[loss=0.09998, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007694, over 18.00 utterances.], tot_loss[loss=0.08954, over 1468058.36 frames. utt_duration=1245 frames, utt_pad_proportion=0.058, over 4722.75 utterances.], batch size: 18, lr: 4.00e-04
2022-11-23 19:05:23,379 INFO [train.py:818] (0/4) Epoch 14, batch 2300, loss[loss=0.1007, over 7306.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.007059, over 18.00 utterances.], tot_loss[loss=0.08862, over 1467271.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.05496, over 4681.01 utterances.], batch size: 18, lr: 4.00e-04
2022-11-23 19:05:59,043 INFO [train.py:818] (0/4) Epoch 14, batch 2350, loss[loss=0.103, over 7187.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.01052, over 23.00 utterances.], tot_loss[loss=0.0874, over 1467332.11 frames. utt_duration=1267 frames, utt_pad_proportion=0.05219, over 4639.51 utterances.], batch size: 23, lr: 4.00e-04
2022-11-23 19:06:36,535 INFO [train.py:818] (0/4) Epoch 14, batch 2400, loss[loss=0.08236, over 7174.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007188, over 21.00 utterances.], tot_loss[loss=0.08781, over 1466251.86 frames. utt_duration=1279 frames, utt_pad_proportion=0.04689, over 4589.93 utterances.], batch size: 21, lr: 4.00e-04
2022-11-23 19:07:12,191 INFO [train.py:818] (0/4) Epoch 14, batch 2450, loss[loss=0.06234, over 7489.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01245, over 24.00 utterances.], tot_loss[loss=0.08818, over 1466441.87 frames. utt_duration=1274 frames, utt_pad_proportion=0.04798, over 4611.10 utterances.], batch size: 24, lr: 3.99e-04
2022-11-23 19:07:49,127 INFO [train.py:818] (0/4) Epoch 14, batch 2500, loss[loss=0.09262, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008843, over 17.00 utterances.], tot_loss[loss=0.0884, over 1466093.96 frames. utt_duration=1269 frames, utt_pad_proportion=0.051, over 4627.52 utterances.], batch size: 17, lr: 3.99e-04
2022-11-23 19:08:26,378 INFO [train.py:818] (0/4) Epoch 14, batch 2550, loss[loss=0.05736, over 7225.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.02718, over 16.00 utterances.], tot_loss[loss=0.0883, over 1465958.32 frames. utt_duration=1279 frames, utt_pad_proportion=0.04649, over 4589.03 utterances.], batch size: 16, lr: 3.99e-04
2022-11-23 19:09:02,844 INFO [train.py:818] (0/4) Epoch 14, batch 2600, loss[loss=0.07473, over 7301.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.004902, over 19.00 utterances.], tot_loss[loss=0.0886, over 1464972.36 frames. utt_duration=1292 frames, utt_pad_proportion=0.04308, over 4541.89 utterances.], batch size: 19, lr: 3.99e-04
2022-11-23 19:09:39,892 INFO [train.py:818] (0/4) Epoch 14, batch 2650, loss[loss=0.1035, over 7337.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009606, over 23.00 utterances.], tot_loss[loss=0.08827, over 1464231.64 frames. utt_duration=1308 frames, utt_pad_proportion=0.03814, over 4481.36 utterances.], batch size: 23, lr: 3.99e-04
2022-11-23 19:10:15,706 INFO [train.py:818] (0/4) Epoch 14, batch 2700, loss[loss=0.08079, over 7320.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03295, over 27.00 utterances.], tot_loss[loss=0.08912, over 1463671.74 frames. utt_duration=1307 frames, utt_pad_proportion=0.03808, over 4483.35 utterances.], batch size: 27, lr: 3.99e-04
2022-11-23 19:10:51,531 INFO [train.py:818] (0/4) Epoch 14, batch 2750, loss[loss=0.06584, over 7448.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01091, over 17.00 utterances.], tot_loss[loss=0.09016, over 1463290.92 frames. utt_duration=1291 frames, utt_pad_proportion=0.04397, over 4537.88 utterances.], batch size: 17, lr: 3.99e-04
2022-11-23 19:11:29,639 INFO [train.py:818] (0/4) Epoch 14, batch 2800, loss[loss=0.09365, over 7241.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.02014, over 25.00 utterances.], tot_loss[loss=0.08928, over 1463110.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.04941, over 4572.06 utterances.], batch size: 25, lr: 3.99e-04
2022-11-23 19:12:06,475 INFO [train.py:818] (0/4) Epoch 14, batch 2850, loss[loss=0.04477, over 7396.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005206, over 19.00 utterances.], tot_loss[loss=0.08912, over 1463937.07 frames. utt_duration=1262 frames, utt_pad_proportion=0.05834, over 4646.99 utterances.], batch size: 19, lr: 3.99e-04
2022-11-23 19:12:43,934 INFO [train.py:818] (0/4) Epoch 14, batch 2900, loss[loss=0.135, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005443, over 19.00 utterances.], tot_loss[loss=0.08954, over 1464147.94 frames. utt_duration=1243 frames, utt_pad_proportion=0.06039, over 4719.16 utterances.], batch size: 19, lr: 3.99e-04
2022-11-23 19:13:21,082 INFO [train.py:818] (0/4) Epoch 14, batch 2950, loss[loss=0.0782, over 7390.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005044, over 21.00 utterances.], tot_loss[loss=0.08996, over 1464154.87 frames. utt_duration=1245 frames, utt_pad_proportion=0.05704, over 4709.35 utterances.], batch size: 21, lr: 3.99e-04
2022-11-23 19:13:58,054 INFO [train.py:818] (0/4) Epoch 14, batch 3000, loss[loss=0.06252, over 7434.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.00876, over 18.00 utterances.], tot_loss[loss=0.08994, over 1464661.87 frames. utt_duration=1216 frames, utt_pad_proportion=0.06824, over 4822.86 utterances.], batch size: 18, lr: 3.99e-04
2022-11-23 19:13:58,056 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 19:14:18,171 INFO [train.py:847] (0/4) Epoch 14, validation: loss=0.05381, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 19:14:55,525 INFO [train.py:818] (0/4) Epoch 14, batch 3050, loss[loss=0.06154, over 7448.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006961, over 18.00 utterances.], tot_loss[loss=0.0893, over 1464678.24 frames. utt_duration=1204 frames, utt_pad_proportion=0.07458, over 4870.71 utterances.], batch size: 18, lr: 3.98e-04
2022-11-23 19:15:32,237 INFO [train.py:818] (0/4) Epoch 14, batch 3100, loss[loss=0.1647, over 7423.00 frames. utt_duration=432 frames, utt_pad_proportion=0.3271, over 69.00 utterances.], tot_loss[loss=0.08809, over 1465280.21 frames. utt_duration=1221 frames, utt_pad_proportion=0.07128, over 4805.98 utterances.], batch size: 69, lr: 3.98e-04
2022-11-23 19:16:09,013 INFO [train.py:818] (0/4) Epoch 14, batch 3150, loss[loss=0.07686, over 7443.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01246, over 17.00 utterances.], tot_loss[loss=0.0873, over 1464892.40 frames. utt_duration=1221 frames, utt_pad_proportion=0.07016, over 4806.12 utterances.], batch size: 17, lr: 3.98e-04
2022-11-23 19:16:46,486 INFO [train.py:818] (0/4) Epoch 14, batch 3200, loss[loss=0.1148, over 7470.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02388, over 26.00 utterances.], tot_loss[loss=0.08707, over 1464705.78 frames. utt_duration=1247 frames, utt_pad_proportion=0.06311, over 4705.38 utterances.], batch size: 26, lr: 3.98e-04
2022-11-23 19:17:22,931 INFO [train.py:818] (0/4) Epoch 14, batch 3250, loss[loss=0.05581, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006457, over 21.00 utterances.], tot_loss[loss=0.08655, over 1465708.88 frames. utt_duration=1253 frames, utt_pad_proportion=0.05913, over 4686.00 utterances.], batch size: 21, lr: 3.98e-04
2022-11-23 19:17:59,035 INFO [train.py:818] (0/4) Epoch 14, batch 3300, loss[loss=0.07564, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008987, over 18.00 utterances.], tot_loss[loss=0.08699, over 1465648.70 frames. utt_duration=1246 frames, utt_pad_proportion=0.05801, over 4712.10 utterances.], batch size: 18, lr: 3.98e-04
2022-11-23 19:18:36,770 INFO [train.py:818] (0/4) Epoch 14, batch 3350, loss[loss=0.07277, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006341, over 18.00 utterances.], tot_loss[loss=0.08761, over 1464922.82 frames. utt_duration=1243 frames, utt_pad_proportion=0.06085, over 4721.19 utterances.], batch size: 18, lr: 3.98e-04
2022-11-23 19:19:13,440 INFO [train.py:818] (0/4) Epoch 14, batch 3400, loss[loss=0.08646, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.004633, over 19.00 utterances.], tot_loss[loss=0.08653, over 1464424.59 frames. utt_duration=1243 frames, utt_pad_proportion=0.06492, over 4717.32 utterances.], batch size: 19, lr: 3.98e-04
2022-11-23 19:19:50,145 INFO [train.py:818] (0/4) Epoch 14, batch 3450, loss[loss=0.08589, over 7196.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.005421, over 18.00 utterances.], tot_loss[loss=0.08616, over 1464336.43 frames. utt_duration=1261 frames, utt_pad_proportion=0.05832, over 4650.59 utterances.], batch size: 18, lr: 3.98e-04
2022-11-23 19:20:27,554 INFO [train.py:818] (0/4) Epoch 14, batch 3500, loss[loss=0.09731, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005273, over 19.00 utterances.], tot_loss[loss=0.08516, over 1465382.58 frames. utt_duration=1277 frames, utt_pad_proportion=0.05414, over 4595.46 utterances.], batch size: 19, lr: 3.98e-04
2022-11-23 19:21:03,620 INFO [train.py:818] (0/4) Epoch 14, batch 3550, loss[loss=0.1067, over 7171.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007155, over 22.00 utterances.], tot_loss[loss=0.08638, over 1465122.21 frames. utt_duration=1244 frames, utt_pad_proportion=0.06073, over 4716.65 utterances.], batch size: 22, lr: 3.98e-04
2022-11-23 19:21:41,724 INFO [train.py:818] (0/4) Epoch 14, batch 3600, loss[loss=0.1028, over 7381.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006121, over 21.00 utterances.], tot_loss[loss=0.08696, over 1465356.65 frames. utt_duration=1238 frames, utt_pad_proportion=0.06251, over 4741.91 utterances.], batch size: 21, lr: 3.98e-04
2022-11-23 19:22:18,039 INFO [train.py:818] (0/4) Epoch 14, batch 3650, loss[loss=0.06944, over 7288.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.03576, over 16.00 utterances.], tot_loss[loss=0.08631, over 1464466.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.05255, over 4614.56 utterances.], batch size: 16, lr: 3.97e-04
2022-11-23 19:22:54,172 INFO [train.py:818] (0/4) Epoch 14, batch 3700, loss[loss=0.08888, over 7434.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.009287, over 18.00 utterances.], tot_loss[loss=0.08645, over 1464889.80 frames. utt_duration=1260 frames, utt_pad_proportion=0.05592, over 4657.57 utterances.], batch size: 18, lr: 3.97e-04
2022-11-23 19:23:32,266 INFO [train.py:818] (0/4) Epoch 14, batch 3750, loss[loss=0.091, over 7172.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007845, over 17.00 utterances.], tot_loss[loss=0.08502, over 1463946.35 frames. utt_duration=1245 frames, utt_pad_proportion=0.06306, over 4707.60 utterances.], batch size: 17, lr: 3.97e-04
2022-11-23 19:24:08,926 INFO [train.py:818] (0/4) Epoch 14, batch 3800, loss[loss=0.06832, over 7355.00 frames. utt_duration=755.5 frames, utt_pad_proportion=0.1425, over 39.00 utterances.], tot_loss[loss=0.08521, over 1464054.54 frames. utt_duration=1252 frames, utt_pad_proportion=0.06297, over 4684.22 utterances.], batch size: 39, lr: 3.97e-04
2022-11-23 19:24:45,778 INFO [train.py:818] (0/4) Epoch 14, batch 3850, loss[loss=0.09817, over 7296.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03608, over 27.00 utterances.], tot_loss[loss=0.08386, over 1464446.52 frames. utt_duration=1273 frames, utt_pad_proportion=0.0574, over 4605.85 utterances.], batch size: 27, lr: 3.97e-04
2022-11-23 19:25:23,175 INFO [train.py:818] (0/4) Epoch 14, batch 3900, loss[loss=0.11, over 7223.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.01599, over 25.00 utterances.], tot_loss[loss=0.08362, over 1463781.75 frames. utt_duration=1276 frames, utt_pad_proportion=0.05386, over 4593.49 utterances.], batch size: 25, lr: 3.97e-04
2022-11-23 19:25:59,574 INFO [train.py:818] (0/4) Epoch 14, batch 3950, loss[loss=0.09172, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005882, over 21.00 utterances.], tot_loss[loss=0.08513, over 1463503.65 frames. utt_duration=1261 frames, utt_pad_proportion=0.05767, over 4649.47 utterances.], batch size: 21, lr: 3.97e-04
2022-11-23 19:26:35,690 INFO [train.py:818] (0/4) Epoch 14, batch 4000, loss[loss=0.0847, over 7480.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01266, over 24.00 utterances.], tot_loss[loss=0.08542, over 1464614.13 frames. utt_duration=1259 frames, utt_pad_proportion=0.0572, over 4657.30 utterances.], batch size: 24, lr: 3.97e-04
2022-11-23 19:27:12,561 INFO [train.py:818] (0/4) Epoch 14, batch 4050, loss[loss=0.0824, over 7314.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008396, over 18.00 utterances.], tot_loss[loss=0.08523, over 1464848.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.05874, over 4653.49 utterances.], batch size: 18, lr: 3.97e-04
2022-11-23 19:27:50,540 INFO [train.py:818] (0/4) Epoch 14, batch 4100, loss[loss=0.127, over 7451.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.005832, over 18.00 utterances.], tot_loss[loss=0.08681, over 1465563.31 frames. utt_duration=1268 frames, utt_pad_proportion=0.05505, over 4629.29 utterances.], batch size: 18, lr: 3.97e-04
2022-11-23 19:28:27,564 INFO [train.py:818] (0/4) Epoch 14, batch 4150, loss[loss=0.06285, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005246, over 19.00 utterances.], tot_loss[loss=0.0888, over 1465471.54 frames. utt_duration=1242 frames, utt_pad_proportion=0.06212, over 4726.38 utterances.], batch size: 19, lr: 3.97e-04
2022-11-23 19:29:05,148 INFO [train.py:818] (0/4) Epoch 14, batch 4200, loss[loss=0.07461, over 7448.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01094, over 17.00 utterances.], tot_loss[loss=0.09125, over 1465173.33 frames. utt_duration=1229 frames, utt_pad_proportion=0.0671, over 4774.03 utterances.], batch size: 17, lr: 3.97e-04
2022-11-23 19:29:41,586 INFO [train.py:818] (0/4) Epoch 14, batch 4250, loss[loss=0.07821, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.005575, over 19.00 utterances.], tot_loss[loss=0.09263, over 1464905.53 frames. utt_duration=1207 frames, utt_pad_proportion=0.07371, over 4862.58 utterances.], batch size: 19, lr: 3.96e-04
2022-11-23 19:30:17,465 INFO [train.py:818] (0/4) Epoch 14, batch 4300, loss[loss=0.09587, over 7428.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.00485, over 22.00 utterances.], tot_loss[loss=0.09606, over 1465985.67 frames. utt_duration=1216 frames, utt_pad_proportion=0.06642, over 4830.12 utterances.], batch size: 22, lr: 3.96e-04
2022-11-23 19:30:56,157 INFO [train.py:818] (0/4) Epoch 14, batch 4350, loss[loss=0.08516, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00906, over 17.00 utterances.], tot_loss[loss=0.09711, over 1465266.32 frames. utt_duration=1210 frames, utt_pad_proportion=0.0716, over 4851.61 utterances.], batch size: 17, lr: 3.96e-04
2022-11-23 19:31:17,935 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-120000.pt
2022-11-23 19:31:43,834 INFO [train.py:818] (0/4) Epoch 14, batch 4400, loss[loss=0.09913, over 7233.00 frames. utt_duration=1073 frames, utt_pad_proportion=0.04456, over 27.00 utterances.], tot_loss[loss=0.09841, over 1465964.44 frames. utt_duration=1221 frames, utt_pad_proportion=0.06894, over 4809.96 utterances.], batch size: 27, lr: 3.96e-04
2022-11-23 19:32:20,341 INFO [train.py:818] (0/4) Epoch 14, batch 4450, loss[loss=0.1222, over 7277.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006545, over 21.00 utterances.], tot_loss[loss=0.1009, over 1466432.79 frames. utt_duration=1245 frames, utt_pad_proportion=0.06281, over 4715.91 utterances.], batch size: 21, lr: 3.96e-04
2022-11-23 19:32:58,233 INFO [train.py:818] (0/4) Epoch 14, batch 4500, loss[loss=0.07757, over 7198.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005862, over 20.00 utterances.], tot_loss[loss=0.103, over 1466820.00 frames. utt_duration=1268 frames, utt_pad_proportion=0.05758, over 4631.41 utterances.], batch size: 20, lr: 3.96e-04
2022-11-23 19:33:35,420 INFO [train.py:818] (0/4) Epoch 14, batch 4550, loss[loss=0.08682, over 7389.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005511, over 20.00 utterances.], tot_loss[loss=0.1041, over 1467421.89 frames. utt_duration=1271 frames, utt_pad_proportion=0.05551, over 4622.75 utterances.], batch size: 20, lr: 3.96e-04
2022-11-23 19:34:13,172 INFO [train.py:818] (0/4) Epoch 14, batch 4600, loss[loss=0.125, over 7283.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006846, over 20.00 utterances.], tot_loss[loss=0.1043, over 1465949.94 frames. utt_duration=1259 frames, utt_pad_proportion=0.05941, over 4664.32 utterances.], batch size: 20, lr: 3.96e-04
2022-11-23 19:34:50,854 INFO [train.py:818] (0/4) Epoch 14, batch 4650, loss[loss=0.1082, over 7273.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03647, over 27.00 utterances.], tot_loss[loss=0.106, over 1466668.82 frames. utt_duration=1258 frames, utt_pad_proportion=0.05884, over 4668.73 utterances.], batch size: 27, lr: 3.96e-04
2022-11-23 19:35:27,054 INFO [train.py:818] (0/4) Epoch 14, batch 4700, loss[loss=0.1515, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00774, over 22.00 utterances.], tot_loss[loss=0.1065, over 1466691.53 frames. utt_duration=1274 frames, utt_pad_proportion=0.05273, over 4609.88 utterances.], batch size: 22, lr: 3.96e-04
2022-11-23 19:36:04,646 INFO [train.py:818] (0/4) Epoch 14, batch 4750, loss[loss=0.09597, over 7341.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.008999, over 23.00 utterances.], tot_loss[loss=0.1072, over 1467831.75 frames. utt_duration=1253 frames, utt_pad_proportion=0.06233, over 4693.22 utterances.], batch size: 23, lr: 3.96e-04
2022-11-23 19:36:41,438 INFO [train.py:818] (0/4) Epoch 14, batch 4800, loss[loss=0.1695, over 7281.00 frames. utt_duration=1457 frames, utt_pad_proportion=0.007221, over 20.00 utterances.], tot_loss[loss=0.1074, over 1467144.85 frames. utt_duration=1248 frames, utt_pad_proportion=0.06228, over 4709.48 utterances.], batch size: 20, lr: 3.96e-04
2022-11-23 19:37:17,717 INFO [train.py:818] (0/4) Epoch 14, batch 4850, loss[loss=0.1969, over 7386.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005347, over 21.00 utterances.], tot_loss[loss=0.1095, over 1466329.54 frames. utt_duration=1256 frames, utt_pad_proportion=0.05916, over 4675.59 utterances.], batch size: 21, lr: 3.95e-04
2022-11-23 19:37:54,464 INFO [train.py:818] (0/4) Epoch 14, batch 4900, loss[loss=0.09323, over 7262.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03882, over 27.00 utterances.], tot_loss[loss=0.109, over 1466584.44 frames. utt_duration=1255 frames, utt_pad_proportion=0.05869, over 4680.94 utterances.], batch size: 27, lr: 3.95e-04
2022-11-23 19:38:32,085 INFO [train.py:818] (0/4) Epoch 14, batch 4950, loss[loss=0.1077, over 7237.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.0353, over 16.00 utterances.], tot_loss[loss=0.1116, over 1467034.83 frames. utt_duration=1196 frames, utt_pad_proportion=0.07452, over 4914.17 utterances.], batch size: 16, lr: 3.95e-04
2022-11-23 19:39:10,034 INFO [train.py:818] (0/4) Epoch 14, batch 5000, loss[loss=0.09368, over 7223.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02184, over 25.00 utterances.], tot_loss[loss=0.1117, over 1466874.23 frames. utt_duration=1177 frames, utt_pad_proportion=0.08224, over 4993.45 utterances.], batch size: 25, lr: 3.95e-04
2022-11-23 19:39:47,778 INFO [train.py:818] (0/4) Epoch 14, batch 5050, loss[loss=0.1055, over 7253.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.04093, over 16.00 utterances.], tot_loss[loss=0.1111, over 1468246.95 frames. utt_duration=1189 frames, utt_pad_proportion=0.07826, over 4945.34 utterances.], batch size: 16, lr: 3.95e-04
2022-11-23 19:40:24,374 INFO [train.py:818] (0/4) Epoch 14, batch 5100, loss[loss=0.1706, over 7194.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005318, over 19.00 utterances.], tot_loss[loss=0.1098, over 1467334.53 frames. utt_duration=1221 frames, utt_pad_proportion=0.06707, over 4812.87 utterances.], batch size: 19, lr: 3.95e-04
2022-11-23 19:41:00,487 INFO [train.py:818] (0/4) Epoch 14, batch 5150, loss[loss=0.1324, over 7359.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007544, over 23.00 utterances.], tot_loss[loss=0.1085, over 1465728.95 frames. utt_duration=1246 frames, utt_pad_proportion=0.05903, over 4712.27 utterances.], batch size: 23, lr: 3.95e-04
2022-11-23 19:41:38,403 INFO [train.py:818] (0/4) Epoch 14, batch 5200, loss[loss=0.1377, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006975, over 21.00 utterances.], tot_loss[loss=0.1069, over 1465279.40 frames. utt_duration=1276 frames, utt_pad_proportion=0.05036, over 4597.65 utterances.], batch size: 21, lr: 3.95e-04
2022-11-23 19:42:15,027 INFO [train.py:818] (0/4) Epoch 14, batch 5250, loss[loss=0.08721, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006142, over 20.00 utterances.], tot_loss[loss=0.1075, over 1464837.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.05102, over 4604.36 utterances.], batch size: 20, lr: 3.95e-04
2022-11-23 19:42:52,575 INFO [train.py:818] (0/4) Epoch 14, batch 5300, loss[loss=0.08195, over 7494.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006558, over 19.00 utterances.], tot_loss[loss=0.1063, over 1464769.97 frames. utt_duration=1291 frames, utt_pad_proportion=0.04816, over 4542.98 utterances.], batch size: 19, lr: 3.95e-04
2022-11-23 19:43:29,517 INFO [train.py:818] (0/4) Epoch 14, batch 5350, loss[loss=0.118, over 7275.00 frames. utt_duration=971.6 frames, utt_pad_proportion=0.06122, over 30.00 utterances.], tot_loss[loss=0.1056, over 1465352.25 frames. utt_duration=1288 frames, utt_pad_proportion=0.04464, over 4554.43 utterances.], batch size: 30, lr: 3.95e-04
2022-11-23 19:44:06,941 INFO [train.py:818] (0/4) Epoch 14, batch 5400, loss[loss=0.1395, over 7426.00 frames. utt_duration=402.9 frames, utt_pad_proportion=0.3675, over 74.00 utterances.], tot_loss[loss=0.1058, over 1465870.01 frames. utt_duration=1242 frames, utt_pad_proportion=0.06001, over 4725.00 utterances.], batch size: 74, lr: 3.95e-04
2022-11-23 19:44:44,297 INFO [train.py:818] (0/4) Epoch 14, batch 5450, loss[loss=0.09933, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006924, over 22.00 utterances.], tot_loss[loss=0.1051, over 1465767.02 frames. utt_duration=1242 frames, utt_pad_proportion=0.06015, over 4725.81 utterances.], batch size: 22, lr: 3.94e-04
2022-11-23 19:45:21,209 INFO [train.py:818] (0/4) Epoch 14, batch 5500, loss[loss=0.08116, over 7298.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004871, over 20.00 utterances.], tot_loss[loss=0.1052, over 1466262.52 frames. utt_duration=1251 frames, utt_pad_proportion=0.05667, over 4692.75 utterances.], batch size: 20, lr: 3.94e-04
2022-11-23 19:45:58,209 INFO [train.py:818] (0/4) Epoch 14, batch 5550, loss[loss=0.1102, over 7288.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005927, over 21.00 utterances.], tot_loss[loss=0.106, over 1466555.42 frames. utt_duration=1245 frames, utt_pad_proportion=0.0558, over 4715.73 utterances.], batch size: 21, lr: 3.94e-04
2022-11-23 19:46:34,745 INFO [train.py:818] (0/4) Epoch 14, batch 5600, loss[loss=0.09072, over 7375.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.007062, over 21.00 utterances.], tot_loss[loss=0.1051, over 1465903.46 frames. utt_duration=1244 frames, utt_pad_proportion=0.05418, over 4719.01 utterances.], batch size: 21, lr: 3.94e-04
2022-11-23 19:47:10,524 INFO [train.py:818] (0/4) Epoch 14, batch 5650, loss[loss=0.06425, over 7194.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.008094, over 18.00 utterances.], tot_loss[loss=0.1047, over 1465188.22 frames. utt_duration=1237 frames, utt_pad_proportion=0.06015, over 4743.43 utterances.], batch size: 18, lr: 3.94e-04
2022-11-23 19:47:47,618 INFO [train.py:818] (0/4) Epoch 14, batch 5700, loss[loss=0.1529, over 7461.00 frames. utt_duration=446.6 frames, utt_pad_proportion=0.3043, over 67.00 utterances.], tot_loss[loss=0.1052, over 1466785.75 frames. utt_duration=1234 frames, utt_pad_proportion=0.06168, over 4760.79 utterances.], batch size: 67, lr: 3.94e-04
2022-11-23 19:48:24,637 INFO [train.py:818] (0/4) Epoch 14, batch 5750, loss[loss=0.1081, over 7292.00 frames. utt_duration=1622 frames, utt_pad_proportion=0.009734, over 18.00 utterances.], tot_loss[loss=0.1066, over 1466537.35 frames. utt_duration=1244 frames, utt_pad_proportion=0.05724, over 4721.59 utterances.], batch size: 18, lr: 3.94e-04
2022-11-23 19:49:02,284 INFO [train.py:818] (0/4) Epoch 14, batch 5800, loss[loss=0.1216, over 7302.00 frames. utt_duration=975.2 frames, utt_pad_proportion=0.05412, over 30.00 utterances.], tot_loss[loss=0.1086, over 1466870.69 frames. utt_duration=1213 frames, utt_pad_proportion=0.06969, over 4843.43 utterances.], batch size: 30, lr: 3.94e-04
2022-11-23 19:49:39,479 INFO [train.py:818] (0/4) Epoch 14, batch 5850, loss[loss=0.0969, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006906, over 21.00 utterances.], tot_loss[loss=0.1062, over 1466197.18 frames. utt_duration=1257 frames, utt_pad_proportion=0.05938, over 4669.74 utterances.], batch size: 21, lr: 3.94e-04
2022-11-23 19:50:16,207 INFO [train.py:818] (0/4) Epoch 14, batch 5900, loss[loss=0.1086, over 7390.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.00491, over 21.00 utterances.], tot_loss[loss=0.1068, over 1465586.58 frames. utt_duration=1260 frames, utt_pad_proportion=0.05643, over 4658.04 utterances.], batch size: 21, lr: 3.94e-04
2022-11-23 19:50:52,252 INFO [train.py:818] (0/4) Epoch 14, batch 5950, loss[loss=0.08227, over 7467.00 frames. utt_duration=965.2 frames, utt_pad_proportion=0.05648, over 31.00 utterances.], tot_loss[loss=0.1089, over 1465864.80 frames. utt_duration=1234 frames, utt_pad_proportion=0.06595, over 4758.32 utterances.], batch size: 31, lr: 3.94e-04
2022-11-23 19:51:29,222 INFO [train.py:818] (0/4) Epoch 14, batch 6000, loss[loss=0.1145, over 7301.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004935, over 20.00 utterances.], tot_loss[loss=0.1074, over 1465728.66 frames. utt_duration=1235 frames, utt_pad_proportion=0.06237, over 4752.31 utterances.], batch size: 20, lr: 3.94e-04
2022-11-23 19:51:29,224 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 19:51:49,282 INFO [train.py:847] (0/4) Epoch 14, validation: loss=0.04772, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 19:52:25,567 INFO [train.py:818] (0/4) Epoch 14, batch 6050, loss[loss=0.1211, over 7389.00 frames. utt_duration=759.2 frames, utt_pad_proportion=0.1283, over 39.00 utterances.], tot_loss[loss=0.1074, over 1465811.98 frames. utt_duration=1225 frames, utt_pad_proportion=0.06335, over 4792.84 utterances.], batch size: 39, lr: 3.94e-04
2022-11-23 19:53:02,804 INFO [train.py:818] (0/4) Epoch 14, batch 6100, loss[loss=0.1887, over 7456.00 frames. utt_duration=394.1 frames, utt_pad_proportion=0.3674, over 76.00 utterances.], tot_loss[loss=0.107, over 1465920.62 frames. utt_duration=1234 frames, utt_pad_proportion=0.06124, over 4758.38 utterances.], batch size: 76, lr: 3.93e-04
2022-11-23 19:53:39,164 INFO [train.py:818] (0/4) Epoch 14, batch 6150, loss[loss=0.0734, over 7311.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008802, over 18.00 utterances.], tot_loss[loss=0.1071, over 1464843.10 frames. utt_duration=1243 frames, utt_pad_proportion=0.05989, over 4717.99 utterances.], batch size: 18, lr: 3.93e-04
2022-11-23 19:54:17,241 INFO [train.py:818] (0/4) Epoch 14, batch 6200, loss[loss=0.1453, over 7385.00 frames. utt_duration=417.2 frames, utt_pad_proportion=0.3481, over 71.00 utterances.], tot_loss[loss=0.1068, over 1463788.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.05808, over 4728.20 utterances.], batch size: 71, lr: 3.93e-04
2022-11-23 19:54:54,348 INFO [train.py:818] (0/4) Epoch 14, batch 6250, loss[loss=0.1022, over 7462.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0149, over 24.00 utterances.], tot_loss[loss=0.1052, over 1464085.27 frames. utt_duration=1255 frames, utt_pad_proportion=0.05713, over 4671.76 utterances.], batch size: 24, lr: 3.93e-04
2022-11-23 19:55:30,408 INFO [train.py:818] (0/4) Epoch 14, batch 6300, loss[loss=0.1069, over 7495.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005107, over 19.00 utterances.], tot_loss[loss=0.106, over 1464856.18 frames. utt_duration=1254 frames, utt_pad_proportion=0.05485, over 4676.89 utterances.], batch size: 19, lr: 3.93e-04
2022-11-23 19:56:07,104 INFO [train.py:818] (0/4) Epoch 14, batch 6350, loss[loss=0.1152, over 7441.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007989, over 18.00 utterances.], tot_loss[loss=0.1057, over 1465035.92 frames. utt_duration=1269 frames, utt_pad_proportion=0.05138, over 4622.49 utterances.], batch size: 18, lr: 3.93e-04
2022-11-23 19:56:44,681 INFO [train.py:818] (0/4) Epoch 14, batch 6400, loss[loss=0.09912, over 7323.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007281, over 17.00 utterances.], tot_loss[loss=0.1053, over 1466146.99 frames. utt_duration=1275 frames, utt_pad_proportion=0.04906, over 4604.35 utterances.], batch size: 17, lr: 3.93e-04
2022-11-23 19:57:20,648 INFO [train.py:818] (0/4) Epoch 14, batch 6450, loss[loss=0.1726, over 7306.00 frames. utt_duration=975.1 frames, utt_pad_proportion=0.057, over 30.00 utterances.], tot_loss[loss=0.108, over 1466702.88 frames. utt_duration=1248 frames, utt_pad_proportion=0.05564, over 4704.77 utterances.], batch size: 30, lr: 3.93e-04
2022-11-23 19:57:58,038 INFO [train.py:818] (0/4) Epoch 14, batch 6500, loss[loss=0.1246, over 7272.00 frames. utt_duration=1214 frames, utt_pad_proportion=0.01016, over 24.00 utterances.], tot_loss[loss=0.1071, over 1466123.50 frames. utt_duration=1247 frames, utt_pad_proportion=0.05662, over 4708.44 utterances.], batch size: 24, lr: 3.93e-04
2022-11-23 19:58:34,867 INFO [train.py:818] (0/4) Epoch 14, batch 6550, loss[loss=0.1233, over 7333.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01068, over 23.00 utterances.], tot_loss[loss=0.1063, over 1465788.74 frames. utt_duration=1253 frames, utt_pad_proportion=0.05561, over 4683.97 utterances.], batch size: 23, lr: 3.93e-04
2022-11-23 19:59:11,732 INFO [train.py:818] (0/4) Epoch 14, batch 6600, loss[loss=0.08422, over 7484.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004054, over 21.00 utterances.], tot_loss[loss=0.1059, over 1465433.22 frames. utt_duration=1248 frames, utt_pad_proportion=0.05829, over 4702.74 utterances.], batch size: 21, lr: 3.93e-04
2022-11-23 19:59:48,252 INFO [train.py:818] (0/4) Epoch 14, batch 6650, loss[loss=0.07423, over 7289.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005386, over 21.00 utterances.], tot_loss[loss=0.1072, over 1464895.36 frames. utt_duration=1260 frames, utt_pad_proportion=0.05246, over 4655.43 utterances.], batch size: 21, lr: 3.93e-04
2022-11-23 20:00:26,089 INFO [train.py:818] (0/4) Epoch 14, batch 6700, loss[loss=0.07612, over 7461.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.01011, over 17.00 utterances.], tot_loss[loss=0.1075, over 1465719.34 frames. utt_duration=1247 frames, utt_pad_proportion=0.05634, over 4708.60 utterances.], batch size: 17, lr: 3.92e-04
2022-11-23 20:01:03,085 INFO [train.py:818] (0/4) Epoch 14, batch 6750, loss[loss=0.1006, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005345, over 20.00 utterances.], tot_loss[loss=0.1064, over 1465535.31 frames. utt_duration=1235 frames, utt_pad_proportion=0.06116, over 4754.19 utterances.], batch size: 20, lr: 3.92e-04
2022-11-23 20:01:42,170 INFO [train.py:818] (0/4) Epoch 14, batch 6800, loss[loss=0.1015, over 7278.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007596, over 21.00 utterances.], tot_loss[loss=0.1067, over 1465452.01 frames. utt_duration=1214 frames, utt_pad_proportion=0.06759, over 4835.82 utterances.], batch size: 21, lr: 3.92e-04
2022-11-23 20:02:18,210 INFO [train.py:818] (0/4) Epoch 14, batch 6850, loss[loss=0.09489, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006556, over 22.00 utterances.], tot_loss[loss=0.1057, over 1465127.77 frames. utt_duration=1237 frames, utt_pad_proportion=0.06243, over 4745.01 utterances.], batch size: 22, lr: 3.92e-04
2022-11-23 20:02:54,910 INFO [train.py:818] (0/4) Epoch 14, batch 6900, loss[loss=0.08004, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004842, over 20.00 utterances.], tot_loss[loss=0.1053, over 1465530.89 frames. utt_duration=1244 frames, utt_pad_proportion=0.05596, over 4718.90 utterances.], batch size: 20, lr: 3.92e-04
2022-11-23 20:03:31,649 INFO [train.py:818] (0/4) Epoch 14, batch 6950, loss[loss=0.1042, over 7208.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005514, over 18.00 utterances.], tot_loss[loss=0.1053, over 1465620.43 frames. utt_duration=1270 frames, utt_pad_proportion=0.05265, over 4620.92 utterances.], batch size: 18, lr: 3.92e-04
2022-11-23 20:04:09,187 INFO [train.py:818] (0/4) Epoch 14, batch 7000, loss[loss=0.08756, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00641, over 18.00 utterances.], tot_loss[loss=0.1061, over 1465863.52 frames. utt_duration=1267 frames, utt_pad_proportion=0.05445, over 4632.97 utterances.], batch size: 18, lr: 3.92e-04
2022-11-23 20:04:46,887 INFO [train.py:818] (0/4) Epoch 14, batch 7050, loss[loss=0.106, over 7491.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006525, over 19.00 utterances.], tot_loss[loss=0.1057, over 1465751.58 frames. utt_duration=1262 frames, utt_pad_proportion=0.05552, over 4651.24 utterances.], batch size: 19, lr: 3.92e-04
2022-11-23 20:05:23,079 INFO [train.py:818] (0/4) Epoch 14, batch 7100, loss[loss=0.1017, over 7179.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007046, over 22.00 utterances.], tot_loss[loss=0.1051, over 1464981.85 frames. utt_duration=1273 frames, utt_pad_proportion=0.05386, over 4608.21 utterances.], batch size: 22, lr: 3.92e-04
2022-11-23 20:06:00,735 INFO [train.py:818] (0/4) Epoch 14, batch 7150, loss[loss=0.101, over 7225.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.04782, over 16.00 utterances.], tot_loss[loss=0.1068, over 1465778.36 frames. utt_duration=1220 frames, utt_pad_proportion=0.06949, over 4812.96 utterances.], batch size: 16, lr: 3.92e-04
2022-11-23 20:06:38,572 INFO [train.py:818] (0/4) Epoch 14, batch 7200, loss[loss=0.09059, over 7157.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009815, over 17.00 utterances.], tot_loss[loss=0.1062, over 1465873.08 frames. utt_duration=1223 frames, utt_pad_proportion=0.07024, over 4801.10 utterances.], batch size: 17, lr: 3.92e-04
2022-11-23 20:07:16,202 INFO [train.py:818] (0/4) Epoch 14, batch 7250, loss[loss=0.07396, over 7389.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005078, over 21.00 utterances.], tot_loss[loss=0.1053, over 1465395.43 frames. utt_duration=1235 frames, utt_pad_proportion=0.06764, over 4753.83 utterances.], batch size: 21, lr: 3.92e-04
2022-11-23 20:07:53,231 INFO [train.py:818] (0/4) Epoch 14, batch 7300, loss[loss=0.08522, over 7186.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005425, over 21.00 utterances.], tot_loss[loss=0.1045, over 1466641.88 frames. utt_duration=1244 frames, utt_pad_proportion=0.06261, over 4723.20 utterances.], batch size: 21, lr: 3.92e-04
2022-11-23 20:08:30,100 INFO [train.py:818] (0/4) Epoch 14, batch 7350, loss[loss=0.1446, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01262, over 24.00 utterances.], tot_loss[loss=0.105, over 1466601.84 frames. utt_duration=1236 frames, utt_pad_proportion=0.06339, over 4751.45 utterances.], batch size: 24, lr: 3.91e-04
2022-11-23 20:09:07,479 INFO [train.py:818] (0/4) Epoch 14, batch 7400, loss[loss=0.08436, over 7295.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005922, over 20.00 utterances.], tot_loss[loss=0.1058, over 1466983.57 frames. utt_duration=1244 frames, utt_pad_proportion=0.05732, over 4722.85 utterances.], batch size: 20, lr: 3.91e-04
2022-11-23 20:09:45,409 INFO [train.py:818] (0/4) Epoch 14, batch 7450, loss[loss=0.1143, over 7469.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01489, over 24.00 utterances.], tot_loss[loss=0.104, over 1467221.28 frames. utt_duration=1248 frames, utt_pad_proportion=0.05845, over 4707.01 utterances.], batch size: 24, lr: 3.91e-04
2022-11-23 20:10:22,672 INFO [train.py:818] (0/4) Epoch 14, batch 7500, loss[loss=0.08545, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006558, over 21.00 utterances.], tot_loss[loss=0.1055, over 1466660.39 frames. utt_duration=1226 frames, utt_pad_proportion=0.06628, over 4792.37 utterances.], batch size: 21, lr: 3.91e-04
2022-11-23 20:10:59,012 INFO [train.py:818] (0/4) Epoch 14, batch 7550, loss[loss=0.1357, over 7366.00 frames. utt_duration=952.1 frames, utt_pad_proportion=0.0765, over 31.00 utterances.], tot_loss[loss=0.1041, over 1466055.90 frames. utt_duration=1226 frames, utt_pad_proportion=0.06727, over 4790.27 utterances.], batch size: 31, lr: 3.91e-04
2022-11-23 20:11:37,025 INFO [train.py:818] (0/4) Epoch 14, batch 7600, loss[loss=0.1078, over 7306.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03387, over 27.00 utterances.], tot_loss[loss=0.1058, over 1467200.61 frames. utt_duration=1177 frames, utt_pad_proportion=0.08099, over 4990.71 utterances.], batch size: 27, lr: 3.91e-04
2022-11-23 20:12:13,078 INFO [train.py:818] (0/4) Epoch 14, batch 7650, loss[loss=0.0935, over 7484.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01099, over 23.00 utterances.], tot_loss[loss=0.1053, over 1467305.69 frames. utt_duration=1193 frames, utt_pad_proportion=0.07236, over 4927.69 utterances.], batch size: 23, lr: 3.91e-04
2022-11-23 20:12:50,731 INFO [train.py:818] (0/4) Epoch 14, batch 7700, loss[loss=0.1384, over 7370.00 frames. utt_duration=952.3 frames, utt_pad_proportion=0.0636, over 31.00 utterances.], tot_loss[loss=0.1058, over 1466819.14 frames. utt_duration=1180 frames, utt_pad_proportion=0.07818, over 4977.62 utterances.], batch size: 31, lr: 3.91e-04
2022-11-23 20:13:28,118 INFO [train.py:818] (0/4) Epoch 14, batch 7750, loss[loss=0.1134, over 7260.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03261, over 27.00 utterances.], tot_loss[loss=0.107, over 1466231.24 frames. utt_duration=1182 frames, utt_pad_proportion=0.0797, over 4969.32 utterances.], batch size: 27, lr: 3.91e-04
2022-11-23 20:14:05,605 INFO [train.py:818] (0/4) Epoch 14, batch 7800, loss[loss=0.1174, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01115, over 24.00 utterances.], tot_loss[loss=0.1066, over 1465639.23 frames. utt_duration=1168 frames, utt_pad_proportion=0.08273, over 5027.77 utterances.], batch size: 24, lr: 3.91e-04
2022-11-23 20:14:43,001 INFO [train.py:818] (0/4) Epoch 14, batch 7850, loss[loss=0.08369, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005117, over 21.00 utterances.], tot_loss[loss=0.1061, over 1465507.07 frames. utt_duration=1150 frames, utt_pad_proportion=0.08939, over 5105.26 utterances.], batch size: 21, lr: 3.91e-04
2022-11-23 20:15:20,161 INFO [train.py:818] (0/4) Epoch 14, batch 7900, loss[loss=0.1254, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005519, over 21.00 utterances.], tot_loss[loss=0.1049, over 1465583.94 frames. utt_duration=1187 frames, utt_pad_proportion=0.08008, over 4946.68 utterances.], batch size: 21, lr: 3.91e-04
2022-11-23 20:15:57,760 INFO [train.py:818] (0/4) Epoch 14, batch 7950, loss[loss=0.0982, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00545, over 20.00 utterances.], tot_loss[loss=0.1041, over 1464862.06 frames. utt_duration=1191 frames, utt_pad_proportion=0.07903, over 4926.24 utterances.], batch size: 20, lr: 3.90e-04
2022-11-23 20:16:34,809 INFO [train.py:818] (0/4) Epoch 14, batch 8000, loss[loss=0.1111, over 7301.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03529, over 27.00 utterances.], tot_loss[loss=0.1039, over 1465143.16 frames. utt_duration=1199 frames, utt_pad_proportion=0.0753, over 4895.83 utterances.], batch size: 27, lr: 3.90e-04
2022-11-23 20:17:12,311 INFO [train.py:818] (0/4) Epoch 14, batch 8050, loss[loss=0.1702, over 7352.00 frames. utt_duration=755.5 frames, utt_pad_proportion=0.1215, over 39.00 utterances.], tot_loss[loss=0.1061, over 1465348.99 frames. utt_duration=1185 frames, utt_pad_proportion=0.07984, over 4950.69 utterances.], batch size: 39, lr: 3.90e-04
2022-11-23 20:17:50,868 INFO [train.py:818] (0/4) Epoch 14, batch 8100, loss[loss=0.1156, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005985, over 20.00 utterances.], tot_loss[loss=0.1064, over 1465532.74 frames. utt_duration=1154 frames, utt_pad_proportion=0.09141, over 5084.42 utterances.], batch size: 20, lr: 3.90e-04
2022-11-23 20:18:28,165 INFO [train.py:818] (0/4) Epoch 14, batch 8150, loss[loss=0.07531, over 7311.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008164, over 18.00 utterances.], tot_loss[loss=0.1069, over 1465653.26 frames. utt_duration=1172 frames, utt_pad_proportion=0.0848, over 5010.29 utterances.], batch size: 18, lr: 3.90e-04
2022-11-23 20:19:05,196 INFO [train.py:818] (0/4) Epoch 14, batch 8200, loss[loss=0.1022, over 7374.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006024, over 21.00 utterances.], tot_loss[loss=0.107, over 1465704.50 frames. utt_duration=1178 frames, utt_pad_proportion=0.08248, over 4985.27 utterances.], batch size: 21, lr: 3.90e-04
2022-11-23 20:19:42,048 INFO [train.py:818] (0/4) Epoch 14, batch 8250, loss[loss=0.1488, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004762, over 20.00 utterances.], tot_loss[loss=0.1077, over 1465541.32 frames. utt_duration=1220 frames, utt_pad_proportion=0.06921, over 4810.82 utterances.], batch size: 20, lr: 3.90e-04
2022-11-23 20:20:18,755 INFO [train.py:818] (0/4) Epoch 14, batch 8300, loss[loss=0.0864, over 7297.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005786, over 20.00 utterances.], tot_loss[loss=0.108, over 1464794.90 frames. utt_duration=1238 frames, utt_pad_proportion=0.06382, over 4737.74 utterances.], batch size: 20, lr: 3.90e-04
2022-11-23 20:20:55,666 INFO [train.py:818] (0/4) Epoch 14, batch 8350, loss[loss=0.1085, over 7103.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005489, over 18.00 utterances.], tot_loss[loss=0.1077, over 1463709.33 frames. utt_duration=1217 frames, utt_pad_proportion=0.07103, over 4814.94 utterances.], batch size: 18, lr: 3.90e-04
2022-11-23 20:21:34,635 INFO [train.py:818] (0/4) Epoch 14, batch 8400, loss[loss=0.08642, over 7379.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006221, over 20.00 utterances.], tot_loss[loss=0.1067, over 1464366.23 frames. utt_duration=1247 frames, utt_pad_proportion=0.06493, over 4701.89 utterances.], batch size: 20, lr: 3.90e-04
2022-11-23 20:22:12,514 INFO [train.py:818] (0/4) Epoch 14, batch 8450, loss[loss=0.08854, over 7472.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007366, over 20.00 utterances.], tot_loss[loss=0.1068, over 1465506.76 frames. utt_duration=1209 frames, utt_pad_proportion=0.0726, over 4854.09 utterances.], batch size: 20, lr: 3.90e-04
2022-11-23 20:22:49,550 INFO [train.py:818] (0/4) Epoch 14, batch 8500, loss[loss=0.09752, over 7214.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01514, over 24.00 utterances.], tot_loss[loss=0.1047, over 1465779.10 frames. utt_duration=1220 frames, utt_pad_proportion=0.06597, over 4811.05 utterances.], batch size: 24, lr: 3.90e-04
2022-11-23 20:23:26,478 INFO [train.py:818] (0/4) Epoch 14, batch 8550, loss[loss=0.08118, over 7491.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006426, over 19.00 utterances.], tot_loss[loss=0.1034, over 1466206.75 frames. utt_duration=1236 frames, utt_pad_proportion=0.06065, over 4750.77 utterances.], batch size: 19, lr: 3.90e-04
2022-11-23 20:24:03,351 INFO [train.py:818] (0/4) Epoch 14, batch 8600, loss[loss=0.09099, over 7258.00 frames. utt_duration=1076 frames, utt_pad_proportion=0.03886, over 27.00 utterances.], tot_loss[loss=0.103, over 1465655.53 frames. utt_duration=1243 frames, utt_pad_proportion=0.05813, over 4721.83 utterances.], batch size: 27, lr: 3.89e-04
2022-11-23 20:24:39,927 INFO [train.py:818] (0/4) Epoch 14, batch 8650, loss[loss=0.07406, over 7451.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007618, over 18.00 utterances.], tot_loss[loss=0.1034, over 1466258.39 frames. utt_duration=1248 frames, utt_pad_proportion=0.05566, over 4703.60 utterances.], batch size: 18, lr: 3.89e-04
2022-11-23 20:25:15,396 INFO [train.py:818] (0/4) Epoch 14, batch 8700, loss[loss=0.07761, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007888, over 22.00 utterances.], tot_loss[loss=0.1041, over 1465955.70 frames. utt_duration=1246 frames, utt_pad_proportion=0.05859, over 4712.87 utterances.], batch size: 22, lr: 3.89e-04
2022-11-23 20:25:52,628 INFO [train.py:818] (0/4) Epoch 14, batch 8750, loss[loss=0.1234, over 7191.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.005045, over 20.00 utterances.], tot_loss[loss=0.106, over 1466769.73 frames. utt_duration=1217 frames, utt_pad_proportion=0.06503, over 4826.45 utterances.], batch size: 20, lr: 3.89e-04
2022-11-23 20:26:30,395 INFO [train.py:818] (0/4) Epoch 14, batch 8800, loss[loss=0.1354, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007057, over 22.00 utterances.], tot_loss[loss=0.1057, over 1466671.80 frames. utt_duration=1214 frames, utt_pad_proportion=0.06969, over 4838.29 utterances.], batch size: 22, lr: 3.89e-04
2022-11-23 20:27:06,299 INFO [train.py:818] (0/4) Epoch 14, batch 8850, loss[loss=0.09539, over 7483.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.00442, over 21.00 utterances.], tot_loss[loss=0.1068, over 1467170.40 frames. utt_duration=1196 frames, utt_pad_proportion=0.07355, over 4913.10 utterances.], batch size: 21, lr: 3.89e-04
2022-11-23 20:27:44,669 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-14.pt
2022-11-23 20:28:27,558 INFO [train.py:818] (0/4) Epoch 15, batch 0, loss[loss=0.1096, over 7270.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03786, over 27.00 utterances.], tot_loss[loss=0.1096, over 7270.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03786, over 27.00 utterances.], batch size: 27, lr: 3.77e-04
2022-11-23 20:29:03,859 INFO [train.py:818] (0/4) Epoch 15, batch 50, loss[loss=0.0575, over 7389.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00578, over 20.00 utterances.], tot_loss[loss=0.08425, over 330049.81 frames. utt_duration=1341 frames, utt_pad_proportion=0.03725, over 985.37 utterances.], batch size: 20, lr: 3.77e-04
2022-11-23 20:29:41,642 INFO [train.py:818] (0/4) Epoch 15, batch 100, loss[loss=0.1107, over 7206.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004759, over 20.00 utterances.], tot_loss[loss=0.0836, over 582378.56 frames. utt_duration=1244 frames, utt_pad_proportion=0.07117, over 1874.83 utterances.], batch size: 20, lr: 3.77e-04
2022-11-23 20:30:17,725 INFO [train.py:818] (0/4) Epoch 15, batch 150, loss[loss=0.08192, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006467, over 20.00 utterances.], tot_loss[loss=0.0827, over 777615.06 frames. utt_duration=1288 frames, utt_pad_proportion=0.05714, over 2418.54 utterances.], batch size: 20, lr: 3.77e-04
2022-11-23 20:30:53,837 INFO [train.py:818] (0/4) Epoch 15, batch 200, loss[loss=0.07767, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007024, over 22.00 utterances.], tot_loss[loss=0.08316, over 930874.80 frames. utt_duration=1288 frames, utt_pad_proportion=0.0532, over 2894.98 utterances.], batch size: 22, lr: 3.77e-04
2022-11-23 20:31:33,616 INFO [train.py:818] (0/4) Epoch 15, batch 250, loss[loss=0.0831, over 7297.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03439, over 27.00 utterances.], tot_loss[loss=0.08505, over 1048733.13 frames. utt_duration=1310 frames, utt_pad_proportion=0.0427, over 3205.50 utterances.], batch size: 27, lr: 3.77e-04
2022-11-23 20:32:08,776 INFO [train.py:818] (0/4) Epoch 15, batch 300, loss[loss=0.1747, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006304, over 20.00 utterances.], tot_loss[loss=0.0868, over 1140693.74 frames. utt_duration=1332 frames, utt_pad_proportion=0.03414, over 3429.25 utterances.], batch size: 20, lr: 3.77e-04
2022-11-23 20:32:44,662 INFO [train.py:818] (0/4) Epoch 15, batch 350, loss[loss=0.1012, over 7483.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.012, over 24.00 utterances.], tot_loss[loss=0.08534, over 1213406.96 frames. utt_duration=1343 frames, utt_pad_proportion=0.03104, over 3618.76 utterances.], batch size: 24, lr: 3.77e-04
2022-11-23 20:33:23,916 INFO [train.py:818] (0/4) Epoch 15, batch 400, loss[loss=0.06771, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009913, over 17.00 utterances.], tot_loss[loss=0.08546, over 1268986.26 frames. utt_duration=1288 frames, utt_pad_proportion=0.04816, over 3944.16 utterances.], batch size: 17, lr: 3.77e-04
2022-11-23 20:33:58,504 INFO [train.py:818] (0/4) Epoch 15, batch 450, loss[loss=0.06052, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005926, over 20.00 utterances.], tot_loss[loss=0.08462, over 1311652.57 frames. utt_duration=1290 frames, utt_pad_proportion=0.04526, over 4070.74 utterances.], batch size: 20, lr: 3.76e-04
2022-11-23 20:34:33,911 INFO [train.py:818] (0/4) Epoch 15, batch 500, loss[loss=0.07259, over 7386.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.00715, over 19.00 utterances.], tot_loss[loss=0.08342, over 1346187.24 frames. utt_duration=1314 frames, utt_pad_proportion=0.04032, over 4101.73 utterances.], batch size: 19, lr: 3.76e-04
2022-11-23 20:35:12,638 INFO [train.py:818] (0/4) Epoch 15, batch 550, loss[loss=0.09651, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005966, over 20.00 utterances.], tot_loss[loss=0.08478, over 1373759.51 frames. utt_duration=1275 frames, utt_pad_proportion=0.05543, over 4314.56 utterances.], batch size: 20, lr: 3.76e-04
2022-11-23 20:35:48,443 INFO [train.py:818] (0/4) Epoch 15, batch 600, loss[loss=0.07169, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005749, over 21.00 utterances.], tot_loss[loss=0.08435, over 1393610.95 frames. utt_duration=1271 frames, utt_pad_proportion=0.0526, over 4391.94 utterances.], batch size: 21, lr: 3.76e-04
2022-11-23 20:36:25,327 INFO [train.py:818] (0/4) Epoch 15, batch 650, loss[loss=0.09556, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005475, over 19.00 utterances.], tot_loss[loss=0.0846, over 1409786.84 frames. utt_duration=1250 frames, utt_pad_proportion=0.05954, over 4517.37 utterances.], batch size: 19, lr: 3.76e-04
2022-11-23 20:37:01,826 INFO [train.py:818] (0/4) Epoch 15, batch 700, loss[loss=0.09713, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005732, over 21.00 utterances.], tot_loss[loss=0.08406, over 1421907.08 frames. utt_duration=1270 frames, utt_pad_proportion=0.05205, over 4483.59 utterances.], batch size: 21, lr: 3.76e-04
2022-11-23 20:37:37,669 INFO [train.py:818] (0/4) Epoch 15, batch 750, loss[loss=0.0626, over 7323.00 frames. utt_duration=1725 frames, utt_pad_proportion=0.00573, over 17.00 utterances.], tot_loss[loss=0.08381, over 1432255.56 frames. utt_duration=1283 frames, utt_pad_proportion=0.05089, over 4471.89 utterances.], batch size: 17, lr: 3.76e-04
2022-11-23 20:38:14,218 INFO [train.py:818] (0/4) Epoch 15, batch 800, loss[loss=0.116, over 7287.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03572, over 27.00 utterances.], tot_loss[loss=0.08338, over 1437841.42 frames. utt_duration=1295 frames, utt_pad_proportion=0.04461, over 4446.58 utterances.], batch size: 27, lr: 3.76e-04
2022-11-23 20:38:52,305 INFO [train.py:818] (0/4) Epoch 15, batch 850, loss[loss=0.08799, over 7279.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.02402, over 16.00 utterances.], tot_loss[loss=0.08452, over 1444549.33 frames. utt_duration=1276 frames, utt_pad_proportion=0.05077, over 4532.10 utterances.], batch size: 16, lr: 3.76e-04
2022-11-23 20:39:28,584 INFO [train.py:818] (0/4) Epoch 15, batch 900, loss[loss=0.08101, over 7321.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.005969, over 18.00 utterances.], tot_loss[loss=0.0836, over 1450753.13 frames. utt_duration=1303 frames, utt_pad_proportion=0.04384, over 4459.50 utterances.], batch size: 18, lr: 3.76e-04
2022-11-23 20:40:04,743 INFO [train.py:818] (0/4) Epoch 15, batch 950, loss[loss=0.05476, over 7295.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004397, over 20.00 utterances.], tot_loss[loss=0.08365, over 1454339.38 frames. utt_duration=1279 frames, utt_pad_proportion=0.0503, over 4555.40 utterances.], batch size: 20, lr: 3.76e-04
2022-11-23 20:40:42,930 INFO [train.py:818] (0/4) Epoch 15, batch 1000, loss[loss=0.06411, over 7200.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.004559, over 19.00 utterances.], tot_loss[loss=0.08442, over 1457546.79 frames. utt_duration=1275 frames, utt_pad_proportion=0.05056, over 4578.02 utterances.], batch size: 19, lr: 3.76e-04
2022-11-23 20:41:20,014 INFO [train.py:818] (0/4) Epoch 15, batch 1050, loss[loss=0.1223, over 7430.00 frames. utt_duration=414.3 frames, utt_pad_proportion=0.3476, over 72.00 utterances.], tot_loss[loss=0.08509, over 1460020.80 frames. utt_duration=1266 frames, utt_pad_proportion=0.05688, over 4617.38 utterances.], batch size: 72, lr: 3.76e-04
2022-11-23 20:41:56,797 INFO [train.py:818] (0/4) Epoch 15, batch 1100, loss[loss=0.09364, over 7475.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01149, over 24.00 utterances.], tot_loss[loss=0.08566, over 1461389.31 frames. utt_duration=1267 frames, utt_pad_proportion=0.05611, over 4620.25 utterances.], batch size: 24, lr: 3.76e-04
2022-11-23 20:42:33,028 INFO [train.py:818] (0/4) Epoch 15, batch 1150, loss[loss=0.08534, over 7386.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004341, over 21.00 utterances.], tot_loss[loss=0.08518, over 1462780.23 frames. utt_duration=1300 frames, utt_pad_proportion=0.04752, over 4504.91 utterances.], batch size: 21, lr: 3.75e-04
2022-11-23 20:43:08,665 INFO [train.py:818] (0/4) Epoch 15, batch 1200, loss[loss=0.08534, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005625, over 18.00 utterances.], tot_loss[loss=0.08568, over 1463076.06 frames. utt_duration=1291 frames, utt_pad_proportion=0.0494, over 4537.43 utterances.], batch size: 18, lr: 3.75e-04
2022-11-23 20:43:56,258 INFO [train.py:818] (0/4) Epoch 15, batch 1250, loss[loss=0.1042, over 7176.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007357, over 17.00 utterances.], tot_loss[loss=0.08586, over 1463223.40 frames. utt_duration=1311 frames, utt_pad_proportion=0.04163, over 4468.32 utterances.], batch size: 17, lr: 3.75e-04
2022-11-23 20:44:52,740 INFO [train.py:818] (0/4) Epoch 15, batch 1300, loss[loss=0.08081, over 7415.00 frames. utt_duration=781.9 frames, utt_pad_proportion=0.1104, over 38.00 utterances.], tot_loss[loss=0.08715, over 1463638.04 frames. utt_duration=1301 frames, utt_pad_proportion=0.04612, over 4505.35 utterances.], batch size: 38, lr: 3.75e-04
2022-11-23 20:45:28,708 INFO [train.py:818] (0/4) Epoch 15, batch 1350, loss[loss=0.09977, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00534, over 19.00 utterances.], tot_loss[loss=0.08719, over 1462357.29 frames. utt_duration=1313 frames, utt_pad_proportion=0.0458, over 4461.27 utterances.], batch size: 19, lr: 3.75e-04
2022-11-23 20:46:06,665 INFO [train.py:818] (0/4) Epoch 15, batch 1400, loss[loss=0.1205, over 7422.00 frames. utt_duration=958.8 frames, utt_pad_proportion=0.07179, over 31.00 utterances.], tot_loss[loss=0.08655, over 1462474.67 frames. utt_duration=1325 frames, utt_pad_proportion=0.04014, over 4419.36 utterances.], batch size: 31, lr: 3.75e-04
2022-11-23 20:46:42,764 INFO [train.py:818] (0/4) Epoch 15, batch 1450, loss[loss=0.1116, over 7374.00 frames. utt_duration=423 frames, utt_pad_proportion=0.338, over 70.00 utterances.], tot_loss[loss=0.08631, over 1463881.89 frames. utt_duration=1316 frames, utt_pad_proportion=0.04495, over 4455.30 utterances.], batch size: 70, lr: 3.75e-04
2022-11-23 20:47:18,021 INFO [train.py:818] (0/4) Epoch 15, batch 1500, loss[loss=0.07342, over 7212.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.00407, over 19.00 utterances.], tot_loss[loss=0.08687, over 1462991.90 frames. utt_duration=1324 frames, utt_pad_proportion=0.0401, over 4423.33 utterances.], batch size: 19, lr: 3.75e-04
2022-11-23 20:47:56,489 INFO [train.py:818] (0/4) Epoch 15, batch 1550, loss[loss=0.07235, over 7284.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.005999, over 20.00 utterances.], tot_loss[loss=0.08805, over 1464388.70 frames. utt_duration=1264 frames, utt_pad_proportion=0.05588, over 4640.32 utterances.], batch size: 20, lr: 3.75e-04
2022-11-23 20:48:32,004 INFO [train.py:818] (0/4) Epoch 15, batch 1600, loss[loss=0.07747, over 7201.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006548, over 18.00 utterances.], tot_loss[loss=0.08764, over 1464979.56 frames. utt_duration=1268 frames, utt_pad_proportion=0.05534, over 4626.41 utterances.], batch size: 18, lr: 3.75e-04
2022-11-23 20:49:07,050 INFO [train.py:818] (0/4) Epoch 15, batch 1650, loss[loss=0.1065, over 7296.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005617, over 19.00 utterances.], tot_loss[loss=0.08818, over 1464857.84 frames. utt_duration=1278 frames, utt_pad_proportion=0.0499, over 4590.25 utterances.], batch size: 19, lr: 3.75e-04
2022-11-23 20:49:45,318 INFO [train.py:818] (0/4) Epoch 15, batch 1700, loss[loss=0.1043, over 7383.00 frames. utt_duration=954.1 frames, utt_pad_proportion=0.07099, over 31.00 utterances.], tot_loss[loss=0.08872, over 1465010.67 frames. utt_duration=1268 frames, utt_pad_proportion=0.05227, over 4626.66 utterances.], batch size: 31, lr: 3.75e-04
2022-11-23 20:50:20,921 INFO [train.py:818] (0/4) Epoch 15, batch 1750, loss[loss=0.06737, over 7244.00 frames. utt_duration=967.4 frames, utt_pad_proportion=0.06441, over 30.00 utterances.], tot_loss[loss=0.08787, over 1464584.44 frames. utt_duration=1263 frames, utt_pad_proportion=0.05136, over 4645.48 utterances.], batch size: 30, lr: 3.75e-04
2022-11-23 20:50:57,187 INFO [train.py:818] (0/4) Epoch 15, batch 1800, loss[loss=0.08646, over 7237.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01351, over 24.00 utterances.], tot_loss[loss=0.08802, over 1464416.81 frames. utt_duration=1263 frames, utt_pad_proportion=0.05211, over 4642.85 utterances.], batch size: 24, lr: 3.74e-04
2022-11-23 20:51:34,720 INFO [train.py:818] (0/4) Epoch 15, batch 1850, loss[loss=0.07779, over 7191.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.005802, over 19.00 utterances.], tot_loss[loss=0.08708, over 1464904.06 frames. utt_duration=1261 frames, utt_pad_proportion=0.05306, over 4650.90 utterances.], batch size: 19, lr: 3.74e-04
2022-11-23 20:52:11,384 INFO [train.py:818] (0/4) Epoch 15, batch 1900, loss[loss=0.08331, over 7198.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005349, over 20.00 utterances.], tot_loss[loss=0.08904, over 1464223.17 frames. utt_duration=1247 frames, utt_pad_proportion=0.0589, over 4701.14 utterances.], batch size: 20, lr: 3.74e-04
2022-11-23 20:52:46,990 INFO [train.py:818] (0/4) Epoch 15, batch 1950, loss[loss=0.1304, over 7458.00 frames. utt_duration=415.7 frames, utt_pad_proportion=0.3514, over 72.00 utterances.], tot_loss[loss=0.08942, over 1464451.96 frames. utt_duration=1257 frames, utt_pad_proportion=0.05594, over 4665.42 utterances.], batch size: 72, lr: 3.74e-04
2022-11-23 20:53:24,675 INFO [train.py:818] (0/4) Epoch 15, batch 2000, loss[loss=0.09193, over 7230.00 frames. utt_duration=1072 frames, utt_pad_proportion=0.04335, over 27.00 utterances.], tot_loss[loss=0.08858, over 1464846.86 frames. utt_duration=1235 frames, utt_pad_proportion=0.06348, over 4749.13 utterances.], batch size: 27, lr: 3.74e-04
2022-11-23 20:54:00,573 INFO [train.py:818] (0/4) Epoch 15, batch 2050, loss[loss=0.05405, over 7200.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00528, over 20.00 utterances.], tot_loss[loss=0.08702, over 1464563.99 frames. utt_duration=1271 frames, utt_pad_proportion=0.05394, over 4614.03 utterances.], batch size: 20, lr: 3.74e-04
2022-11-23 20:54:36,701 INFO [train.py:818] (0/4) Epoch 15, batch 2100, loss[loss=0.08426, over 7480.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006467, over 19.00 utterances.], tot_loss[loss=0.0871, over 1464267.44 frames. utt_duration=1283 frames, utt_pad_proportion=0.04618, over 4571.13 utterances.], batch size: 19, lr: 3.74e-04
2022-11-23 20:55:13,457 INFO [train.py:818] (0/4) Epoch 15, batch 2150, loss[loss=0.06518, over 7303.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.003951, over 20.00 utterances.], tot_loss[loss=0.08607, over 1463531.61 frames. utt_duration=1291 frames, utt_pad_proportion=0.04448, over 4539.79 utterances.], batch size: 20, lr: 3.74e-04
2022-11-23 20:55:48,727 INFO [train.py:818] (0/4) Epoch 15, batch 2200, loss[loss=0.09848, over 7299.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004394, over 20.00 utterances.], tot_loss[loss=0.08596, over 1464422.37 frames. utt_duration=1296 frames, utt_pad_proportion=0.04389, over 4525.36 utterances.], batch size: 20, lr: 3.74e-04
2022-11-23 20:56:26,179 INFO [train.py:818] (0/4) Epoch 15, batch 2250, loss[loss=0.06329, over 7489.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004811, over 20.00 utterances.], tot_loss[loss=0.08611, over 1464938.64 frames. utt_duration=1290 frames, utt_pad_proportion=0.04428, over 4547.75 utterances.], batch size: 20, lr: 3.74e-04
2022-11-23 20:57:03,129 INFO [train.py:818] (0/4) Epoch 15, batch 2300, loss[loss=0.04546, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01006, over 17.00 utterances.], tot_loss[loss=0.0867, over 1465232.02 frames. utt_duration=1276 frames, utt_pad_proportion=0.04683, over 4600.37 utterances.], batch size: 17, lr: 3.74e-04
2022-11-23 20:57:38,483 INFO [train.py:818] (0/4) Epoch 15, batch 2350, loss[loss=0.09707, over 7231.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.02653, over 16.00 utterances.], tot_loss[loss=0.08593, over 1464451.94 frames. utt_duration=1302 frames, utt_pad_proportion=0.0447, over 4503.21 utterances.], batch size: 16, lr: 3.74e-04
2022-11-23 20:58:16,563 INFO [train.py:818] (0/4) Epoch 15, batch 2400, loss[loss=0.08909, over 7442.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007065, over 18.00 utterances.], tot_loss[loss=0.08636, over 1465630.36 frames. utt_duration=1275 frames, utt_pad_proportion=0.05375, over 4602.05 utterances.], batch size: 18, lr: 3.74e-04
2022-11-23 20:58:53,985 INFO [train.py:818] (0/4) Epoch 15, batch 2450, loss[loss=0.06733, over 7299.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005141, over 19.00 utterances.], tot_loss[loss=0.0856, over 1465983.60 frames. utt_duration=1279 frames, utt_pad_proportion=0.05477, over 4588.78 utterances.], batch size: 19, lr: 3.74e-04
2022-11-23 20:59:29,359 INFO [train.py:818] (0/4) Epoch 15, batch 2500, loss[loss=0.07685, over 7341.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009868, over 23.00 utterances.], tot_loss[loss=0.08566, over 1464950.29 frames. utt_duration=1267 frames, utt_pad_proportion=0.05576, over 4631.42 utterances.], batch size: 23, lr: 3.73e-04
2022-11-23 21:00:06,974 INFO [train.py:818] (0/4) Epoch 15, batch 2550, loss[loss=0.124, over 7477.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02462, over 26.00 utterances.], tot_loss[loss=0.08523, over 1465993.25 frames. utt_duration=1242 frames, utt_pad_proportion=0.06119, over 4726.26 utterances.], batch size: 26, lr: 3.73e-04
2022-11-23 21:00:43,385 INFO [train.py:818] (0/4) Epoch 15, batch 2600, loss[loss=0.08117, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01002, over 17.00 utterances.], tot_loss[loss=0.08578, over 1466037.69 frames. utt_duration=1229 frames, utt_pad_proportion=0.06156, over 4775.88 utterances.], batch size: 17, lr: 3.73e-04
2022-11-23 21:01:18,869 INFO [train.py:818] (0/4) Epoch 15, batch 2650, loss[loss=0.07084, over 7284.00 frames. utt_duration=1715 frames, utt_pad_proportion=0.01246, over 17.00 utterances.], tot_loss[loss=0.0849, over 1466342.21 frames. utt_duration=1246 frames, utt_pad_proportion=0.05718, over 4711.26 utterances.], batch size: 17, lr: 3.73e-04
2022-11-23 21:01:57,244 INFO [train.py:818] (0/4) Epoch 15, batch 2700, loss[loss=0.04816, over 7296.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01087, over 17.00 utterances.], tot_loss[loss=0.08502, over 1466027.96 frames. utt_duration=1221 frames, utt_pad_proportion=0.06889, over 4808.79 utterances.], batch size: 17, lr: 3.73e-04
2022-11-23 21:02:33,421 INFO [train.py:818] (0/4) Epoch 15, batch 2750, loss[loss=0.09514, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006124, over 20.00 utterances.], tot_loss[loss=0.08516, over 1466186.02 frames. utt_duration=1186 frames, utt_pad_proportion=0.07621, over 4950.00 utterances.], batch size: 20, lr: 3.73e-04
2022-11-23 21:03:09,505 INFO [train.py:818] (0/4) Epoch 15, batch 2800, loss[loss=0.1011, over 7204.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005103, over 20.00 utterances.], tot_loss[loss=0.08515, over 1464892.12 frames. utt_duration=1207 frames, utt_pad_proportion=0.07036, over 4861.61 utterances.], batch size: 20, lr: 3.73e-04
2022-11-23 21:03:46,718 INFO [train.py:818] (0/4) Epoch 15, batch 2850, loss[loss=0.08852, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006326, over 19.00 utterances.], tot_loss[loss=0.08552, over 1466608.37 frames. utt_duration=1214 frames, utt_pad_proportion=0.06645, over 4839.18 utterances.], batch size: 19, lr: 3.73e-04
2022-11-23 21:04:21,941 INFO [train.py:818] (0/4) Epoch 15, batch 2900, loss[loss=0.06867, over 7458.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01057, over 17.00 utterances.], tot_loss[loss=0.0854, over 1465043.66 frames. utt_duration=1219 frames, utt_pad_proportion=0.06549, over 4811.89 utterances.], batch size: 17, lr: 3.73e-04
2022-11-23 21:04:58,647 INFO [train.py:818] (0/4) Epoch 15, batch 2950, loss[loss=0.1002, over 7466.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.004595, over 21.00 utterances.], tot_loss[loss=0.08465, over 1465487.29 frames. utt_duration=1214 frames, utt_pad_proportion=0.0677, over 4833.25 utterances.], batch size: 21, lr: 3.73e-04
2022-11-23 21:05:36,510 INFO [train.py:818] (0/4) Epoch 15, batch 3000, loss[loss=0.1323, over 7171.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.00887, over 22.00 utterances.], tot_loss[loss=0.08564, over 1465826.10 frames. utt_duration=1217 frames, utt_pad_proportion=0.06615, over 4822.79 utterances.], batch size: 22, lr: 3.73e-04
2022-11-23 21:05:36,511 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 21:05:56,651 INFO [train.py:847] (0/4) Epoch 15, validation: loss=0.05136, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 21:06:33,818 INFO [train.py:818] (0/4) Epoch 15, batch 3050, loss[loss=0.09001, over 7384.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006317, over 20.00 utterances.], tot_loss[loss=0.08514, over 1464791.50 frames. utt_duration=1223 frames, utt_pad_proportion=0.06791, over 4796.55 utterances.], batch size: 20, lr: 3.73e-04
2022-11-23 21:07:12,032 INFO [train.py:818] (0/4) Epoch 15, batch 3100, loss[loss=0.08295, over 7477.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.0207, over 26.00 utterances.], tot_loss[loss=0.08581, over 1464725.32 frames. utt_duration=1231 frames, utt_pad_proportion=0.06508, over 4766.07 utterances.], batch size: 26, lr: 3.73e-04
2022-11-23 21:07:47,830 INFO [train.py:818] (0/4) Epoch 15, batch 3150, loss[loss=0.08605, over 7471.00 frames. utt_duration=965.5 frames, utt_pad_proportion=0.0653, over 31.00 utterances.], tot_loss[loss=0.08729, over 1464407.30 frames. utt_duration=1231 frames, utt_pad_proportion=0.0673, over 4764.46 utterances.], batch size: 31, lr: 3.72e-04
2022-11-23 21:08:24,305 INFO [train.py:818] (0/4) Epoch 15, batch 3200, loss[loss=0.1287, over 7401.00 frames. utt_duration=412.7 frames, utt_pad_proportion=0.3531, over 72.00 utterances.], tot_loss[loss=0.08696, over 1464206.23 frames. utt_duration=1230 frames, utt_pad_proportion=0.06779, over 4767.36 utterances.], batch size: 72, lr: 3.72e-04
2022-11-23 21:09:01,152 INFO [train.py:818] (0/4) Epoch 15, batch 3250, loss[loss=0.07468, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005349, over 18.00 utterances.], tot_loss[loss=0.08672, over 1464149.83 frames. utt_duration=1257 frames, utt_pad_proportion=0.06112, over 4666.58 utterances.], batch size: 18, lr: 3.72e-04
2022-11-23 21:09:37,150 INFO [train.py:818] (0/4) Epoch 15, batch 3300, loss[loss=0.07279, over 7442.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.005672, over 18.00 utterances.], tot_loss[loss=0.08683, over 1465243.72 frames. utt_duration=1261 frames, utt_pad_proportion=0.06002, over 4653.60 utterances.], batch size: 18, lr: 3.72e-04
2022-11-23 21:10:14,364 INFO [train.py:818] (0/4) Epoch 15, batch 3350, loss[loss=0.08028, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006863, over 18.00 utterances.], tot_loss[loss=0.08523, over 1464645.80 frames. utt_duration=1286 frames, utt_pad_proportion=0.05165, over 4559.63 utterances.], batch size: 18, lr: 3.72e-04
2022-11-23 21:10:51,242 INFO [train.py:818] (0/4) Epoch 15, batch 3400, loss[loss=0.0889, over 7477.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01198, over 24.00 utterances.], tot_loss[loss=0.08459, over 1465679.96 frames. utt_duration=1307 frames, utt_pad_proportion=0.04368, over 4489.91 utterances.], batch size: 24, lr: 3.72e-04
2022-11-23 21:11:27,440 INFO [train.py:818] (0/4) Epoch 15, batch 3450, loss[loss=0.08062, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006514, over 19.00 utterances.], tot_loss[loss=0.08456, over 1465511.28 frames. utt_duration=1298 frames, utt_pad_proportion=0.04697, over 4520.07 utterances.], batch size: 19, lr: 3.72e-04
2022-11-23 21:11:53,886 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-128000.pt
2022-11-23 21:12:16,310 INFO [train.py:818] (0/4) Epoch 15, batch 3500, loss[loss=0.0539, over 7166.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.007509, over 17.00 utterances.], tot_loss[loss=0.08413, over 1466101.67 frames. utt_duration=1306 frames, utt_pad_proportion=0.04662, over 4494.14 utterances.], batch size: 17, lr: 3.72e-04
2022-11-23 21:12:52,348 INFO [train.py:818] (0/4) Epoch 15, batch 3550, loss[loss=0.1058, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.006197, over 17.00 utterances.], tot_loss[loss=0.08401, over 1465841.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04608, over 4501.52 utterances.], batch size: 17, lr: 3.72e-04
2022-11-23 21:13:27,489 INFO [train.py:818] (0/4) Epoch 15, batch 3600, loss[loss=0.07613, over 7286.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005859, over 21.00 utterances.], tot_loss[loss=0.08444, over 1465077.58 frames. utt_duration=1305 frames, utt_pad_proportion=0.04469, over 4494.65 utterances.], batch size: 21, lr: 3.72e-04
2022-11-23 21:14:05,433 INFO [train.py:818] (0/4) Epoch 15, batch 3650, loss[loss=0.08876, over 7337.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.01001, over 23.00 utterances.], tot_loss[loss=0.08417, over 1464573.16 frames. utt_duration=1301 frames, utt_pad_proportion=0.04344, over 4509.28 utterances.], batch size: 23, lr: 3.72e-04
2022-11-23 21:14:41,348 INFO [train.py:818] (0/4) Epoch 15, batch 3700, loss[loss=0.05815, over 7445.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01164, over 17.00 utterances.], tot_loss[loss=0.08568, over 1465894.96 frames. utt_duration=1270 frames, utt_pad_proportion=0.05278, over 4621.35 utterances.], batch size: 17, lr: 3.72e-04
2022-11-23 21:15:17,534 INFO [train.py:818] (0/4) Epoch 15, batch 3750, loss[loss=0.09506, over 7483.00 frames. utt_duration=1071 frames, utt_pad_proportion=0.04048, over 28.00 utterances.], tot_loss[loss=0.08473, over 1464690.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.04789, over 4576.60 utterances.], batch size: 28, lr: 3.72e-04
2022-11-23 21:15:54,019 INFO [train.py:818] (0/4) Epoch 15, batch 3800, loss[loss=0.06685, over 7116.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.00468, over 19.00 utterances.], tot_loss[loss=0.08403, over 1463997.07 frames. utt_duration=1307 frames, utt_pad_proportion=0.04124, over 4486.36 utterances.], batch size: 19, lr: 3.72e-04
2022-11-23 21:16:29,506 INFO [train.py:818] (0/4) Epoch 15, batch 3850, loss[loss=0.07073, over 7425.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.006514, over 18.00 utterances.], tot_loss[loss=0.08482, over 1465480.12 frames. utt_duration=1286 frames, utt_pad_proportion=0.04637, over 4563.47 utterances.], batch size: 18, lr: 3.71e-04
2022-11-23 21:17:06,651 INFO [train.py:818] (0/4) Epoch 15, batch 3900, loss[loss=0.08711, over 7476.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.006604, over 19.00 utterances.], tot_loss[loss=0.08406, over 1464923.90 frames. utt_duration=1302 frames, utt_pad_proportion=0.0435, over 4505.08 utterances.], batch size: 19, lr: 3.71e-04
2022-11-23 21:17:43,576 INFO [train.py:818] (0/4) Epoch 15, batch 3950, loss[loss=0.05992, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005975, over 19.00 utterances.], tot_loss[loss=0.08473, over 1464104.54 frames. utt_duration=1274 frames, utt_pad_proportion=0.05046, over 4603.86 utterances.], batch size: 19, lr: 3.71e-04
2022-11-23 21:18:19,168 INFO [train.py:818] (0/4) Epoch 15, batch 4000, loss[loss=0.09807, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005609, over 19.00 utterances.], tot_loss[loss=0.08457, over 1464746.56 frames. utt_duration=1261 frames, utt_pad_proportion=0.05501, over 4652.46 utterances.], batch size: 19, lr: 3.71e-04
2022-11-23 21:18:57,009 INFO [train.py:818] (0/4) Epoch 15, batch 4050, loss[loss=0.09522, over 7209.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.00383, over 20.00 utterances.], tot_loss[loss=0.08593, over 1465276.94 frames. utt_duration=1238 frames, utt_pad_proportion=0.06001, over 4738.62 utterances.], batch size: 20, lr: 3.71e-04
2022-11-23 21:19:34,901 INFO [train.py:818] (0/4) Epoch 15, batch 4100, loss[loss=0.1264, over 7428.00 frames. utt_duration=392.3 frames, utt_pad_proportion=0.3879, over 76.00 utterances.], tot_loss[loss=0.08645, over 1466476.61 frames. utt_duration=1248 frames, utt_pad_proportion=0.05865, over 4704.51 utterances.], batch size: 76, lr: 3.71e-04
2022-11-23 21:20:10,702 INFO [train.py:818] (0/4) Epoch 15, batch 4150, loss[loss=0.08972, over 7461.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.00945, over 17.00 utterances.], tot_loss[loss=0.08704, over 1467640.67 frames. utt_duration=1257 frames, utt_pad_proportion=0.05602, over 4674.83 utterances.], batch size: 17, lr: 3.71e-04
2022-11-23 21:20:47,509 INFO [train.py:818] (0/4) Epoch 15, batch 4200, loss[loss=0.09859, over 7454.00 frames. utt_duration=446.7 frames, utt_pad_proportion=0.3042, over 67.00 utterances.], tot_loss[loss=0.08851, over 1467512.76 frames. utt_duration=1246 frames, utt_pad_proportion=0.05763, over 4717.99 utterances.], batch size: 67, lr: 3.71e-04
2022-11-23 21:21:24,823 INFO [train.py:818] (0/4) Epoch 15, batch 4250, loss[loss=0.122, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005674, over 20.00 utterances.], tot_loss[loss=0.09059, over 1467627.38 frames. utt_duration=1238 frames, utt_pad_proportion=0.05662, over 4749.04 utterances.], batch size: 20, lr: 3.71e-04
2022-11-23 21:22:00,732 INFO [train.py:818] (0/4) Epoch 15, batch 4300, loss[loss=0.1003, over 7165.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008606, over 17.00 utterances.], tot_loss[loss=0.09216, over 1466613.84 frames. utt_duration=1263 frames, utt_pad_proportion=0.05286, over 4650.61 utterances.], batch size: 17, lr: 3.71e-04
2022-11-23 21:22:37,518 INFO [train.py:818] (0/4) Epoch 15, batch 4350, loss[loss=0.07326, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.00625, over 18.00 utterances.], tot_loss[loss=0.09485, over 1465675.29 frames. utt_duration=1234 frames, utt_pad_proportion=0.06386, over 4754.87 utterances.], batch size: 18, lr: 3.71e-04
2022-11-23 21:23:15,771 INFO [train.py:818] (0/4) Epoch 15, batch 4400, loss[loss=0.08943, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005644, over 20.00 utterances.], tot_loss[loss=0.09911, over 1465898.22 frames. utt_duration=1217 frames, utt_pad_proportion=0.06635, over 4822.85 utterances.], batch size: 20, lr: 3.71e-04
2022-11-23 21:23:53,054 INFO [train.py:818] (0/4) Epoch 15, batch 4450, loss[loss=0.08309, over 7151.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01003, over 17.00 utterances.], tot_loss[loss=0.1009, over 1465878.61 frames. utt_duration=1182 frames, utt_pad_proportion=0.0807, over 4965.60 utterances.], batch size: 17, lr: 3.71e-04
2022-11-23 21:24:30,877 INFO [train.py:818] (0/4) Epoch 15, batch 4500, loss[loss=0.1013, over 7104.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005073, over 18.00 utterances.], tot_loss[loss=0.1014, over 1464521.47 frames. utt_duration=1193 frames, utt_pad_proportion=0.08107, over 4915.50 utterances.], batch size: 18, lr: 3.71e-04
2022-11-23 21:25:08,293 INFO [train.py:818] (0/4) Epoch 15, batch 4550, loss[loss=0.1278, over 7420.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.004756, over 22.00 utterances.], tot_loss[loss=0.1016, over 1464224.58 frames. utt_duration=1227 frames, utt_pad_proportion=0.07154, over 4778.69 utterances.], batch size: 22, lr: 3.70e-04
2022-11-23 21:25:44,873 INFO [train.py:818] (0/4) Epoch 15, batch 4600, loss[loss=0.1124, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01053, over 23.00 utterances.], tot_loss[loss=0.1036, over 1464313.92 frames. utt_duration=1242 frames, utt_pad_proportion=0.06535, over 4721.57 utterances.], batch size: 23, lr: 3.70e-04
2022-11-23 21:26:22,653 INFO [train.py:818] (0/4) Epoch 15, batch 4650, loss[loss=0.0866, over 7268.00 frames. utt_duration=970.4 frames, utt_pad_proportion=0.05692, over 30.00 utterances.], tot_loss[loss=0.1046, over 1464323.83 frames. utt_duration=1227 frames, utt_pad_proportion=0.06903, over 4778.91 utterances.], batch size: 30, lr: 3.70e-04
2022-11-23 21:26:57,753 INFO [train.py:818] (0/4) Epoch 15, batch 4700, loss[loss=0.07998, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006267, over 21.00 utterances.], tot_loss[loss=0.1037, over 1464244.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.06679, over 4709.55 utterances.], batch size: 21, lr: 3.70e-04
2022-11-23 21:27:34,669 INFO [train.py:818] (0/4) Epoch 15, batch 4750, loss[loss=0.1017, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005277, over 19.00 utterances.], tot_loss[loss=0.1044, over 1465907.09 frames. utt_duration=1223 frames, utt_pad_proportion=0.07426, over 4800.82 utterances.], batch size: 19, lr: 3.70e-04
2022-11-23 21:28:12,721 INFO [train.py:818] (0/4) Epoch 15, batch 4800, loss[loss=0.08485, over 7467.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.008195, over 17.00 utterances.], tot_loss[loss=0.1048, over 1466228.40 frames. utt_duration=1240 frames, utt_pad_proportion=0.06736, over 4733.92 utterances.], batch size: 17, lr: 3.70e-04
2022-11-23 21:28:48,295 INFO [train.py:818] (0/4) Epoch 15, batch 4850, loss[loss=0.1297, over 7357.00 frames. utt_duration=756.2 frames, utt_pad_proportion=0.1407, over 39.00 utterances.], tot_loss[loss=0.1042, over 1465253.23 frames. utt_duration=1249 frames, utt_pad_proportion=0.06289, over 4696.45 utterances.], batch size: 39, lr: 3.70e-04
2022-11-23 21:29:25,470 INFO [train.py:818] (0/4) Epoch 15, batch 4900, loss[loss=0.08698, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007694, over 18.00 utterances.], tot_loss[loss=0.1056, over 1465797.19 frames. utt_duration=1237 frames, utt_pad_proportion=0.06519, over 4746.61 utterances.], batch size: 18, lr: 3.70e-04
2022-11-23 21:30:02,530 INFO [train.py:818] (0/4) Epoch 15, batch 4950, loss[loss=0.1304, over 7296.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007774, over 22.00 utterances.], tot_loss[loss=0.1051, over 1465614.83 frames. utt_duration=1259 frames, utt_pad_proportion=0.05662, over 4661.46 utterances.], batch size: 22, lr: 3.70e-04
2022-11-23 21:30:38,829 INFO [train.py:818] (0/4) Epoch 15, batch 5000, loss[loss=0.0754, over 7395.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005975, over 19.00 utterances.], tot_loss[loss=0.1051, over 1465536.84 frames. utt_duration=1241 frames, utt_pad_proportion=0.06293, over 4729.48 utterances.], batch size: 19, lr: 3.70e-04
2022-11-23 21:31:15,301 INFO [train.py:818] (0/4) Epoch 15, batch 5050, loss[loss=0.08216, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.008569, over 17.00 utterances.], tot_loss[loss=0.1056, over 1467005.33 frames. utt_duration=1239 frames, utt_pad_proportion=0.06271, over 4741.76 utterances.], batch size: 17, lr: 3.70e-04
2022-11-23 21:31:54,811 INFO [train.py:818] (0/4) Epoch 15, batch 5100, loss[loss=0.1263, over 7342.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02952, over 27.00 utterances.], tot_loss[loss=0.1083, over 1466517.08 frames. utt_duration=1206 frames, utt_pad_proportion=0.07105, over 4868.49 utterances.], batch size: 27, lr: 3.70e-04
2022-11-23 21:32:31,373 INFO [train.py:818] (0/4) Epoch 15, batch 5150, loss[loss=0.0999, over 7350.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02879, over 27.00 utterances.], tot_loss[loss=0.1095, over 1466905.12 frames. utt_duration=1196 frames, utt_pad_proportion=0.07148, over 4911.40 utterances.], batch size: 27, lr: 3.70e-04
2022-11-23 21:33:10,094 INFO [train.py:818] (0/4) Epoch 15, batch 5200, loss[loss=0.108, over 7292.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005722, over 21.00 utterances.], tot_loss[loss=0.1096, over 1466022.42 frames. utt_duration=1217 frames, utt_pad_proportion=0.06407, over 4823.75 utterances.], batch size: 21, lr: 3.70e-04
2022-11-23 21:33:45,508 INFO [train.py:818] (0/4) Epoch 15, batch 5250, loss[loss=0.09064, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009194, over 23.00 utterances.], tot_loss[loss=0.1089, over 1465101.84 frames. utt_duration=1240 frames, utt_pad_proportion=0.05603, over 4730.35 utterances.], batch size: 23, lr: 3.69e-04
2022-11-23 21:34:23,228 INFO [train.py:818] (0/4) Epoch 15, batch 5300, loss[loss=0.09008, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007066, over 22.00 utterances.], tot_loss[loss=0.1081, over 1464966.54 frames. utt_duration=1250 frames, utt_pad_proportion=0.05412, over 4695.29 utterances.], batch size: 22, lr: 3.69e-04
2022-11-23 21:35:01,371 INFO [train.py:818] (0/4) Epoch 15, batch 5350, loss[loss=0.1378, over 7102.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005388, over 18.00 utterances.], tot_loss[loss=0.1073, over 1465225.54 frames. utt_duration=1241 frames, utt_pad_proportion=0.05931, over 4727.77 utterances.], batch size: 18, lr: 3.69e-04
2022-11-23 21:35:37,206 INFO [train.py:818] (0/4) Epoch 15, batch 5400, loss[loss=0.08285, over 7171.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009898, over 22.00 utterances.], tot_loss[loss=0.1063, over 1464942.80 frames. utt_duration=1225 frames, utt_pad_proportion=0.06365, over 4788.31 utterances.], batch size: 22, lr: 3.69e-04
2022-11-23 21:36:14,928 INFO [train.py:818] (0/4) Epoch 15, batch 5450, loss[loss=0.08345, over 7313.00 frames. utt_duration=1830 frames, utt_pad_proportion=0.06537, over 16.00 utterances.], tot_loss[loss=0.1054, over 1464179.27 frames. utt_duration=1220 frames, utt_pad_proportion=0.07041, over 4805.51 utterances.], batch size: 16, lr: 3.69e-04
2022-11-23 21:36:52,524 INFO [train.py:818] (0/4) Epoch 15, batch 5500, loss[loss=0.1011, over 7279.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03489, over 27.00 utterances.], tot_loss[loss=0.1062, over 1464819.65 frames. utt_duration=1218 frames, utt_pad_proportion=0.06928, over 4818.39 utterances.], batch size: 27, lr: 3.69e-04
2022-11-23 21:37:28,095 INFO [train.py:818] (0/4) Epoch 15, batch 5550, loss[loss=0.07781, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005454, over 18.00 utterances.], tot_loss[loss=0.1072, over 1464962.96 frames. utt_duration=1219 frames, utt_pad_proportion=0.06954, over 4814.80 utterances.], batch size: 18, lr: 3.69e-04
2022-11-23 21:38:05,122 INFO [train.py:818] (0/4) Epoch 15, batch 5600, loss[loss=0.1071, over 7446.00 frames. utt_duration=765.2 frames, utt_pad_proportion=0.1264, over 39.00 utterances.], tot_loss[loss=0.106, over 1463994.75 frames. utt_duration=1246 frames, utt_pad_proportion=0.05987, over 4706.75 utterances.], batch size: 39, lr: 3.69e-04
2022-11-23 21:38:42,250 INFO [train.py:818] (0/4) Epoch 15, batch 5650, loss[loss=0.09536, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.005901, over 18.00 utterances.], tot_loss[loss=0.1058, over 1464427.13 frames. utt_duration=1237 frames, utt_pad_proportion=0.06224, over 4742.38 utterances.], batch size: 18, lr: 3.69e-04
2022-11-23 21:39:19,108 INFO [train.py:818] (0/4) Epoch 15, batch 5700, loss[loss=0.1321, over 7340.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01007, over 23.00 utterances.], tot_loss[loss=0.1051, over 1465764.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.0586, over 4715.56 utterances.], batch size: 23, lr: 3.69e-04
2022-11-23 21:39:55,713 INFO [train.py:818] (0/4) Epoch 15, batch 5750, loss[loss=0.09233, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006143, over 19.00 utterances.], tot_loss[loss=0.1045, over 1466510.52 frames. utt_duration=1259 frames, utt_pad_proportion=0.05326, over 4664.80 utterances.], batch size: 19, lr: 3.69e-04
2022-11-23 21:40:33,044 INFO [train.py:818] (0/4) Epoch 15, batch 5800, loss[loss=0.09177, over 7192.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.007036, over 19.00 utterances.], tot_loss[loss=0.1049, over 1467193.57 frames. utt_duration=1215 frames, utt_pad_proportion=0.06838, over 4836.72 utterances.], batch size: 19, lr: 3.69e-04
2022-11-23 21:41:10,142 INFO [train.py:818] (0/4) Epoch 15, batch 5850, loss[loss=0.1131, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006154, over 22.00 utterances.], tot_loss[loss=0.1043, over 1466769.87 frames. utt_duration=1234 frames, utt_pad_proportion=0.06253, over 4762.13 utterances.], batch size: 22, lr: 3.69e-04
2022-11-23 21:41:48,263 INFO [train.py:818] (0/4) Epoch 15, batch 5900, loss[loss=0.09345, over 7454.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01501, over 24.00 utterances.], tot_loss[loss=0.1035, over 1466713.01 frames. utt_duration=1260 frames, utt_pad_proportion=0.0537, over 4661.19 utterances.], batch size: 24, lr: 3.69e-04
2022-11-23 21:42:24,526 INFO [train.py:818] (0/4) Epoch 15, batch 5950, loss[loss=0.1193, over 7305.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03509, over 27.00 utterances.], tot_loss[loss=0.1039, over 1466336.12 frames. utt_duration=1246 frames, utt_pad_proportion=0.05685, over 4714.49 utterances.], batch size: 27, lr: 3.68e-04
2022-11-23 21:43:01,054 INFO [train.py:818] (0/4) Epoch 15, batch 6000, loss[loss=0.1109, over 7302.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01036, over 17.00 utterances.], tot_loss[loss=0.1035, over 1466111.28 frames. utt_duration=1239 frames, utt_pad_proportion=0.06178, over 4740.10 utterances.], batch size: 17, lr: 3.68e-04
2022-11-23 21:43:01,056 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 21:43:21,131 INFO [train.py:847] (0/4) Epoch 15, validation: loss=0.04764, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 21:43:58,523 INFO [train.py:818] (0/4) Epoch 15, batch 6050, loss[loss=0.1109, over 7183.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006255, over 21.00 utterances.], tot_loss[loss=0.1045, over 1465808.79 frames. utt_duration=1215 frames, utt_pad_proportion=0.06804, over 4831.15 utterances.], batch size: 21, lr: 3.68e-04
2022-11-23 21:44:35,244 INFO [train.py:818] (0/4) Epoch 15, batch 6100, loss[loss=0.1344, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01054, over 17.00 utterances.], tot_loss[loss=0.1041, over 1465721.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.06067, over 4741.03 utterances.], batch size: 17, lr: 3.68e-04
2022-11-23 21:45:12,704 INFO [train.py:818] (0/4) Epoch 15, batch 6150, loss[loss=0.0757, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006, over 18.00 utterances.], tot_loss[loss=0.1031, over 1465843.66 frames. utt_duration=1227 frames, utt_pad_proportion=0.06459, over 4784.63 utterances.], batch size: 18, lr: 3.68e-04
2022-11-23 21:45:48,975 INFO [train.py:818] (0/4) Epoch 15, batch 6200, loss[loss=0.1258, over 7323.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03262, over 27.00 utterances.], tot_loss[loss=0.1031, over 1466187.19 frames. utt_duration=1233 frames, utt_pad_proportion=0.06128, over 4763.65 utterances.], batch size: 27, lr: 3.68e-04
2022-11-23 21:46:25,792 INFO [train.py:818] (0/4) Epoch 15, batch 6250, loss[loss=0.05904, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.00943, over 17.00 utterances.], tot_loss[loss=0.1036, over 1465859.64 frames. utt_duration=1228 frames, utt_pad_proportion=0.06203, over 4781.37 utterances.], batch size: 17, lr: 3.68e-04
2022-11-23 21:47:03,808 INFO [train.py:818] (0/4) Epoch 15, batch 6300, loss[loss=0.1449, over 7348.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02728, over 27.00 utterances.], tot_loss[loss=0.1042, over 1466201.76 frames. utt_duration=1192 frames, utt_pad_proportion=0.07229, over 4927.04 utterances.], batch size: 27, lr: 3.68e-04
2022-11-23 21:47:40,349 INFO [train.py:818] (0/4) Epoch 15, batch 6350, loss[loss=0.171, over 7387.00 frames. utt_duration=954.6 frames, utt_pad_proportion=0.07675, over 31.00 utterances.], tot_loss[loss=0.1038, over 1465456.65 frames. utt_duration=1202 frames, utt_pad_proportion=0.07063, over 4882.10 utterances.], batch size: 31, lr: 3.68e-04
2022-11-23 21:48:19,100 INFO [train.py:818] (0/4) Epoch 15, batch 6400, loss[loss=0.08328, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005888, over 20.00 utterances.], tot_loss[loss=0.1046, over 1465666.13 frames. utt_duration=1226 frames, utt_pad_proportion=0.06171, over 4787.01 utterances.], batch size: 20, lr: 3.68e-04
2022-11-23 21:48:56,052 INFO [train.py:818] (0/4) Epoch 15, batch 6450, loss[loss=0.08392, over 7462.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.007178, over 17.00 utterances.], tot_loss[loss=0.1041, over 1466589.74 frames. utt_duration=1219 frames, utt_pad_proportion=0.06474, over 4817.98 utterances.], batch size: 17, lr: 3.68e-04
2022-11-23 21:49:32,592 INFO [train.py:818] (0/4) Epoch 15, batch 6500, loss[loss=0.142, over 7442.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.0163, over 24.00 utterances.], tot_loss[loss=0.103, over 1466364.74 frames. utt_duration=1247 frames, utt_pad_proportion=0.05896, over 4708.46 utterances.], batch size: 24, lr: 3.68e-04
2022-11-23 21:50:11,511 INFO [train.py:818] (0/4) Epoch 15, batch 6550, loss[loss=0.1137, over 7382.00 frames. utt_duration=954 frames, utt_pad_proportion=0.07829, over 31.00 utterances.], tot_loss[loss=0.1032, over 1465294.10 frames. utt_duration=1253 frames, utt_pad_proportion=0.05598, over 4682.00 utterances.], batch size: 31, lr: 3.68e-04
2022-11-23 21:50:48,398 INFO [train.py:818] (0/4) Epoch 15, batch 6600, loss[loss=0.08132, over 7194.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007685, over 18.00 utterances.], tot_loss[loss=0.1031, over 1465329.46 frames. utt_duration=1245 frames, utt_pad_proportion=0.05914, over 4712.96 utterances.], batch size: 18, lr: 3.68e-04
2022-11-23 21:51:25,229 INFO [train.py:818] (0/4) Epoch 15, batch 6650, loss[loss=0.08635, over 7291.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.00943, over 22.00 utterances.], tot_loss[loss=0.1035, over 1464471.03 frames. utt_duration=1253 frames, utt_pad_proportion=0.05518, over 4681.73 utterances.], batch size: 22, lr: 3.67e-04
2022-11-23 21:52:02,819 INFO [train.py:818] (0/4) Epoch 15, batch 6700, loss[loss=0.1176, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005851, over 20.00 utterances.], tot_loss[loss=0.1037, over 1464371.39 frames. utt_duration=1247 frames, utt_pad_proportion=0.05376, over 4701.20 utterances.], batch size: 20, lr: 3.67e-04
2022-11-23 21:52:38,793 INFO [train.py:818] (0/4) Epoch 15, batch 6750, loss[loss=0.08779, over 7316.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03248, over 27.00 utterances.], tot_loss[loss=0.1034, over 1463411.34 frames. utt_duration=1242 frames, utt_pad_proportion=0.05675, over 4719.45 utterances.], batch size: 27, lr: 3.67e-04
2022-11-23 21:53:17,804 INFO [train.py:818] (0/4) Epoch 15, batch 6800, loss[loss=0.0998, over 7243.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.0344, over 16.00 utterances.], tot_loss[loss=0.1021, over 1463685.29 frames. utt_duration=1256 frames, utt_pad_proportion=0.05455, over 4665.61 utterances.], batch size: 16, lr: 3.67e-04
2022-11-23 21:53:55,564 INFO [train.py:818] (0/4) Epoch 15, batch 6850, loss[loss=0.1379, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006143, over 19.00 utterances.], tot_loss[loss=0.103, over 1464385.80 frames. utt_duration=1248 frames, utt_pad_proportion=0.05318, over 4699.30 utterances.], batch size: 19, lr: 3.67e-04
2022-11-23 21:54:31,973 INFO [train.py:818] (0/4) Epoch 15, batch 6900, loss[loss=0.1095, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006728, over 22.00 utterances.], tot_loss[loss=0.1047, over 1465055.48 frames. utt_duration=1228 frames, utt_pad_proportion=0.06059, over 4778.87 utterances.], batch size: 22, lr: 3.67e-04
2022-11-23 21:55:10,046 INFO [train.py:818] (0/4) Epoch 15, batch 6950, loss[loss=0.09669, over 7172.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009415, over 22.00 utterances.], tot_loss[loss=0.1038, over 1465680.27 frames. utt_duration=1226 frames, utt_pad_proportion=0.06009, over 4786.36 utterances.], batch size: 22, lr: 3.67e-04
2022-11-23 21:55:46,403 INFO [train.py:818] (0/4) Epoch 15, batch 7000, loss[loss=0.0894, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.004892, over 21.00 utterances.], tot_loss[loss=0.1037, over 1466071.62 frames. utt_duration=1215 frames, utt_pad_proportion=0.06309, over 4833.70 utterances.], batch size: 21, lr: 3.67e-04
2022-11-23 21:56:23,988 INFO [train.py:818] (0/4) Epoch 15, batch 7050, loss[loss=0.1388, over 7180.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008484, over 22.00 utterances.], tot_loss[loss=0.1037, over 1465469.98 frames. utt_duration=1203 frames, utt_pad_proportion=0.06996, over 4878.73 utterances.], batch size: 22, lr: 3.67e-04
2022-11-23 21:57:02,084 INFO [train.py:818] (0/4) Epoch 15, batch 7100, loss[loss=0.1267, over 7354.00 frames. utt_duration=447 frames, utt_pad_proportion=0.2972, over 66.00 utterances.], tot_loss[loss=0.1049, over 1466331.53 frames. utt_duration=1176 frames, utt_pad_proportion=0.07729, over 4993.45 utterances.], batch size: 66, lr: 3.67e-04
2022-11-23 21:57:38,024 INFO [train.py:818] (0/4) Epoch 15, batch 7150, loss[loss=0.1357, over 7381.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005851, over 21.00 utterances.], tot_loss[loss=0.1056, over 1465204.47 frames. utt_duration=1187 frames, utt_pad_proportion=0.07673, over 4942.13 utterances.], batch size: 21, lr: 3.67e-04
2022-11-23 21:58:15,553 INFO [train.py:818] (0/4) Epoch 15, batch 7200, loss[loss=0.06554, over 7305.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004053, over 20.00 utterances.], tot_loss[loss=0.1053, over 1463907.39 frames. utt_duration=1199 frames, utt_pad_proportion=0.07487, over 4889.23 utterances.], batch size: 20, lr: 3.67e-04
2022-11-23 21:58:54,052 INFO [train.py:818] (0/4) Epoch 15, batch 7250, loss[loss=0.07626, over 7189.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.006182, over 19.00 utterances.], tot_loss[loss=0.1047, over 1463613.82 frames. utt_duration=1188 frames, utt_pad_proportion=0.07768, over 4934.26 utterances.], batch size: 19, lr: 3.67e-04
2022-11-23 21:59:29,933 INFO [train.py:818] (0/4) Epoch 15, batch 7300, loss[loss=0.09677, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007768, over 22.00 utterances.], tot_loss[loss=0.1039, over 1465030.57 frames. utt_duration=1201 frames, utt_pad_proportion=0.06867, over 4884.17 utterances.], batch size: 22, lr: 3.67e-04
2022-11-23 22:00:07,739 INFO [train.py:818] (0/4) Epoch 15, batch 7350, loss[loss=0.08092, over 7272.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.008107, over 21.00 utterances.], tot_loss[loss=0.1026, over 1466024.25 frames. utt_duration=1221 frames, utt_pad_proportion=0.06293, over 4808.80 utterances.], batch size: 21, lr: 3.67e-04
2022-11-23 22:00:46,047 INFO [train.py:818] (0/4) Epoch 15, batch 7400, loss[loss=0.1305, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009208, over 22.00 utterances.], tot_loss[loss=0.1036, over 1466688.71 frames. utt_duration=1197 frames, utt_pad_proportion=0.0694, over 4906.03 utterances.], batch size: 22, lr: 3.66e-04
2022-11-23 22:01:22,822 INFO [train.py:818] (0/4) Epoch 15, batch 7450, loss[loss=0.05911, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.004844, over 21.00 utterances.], tot_loss[loss=0.1031, over 1466327.52 frames. utt_duration=1208 frames, utt_pad_proportion=0.0678, over 4862.89 utterances.], batch size: 21, lr: 3.66e-04
2022-11-23 22:02:03,029 INFO [train.py:818] (0/4) Epoch 15, batch 7500, loss[loss=0.07453, over 7314.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.004994, over 22.00 utterances.], tot_loss[loss=0.1037, over 1466476.49 frames. utt_duration=1194 frames, utt_pad_proportion=0.07229, over 4918.98 utterances.], batch size: 22, lr: 3.66e-04
2022-11-23 22:02:40,031 INFO [train.py:818] (0/4) Epoch 15, batch 7550, loss[loss=0.1648, over 7461.00 frames. utt_duration=416.1 frames, utt_pad_proportion=0.3478, over 72.00 utterances.], tot_loss[loss=0.1055, over 1467666.04 frames. utt_duration=1174 frames, utt_pad_proportion=0.07831, over 5008.87 utterances.], batch size: 72, lr: 3.66e-04
2022-11-23 22:03:17,974 INFO [train.py:818] (0/4) Epoch 15, batch 7600, loss[loss=0.09842, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005375, over 19.00 utterances.], tot_loss[loss=0.1042, over 1467452.57 frames. utt_duration=1201 frames, utt_pad_proportion=0.07244, over 4893.64 utterances.], batch size: 19, lr: 3.66e-04
2022-11-23 22:03:55,416 INFO [train.py:818] (0/4) Epoch 15, batch 7650, loss[loss=0.1095, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008534, over 17.00 utterances.], tot_loss[loss=0.103, over 1466315.78 frames. utt_duration=1229 frames, utt_pad_proportion=0.06675, over 4776.88 utterances.], batch size: 17, lr: 3.66e-04
2022-11-23 22:04:31,813 INFO [train.py:818] (0/4) Epoch 15, batch 7700, loss[loss=0.09911, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00592, over 19.00 utterances.], tot_loss[loss=0.104, over 1465553.16 frames. utt_duration=1216 frames, utt_pad_proportion=0.06793, over 4826.39 utterances.], batch size: 19, lr: 3.66e-04
2022-11-23 22:05:09,820 INFO [train.py:818] (0/4) Epoch 15, batch 7750, loss[loss=0.1165, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006729, over 18.00 utterances.], tot_loss[loss=0.1049, over 1466009.21 frames. utt_duration=1197 frames, utt_pad_proportion=0.07218, over 4903.40 utterances.], batch size: 18, lr: 3.66e-04
2022-11-23 22:05:47,645 INFO [train.py:818] (0/4) Epoch 15, batch 7800, loss[loss=0.09926, over 7239.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.04744, over 16.00 utterances.], tot_loss[loss=0.1053, over 1466192.81 frames. utt_duration=1240 frames, utt_pad_proportion=0.06105, over 4734.12 utterances.], batch size: 16, lr: 3.66e-04
2022-11-23 22:06:24,839 INFO [train.py:818] (0/4) Epoch 15, batch 7850, loss[loss=0.1019, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005516, over 21.00 utterances.], tot_loss[loss=0.1049, over 1465679.36 frames. utt_duration=1211 frames, utt_pad_proportion=0.0693, over 4845.58 utterances.], batch size: 21, lr: 3.66e-04
2022-11-23 22:07:03,497 INFO [train.py:818] (0/4) Epoch 15, batch 7900, loss[loss=0.07974, over 7253.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.03152, over 16.00 utterances.], tot_loss[loss=0.1054, over 1465503.01 frames. utt_duration=1195 frames, utt_pad_proportion=0.0755, over 4912.15 utterances.], batch size: 16, lr: 3.66e-04
2022-11-23 22:07:39,891 INFO [train.py:818] (0/4) Epoch 15, batch 7950, loss[loss=0.1115, over 7347.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009793, over 23.00 utterances.], tot_loss[loss=0.105, over 1465218.54 frames. utt_duration=1196 frames, utt_pad_proportion=0.07398, over 4906.07 utterances.], batch size: 23, lr: 3.66e-04
2022-11-23 22:08:17,624 INFO [train.py:818] (0/4) Epoch 15, batch 8000, loss[loss=0.1009, over 7298.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.03705, over 16.00 utterances.], tot_loss[loss=0.1044, over 1465966.10 frames. utt_duration=1187 frames, utt_pad_proportion=0.07475, over 4944.93 utterances.], batch size: 16, lr: 3.66e-04
2022-11-23 22:08:55,754 INFO [train.py:818] (0/4) Epoch 15, batch 8050, loss[loss=0.1156, over 7428.00 frames. utt_duration=408.4 frames, utt_pad_proportion=0.3528, over 73.00 utterances.], tot_loss[loss=0.1037, over 1466364.42 frames. utt_duration=1173 frames, utt_pad_proportion=0.07862, over 5004.97 utterances.], batch size: 73, lr: 3.66e-04
2022-11-23 22:09:32,610 INFO [train.py:818] (0/4) Epoch 15, batch 8100, loss[loss=0.2014, over 7409.00 frames. utt_duration=381.3 frames, utt_pad_proportion=0.3928, over 78.00 utterances.], tot_loss[loss=0.1047, over 1465720.04 frames. utt_duration=1160 frames, utt_pad_proportion=0.08498, over 5059.12 utterances.], batch size: 78, lr: 3.65e-04
2022-11-23 22:10:09,574 INFO [train.py:818] (0/4) Epoch 15, batch 8150, loss[loss=0.09644, over 7231.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01574, over 24.00 utterances.], tot_loss[loss=0.1028, over 1465074.98 frames. utt_duration=1191 frames, utt_pad_proportion=0.07324, over 4928.39 utterances.], batch size: 24, lr: 3.65e-04
2022-11-23 22:10:47,730 INFO [train.py:818] (0/4) Epoch 15, batch 8200, loss[loss=0.06738, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006358, over 21.00 utterances.], tot_loss[loss=0.1026, over 1465590.43 frames. utt_duration=1177 frames, utt_pad_proportion=0.07638, over 4988.33 utterances.], batch size: 21, lr: 3.65e-04
2022-11-23 22:11:23,566 INFO [train.py:818] (0/4) Epoch 15, batch 8250, loss[loss=0.1515, over 7230.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.0152, over 24.00 utterances.], tot_loss[loss=0.1023, over 1465203.18 frames. utt_duration=1186 frames, utt_pad_proportion=0.07462, over 4945.95 utterances.], batch size: 24, lr: 3.65e-04
2022-11-23 22:12:01,769 INFO [train.py:818] (0/4) Epoch 15, batch 8300, loss[loss=0.08021, over 7494.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006326, over 19.00 utterances.], tot_loss[loss=0.1021, over 1466222.25 frames. utt_duration=1204 frames, utt_pad_proportion=0.07056, over 4878.07 utterances.], batch size: 19, lr: 3.65e-04
2022-11-23 22:12:38,238 INFO [train.py:818] (0/4) Epoch 15, batch 8350, loss[loss=0.1036, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.00655, over 19.00 utterances.], tot_loss[loss=0.1014, over 1465693.69 frames. utt_duration=1210 frames, utt_pad_proportion=0.071, over 4851.19 utterances.], batch size: 19, lr: 3.65e-04
2022-11-23 22:13:16,133 INFO [train.py:818] (0/4) Epoch 15, batch 8400, loss[loss=0.1037, over 7463.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02614, over 26.00 utterances.], tot_loss[loss=0.101, over 1467098.47 frames. utt_duration=1210 frames, utt_pad_proportion=0.0667, over 4857.84 utterances.], batch size: 26, lr: 3.65e-04
2022-11-23 22:13:53,216 INFO [train.py:818] (0/4) Epoch 15, batch 8450, loss[loss=0.07076, over 7435.00 frames. utt_duration=1354 frames, utt_pad_proportion=0.003213, over 22.00 utterances.], tot_loss[loss=0.1001, over 1466507.82 frames. utt_duration=1213 frames, utt_pad_proportion=0.06933, over 4842.25 utterances.], batch size: 22, lr: 3.65e-04
2022-11-23 22:14:30,296 INFO [train.py:818] (0/4) Epoch 15, batch 8500, loss[loss=0.08356, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006229, over 20.00 utterances.], tot_loss[loss=0.1006, over 1466105.91 frames. utt_duration=1216 frames, utt_pad_proportion=0.06602, over 4829.21 utterances.], batch size: 20, lr: 3.65e-04
2022-11-23 22:15:08,175 INFO [train.py:818] (0/4) Epoch 15, batch 8550, loss[loss=0.1213, over 7387.00 frames. utt_duration=759.2 frames, utt_pad_proportion=0.1372, over 39.00 utterances.], tot_loss[loss=0.1012, over 1466288.34 frames. utt_duration=1212 frames, utt_pad_proportion=0.06751, over 4845.81 utterances.], batch size: 39, lr: 3.65e-04
2022-11-23 22:15:45,772 INFO [train.py:818] (0/4) Epoch 15, batch 8600, loss[loss=0.097, over 7344.00 frames. utt_duration=754.7 frames, utt_pad_proportion=0.1434, over 39.00 utterances.], tot_loss[loss=0.1009, over 1467551.79 frames. utt_duration=1213 frames, utt_pad_proportion=0.06358, over 4845.74 utterances.], batch size: 39, lr: 3.65e-04
2022-11-23 22:16:22,283 INFO [train.py:818] (0/4) Epoch 15, batch 8650, loss[loss=0.1253, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008527, over 23.00 utterances.], tot_loss[loss=0.1007, over 1467333.04 frames. utt_duration=1229 frames, utt_pad_proportion=0.05939, over 4782.58 utterances.], batch size: 23, lr: 3.65e-04
2022-11-23 22:16:59,151 INFO [train.py:818] (0/4) Epoch 15, batch 8700, loss[loss=0.08834, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.00463, over 19.00 utterances.], tot_loss[loss=0.1008, over 1466576.58 frames. utt_duration=1227 frames, utt_pad_proportion=0.06055, over 4785.38 utterances.], batch size: 19, lr: 3.65e-04
2022-11-23 22:17:36,138 INFO [train.py:818] (0/4) Epoch 15, batch 8750, loss[loss=0.08712, over 7263.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.03417, over 16.00 utterances.], tot_loss[loss=0.09969, over 1465807.31 frames. utt_duration=1247 frames, utt_pad_proportion=0.0546, over 4707.01 utterances.], batch size: 16, lr: 3.65e-04
2022-11-23 22:18:12,607 INFO [train.py:818] (0/4) Epoch 15, batch 8800, loss[loss=0.09364, over 7280.00 frames. utt_duration=1534 frames, utt_pad_proportion=0.006545, over 19.00 utterances.], tot_loss[loss=0.1002, over 1465992.26 frames. utt_duration=1233 frames, utt_pad_proportion=0.05946, over 4761.37 utterances.], batch size: 19, lr: 3.65e-04
2022-11-23 22:18:48,187 INFO [train.py:818] (0/4) Epoch 15, batch 8850, loss[loss=0.128, over 7378.00 frames. utt_duration=778.1 frames, utt_pad_proportion=0.1168, over 38.00 utterances.], tot_loss[loss=0.09941, over 1466815.91 frames. utt_duration=1245 frames, utt_pad_proportion=0.05282, over 4717.15 utterances.], batch size: 38, lr: 3.64e-04
2022-11-23 22:19:27,326 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-15.pt
2022-11-23 22:20:10,424 INFO [train.py:818] (0/4) Epoch 16, batch 0, loss[loss=0.09808, over 7468.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01444, over 24.00 utterances.], tot_loss[loss=0.09808, over 7468.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01444, over 24.00 utterances.], batch size: 24, lr: 3.54e-04
2022-11-23 22:20:46,369 INFO [train.py:818] (0/4) Epoch 16, batch 50, loss[loss=0.08519, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006112, over 21.00 utterances.], tot_loss[loss=0.08793, over 330365.16 frames. utt_duration=1224 frames, utt_pad_proportion=0.07742, over 1081.26 utterances.], batch size: 21, lr: 3.54e-04
2022-11-23 22:21:23,780 INFO [train.py:818] (0/4) Epoch 16, batch 100, loss[loss=0.07011, over 7385.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.005818, over 19.00 utterances.], tot_loss[loss=0.08383, over 582294.85 frames. utt_duration=1267 frames, utt_pad_proportion=0.06437, over 1840.97 utterances.], batch size: 19, lr: 3.54e-04
2022-11-23 22:21:59,441 INFO [train.py:818] (0/4) Epoch 16, batch 150, loss[loss=0.1, over 7193.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.01007, over 23.00 utterances.], tot_loss[loss=0.08284, over 777797.28 frames. utt_duration=1319 frames, utt_pad_proportion=0.04567, over 2361.62 utterances.], batch size: 23, lr: 3.54e-04
2022-11-23 22:22:35,993 INFO [train.py:818] (0/4) Epoch 16, batch 200, loss[loss=0.07482, over 7273.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03558, over 27.00 utterances.], tot_loss[loss=0.08231, over 929425.79 frames. utt_duration=1322 frames, utt_pad_proportion=0.04108, over 2814.29 utterances.], batch size: 27, lr: 3.54e-04
2022-11-23 22:23:13,534 INFO [train.py:818] (0/4) Epoch 16, batch 250, loss[loss=0.09632, over 7425.00 frames. utt_duration=763 frames, utt_pad_proportion=0.129, over 39.00 utterances.], tot_loss[loss=0.08236, over 1048958.91 frames. utt_duration=1295 frames, utt_pad_proportion=0.04942, over 3244.96 utterances.], batch size: 39, lr: 3.53e-04
2022-11-23 22:23:50,118 INFO [train.py:818] (0/4) Epoch 16, batch 300, loss[loss=0.1065, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009898, over 22.00 utterances.], tot_loss[loss=0.0827, over 1140145.64 frames. utt_duration=1322 frames, utt_pad_proportion=0.04533, over 3452.61 utterances.], batch size: 22, lr: 3.53e-04
2022-11-23 22:24:25,950 INFO [train.py:818] (0/4) Epoch 16, batch 350, loss[loss=0.0681, over 7104.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005664, over 18.00 utterances.], tot_loss[loss=0.08199, over 1212042.37 frames. utt_duration=1325 frames, utt_pad_proportion=0.04377, over 3664.05 utterances.], batch size: 18, lr: 3.53e-04
2022-11-23 22:25:03,848 INFO [train.py:818] (0/4) Epoch 16, batch 400, loss[loss=0.08159, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005556, over 20.00 utterances.], tot_loss[loss=0.08304, over 1268150.98 frames. utt_duration=1307 frames, utt_pad_proportion=0.04407, over 3884.99 utterances.], batch size: 20, lr: 3.53e-04
2022-11-23 22:25:39,171 INFO [train.py:818] (0/4) Epoch 16, batch 450, loss[loss=0.09494, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008932, over 22.00 utterances.], tot_loss[loss=0.08345, over 1311230.42 frames. utt_duration=1276 frames, utt_pad_proportion=0.05311, over 4116.16 utterances.], batch size: 22, lr: 3.53e-04
2022-11-23 22:26:14,713 INFO [train.py:818] (0/4) Epoch 16, batch 500, loss[loss=0.07855, over 7491.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006032, over 19.00 utterances.], tot_loss[loss=0.08279, over 1345691.25 frames. utt_duration=1273 frames, utt_pad_proportion=0.05375, over 4232.29 utterances.], batch size: 19, lr: 3.53e-04
2022-11-23 22:26:53,920 INFO [train.py:818] (0/4) Epoch 16, batch 550, loss[loss=0.1689, over 7476.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004822, over 21.00 utterances.], tot_loss[loss=0.08205, over 1371915.82 frames. utt_duration=1286 frames, utt_pad_proportion=0.05131, over 4271.52 utterances.], batch size: 21, lr: 3.53e-04
2022-11-23 22:27:30,032 INFO [train.py:818] (0/4) Epoch 16, batch 600, loss[loss=0.1136, over 7326.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03166, over 27.00 utterances.], tot_loss[loss=0.0836, over 1392546.34 frames. utt_duration=1273 frames, utt_pad_proportion=0.05399, over 4380.56 utterances.], batch size: 27, lr: 3.53e-04
2022-11-23 22:28:06,517 INFO [train.py:818] (0/4) Epoch 16, batch 650, loss[loss=0.1394, over 7233.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02015, over 25.00 utterances.], tot_loss[loss=0.08401, over 1408784.37 frames. utt_duration=1299 frames, utt_pad_proportion=0.04637, over 4342.63 utterances.], batch size: 25, lr: 3.53e-04
2022-11-23 22:28:44,623 INFO [train.py:818] (0/4) Epoch 16, batch 700, loss[loss=0.06354, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006702, over 20.00 utterances.], tot_loss[loss=0.08329, over 1421977.49 frames. utt_duration=1305 frames, utt_pad_proportion=0.04461, over 4362.04 utterances.], batch size: 20, lr: 3.53e-04
2022-11-23 22:29:20,081 INFO [train.py:818] (0/4) Epoch 16, batch 750, loss[loss=0.07659, over 7279.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03865, over 27.00 utterances.], tot_loss[loss=0.08382, over 1431952.62 frames. utt_duration=1317 frames, utt_pad_proportion=0.0391, over 4355.51 utterances.], batch size: 27, lr: 3.53e-04
2022-11-23 22:29:56,367 INFO [train.py:818] (0/4) Epoch 16, batch 800, loss[loss=0.1042, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007425, over 22.00 utterances.], tot_loss[loss=0.08399, over 1439001.51 frames. utt_duration=1307 frames, utt_pad_proportion=0.04274, over 4407.44 utterances.], batch size: 22, lr: 3.53e-04
2022-11-23 22:30:33,295 INFO [train.py:818] (0/4) Epoch 16, batch 850, loss[loss=0.05627, over 7392.00 frames. utt_duration=1410 frames, utt_pad_proportion=0.003836, over 21.00 utterances.], tot_loss[loss=0.08384, over 1444209.11 frames. utt_duration=1326 frames, utt_pad_proportion=0.03701, over 4360.56 utterances.], batch size: 21, lr: 3.53e-04
2022-11-23 22:31:09,396 INFO [train.py:818] (0/4) Epoch 16, batch 900, loss[loss=0.09518, over 7177.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006808, over 21.00 utterances.], tot_loss[loss=0.08292, over 1447998.46 frames. utt_duration=1315 frames, utt_pad_proportion=0.03998, over 4409.00 utterances.], batch size: 21, lr: 3.53e-04
2022-11-23 22:31:45,905 INFO [train.py:818] (0/4) Epoch 16, batch 950, loss[loss=0.09369, over 7222.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.02236, over 16.00 utterances.], tot_loss[loss=0.08282, over 1450725.57 frames. utt_duration=1312 frames, utt_pad_proportion=0.04197, over 4426.38 utterances.], batch size: 16, lr: 3.53e-04
2022-11-23 22:32:23,513 INFO [train.py:818] (0/4) Epoch 16, batch 1000, loss[loss=0.09995, over 7487.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01014, over 23.00 utterances.], tot_loss[loss=0.0831, over 1452938.92 frames. utt_duration=1304 frames, utt_pad_proportion=0.04454, over 4460.73 utterances.], batch size: 23, lr: 3.52e-04
2022-11-23 22:32:59,315 INFO [train.py:818] (0/4) Epoch 16, batch 1050, loss[loss=0.09015, over 7486.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005508, over 20.00 utterances.], tot_loss[loss=0.08387, over 1454666.35 frames. utt_duration=1306 frames, utt_pad_proportion=0.04281, over 4460.92 utterances.], batch size: 20, lr: 3.52e-04
2022-11-23 22:33:36,283 INFO [train.py:818] (0/4) Epoch 16, batch 1100, loss[loss=0.1095, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006536, over 20.00 utterances.], tot_loss[loss=0.08441, over 1457850.39 frames. utt_duration=1318 frames, utt_pad_proportion=0.03773, over 4428.01 utterances.], batch size: 20, lr: 3.52e-04
2022-11-23 22:34:12,830 INFO [train.py:818] (0/4) Epoch 16, batch 1150, loss[loss=0.05452, over 7170.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008463, over 17.00 utterances.], tot_loss[loss=0.08352, over 1459048.75 frames. utt_duration=1297 frames, utt_pad_proportion=0.0442, over 4504.43 utterances.], batch size: 17, lr: 3.52e-04
2022-11-23 22:34:49,250 INFO [train.py:818] (0/4) Epoch 16, batch 1200, loss[loss=0.1157, over 7398.00 frames. utt_duration=741.7 frames, utt_pad_proportion=0.1465, over 40.00 utterances.], tot_loss[loss=0.0842, over 1460344.44 frames. utt_duration=1278 frames, utt_pad_proportion=0.05221, over 4576.26 utterances.], batch size: 40, lr: 3.52e-04
2022-11-23 22:35:25,621 INFO [train.py:818] (0/4) Epoch 16, batch 1250, loss[loss=0.09157, over 7287.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006739, over 20.00 utterances.], tot_loss[loss=0.08546, over 1462436.21 frames. utt_duration=1270 frames, utt_pad_proportion=0.05394, over 4611.66 utterances.], batch size: 20, lr: 3.52e-04
2022-11-23 22:36:02,115 INFO [train.py:818] (0/4) Epoch 16, batch 1300, loss[loss=0.08483, over 7285.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005453, over 20.00 utterances.], tot_loss[loss=0.08459, over 1462759.95 frames. utt_duration=1284 frames, utt_pad_proportion=0.04863, over 4561.40 utterances.], batch size: 20, lr: 3.52e-04
2022-11-23 22:36:38,233 INFO [train.py:818] (0/4) Epoch 16, batch 1350, loss[loss=0.1083, over 7301.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.005071, over 20.00 utterances.], tot_loss[loss=0.08551, over 1463351.93 frames. utt_duration=1260 frames, utt_pad_proportion=0.05457, over 4650.76 utterances.], batch size: 20, lr: 3.52e-04
2022-11-23 22:37:16,323 INFO [train.py:818] (0/4) Epoch 16, batch 1400, loss[loss=0.06742, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00498, over 21.00 utterances.], tot_loss[loss=0.08549, over 1464117.61 frames. utt_duration=1275 frames, utt_pad_proportion=0.04996, over 4599.70 utterances.], batch size: 21, lr: 3.52e-04
2022-11-23 22:37:51,952 INFO [train.py:818] (0/4) Epoch 16, batch 1450, loss[loss=0.07, over 7430.00 frames. utt_duration=763.6 frames, utt_pad_proportion=0.1193, over 39.00 utterances.], tot_loss[loss=0.08428, over 1464116.73 frames. utt_duration=1283 frames, utt_pad_proportion=0.04785, over 4569.64 utterances.], batch size: 39, lr: 3.52e-04
2022-11-23 22:38:27,946 INFO [train.py:818] (0/4) Epoch 16, batch 1500, loss[loss=0.08007, over 7157.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01033, over 17.00 utterances.], tot_loss[loss=0.08532, over 1464101.80 frames. utt_duration=1269 frames, utt_pad_proportion=0.05139, over 4619.41 utterances.], batch size: 17, lr: 3.52e-04
2022-11-23 22:39:06,527 INFO [train.py:818] (0/4) Epoch 16, batch 1550, loss[loss=0.1074, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007191, over 22.00 utterances.], tot_loss[loss=0.08535, over 1464137.91 frames. utt_duration=1297 frames, utt_pad_proportion=0.0444, over 4522.15 utterances.], batch size: 22, lr: 3.52e-04
2022-11-23 22:39:42,212 INFO [train.py:818] (0/4) Epoch 16, batch 1600, loss[loss=0.08108, over 7277.00 frames. utt_duration=971.9 frames, utt_pad_proportion=0.05918, over 30.00 utterances.], tot_loss[loss=0.08588, over 1463841.54 frames. utt_duration=1279 frames, utt_pad_proportion=0.04838, over 4581.78 utterances.], batch size: 30, lr: 3.52e-04
2022-11-23 22:40:17,286 INFO [train.py:818] (0/4) Epoch 16, batch 1650, loss[loss=0.08002, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006561, over 21.00 utterances.], tot_loss[loss=0.08557, over 1464598.63 frames. utt_duration=1291 frames, utt_pad_proportion=0.04657, over 4542.56 utterances.], batch size: 21, lr: 3.52e-04
2022-11-23 22:40:55,578 INFO [train.py:818] (0/4) Epoch 16, batch 1700, loss[loss=0.08633, over 7427.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.007111, over 18.00 utterances.], tot_loss[loss=0.08468, over 1465222.69 frames. utt_duration=1279 frames, utt_pad_proportion=0.04963, over 4586.48 utterances.], batch size: 18, lr: 3.52e-04
2022-11-23 22:41:31,638 INFO [train.py:818] (0/4) Epoch 16, batch 1750, loss[loss=0.05943, over 7296.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004295, over 21.00 utterances.], tot_loss[loss=0.08407, over 1465083.50 frames. utt_duration=1291 frames, utt_pad_proportion=0.04678, over 4545.19 utterances.], batch size: 21, lr: 3.52e-04
2022-11-23 22:42:08,191 INFO [train.py:818] (0/4) Epoch 16, batch 1800, loss[loss=0.06201, over 7483.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006202, over 19.00 utterances.], tot_loss[loss=0.08311, over 1465014.24 frames. utt_duration=1294 frames, utt_pad_proportion=0.04884, over 4534.68 utterances.], batch size: 19, lr: 3.51e-04
2022-11-23 22:42:45,100 INFO [train.py:818] (0/4) Epoch 16, batch 1850, loss[loss=0.05811, over 7307.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.009412, over 18.00 utterances.], tot_loss[loss=0.08404, over 1465102.69 frames. utt_duration=1269 frames, utt_pad_proportion=0.05732, over 4625.26 utterances.], batch size: 18, lr: 3.51e-04
2022-11-23 22:43:20,338 INFO [train.py:818] (0/4) Epoch 16, batch 1900, loss[loss=0.07391, over 7375.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005957, over 21.00 utterances.], tot_loss[loss=0.08448, over 1464462.32 frames. utt_duration=1287 frames, utt_pad_proportion=0.04934, over 4556.88 utterances.], batch size: 21, lr: 3.51e-04
2022-11-23 22:43:55,508 INFO [train.py:818] (0/4) Epoch 16, batch 1950, loss[loss=0.08398, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005177, over 19.00 utterances.], tot_loss[loss=0.08404, over 1464363.14 frames. utt_duration=1309 frames, utt_pad_proportion=0.04266, over 4478.40 utterances.], batch size: 19, lr: 3.51e-04
2022-11-23 22:44:33,076 INFO [train.py:818] (0/4) Epoch 16, batch 2000, loss[loss=0.06714, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005176, over 18.00 utterances.], tot_loss[loss=0.08489, over 1465179.13 frames. utt_duration=1279 frames, utt_pad_proportion=0.05004, over 4586.61 utterances.], batch size: 18, lr: 3.51e-04
2022-11-23 22:45:08,240 INFO [train.py:818] (0/4) Epoch 16, batch 2050, loss[loss=0.08271, over 7374.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006259, over 21.00 utterances.], tot_loss[loss=0.08469, over 1465951.76 frames. utt_duration=1283 frames, utt_pad_proportion=0.04872, over 4575.24 utterances.], batch size: 21, lr: 3.51e-04
2022-11-23 22:45:44,893 INFO [train.py:818] (0/4) Epoch 16, batch 2100, loss[loss=0.09262, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005395, over 21.00 utterances.], tot_loss[loss=0.08391, over 1464317.08 frames. utt_duration=1283 frames, utt_pad_proportion=0.05052, over 4571.89 utterances.], batch size: 21, lr: 3.51e-04
2022-11-23 22:46:22,448 INFO [train.py:818] (0/4) Epoch 16, batch 2150, loss[loss=0.08026, over 7400.00 frames. utt_duration=1482 frames, utt_pad_proportion=0.00343, over 20.00 utterances.], tot_loss[loss=0.08352, over 1464461.92 frames. utt_duration=1302 frames, utt_pad_proportion=0.04684, over 4505.55 utterances.], batch size: 20, lr: 3.51e-04
2022-11-23 22:46:58,642 INFO [train.py:818] (0/4) Epoch 16, batch 2200, loss[loss=0.1129, over 7370.00 frames. utt_duration=952.6 frames, utt_pad_proportion=0.0742, over 31.00 utterances.], tot_loss[loss=0.08443, over 1464218.29 frames. utt_duration=1314 frames, utt_pad_proportion=0.04064, over 4461.51 utterances.], batch size: 31, lr: 3.51e-04
2022-11-23 22:47:35,707 INFO [train.py:818] (0/4) Epoch 16, batch 2250, loss[loss=0.09925, over 7465.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006185, over 21.00 utterances.], tot_loss[loss=0.08485, over 1464133.67 frames. utt_duration=1297 frames, utt_pad_proportion=0.04407, over 4522.03 utterances.], batch size: 21, lr: 3.51e-04
2022-11-23 22:48:14,642 INFO [train.py:818] (0/4) Epoch 16, batch 2300, loss[loss=0.1314, over 7264.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03608, over 27.00 utterances.], tot_loss[loss=0.08424, over 1465066.49 frames. utt_duration=1308 frames, utt_pad_proportion=0.04211, over 4486.13 utterances.], batch size: 27, lr: 3.51e-04
2022-11-23 22:48:50,098 INFO [train.py:818] (0/4) Epoch 16, batch 2350, loss[loss=0.0425, over 7191.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008507, over 18.00 utterances.], tot_loss[loss=0.08453, over 1465137.43 frames. utt_duration=1337 frames, utt_pad_proportion=0.03524, over 4388.46 utterances.], batch size: 18, lr: 3.51e-04
2022-11-23 22:49:28,593 INFO [train.py:818] (0/4) Epoch 16, batch 2400, loss[loss=0.0724, over 7398.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006143, over 19.00 utterances.], tot_loss[loss=0.0845, over 1465322.83 frames. utt_duration=1314 frames, utt_pad_proportion=0.04439, over 4464.84 utterances.], batch size: 19, lr: 3.51e-04
2022-11-23 22:50:04,292 INFO [train.py:818] (0/4) Epoch 16, batch 2450, loss[loss=0.0711, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009873, over 17.00 utterances.], tot_loss[loss=0.08435, over 1465716.76 frames. utt_duration=1326 frames, utt_pad_proportion=0.04061, over 4427.84 utterances.], batch size: 17, lr: 3.51e-04
2022-11-23 22:50:39,987 INFO [train.py:818] (0/4) Epoch 16, batch 2500, loss[loss=0.07011, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005222, over 21.00 utterances.], tot_loss[loss=0.08407, over 1464599.66 frames. utt_duration=1320 frames, utt_pad_proportion=0.04122, over 4442.56 utterances.], batch size: 21, lr: 3.51e-04
2022-11-23 22:51:16,917 INFO [train.py:818] (0/4) Epoch 16, batch 2550, loss[loss=0.09785, over 7425.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005184, over 22.00 utterances.], tot_loss[loss=0.08406, over 1465173.56 frames. utt_duration=1324 frames, utt_pad_proportion=0.04032, over 4430.73 utterances.], batch size: 22, lr: 3.50e-04
2022-11-23 22:51:46,861 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-136000.pt
2022-11-23 22:52:04,247 INFO [train.py:818] (0/4) Epoch 16, batch 2600, loss[loss=0.08068, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00649, over 21.00 utterances.], tot_loss[loss=0.08433, over 1465226.74 frames. utt_duration=1305 frames, utt_pad_proportion=0.04616, over 4494.65 utterances.], batch size: 21, lr: 3.50e-04
2022-11-23 22:52:40,134 INFO [train.py:818] (0/4) Epoch 16, batch 2650, loss[loss=0.1234, over 7468.00 frames. utt_duration=422.2 frames, utt_pad_proportion=0.3413, over 71.00 utterances.], tot_loss[loss=0.085, over 1466746.06 frames. utt_duration=1288 frames, utt_pad_proportion=0.05071, over 4562.09 utterances.], batch size: 71, lr: 3.50e-04
2022-11-23 22:53:18,370 INFO [train.py:818] (0/4) Epoch 16, batch 2700, loss[loss=0.08157, over 7184.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.006459, over 22.00 utterances.], tot_loss[loss=0.08477, over 1466297.13 frames. utt_duration=1275 frames, utt_pad_proportion=0.05558, over 4606.87 utterances.], batch size: 22, lr: 3.50e-04
2022-11-23 22:53:54,193 INFO [train.py:818] (0/4) Epoch 16, batch 2750, loss[loss=0.1102, over 7364.00 frames. utt_duration=776.6 frames, utt_pad_proportion=0.1175, over 38.00 utterances.], tot_loss[loss=0.08534, over 1465274.01 frames. utt_duration=1230 frames, utt_pad_proportion=0.06711, over 4772.01 utterances.], batch size: 38, lr: 3.50e-04
2022-11-23 22:54:30,343 INFO [train.py:818] (0/4) Epoch 16, batch 2800, loss[loss=0.09156, over 7212.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02333, over 25.00 utterances.], tot_loss[loss=0.08464, over 1464965.29 frames. utt_duration=1232 frames, utt_pad_proportion=0.06555, over 4760.69 utterances.], batch size: 25, lr: 3.50e-04
2022-11-23 22:55:06,978 INFO [train.py:818] (0/4) Epoch 16, batch 2850, loss[loss=0.09468, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008752, over 22.00 utterances.], tot_loss[loss=0.08464, over 1464671.69 frames. utt_duration=1255 frames, utt_pad_proportion=0.05976, over 4674.77 utterances.], batch size: 22, lr: 3.50e-04
2022-11-23 22:55:42,924 INFO [train.py:818] (0/4) Epoch 16, batch 2900, loss[loss=0.08641, over 7354.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008285, over 23.00 utterances.], tot_loss[loss=0.08514, over 1465139.68 frames. utt_duration=1240 frames, utt_pad_proportion=0.06214, over 4733.27 utterances.], batch size: 23, lr: 3.50e-04
2022-11-23 22:56:18,985 INFO [train.py:818] (0/4) Epoch 16, batch 2950, loss[loss=0.1371, over 7461.00 frames. utt_duration=399.2 frames, utt_pad_proportion=0.3703, over 75.00 utterances.], tot_loss[loss=0.08482, over 1464651.92 frames. utt_duration=1242 frames, utt_pad_proportion=0.06186, over 4721.81 utterances.], batch size: 75, lr: 3.50e-04
2022-11-23 22:56:57,626 INFO [train.py:818] (0/4) Epoch 16, batch 3000, loss[loss=0.07091, over 7232.00 frames. utt_duration=1809 frames, utt_pad_proportion=0.02853, over 16.00 utterances.], tot_loss[loss=0.08481, over 1465606.24 frames. utt_duration=1234 frames, utt_pad_proportion=0.06458, over 4758.09 utterances.], batch size: 16, lr: 3.50e-04
2022-11-23 22:56:57,627 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 22:57:17,832 INFO [train.py:847] (0/4) Epoch 16, validation: loss=0.05323, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 22:57:54,665 INFO [train.py:818] (0/4) Epoch 16, batch 3050, loss[loss=0.1033, over 7153.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01081, over 17.00 utterances.], tot_loss[loss=0.08365, over 1464825.06 frames. utt_duration=1267 frames, utt_pad_proportion=0.05949, over 4631.31 utterances.], batch size: 17, lr: 3.50e-04
2022-11-23 22:58:32,602 INFO [train.py:818] (0/4) Epoch 16, batch 3100, loss[loss=0.08693, over 7283.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005863, over 21.00 utterances.], tot_loss[loss=0.08444, over 1465504.16 frames. utt_duration=1247 frames, utt_pad_proportion=0.06074, over 4708.01 utterances.], batch size: 21, lr: 3.50e-04
2022-11-23 22:59:08,355 INFO [train.py:818] (0/4) Epoch 16, batch 3150, loss[loss=0.07569, over 7462.00 frames. utt_duration=1660 frames, utt_pad_proportion=0.004299, over 18.00 utterances.], tot_loss[loss=0.08446, over 1466505.79 frames. utt_duration=1233 frames, utt_pad_proportion=0.06417, over 4764.09 utterances.], batch size: 18, lr: 3.50e-04
2022-11-23 22:59:45,584 INFO [train.py:818] (0/4) Epoch 16, batch 3200, loss[loss=0.08463, over 7206.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.006165, over 18.00 utterances.], tot_loss[loss=0.08348, over 1465349.00 frames. utt_duration=1226 frames, utt_pad_proportion=0.06665, over 4786.93 utterances.], batch size: 18, lr: 3.50e-04
2022-11-23 23:00:22,839 INFO [train.py:818] (0/4) Epoch 16, batch 3250, loss[loss=0.1115, over 7471.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01147, over 24.00 utterances.], tot_loss[loss=0.08375, over 1465759.51 frames. utt_duration=1233 frames, utt_pad_proportion=0.06571, over 4762.61 utterances.], batch size: 24, lr: 3.50e-04
2022-11-23 23:00:59,017 INFO [train.py:818] (0/4) Epoch 16, batch 3300, loss[loss=0.076, over 7488.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01095, over 23.00 utterances.], tot_loss[loss=0.08287, over 1465654.71 frames. utt_duration=1234 frames, utt_pad_proportion=0.06346, over 4757.97 utterances.], batch size: 23, lr: 3.50e-04
2022-11-23 23:01:36,475 INFO [train.py:818] (0/4) Epoch 16, batch 3350, loss[loss=0.08662, over 7192.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.007652, over 19.00 utterances.], tot_loss[loss=0.08215, over 1465513.05 frames. utt_duration=1276 frames, utt_pad_proportion=0.05392, over 4598.01 utterances.], batch size: 19, lr: 3.49e-04
2022-11-23 23:02:12,485 INFO [train.py:818] (0/4) Epoch 16, batch 3400, loss[loss=0.1084, over 7466.00 frames. utt_duration=416.2 frames, utt_pad_proportion=0.3528, over 72.00 utterances.], tot_loss[loss=0.08142, over 1467402.53 frames. utt_duration=1265 frames, utt_pad_proportion=0.05826, over 4644.52 utterances.], batch size: 72, lr: 3.49e-04
2022-11-23 23:02:47,451 INFO [train.py:818] (0/4) Epoch 16, batch 3450, loss[loss=0.08409, over 7238.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.01915, over 25.00 utterances.], tot_loss[loss=0.08139, over 1467190.83 frames. utt_duration=1280 frames, utt_pad_proportion=0.05099, over 4588.91 utterances.], batch size: 25, lr: 3.49e-04
2022-11-23 23:03:26,181 INFO [train.py:818] (0/4) Epoch 16, batch 3500, loss[loss=0.08973, over 7185.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007967, over 22.00 utterances.], tot_loss[loss=0.08224, over 1467699.71 frames. utt_duration=1247 frames, utt_pad_proportion=0.05962, over 4714.38 utterances.], batch size: 22, lr: 3.49e-04
2022-11-23 23:04:02,700 INFO [train.py:818] (0/4) Epoch 16, batch 3550, loss[loss=0.07515, over 7383.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006655, over 19.00 utterances.], tot_loss[loss=0.08279, over 1466607.99 frames. utt_duration=1226 frames, utt_pad_proportion=0.06941, over 4791.95 utterances.], batch size: 19, lr: 3.49e-04
2022-11-23 23:04:38,853 INFO [train.py:818] (0/4) Epoch 16, batch 3600, loss[loss=0.08104, over 7316.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007288, over 18.00 utterances.], tot_loss[loss=0.0826, over 1465049.75 frames. utt_duration=1260 frames, utt_pad_proportion=0.05869, over 4656.26 utterances.], batch size: 18, lr: 3.49e-04
2022-11-23 23:05:16,027 INFO [train.py:818] (0/4) Epoch 16, batch 3650, loss[loss=0.05473, over 7161.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008611, over 17.00 utterances.], tot_loss[loss=0.0815, over 1465123.99 frames. utt_duration=1278 frames, utt_pad_proportion=0.05111, over 4589.72 utterances.], batch size: 17, lr: 3.49e-04
2022-11-23 23:05:51,617 INFO [train.py:818] (0/4) Epoch 16, batch 3700, loss[loss=0.144, over 7487.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01268, over 24.00 utterances.], tot_loss[loss=0.08165, over 1464625.86 frames. utt_duration=1296 frames, utt_pad_proportion=0.04402, over 4524.46 utterances.], batch size: 24, lr: 3.49e-04
2022-11-23 23:06:26,966 INFO [train.py:818] (0/4) Epoch 16, batch 3750, loss[loss=0.109, over 7280.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03402, over 27.00 utterances.], tot_loss[loss=0.08172, over 1463503.68 frames. utt_duration=1309 frames, utt_pad_proportion=0.03997, over 4476.32 utterances.], batch size: 27, lr: 3.49e-04
2022-11-23 23:07:04,695 INFO [train.py:818] (0/4) Epoch 16, batch 3800, loss[loss=0.06597, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006404, over 21.00 utterances.], tot_loss[loss=0.08143, over 1464485.80 frames. utt_duration=1297 frames, utt_pad_proportion=0.04532, over 4522.11 utterances.], batch size: 21, lr: 3.49e-04
2022-11-23 23:07:40,577 INFO [train.py:818] (0/4) Epoch 16, batch 3850, loss[loss=0.08381, over 7240.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01525, over 24.00 utterances.], tot_loss[loss=0.08121, over 1465440.73 frames. utt_duration=1292 frames, utt_pad_proportion=0.0474, over 4543.88 utterances.], batch size: 24, lr: 3.49e-04
2022-11-23 23:08:17,556 INFO [train.py:818] (0/4) Epoch 16, batch 3900, loss[loss=0.09957, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006199, over 21.00 utterances.], tot_loss[loss=0.08111, over 1464497.59 frames. utt_duration=1281 frames, utt_pad_proportion=0.04969, over 4579.99 utterances.], batch size: 21, lr: 3.49e-04
2022-11-23 23:08:54,841 INFO [train.py:818] (0/4) Epoch 16, batch 3950, loss[loss=0.09872, over 7332.00 frames. utt_duration=734.6 frames, utt_pad_proportion=0.1661, over 40.00 utterances.], tot_loss[loss=0.08188, over 1464071.72 frames. utt_duration=1283 frames, utt_pad_proportion=0.04841, over 4569.13 utterances.], batch size: 40, lr: 3.49e-04
2022-11-23 23:09:30,957 INFO [train.py:818] (0/4) Epoch 16, batch 4000, loss[loss=0.07257, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.00894, over 17.00 utterances.], tot_loss[loss=0.08104, over 1463698.79 frames. utt_duration=1290 frames, utt_pad_proportion=0.04791, over 4543.25 utterances.], batch size: 17, lr: 3.49e-04
2022-11-23 23:10:07,706 INFO [train.py:818] (0/4) Epoch 16, batch 4050, loss[loss=0.1073, over 7430.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.004783, over 22.00 utterances.], tot_loss[loss=0.08146, over 1464171.44 frames. utt_duration=1283 frames, utt_pad_proportion=0.04862, over 4570.45 utterances.], batch size: 22, lr: 3.49e-04
2022-11-23 23:10:45,560 INFO [train.py:818] (0/4) Epoch 16, batch 4100, loss[loss=0.1042, over 7351.00 frames. utt_duration=1091 frames, utt_pad_proportion=0.02882, over 27.00 utterances.], tot_loss[loss=0.08217, over 1463797.84 frames. utt_duration=1287 frames, utt_pad_proportion=0.04993, over 4555.44 utterances.], batch size: 27, lr: 3.49e-04
2022-11-23 23:11:20,897 INFO [train.py:818] (0/4) Epoch 16, batch 4150, loss[loss=0.09382, over 7390.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005981, over 20.00 utterances.], tot_loss[loss=0.08382, over 1464413.34 frames. utt_duration=1269 frames, utt_pad_proportion=0.05342, over 4620.70 utterances.], batch size: 20, lr: 3.48e-04
2022-11-23 23:11:58,442 INFO [train.py:818] (0/4) Epoch 16, batch 4200, loss[loss=0.07298, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004842, over 20.00 utterances.], tot_loss[loss=0.08575, over 1464245.90 frames. utt_duration=1281 frames, utt_pad_proportion=0.04982, over 4577.44 utterances.], batch size: 20, lr: 3.48e-04
2022-11-23 23:12:34,802 INFO [train.py:818] (0/4) Epoch 16, batch 4250, loss[loss=0.06975, over 7307.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.00723, over 17.00 utterances.], tot_loss[loss=0.08766, over 1464552.70 frames. utt_duration=1292 frames, utt_pad_proportion=0.04513, over 4539.43 utterances.], batch size: 17, lr: 3.48e-04
2022-11-23 23:13:11,926 INFO [train.py:818] (0/4) Epoch 16, batch 4300, loss[loss=0.1827, over 7204.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.0253, over 25.00 utterances.], tot_loss[loss=0.08975, over 1464932.37 frames. utt_duration=1269 frames, utt_pad_proportion=0.05021, over 4621.87 utterances.], batch size: 25, lr: 3.48e-04
2022-11-23 23:13:48,270 INFO [train.py:818] (0/4) Epoch 16, batch 4350, loss[loss=0.1068, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01213, over 24.00 utterances.], tot_loss[loss=0.09195, over 1465855.26 frames. utt_duration=1264 frames, utt_pad_proportion=0.05037, over 4645.61 utterances.], batch size: 24, lr: 3.48e-04
2022-11-23 23:14:27,203 INFO [train.py:818] (0/4) Epoch 16, batch 4400, loss[loss=0.1585, over 7210.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02188, over 25.00 utterances.], tot_loss[loss=0.09454, over 1466456.78 frames. utt_duration=1242 frames, utt_pad_proportion=0.05605, over 4730.46 utterances.], batch size: 25, lr: 3.48e-04
2022-11-23 23:15:03,151 INFO [train.py:818] (0/4) Epoch 16, batch 4450, loss[loss=0.1172, over 7208.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005618, over 18.00 utterances.], tot_loss[loss=0.09506, over 1466505.39 frames. utt_duration=1271 frames, utt_pad_proportion=0.04821, over 4621.14 utterances.], batch size: 18, lr: 3.48e-04
2022-11-23 23:15:41,866 INFO [train.py:818] (0/4) Epoch 16, batch 4500, loss[loss=0.08527, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006506, over 21.00 utterances.], tot_loss[loss=0.09746, over 1467704.42 frames. utt_duration=1273 frames, utt_pad_proportion=0.05118, over 4616.81 utterances.], batch size: 21, lr: 3.48e-04
2022-11-23 23:16:17,763 INFO [train.py:818] (0/4) Epoch 16, batch 4550, loss[loss=0.1698, over 7413.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006259, over 22.00 utterances.], tot_loss[loss=0.09993, over 1467270.75 frames. utt_duration=1266 frames, utt_pad_proportion=0.05167, over 4641.96 utterances.], batch size: 22, lr: 3.48e-04
2022-11-23 23:16:54,182 INFO [train.py:818] (0/4) Epoch 16, batch 4600, loss[loss=0.1333, over 7283.00 frames. utt_duration=1326 frames, utt_pad_proportion=0.007519, over 22.00 utterances.], tot_loss[loss=0.1005, over 1465951.73 frames. utt_duration=1270 frames, utt_pad_proportion=0.05102, over 4622.28 utterances.], batch size: 22, lr: 3.48e-04
2022-11-23 23:17:31,764 INFO [train.py:818] (0/4) Epoch 16, batch 4650, loss[loss=0.1256, over 7487.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02421, over 26.00 utterances.], tot_loss[loss=0.1009, over 1466356.28 frames. utt_duration=1293 frames, utt_pad_proportion=0.04344, over 4540.11 utterances.], batch size: 26, lr: 3.48e-04
2022-11-23 23:18:08,231 INFO [train.py:818] (0/4) Epoch 16, batch 4700, loss[loss=0.07486, over 7405.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007632, over 22.00 utterances.], tot_loss[loss=0.09997, over 1466285.49 frames. utt_duration=1278 frames, utt_pad_proportion=0.05015, over 4593.49 utterances.], batch size: 22, lr: 3.48e-04
2022-11-23 23:18:46,313 INFO [train.py:818] (0/4) Epoch 16, batch 4750, loss[loss=0.1181, over 7426.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005017, over 22.00 utterances.], tot_loss[loss=0.1014, over 1465189.12 frames. utt_duration=1269 frames, utt_pad_proportion=0.05443, over 4625.06 utterances.], batch size: 22, lr: 3.48e-04
2022-11-23 23:19:24,239 INFO [train.py:818] (0/4) Epoch 16, batch 4800, loss[loss=0.09191, over 7423.00 frames. utt_duration=959.6 frames, utt_pad_proportion=0.07287, over 31.00 utterances.], tot_loss[loss=0.1018, over 1465874.76 frames. utt_duration=1248 frames, utt_pad_proportion=0.06085, over 4705.30 utterances.], batch size: 31, lr: 3.48e-04
2022-11-23 23:19:59,589 INFO [train.py:818] (0/4) Epoch 16, batch 4850, loss[loss=0.08987, over 7408.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006862, over 22.00 utterances.], tot_loss[loss=0.1029, over 1465468.59 frames. utt_duration=1280 frames, utt_pad_proportion=0.05179, over 4585.27 utterances.], batch size: 22, lr: 3.48e-04
2022-11-23 23:20:36,895 INFO [train.py:818] (0/4) Epoch 16, batch 4900, loss[loss=0.08888, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006512, over 19.00 utterances.], tot_loss[loss=0.1016, over 1465114.70 frames. utt_duration=1288 frames, utt_pad_proportion=0.04997, over 4553.72 utterances.], batch size: 19, lr: 3.47e-04
2022-11-23 23:21:14,029 INFO [train.py:818] (0/4) Epoch 16, batch 4950, loss[loss=0.1101, over 7400.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005438, over 19.00 utterances.], tot_loss[loss=0.1021, over 1465589.94 frames. utt_duration=1291 frames, utt_pad_proportion=0.04663, over 4544.95 utterances.], batch size: 19, lr: 3.47e-04
2022-11-23 23:21:51,027 INFO [train.py:818] (0/4) Epoch 16, batch 5000, loss[loss=0.08487, over 7165.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008398, over 17.00 utterances.], tot_loss[loss=0.1024, over 1464602.71 frames. utt_duration=1297 frames, utt_pad_proportion=0.04622, over 4521.36 utterances.], batch size: 17, lr: 3.47e-04
2022-11-23 23:22:27,190 INFO [train.py:818] (0/4) Epoch 16, batch 5050, loss[loss=0.08173, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007103, over 18.00 utterances.], tot_loss[loss=0.1022, over 1466020.28 frames. utt_duration=1294 frames, utt_pad_proportion=0.04683, over 4538.04 utterances.], batch size: 18, lr: 3.47e-04
2022-11-23 23:23:02,798 INFO [train.py:818] (0/4) Epoch 16, batch 5100, loss[loss=0.1059, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006411, over 19.00 utterances.], tot_loss[loss=0.1023, over 1465926.99 frames. utt_duration=1282 frames, utt_pad_proportion=0.04724, over 4578.36 utterances.], batch size: 19, lr: 3.47e-04
2022-11-23 23:23:40,390 INFO [train.py:818] (0/4) Epoch 16, batch 5150, loss[loss=0.1744, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00671, over 21.00 utterances.], tot_loss[loss=0.1045, over 1466564.38 frames. utt_duration=1221 frames, utt_pad_proportion=0.06813, over 4811.21 utterances.], batch size: 21, lr: 3.47e-04
2022-11-23 23:24:18,373 INFO [train.py:818] (0/4) Epoch 16, batch 5200, loss[loss=0.09526, over 7381.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006154, over 21.00 utterances.], tot_loss[loss=0.1049, over 1467278.27 frames. utt_duration=1247 frames, utt_pad_proportion=0.05922, over 4712.69 utterances.], batch size: 21, lr: 3.47e-04
2022-11-23 23:24:55,080 INFO [train.py:818] (0/4) Epoch 16, batch 5250, loss[loss=0.1118, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006036, over 19.00 utterances.], tot_loss[loss=0.105, over 1467021.14 frames. utt_duration=1231 frames, utt_pad_proportion=0.06368, over 4773.57 utterances.], batch size: 19, lr: 3.47e-04
2022-11-23 23:25:32,124 INFO [train.py:818] (0/4) Epoch 16, batch 5300, loss[loss=0.1541, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005418, over 20.00 utterances.], tot_loss[loss=0.1045, over 1466899.40 frames. utt_duration=1253 frames, utt_pad_proportion=0.05518, over 4688.48 utterances.], batch size: 20, lr: 3.47e-04
2022-11-23 23:26:09,725 INFO [train.py:818] (0/4) Epoch 16, batch 5350, loss[loss=0.167, over 7295.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.009361, over 18.00 utterances.], tot_loss[loss=0.1035, over 1465847.06 frames. utt_duration=1262 frames, utt_pad_proportion=0.05401, over 4650.32 utterances.], batch size: 18, lr: 3.47e-04
2022-11-23 23:26:46,592 INFO [train.py:818] (0/4) Epoch 16, batch 5400, loss[loss=0.09842, over 7391.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004775, over 21.00 utterances.], tot_loss[loss=0.104, over 1467476.80 frames. utt_duration=1245 frames, utt_pad_proportion=0.05516, over 4721.06 utterances.], batch size: 21, lr: 3.47e-04
2022-11-23 23:27:23,450 INFO [train.py:818] (0/4) Epoch 16, batch 5450, loss[loss=0.09176, over 7202.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.00528, over 20.00 utterances.], tot_loss[loss=0.103, over 1466706.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.05849, over 4717.42 utterances.], batch size: 20, lr: 3.47e-04
2022-11-23 23:28:00,864 INFO [train.py:818] (0/4) Epoch 16, batch 5500, loss[loss=0.07944, over 7380.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006221, over 20.00 utterances.], tot_loss[loss=0.1033, over 1466551.79 frames. utt_duration=1231 frames, utt_pad_proportion=0.06598, over 4769.60 utterances.], batch size: 20, lr: 3.47e-04
2022-11-23 23:28:38,505 INFO [train.py:818] (0/4) Epoch 16, batch 5550, loss[loss=0.07959, over 7481.00 frames. utt_duration=768.7 frames, utt_pad_proportion=0.1264, over 39.00 utterances.], tot_loss[loss=0.1026, over 1466673.07 frames. utt_duration=1177 frames, utt_pad_proportion=0.08077, over 4990.93 utterances.], batch size: 39, lr: 3.47e-04
2022-11-23 23:29:17,121 INFO [train.py:818] (0/4) Epoch 16, batch 5600, loss[loss=0.1112, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006267, over 21.00 utterances.], tot_loss[loss=0.1024, over 1464870.62 frames. utt_duration=1180 frames, utt_pad_proportion=0.07958, over 4971.36 utterances.], batch size: 21, lr: 3.47e-04
2022-11-23 23:29:54,083 INFO [train.py:818] (0/4) Epoch 16, batch 5650, loss[loss=0.07094, over 7482.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007552, over 19.00 utterances.], tot_loss[loss=0.1025, over 1465887.53 frames. utt_duration=1175 frames, utt_pad_proportion=0.08394, over 4995.61 utterances.], batch size: 19, lr: 3.47e-04
2022-11-23 23:30:31,441 INFO [train.py:818] (0/4) Epoch 16, batch 5700, loss[loss=0.07733, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005379, over 20.00 utterances.], tot_loss[loss=0.1017, over 1466140.71 frames. utt_duration=1179 frames, utt_pad_proportion=0.08251, over 4980.96 utterances.], batch size: 20, lr: 3.47e-04
2022-11-23 23:31:09,392 INFO [train.py:818] (0/4) Epoch 16, batch 5750, loss[loss=0.1067, over 7165.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.006547, over 17.00 utterances.], tot_loss[loss=0.1027, over 1465730.22 frames. utt_duration=1203 frames, utt_pad_proportion=0.07498, over 4881.10 utterances.], batch size: 17, lr: 3.46e-04
2022-11-23 23:31:44,580 INFO [train.py:818] (0/4) Epoch 16, batch 5800, loss[loss=0.1052, over 7489.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004745, over 20.00 utterances.], tot_loss[loss=0.1041, over 1465525.60 frames. utt_duration=1202 frames, utt_pad_proportion=0.06995, over 4881.94 utterances.], batch size: 20, lr: 3.46e-04
2022-11-23 23:32:22,054 INFO [train.py:818] (0/4) Epoch 16, batch 5850, loss[loss=0.06705, over 7301.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004257, over 20.00 utterances.], tot_loss[loss=0.1032, over 1465295.09 frames. utt_duration=1188 frames, utt_pad_proportion=0.07612, over 4941.94 utterances.], batch size: 20, lr: 3.46e-04
2022-11-23 23:33:00,369 INFO [train.py:818] (0/4) Epoch 16, batch 5900, loss[loss=0.07062, over 7187.00 frames. utt_duration=1514 frames, utt_pad_proportion=0.008272, over 19.00 utterances.], tot_loss[loss=0.1015, over 1464974.81 frames. utt_duration=1208 frames, utt_pad_proportion=0.07211, over 4858.31 utterances.], batch size: 19, lr: 3.46e-04
2022-11-23 23:33:36,386 INFO [train.py:818] (0/4) Epoch 16, batch 5950, loss[loss=0.09293, over 7449.00 frames. utt_duration=962.8 frames, utt_pad_proportion=0.06068, over 31.00 utterances.], tot_loss[loss=0.1019, over 1464735.52 frames. utt_duration=1210 frames, utt_pad_proportion=0.0721, over 4848.69 utterances.], batch size: 31, lr: 3.46e-04
2022-11-23 23:34:13,834 INFO [train.py:818] (0/4) Epoch 16, batch 6000, loss[loss=0.08715, over 7197.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.009658, over 23.00 utterances.], tot_loss[loss=0.1012, over 1465708.09 frames. utt_duration=1189 frames, utt_pad_proportion=0.07606, over 4935.34 utterances.], batch size: 23, lr: 3.46e-04
2022-11-23 23:34:13,836 INFO [train.py:838] (0/4) Computing validation loss
2022-11-23 23:34:34,050 INFO [train.py:847] (0/4) Epoch 16, validation: loss=0.04751, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-23 23:35:10,630 INFO [train.py:818] (0/4) Epoch 16, batch 6050, loss[loss=0.1141, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005314, over 20.00 utterances.], tot_loss[loss=0.1019, over 1465954.15 frames. utt_duration=1172 frames, utt_pad_proportion=0.08199, over 5009.17 utterances.], batch size: 20, lr: 3.46e-04
2022-11-23 23:35:48,086 INFO [train.py:818] (0/4) Epoch 16, batch 6100, loss[loss=0.1229, over 7441.00 frames. utt_duration=764.8 frames, utt_pad_proportion=0.1319, over 39.00 utterances.], tot_loss[loss=0.1054, over 1466259.35 frames. utt_duration=1196 frames, utt_pad_proportion=0.0747, over 4911.51 utterances.], batch size: 39, lr: 3.46e-04
2022-11-23 23:36:25,166 INFO [train.py:818] (0/4) Epoch 16, batch 6150, loss[loss=0.1012, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005277, over 19.00 utterances.], tot_loss[loss=0.1052, over 1467790.87 frames. utt_duration=1198 frames, utt_pad_proportion=0.07313, over 4906.57 utterances.], batch size: 19, lr: 3.46e-04
2022-11-23 23:37:03,246 INFO [train.py:818] (0/4) Epoch 16, batch 6200, loss[loss=0.07142, over 7193.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.009933, over 23.00 utterances.], tot_loss[loss=0.105, over 1466539.41 frames. utt_duration=1201 frames, utt_pad_proportion=0.07152, over 4891.73 utterances.], batch size: 23, lr: 3.46e-04
2022-11-23 23:37:39,355 INFO [train.py:818] (0/4) Epoch 16, batch 6250, loss[loss=0.07772, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006422, over 22.00 utterances.], tot_loss[loss=0.1027, over 1466215.79 frames. utt_duration=1226 frames, utt_pad_proportion=0.06509, over 4791.10 utterances.], batch size: 22, lr: 3.46e-04
2022-11-23 23:38:15,795 INFO [train.py:818] (0/4) Epoch 16, batch 6300, loss[loss=0.1283, over 7410.00 frames. utt_duration=761.4 frames, utt_pad_proportion=0.1298, over 39.00 utterances.], tot_loss[loss=0.1028, over 1465229.60 frames. utt_duration=1235 frames, utt_pad_proportion=0.06048, over 4753.24 utterances.], batch size: 39, lr: 3.46e-04
2022-11-23 23:38:53,141 INFO [train.py:818] (0/4) Epoch 16, batch 6350, loss[loss=0.1202, over 7230.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0149, over 24.00 utterances.], tot_loss[loss=0.1019, over 1464171.54 frames. utt_duration=1248 frames, utt_pad_proportion=0.05661, over 4697.17 utterances.], batch size: 24, lr: 3.46e-04
2022-11-23 23:39:30,790 INFO [train.py:818] (0/4) Epoch 16, batch 6400, loss[loss=0.0703, over 7375.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.005456, over 21.00 utterances.], tot_loss[loss=0.1018, over 1465578.57 frames. utt_duration=1260 frames, utt_pad_proportion=0.04999, over 4657.36 utterances.], batch size: 21, lr: 3.46e-04
2022-11-23 23:40:07,000 INFO [train.py:818] (0/4) Epoch 16, batch 6450, loss[loss=0.07771, over 7196.00 frames. utt_duration=1800 frames, utt_pad_proportion=0.04082, over 16.00 utterances.], tot_loss[loss=0.1022, over 1465457.10 frames. utt_duration=1251 frames, utt_pad_proportion=0.0522, over 4691.38 utterances.], batch size: 16, lr: 3.46e-04
2022-11-23 23:40:44,840 INFO [train.py:818] (0/4) Epoch 16, batch 6500, loss[loss=0.1042, over 7433.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007965, over 18.00 utterances.], tot_loss[loss=0.1001, over 1466512.28 frames. utt_duration=1239 frames, utt_pad_proportion=0.05936, over 4738.44 utterances.], batch size: 18, lr: 3.46e-04
2022-11-23 23:41:23,376 INFO [train.py:818] (0/4) Epoch 16, batch 6550, loss[loss=0.1447, over 7263.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03853, over 16.00 utterances.], tot_loss[loss=0.1005, over 1466135.58 frames. utt_duration=1245 frames, utt_pad_proportion=0.05987, over 4714.55 utterances.], batch size: 16, lr: 3.45e-04
2022-11-23 23:41:59,383 INFO [train.py:818] (0/4) Epoch 16, batch 6600, loss[loss=0.09036, over 7419.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005158, over 22.00 utterances.], tot_loss[loss=0.1004, over 1465976.30 frames. utt_duration=1244 frames, utt_pad_proportion=0.05943, over 4720.06 utterances.], batch size: 22, lr: 3.45e-04
2022-11-23 23:42:36,870 INFO [train.py:818] (0/4) Epoch 16, batch 6650, loss[loss=0.06654, over 7322.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006775, over 18.00 utterances.], tot_loss[loss=0.09975, over 1465172.83 frames. utt_duration=1245 frames, utt_pad_proportion=0.0593, over 4714.24 utterances.], batch size: 18, lr: 3.45e-04
2022-11-23 23:43:14,503 INFO [train.py:818] (0/4) Epoch 16, batch 6700, loss[loss=0.08513, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006522, over 22.00 utterances.], tot_loss[loss=0.09973, over 1465624.85 frames. utt_duration=1210 frames, utt_pad_proportion=0.06765, over 4851.43 utterances.], batch size: 22, lr: 3.45e-04
2022-11-23 23:43:51,145 INFO [train.py:818] (0/4) Epoch 16, batch 6750, loss[loss=0.06036, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006739, over 21.00 utterances.], tot_loss[loss=0.09931, over 1464591.65 frames. utt_duration=1237 frames, utt_pad_proportion=0.05895, over 4740.97 utterances.], batch size: 21, lr: 3.45e-04
2022-11-23 23:44:28,187 INFO [train.py:818] (0/4) Epoch 16, batch 6800, loss[loss=0.1109, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006692, over 21.00 utterances.], tot_loss[loss=0.098, over 1464809.91 frames. utt_duration=1253 frames, utt_pad_proportion=0.05525, over 4681.40 utterances.], batch size: 21, lr: 3.45e-04
2022-11-23 23:45:06,508 INFO [train.py:818] (0/4) Epoch 16, batch 6850, loss[loss=0.08361, over 7108.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005105, over 18.00 utterances.], tot_loss[loss=0.09988, over 1465317.48 frames. utt_duration=1217 frames, utt_pad_proportion=0.06846, over 4820.81 utterances.], batch size: 18, lr: 3.45e-04
2022-11-23 23:45:45,255 INFO [train.py:818] (0/4) Epoch 16, batch 6900, loss[loss=0.1128, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01258, over 24.00 utterances.], tot_loss[loss=0.1023, over 1465473.29 frames. utt_duration=1159 frames, utt_pad_proportion=0.08423, over 5062.43 utterances.], batch size: 24, lr: 3.45e-04
2022-11-23 23:46:22,600 INFO [train.py:818] (0/4) Epoch 16, batch 6950, loss[loss=0.09988, over 7451.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01133, over 17.00 utterances.], tot_loss[loss=0.102, over 1464862.99 frames. utt_duration=1201 frames, utt_pad_proportion=0.07429, over 4884.44 utterances.], batch size: 17, lr: 3.45e-04
2022-11-23 23:46:59,018 INFO [train.py:818] (0/4) Epoch 16, batch 7000, loss[loss=0.1254, over 7443.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.008817, over 17.00 utterances.], tot_loss[loss=0.1016, over 1465358.35 frames. utt_duration=1198 frames, utt_pad_proportion=0.07508, over 4897.40 utterances.], batch size: 17, lr: 3.45e-04
2022-11-23 23:47:36,779 INFO [train.py:818] (0/4) Epoch 16, batch 7050, loss[loss=0.08345, over 7174.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008184, over 21.00 utterances.], tot_loss[loss=0.1018, over 1466097.81 frames. utt_duration=1184 frames, utt_pad_proportion=0.08158, over 4959.24 utterances.], batch size: 21, lr: 3.45e-04
2022-11-23 23:48:14,145 INFO [train.py:818] (0/4) Epoch 16, batch 7100, loss[loss=0.08097, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.004593, over 22.00 utterances.], tot_loss[loss=0.1018, over 1465793.24 frames. utt_duration=1202 frames, utt_pad_proportion=0.07604, over 4885.36 utterances.], batch size: 22, lr: 3.45e-04
2022-11-23 23:48:52,543 INFO [train.py:818] (0/4) Epoch 16, batch 7150, loss[loss=0.1624, over 7456.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01325, over 24.00 utterances.], tot_loss[loss=0.1014, over 1466579.42 frames. utt_duration=1210 frames, utt_pad_proportion=0.07156, over 4854.47 utterances.], batch size: 24, lr: 3.45e-04
2022-11-23 23:49:30,349 INFO [train.py:818] (0/4) Epoch 16, batch 7200, loss[loss=0.1222, over 7275.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03525, over 27.00 utterances.], tot_loss[loss=0.101, over 1465649.67 frames. utt_duration=1227 frames, utt_pad_proportion=0.06966, over 4782.95 utterances.], batch size: 27, lr: 3.45e-04
2022-11-23 23:50:08,044 INFO [train.py:818] (0/4) Epoch 16, batch 7250, loss[loss=0.1087, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006734, over 21.00 utterances.], tot_loss[loss=0.1018, over 1465242.75 frames. utt_duration=1206 frames, utt_pad_proportion=0.0758, over 4864.92 utterances.], batch size: 21, lr: 3.45e-04
2022-11-23 23:50:45,314 INFO [train.py:818] (0/4) Epoch 16, batch 7300, loss[loss=0.1338, over 7438.00 frames. utt_duration=403.6 frames, utt_pad_proportion=0.3674, over 74.00 utterances.], tot_loss[loss=0.1013, over 1465009.29 frames. utt_duration=1198 frames, utt_pad_proportion=0.07795, over 4897.79 utterances.], batch size: 74, lr: 3.45e-04
2022-11-23 23:51:23,328 INFO [train.py:818] (0/4) Epoch 16, batch 7350, loss[loss=0.1492, over 7468.00 frames. utt_duration=410.7 frames, utt_pad_proportion=0.3583, over 73.00 utterances.], tot_loss[loss=0.1009, over 1464314.66 frames. utt_duration=1221 frames, utt_pad_proportion=0.07123, over 4801.67 utterances.], batch size: 73, lr: 3.44e-04
2022-11-23 23:51:59,693 INFO [train.py:818] (0/4) Epoch 16, batch 7400, loss[loss=0.07606, over 7241.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01441, over 24.00 utterances.], tot_loss[loss=0.1001, over 1464405.80 frames. utt_duration=1228 frames, utt_pad_proportion=0.06639, over 4774.92 utterances.], batch size: 24, lr: 3.44e-04
2022-11-23 23:52:38,204 INFO [train.py:818] (0/4) Epoch 16, batch 7450, loss[loss=0.1047, over 7198.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.005966, over 18.00 utterances.], tot_loss[loss=0.1005, over 1465051.87 frames. utt_duration=1207 frames, utt_pad_proportion=0.07168, over 4863.02 utterances.], batch size: 18, lr: 3.44e-04
2022-11-23 23:53:15,060 INFO [train.py:818] (0/4) Epoch 16, batch 7500, loss[loss=0.06768, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008226, over 17.00 utterances.], tot_loss[loss=0.1001, over 1464931.33 frames. utt_duration=1247 frames, utt_pad_proportion=0.06193, over 4706.10 utterances.], batch size: 17, lr: 3.44e-04
2022-11-23 23:53:51,471 INFO [train.py:818] (0/4) Epoch 16, batch 7550, loss[loss=0.09586, over 7449.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006961, over 18.00 utterances.], tot_loss[loss=0.09941, over 1465266.51 frames. utt_duration=1226 frames, utt_pad_proportion=0.06942, over 4787.67 utterances.], batch size: 18, lr: 3.44e-04
2022-11-23 23:54:29,173 INFO [train.py:818] (0/4) Epoch 16, batch 7600, loss[loss=0.0932, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005957, over 21.00 utterances.], tot_loss[loss=0.09873, over 1465564.36 frames. utt_duration=1248 frames, utt_pad_proportion=0.06513, over 4702.42 utterances.], batch size: 21, lr: 3.44e-04
2022-11-23 23:55:05,760 INFO [train.py:818] (0/4) Epoch 16, batch 7650, loss[loss=0.08956, over 7265.00 frames. utt_duration=970.2 frames, utt_pad_proportion=0.05985, over 30.00 utterances.], tot_loss[loss=0.1004, over 1464722.72 frames. utt_duration=1232 frames, utt_pad_proportion=0.06447, over 4759.69 utterances.], batch size: 30, lr: 3.44e-04
2022-11-23 23:55:43,057 INFO [train.py:818] (0/4) Epoch 16, batch 7700, loss[loss=0.1218, over 7347.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008595, over 23.00 utterances.], tot_loss[loss=0.102, over 1464446.64 frames. utt_duration=1196 frames, utt_pad_proportion=0.07721, over 4902.67 utterances.], batch size: 23, lr: 3.44e-04
2022-11-23 23:56:21,264 INFO [train.py:818] (0/4) Epoch 16, batch 7750, loss[loss=0.088, over 7301.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.00419, over 19.00 utterances.], tot_loss[loss=0.1012, over 1465177.38 frames. utt_duration=1198 frames, utt_pad_proportion=0.07667, over 4898.70 utterances.], batch size: 19, lr: 3.44e-04
2022-11-23 23:56:59,534 INFO [train.py:818] (0/4) Epoch 16, batch 7800, loss[loss=0.137, over 7473.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.005352, over 20.00 utterances.], tot_loss[loss=0.1022, over 1465123.42 frames. utt_duration=1173 frames, utt_pad_proportion=0.08126, over 5002.69 utterances.], batch size: 20, lr: 3.44e-04
2022-11-23 23:57:36,832 INFO [train.py:818] (0/4) Epoch 16, batch 7850, loss[loss=0.09825, over 7365.00 frames. utt_duration=951.8 frames, utt_pad_proportion=0.07415, over 31.00 utterances.], tot_loss[loss=0.1021, over 1464524.21 frames. utt_duration=1176 frames, utt_pad_proportion=0.07798, over 4987.18 utterances.], batch size: 31, lr: 3.44e-04
2022-11-23 23:58:14,235 INFO [train.py:818] (0/4) Epoch 16, batch 7900, loss[loss=0.1164, over 7472.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006048, over 21.00 utterances.], tot_loss[loss=0.1007, over 1464537.07 frames. utt_duration=1199 frames, utt_pad_proportion=0.07093, over 4892.62 utterances.], batch size: 21, lr: 3.44e-04
2022-11-23 23:58:51,018 INFO [train.py:818] (0/4) Epoch 16, batch 7950, loss[loss=0.1014, over 7422.00 frames. utt_duration=959.1 frames, utt_pad_proportion=0.07247, over 31.00 utterances.], tot_loss[loss=0.09925, over 1464840.83 frames. utt_duration=1220 frames, utt_pad_proportion=0.06575, over 4806.70 utterances.], batch size: 31, lr: 3.44e-04
2022-11-23 23:59:28,658 INFO [train.py:818] (0/4) Epoch 16, batch 8000, loss[loss=0.1502, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007152, over 22.00 utterances.], tot_loss[loss=0.0996, over 1465220.60 frames. utt_duration=1216 frames, utt_pad_proportion=0.0671, over 4825.30 utterances.], batch size: 22, lr: 3.44e-04
2022-11-24 00:00:06,362 INFO [train.py:818] (0/4) Epoch 16, batch 8050, loss[loss=0.1283, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005791, over 21.00 utterances.], tot_loss[loss=0.1005, over 1464806.88 frames. utt_duration=1220 frames, utt_pad_proportion=0.06486, over 4810.12 utterances.], batch size: 21, lr: 3.44e-04
2022-11-24 00:00:42,792 INFO [train.py:818] (0/4) Epoch 16, batch 8100, loss[loss=0.1023, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005478, over 19.00 utterances.], tot_loss[loss=0.1001, over 1465860.93 frames. utt_duration=1212 frames, utt_pad_proportion=0.06425, over 4842.33 utterances.], batch size: 19, lr: 3.44e-04
2022-11-24 00:01:20,485 INFO [train.py:818] (0/4) Epoch 16, batch 8150, loss[loss=0.05855, over 7378.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.005855, over 19.00 utterances.], tot_loss[loss=0.1002, over 1465060.53 frames. utt_duration=1213 frames, utt_pad_proportion=0.06626, over 4838.52 utterances.], batch size: 19, lr: 3.43e-04
2022-11-24 00:01:58,482 INFO [train.py:818] (0/4) Epoch 16, batch 8200, loss[loss=0.08334, over 7290.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.006331, over 20.00 utterances.], tot_loss[loss=0.1009, over 1464535.14 frames. utt_duration=1187 frames, utt_pad_proportion=0.07818, over 4942.34 utterances.], batch size: 20, lr: 3.43e-04
2022-11-24 00:02:36,058 INFO [train.py:818] (0/4) Epoch 16, batch 8250, loss[loss=0.06912, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006657, over 19.00 utterances.], tot_loss[loss=0.1008, over 1464980.92 frames. utt_duration=1200 frames, utt_pad_proportion=0.07405, over 4888.46 utterances.], batch size: 19, lr: 3.43e-04
2022-11-24 00:03:14,294 INFO [train.py:818] (0/4) Epoch 16, batch 8300, loss[loss=0.1185, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005085, over 21.00 utterances.], tot_loss[loss=0.101, over 1464576.66 frames. utt_duration=1204 frames, utt_pad_proportion=0.0715, over 4871.75 utterances.], batch size: 21, lr: 3.43e-04
2022-11-24 00:03:50,874 INFO [train.py:818] (0/4) Epoch 16, batch 8350, loss[loss=0.1577, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006653, over 20.00 utterances.], tot_loss[loss=0.102, over 1465433.95 frames. utt_duration=1177 frames, utt_pad_proportion=0.08142, over 4985.64 utterances.], batch size: 20, lr: 3.43e-04
2022-11-24 00:04:28,491 INFO [train.py:818] (0/4) Epoch 16, batch 8400, loss[loss=0.06199, over 7309.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008805, over 17.00 utterances.], tot_loss[loss=0.1017, over 1465889.12 frames. utt_duration=1179 frames, utt_pad_proportion=0.07915, over 4978.15 utterances.], batch size: 17, lr: 3.43e-04
2022-11-24 00:05:05,298 INFO [train.py:818] (0/4) Epoch 16, batch 8450, loss[loss=0.09354, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004793, over 20.00 utterances.], tot_loss[loss=0.1001, over 1466464.11 frames. utt_duration=1190 frames, utt_pad_proportion=0.07658, over 4936.15 utterances.], batch size: 20, lr: 3.43e-04
2022-11-24 00:05:41,882 INFO [train.py:818] (0/4) Epoch 16, batch 8500, loss[loss=0.1064, over 7349.00 frames. utt_duration=775.1 frames, utt_pad_proportion=0.1162, over 38.00 utterances.], tot_loss[loss=0.09899, over 1466931.95 frames. utt_duration=1198 frames, utt_pad_proportion=0.07428, over 4902.85 utterances.], batch size: 38, lr: 3.43e-04
2022-11-24 00:06:18,768 INFO [train.py:818] (0/4) Epoch 16, batch 8550, loss[loss=0.1154, over 7414.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007787, over 22.00 utterances.], tot_loss[loss=0.09935, over 1466769.67 frames. utt_duration=1200 frames, utt_pad_proportion=0.07305, over 4896.09 utterances.], batch size: 22, lr: 3.43e-04
2022-11-24 00:06:56,701 INFO [train.py:818] (0/4) Epoch 16, batch 8600, loss[loss=0.1129, over 7231.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01587, over 24.00 utterances.], tot_loss[loss=0.09945, over 1466744.05 frames. utt_duration=1197 frames, utt_pad_proportion=0.0769, over 4907.51 utterances.], batch size: 24, lr: 3.43e-04
2022-11-24 00:07:33,047 INFO [train.py:818] (0/4) Epoch 16, batch 8650, loss[loss=0.07373, over 7156.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009026, over 17.00 utterances.], tot_loss[loss=0.1009, over 1466937.28 frames. utt_duration=1177 frames, utt_pad_proportion=0.08087, over 4993.57 utterances.], batch size: 17, lr: 3.43e-04
2022-11-24 00:08:09,843 INFO [train.py:818] (0/4) Epoch 16, batch 8700, loss[loss=0.1658, over 7420.00 frames. utt_duration=413.7 frames, utt_pad_proportion=0.3556, over 72.00 utterances.], tot_loss[loss=0.1004, over 1466524.40 frames. utt_duration=1177 frames, utt_pad_proportion=0.08364, over 4990.97 utterances.], batch size: 72, lr: 3.43e-04
2022-11-24 00:08:45,879 INFO [train.py:818] (0/4) Epoch 16, batch 8750, loss[loss=0.09762, over 7301.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.006358, over 22.00 utterances.], tot_loss[loss=0.101, over 1467346.80 frames. utt_duration=1198 frames, utt_pad_proportion=0.07448, over 4905.49 utterances.], batch size: 22, lr: 3.43e-04
2022-11-24 00:09:22,576 INFO [train.py:818] (0/4) Epoch 16, batch 8800, loss[loss=0.1336, over 7322.00 frames. utt_duration=413.9 frames, utt_pad_proportion=0.3441, over 71.00 utterances.], tot_loss[loss=0.1013, over 1467744.20 frames. utt_duration=1190 frames, utt_pad_proportion=0.07566, over 4940.85 utterances.], batch size: 71, lr: 3.43e-04
2022-11-24 00:09:58,602 INFO [train.py:818] (0/4) Epoch 16, batch 8850, loss[loss=0.07532, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006736, over 19.00 utterances.], tot_loss[loss=0.09961, over 1467407.13 frames. utt_duration=1212 frames, utt_pad_proportion=0.06879, over 4850.76 utterances.], batch size: 19, lr: 3.43e-04
2022-11-24 00:10:37,908 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-16.pt
2022-11-24 00:11:20,885 INFO [train.py:818] (0/4) Epoch 17, batch 0, loss[loss=0.0878, over 7173.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.00808, over 21.00 utterances.], tot_loss[loss=0.0878, over 7173.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.00808, over 21.00 utterances.], batch size: 21, lr: 3.33e-04
2022-11-24 00:11:57,505 INFO [train.py:818] (0/4) Epoch 17, batch 50, loss[loss=0.08593, over 7165.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.006305, over 17.00 utterances.], tot_loss[loss=0.08724, over 330714.99 frames. utt_duration=1213 frames, utt_pad_proportion=0.06708, over 1091.92 utterances.], batch size: 17, lr: 3.33e-04
2022-11-24 00:12:33,305 INFO [train.py:818] (0/4) Epoch 17, batch 100, loss[loss=0.1085, over 7467.00 frames. utt_duration=416.2 frames, utt_pad_proportion=0.3456, over 72.00 utterances.], tot_loss[loss=0.08667, over 582252.41 frames. utt_duration=1178 frames, utt_pad_proportion=0.07342, over 1979.96 utterances.], batch size: 72, lr: 3.33e-04
2022-11-24 00:13:11,941 INFO [train.py:818] (0/4) Epoch 17, batch 150, loss[loss=0.08133, over 7298.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03449, over 27.00 utterances.], tot_loss[loss=0.08613, over 779559.27 frames. utt_duration=1159 frames, utt_pad_proportion=0.08313, over 2694.01 utterances.], batch size: 27, lr: 3.33e-04
2022-11-24 00:13:48,250 INFO [train.py:818] (0/4) Epoch 17, batch 200, loss[loss=0.1077, over 7487.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02364, over 26.00 utterances.], tot_loss[loss=0.08495, over 931631.58 frames. utt_duration=1201 frames, utt_pad_proportion=0.0702, over 3107.29 utterances.], batch size: 26, lr: 3.33e-04
2022-11-24 00:14:24,657 INFO [train.py:818] (0/4) Epoch 17, batch 250, loss[loss=0.06664, over 7203.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00538, over 19.00 utterances.], tot_loss[loss=0.08462, over 1050176.05 frames. utt_duration=1220 frames, utt_pad_proportion=0.06608, over 3447.38 utterances.], batch size: 19, lr: 3.33e-04
2022-11-24 00:15:01,243 INFO [train.py:818] (0/4) Epoch 17, batch 300, loss[loss=0.08064, over 7177.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007631, over 21.00 utterances.], tot_loss[loss=0.08503, over 1142595.32 frames. utt_duration=1211 frames, utt_pad_proportion=0.06963, over 3779.53 utterances.], batch size: 21, lr: 3.33e-04
2022-11-24 00:15:37,801 INFO [train.py:818] (0/4) Epoch 17, batch 350, loss[loss=0.07233, over 7458.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.006225, over 18.00 utterances.], tot_loss[loss=0.08366, over 1213244.88 frames. utt_duration=1221 frames, utt_pad_proportion=0.07123, over 3980.47 utterances.], batch size: 18, lr: 3.33e-04
2022-11-24 00:16:15,091 INFO [train.py:818] (0/4) Epoch 17, batch 400, loss[loss=0.09415, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008548, over 22.00 utterances.], tot_loss[loss=0.08329, over 1268198.39 frames. utt_duration=1250 frames, utt_pad_proportion=0.06328, over 4064.63 utterances.], batch size: 22, lr: 3.33e-04
2022-11-24 00:16:51,621 INFO [train.py:818] (0/4) Epoch 17, batch 450, loss[loss=0.04641, over 7300.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01053, over 17.00 utterances.], tot_loss[loss=0.08224, over 1312432.39 frames. utt_duration=1275 frames, utt_pad_proportion=0.05314, over 4122.74 utterances.], batch size: 17, lr: 3.33e-04
2022-11-24 00:17:26,901 INFO [train.py:818] (0/4) Epoch 17, batch 500, loss[loss=0.09782, over 7236.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01435, over 24.00 utterances.], tot_loss[loss=0.08162, over 1346731.67 frames. utt_duration=1280 frames, utt_pad_proportion=0.04958, over 4212.04 utterances.], batch size: 24, lr: 3.33e-04
2022-11-24 00:18:04,953 INFO [train.py:818] (0/4) Epoch 17, batch 550, loss[loss=0.09205, over 7227.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01628, over 24.00 utterances.], tot_loss[loss=0.08262, over 1372059.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.05249, over 4295.13 utterances.], batch size: 24, lr: 3.32e-04
2022-11-24 00:18:40,727 INFO [train.py:818] (0/4) Epoch 17, batch 600, loss[loss=0.0687, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007232, over 18.00 utterances.], tot_loss[loss=0.0815, over 1393451.62 frames. utt_duration=1302 frames, utt_pad_proportion=0.04801, over 4285.58 utterances.], batch size: 18, lr: 3.32e-04
2022-11-24 00:19:16,807 INFO [train.py:818] (0/4) Epoch 17, batch 650, loss[loss=0.1023, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00592, over 19.00 utterances.], tot_loss[loss=0.08104, over 1408924.73 frames. utt_duration=1311 frames, utt_pad_proportion=0.04345, over 4304.37 utterances.], batch size: 19, lr: 3.32e-04
2022-11-24 00:19:55,101 INFO [train.py:818] (0/4) Epoch 17, batch 700, loss[loss=0.04929, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006569, over 20.00 utterances.], tot_loss[loss=0.08005, over 1422520.77 frames. utt_duration=1309 frames, utt_pad_proportion=0.04319, over 4353.03 utterances.], batch size: 20, lr: 3.32e-04
2022-11-24 00:20:30,901 INFO [train.py:818] (0/4) Epoch 17, batch 750, loss[loss=0.06346, over 7294.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006022, over 19.00 utterances.], tot_loss[loss=0.07907, over 1430764.04 frames. utt_duration=1328 frames, utt_pad_proportion=0.03754, over 4314.13 utterances.], batch size: 19, lr: 3.32e-04
2022-11-24 00:21:07,031 INFO [train.py:818] (0/4) Epoch 17, batch 800, loss[loss=0.05837, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01426, over 24.00 utterances.], tot_loss[loss=0.07935, over 1438392.86 frames. utt_duration=1308 frames, utt_pad_proportion=0.04468, over 4404.56 utterances.], batch size: 24, lr: 3.32e-04
2022-11-24 00:21:44,658 INFO [train.py:818] (0/4) Epoch 17, batch 850, loss[loss=0.05901, over 7433.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008098, over 18.00 utterances.], tot_loss[loss=0.08024, over 1443494.01 frames. utt_duration=1304 frames, utt_pad_proportion=0.0431, over 4434.65 utterances.], batch size: 18, lr: 3.32e-04
2022-11-24 00:22:19,870 INFO [train.py:818] (0/4) Epoch 17, batch 900, loss[loss=0.04668, over 7431.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.006047, over 18.00 utterances.], tot_loss[loss=0.08117, over 1448996.06 frames. utt_duration=1318 frames, utt_pad_proportion=0.03901, over 4401.21 utterances.], batch size: 18, lr: 3.32e-04
2022-11-24 00:22:56,341 INFO [train.py:818] (0/4) Epoch 17, batch 950, loss[loss=0.07092, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005849, over 21.00 utterances.], tot_loss[loss=0.08114, over 1452333.43 frames. utt_duration=1320 frames, utt_pad_proportion=0.03635, over 4404.89 utterances.], batch size: 21, lr: 3.32e-04
2022-11-24 00:23:34,383 INFO [train.py:818] (0/4) Epoch 17, batch 1000, loss[loss=0.0544, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005545, over 19.00 utterances.], tot_loss[loss=0.08132, over 1455108.08 frames. utt_duration=1317 frames, utt_pad_proportion=0.03874, over 4423.97 utterances.], batch size: 19, lr: 3.32e-04
2022-11-24 00:24:10,170 INFO [train.py:818] (0/4) Epoch 17, batch 1050, loss[loss=0.1006, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0142, over 24.00 utterances.], tot_loss[loss=0.08188, over 1458868.01 frames. utt_duration=1314 frames, utt_pad_proportion=0.03955, over 4447.28 utterances.], batch size: 24, lr: 3.32e-04
2022-11-24 00:24:45,779 INFO [train.py:818] (0/4) Epoch 17, batch 1100, loss[loss=0.04781, over 7291.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006569, over 20.00 utterances.], tot_loss[loss=0.08256, over 1461672.73 frames. utt_duration=1307 frames, utt_pad_proportion=0.03995, over 4479.08 utterances.], batch size: 20, lr: 3.32e-04
2022-11-24 00:25:23,448 INFO [train.py:818] (0/4) Epoch 17, batch 1150, loss[loss=0.08057, over 7475.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01234, over 24.00 utterances.], tot_loss[loss=0.08244, over 1461874.35 frames. utt_duration=1289 frames, utt_pad_proportion=0.04596, over 4541.82 utterances.], batch size: 24, lr: 3.32e-04
2022-11-24 00:25:59,094 INFO [train.py:818] (0/4) Epoch 17, batch 1200, loss[loss=0.09939, over 7205.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00507, over 19.00 utterances.], tot_loss[loss=0.08318, over 1462256.33 frames. utt_duration=1238 frames, utt_pad_proportion=0.06173, over 4730.21 utterances.], batch size: 19, lr: 3.32e-04
2022-11-24 00:26:35,317 INFO [train.py:818] (0/4) Epoch 17, batch 1250, loss[loss=0.06312, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007121, over 19.00 utterances.], tot_loss[loss=0.08264, over 1463953.50 frames. utt_duration=1262 frames, utt_pad_proportion=0.05395, over 4645.56 utterances.], batch size: 19, lr: 3.32e-04
2022-11-24 00:27:12,938 INFO [train.py:818] (0/4) Epoch 17, batch 1300, loss[loss=0.06623, over 7217.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01368, over 24.00 utterances.], tot_loss[loss=0.08241, over 1464750.49 frames. utt_duration=1270 frames, utt_pad_proportion=0.05178, over 4618.64 utterances.], batch size: 24, lr: 3.32e-04
2022-11-24 00:27:48,760 INFO [train.py:818] (0/4) Epoch 17, batch 1350, loss[loss=0.07125, over 7410.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007029, over 22.00 utterances.], tot_loss[loss=0.08192, over 1464335.19 frames. utt_duration=1282 frames, utt_pad_proportion=0.04817, over 4572.56 utterances.], batch size: 22, lr: 3.32e-04
2022-11-24 00:28:25,516 INFO [train.py:818] (0/4) Epoch 17, batch 1400, loss[loss=0.06664, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006128, over 19.00 utterances.], tot_loss[loss=0.08092, over 1465780.24 frames. utt_duration=1283 frames, utt_pad_proportion=0.04832, over 4576.67 utterances.], batch size: 19, lr: 3.31e-04
2022-11-24 00:29:03,402 INFO [train.py:818] (0/4) Epoch 17, batch 1450, loss[loss=0.094, over 7386.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005818, over 21.00 utterances.], tot_loss[loss=0.08216, over 1465191.66 frames. utt_duration=1277 frames, utt_pad_proportion=0.04992, over 4594.06 utterances.], batch size: 21, lr: 3.31e-04
2022-11-24 00:29:39,201 INFO [train.py:818] (0/4) Epoch 17, batch 1500, loss[loss=0.1042, over 7329.00 frames. utt_duration=432.6 frames, utt_pad_proportion=0.3273, over 68.00 utterances.], tot_loss[loss=0.08322, over 1465896.32 frames. utt_duration=1259 frames, utt_pad_proportion=0.05258, over 4661.84 utterances.], batch size: 68, lr: 3.31e-04
2022-11-24 00:30:15,860 INFO [train.py:818] (0/4) Epoch 17, batch 1550, loss[loss=0.09791, over 7455.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.0166, over 24.00 utterances.], tot_loss[loss=0.0838, over 1465202.21 frames. utt_duration=1268 frames, utt_pad_proportion=0.05199, over 4628.74 utterances.], batch size: 24, lr: 3.31e-04
2022-11-24 00:30:52,156 INFO [train.py:818] (0/4) Epoch 17, batch 1600, loss[loss=0.07648, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005508, over 19.00 utterances.], tot_loss[loss=0.08366, over 1465028.93 frames. utt_duration=1264 frames, utt_pad_proportion=0.05097, over 4643.38 utterances.], batch size: 19, lr: 3.31e-04
2022-11-24 00:31:29,656 INFO [train.py:818] (0/4) Epoch 17, batch 1650, loss[loss=0.08799, over 7475.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.01244, over 23.00 utterances.], tot_loss[loss=0.08375, over 1465057.67 frames. utt_duration=1253 frames, utt_pad_proportion=0.0534, over 4684.13 utterances.], batch size: 23, lr: 3.31e-04
2022-11-24 00:32:04,899 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-144000.pt
2022-11-24 00:32:17,471 INFO [train.py:818] (0/4) Epoch 17, batch 1700, loss[loss=0.0766, over 7379.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006523, over 20.00 utterances.], tot_loss[loss=0.08285, over 1464682.54 frames. utt_duration=1278 frames, utt_pad_proportion=0.05054, over 4590.40 utterances.], batch size: 20, lr: 3.31e-04
2022-11-24 00:32:53,615 INFO [train.py:818] (0/4) Epoch 17, batch 1750, loss[loss=0.08808, over 7466.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00638, over 21.00 utterances.], tot_loss[loss=0.08286, over 1464584.47 frames. utt_duration=1267 frames, utt_pad_proportion=0.0545, over 4630.86 utterances.], batch size: 21, lr: 3.31e-04
2022-11-24 00:33:30,077 INFO [train.py:818] (0/4) Epoch 17, batch 1800, loss[loss=0.09023, over 7307.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.00797, over 18.00 utterances.], tot_loss[loss=0.08348, over 1463816.12 frames. utt_duration=1264 frames, utt_pad_proportion=0.05532, over 4636.74 utterances.], batch size: 18, lr: 3.31e-04
2022-11-24 00:34:06,691 INFO [train.py:818] (0/4) Epoch 17, batch 1850, loss[loss=0.07701, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007134, over 18.00 utterances.], tot_loss[loss=0.08398, over 1464667.28 frames. utt_duration=1253 frames, utt_pad_proportion=0.05755, over 4682.64 utterances.], batch size: 18, lr: 3.31e-04
2022-11-24 00:34:43,586 INFO [train.py:818] (0/4) Epoch 17, batch 1900, loss[loss=0.101, over 7463.00 frames. utt_duration=421.9 frames, utt_pad_proportion=0.3377, over 71.00 utterances.], tot_loss[loss=0.08404, over 1464290.93 frames. utt_duration=1269 frames, utt_pad_proportion=0.05459, over 4622.56 utterances.], batch size: 71, lr: 3.31e-04
2022-11-24 00:35:19,454 INFO [train.py:818] (0/4) Epoch 17, batch 1950, loss[loss=0.1211, over 7472.00 frames. utt_duration=422.5 frames, utt_pad_proportion=0.342, over 71.00 utterances.], tot_loss[loss=0.08381, over 1463478.84 frames. utt_duration=1248 frames, utt_pad_proportion=0.06185, over 4696.97 utterances.], batch size: 71, lr: 3.31e-04
2022-11-24 00:35:58,220 INFO [train.py:818] (0/4) Epoch 17, batch 2000, loss[loss=0.06731, over 7295.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005888, over 20.00 utterances.], tot_loss[loss=0.08449, over 1463893.20 frames. utt_duration=1253 frames, utt_pad_proportion=0.06083, over 4677.46 utterances.], batch size: 20, lr: 3.31e-04
2022-11-24 00:36:33,704 INFO [train.py:818] (0/4) Epoch 17, batch 2050, loss[loss=0.06969, over 7285.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.03446, over 16.00 utterances.], tot_loss[loss=0.08381, over 1462986.44 frames. utt_duration=1259 frames, utt_pad_proportion=0.05551, over 4652.56 utterances.], batch size: 16, lr: 3.31e-04
2022-11-24 00:37:10,214 INFO [train.py:818] (0/4) Epoch 17, batch 2100, loss[loss=0.08381, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005894, over 19.00 utterances.], tot_loss[loss=0.08356, over 1463846.04 frames. utt_duration=1253 frames, utt_pad_proportion=0.05877, over 4678.77 utterances.], batch size: 19, lr: 3.31e-04
2022-11-24 00:37:47,142 INFO [train.py:818] (0/4) Epoch 17, batch 2150, loss[loss=0.08658, over 7251.00 frames. utt_duration=1210 frames, utt_pad_proportion=0.01312, over 24.00 utterances.], tot_loss[loss=0.08186, over 1464669.61 frames. utt_duration=1269 frames, utt_pad_proportion=0.05207, over 4623.46 utterances.], batch size: 24, lr: 3.31e-04
2022-11-24 00:38:23,223 INFO [train.py:818] (0/4) Epoch 17, batch 2200, loss[loss=0.04972, over 7302.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.0106, over 18.00 utterances.], tot_loss[loss=0.08181, over 1465358.31 frames. utt_duration=1276 frames, utt_pad_proportion=0.04866, over 4598.17 utterances.], batch size: 18, lr: 3.31e-04
2022-11-24 00:38:59,292 INFO [train.py:818] (0/4) Epoch 17, batch 2250, loss[loss=0.08951, over 7174.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007839, over 21.00 utterances.], tot_loss[loss=0.08248, over 1465331.81 frames. utt_duration=1291 frames, utt_pad_proportion=0.04302, over 4544.96 utterances.], batch size: 21, lr: 3.31e-04
2022-11-24 00:39:37,151 INFO [train.py:818] (0/4) Epoch 17, batch 2300, loss[loss=0.06235, over 7201.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005449, over 19.00 utterances.], tot_loss[loss=0.0827, over 1465100.69 frames. utt_duration=1303 frames, utt_pad_proportion=0.03951, over 4503.53 utterances.], batch size: 19, lr: 3.30e-04
2022-11-24 00:40:13,532 INFO [train.py:818] (0/4) Epoch 17, batch 2350, loss[loss=0.1027, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006388, over 21.00 utterances.], tot_loss[loss=0.08244, over 1463399.02 frames. utt_duration=1301 frames, utt_pad_proportion=0.03923, over 4503.30 utterances.], batch size: 21, lr: 3.30e-04
2022-11-24 00:40:50,329 INFO [train.py:818] (0/4) Epoch 17, batch 2400, loss[loss=0.06335, over 7441.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.006799, over 18.00 utterances.], tot_loss[loss=0.08124, over 1464476.93 frames. utt_duration=1292 frames, utt_pad_proportion=0.04474, over 4540.03 utterances.], batch size: 18, lr: 3.30e-04
2022-11-24 00:41:27,697 INFO [train.py:818] (0/4) Epoch 17, batch 2450, loss[loss=0.07956, over 7487.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02414, over 26.00 utterances.], tot_loss[loss=0.08192, over 1465043.71 frames. utt_duration=1292 frames, utt_pad_proportion=0.04749, over 4542.19 utterances.], batch size: 26, lr: 3.30e-04
2022-11-24 00:42:03,123 INFO [train.py:818] (0/4) Epoch 17, batch 2500, loss[loss=0.07287, over 7194.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006519, over 19.00 utterances.], tot_loss[loss=0.0828, over 1464679.47 frames. utt_duration=1288 frames, utt_pad_proportion=0.04686, over 4555.56 utterances.], batch size: 19, lr: 3.30e-04
2022-11-24 00:42:40,807 INFO [train.py:818] (0/4) Epoch 17, batch 2550, loss[loss=0.08189, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007291, over 22.00 utterances.], tot_loss[loss=0.08275, over 1465745.76 frames. utt_duration=1277 frames, utt_pad_proportion=0.04594, over 4595.15 utterances.], batch size: 22, lr: 3.30e-04
2022-11-24 00:43:16,977 INFO [train.py:818] (0/4) Epoch 17, batch 2600, loss[loss=0.06756, over 7274.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.00709, over 21.00 utterances.], tot_loss[loss=0.08123, over 1465925.74 frames. utt_duration=1311 frames, utt_pad_proportion=0.03912, over 4476.23 utterances.], batch size: 21, lr: 3.30e-04
2022-11-24 00:43:52,638 INFO [train.py:818] (0/4) Epoch 17, batch 2650, loss[loss=0.1305, over 7272.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.06186, over 16.00 utterances.], tot_loss[loss=0.08185, over 1466022.00 frames. utt_duration=1311 frames, utt_pad_proportion=0.0406, over 4476.82 utterances.], batch size: 16, lr: 3.30e-04
2022-11-24 00:44:31,316 INFO [train.py:818] (0/4) Epoch 17, batch 2700, loss[loss=0.08349, over 7479.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006503, over 20.00 utterances.], tot_loss[loss=0.08215, over 1466732.18 frames. utt_duration=1275 frames, utt_pad_proportion=0.05242, over 4607.61 utterances.], batch size: 20, lr: 3.30e-04
2022-11-24 00:45:06,275 INFO [train.py:818] (0/4) Epoch 17, batch 2750, loss[loss=0.0907, over 7310.00 frames. utt_duration=976.1 frames, utt_pad_proportion=0.05322, over 30.00 utterances.], tot_loss[loss=0.08215, over 1467179.61 frames. utt_duration=1257 frames, utt_pad_proportion=0.05428, over 4674.57 utterances.], batch size: 30, lr: 3.30e-04
2022-11-24 00:45:42,338 INFO [train.py:818] (0/4) Epoch 17, batch 2800, loss[loss=0.04232, over 7393.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005578, over 20.00 utterances.], tot_loss[loss=0.08171, over 1467191.22 frames. utt_duration=1283 frames, utt_pad_proportion=0.04972, over 4581.09 utterances.], batch size: 20, lr: 3.30e-04
2022-11-24 00:46:19,396 INFO [train.py:818] (0/4) Epoch 17, batch 2850, loss[loss=0.06932, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007225, over 22.00 utterances.], tot_loss[loss=0.08122, over 1465708.56 frames. utt_duration=1293 frames, utt_pad_proportion=0.04658, over 4539.16 utterances.], batch size: 22, lr: 3.30e-04
2022-11-24 00:46:56,152 INFO [train.py:818] (0/4) Epoch 17, batch 2900, loss[loss=0.08958, over 7172.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008801, over 22.00 utterances.], tot_loss[loss=0.0815, over 1466191.22 frames. utt_duration=1277 frames, utt_pad_proportion=0.05242, over 4599.29 utterances.], batch size: 22, lr: 3.30e-04
2022-11-24 00:47:32,875 INFO [train.py:818] (0/4) Epoch 17, batch 2950, loss[loss=0.05742, over 7430.00 frames. utt_duration=1652 frames, utt_pad_proportion=0.006978, over 18.00 utterances.], tot_loss[loss=0.08153, over 1465322.84 frames. utt_duration=1274 frames, utt_pad_proportion=0.05495, over 4604.79 utterances.], batch size: 18, lr: 3.30e-04
2022-11-24 00:48:11,786 INFO [train.py:818] (0/4) Epoch 17, batch 3000, loss[loss=0.07284, over 7191.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.007652, over 19.00 utterances.], tot_loss[loss=0.08082, over 1465567.79 frames. utt_duration=1271 frames, utt_pad_proportion=0.05444, over 4616.75 utterances.], batch size: 19, lr: 3.30e-04
2022-11-24 00:48:11,787 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 00:48:31,975 INFO [train.py:847] (0/4) Epoch 17, validation: loss=0.05011, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 00:49:07,769 INFO [train.py:818] (0/4) Epoch 17, batch 3050, loss[loss=0.06131, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004971, over 19.00 utterances.], tot_loss[loss=0.08155, over 1465892.31 frames. utt_duration=1267 frames, utt_pad_proportion=0.05748, over 4632.77 utterances.], batch size: 19, lr: 3.30e-04
2022-11-24 00:49:45,739 INFO [train.py:818] (0/4) Epoch 17, batch 3100, loss[loss=0.06162, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006112, over 21.00 utterances.], tot_loss[loss=0.0805, over 1465087.97 frames. utt_duration=1283 frames, utt_pad_proportion=0.05273, over 4572.97 utterances.], batch size: 21, lr: 3.30e-04
2022-11-24 00:50:21,638 INFO [train.py:818] (0/4) Epoch 17, batch 3150, loss[loss=0.08125, over 7475.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007001, over 20.00 utterances.], tot_loss[loss=0.0801, over 1465075.02 frames. utt_duration=1303 frames, utt_pad_proportion=0.04984, over 4502.65 utterances.], batch size: 20, lr: 3.29e-04
2022-11-24 00:50:59,441 INFO [train.py:818] (0/4) Epoch 17, batch 3200, loss[loss=0.08295, over 7279.00 frames. utt_duration=767.5 frames, utt_pad_proportion=0.1248, over 38.00 utterances.], tot_loss[loss=0.08071, over 1464693.71 frames. utt_duration=1251 frames, utt_pad_proportion=0.06529, over 4687.82 utterances.], batch size: 38, lr: 3.29e-04
2022-11-24 00:51:36,120 INFO [train.py:818] (0/4) Epoch 17, batch 3250, loss[loss=0.09012, over 7266.00 frames. utt_duration=1818 frames, utt_pad_proportion=0.02719, over 16.00 utterances.], tot_loss[loss=0.0811, over 1464701.91 frames. utt_duration=1253 frames, utt_pad_proportion=0.06324, over 4681.14 utterances.], batch size: 16, lr: 3.29e-04
2022-11-24 00:52:12,382 INFO [train.py:818] (0/4) Epoch 17, batch 3300, loss[loss=0.1326, over 7377.00 frames. utt_duration=411.5 frames, utt_pad_proportion=0.3591, over 72.00 utterances.], tot_loss[loss=0.08055, over 1464943.22 frames. utt_duration=1220 frames, utt_pad_proportion=0.07162, over 4809.68 utterances.], batch size: 72, lr: 3.29e-04
2022-11-24 00:52:48,628 INFO [train.py:818] (0/4) Epoch 17, batch 3350, loss[loss=0.06908, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006807, over 20.00 utterances.], tot_loss[loss=0.08013, over 1464557.19 frames. utt_duration=1244 frames, utt_pad_proportion=0.06499, over 4714.56 utterances.], batch size: 20, lr: 3.29e-04
2022-11-24 00:53:25,573 INFO [train.py:818] (0/4) Epoch 17, batch 3400, loss[loss=0.08065, over 7384.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006487, over 19.00 utterances.], tot_loss[loss=0.0802, over 1464156.34 frames. utt_duration=1264 frames, utt_pad_proportion=0.05836, over 4639.65 utterances.], batch size: 19, lr: 3.29e-04
2022-11-24 00:54:01,950 INFO [train.py:818] (0/4) Epoch 17, batch 3450, loss[loss=0.05791, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005313, over 21.00 utterances.], tot_loss[loss=0.0809, over 1463969.05 frames. utt_duration=1227 frames, utt_pad_proportion=0.06785, over 4780.14 utterances.], batch size: 21, lr: 3.29e-04
2022-11-24 00:54:39,993 INFO [train.py:818] (0/4) Epoch 17, batch 3500, loss[loss=0.05757, over 7385.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006285, over 19.00 utterances.], tot_loss[loss=0.07941, over 1465500.77 frames. utt_duration=1251 frames, utt_pad_proportion=0.05893, over 4692.78 utterances.], batch size: 19, lr: 3.29e-04
2022-11-24 00:55:16,712 INFO [train.py:818] (0/4) Epoch 17, batch 3550, loss[loss=0.06448, over 7206.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004966, over 20.00 utterances.], tot_loss[loss=0.08039, over 1464927.50 frames. utt_duration=1277 frames, utt_pad_proportion=0.05027, over 4592.86 utterances.], batch size: 20, lr: 3.29e-04
2022-11-24 00:55:52,533 INFO [train.py:818] (0/4) Epoch 17, batch 3600, loss[loss=0.1053, over 7420.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006121, over 22.00 utterances.], tot_loss[loss=0.08131, over 1465661.60 frames. utt_duration=1276 frames, utt_pad_proportion=0.05125, over 4600.67 utterances.], batch size: 22, lr: 3.29e-04
2022-11-24 00:56:32,096 INFO [train.py:818] (0/4) Epoch 17, batch 3650, loss[loss=0.08128, over 7207.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005514, over 18.00 utterances.], tot_loss[loss=0.08054, over 1465121.68 frames. utt_duration=1248 frames, utt_pad_proportion=0.06265, over 4702.88 utterances.], batch size: 18, lr: 3.29e-04
2022-11-24 00:57:08,187 INFO [train.py:818] (0/4) Epoch 17, batch 3700, loss[loss=0.1479, over 7365.00 frames. utt_duration=422.5 frames, utt_pad_proportion=0.3152, over 70.00 utterances.], tot_loss[loss=0.08256, over 1465089.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.06497, over 4760.62 utterances.], batch size: 70, lr: 3.29e-04
2022-11-24 00:57:43,565 INFO [train.py:818] (0/4) Epoch 17, batch 3750, loss[loss=0.09477, over 7291.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03674, over 27.00 utterances.], tot_loss[loss=0.08266, over 1465936.15 frames. utt_duration=1229 frames, utt_pad_proportion=0.06546, over 4776.02 utterances.], batch size: 27, lr: 3.29e-04
2022-11-24 00:58:21,776 INFO [train.py:818] (0/4) Epoch 17, batch 3800, loss[loss=0.056, over 7483.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01301, over 24.00 utterances.], tot_loss[loss=0.08102, over 1465004.23 frames. utt_duration=1252 frames, utt_pad_proportion=0.05982, over 4686.99 utterances.], batch size: 24, lr: 3.29e-04
2022-11-24 00:58:56,912 INFO [train.py:818] (0/4) Epoch 17, batch 3850, loss[loss=0.07821, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005013, over 20.00 utterances.], tot_loss[loss=0.0808, over 1464544.42 frames. utt_duration=1260 frames, utt_pad_proportion=0.05794, over 4654.92 utterances.], batch size: 20, lr: 3.29e-04
2022-11-24 00:59:32,871 INFO [train.py:818] (0/4) Epoch 17, batch 3900, loss[loss=0.09006, over 7194.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.005318, over 20.00 utterances.], tot_loss[loss=0.08115, over 1465126.61 frames. utt_duration=1282 frames, utt_pad_proportion=0.05032, over 4575.05 utterances.], batch size: 20, lr: 3.29e-04
2022-11-24 01:00:09,782 INFO [train.py:818] (0/4) Epoch 17, batch 3950, loss[loss=0.07903, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006029, over 20.00 utterances.], tot_loss[loss=0.08058, over 1465742.71 frames. utt_duration=1275 frames, utt_pad_proportion=0.05074, over 4602.13 utterances.], batch size: 20, lr: 3.29e-04
2022-11-24 01:00:45,968 INFO [train.py:818] (0/4) Epoch 17, batch 4000, loss[loss=0.1473, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006411, over 19.00 utterances.], tot_loss[loss=0.07999, over 1465395.72 frames. utt_duration=1292 frames, utt_pad_proportion=0.04682, over 4541.76 utterances.], batch size: 19, lr: 3.29e-04
2022-11-24 01:01:21,604 INFO [train.py:818] (0/4) Epoch 17, batch 4050, loss[loss=0.1231, over 7309.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03397, over 27.00 utterances.], tot_loss[loss=0.08076, over 1464522.53 frames. utt_duration=1295 frames, utt_pad_proportion=0.04591, over 4530.11 utterances.], batch size: 27, lr: 3.28e-04
2022-11-24 01:01:59,147 INFO [train.py:818] (0/4) Epoch 17, batch 4100, loss[loss=0.07295, over 7293.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005416, over 20.00 utterances.], tot_loss[loss=0.08214, over 1464641.34 frames. utt_duration=1293 frames, utt_pad_proportion=0.04545, over 4534.92 utterances.], batch size: 20, lr: 3.28e-04
2022-11-24 01:02:35,042 INFO [train.py:818] (0/4) Epoch 17, batch 4150, loss[loss=0.07372, over 7477.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01263, over 24.00 utterances.], tot_loss[loss=0.08339, over 1465675.93 frames. utt_duration=1316 frames, utt_pad_proportion=0.03984, over 4459.86 utterances.], batch size: 24, lr: 3.28e-04
2022-11-24 01:03:11,863 INFO [train.py:818] (0/4) Epoch 17, batch 4200, loss[loss=0.08349, over 7464.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01447, over 24.00 utterances.], tot_loss[loss=0.08423, over 1464626.09 frames. utt_duration=1332 frames, utt_pad_proportion=0.03427, over 4403.94 utterances.], batch size: 24, lr: 3.28e-04
2022-11-24 01:03:48,908 INFO [train.py:818] (0/4) Epoch 17, batch 4250, loss[loss=0.1444, over 7412.00 frames. utt_duration=958 frames, utt_pad_proportion=0.06897, over 31.00 utterances.], tot_loss[loss=0.08686, over 1463766.47 frames. utt_duration=1313 frames, utt_pad_proportion=0.043, over 4463.44 utterances.], batch size: 31, lr: 3.28e-04
2022-11-24 01:04:25,022 INFO [train.py:818] (0/4) Epoch 17, batch 4300, loss[loss=0.09974, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006298, over 19.00 utterances.], tot_loss[loss=0.08797, over 1463925.24 frames. utt_duration=1313 frames, utt_pad_proportion=0.04261, over 4465.68 utterances.], batch size: 19, lr: 3.28e-04
2022-11-24 01:05:02,585 INFO [train.py:818] (0/4) Epoch 17, batch 4350, loss[loss=0.1051, over 7303.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.005848, over 22.00 utterances.], tot_loss[loss=0.09059, over 1464243.44 frames. utt_duration=1293 frames, utt_pad_proportion=0.05093, over 4536.50 utterances.], batch size: 22, lr: 3.28e-04
2022-11-24 01:05:39,734 INFO [train.py:818] (0/4) Epoch 17, batch 4400, loss[loss=0.1564, over 7334.00 frames. utt_duration=947.8 frames, utt_pad_proportion=0.08244, over 31.00 utterances.], tot_loss[loss=0.09361, over 1464280.50 frames. utt_duration=1264 frames, utt_pad_proportion=0.05656, over 4639.72 utterances.], batch size: 31, lr: 3.28e-04
2022-11-24 01:06:15,249 INFO [train.py:818] (0/4) Epoch 17, batch 4450, loss[loss=0.1293, over 7387.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005011, over 21.00 utterances.], tot_loss[loss=0.09537, over 1464176.08 frames. utt_duration=1281 frames, utt_pad_proportion=0.0514, over 4576.67 utterances.], batch size: 21, lr: 3.28e-04
2022-11-24 01:06:54,045 INFO [train.py:818] (0/4) Epoch 17, batch 4500, loss[loss=0.09188, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006154, over 21.00 utterances.], tot_loss[loss=0.09686, over 1464082.36 frames. utt_duration=1264 frames, utt_pad_proportion=0.05589, over 4637.62 utterances.], batch size: 21, lr: 3.28e-04
2022-11-24 01:07:29,900 INFO [train.py:818] (0/4) Epoch 17, batch 4550, loss[loss=0.1345, over 7202.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006514, over 18.00 utterances.], tot_loss[loss=0.09867, over 1464412.56 frames. utt_duration=1266 frames, utt_pad_proportion=0.05339, over 4632.04 utterances.], batch size: 18, lr: 3.28e-04
2022-11-24 01:08:06,671 INFO [train.py:818] (0/4) Epoch 17, batch 4600, loss[loss=0.09559, over 7204.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.004966, over 18.00 utterances.], tot_loss[loss=0.0991, over 1463891.76 frames. utt_duration=1285 frames, utt_pad_proportion=0.04888, over 4562.92 utterances.], batch size: 18, lr: 3.28e-04
2022-11-24 01:08:44,517 INFO [train.py:818] (0/4) Epoch 17, batch 4650, loss[loss=0.06936, over 7491.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005866, over 19.00 utterances.], tot_loss[loss=0.09956, over 1464534.53 frames. utt_duration=1288 frames, utt_pad_proportion=0.04979, over 4555.16 utterances.], batch size: 19, lr: 3.28e-04
2022-11-24 01:09:21,041 INFO [train.py:818] (0/4) Epoch 17, batch 4700, loss[loss=0.0956, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006519, over 20.00 utterances.], tot_loss[loss=0.09975, over 1465670.38 frames. utt_duration=1249 frames, utt_pad_proportion=0.06331, over 4700.02 utterances.], batch size: 20, lr: 3.28e-04
2022-11-24 01:09:56,407 INFO [train.py:818] (0/4) Epoch 17, batch 4750, loss[loss=0.1241, over 7448.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01108, over 17.00 utterances.], tot_loss[loss=0.1009, over 1465482.23 frames. utt_duration=1266 frames, utt_pad_proportion=0.0554, over 4636.07 utterances.], batch size: 17, lr: 3.28e-04
2022-11-24 01:10:33,746 INFO [train.py:818] (0/4) Epoch 17, batch 4800, loss[loss=0.07984, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.00679, over 19.00 utterances.], tot_loss[loss=0.1017, over 1465870.18 frames. utt_duration=1246 frames, utt_pad_proportion=0.0601, over 4711.48 utterances.], batch size: 19, lr: 3.28e-04
2022-11-24 01:11:08,748 INFO [train.py:818] (0/4) Epoch 17, batch 4850, loss[loss=0.08442, over 7149.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01024, over 17.00 utterances.], tot_loss[loss=0.09989, over 1464484.04 frames. utt_duration=1277 frames, utt_pad_proportion=0.05449, over 4593.25 utterances.], batch size: 17, lr: 3.28e-04
2022-11-24 01:11:45,688 INFO [train.py:818] (0/4) Epoch 17, batch 4900, loss[loss=0.1421, over 7278.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.00614, over 21.00 utterances.], tot_loss[loss=0.1009, over 1464748.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05577, over 4665.18 utterances.], batch size: 21, lr: 3.28e-04
2022-11-24 01:12:23,507 INFO [train.py:818] (0/4) Epoch 17, batch 4950, loss[loss=0.08141, over 7462.00 frames. utt_duration=964.2 frames, utt_pad_proportion=0.06567, over 31.00 utterances.], tot_loss[loss=0.1012, over 1464793.87 frames. utt_duration=1267 frames, utt_pad_proportion=0.05024, over 4631.50 utterances.], batch size: 31, lr: 3.27e-04
2022-11-24 01:12:58,778 INFO [train.py:818] (0/4) Epoch 17, batch 5000, loss[loss=0.1026, over 7452.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01091, over 17.00 utterances.], tot_loss[loss=0.1004, over 1464227.55 frames. utt_duration=1262 frames, utt_pad_proportion=0.05006, over 4645.87 utterances.], batch size: 17, lr: 3.27e-04
2022-11-24 01:13:36,248 INFO [train.py:818] (0/4) Epoch 17, batch 5050, loss[loss=0.09757, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005717, over 21.00 utterances.], tot_loss[loss=0.1001, over 1463922.03 frames. utt_duration=1275 frames, utt_pad_proportion=0.04453, over 4599.34 utterances.], batch size: 21, lr: 3.27e-04
2022-11-24 01:14:13,866 INFO [train.py:818] (0/4) Epoch 17, batch 5100, loss[loss=0.1039, over 7199.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005931, over 20.00 utterances.], tot_loss[loss=0.09965, over 1464758.28 frames. utt_duration=1254 frames, utt_pad_proportion=0.05548, over 4677.74 utterances.], batch size: 20, lr: 3.27e-04
2022-11-24 01:14:49,242 INFO [train.py:818] (0/4) Epoch 17, batch 5150, loss[loss=0.1001, over 7444.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01066, over 17.00 utterances.], tot_loss[loss=0.09901, over 1464929.20 frames. utt_duration=1255 frames, utt_pad_proportion=0.05291, over 4673.21 utterances.], batch size: 17, lr: 3.27e-04
2022-11-24 01:15:25,910 INFO [train.py:818] (0/4) Epoch 17, batch 5200, loss[loss=0.07619, over 7296.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005109, over 21.00 utterances.], tot_loss[loss=0.09925, over 1464774.32 frames. utt_duration=1236 frames, utt_pad_proportion=0.05747, over 4747.73 utterances.], batch size: 21, lr: 3.27e-04
2022-11-24 01:16:02,633 INFO [train.py:818] (0/4) Epoch 17, batch 5250, loss[loss=0.1388, over 7172.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008766, over 22.00 utterances.], tot_loss[loss=0.0989, over 1465194.23 frames. utt_duration=1267 frames, utt_pad_proportion=0.04955, over 4632.18 utterances.], batch size: 22, lr: 3.27e-04
2022-11-24 01:16:39,620 INFO [train.py:818] (0/4) Epoch 17, batch 5300, loss[loss=0.09828, over 7419.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.005791, over 22.00 utterances.], tot_loss[loss=0.09878, over 1464785.60 frames. utt_duration=1278 frames, utt_pad_proportion=0.04937, over 4590.10 utterances.], batch size: 22, lr: 3.27e-04
2022-11-24 01:17:18,302 INFO [train.py:818] (0/4) Epoch 17, batch 5350, loss[loss=0.09776, over 7490.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008167, over 23.00 utterances.], tot_loss[loss=0.0994, over 1465508.22 frames. utt_duration=1286 frames, utt_pad_proportion=0.04538, over 4562.53 utterances.], batch size: 23, lr: 3.27e-04
2022-11-24 01:17:55,752 INFO [train.py:818] (0/4) Epoch 17, batch 5400, loss[loss=0.1117, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006875, over 20.00 utterances.], tot_loss[loss=0.1007, over 1465898.73 frames. utt_duration=1251 frames, utt_pad_proportion=0.05869, over 4692.20 utterances.], batch size: 20, lr: 3.27e-04
2022-11-24 01:18:30,930 INFO [train.py:818] (0/4) Epoch 17, batch 5450, loss[loss=0.1146, over 7318.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007387, over 17.00 utterances.], tot_loss[loss=0.1001, over 1464295.31 frames. utt_duration=1279 frames, utt_pad_proportion=0.05061, over 4583.97 utterances.], batch size: 17, lr: 3.27e-04
2022-11-24 01:19:09,304 INFO [train.py:818] (0/4) Epoch 17, batch 5500, loss[loss=0.1728, over 7388.00 frames. utt_duration=411.8 frames, utt_pad_proportion=0.3464, over 72.00 utterances.], tot_loss[loss=0.1009, over 1464378.16 frames. utt_duration=1256 frames, utt_pad_proportion=0.0554, over 4668.51 utterances.], batch size: 72, lr: 3.27e-04
2022-11-24 01:19:45,911 INFO [train.py:818] (0/4) Epoch 17, batch 5550, loss[loss=0.1021, over 7468.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008688, over 17.00 utterances.], tot_loss[loss=0.1004, over 1465490.78 frames. utt_duration=1234 frames, utt_pad_proportion=0.06016, over 4756.40 utterances.], batch size: 17, lr: 3.27e-04
2022-11-24 01:20:23,282 INFO [train.py:818] (0/4) Epoch 17, batch 5600, loss[loss=0.08847, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.00925, over 17.00 utterances.], tot_loss[loss=0.1006, over 1465988.10 frames. utt_duration=1233 frames, utt_pad_proportion=0.06411, over 4762.34 utterances.], batch size: 17, lr: 3.27e-04
2022-11-24 01:21:01,917 INFO [train.py:818] (0/4) Epoch 17, batch 5650, loss[loss=0.07042, over 7492.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01052, over 23.00 utterances.], tot_loss[loss=0.09869, over 1466793.79 frames. utt_duration=1244 frames, utt_pad_proportion=0.05867, over 4721.85 utterances.], batch size: 23, lr: 3.27e-04
2022-11-24 01:21:37,206 INFO [train.py:818] (0/4) Epoch 17, batch 5700, loss[loss=0.1048, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005972, over 20.00 utterances.], tot_loss[loss=0.09947, over 1467243.88 frames. utt_duration=1246 frames, utt_pad_proportion=0.05878, over 4715.96 utterances.], batch size: 20, lr: 3.27e-04
2022-11-24 01:22:13,510 INFO [train.py:818] (0/4) Epoch 17, batch 5750, loss[loss=0.09413, over 7292.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008928, over 22.00 utterances.], tot_loss[loss=0.09898, over 1466433.61 frames. utt_duration=1245 frames, utt_pad_proportion=0.05836, over 4715.25 utterances.], batch size: 22, lr: 3.27e-04
2022-11-24 01:22:50,629 INFO [train.py:818] (0/4) Epoch 17, batch 5800, loss[loss=0.1573, over 7445.00 frames. utt_duration=404.1 frames, utt_pad_proportion=0.3706, over 74.00 utterances.], tot_loss[loss=0.09918, over 1466801.28 frames. utt_duration=1232 frames, utt_pad_proportion=0.06123, over 4767.54 utterances.], batch size: 74, lr: 3.27e-04
2022-11-24 01:23:25,742 INFO [train.py:818] (0/4) Epoch 17, batch 5850, loss[loss=0.1103, over 7361.00 frames. utt_duration=951.5 frames, utt_pad_proportion=0.07709, over 31.00 utterances.], tot_loss[loss=0.09866, over 1467463.23 frames. utt_duration=1237 frames, utt_pad_proportion=0.05468, over 4749.52 utterances.], batch size: 31, lr: 3.26e-04
2022-11-24 01:24:03,864 INFO [train.py:818] (0/4) Epoch 17, batch 5900, loss[loss=0.07984, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006154, over 21.00 utterances.], tot_loss[loss=0.09989, over 1467732.73 frames. utt_duration=1230 frames, utt_pad_proportion=0.05568, over 4777.42 utterances.], batch size: 21, lr: 3.26e-04
2022-11-24 01:24:40,582 INFO [train.py:818] (0/4) Epoch 17, batch 5950, loss[loss=0.1162, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005452, over 21.00 utterances.], tot_loss[loss=0.09994, over 1466285.34 frames. utt_duration=1237 frames, utt_pad_proportion=0.05704, over 4748.84 utterances.], batch size: 21, lr: 3.26e-04
2022-11-24 01:25:17,797 INFO [train.py:818] (0/4) Epoch 17, batch 6000, loss[loss=0.08524, over 7150.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.009821, over 17.00 utterances.], tot_loss[loss=0.1008, over 1466547.73 frames. utt_duration=1211 frames, utt_pad_proportion=0.06504, over 4850.51 utterances.], batch size: 17, lr: 3.26e-04
2022-11-24 01:25:17,799 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 01:25:38,084 INFO [train.py:847] (0/4) Epoch 17, validation: loss=0.04787, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 01:26:14,220 INFO [train.py:818] (0/4) Epoch 17, batch 6050, loss[loss=0.1488, over 7170.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.008766, over 22.00 utterances.], tot_loss[loss=0.1009, over 1467112.74 frames. utt_duration=1220 frames, utt_pad_proportion=0.06626, over 4817.83 utterances.], batch size: 22, lr: 3.26e-04
2022-11-24 01:26:50,189 INFO [train.py:818] (0/4) Epoch 17, batch 6100, loss[loss=0.1027, over 7285.00 frames. utt_duration=1326 frames, utt_pad_proportion=0.009607, over 22.00 utterances.], tot_loss[loss=0.1019, over 1465932.39 frames. utt_duration=1211 frames, utt_pad_proportion=0.06972, over 4846.25 utterances.], batch size: 22, lr: 3.26e-04
2022-11-24 01:27:28,285 INFO [train.py:818] (0/4) Epoch 17, batch 6150, loss[loss=0.09839, over 7342.00 frames. utt_duration=754.5 frames, utt_pad_proportion=0.1277, over 39.00 utterances.], tot_loss[loss=0.1026, over 1465881.12 frames. utt_duration=1212 frames, utt_pad_proportion=0.06543, over 4844.70 utterances.], batch size: 39, lr: 3.26e-04
2022-11-24 01:28:05,630 INFO [train.py:818] (0/4) Epoch 17, batch 6200, loss[loss=0.06706, over 7153.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01064, over 17.00 utterances.], tot_loss[loss=0.1016, over 1465994.60 frames. utt_duration=1241 frames, utt_pad_proportion=0.05713, over 4731.45 utterances.], batch size: 17, lr: 3.26e-04
2022-11-24 01:28:41,799 INFO [train.py:818] (0/4) Epoch 17, batch 6250, loss[loss=0.07233, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006284, over 20.00 utterances.], tot_loss[loss=0.1001, over 1465244.41 frames. utt_duration=1254 frames, utt_pad_proportion=0.05292, over 4679.00 utterances.], batch size: 20, lr: 3.26e-04
2022-11-24 01:29:21,167 INFO [train.py:818] (0/4) Epoch 17, batch 6300, loss[loss=0.06223, over 7200.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006514, over 18.00 utterances.], tot_loss[loss=0.09983, over 1464346.86 frames. utt_duration=1221 frames, utt_pad_proportion=0.06489, over 4801.46 utterances.], batch size: 18, lr: 3.26e-04
2022-11-24 01:29:58,161 INFO [train.py:818] (0/4) Epoch 17, batch 6350, loss[loss=0.1009, over 7386.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006183, over 20.00 utterances.], tot_loss[loss=0.09924, over 1464355.79 frames. utt_duration=1227 frames, utt_pad_proportion=0.06424, over 4778.28 utterances.], batch size: 20, lr: 3.26e-04
2022-11-24 01:30:35,865 INFO [train.py:818] (0/4) Epoch 17, batch 6400, loss[loss=0.06387, over 7157.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.00872, over 17.00 utterances.], tot_loss[loss=0.09994, over 1464847.16 frames. utt_duration=1209 frames, utt_pad_proportion=0.06862, over 4851.31 utterances.], batch size: 17, lr: 3.26e-04
2022-11-24 01:31:13,581 INFO [train.py:818] (0/4) Epoch 17, batch 6450, loss[loss=0.1305, over 7479.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02696, over 26.00 utterances.], tot_loss[loss=0.1008, over 1465920.86 frames. utt_duration=1202 frames, utt_pad_proportion=0.06974, over 4884.45 utterances.], batch size: 26, lr: 3.26e-04
2022-11-24 01:31:49,959 INFO [train.py:818] (0/4) Epoch 17, batch 6500, loss[loss=0.07677, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005381, over 20.00 utterances.], tot_loss[loss=0.09935, over 1466803.65 frames. utt_duration=1232 frames, utt_pad_proportion=0.06051, over 4767.77 utterances.], batch size: 20, lr: 3.26e-04
2022-11-24 01:32:29,705 INFO [train.py:818] (0/4) Epoch 17, batch 6550, loss[loss=0.07904, over 7421.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.00582, over 22.00 utterances.], tot_loss[loss=0.1007, over 1466858.40 frames. utt_duration=1214 frames, utt_pad_proportion=0.06669, over 4839.09 utterances.], batch size: 22, lr: 3.26e-04
2022-11-24 01:33:06,239 INFO [train.py:818] (0/4) Epoch 17, batch 6600, loss[loss=0.1558, over 7304.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008276, over 18.00 utterances.], tot_loss[loss=0.1012, over 1466448.12 frames. utt_duration=1208 frames, utt_pad_proportion=0.06639, over 4862.34 utterances.], batch size: 18, lr: 3.26e-04
2022-11-24 01:33:43,197 INFO [train.py:818] (0/4) Epoch 17, batch 6650, loss[loss=0.06923, over 7206.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005652, over 18.00 utterances.], tot_loss[loss=0.1012, over 1466298.20 frames. utt_duration=1188 frames, utt_pad_proportion=0.07248, over 4943.90 utterances.], batch size: 18, lr: 3.26e-04
2022-11-24 01:34:21,476 INFO [train.py:818] (0/4) Epoch 17, batch 6700, loss[loss=0.1271, over 7432.00 frames. utt_duration=420.3 frames, utt_pad_proportion=0.3328, over 71.00 utterances.], tot_loss[loss=0.1006, over 1465665.48 frames. utt_duration=1207 frames, utt_pad_proportion=0.06772, over 4862.78 utterances.], batch size: 71, lr: 3.26e-04
2022-11-24 01:34:57,603 INFO [train.py:818] (0/4) Epoch 17, batch 6750, loss[loss=0.1201, over 7300.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.03317, over 27.00 utterances.], tot_loss[loss=0.101, over 1465971.51 frames. utt_duration=1199 frames, utt_pad_proportion=0.06874, over 4895.59 utterances.], batch size: 27, lr: 3.25e-04
2022-11-24 01:35:34,680 INFO [train.py:818] (0/4) Epoch 17, batch 6800, loss[loss=0.08779, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006376, over 18.00 utterances.], tot_loss[loss=0.1008, over 1466254.76 frames. utt_duration=1194 frames, utt_pad_proportion=0.07455, over 4917.30 utterances.], batch size: 18, lr: 3.25e-04
2022-11-24 01:36:12,680 INFO [train.py:818] (0/4) Epoch 17, batch 6850, loss[loss=0.0923, over 7484.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02549, over 26.00 utterances.], tot_loss[loss=0.1011, over 1466095.79 frames. utt_duration=1210 frames, utt_pad_proportion=0.07112, over 4851.79 utterances.], batch size: 26, lr: 3.25e-04
2022-11-24 01:36:49,054 INFO [train.py:818] (0/4) Epoch 17, batch 6900, loss[loss=0.09931, over 7351.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007718, over 23.00 utterances.], tot_loss[loss=0.1011, over 1466174.17 frames. utt_duration=1202 frames, utt_pad_proportion=0.07217, over 4886.56 utterances.], batch size: 23, lr: 3.25e-04
2022-11-24 01:37:27,036 INFO [train.py:818] (0/4) Epoch 17, batch 6950, loss[loss=0.08093, over 7299.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00575, over 19.00 utterances.], tot_loss[loss=0.1004, over 1466580.10 frames. utt_duration=1231 frames, utt_pad_proportion=0.06582, over 4772.05 utterances.], batch size: 19, lr: 3.25e-04
2022-11-24 01:38:05,652 INFO [train.py:818] (0/4) Epoch 17, batch 7000, loss[loss=0.1416, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.007825, over 23.00 utterances.], tot_loss[loss=0.09968, over 1466283.80 frames. utt_duration=1233 frames, utt_pad_proportion=0.06542, over 4761.41 utterances.], batch size: 23, lr: 3.25e-04
2022-11-24 01:38:42,973 INFO [train.py:818] (0/4) Epoch 17, batch 7050, loss[loss=0.07356, over 7485.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007221, over 19.00 utterances.], tot_loss[loss=0.09962, over 1465989.37 frames. utt_duration=1257 frames, utt_pad_proportion=0.05939, over 4669.93 utterances.], batch size: 19, lr: 3.25e-04
2022-11-24 01:39:21,490 INFO [train.py:818] (0/4) Epoch 17, batch 7100, loss[loss=0.119, over 7190.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005629, over 21.00 utterances.], tot_loss[loss=0.09917, over 1465558.08 frames. utt_duration=1245 frames, utt_pad_proportion=0.062, over 4713.15 utterances.], batch size: 21, lr: 3.25e-04
2022-11-24 01:39:57,886 INFO [train.py:818] (0/4) Epoch 17, batch 7150, loss[loss=0.1403, over 7376.00 frames. utt_duration=416.9 frames, utt_pad_proportion=0.3506, over 71.00 utterances.], tot_loss[loss=0.09992, over 1465809.85 frames. utt_duration=1221 frames, utt_pad_proportion=0.07007, over 4806.59 utterances.], batch size: 71, lr: 3.25e-04
2022-11-24 01:40:33,356 INFO [train.py:818] (0/4) Epoch 17, batch 7200, loss[loss=0.1076, over 7405.00 frames. utt_duration=957.1 frames, utt_pad_proportion=0.06988, over 31.00 utterances.], tot_loss[loss=0.1005, over 1467285.98 frames. utt_duration=1209 frames, utt_pad_proportion=0.07261, over 4858.83 utterances.], batch size: 31, lr: 3.25e-04
2022-11-24 01:41:12,290 INFO [train.py:818] (0/4) Epoch 17, batch 7250, loss[loss=0.1121, over 7215.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01738, over 24.00 utterances.], tot_loss[loss=0.1001, over 1466760.78 frames. utt_duration=1211 frames, utt_pad_proportion=0.07254, over 4850.28 utterances.], batch size: 24, lr: 3.25e-04
2022-11-24 01:41:48,691 INFO [train.py:818] (0/4) Epoch 17, batch 7300, loss[loss=0.1633, over 7481.00 frames. utt_duration=1199 frames, utt_pad_proportion=0.02149, over 25.00 utterances.], tot_loss[loss=0.1012, over 1466963.14 frames. utt_duration=1209 frames, utt_pad_proportion=0.07294, over 4861.36 utterances.], batch size: 25, lr: 3.25e-04
2022-11-24 01:42:25,924 INFO [train.py:818] (0/4) Epoch 17, batch 7350, loss[loss=0.08912, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006069, over 19.00 utterances.], tot_loss[loss=0.1004, over 1466345.33 frames. utt_duration=1208 frames, utt_pad_proportion=0.07174, over 4862.45 utterances.], batch size: 19, lr: 3.25e-04
2022-11-24 01:43:04,628 INFO [train.py:818] (0/4) Epoch 17, batch 7400, loss[loss=0.1219, over 7453.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01466, over 24.00 utterances.], tot_loss[loss=0.1011, over 1466896.02 frames. utt_duration=1207 frames, utt_pad_proportion=0.07293, over 4868.01 utterances.], batch size: 24, lr: 3.25e-04
2022-11-24 01:43:41,298 INFO [train.py:818] (0/4) Epoch 17, batch 7450, loss[loss=0.08843, over 7327.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.01085, over 23.00 utterances.], tot_loss[loss=0.1001, over 1466004.82 frames. utt_duration=1208 frames, utt_pad_proportion=0.07331, over 4860.01 utterances.], batch size: 23, lr: 3.25e-04
2022-11-24 01:44:18,961 INFO [train.py:818] (0/4) Epoch 17, batch 7500, loss[loss=0.133, over 7447.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.009926, over 17.00 utterances.], tot_loss[loss=0.1007, over 1466015.15 frames. utt_duration=1204 frames, utt_pad_proportion=0.07375, over 4875.87 utterances.], batch size: 17, lr: 3.25e-04
2022-11-24 01:44:55,736 INFO [train.py:818] (0/4) Epoch 17, batch 7550, loss[loss=0.127, over 7287.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007179, over 19.00 utterances.], tot_loss[loss=0.1007, over 1466650.83 frames. utt_duration=1185 frames, utt_pad_proportion=0.08248, over 4956.68 utterances.], batch size: 19, lr: 3.25e-04
2022-11-24 01:45:32,020 INFO [train.py:818] (0/4) Epoch 17, batch 7600, loss[loss=0.1107, over 7338.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01017, over 23.00 utterances.], tot_loss[loss=0.1011, over 1467079.91 frames. utt_duration=1205 frames, utt_pad_proportion=0.07329, over 4877.58 utterances.], batch size: 23, lr: 3.25e-04
2022-11-24 01:46:11,246 INFO [train.py:818] (0/4) Epoch 17, batch 7650, loss[loss=0.1331, over 7449.00 frames. utt_duration=962.6 frames, utt_pad_proportion=0.06904, over 31.00 utterances.], tot_loss[loss=0.1011, over 1466871.83 frames. utt_duration=1172 frames, utt_pad_proportion=0.08587, over 5014.24 utterances.], batch size: 31, lr: 3.25e-04
2022-11-24 01:46:48,039 INFO [train.py:818] (0/4) Epoch 17, batch 7700, loss[loss=0.104, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006181, over 21.00 utterances.], tot_loss[loss=0.1008, over 1466862.12 frames. utt_duration=1189 frames, utt_pad_proportion=0.08084, over 4942.14 utterances.], batch size: 21, lr: 3.24e-04
2022-11-24 01:47:24,214 INFO [train.py:818] (0/4) Epoch 17, batch 7750, loss[loss=0.2303, over 7451.00 frames. utt_duration=409.8 frames, utt_pad_proportion=0.338, over 73.00 utterances.], tot_loss[loss=0.09963, over 1466033.93 frames. utt_duration=1206 frames, utt_pad_proportion=0.07619, over 4867.27 utterances.], batch size: 73, lr: 3.24e-04
2022-11-24 01:48:03,589 INFO [train.py:818] (0/4) Epoch 17, batch 7800, loss[loss=0.08949, over 7160.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009533, over 17.00 utterances.], tot_loss[loss=0.09795, over 1465450.37 frames. utt_duration=1205 frames, utt_pad_proportion=0.07399, over 4870.92 utterances.], batch size: 17, lr: 3.24e-04
2022-11-24 01:48:39,889 INFO [train.py:818] (0/4) Epoch 17, batch 7850, loss[loss=0.1303, over 7227.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01715, over 24.00 utterances.], tot_loss[loss=0.09843, over 1464591.79 frames. utt_duration=1201 frames, utt_pad_proportion=0.07254, over 4882.74 utterances.], batch size: 24, lr: 3.24e-04
2022-11-24 01:49:17,170 INFO [train.py:818] (0/4) Epoch 17, batch 7900, loss[loss=0.08804, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006634, over 19.00 utterances.], tot_loss[loss=0.09896, over 1464056.58 frames. utt_duration=1205 frames, utt_pad_proportion=0.07101, over 4866.50 utterances.], batch size: 19, lr: 3.24e-04
2022-11-24 01:49:55,031 INFO [train.py:818] (0/4) Epoch 17, batch 7950, loss[loss=0.08758, over 7471.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008522, over 17.00 utterances.], tot_loss[loss=0.09693, over 1464071.43 frames. utt_duration=1231 frames, utt_pad_proportion=0.06335, over 4763.77 utterances.], batch size: 17, lr: 3.24e-04
2022-11-24 01:50:31,520 INFO [train.py:818] (0/4) Epoch 17, batch 8000, loss[loss=0.112, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.00693, over 22.00 utterances.], tot_loss[loss=0.09743, over 1465333.23 frames. utt_duration=1259 frames, utt_pad_proportion=0.05396, over 4661.80 utterances.], batch size: 22, lr: 3.24e-04
2022-11-24 01:51:09,855 INFO [train.py:818] (0/4) Epoch 17, batch 8050, loss[loss=0.1161, over 7350.00 frames. utt_duration=410.1 frames, utt_pad_proportion=0.3573, over 72.00 utterances.], tot_loss[loss=0.0982, over 1465612.39 frames. utt_duration=1236 frames, utt_pad_proportion=0.06177, over 4749.90 utterances.], batch size: 72, lr: 3.24e-04
2022-11-24 01:51:45,641 INFO [train.py:818] (0/4) Epoch 17, batch 8100, loss[loss=0.07452, over 7121.00 frames. utt_duration=1501 frames, utt_pad_proportion=0.003981, over 19.00 utterances.], tot_loss[loss=0.09744, over 1465479.01 frames. utt_duration=1263 frames, utt_pad_proportion=0.05667, over 4647.07 utterances.], batch size: 19, lr: 3.24e-04
2022-11-24 01:52:22,587 INFO [train.py:818] (0/4) Epoch 17, batch 8150, loss[loss=0.1003, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005829, over 21.00 utterances.], tot_loss[loss=0.09813, over 1465418.25 frames. utt_duration=1271 frames, utt_pad_proportion=0.05282, over 4617.31 utterances.], batch size: 21, lr: 3.24e-04
2022-11-24 01:53:01,569 INFO [train.py:818] (0/4) Epoch 17, batch 8200, loss[loss=0.09101, over 7463.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01167, over 24.00 utterances.], tot_loss[loss=0.09873, over 1464996.18 frames. utt_duration=1272 frames, utt_pad_proportion=0.05014, over 4611.47 utterances.], batch size: 24, lr: 3.24e-04
2022-11-24 01:53:37,984 INFO [train.py:818] (0/4) Epoch 17, batch 8250, loss[loss=0.1194, over 7178.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008553, over 22.00 utterances.], tot_loss[loss=0.09912, over 1464787.15 frames. utt_duration=1240 frames, utt_pad_proportion=0.05922, over 4729.28 utterances.], batch size: 22, lr: 3.24e-04
2022-11-24 01:54:15,004 INFO [train.py:818] (0/4) Epoch 17, batch 8300, loss[loss=0.08561, over 7306.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.007467, over 17.00 utterances.], tot_loss[loss=0.09747, over 1465193.25 frames. utt_duration=1257 frames, utt_pad_proportion=0.05342, over 4666.71 utterances.], batch size: 17, lr: 3.24e-04
2022-11-24 01:54:53,300 INFO [train.py:818] (0/4) Epoch 17, batch 8350, loss[loss=0.09692, over 7377.00 frames. utt_duration=777.9 frames, utt_pad_proportion=0.1048, over 38.00 utterances.], tot_loss[loss=0.09769, over 1465477.45 frames. utt_duration=1250 frames, utt_pad_proportion=0.05813, over 4695.19 utterances.], batch size: 38, lr: 3.24e-04
2022-11-24 01:55:28,364 INFO [train.py:818] (0/4) Epoch 17, batch 8400, loss[loss=0.08784, over 7431.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008498, over 18.00 utterances.], tot_loss[loss=0.09813, over 1465802.45 frames. utt_duration=1257 frames, utt_pad_proportion=0.05097, over 4670.78 utterances.], batch size: 18, lr: 3.24e-04
2022-11-24 01:56:06,371 INFO [train.py:818] (0/4) Epoch 17, batch 8450, loss[loss=0.1083, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004454, over 20.00 utterances.], tot_loss[loss=0.09739, over 1465583.73 frames. utt_duration=1252 frames, utt_pad_proportion=0.05255, over 4687.99 utterances.], batch size: 20, lr: 3.24e-04
2022-11-24 01:56:44,311 INFO [train.py:818] (0/4) Epoch 17, batch 8500, loss[loss=0.13, over 7189.00 frames. utt_duration=1309 frames, utt_pad_proportion=0.00642, over 22.00 utterances.], tot_loss[loss=0.1001, over 1465465.63 frames. utt_duration=1201 frames, utt_pad_proportion=0.06824, over 4887.75 utterances.], batch size: 22, lr: 3.24e-04
2022-11-24 01:57:20,882 INFO [train.py:818] (0/4) Epoch 17, batch 8550, loss[loss=0.09606, over 7294.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005177, over 21.00 utterances.], tot_loss[loss=0.09888, over 1465371.51 frames. utt_duration=1204 frames, utt_pad_proportion=0.06968, over 4874.82 utterances.], batch size: 21, lr: 3.24e-04
2022-11-24 01:57:59,301 INFO [train.py:818] (0/4) Epoch 17, batch 8600, loss[loss=0.06671, over 7104.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005524, over 18.00 utterances.], tot_loss[loss=0.0995, over 1465588.06 frames. utt_duration=1202 frames, utt_pad_proportion=0.06961, over 4884.76 utterances.], batch size: 18, lr: 3.23e-04
2022-11-24 01:58:35,300 INFO [train.py:818] (0/4) Epoch 17, batch 8650, loss[loss=0.1033, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00488, over 21.00 utterances.], tot_loss[loss=0.09923, over 1464958.49 frames. utt_duration=1199 frames, utt_pad_proportion=0.07148, over 4892.69 utterances.], batch size: 21, lr: 3.23e-04
2022-11-24 01:59:11,109 INFO [train.py:818] (0/4) Epoch 17, batch 8700, loss[loss=0.08453, over 7172.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007638, over 17.00 utterances.], tot_loss[loss=0.09887, over 1465633.78 frames. utt_duration=1179 frames, utt_pad_proportion=0.07866, over 4977.06 utterances.], batch size: 17, lr: 3.23e-04
2022-11-24 01:59:46,647 INFO [train.py:818] (0/4) Epoch 17, batch 8750, loss[loss=0.1143, over 7306.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009516, over 17.00 utterances.], tot_loss[loss=0.09776, over 1465704.05 frames. utt_duration=1192 frames, utt_pad_proportion=0.07555, over 4925.25 utterances.], batch size: 17, lr: 3.23e-04
2022-11-24 02:00:23,369 INFO [train.py:818] (0/4) Epoch 17, batch 8800, loss[loss=0.09284, over 7376.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006961, over 21.00 utterances.], tot_loss[loss=0.0986, over 1465784.78 frames. utt_duration=1197 frames, utt_pad_proportion=0.07495, over 4903.21 utterances.], batch size: 21, lr: 3.23e-04
2022-11-24 02:00:59,415 INFO [train.py:818] (0/4) Epoch 17, batch 8850, loss[loss=0.1034, over 7395.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004438, over 20.00 utterances.], tot_loss[loss=0.1006, over 1465011.36 frames. utt_duration=1161 frames, utt_pad_proportion=0.08682, over 5054.32 utterances.], batch size: 20, lr: 3.23e-04
2022-11-24 02:01:38,468 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-17.pt
2022-11-24 02:02:03,197 INFO [train.py:818] (0/4) Epoch 18, batch 0, loss[loss=0.09661, over 7299.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005276, over 20.00 utterances.], tot_loss[loss=0.09661, over 7299.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005276, over 20.00 utterances.], batch size: 20, lr: 3.15e-04
2022-11-24 02:02:39,493 INFO [train.py:818] (0/4) Epoch 18, batch 50, loss[loss=0.06467, over 7190.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006966, over 18.00 utterances.], tot_loss[loss=0.07979, over 330739.48 frames. utt_duration=1308 frames, utt_pad_proportion=0.03903, over 1012.31 utterances.], batch size: 18, lr: 3.15e-04
2022-11-24 02:03:15,362 INFO [train.py:818] (0/4) Epoch 18, batch 100, loss[loss=0.06009, over 7274.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.03789, over 16.00 utterances.], tot_loss[loss=0.08028, over 582081.44 frames. utt_duration=1223 frames, utt_pad_proportion=0.07271, over 1906.28 utterances.], batch size: 16, lr: 3.15e-04
2022-11-24 02:03:53,047 INFO [train.py:818] (0/4) Epoch 18, batch 150, loss[loss=0.08218, over 7296.00 frames. utt_duration=790.2 frames, utt_pad_proportion=0.1031, over 37.00 utterances.], tot_loss[loss=0.0803, over 778106.59 frames. utt_duration=1279 frames, utt_pad_proportion=0.05176, over 2436.93 utterances.], batch size: 37, lr: 3.14e-04
2022-11-24 02:04:28,385 INFO [train.py:818] (0/4) Epoch 18, batch 200, loss[loss=0.06968, over 7376.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006759, over 21.00 utterances.], tot_loss[loss=0.08025, over 930797.23 frames. utt_duration=1303 frames, utt_pad_proportion=0.04202, over 2859.96 utterances.], batch size: 21, lr: 3.14e-04
2022-11-24 02:05:05,604 INFO [train.py:818] (0/4) Epoch 18, batch 250, loss[loss=0.07059, over 7470.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01449, over 24.00 utterances.], tot_loss[loss=0.08192, over 1049929.97 frames. utt_duration=1285 frames, utt_pad_proportion=0.04596, over 3271.45 utterances.], batch size: 24, lr: 3.14e-04
2022-11-24 02:05:42,943 INFO [train.py:818] (0/4) Epoch 18, batch 300, loss[loss=0.06534, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005706, over 19.00 utterances.], tot_loss[loss=0.08175, over 1141401.98 frames. utt_duration=1259 frames, utt_pad_proportion=0.05992, over 3630.99 utterances.], batch size: 19, lr: 3.14e-04
2022-11-24 02:06:18,547 INFO [train.py:818] (0/4) Epoch 18, batch 350, loss[loss=0.06073, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005508, over 20.00 utterances.], tot_loss[loss=0.08206, over 1213726.81 frames. utt_duration=1259 frames, utt_pad_proportion=0.05585, over 3862.19 utterances.], batch size: 20, lr: 3.14e-04
2022-11-24 02:06:55,833 INFO [train.py:818] (0/4) Epoch 18, batch 400, loss[loss=0.06214, over 7183.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006837, over 21.00 utterances.], tot_loss[loss=0.08225, over 1269342.08 frames. utt_duration=1277 frames, utt_pad_proportion=0.05218, over 3979.97 utterances.], batch size: 21, lr: 3.14e-04
2022-11-24 02:07:32,551 INFO [train.py:818] (0/4) Epoch 18, batch 450, loss[loss=0.0738, over 7450.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01052, over 17.00 utterances.], tot_loss[loss=0.08088, over 1313441.69 frames. utt_duration=1295 frames, utt_pad_proportion=0.04585, over 4061.21 utterances.], batch size: 17, lr: 3.14e-04
2022-11-24 02:08:08,863 INFO [train.py:818] (0/4) Epoch 18, batch 500, loss[loss=0.1228, over 7398.00 frames. utt_duration=418.3 frames, utt_pad_proportion=0.3485, over 71.00 utterances.], tot_loss[loss=0.08066, over 1348202.63 frames. utt_duration=1259 frames, utt_pad_proportion=0.05834, over 4289.25 utterances.], batch size: 71, lr: 3.14e-04
2022-11-24 02:08:46,734 INFO [train.py:818] (0/4) Epoch 18, batch 550, loss[loss=0.06919, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005241, over 20.00 utterances.], tot_loss[loss=0.08073, over 1374723.06 frames. utt_duration=1227 frames, utt_pad_proportion=0.06877, over 4487.71 utterances.], batch size: 20, lr: 3.14e-04
2022-11-24 02:09:23,047 INFO [train.py:818] (0/4) Epoch 18, batch 600, loss[loss=0.07841, over 7465.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01457, over 24.00 utterances.], tot_loss[loss=0.07959, over 1395084.80 frames. utt_duration=1240 frames, utt_pad_proportion=0.06572, over 4506.09 utterances.], batch size: 24, lr: 3.14e-04
2022-11-24 02:09:59,753 INFO [train.py:818] (0/4) Epoch 18, batch 650, loss[loss=0.06811, over 7158.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.00981, over 17.00 utterances.], tot_loss[loss=0.07877, over 1410946.75 frames. utt_duration=1247 frames, utt_pad_proportion=0.06215, over 4529.62 utterances.], batch size: 17, lr: 3.14e-04
2022-11-24 02:10:38,365 INFO [train.py:818] (0/4) Epoch 18, batch 700, loss[loss=0.07932, over 7234.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01473, over 24.00 utterances.], tot_loss[loss=0.07888, over 1420932.14 frames. utt_duration=1271 frames, utt_pad_proportion=0.05539, over 4477.99 utterances.], batch size: 24, lr: 3.14e-04
2022-11-24 02:11:14,461 INFO [train.py:818] (0/4) Epoch 18, batch 750, loss[loss=0.07949, over 7333.00 frames. utt_duration=753.4 frames, utt_pad_proportion=0.137, over 39.00 utterances.], tot_loss[loss=0.07984, over 1429872.72 frames. utt_duration=1281 frames, utt_pad_proportion=0.05305, over 4471.54 utterances.], batch size: 39, lr: 3.14e-04
2022-11-24 02:11:50,173 INFO [train.py:818] (0/4) Epoch 18, batch 800, loss[loss=0.06632, over 7235.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.03775, over 16.00 utterances.], tot_loss[loss=0.0798, over 1436330.33 frames. utt_duration=1297 frames, utt_pad_proportion=0.04918, over 4433.68 utterances.], batch size: 16, lr: 3.14e-04
2022-11-24 02:11:52,572 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-152000.pt
2022-11-24 02:12:39,172 INFO [train.py:818] (0/4) Epoch 18, batch 850, loss[loss=0.08331, over 7210.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004756, over 19.00 utterances.], tot_loss[loss=0.07908, over 1441540.99 frames. utt_duration=1310 frames, utt_pad_proportion=0.04399, over 4406.28 utterances.], batch size: 19, lr: 3.14e-04
2022-11-24 02:13:14,606 INFO [train.py:818] (0/4) Epoch 18, batch 900, loss[loss=0.1057, over 7395.00 frames. utt_duration=436.7 frames, utt_pad_proportion=0.3197, over 68.00 utterances.], tot_loss[loss=0.08152, over 1446052.71 frames. utt_duration=1277 frames, utt_pad_proportion=0.05522, over 4535.17 utterances.], batch size: 68, lr: 3.14e-04
2022-11-24 02:13:50,234 INFO [train.py:818] (0/4) Epoch 18, batch 950, loss[loss=0.08643, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006721, over 22.00 utterances.], tot_loss[loss=0.0811, over 1450887.17 frames. utt_duration=1278 frames, utt_pad_proportion=0.05427, over 4547.54 utterances.], batch size: 22, lr: 3.14e-04
2022-11-24 02:14:27,592 INFO [train.py:818] (0/4) Epoch 18, batch 1000, loss[loss=0.08766, over 7485.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.0266, over 26.00 utterances.], tot_loss[loss=0.08141, over 1454723.89 frames. utt_duration=1261 frames, utt_pad_proportion=0.05924, over 4619.25 utterances.], batch size: 26, lr: 3.14e-04
2022-11-24 02:15:04,525 INFO [train.py:818] (0/4) Epoch 18, batch 1050, loss[loss=0.05275, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009749, over 17.00 utterances.], tot_loss[loss=0.08131, over 1457117.62 frames. utt_duration=1281 frames, utt_pad_proportion=0.0555, over 4555.09 utterances.], batch size: 17, lr: 3.14e-04
2022-11-24 02:15:40,774 INFO [train.py:818] (0/4) Epoch 18, batch 1100, loss[loss=0.09676, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005688, over 21.00 utterances.], tot_loss[loss=0.08198, over 1459591.44 frames. utt_duration=1293 frames, utt_pad_proportion=0.05099, over 4519.45 utterances.], batch size: 21, lr: 3.14e-04
2022-11-24 02:16:19,762 INFO [train.py:818] (0/4) Epoch 18, batch 1150, loss[loss=0.08339, over 7309.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03437, over 27.00 utterances.], tot_loss[loss=0.08176, over 1460530.97 frames. utt_duration=1272 frames, utt_pad_proportion=0.0544, over 4598.23 utterances.], batch size: 27, lr: 3.13e-04
2022-11-24 02:16:55,707 INFO [train.py:818] (0/4) Epoch 18, batch 1200, loss[loss=0.09428, over 7290.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006501, over 20.00 utterances.], tot_loss[loss=0.08228, over 1460303.56 frames. utt_duration=1292 frames, utt_pad_proportion=0.05044, over 4526.12 utterances.], batch size: 20, lr: 3.13e-04
2022-11-24 02:17:31,716 INFO [train.py:818] (0/4) Epoch 18, batch 1250, loss[loss=0.1309, over 7283.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006914, over 20.00 utterances.], tot_loss[loss=0.0823, over 1461437.76 frames. utt_duration=1304 frames, utt_pad_proportion=0.04761, over 4488.21 utterances.], batch size: 20, lr: 3.13e-04
2022-11-24 02:18:08,079 INFO [train.py:818] (0/4) Epoch 18, batch 1300, loss[loss=0.09447, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00545, over 20.00 utterances.], tot_loss[loss=0.08165, over 1462410.23 frames. utt_duration=1325 frames, utt_pad_proportion=0.04086, over 4419.96 utterances.], batch size: 20, lr: 3.13e-04
2022-11-24 02:18:42,850 INFO [train.py:818] (0/4) Epoch 18, batch 1350, loss[loss=0.115, over 7282.00 frames. utt_duration=1534 frames, utt_pad_proportion=0.004303, over 19.00 utterances.], tot_loss[loss=0.08169, over 1462919.11 frames. utt_duration=1331 frames, utt_pad_proportion=0.03934, over 4400.06 utterances.], batch size: 19, lr: 3.13e-04
2022-11-24 02:19:18,664 INFO [train.py:818] (0/4) Epoch 18, batch 1400, loss[loss=0.09021, over 7320.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007891, over 17.00 utterances.], tot_loss[loss=0.08313, over 1463289.56 frames. utt_duration=1317 frames, utt_pad_proportion=0.03738, over 4448.37 utterances.], batch size: 17, lr: 3.13e-04
2022-11-24 02:19:56,186 INFO [train.py:818] (0/4) Epoch 18, batch 1450, loss[loss=0.09413, over 7287.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006131, over 20.00 utterances.], tot_loss[loss=0.08197, over 1462982.27 frames. utt_duration=1330 frames, utt_pad_proportion=0.03484, over 4405.80 utterances.], batch size: 20, lr: 3.13e-04
2022-11-24 02:20:30,963 INFO [train.py:818] (0/4) Epoch 18, batch 1500, loss[loss=0.07922, over 7446.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01022, over 17.00 utterances.], tot_loss[loss=0.08123, over 1464024.94 frames. utt_duration=1335 frames, utt_pad_proportion=0.03445, over 4393.06 utterances.], batch size: 17, lr: 3.13e-04
2022-11-24 02:21:09,299 INFO [train.py:818] (0/4) Epoch 18, batch 1550, loss[loss=0.07642, over 7345.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009261, over 23.00 utterances.], tot_loss[loss=0.08176, over 1463626.55 frames. utt_duration=1324 frames, utt_pad_proportion=0.03689, over 4427.64 utterances.], batch size: 23, lr: 3.13e-04
2022-11-24 02:21:45,739 INFO [train.py:818] (0/4) Epoch 18, batch 1600, loss[loss=0.08146, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00569, over 20.00 utterances.], tot_loss[loss=0.08062, over 1464048.01 frames. utt_duration=1324 frames, utt_pad_proportion=0.03496, over 4427.51 utterances.], batch size: 20, lr: 3.13e-04
2022-11-24 02:22:22,522 INFO [train.py:818] (0/4) Epoch 18, batch 1650, loss[loss=0.0614, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.007677, over 17.00 utterances.], tot_loss[loss=0.08156, over 1465160.95 frames. utt_duration=1265 frames, utt_pad_proportion=0.04862, over 4639.08 utterances.], batch size: 17, lr: 3.13e-04
2022-11-24 02:22:59,709 INFO [train.py:818] (0/4) Epoch 18, batch 1700, loss[loss=0.06861, over 7108.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005105, over 18.00 utterances.], tot_loss[loss=0.08057, over 1464756.66 frames. utt_duration=1292 frames, utt_pad_proportion=0.04283, over 4540.38 utterances.], batch size: 18, lr: 3.13e-04
2022-11-24 02:23:35,401 INFO [train.py:818] (0/4) Epoch 18, batch 1750, loss[loss=0.05817, over 7306.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008169, over 18.00 utterances.], tot_loss[loss=0.08148, over 1464786.13 frames. utt_duration=1297 frames, utt_pad_proportion=0.04338, over 4521.66 utterances.], batch size: 18, lr: 3.13e-04
2022-11-24 02:24:11,540 INFO [train.py:818] (0/4) Epoch 18, batch 1800, loss[loss=0.09429, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005508, over 20.00 utterances.], tot_loss[loss=0.08202, over 1464597.11 frames. utt_duration=1274 frames, utt_pad_proportion=0.04968, over 4604.28 utterances.], batch size: 20, lr: 3.13e-04
2022-11-24 02:24:49,752 INFO [train.py:818] (0/4) Epoch 18, batch 1850, loss[loss=0.07646, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006285, over 21.00 utterances.], tot_loss[loss=0.08217, over 1465345.43 frames. utt_duration=1283 frames, utt_pad_proportion=0.04731, over 4573.64 utterances.], batch size: 21, lr: 3.13e-04
2022-11-24 02:25:24,826 INFO [train.py:818] (0/4) Epoch 18, batch 1900, loss[loss=0.07666, over 7205.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.00548, over 19.00 utterances.], tot_loss[loss=0.0818, over 1465783.21 frames. utt_duration=1304 frames, utt_pad_proportion=0.04441, over 4502.29 utterances.], batch size: 19, lr: 3.13e-04
2022-11-24 02:26:00,292 INFO [train.py:818] (0/4) Epoch 18, batch 1950, loss[loss=0.1039, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.00552, over 21.00 utterances.], tot_loss[loss=0.08221, over 1465927.57 frames. utt_duration=1286 frames, utt_pad_proportion=0.0478, over 4563.35 utterances.], batch size: 21, lr: 3.13e-04
2022-11-24 02:26:38,043 INFO [train.py:818] (0/4) Epoch 18, batch 2000, loss[loss=0.08835, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007197, over 22.00 utterances.], tot_loss[loss=0.08218, over 1465563.98 frames. utt_duration=1284 frames, utt_pad_proportion=0.04655, over 4572.32 utterances.], batch size: 22, lr: 3.13e-04
2022-11-24 02:27:13,645 INFO [train.py:818] (0/4) Epoch 18, batch 2050, loss[loss=0.08814, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005878, over 19.00 utterances.], tot_loss[loss=0.08197, over 1466131.66 frames. utt_duration=1258 frames, utt_pad_proportion=0.05907, over 4667.91 utterances.], batch size: 19, lr: 3.13e-04
2022-11-24 02:27:49,577 INFO [train.py:818] (0/4) Epoch 18, batch 2100, loss[loss=0.06959, over 7455.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006557, over 18.00 utterances.], tot_loss[loss=0.08165, over 1466424.12 frames. utt_duration=1250 frames, utt_pad_proportion=0.05986, over 4697.25 utterances.], batch size: 18, lr: 3.12e-04
2022-11-24 02:28:27,712 INFO [train.py:818] (0/4) Epoch 18, batch 2150, loss[loss=0.06322, over 7450.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.007124, over 17.00 utterances.], tot_loss[loss=0.08149, over 1466682.16 frames. utt_duration=1239 frames, utt_pad_proportion=0.06319, over 4739.13 utterances.], batch size: 17, lr: 3.12e-04
2022-11-24 02:29:02,877 INFO [train.py:818] (0/4) Epoch 18, batch 2200, loss[loss=0.07567, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.004984, over 21.00 utterances.], tot_loss[loss=0.0808, over 1466094.15 frames. utt_duration=1255 frames, utt_pad_proportion=0.05859, over 4676.66 utterances.], batch size: 21, lr: 3.12e-04
2022-11-24 02:29:38,658 INFO [train.py:818] (0/4) Epoch 18, batch 2250, loss[loss=0.07862, over 7196.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006519, over 19.00 utterances.], tot_loss[loss=0.08128, over 1466904.52 frames. utt_duration=1270 frames, utt_pad_proportion=0.05436, over 4624.58 utterances.], batch size: 19, lr: 3.12e-04
2022-11-24 02:30:16,935 INFO [train.py:818] (0/4) Epoch 18, batch 2300, loss[loss=0.04184, over 7304.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.007972, over 17.00 utterances.], tot_loss[loss=0.07999, over 1466848.51 frames. utt_duration=1275 frames, utt_pad_proportion=0.05652, over 4608.02 utterances.], batch size: 17, lr: 3.12e-04
2022-11-24 02:30:53,075 INFO [train.py:818] (0/4) Epoch 18, batch 2350, loss[loss=0.1005, over 7305.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007129, over 22.00 utterances.], tot_loss[loss=0.07972, over 1466315.58 frames. utt_duration=1274 frames, utt_pad_proportion=0.05815, over 4609.19 utterances.], batch size: 22, lr: 3.12e-04
2022-11-24 02:31:29,358 INFO [train.py:818] (0/4) Epoch 18, batch 2400, loss[loss=0.1015, over 7442.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.01452, over 24.00 utterances.], tot_loss[loss=0.07955, over 1465477.60 frames. utt_duration=1292 frames, utt_pad_proportion=0.05039, over 4541.00 utterances.], batch size: 24, lr: 3.12e-04
2022-11-24 02:32:07,089 INFO [train.py:818] (0/4) Epoch 18, batch 2450, loss[loss=0.08292, over 7301.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00575, over 19.00 utterances.], tot_loss[loss=0.08042, over 1464784.63 frames. utt_duration=1236 frames, utt_pad_proportion=0.06827, over 4746.06 utterances.], batch size: 19, lr: 3.12e-04
2022-11-24 02:32:43,244 INFO [train.py:818] (0/4) Epoch 18, batch 2500, loss[loss=0.08977, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006226, over 19.00 utterances.], tot_loss[loss=0.08096, over 1465479.33 frames. utt_duration=1229 frames, utt_pad_proportion=0.06736, over 4775.91 utterances.], batch size: 19, lr: 3.12e-04
2022-11-24 02:33:20,342 INFO [train.py:818] (0/4) Epoch 18, batch 2550, loss[loss=0.0897, over 7459.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009223, over 17.00 utterances.], tot_loss[loss=0.08017, over 1464980.41 frames. utt_duration=1240 frames, utt_pad_proportion=0.06447, over 4730.24 utterances.], batch size: 17, lr: 3.12e-04
2022-11-24 02:33:57,525 INFO [train.py:818] (0/4) Epoch 18, batch 2600, loss[loss=0.06393, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007375, over 18.00 utterances.], tot_loss[loss=0.07997, over 1464940.02 frames. utt_duration=1258 frames, utt_pad_proportion=0.05943, over 4664.40 utterances.], batch size: 18, lr: 3.12e-04
2022-11-24 02:34:34,542 INFO [train.py:818] (0/4) Epoch 18, batch 2650, loss[loss=0.08981, over 7377.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006659, over 21.00 utterances.], tot_loss[loss=0.08044, over 1465508.50 frames. utt_duration=1243 frames, utt_pad_proportion=0.06342, over 4722.73 utterances.], batch size: 21, lr: 3.12e-04
2022-11-24 02:35:12,510 INFO [train.py:818] (0/4) Epoch 18, batch 2700, loss[loss=0.08393, over 7227.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01678, over 24.00 utterances.], tot_loss[loss=0.08053, over 1465784.71 frames. utt_duration=1253 frames, utt_pad_proportion=0.05774, over 4683.38 utterances.], batch size: 24, lr: 3.12e-04
2022-11-24 02:35:49,283 INFO [train.py:818] (0/4) Epoch 18, batch 2750, loss[loss=0.06218, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01117, over 23.00 utterances.], tot_loss[loss=0.07918, over 1466501.75 frames. utt_duration=1263 frames, utt_pad_proportion=0.05599, over 4650.82 utterances.], batch size: 23, lr: 3.12e-04
2022-11-24 02:36:25,134 INFO [train.py:818] (0/4) Epoch 18, batch 2800, loss[loss=0.05113, over 7317.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006847, over 18.00 utterances.], tot_loss[loss=0.0785, over 1467159.01 frames. utt_duration=1264 frames, utt_pad_proportion=0.05624, over 4646.94 utterances.], batch size: 18, lr: 3.12e-04
2022-11-24 02:37:03,860 INFO [train.py:818] (0/4) Epoch 18, batch 2850, loss[loss=0.08807, over 7403.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.005404, over 19.00 utterances.], tot_loss[loss=0.07973, over 1466004.23 frames. utt_duration=1274 frames, utt_pad_proportion=0.05369, over 4609.15 utterances.], batch size: 19, lr: 3.12e-04
2022-11-24 02:37:39,579 INFO [train.py:818] (0/4) Epoch 18, batch 2900, loss[loss=0.09071, over 7310.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008805, over 17.00 utterances.], tot_loss[loss=0.08016, over 1465156.60 frames. utt_duration=1290 frames, utt_pad_proportion=0.0503, over 4546.76 utterances.], batch size: 17, lr: 3.12e-04
2022-11-24 02:38:15,855 INFO [train.py:818] (0/4) Epoch 18, batch 2950, loss[loss=0.08101, over 7437.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.00816, over 18.00 utterances.], tot_loss[loss=0.08056, over 1464670.25 frames. utt_duration=1270 frames, utt_pad_proportion=0.05928, over 4618.97 utterances.], batch size: 18, lr: 3.12e-04
2022-11-24 02:38:53,924 INFO [train.py:818] (0/4) Epoch 18, batch 3000, loss[loss=0.09394, over 7479.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006271, over 20.00 utterances.], tot_loss[loss=0.07997, over 1464250.87 frames. utt_duration=1264 frames, utt_pad_proportion=0.05923, over 4639.62 utterances.], batch size: 20, lr: 3.12e-04
2022-11-24 02:38:53,925 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 02:39:14,288 INFO [train.py:847] (0/4) Epoch 18, validation: loss=0.04976, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 02:39:50,969 INFO [train.py:818] (0/4) Epoch 18, batch 3050, loss[loss=0.05401, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006171, over 20.00 utterances.], tot_loss[loss=0.0808, over 1463640.85 frames. utt_duration=1252 frames, utt_pad_proportion=0.06055, over 4681.57 utterances.], batch size: 20, lr: 3.12e-04
2022-11-24 02:40:29,228 INFO [train.py:818] (0/4) Epoch 18, batch 3100, loss[loss=0.05738, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005038, over 20.00 utterances.], tot_loss[loss=0.07998, over 1463957.22 frames. utt_duration=1243 frames, utt_pad_proportion=0.06332, over 4717.83 utterances.], batch size: 20, lr: 3.11e-04
2022-11-24 02:41:04,970 INFO [train.py:818] (0/4) Epoch 18, batch 3150, loss[loss=0.0878, over 7381.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005417, over 20.00 utterances.], tot_loss[loss=0.07932, over 1463726.22 frames. utt_duration=1270 frames, utt_pad_proportion=0.05832, over 4614.75 utterances.], batch size: 20, lr: 3.11e-04
2022-11-24 02:41:42,530 INFO [train.py:818] (0/4) Epoch 18, batch 3200, loss[loss=0.0693, over 7391.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004708, over 21.00 utterances.], tot_loss[loss=0.07991, over 1463681.64 frames. utt_duration=1232 frames, utt_pad_proportion=0.06957, over 4757.98 utterances.], batch size: 21, lr: 3.11e-04
2022-11-24 02:42:21,254 INFO [train.py:818] (0/4) Epoch 18, batch 3250, loss[loss=0.08702, over 7386.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006452, over 20.00 utterances.], tot_loss[loss=0.07991, over 1464329.69 frames. utt_duration=1222 frames, utt_pad_proportion=0.06819, over 4797.28 utterances.], batch size: 20, lr: 3.11e-04
2022-11-24 02:42:56,481 INFO [train.py:818] (0/4) Epoch 18, batch 3300, loss[loss=0.09763, over 7419.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006489, over 22.00 utterances.], tot_loss[loss=0.07911, over 1464207.38 frames. utt_duration=1243 frames, utt_pad_proportion=0.06207, over 4718.49 utterances.], batch size: 22, lr: 3.11e-04
2022-11-24 02:43:34,568 INFO [train.py:818] (0/4) Epoch 18, batch 3350, loss[loss=0.07641, over 7191.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.005045, over 20.00 utterances.], tot_loss[loss=0.07918, over 1464332.92 frames. utt_duration=1255 frames, utt_pad_proportion=0.05953, over 4674.53 utterances.], batch size: 20, lr: 3.11e-04
2022-11-24 02:44:10,837 INFO [train.py:818] (0/4) Epoch 18, batch 3400, loss[loss=0.08982, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006358, over 21.00 utterances.], tot_loss[loss=0.08038, over 1464681.86 frames. utt_duration=1248 frames, utt_pad_proportion=0.06147, over 4700.09 utterances.], batch size: 21, lr: 3.11e-04
2022-11-24 02:44:47,109 INFO [train.py:818] (0/4) Epoch 18, batch 3450, loss[loss=0.07588, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007938, over 22.00 utterances.], tot_loss[loss=0.07982, over 1465075.20 frames. utt_duration=1241 frames, utt_pad_proportion=0.06045, over 4728.62 utterances.], batch size: 22, lr: 3.11e-04
2022-11-24 02:45:25,182 INFO [train.py:818] (0/4) Epoch 18, batch 3500, loss[loss=0.06137, over 7196.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006346, over 19.00 utterances.], tot_loss[loss=0.07961, over 1465810.03 frames. utt_duration=1250 frames, utt_pad_proportion=0.05905, over 4697.00 utterances.], batch size: 19, lr: 3.11e-04
2022-11-24 02:46:01,231 INFO [train.py:818] (0/4) Epoch 18, batch 3550, loss[loss=0.07083, over 7388.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.00451, over 21.00 utterances.], tot_loss[loss=0.07919, over 1466686.28 frames. utt_duration=1248 frames, utt_pad_proportion=0.05902, over 4708.49 utterances.], batch size: 21, lr: 3.11e-04
2022-11-24 02:46:36,370 INFO [train.py:818] (0/4) Epoch 18, batch 3600, loss[loss=0.06665, over 7176.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00739, over 21.00 utterances.], tot_loss[loss=0.07965, over 1465889.37 frames. utt_duration=1259 frames, utt_pad_proportion=0.05799, over 4662.58 utterances.], batch size: 21, lr: 3.11e-04
2022-11-24 02:47:15,222 INFO [train.py:818] (0/4) Epoch 18, batch 3650, loss[loss=0.09722, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01138, over 23.00 utterances.], tot_loss[loss=0.0794, over 1465745.29 frames. utt_duration=1264 frames, utt_pad_proportion=0.05727, over 4644.82 utterances.], batch size: 23, lr: 3.11e-04
2022-11-24 02:47:50,542 INFO [train.py:818] (0/4) Epoch 18, batch 3700, loss[loss=0.1262, over 7359.00 frames. utt_duration=422 frames, utt_pad_proportion=0.3385, over 70.00 utterances.], tot_loss[loss=0.07978, over 1467081.11 frames. utt_duration=1256 frames, utt_pad_proportion=0.05865, over 4677.50 utterances.], batch size: 70, lr: 3.11e-04
2022-11-24 02:48:27,048 INFO [train.py:818] (0/4) Epoch 18, batch 3750, loss[loss=0.06467, over 7190.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.005873, over 18.00 utterances.], tot_loss[loss=0.08015, over 1465779.84 frames. utt_duration=1253 frames, utt_pad_proportion=0.06203, over 4684.83 utterances.], batch size: 18, lr: 3.11e-04
2022-11-24 02:49:04,263 INFO [train.py:818] (0/4) Epoch 18, batch 3800, loss[loss=0.07389, over 7143.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.007119, over 17.00 utterances.], tot_loss[loss=0.08077, over 1465506.16 frames. utt_duration=1261 frames, utt_pad_proportion=0.06041, over 4653.14 utterances.], batch size: 17, lr: 3.11e-04
2022-11-24 02:49:40,355 INFO [train.py:818] (0/4) Epoch 18, batch 3850, loss[loss=0.07574, over 7302.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.01006, over 17.00 utterances.], tot_loss[loss=0.08185, over 1465484.06 frames. utt_duration=1248 frames, utt_pad_proportion=0.05964, over 4704.12 utterances.], batch size: 17, lr: 3.11e-04
2022-11-24 02:50:16,267 INFO [train.py:818] (0/4) Epoch 18, batch 3900, loss[loss=0.08955, over 7299.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01053, over 17.00 utterances.], tot_loss[loss=0.08101, over 1465173.22 frames. utt_duration=1262 frames, utt_pad_proportion=0.05586, over 4647.72 utterances.], batch size: 17, lr: 3.11e-04
2022-11-24 02:50:53,092 INFO [train.py:818] (0/4) Epoch 18, batch 3950, loss[loss=0.09781, over 7224.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01605, over 24.00 utterances.], tot_loss[loss=0.08038, over 1464881.19 frames. utt_duration=1275 frames, utt_pad_proportion=0.05253, over 4601.65 utterances.], batch size: 24, lr: 3.11e-04
2022-11-24 02:51:28,904 INFO [train.py:818] (0/4) Epoch 18, batch 4000, loss[loss=0.09444, over 7419.00 frames. utt_duration=762.5 frames, utt_pad_proportion=0.1345, over 39.00 utterances.], tot_loss[loss=0.07912, over 1464914.49 frames. utt_duration=1276 frames, utt_pad_proportion=0.0502, over 4598.06 utterances.], batch size: 39, lr: 3.11e-04
2022-11-24 02:52:05,981 INFO [train.py:818] (0/4) Epoch 18, batch 4050, loss[loss=0.0576, over 7192.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006178, over 19.00 utterances.], tot_loss[loss=0.07863, over 1463693.93 frames. utt_duration=1290 frames, utt_pad_proportion=0.04641, over 4545.56 utterances.], batch size: 19, lr: 3.11e-04
2022-11-24 02:52:43,926 INFO [train.py:818] (0/4) Epoch 18, batch 4100, loss[loss=0.07591, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.005882, over 19.00 utterances.], tot_loss[loss=0.07884, over 1464357.63 frames. utt_duration=1276 frames, utt_pad_proportion=0.0524, over 4594.04 utterances.], batch size: 19, lr: 3.10e-04
2022-11-24 02:53:19,536 INFO [train.py:818] (0/4) Epoch 18, batch 4150, loss[loss=0.05892, over 7220.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02245, over 25.00 utterances.], tot_loss[loss=0.0807, over 1464645.94 frames. utt_duration=1279 frames, utt_pad_proportion=0.0494, over 4587.57 utterances.], batch size: 25, lr: 3.10e-04
2022-11-24 02:53:56,704 INFO [train.py:818] (0/4) Epoch 18, batch 4200, loss[loss=0.0859, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004812, over 21.00 utterances.], tot_loss[loss=0.08204, over 1464566.51 frames. utt_duration=1281 frames, utt_pad_proportion=0.05098, over 4577.08 utterances.], batch size: 21, lr: 3.10e-04
2022-11-24 02:54:34,047 INFO [train.py:818] (0/4) Epoch 18, batch 4250, loss[loss=0.06991, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006019, over 20.00 utterances.], tot_loss[loss=0.08457, over 1464465.08 frames. utt_duration=1279 frames, utt_pad_proportion=0.04984, over 4585.08 utterances.], batch size: 20, lr: 3.10e-04
2022-11-24 02:55:09,743 INFO [train.py:818] (0/4) Epoch 18, batch 4300, loss[loss=0.08931, over 7407.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.00733, over 22.00 utterances.], tot_loss[loss=0.08736, over 1465217.21 frames. utt_duration=1277 frames, utt_pad_proportion=0.04818, over 4594.70 utterances.], batch size: 22, lr: 3.10e-04
2022-11-24 02:55:47,830 INFO [train.py:818] (0/4) Epoch 18, batch 4350, loss[loss=0.121, over 7208.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01719, over 24.00 utterances.], tot_loss[loss=0.08935, over 1464256.54 frames. utt_duration=1260 frames, utt_pad_proportion=0.05426, over 4652.52 utterances.], batch size: 24, lr: 3.10e-04
2022-11-24 02:56:23,892 INFO [train.py:818] (0/4) Epoch 18, batch 4400, loss[loss=0.1021, over 7405.00 frames. utt_duration=761.1 frames, utt_pad_proportion=0.1252, over 39.00 utterances.], tot_loss[loss=0.09162, over 1464930.67 frames. utt_duration=1248 frames, utt_pad_proportion=0.05493, over 4701.38 utterances.], batch size: 39, lr: 3.10e-04
2022-11-24 02:57:00,042 INFO [train.py:818] (0/4) Epoch 18, batch 4450, loss[loss=0.07935, over 7383.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006019, over 20.00 utterances.], tot_loss[loss=0.0926, over 1465034.23 frames. utt_duration=1255 frames, utt_pad_proportion=0.05187, over 4674.26 utterances.], batch size: 20, lr: 3.10e-04
2022-11-24 02:57:37,807 INFO [train.py:818] (0/4) Epoch 18, batch 4500, loss[loss=0.08157, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005654, over 20.00 utterances.], tot_loss[loss=0.09367, over 1464203.90 frames. utt_duration=1242 frames, utt_pad_proportion=0.05341, over 4720.16 utterances.], batch size: 20, lr: 3.10e-04
2022-11-24 02:58:14,302 INFO [train.py:818] (0/4) Epoch 18, batch 4550, loss[loss=0.1202, over 7191.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006931, over 20.00 utterances.], tot_loss[loss=0.09539, over 1464059.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.05105, over 4674.52 utterances.], batch size: 20, lr: 3.10e-04
2022-11-24 02:58:51,630 INFO [train.py:818] (0/4) Epoch 18, batch 4600, loss[loss=0.06179, over 7438.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008555, over 18.00 utterances.], tot_loss[loss=0.09581, over 1464425.58 frames. utt_duration=1256 frames, utt_pad_proportion=0.05198, over 4670.28 utterances.], batch size: 18, lr: 3.10e-04
2022-11-24 02:59:29,432 INFO [train.py:818] (0/4) Epoch 18, batch 4650, loss[loss=0.1001, over 7313.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008771, over 17.00 utterances.], tot_loss[loss=0.09611, over 1464522.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05054, over 4646.94 utterances.], batch size: 17, lr: 3.10e-04
2022-11-24 03:00:04,946 INFO [train.py:818] (0/4) Epoch 18, batch 4700, loss[loss=0.06319, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004904, over 19.00 utterances.], tot_loss[loss=0.09536, over 1464779.28 frames. utt_duration=1265 frames, utt_pad_proportion=0.04687, over 4635.59 utterances.], batch size: 19, lr: 3.10e-04
2022-11-24 03:00:42,143 INFO [train.py:818] (0/4) Epoch 18, batch 4750, loss[loss=0.08228, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.004809, over 20.00 utterances.], tot_loss[loss=0.09502, over 1465217.12 frames. utt_duration=1270 frames, utt_pad_proportion=0.04638, over 4618.89 utterances.], batch size: 20, lr: 3.10e-04
2022-11-24 03:01:18,967 INFO [train.py:818] (0/4) Epoch 18, batch 4800, loss[loss=0.07782, over 7108.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004895, over 18.00 utterances.], tot_loss[loss=0.09549, over 1465580.82 frames. utt_duration=1272 frames, utt_pad_proportion=0.04605, over 4615.25 utterances.], batch size: 18, lr: 3.10e-04
2022-11-24 03:01:55,825 INFO [train.py:818] (0/4) Epoch 18, batch 4850, loss[loss=0.1011, over 7168.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009353, over 22.00 utterances.], tot_loss[loss=0.09685, over 1465494.97 frames. utt_duration=1198 frames, utt_pad_proportion=0.07244, over 4899.10 utterances.], batch size: 22, lr: 3.10e-04
2022-11-24 03:02:32,925 INFO [train.py:818] (0/4) Epoch 18, batch 4900, loss[loss=0.1037, over 7196.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006105, over 19.00 utterances.], tot_loss[loss=0.09719, over 1466636.05 frames. utt_duration=1202 frames, utt_pad_proportion=0.07063, over 4886.73 utterances.], batch size: 19, lr: 3.10e-04
2022-11-24 03:03:10,267 INFO [train.py:818] (0/4) Epoch 18, batch 4950, loss[loss=0.1415, over 7486.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02447, over 26.00 utterances.], tot_loss[loss=0.09928, over 1466371.77 frames. utt_duration=1211 frames, utt_pad_proportion=0.06847, over 4847.59 utterances.], batch size: 26, lr: 3.10e-04
2022-11-24 03:03:45,897 INFO [train.py:818] (0/4) Epoch 18, batch 5000, loss[loss=0.05246, over 7155.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01009, over 17.00 utterances.], tot_loss[loss=0.0995, over 1465430.57 frames. utt_duration=1207 frames, utt_pad_proportion=0.07039, over 4860.78 utterances.], batch size: 17, lr: 3.10e-04
2022-11-24 03:04:24,157 INFO [train.py:818] (0/4) Epoch 18, batch 5050, loss[loss=0.1412, over 7462.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01207, over 24.00 utterances.], tot_loss[loss=0.1004, over 1466531.72 frames. utt_duration=1207 frames, utt_pad_proportion=0.07213, over 4867.46 utterances.], batch size: 24, lr: 3.10e-04
2022-11-24 03:05:02,154 INFO [train.py:818] (0/4) Epoch 18, batch 5100, loss[loss=0.08323, over 7396.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006378, over 19.00 utterances.], tot_loss[loss=0.09968, over 1466899.57 frames. utt_duration=1188 frames, utt_pad_proportion=0.07951, over 4943.56 utterances.], batch size: 19, lr: 3.09e-04
2022-11-24 03:05:38,584 INFO [train.py:818] (0/4) Epoch 18, batch 5150, loss[loss=0.09887, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007057, over 22.00 utterances.], tot_loss[loss=0.1005, over 1466830.32 frames. utt_duration=1161 frames, utt_pad_proportion=0.09011, over 5060.73 utterances.], batch size: 22, lr: 3.09e-04
2022-11-24 03:06:16,565 INFO [train.py:818] (0/4) Epoch 18, batch 5200, loss[loss=0.1345, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01368, over 24.00 utterances.], tot_loss[loss=0.09975, over 1466476.45 frames. utt_duration=1177 frames, utt_pad_proportion=0.08282, over 4992.30 utterances.], batch size: 24, lr: 3.09e-04
2022-11-24 03:06:53,520 INFO [train.py:818] (0/4) Epoch 18, batch 5250, loss[loss=0.09067, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006941, over 21.00 utterances.], tot_loss[loss=0.1004, over 1466048.98 frames. utt_duration=1166 frames, utt_pad_proportion=0.08816, over 5037.90 utterances.], batch size: 21, lr: 3.09e-04
2022-11-24 03:07:29,396 INFO [train.py:818] (0/4) Epoch 18, batch 5300, loss[loss=0.09734, over 7216.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.01874, over 25.00 utterances.], tot_loss[loss=0.1003, over 1467137.42 frames. utt_duration=1175 frames, utt_pad_proportion=0.08265, over 5001.40 utterances.], batch size: 25, lr: 3.09e-04
2022-11-24 03:08:07,665 INFO [train.py:818] (0/4) Epoch 18, batch 5350, loss[loss=0.09165, over 7348.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008588, over 23.00 utterances.], tot_loss[loss=0.1015, over 1466946.78 frames. utt_duration=1190 frames, utt_pad_proportion=0.07487, over 4937.54 utterances.], batch size: 23, lr: 3.09e-04
2022-11-24 03:08:43,811 INFO [train.py:818] (0/4) Epoch 18, batch 5400, loss[loss=0.09439, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005342, over 20.00 utterances.], tot_loss[loss=0.1007, over 1466274.79 frames. utt_duration=1208 frames, utt_pad_proportion=0.06838, over 4860.14 utterances.], batch size: 20, lr: 3.09e-04
2022-11-24 03:09:20,235 INFO [train.py:818] (0/4) Epoch 18, batch 5450, loss[loss=0.1141, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006702, over 19.00 utterances.], tot_loss[loss=0.09913, over 1466101.71 frames. utt_duration=1239 frames, utt_pad_proportion=0.06064, over 4740.66 utterances.], batch size: 19, lr: 3.09e-04
2022-11-24 03:09:56,943 INFO [train.py:818] (0/4) Epoch 18, batch 5500, loss[loss=0.09506, over 7287.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.004571, over 21.00 utterances.], tot_loss[loss=0.09856, over 1465850.27 frames. utt_duration=1255 frames, utt_pad_proportion=0.05623, over 4676.99 utterances.], batch size: 21, lr: 3.09e-04
2022-11-24 03:10:32,907 INFO [train.py:818] (0/4) Epoch 18, batch 5550, loss[loss=0.1067, over 7192.00 frames. utt_duration=1252 frames, utt_pad_proportion=0.009356, over 23.00 utterances.], tot_loss[loss=0.09769, over 1465042.00 frames. utt_duration=1286 frames, utt_pad_proportion=0.04733, over 4560.68 utterances.], batch size: 23, lr: 3.09e-04
2022-11-24 03:11:10,880 INFO [train.py:818] (0/4) Epoch 18, batch 5600, loss[loss=0.07774, over 7328.00 frames. utt_duration=773.1 frames, utt_pad_proportion=0.1204, over 38.00 utterances.], tot_loss[loss=0.09889, over 1464758.28 frames. utt_duration=1250 frames, utt_pad_proportion=0.05566, over 4691.21 utterances.], batch size: 38, lr: 3.09e-04
2022-11-24 03:11:48,612 INFO [train.py:818] (0/4) Epoch 18, batch 5650, loss[loss=0.05654, over 7284.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.0369, over 27.00 utterances.], tot_loss[loss=0.09897, over 1464493.04 frames. utt_duration=1241 frames, utt_pad_proportion=0.05709, over 4727.48 utterances.], batch size: 27, lr: 3.09e-04
2022-11-24 03:12:25,198 INFO [train.py:818] (0/4) Epoch 18, batch 5700, loss[loss=0.1062, over 7325.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.03159, over 27.00 utterances.], tot_loss[loss=0.09871, over 1464653.23 frames. utt_duration=1254 frames, utt_pad_proportion=0.05044, over 4677.83 utterances.], batch size: 27, lr: 3.09e-04
2022-11-24 03:13:03,384 INFO [train.py:818] (0/4) Epoch 18, batch 5750, loss[loss=0.1232, over 7435.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.009482, over 17.00 utterances.], tot_loss[loss=0.09899, over 1464428.05 frames. utt_duration=1258 frames, utt_pad_proportion=0.05491, over 4662.70 utterances.], batch size: 17, lr: 3.09e-04
2022-11-24 03:13:39,166 INFO [train.py:818] (0/4) Epoch 18, batch 5800, loss[loss=0.1078, over 7291.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006838, over 19.00 utterances.], tot_loss[loss=0.09893, over 1465095.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.06075, over 4697.56 utterances.], batch size: 19, lr: 3.09e-04
2022-11-24 03:14:15,861 INFO [train.py:818] (0/4) Epoch 18, batch 5850, loss[loss=0.08726, over 7343.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.00796, over 23.00 utterances.], tot_loss[loss=0.09902, over 1464968.97 frames. utt_duration=1248 frames, utt_pad_proportion=0.06067, over 4701.08 utterances.], batch size: 23, lr: 3.09e-04
2022-11-24 03:14:54,475 INFO [train.py:818] (0/4) Epoch 18, batch 5900, loss[loss=0.1261, over 7289.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009064, over 22.00 utterances.], tot_loss[loss=0.09791, over 1465901.59 frames. utt_duration=1256 frames, utt_pad_proportion=0.06086, over 4675.08 utterances.], batch size: 22, lr: 3.09e-04
2022-11-24 03:15:30,599 INFO [train.py:818] (0/4) Epoch 18, batch 5950, loss[loss=0.106, over 7386.00 frames. utt_duration=778.9 frames, utt_pad_proportion=0.1159, over 38.00 utterances.], tot_loss[loss=0.09923, over 1465450.79 frames. utt_duration=1240 frames, utt_pad_proportion=0.06666, over 4734.24 utterances.], batch size: 38, lr: 3.09e-04
2022-11-24 03:16:07,283 INFO [train.py:818] (0/4) Epoch 18, batch 6000, loss[loss=0.1169, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007341, over 18.00 utterances.], tot_loss[loss=0.09834, over 1465863.50 frames. utt_duration=1229 frames, utt_pad_proportion=0.06681, over 4776.39 utterances.], batch size: 18, lr: 3.09e-04
2022-11-24 03:16:07,284 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 03:16:27,468 INFO [train.py:847] (0/4) Epoch 18, validation: loss=0.04661, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 03:17:04,264 INFO [train.py:818] (0/4) Epoch 18, batch 6050, loss[loss=0.07322, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00571, over 19.00 utterances.], tot_loss[loss=0.09818, over 1465764.64 frames. utt_duration=1246 frames, utt_pad_proportion=0.06158, over 4711.73 utterances.], batch size: 19, lr: 3.09e-04
2022-11-24 03:17:42,928 INFO [train.py:818] (0/4) Epoch 18, batch 6100, loss[loss=0.0929, over 7468.00 frames. utt_duration=748.3 frames, utt_pad_proportion=0.1477, over 40.00 utterances.], tot_loss[loss=0.09968, over 1466528.25 frames. utt_duration=1212 frames, utt_pad_proportion=0.06814, over 4844.85 utterances.], batch size: 40, lr: 3.08e-04
2022-11-24 03:18:20,318 INFO [train.py:818] (0/4) Epoch 18, batch 6150, loss[loss=0.06721, over 7300.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01046, over 17.00 utterances.], tot_loss[loss=0.09868, over 1467271.32 frames. utt_duration=1228 frames, utt_pad_proportion=0.06509, over 4785.01 utterances.], batch size: 17, lr: 3.08e-04
2022-11-24 03:18:56,496 INFO [train.py:818] (0/4) Epoch 18, batch 6200, loss[loss=0.08774, over 7300.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005443, over 19.00 utterances.], tot_loss[loss=0.09859, over 1467380.73 frames. utt_duration=1212 frames, utt_pad_proportion=0.06861, over 4847.89 utterances.], batch size: 19, lr: 3.08e-04
2022-11-24 03:19:34,093 INFO [train.py:818] (0/4) Epoch 18, batch 6250, loss[loss=0.08549, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009441, over 17.00 utterances.], tot_loss[loss=0.09849, over 1466037.04 frames. utt_duration=1218 frames, utt_pad_proportion=0.06804, over 4822.46 utterances.], batch size: 17, lr: 3.08e-04
2022-11-24 03:20:11,124 INFO [train.py:818] (0/4) Epoch 18, batch 6300, loss[loss=0.1349, over 7441.00 frames. utt_duration=415.1 frames, utt_pad_proportion=0.3494, over 72.00 utterances.], tot_loss[loss=0.09865, over 1465341.02 frames. utt_duration=1210 frames, utt_pad_proportion=0.07112, over 4851.95 utterances.], batch size: 72, lr: 3.08e-04
2022-11-24 03:20:47,382 INFO [train.py:818] (0/4) Epoch 18, batch 6350, loss[loss=0.05666, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006671, over 20.00 utterances.], tot_loss[loss=0.09914, over 1467105.06 frames. utt_duration=1211 frames, utt_pad_proportion=0.07141, over 4851.68 utterances.], batch size: 20, lr: 3.08e-04
2022-11-24 03:21:25,643 INFO [train.py:818] (0/4) Epoch 18, batch 6400, loss[loss=0.1682, over 7455.00 frames. utt_duration=421.6 frames, utt_pad_proportion=0.3351, over 71.00 utterances.], tot_loss[loss=0.09961, over 1466876.51 frames. utt_duration=1207 frames, utt_pad_proportion=0.07257, over 4868.47 utterances.], batch size: 71, lr: 3.08e-04
2022-11-24 03:22:03,861 INFO [train.py:818] (0/4) Epoch 18, batch 6450, loss[loss=0.1041, over 7296.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03621, over 27.00 utterances.], tot_loss[loss=0.09983, over 1466739.43 frames. utt_duration=1183 frames, utt_pad_proportion=0.07914, over 4967.77 utterances.], batch size: 27, lr: 3.08e-04
2022-11-24 03:22:41,039 INFO [train.py:818] (0/4) Epoch 18, batch 6500, loss[loss=0.1002, over 7421.00 frames. utt_duration=762.8 frames, utt_pad_proportion=0.1332, over 39.00 utterances.], tot_loss[loss=0.09967, over 1466186.87 frames. utt_duration=1187 frames, utt_pad_proportion=0.07721, over 4945.91 utterances.], batch size: 39, lr: 3.08e-04
2022-11-24 03:23:19,257 INFO [train.py:818] (0/4) Epoch 18, batch 6550, loss[loss=0.04686, over 7175.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007634, over 17.00 utterances.], tot_loss[loss=0.09958, over 1466315.63 frames. utt_duration=1210 frames, utt_pad_proportion=0.07039, over 4853.47 utterances.], batch size: 17, lr: 3.08e-04
2022-11-24 03:23:55,821 INFO [train.py:818] (0/4) Epoch 18, batch 6600, loss[loss=0.08043, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006108, over 20.00 utterances.], tot_loss[loss=0.1, over 1466389.85 frames. utt_duration=1212 frames, utt_pad_proportion=0.07114, over 4846.18 utterances.], batch size: 20, lr: 3.08e-04
2022-11-24 03:24:32,988 INFO [train.py:818] (0/4) Epoch 18, batch 6650, loss[loss=0.06072, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006514, over 18.00 utterances.], tot_loss[loss=0.09954, over 1465789.01 frames. utt_duration=1198 frames, utt_pad_proportion=0.07837, over 4899.55 utterances.], batch size: 18, lr: 3.08e-04
2022-11-24 03:25:09,915 INFO [train.py:818] (0/4) Epoch 18, batch 6700, loss[loss=0.06282, over 7258.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.02956, over 16.00 utterances.], tot_loss[loss=0.09805, over 1465555.36 frames. utt_duration=1215 frames, utt_pad_proportion=0.07257, over 4830.74 utterances.], batch size: 16, lr: 3.08e-04
2022-11-24 03:25:46,650 INFO [train.py:818] (0/4) Epoch 18, batch 6750, loss[loss=0.08731, over 7165.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.009084, over 17.00 utterances.], tot_loss[loss=0.09864, over 1464436.68 frames. utt_duration=1206 frames, utt_pad_proportion=0.07356, over 4865.23 utterances.], batch size: 17, lr: 3.08e-04
2022-11-24 03:26:25,579 INFO [train.py:818] (0/4) Epoch 18, batch 6800, loss[loss=0.08613, over 7295.00 frames. utt_duration=769.7 frames, utt_pad_proportion=0.1254, over 38.00 utterances.], tot_loss[loss=0.09862, over 1464893.55 frames. utt_duration=1168 frames, utt_pad_proportion=0.08456, over 5023.32 utterances.], batch size: 38, lr: 3.08e-04
2022-11-24 03:27:01,331 INFO [train.py:818] (0/4) Epoch 18, batch 6850, loss[loss=0.09473, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006482, over 19.00 utterances.], tot_loss[loss=0.09958, over 1465425.66 frames. utt_duration=1181 frames, utt_pad_proportion=0.07657, over 4970.03 utterances.], batch size: 19, lr: 3.08e-04
2022-11-24 03:27:38,248 INFO [train.py:818] (0/4) Epoch 18, batch 6900, loss[loss=0.06172, over 7458.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01044, over 17.00 utterances.], tot_loss[loss=0.09899, over 1466851.18 frames. utt_duration=1203 frames, utt_pad_proportion=0.07272, over 4883.08 utterances.], batch size: 17, lr: 3.08e-04
2022-11-24 03:28:16,782 INFO [train.py:818] (0/4) Epoch 18, batch 6950, loss[loss=0.0902, over 7298.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.006528, over 22.00 utterances.], tot_loss[loss=0.09872, over 1467332.82 frames. utt_duration=1228 frames, utt_pad_proportion=0.06667, over 4784.33 utterances.], batch size: 22, lr: 3.08e-04
2022-11-24 03:28:52,725 INFO [train.py:818] (0/4) Epoch 18, batch 7000, loss[loss=0.08837, over 7462.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.008858, over 17.00 utterances.], tot_loss[loss=0.09802, over 1467239.64 frames. utt_duration=1224 frames, utt_pad_proportion=0.06779, over 4801.27 utterances.], batch size: 17, lr: 3.08e-04
2022-11-24 03:29:29,918 INFO [train.py:818] (0/4) Epoch 18, batch 7050, loss[loss=0.1354, over 7303.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007095, over 22.00 utterances.], tot_loss[loss=0.09794, over 1467394.83 frames. utt_duration=1232 frames, utt_pad_proportion=0.06701, over 4770.21 utterances.], batch size: 22, lr: 3.08e-04
2022-11-24 03:30:07,156 INFO [train.py:818] (0/4) Epoch 18, batch 7100, loss[loss=0.07477, over 7379.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.007859, over 19.00 utterances.], tot_loss[loss=0.09778, over 1466438.90 frames. utt_duration=1243 frames, utt_pad_proportion=0.0651, over 4724.53 utterances.], batch size: 19, lr: 3.08e-04
2022-11-24 03:30:43,950 INFO [train.py:818] (0/4) Epoch 18, batch 7150, loss[loss=0.07543, over 7375.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005957, over 21.00 utterances.], tot_loss[loss=0.09691, over 1465102.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.06075, over 4673.37 utterances.], batch size: 21, lr: 3.07e-04
2022-11-24 03:31:21,603 INFO [train.py:818] (0/4) Epoch 18, batch 7200, loss[loss=0.07457, over 7181.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.005946, over 18.00 utterances.], tot_loss[loss=0.09724, over 1465113.49 frames. utt_duration=1229 frames, utt_pad_proportion=0.06958, over 4773.16 utterances.], batch size: 18, lr: 3.07e-04
2022-11-24 03:32:00,971 INFO [train.py:818] (0/4) Epoch 18, batch 7250, loss[loss=0.1292, over 7389.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005246, over 21.00 utterances.], tot_loss[loss=0.09807, over 1464984.32 frames. utt_duration=1205 frames, utt_pad_proportion=0.0774, over 4867.99 utterances.], batch size: 21, lr: 3.07e-04
2022-11-24 03:32:36,439 INFO [train.py:818] (0/4) Epoch 18, batch 7300, loss[loss=0.1404, over 7235.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01358, over 24.00 utterances.], tot_loss[loss=0.09783, over 1464360.51 frames. utt_duration=1230 frames, utt_pad_proportion=0.0688, over 4766.26 utterances.], batch size: 24, lr: 3.07e-04
2022-11-24 03:33:14,593 INFO [train.py:818] (0/4) Epoch 18, batch 7350, loss[loss=0.1338, over 7385.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005582, over 20.00 utterances.], tot_loss[loss=0.09635, over 1464271.39 frames. utt_duration=1228 frames, utt_pad_proportion=0.06842, over 4776.21 utterances.], batch size: 20, lr: 3.07e-04
2022-11-24 03:33:51,125 INFO [train.py:818] (0/4) Epoch 18, batch 7400, loss[loss=0.08972, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006437, over 20.00 utterances.], tot_loss[loss=0.09606, over 1464806.27 frames. utt_duration=1238 frames, utt_pad_proportion=0.06618, over 4736.94 utterances.], batch size: 20, lr: 3.07e-04
2022-11-24 03:34:27,870 INFO [train.py:818] (0/4) Epoch 18, batch 7450, loss[loss=0.08594, over 7299.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005443, over 19.00 utterances.], tot_loss[loss=0.09518, over 1464646.45 frames. utt_duration=1247 frames, utt_pad_proportion=0.06343, over 4705.00 utterances.], batch size: 19, lr: 3.07e-04
2022-11-24 03:35:06,398 INFO [train.py:818] (0/4) Epoch 18, batch 7500, loss[loss=0.1118, over 7167.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.007916, over 22.00 utterances.], tot_loss[loss=0.09551, over 1465226.09 frames. utt_duration=1233 frames, utt_pad_proportion=0.06828, over 4758.74 utterances.], batch size: 22, lr: 3.07e-04
2022-11-24 03:35:42,488 INFO [train.py:818] (0/4) Epoch 18, batch 7550, loss[loss=0.0868, over 7394.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.005007, over 20.00 utterances.], tot_loss[loss=0.09624, over 1466368.23 frames. utt_duration=1239 frames, utt_pad_proportion=0.06398, over 4740.31 utterances.], batch size: 20, lr: 3.07e-04
2022-11-24 03:36:19,214 INFO [train.py:818] (0/4) Epoch 18, batch 7600, loss[loss=0.1043, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005874, over 19.00 utterances.], tot_loss[loss=0.09607, over 1466233.13 frames. utt_duration=1257 frames, utt_pad_proportion=0.05624, over 4671.11 utterances.], batch size: 19, lr: 3.07e-04
2022-11-24 03:36:58,059 INFO [train.py:818] (0/4) Epoch 18, batch 7650, loss[loss=0.1148, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007157, over 18.00 utterances.], tot_loss[loss=0.09616, over 1465804.79 frames. utt_duration=1238 frames, utt_pad_proportion=0.06235, over 4743.59 utterances.], batch size: 18, lr: 3.07e-04
2022-11-24 03:37:34,249 INFO [train.py:818] (0/4) Epoch 18, batch 7700, loss[loss=0.08025, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005485, over 20.00 utterances.], tot_loss[loss=0.09669, over 1465863.02 frames. utt_duration=1214 frames, utt_pad_proportion=0.07125, over 4835.93 utterances.], batch size: 20, lr: 3.07e-04
2022-11-24 03:38:11,806 INFO [train.py:818] (0/4) Epoch 18, batch 7750, loss[loss=0.1251, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005273, over 19.00 utterances.], tot_loss[loss=0.09631, over 1466918.14 frames. utt_duration=1216 frames, utt_pad_proportion=0.07211, over 4830.00 utterances.], batch size: 19, lr: 3.07e-04
2022-11-24 03:38:50,581 INFO [train.py:818] (0/4) Epoch 18, batch 7800, loss[loss=0.08067, over 7181.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.008449, over 18.00 utterances.], tot_loss[loss=0.09709, over 1466364.27 frames. utt_duration=1199 frames, utt_pad_proportion=0.07667, over 4899.52 utterances.], batch size: 18, lr: 3.07e-04
2022-11-24 03:39:28,211 INFO [train.py:818] (0/4) Epoch 18, batch 7850, loss[loss=0.04015, over 7156.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01026, over 17.00 utterances.], tot_loss[loss=0.09709, over 1465304.44 frames. utt_duration=1210 frames, utt_pad_proportion=0.07302, over 4849.91 utterances.], batch size: 17, lr: 3.07e-04
2022-11-24 03:40:05,818 INFO [train.py:818] (0/4) Epoch 18, batch 7900, loss[loss=0.1093, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005172, over 20.00 utterances.], tot_loss[loss=0.09733, over 1465251.57 frames. utt_duration=1225 frames, utt_pad_proportion=0.06688, over 4788.95 utterances.], batch size: 20, lr: 3.07e-04
2022-11-24 03:40:43,224 INFO [train.py:818] (0/4) Epoch 18, batch 7950, loss[loss=0.06808, over 7491.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006591, over 19.00 utterances.], tot_loss[loss=0.09664, over 1466126.16 frames. utt_duration=1241 frames, utt_pad_proportion=0.06163, over 4731.48 utterances.], batch size: 19, lr: 3.07e-04
2022-11-24 03:41:19,744 INFO [train.py:818] (0/4) Epoch 18, batch 8000, loss[loss=0.1284, over 7479.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02525, over 26.00 utterances.], tot_loss[loss=0.09461, over 1465849.52 frames. utt_duration=1247 frames, utt_pad_proportion=0.05875, over 4706.87 utterances.], batch size: 26, lr: 3.07e-04
2022-11-24 03:41:58,197 INFO [train.py:818] (0/4) Epoch 18, batch 8050, loss[loss=0.0623, over 7377.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.007125, over 19.00 utterances.], tot_loss[loss=0.09552, over 1466582.85 frames. utt_duration=1220 frames, utt_pad_proportion=0.06753, over 4814.26 utterances.], batch size: 19, lr: 3.07e-04
2022-11-24 03:42:34,581 INFO [train.py:818] (0/4) Epoch 18, batch 8100, loss[loss=0.1036, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004971, over 19.00 utterances.], tot_loss[loss=0.09637, over 1466335.02 frames. utt_duration=1209 frames, utt_pad_proportion=0.07052, over 4858.35 utterances.], batch size: 19, lr: 3.07e-04
2022-11-24 03:43:12,369 INFO [train.py:818] (0/4) Epoch 18, batch 8150, loss[loss=0.09662, over 7320.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007922, over 18.00 utterances.], tot_loss[loss=0.09642, over 1467214.43 frames. utt_duration=1214 frames, utt_pad_proportion=0.06841, over 4840.42 utterances.], batch size: 18, lr: 3.07e-04
2022-11-24 03:43:49,382 INFO [train.py:818] (0/4) Epoch 18, batch 8200, loss[loss=0.1062, over 7424.00 frames. utt_duration=763.1 frames, utt_pad_proportion=0.1309, over 39.00 utterances.], tot_loss[loss=0.09556, over 1467086.99 frames. utt_duration=1207 frames, utt_pad_proportion=0.07176, over 4866.08 utterances.], batch size: 39, lr: 3.06e-04
2022-11-24 03:44:26,318 INFO [train.py:818] (0/4) Epoch 18, batch 8250, loss[loss=0.1028, over 7191.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005456, over 21.00 utterances.], tot_loss[loss=0.0948, over 1467130.98 frames. utt_duration=1217 frames, utt_pad_proportion=0.07084, over 4827.19 utterances.], batch size: 21, lr: 3.06e-04
2022-11-24 03:45:04,584 INFO [train.py:818] (0/4) Epoch 18, batch 8300, loss[loss=0.1046, over 7246.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.02162, over 16.00 utterances.], tot_loss[loss=0.09733, over 1467719.08 frames. utt_duration=1187 frames, utt_pad_proportion=0.07796, over 4952.55 utterances.], batch size: 16, lr: 3.06e-04
2022-11-24 03:45:41,271 INFO [train.py:818] (0/4) Epoch 18, batch 8350, loss[loss=0.1143, over 7103.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005804, over 18.00 utterances.], tot_loss[loss=0.09721, over 1467821.14 frames. utt_duration=1218 frames, utt_pad_proportion=0.07007, over 4824.98 utterances.], batch size: 18, lr: 3.06e-04
2022-11-24 03:46:17,989 INFO [train.py:818] (0/4) Epoch 18, batch 8400, loss[loss=0.07172, over 7452.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006657, over 18.00 utterances.], tot_loss[loss=0.09734, over 1468154.40 frames. utt_duration=1193 frames, utt_pad_proportion=0.07675, over 4928.41 utterances.], batch size: 18, lr: 3.06e-04
2022-11-24 03:46:56,640 INFO [train.py:818] (0/4) Epoch 18, batch 8450, loss[loss=0.08853, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005851, over 20.00 utterances.], tot_loss[loss=0.09745, over 1467406.92 frames. utt_duration=1174 frames, utt_pad_proportion=0.08241, over 5005.13 utterances.], batch size: 20, lr: 3.06e-04
2022-11-24 03:47:33,627 INFO [train.py:818] (0/4) Epoch 18, batch 8500, loss[loss=0.06723, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.005962, over 22.00 utterances.], tot_loss[loss=0.09808, over 1466533.24 frames. utt_duration=1185 frames, utt_pad_proportion=0.08101, over 4957.33 utterances.], batch size: 22, lr: 3.06e-04
2022-11-24 03:48:10,579 INFO [train.py:818] (0/4) Epoch 18, batch 8550, loss[loss=0.09482, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007252, over 21.00 utterances.], tot_loss[loss=0.09693, over 1466950.09 frames. utt_duration=1201 frames, utt_pad_proportion=0.07724, over 4890.06 utterances.], batch size: 21, lr: 3.06e-04
2022-11-24 03:48:48,334 INFO [train.py:818] (0/4) Epoch 18, batch 8600, loss[loss=0.1096, over 7410.00 frames. utt_duration=761.2 frames, utt_pad_proportion=0.123, over 39.00 utterances.], tot_loss[loss=0.0963, over 1465865.95 frames. utt_duration=1186 frames, utt_pad_proportion=0.0787, over 4951.06 utterances.], batch size: 39, lr: 3.06e-04
2022-11-24 03:49:25,395 INFO [train.py:818] (0/4) Epoch 18, batch 8650, loss[loss=0.08146, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006923, over 19.00 utterances.], tot_loss[loss=0.09633, over 1466746.90 frames. utt_duration=1166 frames, utt_pad_proportion=0.08335, over 5037.76 utterances.], batch size: 19, lr: 3.06e-04
2022-11-24 03:50:00,927 INFO [train.py:818] (0/4) Epoch 18, batch 8700, loss[loss=0.1279, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005448, over 21.00 utterances.], tot_loss[loss=0.09693, over 1466790.47 frames. utt_duration=1192 frames, utt_pad_proportion=0.07193, over 4929.24 utterances.], batch size: 21, lr: 3.06e-04
2022-11-24 03:50:36,878 INFO [train.py:818] (0/4) Epoch 18, batch 8750, loss[loss=0.06922, over 7298.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009996, over 17.00 utterances.], tot_loss[loss=0.09665, over 1466624.77 frames. utt_duration=1181 frames, utt_pad_proportion=0.07523, over 4972.22 utterances.], batch size: 17, lr: 3.06e-04
2022-11-24 03:51:12,805 INFO [train.py:818] (0/4) Epoch 18, batch 8800, loss[loss=0.08069, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.004659, over 21.00 utterances.], tot_loss[loss=0.09562, over 1466239.07 frames. utt_duration=1226 frames, utt_pad_proportion=0.06634, over 4789.71 utterances.], batch size: 21, lr: 3.06e-04
2022-11-24 03:51:15,430 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-160000.pt
2022-11-24 03:51:59,699 INFO [train.py:818] (0/4) Epoch 18, batch 8850, loss[loss=0.07971, over 7469.00 frames. utt_duration=965.1 frames, utt_pad_proportion=0.05841, over 31.00 utterances.], tot_loss[loss=0.09532, over 1467248.07 frames. utt_duration=1179 frames, utt_pad_proportion=0.08163, over 4984.62 utterances.], batch size: 31, lr: 3.06e-04
2022-11-24 03:52:38,666 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-18.pt
2022-11-24 03:53:21,713 INFO [train.py:818] (0/4) Epoch 19, batch 0, loss[loss=0.106, over 7230.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01416, over 24.00 utterances.], tot_loss[loss=0.106, over 7230.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01416, over 24.00 utterances.], batch size: 24, lr: 2.98e-04
2022-11-24 03:53:57,562 INFO [train.py:818] (0/4) Epoch 19, batch 50, loss[loss=0.06874, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009381, over 17.00 utterances.], tot_loss[loss=0.08535, over 330971.59 frames. utt_duration=1272 frames, utt_pad_proportion=0.05959, over 1041.83 utterances.], batch size: 17, lr: 2.98e-04
2022-11-24 03:54:34,480 INFO [train.py:818] (0/4) Epoch 19, batch 100, loss[loss=0.05441, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007022, over 19.00 utterances.], tot_loss[loss=0.08168, over 580885.87 frames. utt_duration=1273 frames, utt_pad_proportion=0.06085, over 1827.35 utterances.], batch size: 19, lr: 2.98e-04
2022-11-24 03:55:11,760 INFO [train.py:818] (0/4) Epoch 19, batch 150, loss[loss=0.07004, over 7314.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00843, over 18.00 utterances.], tot_loss[loss=0.08188, over 775627.54 frames. utt_duration=1245 frames, utt_pad_proportion=0.06519, over 2495.83 utterances.], batch size: 18, lr: 2.98e-04
2022-11-24 03:55:47,031 INFO [train.py:818] (0/4) Epoch 19, batch 200, loss[loss=0.05231, over 7276.00 frames. utt_duration=971.5 frames, utt_pad_proportion=0.06048, over 30.00 utterances.], tot_loss[loss=0.08173, over 928999.43 frames. utt_duration=1266 frames, utt_pad_proportion=0.05592, over 2939.20 utterances.], batch size: 30, lr: 2.98e-04
2022-11-24 03:56:23,509 INFO [train.py:818] (0/4) Epoch 19, batch 250, loss[loss=0.06042, over 7210.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004586, over 20.00 utterances.], tot_loss[loss=0.0799, over 1047413.01 frames. utt_duration=1300 frames, utt_pad_proportion=0.04626, over 3226.33 utterances.], batch size: 20, lr: 2.98e-04
2022-11-24 03:57:01,429 INFO [train.py:818] (0/4) Epoch 19, batch 300, loss[loss=0.08812, over 7400.00 frames. utt_duration=390.9 frames, utt_pad_proportion=0.3873, over 76.00 utterances.], tot_loss[loss=0.08337, over 1140609.59 frames. utt_duration=1206 frames, utt_pad_proportion=0.07636, over 3788.60 utterances.], batch size: 76, lr: 2.98e-04
2022-11-24 03:57:38,007 INFO [train.py:818] (0/4) Epoch 19, batch 350, loss[loss=0.2293, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007784, over 19.00 utterances.], tot_loss[loss=0.08344, over 1213119.17 frames. utt_duration=1223 frames, utt_pad_proportion=0.07205, over 3972.85 utterances.], batch size: 19, lr: 2.98e-04
2022-11-24 03:58:15,344 INFO [train.py:818] (0/4) Epoch 19, batch 400, loss[loss=0.07299, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.00645, over 22.00 utterances.], tot_loss[loss=0.08253, over 1268729.08 frames. utt_duration=1244 frames, utt_pad_proportion=0.06421, over 4084.80 utterances.], batch size: 22, lr: 2.98e-04
2022-11-24 03:58:52,032 INFO [train.py:818] (0/4) Epoch 19, batch 450, loss[loss=0.05494, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00461, over 20.00 utterances.], tot_loss[loss=0.08188, over 1312820.06 frames. utt_duration=1217 frames, utt_pad_proportion=0.07177, over 4319.49 utterances.], batch size: 20, lr: 2.98e-04
2022-11-24 03:59:28,164 INFO [train.py:818] (0/4) Epoch 19, batch 500, loss[loss=0.07766, over 7233.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.015, over 24.00 utterances.], tot_loss[loss=0.08093, over 1345711.10 frames. utt_duration=1235 frames, utt_pad_proportion=0.06367, over 4364.51 utterances.], batch size: 24, lr: 2.98e-04
2022-11-24 04:00:06,275 INFO [train.py:818] (0/4) Epoch 19, batch 550, loss[loss=0.07138, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006699, over 21.00 utterances.], tot_loss[loss=0.07967, over 1372384.19 frames. utt_duration=1272 frames, utt_pad_proportion=0.05387, over 4320.56 utterances.], batch size: 21, lr: 2.98e-04
2022-11-24 04:00:42,244 INFO [train.py:818] (0/4) Epoch 19, batch 600, loss[loss=0.1043, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008419, over 22.00 utterances.], tot_loss[loss=0.07931, over 1392897.88 frames. utt_duration=1277 frames, utt_pad_proportion=0.05097, over 4366.48 utterances.], batch size: 22, lr: 2.98e-04
2022-11-24 04:01:17,663 INFO [train.py:818] (0/4) Epoch 19, batch 650, loss[loss=0.0765, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005621, over 20.00 utterances.], tot_loss[loss=0.0781, over 1408671.43 frames. utt_duration=1305 frames, utt_pad_proportion=0.0444, over 4322.61 utterances.], batch size: 20, lr: 2.97e-04
2022-11-24 04:01:54,777 INFO [train.py:818] (0/4) Epoch 19, batch 700, loss[loss=0.0727, over 7309.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008742, over 17.00 utterances.], tot_loss[loss=0.07651, over 1420716.07 frames. utt_duration=1328 frames, utt_pad_proportion=0.03788, over 4285.27 utterances.], batch size: 17, lr: 2.97e-04
2022-11-24 04:02:30,336 INFO [train.py:818] (0/4) Epoch 19, batch 750, loss[loss=0.0724, over 7199.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006479, over 18.00 utterances.], tot_loss[loss=0.07776, over 1429989.15 frames. utt_duration=1314 frames, utt_pad_proportion=0.04181, over 4358.21 utterances.], batch size: 18, lr: 2.97e-04
2022-11-24 04:03:05,463 INFO [train.py:818] (0/4) Epoch 19, batch 800, loss[loss=0.07593, over 7441.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.008189, over 17.00 utterances.], tot_loss[loss=0.07735, over 1438680.91 frames. utt_duration=1333 frames, utt_pad_proportion=0.036, over 4320.71 utterances.], batch size: 17, lr: 2.97e-04
2022-11-24 04:03:43,599 INFO [train.py:818] (0/4) Epoch 19, batch 850, loss[loss=0.07856, over 7491.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005505, over 19.00 utterances.], tot_loss[loss=0.07804, over 1443604.92 frames. utt_duration=1322 frames, utt_pad_proportion=0.04038, over 4372.53 utterances.], batch size: 19, lr: 2.97e-04
2022-11-24 04:04:20,542 INFO [train.py:818] (0/4) Epoch 19, batch 900, loss[loss=0.05752, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005856, over 19.00 utterances.], tot_loss[loss=0.07855, over 1447459.44 frames. utt_duration=1285 frames, utt_pad_proportion=0.04902, over 4510.23 utterances.], batch size: 19, lr: 2.97e-04
2022-11-24 04:04:58,269 INFO [train.py:818] (0/4) Epoch 19, batch 950, loss[loss=0.08088, over 7453.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01009, over 17.00 utterances.], tot_loss[loss=0.07918, over 1451296.80 frames. utt_duration=1265 frames, utt_pad_proportion=0.05505, over 4594.10 utterances.], batch size: 17, lr: 2.97e-04
2022-11-24 04:05:34,970 INFO [train.py:818] (0/4) Epoch 19, batch 1000, loss[loss=0.1042, over 7477.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.007854, over 23.00 utterances.], tot_loss[loss=0.07963, over 1455177.04 frames. utt_duration=1264 frames, utt_pad_proportion=0.05605, over 4608.77 utterances.], batch size: 23, lr: 2.97e-04
2022-11-24 04:06:11,019 INFO [train.py:818] (0/4) Epoch 19, batch 1050, loss[loss=0.0981, over 7180.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.006256, over 22.00 utterances.], tot_loss[loss=0.08033, over 1457117.80 frames. utt_duration=1270 frames, utt_pad_proportion=0.05267, over 4596.11 utterances.], batch size: 22, lr: 2.97e-04
2022-11-24 04:06:47,577 INFO [train.py:818] (0/4) Epoch 19, batch 1100, loss[loss=0.07692, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006739, over 20.00 utterances.], tot_loss[loss=0.08094, over 1459012.17 frames. utt_duration=1248 frames, utt_pad_proportion=0.06051, over 4680.32 utterances.], batch size: 20, lr: 2.97e-04
2022-11-24 04:07:25,231 INFO [train.py:818] (0/4) Epoch 19, batch 1150, loss[loss=0.07846, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.003954, over 19.00 utterances.], tot_loss[loss=0.08201, over 1460082.00 frames. utt_duration=1219 frames, utt_pad_proportion=0.06957, over 4796.01 utterances.], batch size: 19, lr: 2.97e-04
2022-11-24 04:08:00,956 INFO [train.py:818] (0/4) Epoch 19, batch 1200, loss[loss=0.0803, over 7358.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.006741, over 23.00 utterances.], tot_loss[loss=0.08101, over 1461433.77 frames. utt_duration=1242 frames, utt_pad_proportion=0.06146, over 4713.01 utterances.], batch size: 23, lr: 2.97e-04
2022-11-24 04:08:38,662 INFO [train.py:818] (0/4) Epoch 19, batch 1250, loss[loss=0.04837, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.006697, over 22.00 utterances.], tot_loss[loss=0.08079, over 1462678.80 frames. utt_duration=1245 frames, utt_pad_proportion=0.05731, over 4706.47 utterances.], batch size: 22, lr: 2.97e-04
2022-11-24 04:09:15,302 INFO [train.py:818] (0/4) Epoch 19, batch 1300, loss[loss=0.08886, over 7255.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.01234, over 24.00 utterances.], tot_loss[loss=0.0803, over 1463100.28 frames. utt_duration=1261 frames, utt_pad_proportion=0.05739, over 4647.68 utterances.], batch size: 24, lr: 2.97e-04
2022-11-24 04:09:51,106 INFO [train.py:818] (0/4) Epoch 19, batch 1350, loss[loss=0.1295, over 7306.00 frames. utt_duration=976.2 frames, utt_pad_proportion=0.05593, over 30.00 utterances.], tot_loss[loss=0.07972, over 1463901.19 frames. utt_duration=1293 frames, utt_pad_proportion=0.04881, over 4533.52 utterances.], batch size: 30, lr: 2.97e-04
2022-11-24 04:10:28,145 INFO [train.py:818] (0/4) Epoch 19, batch 1400, loss[loss=0.05034, over 7307.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008844, over 17.00 utterances.], tot_loss[loss=0.07893, over 1465002.67 frames. utt_duration=1295 frames, utt_pad_proportion=0.04723, over 4530.86 utterances.], batch size: 17, lr: 2.97e-04
2022-11-24 04:11:03,997 INFO [train.py:818] (0/4) Epoch 19, batch 1450, loss[loss=0.1583, over 7385.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.00488, over 19.00 utterances.], tot_loss[loss=0.07893, over 1465107.42 frames. utt_duration=1310 frames, utt_pad_proportion=0.04215, over 4478.86 utterances.], batch size: 19, lr: 2.97e-04
2022-11-24 04:11:38,993 INFO [train.py:818] (0/4) Epoch 19, batch 1500, loss[loss=0.04882, over 7297.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006158, over 19.00 utterances.], tot_loss[loss=0.08004, over 1464216.82 frames. utt_duration=1325 frames, utt_pad_proportion=0.03791, over 4424.71 utterances.], batch size: 19, lr: 2.97e-04
2022-11-24 04:12:17,108 INFO [train.py:818] (0/4) Epoch 19, batch 1550, loss[loss=0.07867, over 7186.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.007009, over 18.00 utterances.], tot_loss[loss=0.08036, over 1464778.45 frames. utt_duration=1330 frames, utt_pad_proportion=0.03439, over 4409.45 utterances.], batch size: 18, lr: 2.97e-04
2022-11-24 04:12:53,914 INFO [train.py:818] (0/4) Epoch 19, batch 1600, loss[loss=0.09412, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004934, over 20.00 utterances.], tot_loss[loss=0.08184, over 1464275.49 frames. utt_duration=1276 frames, utt_pad_proportion=0.05177, over 4594.81 utterances.], batch size: 20, lr: 2.97e-04
2022-11-24 04:13:29,823 INFO [train.py:818] (0/4) Epoch 19, batch 1650, loss[loss=0.08204, over 7271.00 frames. utt_duration=1455 frames, utt_pad_proportion=0.007196, over 20.00 utterances.], tot_loss[loss=0.08139, over 1464553.24 frames. utt_duration=1296 frames, utt_pad_proportion=0.04827, over 4524.01 utterances.], batch size: 20, lr: 2.97e-04
2022-11-24 04:14:07,633 INFO [train.py:818] (0/4) Epoch 19, batch 1700, loss[loss=0.07835, over 7312.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.007022, over 17.00 utterances.], tot_loss[loss=0.08054, over 1465334.12 frames. utt_duration=1304 frames, utt_pad_proportion=0.04606, over 4500.96 utterances.], batch size: 17, lr: 2.97e-04
2022-11-24 04:14:44,162 INFO [train.py:818] (0/4) Epoch 19, batch 1750, loss[loss=0.0579, over 7419.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006288, over 22.00 utterances.], tot_loss[loss=0.08095, over 1464818.01 frames. utt_duration=1302 frames, utt_pad_proportion=0.04694, over 4505.06 utterances.], batch size: 22, lr: 2.96e-04
2022-11-24 04:15:20,144 INFO [train.py:818] (0/4) Epoch 19, batch 1800, loss[loss=0.06957, over 7480.00 frames. utt_duration=1576 frames, utt_pad_proportion=0.008148, over 19.00 utterances.], tot_loss[loss=0.08037, over 1464720.44 frames. utt_duration=1283 frames, utt_pad_proportion=0.05309, over 4573.12 utterances.], batch size: 19, lr: 2.96e-04
2022-11-24 04:15:57,298 INFO [train.py:818] (0/4) Epoch 19, batch 1850, loss[loss=0.06137, over 7184.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006147, over 21.00 utterances.], tot_loss[loss=0.07992, over 1464297.76 frames. utt_duration=1282 frames, utt_pad_proportion=0.05241, over 4575.43 utterances.], batch size: 21, lr: 2.96e-04
2022-11-24 04:16:32,778 INFO [train.py:818] (0/4) Epoch 19, batch 1900, loss[loss=0.07661, over 7481.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02604, over 26.00 utterances.], tot_loss[loss=0.0814, over 1465419.28 frames. utt_duration=1274 frames, utt_pad_proportion=0.05384, over 4605.99 utterances.], batch size: 26, lr: 2.96e-04
2022-11-24 04:17:10,049 INFO [train.py:818] (0/4) Epoch 19, batch 1950, loss[loss=0.07578, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005287, over 21.00 utterances.], tot_loss[loss=0.08199, over 1466562.01 frames. utt_duration=1278 frames, utt_pad_proportion=0.05134, over 4595.87 utterances.], batch size: 21, lr: 2.96e-04
2022-11-24 04:17:45,902 INFO [train.py:818] (0/4) Epoch 19, batch 2000, loss[loss=0.08822, over 7479.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006536, over 20.00 utterances.], tot_loss[loss=0.08175, over 1466755.09 frames. utt_duration=1289 frames, utt_pad_proportion=0.04574, over 4556.84 utterances.], batch size: 20, lr: 2.96e-04
2022-11-24 04:18:21,286 INFO [train.py:818] (0/4) Epoch 19, batch 2050, loss[loss=0.0567, over 7386.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006284, over 20.00 utterances.], tot_loss[loss=0.08016, over 1465668.37 frames. utt_duration=1309 frames, utt_pad_proportion=0.04073, over 4484.63 utterances.], batch size: 20, lr: 2.96e-04
2022-11-24 04:18:58,781 INFO [train.py:818] (0/4) Epoch 19, batch 2100, loss[loss=0.08165, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006233, over 20.00 utterances.], tot_loss[loss=0.08019, over 1465672.53 frames. utt_duration=1268 frames, utt_pad_proportion=0.05487, over 4630.07 utterances.], batch size: 20, lr: 2.96e-04
2022-11-24 04:19:36,475 INFO [train.py:818] (0/4) Epoch 19, batch 2150, loss[loss=0.1036, over 7289.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.03416, over 16.00 utterances.], tot_loss[loss=0.07977, over 1464878.63 frames. utt_duration=1261 frames, utt_pad_proportion=0.05425, over 4653.60 utterances.], batch size: 16, lr: 2.96e-04
2022-11-24 04:20:12,263 INFO [train.py:818] (0/4) Epoch 19, batch 2200, loss[loss=0.06112, over 7492.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006558, over 19.00 utterances.], tot_loss[loss=0.07923, over 1464569.43 frames. utt_duration=1283 frames, utt_pad_proportion=0.04909, over 4570.74 utterances.], batch size: 19, lr: 2.96e-04
2022-11-24 04:20:48,793 INFO [train.py:818] (0/4) Epoch 19, batch 2250, loss[loss=0.06595, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005985, over 20.00 utterances.], tot_loss[loss=0.07976, over 1465225.43 frames. utt_duration=1281 frames, utt_pad_proportion=0.05019, over 4579.60 utterances.], batch size: 20, lr: 2.96e-04
2022-11-24 04:21:25,542 INFO [train.py:818] (0/4) Epoch 19, batch 2300, loss[loss=0.06511, over 7311.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008638, over 18.00 utterances.], tot_loss[loss=0.07936, over 1466278.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.04961, over 4578.27 utterances.], batch size: 18, lr: 2.96e-04
2022-11-24 04:22:02,248 INFO [train.py:818] (0/4) Epoch 19, batch 2350, loss[loss=0.08311, over 7197.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02601, over 25.00 utterances.], tot_loss[loss=0.07941, over 1466082.96 frames. utt_duration=1263 frames, utt_pad_proportion=0.05486, over 4649.51 utterances.], batch size: 25, lr: 2.96e-04
2022-11-24 04:22:40,394 INFO [train.py:818] (0/4) Epoch 19, batch 2400, loss[loss=0.1102, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02463, over 25.00 utterances.], tot_loss[loss=0.07993, over 1465204.69 frames. utt_duration=1252 frames, utt_pad_proportion=0.05881, over 4688.32 utterances.], batch size: 25, lr: 2.96e-04
2022-11-24 04:23:17,417 INFO [train.py:818] (0/4) Epoch 19, batch 2450, loss[loss=0.04992, over 7300.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004462, over 20.00 utterances.], tot_loss[loss=0.08208, over 1464610.47 frames. utt_duration=1253 frames, utt_pad_proportion=0.06077, over 4682.28 utterances.], batch size: 20, lr: 2.96e-04
2022-11-24 04:23:53,242 INFO [train.py:818] (0/4) Epoch 19, batch 2500, loss[loss=0.06843, over 7310.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03413, over 27.00 utterances.], tot_loss[loss=0.0814, over 1465089.08 frames. utt_duration=1262 frames, utt_pad_proportion=0.05556, over 4649.95 utterances.], batch size: 27, lr: 2.96e-04
2022-11-24 04:24:30,276 INFO [train.py:818] (0/4) Epoch 19, batch 2550, loss[loss=0.08278, over 7297.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005412, over 20.00 utterances.], tot_loss[loss=0.08166, over 1465485.57 frames. utt_duration=1279 frames, utt_pad_proportion=0.04782, over 4589.93 utterances.], batch size: 20, lr: 2.96e-04
2022-11-24 04:25:06,190 INFO [train.py:818] (0/4) Epoch 19, batch 2600, loss[loss=0.07183, over 7385.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006317, over 20.00 utterances.], tot_loss[loss=0.08158, over 1464768.21 frames. utt_duration=1261 frames, utt_pad_proportion=0.05012, over 4652.85 utterances.], batch size: 20, lr: 2.96e-04
2022-11-24 04:25:41,844 INFO [train.py:818] (0/4) Epoch 19, batch 2650, loss[loss=0.08558, over 7448.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01564, over 24.00 utterances.], tot_loss[loss=0.08075, over 1465419.70 frames. utt_duration=1263 frames, utt_pad_proportion=0.05158, over 4647.72 utterances.], batch size: 24, lr: 2.96e-04
2022-11-24 04:26:19,926 INFO [train.py:818] (0/4) Epoch 19, batch 2700, loss[loss=0.09775, over 7432.00 frames. utt_duration=960.3 frames, utt_pad_proportion=0.06945, over 31.00 utterances.], tot_loss[loss=0.08039, over 1466437.22 frames. utt_duration=1269 frames, utt_pad_proportion=0.05077, over 4627.88 utterances.], batch size: 31, lr: 2.96e-04
2022-11-24 04:26:55,384 INFO [train.py:818] (0/4) Epoch 19, batch 2750, loss[loss=0.08497, over 7346.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.008392, over 23.00 utterances.], tot_loss[loss=0.07963, over 1466398.55 frames. utt_duration=1264 frames, utt_pad_proportion=0.05108, over 4646.18 utterances.], batch size: 23, lr: 2.96e-04
2022-11-24 04:27:32,154 INFO [train.py:818] (0/4) Epoch 19, batch 2800, loss[loss=0.07364, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007257, over 18.00 utterances.], tot_loss[loss=0.0792, over 1466577.23 frames. utt_duration=1283 frames, utt_pad_proportion=0.04807, over 4577.44 utterances.], batch size: 18, lr: 2.95e-04
2022-11-24 04:28:10,742 INFO [train.py:818] (0/4) Epoch 19, batch 2850, loss[loss=0.07669, over 7180.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007697, over 22.00 utterances.], tot_loss[loss=0.07969, over 1465410.75 frames. utt_duration=1271 frames, utt_pad_proportion=0.0506, over 4616.94 utterances.], batch size: 22, lr: 2.95e-04
2022-11-24 04:28:47,311 INFO [train.py:818] (0/4) Epoch 19, batch 2900, loss[loss=0.09695, over 7277.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007426, over 21.00 utterances.], tot_loss[loss=0.07979, over 1465844.42 frames. utt_duration=1278 frames, utt_pad_proportion=0.04923, over 4593.27 utterances.], batch size: 21, lr: 2.95e-04
2022-11-24 04:29:24,229 INFO [train.py:818] (0/4) Epoch 19, batch 2950, loss[loss=0.07724, over 7387.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005381, over 21.00 utterances.], tot_loss[loss=0.07934, over 1465056.47 frames. utt_duration=1315 frames, utt_pad_proportion=0.04208, over 4462.59 utterances.], batch size: 21, lr: 2.95e-04
2022-11-24 04:30:00,583 INFO [train.py:818] (0/4) Epoch 19, batch 3000, loss[loss=0.08611, over 7385.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006284, over 20.00 utterances.], tot_loss[loss=0.0795, over 1465086.02 frames. utt_duration=1306 frames, utt_pad_proportion=0.0415, over 4493.87 utterances.], batch size: 20, lr: 2.95e-04
2022-11-24 04:30:00,584 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 04:30:20,647 INFO [train.py:847] (0/4) Epoch 19, validation: loss=0.04988, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 04:30:57,804 INFO [train.py:818] (0/4) Epoch 19, batch 3050, loss[loss=0.1123, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006897, over 20.00 utterances.], tot_loss[loss=0.07997, over 1464678.71 frames. utt_duration=1298 frames, utt_pad_proportion=0.04548, over 4517.32 utterances.], batch size: 20, lr: 2.95e-04
2022-11-24 04:31:34,758 INFO [train.py:818] (0/4) Epoch 19, batch 3100, loss[loss=0.08003, over 7287.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03542, over 27.00 utterances.], tot_loss[loss=0.08047, over 1465371.95 frames. utt_duration=1272 frames, utt_pad_proportion=0.05164, over 4612.54 utterances.], batch size: 27, lr: 2.95e-04
2022-11-24 04:32:10,434 INFO [train.py:818] (0/4) Epoch 19, batch 3150, loss[loss=0.0665, over 7440.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008222, over 18.00 utterances.], tot_loss[loss=0.07926, over 1467172.35 frames. utt_duration=1276 frames, utt_pad_proportion=0.04985, over 4604.01 utterances.], batch size: 18, lr: 2.95e-04
2022-11-24 04:32:48,391 INFO [train.py:818] (0/4) Epoch 19, batch 3200, loss[loss=0.1091, over 7493.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006492, over 19.00 utterances.], tot_loss[loss=0.07956, over 1466557.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.05478, over 4647.74 utterances.], batch size: 19, lr: 2.95e-04
2022-11-24 04:33:27,045 INFO [train.py:818] (0/4) Epoch 19, batch 3250, loss[loss=0.08927, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004093, over 21.00 utterances.], tot_loss[loss=0.07946, over 1467054.65 frames. utt_duration=1275 frames, utt_pad_proportion=0.05186, over 4606.80 utterances.], batch size: 21, lr: 2.95e-04
2022-11-24 04:34:02,660 INFO [train.py:818] (0/4) Epoch 19, batch 3300, loss[loss=0.09836, over 7257.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.02442, over 16.00 utterances.], tot_loss[loss=0.0791, over 1465325.60 frames. utt_duration=1302 frames, utt_pad_proportion=0.04559, over 4507.55 utterances.], batch size: 16, lr: 2.95e-04
2022-11-24 04:34:41,170 INFO [train.py:818] (0/4) Epoch 19, batch 3350, loss[loss=0.1378, over 7167.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009043, over 22.00 utterances.], tot_loss[loss=0.07998, over 1466226.26 frames. utt_duration=1284 frames, utt_pad_proportion=0.0496, over 4572.39 utterances.], batch size: 22, lr: 2.95e-04
2022-11-24 04:35:17,286 INFO [train.py:818] (0/4) Epoch 19, batch 3400, loss[loss=0.07327, over 7195.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.005283, over 20.00 utterances.], tot_loss[loss=0.07875, over 1465745.04 frames. utt_duration=1280 frames, utt_pad_proportion=0.04907, over 4585.56 utterances.], batch size: 20, lr: 2.95e-04
2022-11-24 04:35:53,427 INFO [train.py:818] (0/4) Epoch 19, batch 3450, loss[loss=0.05999, over 7486.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006596, over 19.00 utterances.], tot_loss[loss=0.07901, over 1465276.85 frames. utt_duration=1283 frames, utt_pad_proportion=0.04692, over 4572.24 utterances.], batch size: 19, lr: 2.95e-04
2022-11-24 04:36:29,939 INFO [train.py:818] (0/4) Epoch 19, batch 3500, loss[loss=0.06561, over 7447.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.01082, over 17.00 utterances.], tot_loss[loss=0.07896, over 1464316.09 frames. utt_duration=1285 frames, utt_pad_proportion=0.04532, over 4565.21 utterances.], batch size: 17, lr: 2.95e-04
2022-11-24 04:37:06,111 INFO [train.py:818] (0/4) Epoch 19, batch 3550, loss[loss=0.0573, over 7454.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006757, over 18.00 utterances.], tot_loss[loss=0.07811, over 1464211.99 frames. utt_duration=1296 frames, utt_pad_proportion=0.04163, over 4523.36 utterances.], batch size: 18, lr: 2.95e-04
2022-11-24 04:37:42,095 INFO [train.py:818] (0/4) Epoch 19, batch 3600, loss[loss=0.1542, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007638, over 22.00 utterances.], tot_loss[loss=0.07759, over 1464704.69 frames. utt_duration=1266 frames, utt_pad_proportion=0.05356, over 4633.37 utterances.], batch size: 22, lr: 2.95e-04
2022-11-24 04:38:20,316 INFO [train.py:818] (0/4) Epoch 19, batch 3650, loss[loss=0.06836, over 7447.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007394, over 18.00 utterances.], tot_loss[loss=0.07761, over 1464334.73 frames. utt_duration=1243 frames, utt_pad_proportion=0.06198, over 4718.87 utterances.], batch size: 18, lr: 2.95e-04
2022-11-24 04:38:55,732 INFO [train.py:818] (0/4) Epoch 19, batch 3700, loss[loss=0.06229, over 7256.00 frames. utt_duration=937.6 frames, utt_pad_proportion=0.07533, over 31.00 utterances.], tot_loss[loss=0.0785, over 1464653.49 frames. utt_duration=1249 frames, utt_pad_proportion=0.05785, over 4697.08 utterances.], batch size: 31, lr: 2.95e-04
2022-11-24 04:39:32,207 INFO [train.py:818] (0/4) Epoch 19, batch 3750, loss[loss=0.06726, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.00722, over 18.00 utterances.], tot_loss[loss=0.07908, over 1463452.31 frames. utt_duration=1261 frames, utt_pad_proportion=0.05506, over 4648.38 utterances.], batch size: 18, lr: 2.95e-04
2022-11-24 04:40:10,066 INFO [train.py:818] (0/4) Epoch 19, batch 3800, loss[loss=0.06878, over 7467.00 frames. utt_duration=1758 frames, utt_pad_proportion=0.007768, over 17.00 utterances.], tot_loss[loss=0.07853, over 1464292.71 frames. utt_duration=1221 frames, utt_pad_proportion=0.06277, over 4801.19 utterances.], batch size: 17, lr: 2.95e-04
2022-11-24 04:40:46,695 INFO [train.py:818] (0/4) Epoch 19, batch 3850, loss[loss=0.08898, over 7447.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.007423, over 18.00 utterances.], tot_loss[loss=0.07891, over 1464852.19 frames. utt_duration=1270 frames, utt_pad_proportion=0.05259, over 4618.47 utterances.], batch size: 18, lr: 2.95e-04
2022-11-24 04:41:23,719 INFO [train.py:818] (0/4) Epoch 19, batch 3900, loss[loss=0.06659, over 7305.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005035, over 19.00 utterances.], tot_loss[loss=0.0792, over 1465372.42 frames. utt_duration=1286 frames, utt_pad_proportion=0.04597, over 4562.42 utterances.], batch size: 19, lr: 2.95e-04
2022-11-24 04:42:01,634 INFO [train.py:818] (0/4) Epoch 19, batch 3950, loss[loss=0.08546, over 7321.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006305, over 18.00 utterances.], tot_loss[loss=0.08013, over 1464665.06 frames. utt_duration=1272 frames, utt_pad_proportion=0.0496, over 4611.26 utterances.], batch size: 18, lr: 2.94e-04
2022-11-24 04:42:37,959 INFO [train.py:818] (0/4) Epoch 19, batch 4000, loss[loss=0.08422, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.00498, over 21.00 utterances.], tot_loss[loss=0.07961, over 1463409.76 frames. utt_duration=1274 frames, utt_pad_proportion=0.05163, over 4600.37 utterances.], batch size: 21, lr: 2.94e-04
2022-11-24 04:43:16,109 INFO [train.py:818] (0/4) Epoch 19, batch 4050, loss[loss=0.0877, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006308, over 19.00 utterances.], tot_loss[loss=0.07932, over 1464954.87 frames. utt_duration=1262 frames, utt_pad_proportion=0.05456, over 4647.26 utterances.], batch size: 19, lr: 2.94e-04
2022-11-24 04:43:53,519 INFO [train.py:818] (0/4) Epoch 19, batch 4100, loss[loss=0.07942, over 7177.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.005814, over 21.00 utterances.], tot_loss[loss=0.08068, over 1465297.11 frames. utt_duration=1278 frames, utt_pad_proportion=0.04703, over 4590.76 utterances.], batch size: 21, lr: 2.94e-04
2022-11-24 04:44:29,421 INFO [train.py:818] (0/4) Epoch 19, batch 4150, loss[loss=0.06117, over 7166.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008912, over 17.00 utterances.], tot_loss[loss=0.08012, over 1465877.33 frames. utt_duration=1308 frames, utt_pad_proportion=0.04013, over 4488.21 utterances.], batch size: 17, lr: 2.94e-04
2022-11-24 04:45:05,952 INFO [train.py:818] (0/4) Epoch 19, batch 4200, loss[loss=0.06889, over 7157.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01022, over 17.00 utterances.], tot_loss[loss=0.08105, over 1465515.59 frames. utt_duration=1292 frames, utt_pad_proportion=0.04499, over 4542.74 utterances.], batch size: 17, lr: 2.94e-04
2022-11-24 04:45:43,974 INFO [train.py:818] (0/4) Epoch 19, batch 4250, loss[loss=0.07228, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.005641, over 19.00 utterances.], tot_loss[loss=0.08203, over 1464412.44 frames. utt_duration=1298 frames, utt_pad_proportion=0.04673, over 4516.82 utterances.], batch size: 19, lr: 2.94e-04
2022-11-24 04:46:20,355 INFO [train.py:818] (0/4) Epoch 19, batch 4300, loss[loss=0.1045, over 7245.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.02261, over 16.00 utterances.], tot_loss[loss=0.08298, over 1464533.24 frames. utt_duration=1290 frames, utt_pad_proportion=0.05035, over 4547.13 utterances.], batch size: 16, lr: 2.94e-04
2022-11-24 04:46:58,273 INFO [train.py:818] (0/4) Epoch 19, batch 4350, loss[loss=0.1575, over 7376.00 frames. utt_duration=429.3 frames, utt_pad_proportion=0.3282, over 69.00 utterances.], tot_loss[loss=0.08497, over 1463532.26 frames. utt_duration=1278 frames, utt_pad_proportion=0.05286, over 4585.53 utterances.], batch size: 69, lr: 2.94e-04
2022-11-24 04:47:34,758 INFO [train.py:818] (0/4) Epoch 19, batch 4400, loss[loss=0.0852, over 7351.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.009423, over 23.00 utterances.], tot_loss[loss=0.08611, over 1463980.38 frames. utt_duration=1271 frames, utt_pad_proportion=0.05216, over 4610.96 utterances.], batch size: 23, lr: 2.94e-04
2022-11-24 04:48:11,806 INFO [train.py:818] (0/4) Epoch 19, batch 4450, loss[loss=0.08603, over 7471.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005287, over 21.00 utterances.], tot_loss[loss=0.08847, over 1464318.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.05218, over 4611.01 utterances.], batch size: 21, lr: 2.94e-04
2022-11-24 04:48:49,066 INFO [train.py:818] (0/4) Epoch 19, batch 4500, loss[loss=0.06746, over 7196.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007922, over 18.00 utterances.], tot_loss[loss=0.09133, over 1464726.86 frames. utt_duration=1255 frames, utt_pad_proportion=0.05716, over 4672.56 utterances.], batch size: 18, lr: 2.94e-04
2022-11-24 04:49:26,277 INFO [train.py:818] (0/4) Epoch 19, batch 4550, loss[loss=0.1641, over 7422.00 frames. utt_duration=408.2 frames, utt_pad_proportion=0.3652, over 73.00 utterances.], tot_loss[loss=0.09305, over 1465227.96 frames. utt_duration=1240 frames, utt_pad_proportion=0.06258, over 4732.32 utterances.], batch size: 73, lr: 2.94e-04
2022-11-24 04:50:02,088 INFO [train.py:818] (0/4) Epoch 19, batch 4600, loss[loss=0.1098, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005952, over 20.00 utterances.], tot_loss[loss=0.09295, over 1464534.67 frames. utt_duration=1268 frames, utt_pad_proportion=0.0549, over 4626.62 utterances.], batch size: 20, lr: 2.94e-04
2022-11-24 04:50:39,277 INFO [train.py:818] (0/4) Epoch 19, batch 4650, loss[loss=0.1014, over 7390.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005344, over 19.00 utterances.], tot_loss[loss=0.09349, over 1463980.93 frames. utt_duration=1267 frames, utt_pad_proportion=0.05385, over 4628.60 utterances.], batch size: 19, lr: 2.94e-04
2022-11-24 04:51:15,793 INFO [train.py:818] (0/4) Epoch 19, batch 4700, loss[loss=0.07218, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005568, over 21.00 utterances.], tot_loss[loss=0.09381, over 1463947.33 frames. utt_duration=1254 frames, utt_pad_proportion=0.06046, over 4674.01 utterances.], batch size: 21, lr: 2.94e-04
2022-11-24 04:51:53,336 INFO [train.py:818] (0/4) Epoch 19, batch 4750, loss[loss=0.1199, over 7462.00 frames. utt_duration=729.9 frames, utt_pad_proportion=0.1342, over 41.00 utterances.], tot_loss[loss=0.09622, over 1464314.82 frames. utt_duration=1215 frames, utt_pad_proportion=0.06974, over 4828.43 utterances.], batch size: 41, lr: 2.94e-04
2022-11-24 04:52:30,711 INFO [train.py:818] (0/4) Epoch 19, batch 4800, loss[loss=0.1016, over 7348.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008123, over 23.00 utterances.], tot_loss[loss=0.09628, over 1464683.97 frames. utt_duration=1219 frames, utt_pad_proportion=0.06816, over 4813.95 utterances.], batch size: 23, lr: 2.94e-04
2022-11-24 04:53:06,483 INFO [train.py:818] (0/4) Epoch 19, batch 4850, loss[loss=0.1825, over 7485.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.00564, over 20.00 utterances.], tot_loss[loss=0.09647, over 1465230.15 frames. utt_duration=1241 frames, utt_pad_proportion=0.05964, over 4728.88 utterances.], batch size: 20, lr: 2.94e-04
2022-11-24 04:53:43,398 INFO [train.py:818] (0/4) Epoch 19, batch 4900, loss[loss=0.1043, over 7202.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004523, over 20.00 utterances.], tot_loss[loss=0.0975, over 1465480.66 frames. utt_duration=1235 frames, utt_pad_proportion=0.06035, over 4750.92 utterances.], batch size: 20, lr: 2.94e-04
2022-11-24 04:54:20,374 INFO [train.py:818] (0/4) Epoch 19, batch 4950, loss[loss=0.1225, over 7401.00 frames. utt_duration=956.6 frames, utt_pad_proportion=0.07215, over 31.00 utterances.], tot_loss[loss=0.09705, over 1464934.72 frames. utt_duration=1237 frames, utt_pad_proportion=0.05768, over 4741.32 utterances.], batch size: 31, lr: 2.94e-04
2022-11-24 04:54:56,250 INFO [train.py:818] (0/4) Epoch 19, batch 5000, loss[loss=0.08056, over 7308.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008977, over 18.00 utterances.], tot_loss[loss=0.09649, over 1465660.54 frames. utt_duration=1259 frames, utt_pad_proportion=0.05193, over 4661.00 utterances.], batch size: 18, lr: 2.94e-04
2022-11-24 04:55:35,236 INFO [train.py:818] (0/4) Epoch 19, batch 5050, loss[loss=0.09744, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006503, over 20.00 utterances.], tot_loss[loss=0.09623, over 1465355.23 frames. utt_duration=1220 frames, utt_pad_proportion=0.06582, over 4808.88 utterances.], batch size: 20, lr: 2.93e-04
2022-11-24 04:56:11,510 INFO [train.py:818] (0/4) Epoch 19, batch 5100, loss[loss=0.05419, over 7300.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.02441, over 16.00 utterances.], tot_loss[loss=0.09501, over 1463920.70 frames. utt_duration=1251 frames, utt_pad_proportion=0.05794, over 4686.91 utterances.], batch size: 16, lr: 2.93e-04
2022-11-24 04:56:47,688 INFO [train.py:818] (0/4) Epoch 19, batch 5150, loss[loss=0.08002, over 7170.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.008495, over 21.00 utterances.], tot_loss[loss=0.09649, over 1465753.24 frames. utt_duration=1227 frames, utt_pad_proportion=0.06442, over 4784.00 utterances.], batch size: 21, lr: 2.93e-04
2022-11-24 04:57:25,133 INFO [train.py:818] (0/4) Epoch 19, batch 5200, loss[loss=0.09019, over 7206.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005377, over 19.00 utterances.], tot_loss[loss=0.09667, over 1465674.99 frames. utt_duration=1247 frames, utt_pad_proportion=0.05613, over 4705.71 utterances.], batch size: 19, lr: 2.93e-04
2022-11-24 04:58:02,274 INFO [train.py:818] (0/4) Epoch 19, batch 5250, loss[loss=0.1024, over 7291.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009064, over 22.00 utterances.], tot_loss[loss=0.09828, over 1465967.91 frames. utt_duration=1223 frames, utt_pad_proportion=0.06461, over 4802.53 utterances.], batch size: 22, lr: 2.93e-04
2022-11-24 04:58:39,202 INFO [train.py:818] (0/4) Epoch 19, batch 5300, loss[loss=0.08657, over 7184.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01138, over 23.00 utterances.], tot_loss[loss=0.09889, over 1466149.91 frames. utt_duration=1223 frames, utt_pad_proportion=0.06487, over 4799.32 utterances.], batch size: 23, lr: 2.93e-04
2022-11-24 04:59:16,906 INFO [train.py:818] (0/4) Epoch 19, batch 5350, loss[loss=0.09863, over 7323.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03179, over 27.00 utterances.], tot_loss[loss=0.09802, over 1466424.52 frames. utt_duration=1229 frames, utt_pad_proportion=0.06399, over 4777.29 utterances.], batch size: 27, lr: 2.93e-04
2022-11-24 04:59:52,358 INFO [train.py:818] (0/4) Epoch 19, batch 5400, loss[loss=0.06899, over 7316.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.00776, over 17.00 utterances.], tot_loss[loss=0.09754, over 1466776.53 frames. utt_duration=1217 frames, utt_pad_proportion=0.06769, over 4825.07 utterances.], batch size: 17, lr: 2.93e-04
2022-11-24 05:00:29,380 INFO [train.py:818] (0/4) Epoch 19, batch 5450, loss[loss=0.09685, over 7458.00 frames. utt_duration=963.8 frames, utt_pad_proportion=0.06789, over 31.00 utterances.], tot_loss[loss=0.09655, over 1466897.75 frames. utt_duration=1214 frames, utt_pad_proportion=0.0669, over 4838.01 utterances.], batch size: 31, lr: 2.93e-04
2022-11-24 05:01:07,300 INFO [train.py:818] (0/4) Epoch 19, batch 5500, loss[loss=0.09117, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005484, over 20.00 utterances.], tot_loss[loss=0.09901, over 1466874.19 frames. utt_duration=1176 frames, utt_pad_proportion=0.08172, over 4995.49 utterances.], batch size: 20, lr: 2.93e-04
2022-11-24 05:01:44,268 INFO [train.py:818] (0/4) Epoch 19, batch 5550, loss[loss=0.101, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004955, over 21.00 utterances.], tot_loss[loss=0.09899, over 1466635.67 frames. utt_duration=1198 frames, utt_pad_proportion=0.07741, over 4902.87 utterances.], batch size: 21, lr: 2.93e-04
2022-11-24 05:02:22,517 INFO [train.py:818] (0/4) Epoch 19, batch 5600, loss[loss=0.1098, over 7452.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01547, over 24.00 utterances.], tot_loss[loss=0.09789, over 1467518.94 frames. utt_duration=1198 frames, utt_pad_proportion=0.07869, over 4906.77 utterances.], batch size: 24, lr: 2.93e-04
2022-11-24 05:02:59,482 INFO [train.py:818] (0/4) Epoch 19, batch 5650, loss[loss=0.1196, over 7484.00 frames. utt_duration=1071 frames, utt_pad_proportion=0.04299, over 28.00 utterances.], tot_loss[loss=0.09687, over 1467483.89 frames. utt_duration=1212 frames, utt_pad_proportion=0.07508, over 4847.70 utterances.], batch size: 28, lr: 2.93e-04
2022-11-24 05:03:36,230 INFO [train.py:818] (0/4) Epoch 19, batch 5700, loss[loss=0.09777, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005749, over 21.00 utterances.], tot_loss[loss=0.09762, over 1466927.28 frames. utt_duration=1189 frames, utt_pad_proportion=0.08259, over 4942.83 utterances.], batch size: 21, lr: 2.93e-04
2022-11-24 05:04:13,150 INFO [train.py:818] (0/4) Epoch 19, batch 5750, loss[loss=0.09176, over 7283.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03442, over 27.00 utterances.], tot_loss[loss=0.09644, over 1467517.58 frames. utt_duration=1201 frames, utt_pad_proportion=0.07888, over 4891.73 utterances.], batch size: 27, lr: 2.93e-04
2022-11-24 05:04:50,065 INFO [train.py:818] (0/4) Epoch 19, batch 5800, loss[loss=0.1256, over 7330.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006602, over 18.00 utterances.], tot_loss[loss=0.09918, over 1467058.37 frames. utt_duration=1163 frames, utt_pad_proportion=0.09009, over 5051.67 utterances.], batch size: 18, lr: 2.93e-04
2022-11-24 05:05:28,288 INFO [train.py:818] (0/4) Epoch 19, batch 5850, loss[loss=0.08582, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005576, over 19.00 utterances.], tot_loss[loss=0.09938, over 1466568.16 frames. utt_duration=1149 frames, utt_pad_proportion=0.09147, over 5111.86 utterances.], batch size: 19, lr: 2.93e-04
2022-11-24 05:06:05,918 INFO [train.py:818] (0/4) Epoch 19, batch 5900, loss[loss=0.09647, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007486, over 19.00 utterances.], tot_loss[loss=0.09962, over 1465996.80 frames. utt_duration=1179 frames, utt_pad_proportion=0.0847, over 4982.04 utterances.], batch size: 19, lr: 2.93e-04
2022-11-24 05:06:43,586 INFO [train.py:818] (0/4) Epoch 19, batch 5950, loss[loss=0.1137, over 7214.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02289, over 25.00 utterances.], tot_loss[loss=0.09937, over 1464842.49 frames. utt_duration=1185 frames, utt_pad_proportion=0.08347, over 4952.04 utterances.], batch size: 25, lr: 2.93e-04
2022-11-24 05:07:20,559 INFO [train.py:818] (0/4) Epoch 19, batch 6000, loss[loss=0.05915, over 7460.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.01024, over 17.00 utterances.], tot_loss[loss=0.09831, over 1464605.57 frames. utt_duration=1206 frames, utt_pad_proportion=0.07867, over 4863.42 utterances.], batch size: 17, lr: 2.93e-04
2022-11-24 05:07:20,561 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 05:07:40,630 INFO [train.py:847] (0/4) Epoch 19, validation: loss=0.047, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 05:08:17,094 INFO [train.py:818] (0/4) Epoch 19, batch 6050, loss[loss=0.1039, over 7444.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007627, over 18.00 utterances.], tot_loss[loss=0.09883, over 1464652.39 frames. utt_duration=1217 frames, utt_pad_proportion=0.07239, over 4821.21 utterances.], batch size: 18, lr: 2.93e-04
2022-11-24 05:08:54,200 INFO [train.py:818] (0/4) Epoch 19, batch 6100, loss[loss=0.07535, over 7306.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.005709, over 17.00 utterances.], tot_loss[loss=0.09679, over 1464670.88 frames. utt_duration=1237 frames, utt_pad_proportion=0.06577, over 4743.63 utterances.], batch size: 17, lr: 2.93e-04
2022-11-24 05:09:31,703 INFO [train.py:818] (0/4) Epoch 19, batch 6150, loss[loss=0.1247, over 7225.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.0222, over 25.00 utterances.], tot_loss[loss=0.09655, over 1464749.67 frames. utt_duration=1217 frames, utt_pad_proportion=0.06955, over 4821.32 utterances.], batch size: 25, lr: 2.93e-04
2022-11-24 05:10:08,075 INFO [train.py:818] (0/4) Epoch 19, batch 6200, loss[loss=0.0834, over 7231.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01493, over 24.00 utterances.], tot_loss[loss=0.09667, over 1464890.37 frames. utt_duration=1221 frames, utt_pad_proportion=0.0679, over 4806.36 utterances.], batch size: 24, lr: 2.92e-04
2022-11-24 05:10:45,282 INFO [train.py:818] (0/4) Epoch 19, batch 6250, loss[loss=0.08897, over 7489.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005043, over 20.00 utterances.], tot_loss[loss=0.09666, over 1464946.87 frames. utt_duration=1240 frames, utt_pad_proportion=0.06294, over 4732.87 utterances.], batch size: 20, lr: 2.92e-04
2022-11-24 05:11:21,940 INFO [train.py:818] (0/4) Epoch 19, batch 6300, loss[loss=0.06452, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006536, over 20.00 utterances.], tot_loss[loss=0.09496, over 1465732.52 frames. utt_duration=1267 frames, utt_pad_proportion=0.05491, over 4634.46 utterances.], batch size: 20, lr: 2.92e-04
2022-11-24 05:11:58,839 INFO [train.py:818] (0/4) Epoch 19, batch 6350, loss[loss=0.06727, over 7183.00 frames. utt_duration=1691 frames, utt_pad_proportion=0.006908, over 17.00 utterances.], tot_loss[loss=0.09446, over 1464624.98 frames. utt_duration=1278 frames, utt_pad_proportion=0.05186, over 4590.86 utterances.], batch size: 17, lr: 2.92e-04
2022-11-24 05:12:35,845 INFO [train.py:818] (0/4) Epoch 19, batch 6400, loss[loss=0.06801, over 7254.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.0371, over 27.00 utterances.], tot_loss[loss=0.09379, over 1464185.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.05234, over 4600.91 utterances.], batch size: 27, lr: 2.92e-04
2022-11-24 05:13:12,330 INFO [train.py:818] (0/4) Epoch 19, batch 6450, loss[loss=0.07474, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.09438, over 1464862.68 frames. utt_duration=1259 frames, utt_pad_proportion=0.05398, over 4659.65 utterances.], batch size: 21, lr: 2.92e-04
2022-11-24 05:13:49,169 INFO [train.py:818] (0/4) Epoch 19, batch 6500, loss[loss=0.06701, over 7439.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008788, over 18.00 utterances.], tot_loss[loss=0.09486, over 1464951.60 frames. utt_duration=1248 frames, utt_pad_proportion=0.0569, over 4702.63 utterances.], batch size: 18, lr: 2.92e-04
2022-11-24 05:14:27,093 INFO [train.py:818] (0/4) Epoch 19, batch 6550, loss[loss=0.06594, over 7200.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005176, over 20.00 utterances.], tot_loss[loss=0.09491, over 1465440.09 frames. utt_duration=1250 frames, utt_pad_proportion=0.05837, over 4693.71 utterances.], batch size: 20, lr: 2.92e-04
2022-11-24 05:15:04,176 INFO [train.py:818] (0/4) Epoch 19, batch 6600, loss[loss=0.08366, over 7292.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.004874, over 21.00 utterances.], tot_loss[loss=0.09487, over 1465282.09 frames. utt_duration=1224 frames, utt_pad_proportion=0.06688, over 4794.44 utterances.], batch size: 21, lr: 2.92e-04
2022-11-24 05:15:42,627 INFO [train.py:818] (0/4) Epoch 19, batch 6650, loss[loss=0.09484, over 7485.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.06514, over 31.00 utterances.], tot_loss[loss=0.09525, over 1465089.39 frames. utt_duration=1196 frames, utt_pad_proportion=0.07655, over 4904.73 utterances.], batch size: 31, lr: 2.92e-04
2022-11-24 05:16:19,517 INFO [train.py:818] (0/4) Epoch 19, batch 6700, loss[loss=0.1167, over 7476.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01364, over 24.00 utterances.], tot_loss[loss=0.09604, over 1466390.27 frames. utt_duration=1193 frames, utt_pad_proportion=0.07788, over 4924.10 utterances.], batch size: 24, lr: 2.92e-04
2022-11-24 05:16:57,754 INFO [train.py:818] (0/4) Epoch 19, batch 6750, loss[loss=0.06653, over 7221.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01622, over 24.00 utterances.], tot_loss[loss=0.09702, over 1465734.13 frames. utt_duration=1166 frames, utt_pad_proportion=0.08825, over 5034.84 utterances.], batch size: 24, lr: 2.92e-04
2022-11-24 05:17:34,584 INFO [train.py:818] (0/4) Epoch 19, batch 6800, loss[loss=0.08277, over 7102.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006014, over 18.00 utterances.], tot_loss[loss=0.09642, over 1465574.08 frames. utt_duration=1151 frames, utt_pad_proportion=0.0934, over 5101.34 utterances.], batch size: 18, lr: 2.92e-04
2022-11-24 05:18:11,155 INFO [train.py:818] (0/4) Epoch 19, batch 6850, loss[loss=0.0864, over 7104.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005454, over 18.00 utterances.], tot_loss[loss=0.09601, over 1465719.02 frames. utt_duration=1185 frames, utt_pad_proportion=0.08257, over 4952.17 utterances.], batch size: 18, lr: 2.92e-04
2022-11-24 05:18:49,465 INFO [train.py:818] (0/4) Epoch 19, batch 6900, loss[loss=0.07596, over 7489.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004844, over 20.00 utterances.], tot_loss[loss=0.09681, over 1464818.82 frames. utt_duration=1180 frames, utt_pad_proportion=0.0832, over 4972.49 utterances.], batch size: 20, lr: 2.92e-04
2022-11-24 05:19:27,017 INFO [train.py:818] (0/4) Epoch 19, batch 6950, loss[loss=0.1332, over 7341.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01007, over 23.00 utterances.], tot_loss[loss=0.09546, over 1464510.75 frames. utt_duration=1186 frames, utt_pad_proportion=0.07802, over 4945.31 utterances.], batch size: 23, lr: 2.92e-04
2022-11-24 05:20:03,217 INFO [train.py:818] (0/4) Epoch 19, batch 7000, loss[loss=0.09091, over 7326.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.02953, over 27.00 utterances.], tot_loss[loss=0.09454, over 1465043.58 frames. utt_duration=1192 frames, utt_pad_proportion=0.07235, over 4920.72 utterances.], batch size: 27, lr: 2.92e-04
2022-11-24 05:20:40,724 INFO [train.py:818] (0/4) Epoch 19, batch 7050, loss[loss=0.1136, over 7375.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.005355, over 21.00 utterances.], tot_loss[loss=0.09485, over 1464333.23 frames. utt_duration=1184 frames, utt_pad_proportion=0.07658, over 4955.31 utterances.], batch size: 21, lr: 2.92e-04
2022-11-24 05:21:18,172 INFO [train.py:818] (0/4) Epoch 19, batch 7100, loss[loss=0.07574, over 7316.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03092, over 27.00 utterances.], tot_loss[loss=0.09476, over 1465385.31 frames. utt_duration=1175 frames, utt_pad_proportion=0.08011, over 4996.53 utterances.], batch size: 27, lr: 2.92e-04
2022-11-24 05:21:54,462 INFO [train.py:818] (0/4) Epoch 19, batch 7150, loss[loss=0.09717, over 7343.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.009464, over 23.00 utterances.], tot_loss[loss=0.09457, over 1466687.89 frames. utt_duration=1206 frames, utt_pad_proportion=0.07112, over 4871.52 utterances.], batch size: 23, lr: 2.92e-04
2022-11-24 05:22:32,473 INFO [train.py:818] (0/4) Epoch 19, batch 7200, loss[loss=0.09255, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004981, over 21.00 utterances.], tot_loss[loss=0.09646, over 1466210.65 frames. utt_duration=1207 frames, utt_pad_proportion=0.07034, over 4863.37 utterances.], batch size: 21, lr: 2.92e-04
2022-11-24 05:23:09,746 INFO [train.py:818] (0/4) Epoch 19, batch 7250, loss[loss=0.06293, over 7296.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01047, over 17.00 utterances.], tot_loss[loss=0.09552, over 1466277.30 frames. utt_duration=1219 frames, utt_pad_proportion=0.06949, over 4818.58 utterances.], batch size: 17, lr: 2.92e-04
2022-11-24 05:23:46,699 INFO [train.py:818] (0/4) Epoch 19, batch 7300, loss[loss=0.0622, over 7176.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.00681, over 22.00 utterances.], tot_loss[loss=0.09407, over 1466390.27 frames. utt_duration=1226 frames, utt_pad_proportion=0.06672, over 4791.49 utterances.], batch size: 22, lr: 2.92e-04
2022-11-24 05:24:23,814 INFO [train.py:818] (0/4) Epoch 19, batch 7350, loss[loss=0.09612, over 7291.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008792, over 22.00 utterances.], tot_loss[loss=0.09267, over 1467957.67 frames. utt_duration=1224 frames, utt_pad_proportion=0.06657, over 4803.68 utterances.], batch size: 22, lr: 2.91e-04
2022-11-24 05:25:01,936 INFO [train.py:818] (0/4) Epoch 19, batch 7400, loss[loss=0.151, over 7452.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01527, over 24.00 utterances.], tot_loss[loss=0.09321, over 1467673.71 frames. utt_duration=1192 frames, utt_pad_proportion=0.07533, over 4930.02 utterances.], batch size: 24, lr: 2.91e-04
2022-11-24 05:25:39,640 INFO [train.py:818] (0/4) Epoch 19, batch 7450, loss[loss=0.1514, over 7437.00 frames. utt_duration=403.4 frames, utt_pad_proportion=0.3688, over 74.00 utterances.], tot_loss[loss=0.09305, over 1468574.56 frames. utt_duration=1178 frames, utt_pad_proportion=0.0793, over 4992.56 utterances.], batch size: 74, lr: 2.91e-04
2022-11-24 05:26:15,374 INFO [train.py:818] (0/4) Epoch 19, batch 7500, loss[loss=0.06657, over 7471.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006113, over 20.00 utterances.], tot_loss[loss=0.09311, over 1468629.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.06933, over 4856.52 utterances.], batch size: 20, lr: 2.91e-04
2022-11-24 05:26:52,062 INFO [train.py:818] (0/4) Epoch 19, batch 7550, loss[loss=0.1024, over 7277.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03611, over 27.00 utterances.], tot_loss[loss=0.09299, over 1468160.88 frames. utt_duration=1236 frames, utt_pad_proportion=0.06277, over 4757.10 utterances.], batch size: 27, lr: 2.91e-04
2022-11-24 05:27:29,473 INFO [train.py:818] (0/4) Epoch 19, batch 7600, loss[loss=0.1064, over 7188.00 frames. utt_duration=1309 frames, utt_pad_proportion=0.006385, over 22.00 utterances.], tot_loss[loss=0.09338, over 1468125.87 frames. utt_duration=1233 frames, utt_pad_proportion=0.0654, over 4766.97 utterances.], batch size: 22, lr: 2.91e-04
2022-11-24 05:28:07,414 INFO [train.py:818] (0/4) Epoch 19, batch 7650, loss[loss=0.08896, over 7471.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007133, over 20.00 utterances.], tot_loss[loss=0.09456, over 1468243.41 frames. utt_duration=1191 frames, utt_pad_proportion=0.07408, over 4935.63 utterances.], batch size: 20, lr: 2.91e-04
2022-11-24 05:28:43,673 INFO [train.py:818] (0/4) Epoch 19, batch 7700, loss[loss=0.06721, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006165, over 21.00 utterances.], tot_loss[loss=0.09511, over 1468839.97 frames. utt_duration=1193 frames, utt_pad_proportion=0.07493, over 4931.49 utterances.], batch size: 21, lr: 2.91e-04
2022-11-24 05:29:21,033 INFO [train.py:818] (0/4) Epoch 19, batch 7750, loss[loss=0.1106, over 7161.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009706, over 17.00 utterances.], tot_loss[loss=0.09492, over 1468513.02 frames. utt_duration=1201 frames, utt_pad_proportion=0.0734, over 4895.73 utterances.], batch size: 17, lr: 2.91e-04
2022-11-24 05:29:58,960 INFO [train.py:818] (0/4) Epoch 19, batch 7800, loss[loss=0.07435, over 7385.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004577, over 21.00 utterances.], tot_loss[loss=0.09546, over 1467367.92 frames. utt_duration=1217 frames, utt_pad_proportion=0.06853, over 4829.17 utterances.], batch size: 21, lr: 2.91e-04
2022-11-24 05:30:35,873 INFO [train.py:818] (0/4) Epoch 19, batch 7850, loss[loss=0.1023, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005795, over 21.00 utterances.], tot_loss[loss=0.09577, over 1467777.52 frames. utt_duration=1197 frames, utt_pad_proportion=0.07413, over 4912.08 utterances.], batch size: 21, lr: 2.91e-04
2022-11-24 05:31:12,752 INFO [train.py:818] (0/4) Epoch 19, batch 7900, loss[loss=0.148, over 7385.00 frames. utt_duration=395 frames, utt_pad_proportion=0.3838, over 75.00 utterances.], tot_loss[loss=0.09661, over 1467737.00 frames. utt_duration=1184 frames, utt_pad_proportion=0.07897, over 4962.93 utterances.], batch size: 75, lr: 2.91e-04
2022-11-24 05:31:20,213 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-168000.pt
2022-11-24 05:32:00,698 INFO [train.py:818] (0/4) Epoch 19, batch 7950, loss[loss=0.1024, over 7224.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.01998, over 25.00 utterances.], tot_loss[loss=0.09624, over 1466931.05 frames. utt_duration=1189 frames, utt_pad_proportion=0.07861, over 4942.92 utterances.], batch size: 25, lr: 2.91e-04
2022-11-24 05:32:38,934 INFO [train.py:818] (0/4) Epoch 19, batch 8000, loss[loss=0.06568, over 7279.00 frames. utt_duration=1534 frames, utt_pad_proportion=0.007188, over 19.00 utterances.], tot_loss[loss=0.09659, over 1467863.19 frames. utt_duration=1176 frames, utt_pad_proportion=0.08437, over 5000.24 utterances.], batch size: 19, lr: 2.91e-04
2022-11-24 05:33:15,550 INFO [train.py:818] (0/4) Epoch 19, batch 8050, loss[loss=0.08102, over 7434.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009354, over 18.00 utterances.], tot_loss[loss=0.09692, over 1468266.00 frames. utt_duration=1164 frames, utt_pad_proportion=0.08391, over 5053.65 utterances.], batch size: 18, lr: 2.91e-04
2022-11-24 05:33:52,339 INFO [train.py:818] (0/4) Epoch 19, batch 8100, loss[loss=0.06505, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008202, over 18.00 utterances.], tot_loss[loss=0.09716, over 1468154.99 frames. utt_duration=1176 frames, utt_pad_proportion=0.08069, over 5001.88 utterances.], batch size: 18, lr: 2.91e-04
2022-11-24 05:34:29,444 INFO [train.py:818] (0/4) Epoch 19, batch 8150, loss[loss=0.11, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008351, over 22.00 utterances.], tot_loss[loss=0.09672, over 1466721.47 frames. utt_duration=1171 frames, utt_pad_proportion=0.08284, over 5018.30 utterances.], batch size: 22, lr: 2.91e-04
2022-11-24 05:35:06,027 INFO [train.py:818] (0/4) Epoch 19, batch 8200, loss[loss=0.08288, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006661, over 22.00 utterances.], tot_loss[loss=0.09626, over 1467138.19 frames. utt_duration=1198 frames, utt_pad_proportion=0.0752, over 4904.39 utterances.], batch size: 22, lr: 2.91e-04
2022-11-24 05:35:42,456 INFO [train.py:818] (0/4) Epoch 19, batch 8250, loss[loss=0.09942, over 7236.00 frames. utt_duration=1074 frames, utt_pad_proportion=0.04064, over 27.00 utterances.], tot_loss[loss=0.09553, over 1466037.53 frames. utt_duration=1207 frames, utt_pad_proportion=0.07136, over 4863.49 utterances.], batch size: 27, lr: 2.91e-04
2022-11-24 05:36:19,498 INFO [train.py:818] (0/4) Epoch 19, batch 8300, loss[loss=0.1053, over 7408.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00613, over 22.00 utterances.], tot_loss[loss=0.09415, over 1466233.76 frames. utt_duration=1217 frames, utt_pad_proportion=0.06837, over 4824.46 utterances.], batch size: 22, lr: 2.91e-04
2022-11-24 05:36:57,509 INFO [train.py:818] (0/4) Epoch 19, batch 8350, loss[loss=0.1193, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006147, over 19.00 utterances.], tot_loss[loss=0.09375, over 1466590.45 frames. utt_duration=1236 frames, utt_pad_proportion=0.06198, over 4750.76 utterances.], batch size: 19, lr: 2.91e-04
2022-11-24 05:37:33,880 INFO [train.py:818] (0/4) Epoch 19, batch 8400, loss[loss=0.07678, over 7186.00 frames. utt_duration=1692 frames, utt_pad_proportion=0.006321, over 17.00 utterances.], tot_loss[loss=0.094, over 1466601.68 frames. utt_duration=1229 frames, utt_pad_proportion=0.06181, over 4780.51 utterances.], batch size: 17, lr: 2.91e-04
2022-11-24 05:38:12,274 INFO [train.py:818] (0/4) Epoch 19, batch 8450, loss[loss=0.06826, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008399, over 17.00 utterances.], tot_loss[loss=0.09468, over 1467198.81 frames. utt_duration=1236 frames, utt_pad_proportion=0.05994, over 4753.86 utterances.], batch size: 17, lr: 2.91e-04
2022-11-24 05:38:48,725 INFO [train.py:818] (0/4) Epoch 19, batch 8500, loss[loss=0.05822, over 7315.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008195, over 17.00 utterances.], tot_loss[loss=0.09335, over 1466046.40 frames. utt_duration=1214 frames, utt_pad_proportion=0.0688, over 4837.06 utterances.], batch size: 17, lr: 2.90e-04
2022-11-24 05:39:26,198 INFO [train.py:818] (0/4) Epoch 19, batch 8550, loss[loss=0.08493, over 7462.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02838, over 26.00 utterances.], tot_loss[loss=0.0936, over 1465786.50 frames. utt_duration=1213 frames, utt_pad_proportion=0.06985, over 4841.45 utterances.], batch size: 26, lr: 2.90e-04
2022-11-24 05:40:04,308 INFO [train.py:818] (0/4) Epoch 19, batch 8600, loss[loss=0.08115, over 7455.00 frames. utt_duration=963.4 frames, utt_pad_proportion=0.06826, over 31.00 utterances.], tot_loss[loss=0.09415, over 1465411.92 frames. utt_duration=1193 frames, utt_pad_proportion=0.07306, over 4918.45 utterances.], batch size: 31, lr: 2.90e-04
2022-11-24 05:40:41,474 INFO [train.py:818] (0/4) Epoch 19, batch 8650, loss[loss=0.1122, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00596, over 20.00 utterances.], tot_loss[loss=0.0944, over 1465671.94 frames. utt_duration=1169 frames, utt_pad_proportion=0.08148, over 5020.62 utterances.], batch size: 20, lr: 2.90e-04
2022-11-24 05:41:17,121 INFO [train.py:818] (0/4) Epoch 19, batch 8700, loss[loss=0.1047, over 7424.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005385, over 22.00 utterances.], tot_loss[loss=0.09342, over 1466358.10 frames. utt_duration=1210 frames, utt_pad_proportion=0.07026, over 4852.80 utterances.], batch size: 22, lr: 2.90e-04
2022-11-24 05:41:54,035 INFO [train.py:818] (0/4) Epoch 19, batch 8750, loss[loss=0.0746, over 7329.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.005928, over 18.00 utterances.], tot_loss[loss=0.09539, over 1466011.91 frames. utt_duration=1172 frames, utt_pad_proportion=0.08295, over 5009.97 utterances.], batch size: 18, lr: 2.90e-04
2022-11-24 05:42:29,295 INFO [train.py:818] (0/4) Epoch 19, batch 8800, loss[loss=0.08184, over 7444.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01141, over 17.00 utterances.], tot_loss[loss=0.09482, over 1466722.12 frames. utt_duration=1176 frames, utt_pad_proportion=0.0768, over 4994.80 utterances.], batch size: 17, lr: 2.90e-04
2022-11-24 05:43:06,885 INFO [train.py:818] (0/4) Epoch 19, batch 8850, loss[loss=0.109, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006795, over 22.00 utterances.], tot_loss[loss=0.09412, over 1466195.51 frames. utt_duration=1175 frames, utt_pad_proportion=0.07808, over 4996.56 utterances.], batch size: 22, lr: 2.90e-04
2022-11-24 05:43:45,042 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-19.pt
2022-11-24 05:44:18,337 INFO [train.py:818] (0/4) Epoch 20, batch 0, loss[loss=0.05724, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00571, over 19.00 utterances.], tot_loss[loss=0.05724, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.00571, over 19.00 utterances.], batch size: 19, lr: 2.83e-04
2022-11-24 05:44:54,502 INFO [train.py:818] (0/4) Epoch 20, batch 50, loss[loss=0.07238, over 7411.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007029, over 22.00 utterances.], tot_loss[loss=0.07599, over 331520.26 frames. utt_duration=1321 frames, utt_pad_proportion=0.03606, over 1005.14 utterances.], batch size: 22, lr: 2.83e-04
2022-11-24 05:45:29,696 INFO [train.py:818] (0/4) Epoch 20, batch 100, loss[loss=0.06604, over 7205.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.005103, over 20.00 utterances.], tot_loss[loss=0.07649, over 582156.78 frames. utt_duration=1302 frames, utt_pad_proportion=0.03874, over 1790.35 utterances.], batch size: 20, lr: 2.83e-04
2022-11-24 05:46:07,166 INFO [train.py:818] (0/4) Epoch 20, batch 150, loss[loss=0.06331, over 7327.00 frames. utt_duration=1725 frames, utt_pad_proportion=0.006167, over 17.00 utterances.], tot_loss[loss=0.07754, over 777713.49 frames. utt_duration=1329 frames, utt_pad_proportion=0.0317, over 2343.25 utterances.], batch size: 17, lr: 2.83e-04
2022-11-24 05:46:42,973 INFO [train.py:818] (0/4) Epoch 20, batch 200, loss[loss=0.05601, over 7441.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.008355, over 18.00 utterances.], tot_loss[loss=0.0784, over 929161.33 frames. utt_duration=1331 frames, utt_pad_proportion=0.03361, over 2796.20 utterances.], batch size: 18, lr: 2.83e-04
2022-11-24 05:47:19,000 INFO [train.py:818] (0/4) Epoch 20, batch 250, loss[loss=0.08712, over 7374.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006928, over 21.00 utterances.], tot_loss[loss=0.07901, over 1048160.48 frames. utt_duration=1306 frames, utt_pad_proportion=0.04308, over 3213.17 utterances.], batch size: 21, lr: 2.83e-04
2022-11-24 05:47:55,936 INFO [train.py:818] (0/4) Epoch 20, batch 300, loss[loss=0.07395, over 7340.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009868, over 23.00 utterances.], tot_loss[loss=0.07835, over 1140980.57 frames. utt_duration=1285 frames, utt_pad_proportion=0.04743, over 3555.32 utterances.], batch size: 23, lr: 2.83e-04
2022-11-24 05:48:31,234 INFO [train.py:818] (0/4) Epoch 20, batch 350, loss[loss=0.07166, over 7427.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005916, over 22.00 utterances.], tot_loss[loss=0.07704, over 1213246.12 frames. utt_duration=1305 frames, utt_pad_proportion=0.04342, over 3723.80 utterances.], batch size: 22, lr: 2.83e-04
2022-11-24 05:49:09,033 INFO [train.py:818] (0/4) Epoch 20, batch 400, loss[loss=0.0648, over 7451.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.008408, over 17.00 utterances.], tot_loss[loss=0.07608, over 1268639.63 frames. utt_duration=1328 frames, utt_pad_proportion=0.03645, over 3826.62 utterances.], batch size: 17, lr: 2.83e-04
2022-11-24 05:49:45,415 INFO [train.py:818] (0/4) Epoch 20, batch 450, loss[loss=0.05731, over 7408.00 frames. utt_duration=1561 frames, utt_pad_proportion=0.003829, over 19.00 utterances.], tot_loss[loss=0.07604, over 1313277.75 frames. utt_duration=1303 frames, utt_pad_proportion=0.04361, over 4036.41 utterances.], batch size: 19, lr: 2.83e-04
2022-11-24 05:50:20,668 INFO [train.py:818] (0/4) Epoch 20, batch 500, loss[loss=0.07567, over 7199.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.007095, over 18.00 utterances.], tot_loss[loss=0.07516, over 1346600.67 frames. utt_duration=1333 frames, utt_pad_proportion=0.03808, over 4044.43 utterances.], batch size: 18, lr: 2.83e-04
2022-11-24 05:50:59,403 INFO [train.py:818] (0/4) Epoch 20, batch 550, loss[loss=0.07789, over 7290.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03433, over 27.00 utterances.], tot_loss[loss=0.07512, over 1372978.23 frames. utt_duration=1312 frames, utt_pad_proportion=0.04683, over 4189.55 utterances.], batch size: 27, lr: 2.83e-04
2022-11-24 05:51:34,700 INFO [train.py:818] (0/4) Epoch 20, batch 600, loss[loss=0.06543, over 7470.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008782, over 17.00 utterances.], tot_loss[loss=0.07598, over 1394111.32 frames. utt_duration=1305 frames, utt_pad_proportion=0.04725, over 4277.82 utterances.], batch size: 17, lr: 2.83e-04
2022-11-24 05:52:10,311 INFO [train.py:818] (0/4) Epoch 20, batch 650, loss[loss=0.0708, over 7324.00 frames. utt_duration=946.4 frames, utt_pad_proportion=0.07126, over 31.00 utterances.], tot_loss[loss=0.07622, over 1409532.83 frames. utt_duration=1300 frames, utt_pad_proportion=0.04884, over 4343.10 utterances.], batch size: 31, lr: 2.83e-04
2022-11-24 05:52:47,782 INFO [train.py:818] (0/4) Epoch 20, batch 700, loss[loss=0.08793, over 7206.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004693, over 20.00 utterances.], tot_loss[loss=0.07637, over 1421401.84 frames. utt_duration=1301 frames, utt_pad_proportion=0.04565, over 4373.71 utterances.], batch size: 20, lr: 2.83e-04
2022-11-24 05:53:23,325 INFO [train.py:818] (0/4) Epoch 20, batch 750, loss[loss=0.07228, over 7160.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009021, over 17.00 utterances.], tot_loss[loss=0.07688, over 1431151.95 frames. utt_duration=1297 frames, utt_pad_proportion=0.04802, over 4417.18 utterances.], batch size: 17, lr: 2.82e-04
2022-11-24 05:53:59,230 INFO [train.py:818] (0/4) Epoch 20, batch 800, loss[loss=0.07487, over 7190.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.007479, over 19.00 utterances.], tot_loss[loss=0.0773, over 1438637.38 frames. utt_duration=1287 frames, utt_pad_proportion=0.05069, over 4476.83 utterances.], batch size: 19, lr: 2.82e-04
2022-11-24 05:54:37,772 INFO [train.py:818] (0/4) Epoch 20, batch 850, loss[loss=0.08522, over 7232.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01574, over 24.00 utterances.], tot_loss[loss=0.07731, over 1444228.65 frames. utt_duration=1300 frames, utt_pad_proportion=0.04426, over 4450.14 utterances.], batch size: 24, lr: 2.82e-04
2022-11-24 05:55:12,222 INFO [train.py:818] (0/4) Epoch 20, batch 900, loss[loss=0.1027, over 7393.00 frames. utt_duration=436.6 frames, utt_pad_proportion=0.3178, over 68.00 utterances.], tot_loss[loss=0.07718, over 1449046.87 frames. utt_duration=1301 frames, utt_pad_proportion=0.04358, over 4461.99 utterances.], batch size: 68, lr: 2.82e-04
2022-11-24 05:55:48,641 INFO [train.py:818] (0/4) Epoch 20, batch 950, loss[loss=0.07563, over 7386.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007317, over 19.00 utterances.], tot_loss[loss=0.07709, over 1453515.75 frames. utt_duration=1269 frames, utt_pad_proportion=0.04931, over 4586.70 utterances.], batch size: 19, lr: 2.82e-04
2022-11-24 05:56:27,606 INFO [train.py:818] (0/4) Epoch 20, batch 1000, loss[loss=0.09954, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004842, over 20.00 utterances.], tot_loss[loss=0.07798, over 1457043.31 frames. utt_duration=1239 frames, utt_pad_proportion=0.06186, over 4710.82 utterances.], batch size: 20, lr: 2.82e-04
2022-11-24 05:57:03,343 INFO [train.py:818] (0/4) Epoch 20, batch 1050, loss[loss=0.1248, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006418, over 20.00 utterances.], tot_loss[loss=0.07747, over 1459064.77 frames. utt_duration=1260 frames, utt_pad_proportion=0.05624, over 4637.74 utterances.], batch size: 20, lr: 2.82e-04
2022-11-24 05:57:39,287 INFO [train.py:818] (0/4) Epoch 20, batch 1100, loss[loss=0.06283, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004985, over 21.00 utterances.], tot_loss[loss=0.07689, over 1460336.78 frames. utt_duration=1273 frames, utt_pad_proportion=0.05369, over 4592.66 utterances.], batch size: 21, lr: 2.82e-04
2022-11-24 05:58:17,081 INFO [train.py:818] (0/4) Epoch 20, batch 1150, loss[loss=0.06425, over 7300.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.02697, over 16.00 utterances.], tot_loss[loss=0.07688, over 1461587.47 frames. utt_duration=1274 frames, utt_pad_proportion=0.05409, over 4594.61 utterances.], batch size: 16, lr: 2.82e-04
2022-11-24 05:58:52,583 INFO [train.py:818] (0/4) Epoch 20, batch 1200, loss[loss=0.07973, over 7177.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006704, over 21.00 utterances.], tot_loss[loss=0.07802, over 1462624.67 frames. utt_duration=1270 frames, utt_pad_proportion=0.05298, over 4610.29 utterances.], batch size: 21, lr: 2.82e-04
2022-11-24 05:59:29,028 INFO [train.py:818] (0/4) Epoch 20, batch 1250, loss[loss=0.07475, over 7218.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02269, over 25.00 utterances.], tot_loss[loss=0.07816, over 1463247.61 frames. utt_duration=1297 frames, utt_pad_proportion=0.04573, over 4517.23 utterances.], batch size: 25, lr: 2.82e-04
2022-11-24 06:00:06,813 INFO [train.py:818] (0/4) Epoch 20, batch 1300, loss[loss=0.05715, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005217, over 21.00 utterances.], tot_loss[loss=0.07863, over 1464222.86 frames. utt_duration=1301 frames, utt_pad_proportion=0.04312, over 4506.98 utterances.], batch size: 21, lr: 2.82e-04
2022-11-24 06:00:42,463 INFO [train.py:818] (0/4) Epoch 20, batch 1350, loss[loss=0.09982, over 7393.00 frames. utt_duration=759.6 frames, utt_pad_proportion=0.1228, over 39.00 utterances.], tot_loss[loss=0.0778, over 1464481.87 frames. utt_duration=1285 frames, utt_pad_proportion=0.04851, over 4562.26 utterances.], batch size: 39, lr: 2.82e-04
2022-11-24 06:01:19,483 INFO [train.py:818] (0/4) Epoch 20, batch 1400, loss[loss=0.09392, over 7486.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.00997, over 23.00 utterances.], tot_loss[loss=0.07812, over 1465327.21 frames. utt_duration=1266 frames, utt_pad_proportion=0.05363, over 4635.18 utterances.], batch size: 23, lr: 2.82e-04
2022-11-24 06:01:56,641 INFO [train.py:818] (0/4) Epoch 20, batch 1450, loss[loss=0.04492, over 7310.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.008974, over 17.00 utterances.], tot_loss[loss=0.07817, over 1465686.22 frames. utt_duration=1259 frames, utt_pad_proportion=0.05533, over 4661.71 utterances.], batch size: 17, lr: 2.82e-04
2022-11-24 06:02:32,215 INFO [train.py:818] (0/4) Epoch 20, batch 1500, loss[loss=0.1271, over 7447.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01694, over 24.00 utterances.], tot_loss[loss=0.07891, over 1467194.59 frames. utt_duration=1277 frames, utt_pad_proportion=0.05085, over 4602.22 utterances.], batch size: 24, lr: 2.82e-04
2022-11-24 06:03:09,672 INFO [train.py:818] (0/4) Epoch 20, batch 1550, loss[loss=0.08005, over 7212.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02422, over 25.00 utterances.], tot_loss[loss=0.0788, over 1466601.30 frames. utt_duration=1272 frames, utt_pad_proportion=0.05157, over 4618.99 utterances.], batch size: 25, lr: 2.82e-04
2022-11-24 06:03:45,339 INFO [train.py:818] (0/4) Epoch 20, batch 1600, loss[loss=0.097, over 7477.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01364, over 24.00 utterances.], tot_loss[loss=0.07818, over 1464877.11 frames. utt_duration=1285 frames, utt_pad_proportion=0.05059, over 4566.67 utterances.], batch size: 24, lr: 2.82e-04
2022-11-24 06:04:21,809 INFO [train.py:818] (0/4) Epoch 20, batch 1650, loss[loss=0.09875, over 7439.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01286, over 17.00 utterances.], tot_loss[loss=0.0788, over 1465384.28 frames. utt_duration=1298 frames, utt_pad_proportion=0.04795, over 4521.37 utterances.], batch size: 17, lr: 2.82e-04
2022-11-24 06:04:59,468 INFO [train.py:818] (0/4) Epoch 20, batch 1700, loss[loss=0.0691, over 7159.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007582, over 17.00 utterances.], tot_loss[loss=0.07864, over 1464484.68 frames. utt_duration=1300 frames, utt_pad_proportion=0.04958, over 4510.25 utterances.], batch size: 17, lr: 2.82e-04
2022-11-24 06:05:35,003 INFO [train.py:818] (0/4) Epoch 20, batch 1750, loss[loss=0.06527, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006457, over 21.00 utterances.], tot_loss[loss=0.07924, over 1464085.11 frames. utt_duration=1294 frames, utt_pad_proportion=0.04866, over 4530.37 utterances.], batch size: 21, lr: 2.82e-04
2022-11-24 06:06:09,942 INFO [train.py:818] (0/4) Epoch 20, batch 1800, loss[loss=0.08537, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008283, over 22.00 utterances.], tot_loss[loss=0.07875, over 1463959.84 frames. utt_duration=1295 frames, utt_pad_proportion=0.04683, over 4525.91 utterances.], batch size: 22, lr: 2.82e-04
2022-11-24 06:06:47,938 INFO [train.py:818] (0/4) Epoch 20, batch 1850, loss[loss=0.07508, over 7407.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.006498, over 22.00 utterances.], tot_loss[loss=0.0785, over 1464978.25 frames. utt_duration=1306 frames, utt_pad_proportion=0.04442, over 4491.50 utterances.], batch size: 22, lr: 2.82e-04
2022-11-24 06:07:22,805 INFO [train.py:818] (0/4) Epoch 20, batch 1900, loss[loss=0.08741, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006319, over 21.00 utterances.], tot_loss[loss=0.07801, over 1465128.11 frames. utt_duration=1301 frames, utt_pad_proportion=0.0457, over 4508.46 utterances.], batch size: 21, lr: 2.82e-04
2022-11-24 06:07:58,432 INFO [train.py:818] (0/4) Epoch 20, batch 1950, loss[loss=0.1076, over 7164.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008744, over 17.00 utterances.], tot_loss[loss=0.0782, over 1465304.08 frames. utt_duration=1309 frames, utt_pad_proportion=0.044, over 4481.33 utterances.], batch size: 17, lr: 2.81e-04
2022-11-24 06:08:36,370 INFO [train.py:818] (0/4) Epoch 20, batch 2000, loss[loss=0.06816, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006427, over 22.00 utterances.], tot_loss[loss=0.07782, over 1464205.84 frames. utt_duration=1319 frames, utt_pad_proportion=0.04137, over 4445.55 utterances.], batch size: 22, lr: 2.81e-04
2022-11-24 06:09:12,555 INFO [train.py:818] (0/4) Epoch 20, batch 2050, loss[loss=0.06541, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009821, over 17.00 utterances.], tot_loss[loss=0.0785, over 1464438.77 frames. utt_duration=1315 frames, utt_pad_proportion=0.04395, over 4457.94 utterances.], batch size: 17, lr: 2.81e-04
2022-11-24 06:09:47,567 INFO [train.py:818] (0/4) Epoch 20, batch 2100, loss[loss=0.08488, over 7302.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01019, over 18.00 utterances.], tot_loss[loss=0.07833, over 1465177.15 frames. utt_duration=1323 frames, utt_pad_proportion=0.04275, over 4436.23 utterances.], batch size: 18, lr: 2.81e-04
2022-11-24 06:10:25,976 INFO [train.py:818] (0/4) Epoch 20, batch 2150, loss[loss=0.1038, over 7491.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.008563, over 23.00 utterances.], tot_loss[loss=0.07885, over 1466207.15 frames. utt_duration=1313 frames, utt_pad_proportion=0.04658, over 4470.35 utterances.], batch size: 23, lr: 2.81e-04
2022-11-24 06:11:01,461 INFO [train.py:818] (0/4) Epoch 20, batch 2200, loss[loss=0.09834, over 7452.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01492, over 24.00 utterances.], tot_loss[loss=0.07798, over 1465567.72 frames. utt_duration=1334 frames, utt_pad_proportion=0.03924, over 4399.92 utterances.], batch size: 24, lr: 2.81e-04
2022-11-24 06:11:39,468 INFO [train.py:818] (0/4) Epoch 20, batch 2250, loss[loss=0.1032, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006105, over 20.00 utterances.], tot_loss[loss=0.07821, over 1464951.81 frames. utt_duration=1303 frames, utt_pad_proportion=0.0499, over 4501.42 utterances.], batch size: 20, lr: 2.81e-04
2022-11-24 06:12:16,635 INFO [train.py:818] (0/4) Epoch 20, batch 2300, loss[loss=0.0657, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005586, over 20.00 utterances.], tot_loss[loss=0.07828, over 1464748.52 frames. utt_duration=1305 frames, utt_pad_proportion=0.04723, over 4496.41 utterances.], batch size: 20, lr: 2.81e-04
2022-11-24 06:12:53,420 INFO [train.py:818] (0/4) Epoch 20, batch 2350, loss[loss=0.05251, over 7398.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005572, over 19.00 utterances.], tot_loss[loss=0.07826, over 1464981.90 frames. utt_duration=1294 frames, utt_pad_proportion=0.04857, over 4535.50 utterances.], batch size: 19, lr: 2.81e-04
2022-11-24 06:13:29,983 INFO [train.py:818] (0/4) Epoch 20, batch 2400, loss[loss=0.08219, over 7280.00 frames. utt_duration=1534 frames, utt_pad_proportion=0.007592, over 19.00 utterances.], tot_loss[loss=0.07802, over 1464356.51 frames. utt_duration=1293 frames, utt_pad_proportion=0.04759, over 4535.92 utterances.], batch size: 19, lr: 2.81e-04
2022-11-24 06:14:08,700 INFO [train.py:818] (0/4) Epoch 20, batch 2450, loss[loss=0.09359, over 7207.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01976, over 24.00 utterances.], tot_loss[loss=0.07814, over 1465271.78 frames. utt_duration=1264 frames, utt_pad_proportion=0.05632, over 4641.19 utterances.], batch size: 24, lr: 2.81e-04
2022-11-24 06:14:44,296 INFO [train.py:818] (0/4) Epoch 20, batch 2500, loss[loss=0.1241, over 7465.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005454, over 21.00 utterances.], tot_loss[loss=0.07873, over 1464975.99 frames. utt_duration=1262 frames, utt_pad_proportion=0.05478, over 4648.54 utterances.], batch size: 21, lr: 2.81e-04
2022-11-24 06:15:21,935 INFO [train.py:818] (0/4) Epoch 20, batch 2550, loss[loss=0.08165, over 7376.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.006091, over 21.00 utterances.], tot_loss[loss=0.07928, over 1465420.98 frames. utt_duration=1240 frames, utt_pad_proportion=0.05855, over 4731.32 utterances.], batch size: 21, lr: 2.81e-04
2022-11-24 06:15:59,035 INFO [train.py:818] (0/4) Epoch 20, batch 2600, loss[loss=0.0551, over 7309.00 frames. utt_duration=1828 frames, utt_pad_proportion=0.02542, over 16.00 utterances.], tot_loss[loss=0.0789, over 1466327.04 frames. utt_duration=1226 frames, utt_pad_proportion=0.06579, over 4791.77 utterances.], batch size: 16, lr: 2.81e-04
2022-11-24 06:16:35,889 INFO [train.py:818] (0/4) Epoch 20, batch 2650, loss[loss=0.1617, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006989, over 19.00 utterances.], tot_loss[loss=0.07801, over 1466093.37 frames. utt_duration=1246 frames, utt_pad_proportion=0.05917, over 4712.31 utterances.], batch size: 19, lr: 2.81e-04
2022-11-24 06:17:14,089 INFO [train.py:818] (0/4) Epoch 20, batch 2700, loss[loss=0.06472, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005018, over 21.00 utterances.], tot_loss[loss=0.079, over 1466397.66 frames. utt_duration=1206 frames, utt_pad_proportion=0.06982, over 4870.22 utterances.], batch size: 21, lr: 2.81e-04
2022-11-24 06:17:50,160 INFO [train.py:818] (0/4) Epoch 20, batch 2750, loss[loss=0.0551, over 7239.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.04034, over 16.00 utterances.], tot_loss[loss=0.07824, over 1466085.82 frames. utt_duration=1231 frames, utt_pad_proportion=0.06317, over 4768.04 utterances.], batch size: 16, lr: 2.81e-04
2022-11-24 06:18:26,145 INFO [train.py:818] (0/4) Epoch 20, batch 2800, loss[loss=0.05824, over 7329.00 frames. utt_duration=1834 frames, utt_pad_proportion=0.04386, over 16.00 utterances.], tot_loss[loss=0.07803, over 1467311.62 frames. utt_duration=1264 frames, utt_pad_proportion=0.05479, over 4647.52 utterances.], batch size: 16, lr: 2.81e-04
2022-11-24 06:19:03,923 INFO [train.py:818] (0/4) Epoch 20, batch 2850, loss[loss=0.07001, over 7431.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009259, over 18.00 utterances.], tot_loss[loss=0.07768, over 1465722.49 frames. utt_duration=1282 frames, utt_pad_proportion=0.04972, over 4577.78 utterances.], batch size: 18, lr: 2.81e-04
2022-11-24 06:19:39,800 INFO [train.py:818] (0/4) Epoch 20, batch 2900, loss[loss=0.04879, over 7296.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01044, over 17.00 utterances.], tot_loss[loss=0.07721, over 1465877.41 frames. utt_duration=1298 frames, utt_pad_proportion=0.04318, over 4521.91 utterances.], batch size: 17, lr: 2.81e-04
2022-11-24 06:20:16,991 INFO [train.py:818] (0/4) Epoch 20, batch 2950, loss[loss=0.04732, over 7197.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.00607, over 19.00 utterances.], tot_loss[loss=0.07757, over 1466369.75 frames. utt_duration=1272 frames, utt_pad_proportion=0.05181, over 4615.89 utterances.], batch size: 19, lr: 2.81e-04
2022-11-24 06:20:54,660 INFO [train.py:818] (0/4) Epoch 20, batch 3000, loss[loss=0.05328, over 7298.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005784, over 19.00 utterances.], tot_loss[loss=0.07755, over 1465719.10 frames. utt_duration=1277 frames, utt_pad_proportion=0.05069, over 4597.45 utterances.], batch size: 19, lr: 2.81e-04
2022-11-24 06:20:54,661 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 06:21:15,146 INFO [train.py:847] (0/4) Epoch 20, validation: loss=0.05032, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 06:21:52,288 INFO [train.py:818] (0/4) Epoch 20, batch 3050, loss[loss=0.04532, over 7458.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009815, over 17.00 utterances.], tot_loss[loss=0.07714, over 1465034.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.05203, over 4587.39 utterances.], batch size: 17, lr: 2.81e-04
2022-11-24 06:22:31,502 INFO [train.py:818] (0/4) Epoch 20, batch 3100, loss[loss=0.1416, over 7450.00 frames. utt_duration=421.4 frames, utt_pad_proportion=0.3384, over 71.00 utterances.], tot_loss[loss=0.0781, over 1465513.39 frames. utt_duration=1231 frames, utt_pad_proportion=0.06946, over 4767.90 utterances.], batch size: 71, lr: 2.81e-04
2022-11-24 06:23:07,300 INFO [train.py:818] (0/4) Epoch 20, batch 3150, loss[loss=0.07518, over 7393.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005811, over 19.00 utterances.], tot_loss[loss=0.07769, over 1465549.91 frames. utt_duration=1235 frames, utt_pad_proportion=0.06854, over 4751.89 utterances.], batch size: 19, lr: 2.81e-04
2022-11-24 06:23:43,036 INFO [train.py:818] (0/4) Epoch 20, batch 3200, loss[loss=0.06257, over 7306.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.007836, over 17.00 utterances.], tot_loss[loss=0.07766, over 1466090.58 frames. utt_duration=1244 frames, utt_pad_proportion=0.0668, over 4719.82 utterances.], batch size: 17, lr: 2.80e-04
2022-11-24 06:24:21,275 INFO [train.py:818] (0/4) Epoch 20, batch 3250, loss[loss=0.09196, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005586, over 20.00 utterances.], tot_loss[loss=0.07727, over 1464533.24 frames. utt_duration=1249 frames, utt_pad_proportion=0.0664, over 4697.50 utterances.], batch size: 20, lr: 2.80e-04
2022-11-24 06:24:56,074 INFO [train.py:818] (0/4) Epoch 20, batch 3300, loss[loss=0.09188, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006015, over 20.00 utterances.], tot_loss[loss=0.07681, over 1464439.78 frames. utt_duration=1271 frames, utt_pad_proportion=0.0602, over 4613.65 utterances.], batch size: 20, lr: 2.80e-04
2022-11-24 06:25:32,605 INFO [train.py:818] (0/4) Epoch 20, batch 3350, loss[loss=0.0784, over 7182.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007213, over 22.00 utterances.], tot_loss[loss=0.0769, over 1464961.55 frames. utt_duration=1282 frames, utt_pad_proportion=0.05542, over 4576.62 utterances.], batch size: 22, lr: 2.80e-04
2022-11-24 06:26:09,261 INFO [train.py:818] (0/4) Epoch 20, batch 3400, loss[loss=0.06776, over 7445.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01013, over 17.00 utterances.], tot_loss[loss=0.07503, over 1464348.13 frames. utt_duration=1298 frames, utt_pad_proportion=0.05096, over 4516.83 utterances.], batch size: 17, lr: 2.80e-04
2022-11-24 06:26:45,205 INFO [train.py:818] (0/4) Epoch 20, batch 3450, loss[loss=0.06909, over 7284.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006812, over 21.00 utterances.], tot_loss[loss=0.07602, over 1464618.34 frames. utt_duration=1266 frames, utt_pad_proportion=0.05519, over 4631.29 utterances.], batch size: 21, lr: 2.80e-04
2022-11-24 06:27:22,405 INFO [train.py:818] (0/4) Epoch 20, batch 3500, loss[loss=0.07196, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006835, over 20.00 utterances.], tot_loss[loss=0.07594, over 1465577.06 frames. utt_duration=1276 frames, utt_pad_proportion=0.0514, over 4601.02 utterances.], batch size: 20, lr: 2.80e-04
2022-11-24 06:27:58,019 INFO [train.py:818] (0/4) Epoch 20, batch 3550, loss[loss=0.06614, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006221, over 21.00 utterances.], tot_loss[loss=0.07595, over 1465843.81 frames. utt_duration=1289 frames, utt_pad_proportion=0.04858, over 4554.99 utterances.], batch size: 21, lr: 2.80e-04
2022-11-24 06:28:33,492 INFO [train.py:818] (0/4) Epoch 20, batch 3600, loss[loss=0.07115, over 7160.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.008645, over 17.00 utterances.], tot_loss[loss=0.07551, over 1465493.11 frames. utt_duration=1299 frames, utt_pad_proportion=0.04262, over 4519.21 utterances.], batch size: 17, lr: 2.80e-04
2022-11-24 06:29:11,375 INFO [train.py:818] (0/4) Epoch 20, batch 3650, loss[loss=0.09887, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005113, over 21.00 utterances.], tot_loss[loss=0.07505, over 1464437.51 frames. utt_duration=1313 frames, utt_pad_proportion=0.04008, over 4465.17 utterances.], batch size: 21, lr: 2.80e-04
2022-11-24 06:29:48,458 INFO [train.py:818] (0/4) Epoch 20, batch 3700, loss[loss=0.08683, over 7345.00 frames. utt_duration=774.2 frames, utt_pad_proportion=0.1162, over 38.00 utterances.], tot_loss[loss=0.07531, over 1464273.21 frames. utt_duration=1297 frames, utt_pad_proportion=0.04544, over 4521.12 utterances.], batch size: 38, lr: 2.80e-04
2022-11-24 06:30:24,697 INFO [train.py:818] (0/4) Epoch 20, batch 3750, loss[loss=0.06606, over 7301.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03509, over 27.00 utterances.], tot_loss[loss=0.07498, over 1464065.99 frames. utt_duration=1305 frames, utt_pad_proportion=0.04408, over 4493.99 utterances.], batch size: 27, lr: 2.80e-04
2022-11-24 06:31:02,460 INFO [train.py:818] (0/4) Epoch 20, batch 3800, loss[loss=0.1322, over 7248.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.02976, over 16.00 utterances.], tot_loss[loss=0.07612, over 1464434.62 frames. utt_duration=1307 frames, utt_pad_proportion=0.04338, over 4486.79 utterances.], batch size: 16, lr: 2.80e-04
2022-11-24 06:31:38,128 INFO [train.py:818] (0/4) Epoch 20, batch 3850, loss[loss=0.06254, over 7179.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01193, over 23.00 utterances.], tot_loss[loss=0.0766, over 1464510.43 frames. utt_duration=1294 frames, utt_pad_proportion=0.0451, over 4532.50 utterances.], batch size: 23, lr: 2.80e-04
2022-11-24 06:32:13,736 INFO [train.py:818] (0/4) Epoch 20, batch 3900, loss[loss=0.04488, over 7187.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008237, over 18.00 utterances.], tot_loss[loss=0.07563, over 1465098.59 frames. utt_duration=1297 frames, utt_pad_proportion=0.04356, over 4523.13 utterances.], batch size: 18, lr: 2.80e-04
2022-11-24 06:32:52,089 INFO [train.py:818] (0/4) Epoch 20, batch 3950, loss[loss=0.08939, over 7485.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01043, over 23.00 utterances.], tot_loss[loss=0.07553, over 1464802.65 frames. utt_duration=1266 frames, utt_pad_proportion=0.05772, over 4634.21 utterances.], batch size: 23, lr: 2.80e-04
2022-11-24 06:33:28,068 INFO [train.py:818] (0/4) Epoch 20, batch 4000, loss[loss=0.07421, over 7470.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.004625, over 21.00 utterances.], tot_loss[loss=0.07551, over 1464920.73 frames. utt_duration=1283 frames, utt_pad_proportion=0.05318, over 4571.48 utterances.], batch size: 21, lr: 2.80e-04
2022-11-24 06:34:03,688 INFO [train.py:818] (0/4) Epoch 20, batch 4050, loss[loss=0.08884, over 7175.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007597, over 21.00 utterances.], tot_loss[loss=0.07583, over 1464887.52 frames. utt_duration=1291 frames, utt_pad_proportion=0.0485, over 4542.63 utterances.], batch size: 21, lr: 2.80e-04
2022-11-24 06:34:42,033 INFO [train.py:818] (0/4) Epoch 20, batch 4100, loss[loss=0.0818, over 7234.00 frames. utt_duration=1810 frames, utt_pad_proportion=0.0306, over 16.00 utterances.], tot_loss[loss=0.07696, over 1465338.20 frames. utt_duration=1270 frames, utt_pad_proportion=0.05596, over 4620.22 utterances.], batch size: 16, lr: 2.80e-04
2022-11-24 06:35:19,276 INFO [train.py:818] (0/4) Epoch 20, batch 4150, loss[loss=0.09691, over 7493.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009607, over 23.00 utterances.], tot_loss[loss=0.07783, over 1464893.87 frames. utt_duration=1281 frames, utt_pad_proportion=0.04942, over 4578.33 utterances.], batch size: 23, lr: 2.80e-04
2022-11-24 06:35:56,271 INFO [train.py:818] (0/4) Epoch 20, batch 4200, loss[loss=0.06709, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.005182, over 18.00 utterances.], tot_loss[loss=0.0787, over 1464503.53 frames. utt_duration=1282 frames, utt_pad_proportion=0.04864, over 4573.68 utterances.], batch size: 18, lr: 2.80e-04
2022-11-24 06:36:34,184 INFO [train.py:818] (0/4) Epoch 20, batch 4250, loss[loss=0.09013, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005552, over 21.00 utterances.], tot_loss[loss=0.08101, over 1463914.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.04842, over 4583.05 utterances.], batch size: 21, lr: 2.80e-04
2022-11-24 06:37:09,211 INFO [train.py:818] (0/4) Epoch 20, batch 4300, loss[loss=0.06916, over 7423.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.006918, over 22.00 utterances.], tot_loss[loss=0.08258, over 1465533.16 frames. utt_duration=1269 frames, utt_pad_proportion=0.05113, over 4623.37 utterances.], batch size: 22, lr: 2.80e-04
2022-11-24 06:37:46,431 INFO [train.py:818] (0/4) Epoch 20, batch 4350, loss[loss=0.08038, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005688, over 20.00 utterances.], tot_loss[loss=0.08426, over 1466196.64 frames. utt_duration=1252 frames, utt_pad_proportion=0.05827, over 4688.08 utterances.], batch size: 20, lr: 2.80e-04
2022-11-24 06:38:24,145 INFO [train.py:818] (0/4) Epoch 20, batch 4400, loss[loss=0.08428, over 7487.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01082, over 23.00 utterances.], tot_loss[loss=0.08539, over 1467120.44 frames. utt_duration=1266 frames, utt_pad_proportion=0.05436, over 4640.56 utterances.], batch size: 23, lr: 2.80e-04
2022-11-24 06:39:00,031 INFO [train.py:818] (0/4) Epoch 20, batch 4450, loss[loss=0.09904, over 7196.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006997, over 19.00 utterances.], tot_loss[loss=0.08595, over 1466282.11 frames. utt_duration=1266 frames, utt_pad_proportion=0.04978, over 4637.69 utterances.], batch size: 19, lr: 2.79e-04
2022-11-24 06:39:37,860 INFO [train.py:818] (0/4) Epoch 20, batch 4500, loss[loss=0.1339, over 7481.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.00422, over 21.00 utterances.], tot_loss[loss=0.08748, over 1466562.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.0481, over 4577.52 utterances.], batch size: 21, lr: 2.79e-04
2022-11-24 06:40:15,115 INFO [train.py:818] (0/4) Epoch 20, batch 4550, loss[loss=0.1007, over 7178.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008518, over 22.00 utterances.], tot_loss[loss=0.08929, over 1465427.16 frames. utt_duration=1263 frames, utt_pad_proportion=0.05121, over 4644.79 utterances.], batch size: 22, lr: 2.79e-04
2022-11-24 06:40:52,188 INFO [train.py:818] (0/4) Epoch 20, batch 4600, loss[loss=0.08731, over 7105.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005419, over 18.00 utterances.], tot_loss[loss=0.09122, over 1463943.01 frames. utt_duration=1248 frames, utt_pad_proportion=0.05755, over 4697.56 utterances.], batch size: 18, lr: 2.79e-04
2022-11-24 06:41:30,176 INFO [train.py:818] (0/4) Epoch 20, batch 4650, loss[loss=0.09353, over 7392.00 frames. utt_duration=955.4 frames, utt_pad_proportion=0.07241, over 31.00 utterances.], tot_loss[loss=0.09111, over 1463761.86 frames. utt_duration=1245 frames, utt_pad_proportion=0.06184, over 4707.45 utterances.], batch size: 31, lr: 2.79e-04
2022-11-24 06:42:06,717 INFO [train.py:818] (0/4) Epoch 20, batch 4700, loss[loss=0.1139, over 7425.00 frames. utt_duration=1352 frames, utt_pad_proportion=0.005285, over 22.00 utterances.], tot_loss[loss=0.09206, over 1465140.86 frames. utt_duration=1225 frames, utt_pad_proportion=0.06492, over 4791.85 utterances.], batch size: 22, lr: 2.79e-04
2022-11-24 06:42:42,449 INFO [train.py:818] (0/4) Epoch 20, batch 4750, loss[loss=0.09427, over 7488.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004416, over 20.00 utterances.], tot_loss[loss=0.09287, over 1464470.54 frames. utt_duration=1236 frames, utt_pad_proportion=0.06342, over 4743.54 utterances.], batch size: 20, lr: 2.79e-04
2022-11-24 06:43:20,771 INFO [train.py:818] (0/4) Epoch 20, batch 4800, loss[loss=0.09634, over 7229.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01507, over 24.00 utterances.], tot_loss[loss=0.09258, over 1464810.97 frames. utt_duration=1245 frames, utt_pad_proportion=0.05843, over 4710.25 utterances.], batch size: 24, lr: 2.79e-04
2022-11-24 06:43:57,301 INFO [train.py:818] (0/4) Epoch 20, batch 4850, loss[loss=0.09095, over 7184.00 frames. utt_duration=1514 frames, utt_pad_proportion=0.008036, over 19.00 utterances.], tot_loss[loss=0.09369, over 1465214.94 frames. utt_duration=1262 frames, utt_pad_proportion=0.05135, over 4649.14 utterances.], batch size: 19, lr: 2.79e-04
2022-11-24 06:44:34,632 INFO [train.py:818] (0/4) Epoch 20, batch 4900, loss[loss=0.08041, over 7317.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007554, over 18.00 utterances.], tot_loss[loss=0.09341, over 1465143.25 frames. utt_duration=1231 frames, utt_pad_proportion=0.05983, over 4767.71 utterances.], batch size: 18, lr: 2.79e-04
2022-11-24 06:45:13,055 INFO [train.py:818] (0/4) Epoch 20, batch 4950, loss[loss=0.08562, over 7482.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007585, over 19.00 utterances.], tot_loss[loss=0.09452, over 1465842.85 frames. utt_duration=1221 frames, utt_pad_proportion=0.06537, over 4807.97 utterances.], batch size: 19, lr: 2.79e-04
2022-11-24 06:45:49,008 INFO [train.py:818] (0/4) Epoch 20, batch 5000, loss[loss=0.09291, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.00545, over 21.00 utterances.], tot_loss[loss=0.09534, over 1466090.34 frames. utt_duration=1230 frames, utt_pad_proportion=0.06184, over 4772.72 utterances.], batch size: 21, lr: 2.79e-04
2022-11-24 06:46:26,710 INFO [train.py:818] (0/4) Epoch 20, batch 5050, loss[loss=0.07255, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005687, over 19.00 utterances.], tot_loss[loss=0.09494, over 1466943.77 frames. utt_duration=1240 frames, utt_pad_proportion=0.05856, over 4738.29 utterances.], batch size: 19, lr: 2.79e-04
2022-11-24 06:47:03,145 INFO [train.py:818] (0/4) Epoch 20, batch 5100, loss[loss=0.125, over 7232.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01392, over 24.00 utterances.], tot_loss[loss=0.09499, over 1467116.73 frames. utt_duration=1238 frames, utt_pad_proportion=0.05748, over 4746.46 utterances.], batch size: 24, lr: 2.79e-04
2022-11-24 06:47:40,564 INFO [train.py:818] (0/4) Epoch 20, batch 5150, loss[loss=0.1044, over 7357.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007881, over 23.00 utterances.], tot_loss[loss=0.09578, over 1467694.09 frames. utt_duration=1240 frames, utt_pad_proportion=0.05699, over 4739.41 utterances.], batch size: 23, lr: 2.79e-04
2022-11-24 06:48:18,252 INFO [train.py:818] (0/4) Epoch 20, batch 5200, loss[loss=0.05516, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.006649, over 17.00 utterances.], tot_loss[loss=0.09574, over 1467068.99 frames. utt_duration=1255 frames, utt_pad_proportion=0.05716, over 4680.72 utterances.], batch size: 17, lr: 2.79e-04
2022-11-24 06:48:55,333 INFO [train.py:818] (0/4) Epoch 20, batch 5250, loss[loss=0.07797, over 7476.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0139, over 24.00 utterances.], tot_loss[loss=0.09495, over 1466982.10 frames. utt_duration=1238 frames, utt_pad_proportion=0.06176, over 4745.08 utterances.], batch size: 24, lr: 2.79e-04
2022-11-24 06:49:32,964 INFO [train.py:818] (0/4) Epoch 20, batch 5300, loss[loss=0.06914, over 7484.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01193, over 24.00 utterances.], tot_loss[loss=0.09549, over 1467779.71 frames. utt_duration=1226 frames, utt_pad_proportion=0.06783, over 4795.21 utterances.], batch size: 24, lr: 2.79e-04
2022-11-24 06:50:10,555 INFO [train.py:818] (0/4) Epoch 20, batch 5350, loss[loss=0.08975, over 7357.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008817, over 23.00 utterances.], tot_loss[loss=0.09466, over 1467023.45 frames. utt_duration=1236 frames, utt_pad_proportion=0.05962, over 4755.07 utterances.], batch size: 23, lr: 2.79e-04
2022-11-24 06:50:46,506 INFO [train.py:818] (0/4) Epoch 20, batch 5400, loss[loss=0.05965, over 7424.00 frames. utt_duration=1749 frames, utt_pad_proportion=0.01022, over 17.00 utterances.], tot_loss[loss=0.09373, over 1467191.36 frames. utt_duration=1240 frames, utt_pad_proportion=0.06103, over 4736.88 utterances.], batch size: 17, lr: 2.79e-04
2022-11-24 06:51:23,405 INFO [train.py:818] (0/4) Epoch 20, batch 5450, loss[loss=0.114, over 7282.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.00654, over 21.00 utterances.], tot_loss[loss=0.09264, over 1466825.17 frames. utt_duration=1279 frames, utt_pad_proportion=0.05128, over 4593.08 utterances.], batch size: 21, lr: 2.79e-04
2022-11-24 06:52:01,026 INFO [train.py:818] (0/4) Epoch 20, batch 5500, loss[loss=0.1054, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.006116, over 20.00 utterances.], tot_loss[loss=0.09322, over 1466142.74 frames. utt_duration=1277 frames, utt_pad_proportion=0.05186, over 4598.47 utterances.], batch size: 20, lr: 2.79e-04
2022-11-24 06:52:37,331 INFO [train.py:818] (0/4) Epoch 20, batch 5550, loss[loss=0.08118, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.007899, over 17.00 utterances.], tot_loss[loss=0.09319, over 1466749.35 frames. utt_duration=1266 frames, utt_pad_proportion=0.05554, over 4638.80 utterances.], batch size: 17, lr: 2.79e-04
2022-11-24 06:53:14,342 INFO [train.py:818] (0/4) Epoch 20, batch 5600, loss[loss=0.07006, over 7205.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.00579, over 18.00 utterances.], tot_loss[loss=0.09282, over 1467249.85 frames. utt_duration=1252 frames, utt_pad_proportion=0.05636, over 4693.55 utterances.], batch size: 18, lr: 2.79e-04
2022-11-24 06:53:53,039 INFO [train.py:818] (0/4) Epoch 20, batch 5650, loss[loss=0.0664, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01264, over 24.00 utterances.], tot_loss[loss=0.09378, over 1467744.99 frames. utt_duration=1241 frames, utt_pad_proportion=0.06165, over 4736.64 utterances.], batch size: 24, lr: 2.79e-04
2022-11-24 06:54:29,981 INFO [train.py:818] (0/4) Epoch 20, batch 5700, loss[loss=0.07446, over 7197.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007168, over 18.00 utterances.], tot_loss[loss=0.09415, over 1467120.16 frames. utt_duration=1217 frames, utt_pad_proportion=0.0696, over 4829.98 utterances.], batch size: 18, lr: 2.78e-04
2022-11-24 06:55:08,000 INFO [train.py:818] (0/4) Epoch 20, batch 5750, loss[loss=0.08078, over 7169.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.00757, over 22.00 utterances.], tot_loss[loss=0.09411, over 1467078.37 frames. utt_duration=1232 frames, utt_pad_proportion=0.06322, over 4767.71 utterances.], batch size: 22, lr: 2.78e-04
2022-11-24 06:55:45,509 INFO [train.py:818] (0/4) Epoch 20, batch 5800, loss[loss=0.06831, over 7190.00 frames. utt_duration=1515 frames, utt_pad_proportion=0.007208, over 19.00 utterances.], tot_loss[loss=0.09607, over 1465417.76 frames. utt_duration=1208 frames, utt_pad_proportion=0.07439, over 4859.11 utterances.], batch size: 19, lr: 2.78e-04
2022-11-24 06:56:22,487 INFO [train.py:818] (0/4) Epoch 20, batch 5850, loss[loss=0.06244, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006285, over 21.00 utterances.], tot_loss[loss=0.09514, over 1464790.31 frames. utt_duration=1205 frames, utt_pad_proportion=0.07455, over 4867.50 utterances.], batch size: 21, lr: 2.78e-04
2022-11-24 06:56:59,831 INFO [train.py:818] (0/4) Epoch 20, batch 5900, loss[loss=0.09438, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007526, over 22.00 utterances.], tot_loss[loss=0.09369, over 1466228.68 frames. utt_duration=1229 frames, utt_pad_proportion=0.06814, over 4779.41 utterances.], batch size: 22, lr: 2.78e-04
2022-11-24 06:57:36,317 INFO [train.py:818] (0/4) Epoch 20, batch 5950, loss[loss=0.07227, over 7277.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006613, over 21.00 utterances.], tot_loss[loss=0.09351, over 1464804.40 frames. utt_duration=1249 frames, utt_pad_proportion=0.06455, over 4696.15 utterances.], batch size: 21, lr: 2.78e-04
2022-11-24 06:58:13,047 INFO [train.py:818] (0/4) Epoch 20, batch 6000, loss[loss=0.1059, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004785, over 21.00 utterances.], tot_loss[loss=0.09542, over 1465396.52 frames. utt_duration=1228 frames, utt_pad_proportion=0.0715, over 4780.35 utterances.], batch size: 21, lr: 2.78e-04
2022-11-24 06:58:13,049 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 06:58:33,239 INFO [train.py:847] (0/4) Epoch 20, validation: loss=0.0472, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 06:59:09,819 INFO [train.py:818] (0/4) Epoch 20, batch 6050, loss[loss=0.06988, over 7179.00 frames. utt_duration=1597 frames, utt_pad_proportion=0.009271, over 18.00 utterances.], tot_loss[loss=0.0941, over 1464994.41 frames. utt_duration=1240 frames, utt_pad_proportion=0.06603, over 4732.93 utterances.], batch size: 18, lr: 2.78e-04
2022-11-24 06:59:46,792 INFO [train.py:818] (0/4) Epoch 20, batch 6100, loss[loss=0.1011, over 7486.00 frames. utt_duration=750 frames, utt_pad_proportion=0.1468, over 40.00 utterances.], tot_loss[loss=0.09491, over 1464248.61 frames. utt_duration=1219 frames, utt_pad_proportion=0.07317, over 4811.19 utterances.], batch size: 40, lr: 2.78e-04
2022-11-24 07:00:25,434 INFO [train.py:818] (0/4) Epoch 20, batch 6150, loss[loss=0.1234, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.008005, over 22.00 utterances.], tot_loss[loss=0.09479, over 1464133.60 frames. utt_duration=1218 frames, utt_pad_proportion=0.07341, over 4812.67 utterances.], batch size: 22, lr: 2.78e-04
2022-11-24 07:01:02,166 INFO [train.py:818] (0/4) Epoch 20, batch 6200, loss[loss=0.1119, over 7442.00 frames. utt_duration=1242 frames, utt_pad_proportion=0.01585, over 24.00 utterances.], tot_loss[loss=0.09483, over 1465827.34 frames. utt_duration=1203 frames, utt_pad_proportion=0.0773, over 4880.68 utterances.], batch size: 24, lr: 2.78e-04
2022-11-24 07:01:39,954 INFO [train.py:818] (0/4) Epoch 20, batch 6250, loss[loss=0.08049, over 7306.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03499, over 27.00 utterances.], tot_loss[loss=0.09442, over 1465376.23 frames. utt_duration=1224 frames, utt_pad_proportion=0.06746, over 4794.79 utterances.], batch size: 27, lr: 2.78e-04
2022-11-24 07:02:16,596 INFO [train.py:818] (0/4) Epoch 20, batch 6300, loss[loss=0.09725, over 7102.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005699, over 18.00 utterances.], tot_loss[loss=0.09423, over 1465504.15 frames. utt_duration=1245 frames, utt_pad_proportion=0.06145, over 4715.70 utterances.], batch size: 18, lr: 2.78e-04
2022-11-24 07:02:54,033 INFO [train.py:818] (0/4) Epoch 20, batch 6350, loss[loss=0.06624, over 7394.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005576, over 19.00 utterances.], tot_loss[loss=0.09473, over 1465855.48 frames. utt_duration=1239 frames, utt_pad_proportion=0.06397, over 4739.75 utterances.], batch size: 19, lr: 2.78e-04
2022-11-24 07:03:31,419 INFO [train.py:818] (0/4) Epoch 20, batch 6400, loss[loss=0.07096, over 7403.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004299, over 19.00 utterances.], tot_loss[loss=0.09383, over 1466867.93 frames. utt_duration=1243 frames, utt_pad_proportion=0.0641, over 4727.03 utterances.], batch size: 19, lr: 2.78e-04
2022-11-24 07:04:08,271 INFO [train.py:818] (0/4) Epoch 20, batch 6450, loss[loss=0.09412, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006233, over 21.00 utterances.], tot_loss[loss=0.09418, over 1466616.63 frames. utt_duration=1255 frames, utt_pad_proportion=0.06138, over 4681.27 utterances.], batch size: 21, lr: 2.78e-04
2022-11-24 07:04:44,790 INFO [train.py:818] (0/4) Epoch 20, batch 6500, loss[loss=0.06466, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006233, over 21.00 utterances.], tot_loss[loss=0.09433, over 1465142.92 frames. utt_duration=1241 frames, utt_pad_proportion=0.0656, over 4727.54 utterances.], batch size: 21, lr: 2.78e-04
2022-11-24 07:05:21,122 INFO [train.py:818] (0/4) Epoch 20, batch 6550, loss[loss=0.09738, over 7266.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03575, over 27.00 utterances.], tot_loss[loss=0.09413, over 1465444.12 frames. utt_duration=1245 frames, utt_pad_proportion=0.06321, over 4714.40 utterances.], batch size: 27, lr: 2.78e-04
2022-11-24 07:05:59,347 INFO [train.py:818] (0/4) Epoch 20, batch 6600, loss[loss=0.06744, over 7188.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.006112, over 21.00 utterances.], tot_loss[loss=0.09464, over 1466189.75 frames. utt_duration=1201 frames, utt_pad_proportion=0.0769, over 4889.21 utterances.], batch size: 21, lr: 2.78e-04
2022-11-24 07:06:37,383 INFO [train.py:818] (0/4) Epoch 20, batch 6650, loss[loss=0.0842, over 7262.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03034, over 27.00 utterances.], tot_loss[loss=0.09554, over 1466099.14 frames. utt_duration=1197 frames, utt_pad_proportion=0.07681, over 4903.63 utterances.], batch size: 27, lr: 2.78e-04
2022-11-24 07:07:14,490 INFO [train.py:818] (0/4) Epoch 20, batch 6700, loss[loss=0.07196, over 7477.00 frames. utt_duration=749.4 frames, utt_pad_proportion=0.1446, over 40.00 utterances.], tot_loss[loss=0.09491, over 1466394.97 frames. utt_duration=1226 frames, utt_pad_proportion=0.06949, over 4789.44 utterances.], batch size: 40, lr: 2.78e-04
2022-11-24 07:07:51,750 INFO [train.py:818] (0/4) Epoch 20, batch 6750, loss[loss=0.1252, over 7171.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008628, over 22.00 utterances.], tot_loss[loss=0.09547, over 1465235.42 frames. utt_duration=1220 frames, utt_pad_proportion=0.06794, over 4810.23 utterances.], batch size: 22, lr: 2.78e-04
2022-11-24 07:08:30,727 INFO [train.py:818] (0/4) Epoch 20, batch 6800, loss[loss=0.06571, over 7285.00 frames. utt_duration=1823 frames, utt_pad_proportion=0.03996, over 16.00 utterances.], tot_loss[loss=0.09496, over 1466469.33 frames. utt_duration=1231 frames, utt_pad_proportion=0.0636, over 4771.00 utterances.], batch size: 16, lr: 2.78e-04
2022-11-24 07:09:07,397 INFO [train.py:818] (0/4) Epoch 20, batch 6850, loss[loss=0.07655, over 7453.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01022, over 17.00 utterances.], tot_loss[loss=0.09457, over 1466719.58 frames. utt_duration=1248 frames, utt_pad_proportion=0.05687, over 4707.91 utterances.], batch size: 17, lr: 2.78e-04
2022-11-24 07:09:43,596 INFO [train.py:818] (0/4) Epoch 20, batch 6900, loss[loss=0.1236, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006661, over 22.00 utterances.], tot_loss[loss=0.09403, over 1466355.43 frames. utt_duration=1258 frames, utt_pad_proportion=0.05501, over 4666.24 utterances.], batch size: 22, lr: 2.78e-04
2022-11-24 07:10:20,804 INFO [train.py:818] (0/4) Epoch 20, batch 6950, loss[loss=0.1406, over 7376.00 frames. utt_duration=429.1 frames, utt_pad_proportion=0.3296, over 69.00 utterances.], tot_loss[loss=0.09544, over 1466907.86 frames. utt_duration=1239 frames, utt_pad_proportion=0.05897, over 4740.28 utterances.], batch size: 69, lr: 2.77e-04
2022-11-24 07:10:56,669 INFO [train.py:818] (0/4) Epoch 20, batch 7000, loss[loss=0.09508, over 7229.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02186, over 25.00 utterances.], tot_loss[loss=0.09503, over 1466171.97 frames. utt_duration=1250 frames, utt_pad_proportion=0.05783, over 4696.98 utterances.], batch size: 25, lr: 2.77e-04
2022-11-24 07:11:08,095 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-176000.pt
2022-11-24 07:11:45,312 INFO [train.py:818] (0/4) Epoch 20, batch 7050, loss[loss=0.1073, over 7301.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004087, over 20.00 utterances.], tot_loss[loss=0.09454, over 1466300.83 frames. utt_duration=1233 frames, utt_pad_proportion=0.06369, over 4762.11 utterances.], batch size: 20, lr: 2.77e-04
2022-11-24 07:12:23,304 INFO [train.py:818] (0/4) Epoch 20, batch 7100, loss[loss=0.09396, over 7296.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006158, over 19.00 utterances.], tot_loss[loss=0.09589, over 1466315.86 frames. utt_duration=1211 frames, utt_pad_proportion=0.06811, over 4850.97 utterances.], batch size: 19, lr: 2.77e-04
2022-11-24 07:12:59,723 INFO [train.py:818] (0/4) Epoch 20, batch 7150, loss[loss=0.07377, over 7381.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006188, over 21.00 utterances.], tot_loss[loss=0.09518, over 1465183.90 frames. utt_duration=1231 frames, utt_pad_proportion=0.06183, over 4766.49 utterances.], batch size: 21, lr: 2.77e-04
2022-11-24 07:13:36,937 INFO [train.py:818] (0/4) Epoch 20, batch 7200, loss[loss=0.1375, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.00406, over 21.00 utterances.], tot_loss[loss=0.09507, over 1464973.18 frames. utt_duration=1234 frames, utt_pad_proportion=0.05791, over 4752.61 utterances.], batch size: 21, lr: 2.77e-04
2022-11-24 07:14:14,355 INFO [train.py:818] (0/4) Epoch 20, batch 7250, loss[loss=0.07021, over 7300.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005379, over 19.00 utterances.], tot_loss[loss=0.09439, over 1464909.53 frames. utt_duration=1229 frames, utt_pad_proportion=0.06104, over 4774.46 utterances.], batch size: 19, lr: 2.77e-04
2022-11-24 07:14:50,004 INFO [train.py:818] (0/4) Epoch 20, batch 7300, loss[loss=0.05564, over 7103.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004026, over 18.00 utterances.], tot_loss[loss=0.09528, over 1465143.36 frames. utt_duration=1215 frames, utt_pad_proportion=0.06448, over 4831.42 utterances.], batch size: 18, lr: 2.77e-04
2022-11-24 07:15:27,706 INFO [train.py:818] (0/4) Epoch 20, batch 7350, loss[loss=0.102, over 7482.00 frames. utt_duration=1762 frames, utt_pad_proportion=0.007291, over 17.00 utterances.], tot_loss[loss=0.09484, over 1466128.14 frames. utt_duration=1233 frames, utt_pad_proportion=0.06308, over 4763.99 utterances.], batch size: 17, lr: 2.77e-04
2022-11-24 07:16:05,145 INFO [train.py:818] (0/4) Epoch 20, batch 7400, loss[loss=0.07846, over 7305.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009217, over 17.00 utterances.], tot_loss[loss=0.09527, over 1466398.17 frames. utt_duration=1234 frames, utt_pad_proportion=0.06458, over 4760.88 utterances.], batch size: 17, lr: 2.77e-04
2022-11-24 07:16:42,667 INFO [train.py:818] (0/4) Epoch 20, batch 7450, loss[loss=0.07486, over 7292.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.004568, over 21.00 utterances.], tot_loss[loss=0.09411, over 1465966.67 frames. utt_duration=1242 frames, utt_pad_proportion=0.05874, over 4727.63 utterances.], batch size: 21, lr: 2.77e-04
2022-11-24 07:17:19,798 INFO [train.py:818] (0/4) Epoch 20, batch 7500, loss[loss=0.09461, over 7447.00 frames. utt_duration=962.2 frames, utt_pad_proportion=0.06941, over 31.00 utterances.], tot_loss[loss=0.09403, over 1465482.55 frames. utt_duration=1240 frames, utt_pad_proportion=0.0572, over 4733.92 utterances.], batch size: 31, lr: 2.77e-04
2022-11-24 07:17:56,762 INFO [train.py:818] (0/4) Epoch 20, batch 7550, loss[loss=0.1146, over 7448.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01739, over 24.00 utterances.], tot_loss[loss=0.09389, over 1465814.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.0504, over 4649.72 utterances.], batch size: 24, lr: 2.77e-04
2022-11-24 07:18:34,698 INFO [train.py:818] (0/4) Epoch 20, batch 7600, loss[loss=0.06446, over 7202.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00617, over 19.00 utterances.], tot_loss[loss=0.09469, over 1464790.80 frames. utt_duration=1229 frames, utt_pad_proportion=0.06515, over 4771.34 utterances.], batch size: 19, lr: 2.77e-04
2022-11-24 07:19:10,966 INFO [train.py:818] (0/4) Epoch 20, batch 7650, loss[loss=0.09658, over 7186.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006319, over 21.00 utterances.], tot_loss[loss=0.09469, over 1464765.80 frames. utt_duration=1235 frames, utt_pad_proportion=0.06005, over 4750.09 utterances.], batch size: 21, lr: 2.77e-04
2022-11-24 07:19:48,162 INFO [train.py:818] (0/4) Epoch 20, batch 7700, loss[loss=0.07121, over 7420.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005422, over 22.00 utterances.], tot_loss[loss=0.09526, over 1465925.89 frames. utt_duration=1207 frames, utt_pad_proportion=0.06503, over 4864.45 utterances.], batch size: 22, lr: 2.77e-04
2022-11-24 07:20:25,798 INFO [train.py:818] (0/4) Epoch 20, batch 7750, loss[loss=0.1166, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006004, over 20.00 utterances.], tot_loss[loss=0.09411, over 1465885.21 frames. utt_duration=1240 frames, utt_pad_proportion=0.05644, over 4733.86 utterances.], batch size: 20, lr: 2.77e-04
2022-11-24 07:21:02,739 INFO [train.py:818] (0/4) Epoch 20, batch 7800, loss[loss=0.08022, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006199, over 20.00 utterances.], tot_loss[loss=0.09401, over 1465687.83 frames. utt_duration=1249 frames, utt_pad_proportion=0.05674, over 4699.88 utterances.], batch size: 20, lr: 2.77e-04
2022-11-24 07:21:39,780 INFO [train.py:818] (0/4) Epoch 20, batch 7850, loss[loss=0.09245, over 7275.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.07445, over 16.00 utterances.], tot_loss[loss=0.09446, over 1464911.53 frames. utt_duration=1218 frames, utt_pad_proportion=0.06614, over 4817.99 utterances.], batch size: 16, lr: 2.77e-04
2022-11-24 07:22:18,177 INFO [train.py:818] (0/4) Epoch 20, batch 7900, loss[loss=0.1102, over 7471.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006247, over 21.00 utterances.], tot_loss[loss=0.09471, over 1465844.25 frames. utt_duration=1212 frames, utt_pad_proportion=0.06934, over 4844.37 utterances.], batch size: 21, lr: 2.77e-04
2022-11-24 07:22:56,050 INFO [train.py:818] (0/4) Epoch 20, batch 7950, loss[loss=0.1106, over 7489.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01039, over 23.00 utterances.], tot_loss[loss=0.09533, over 1465208.04 frames. utt_duration=1210 frames, utt_pad_proportion=0.06913, over 4851.13 utterances.], batch size: 23, lr: 2.77e-04
2022-11-24 07:23:33,719 INFO [train.py:818] (0/4) Epoch 20, batch 8000, loss[loss=0.1431, over 7399.00 frames. utt_duration=407 frames, utt_pad_proportion=0.365, over 73.00 utterances.], tot_loss[loss=0.09414, over 1465257.41 frames. utt_duration=1184 frames, utt_pad_proportion=0.077, over 4957.88 utterances.], batch size: 73, lr: 2.77e-04
2022-11-24 07:24:11,137 INFO [train.py:818] (0/4) Epoch 20, batch 8050, loss[loss=0.06535, over 7173.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.008011, over 21.00 utterances.], tot_loss[loss=0.09263, over 1465983.45 frames. utt_duration=1169 frames, utt_pad_proportion=0.08411, over 5023.55 utterances.], batch size: 21, lr: 2.77e-04
2022-11-24 07:24:48,041 INFO [train.py:818] (0/4) Epoch 20, batch 8100, loss[loss=0.09117, over 7216.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01888, over 24.00 utterances.], tot_loss[loss=0.09298, over 1465974.07 frames. utt_duration=1170 frames, utt_pad_proportion=0.08221, over 5018.87 utterances.], batch size: 24, lr: 2.77e-04
2022-11-24 07:25:26,129 INFO [train.py:818] (0/4) Epoch 20, batch 8150, loss[loss=0.07994, over 7188.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006694, over 18.00 utterances.], tot_loss[loss=0.09238, over 1465312.55 frames. utt_duration=1201 frames, utt_pad_proportion=0.07307, over 4888.10 utterances.], batch size: 18, lr: 2.77e-04
2022-11-24 07:26:03,989 INFO [train.py:818] (0/4) Epoch 20, batch 8200, loss[loss=0.07051, over 7213.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02426, over 25.00 utterances.], tot_loss[loss=0.09159, over 1464952.22 frames. utt_duration=1194 frames, utt_pad_proportion=0.07447, over 4915.77 utterances.], batch size: 25, lr: 2.76e-04
2022-11-24 07:26:39,218 INFO [train.py:818] (0/4) Epoch 20, batch 8250, loss[loss=0.07664, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005749, over 21.00 utterances.], tot_loss[loss=0.09174, over 1464918.88 frames. utt_duration=1213 frames, utt_pad_proportion=0.06639, over 4836.74 utterances.], batch size: 21, lr: 2.76e-04
2022-11-24 07:27:17,303 INFO [train.py:818] (0/4) Epoch 20, batch 8300, loss[loss=0.14, over 7304.00 frames. utt_duration=1083 frames, utt_pad_proportion=0.02927, over 27.00 utterances.], tot_loss[loss=0.09126, over 1464786.85 frames. utt_duration=1236 frames, utt_pad_proportion=0.05744, over 4746.00 utterances.], batch size: 27, lr: 2.76e-04
2022-11-24 07:27:55,534 INFO [train.py:818] (0/4) Epoch 20, batch 8350, loss[loss=0.08941, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006131, over 21.00 utterances.], tot_loss[loss=0.09228, over 1465048.90 frames. utt_duration=1199 frames, utt_pad_proportion=0.07025, over 4895.28 utterances.], batch size: 21, lr: 2.76e-04
2022-11-24 07:28:33,020 INFO [train.py:818] (0/4) Epoch 20, batch 8400, loss[loss=0.08846, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.005712, over 20.00 utterances.], tot_loss[loss=0.09228, over 1466100.25 frames. utt_duration=1210 frames, utt_pad_proportion=0.0657, over 4854.05 utterances.], batch size: 20, lr: 2.76e-04
2022-11-24 07:29:10,134 INFO [train.py:818] (0/4) Epoch 20, batch 8450, loss[loss=0.09689, over 7381.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005986, over 21.00 utterances.], tot_loss[loss=0.09254, over 1466590.49 frames. utt_duration=1190 frames, utt_pad_proportion=0.07706, over 4935.76 utterances.], batch size: 21, lr: 2.76e-04
2022-11-24 07:29:47,303 INFO [train.py:818] (0/4) Epoch 20, batch 8500, loss[loss=0.07874, over 7395.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005743, over 19.00 utterances.], tot_loss[loss=0.09268, over 1467449.69 frames. utt_duration=1217 frames, utt_pad_proportion=0.06936, over 4830.00 utterances.], batch size: 19, lr: 2.76e-04
2022-11-24 07:30:24,482 INFO [train.py:818] (0/4) Epoch 20, batch 8550, loss[loss=0.09312, over 7463.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01558, over 24.00 utterances.], tot_loss[loss=0.09198, over 1467038.53 frames. utt_duration=1232 frames, utt_pad_proportion=0.0663, over 4769.47 utterances.], batch size: 24, lr: 2.76e-04
2022-11-24 07:31:00,929 INFO [train.py:818] (0/4) Epoch 20, batch 8600, loss[loss=0.05326, over 7293.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.004943, over 19.00 utterances.], tot_loss[loss=0.0913, over 1466819.11 frames. utt_duration=1244 frames, utt_pad_proportion=0.06142, over 4722.92 utterances.], batch size: 19, lr: 2.76e-04
2022-11-24 07:31:38,211 INFO [train.py:818] (0/4) Epoch 20, batch 8650, loss[loss=0.1089, over 7173.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.009381, over 22.00 utterances.], tot_loss[loss=0.09103, over 1465658.64 frames. utt_duration=1235 frames, utt_pad_proportion=0.06498, over 4753.63 utterances.], batch size: 22, lr: 2.76e-04
2022-11-24 07:32:14,060 INFO [train.py:818] (0/4) Epoch 20, batch 8700, loss[loss=0.05894, over 7192.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006586, over 20.00 utterances.], tot_loss[loss=0.09082, over 1464793.61 frames. utt_duration=1226 frames, utt_pad_proportion=0.0667, over 4784.12 utterances.], batch size: 20, lr: 2.76e-04
2022-11-24 07:32:50,882 INFO [train.py:818] (0/4) Epoch 20, batch 8750, loss[loss=0.112, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005313, over 20.00 utterances.], tot_loss[loss=0.09289, over 1465605.68 frames. utt_duration=1201 frames, utt_pad_proportion=0.07688, over 4888.97 utterances.], batch size: 20, lr: 2.76e-04
2022-11-24 07:33:28,394 INFO [train.py:818] (0/4) Epoch 20, batch 8800, loss[loss=0.0671, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004904, over 19.00 utterances.], tot_loss[loss=0.09331, over 1466380.05 frames. utt_duration=1215 frames, utt_pad_proportion=0.07208, over 4834.78 utterances.], batch size: 19, lr: 2.76e-04
2022-11-24 07:34:06,789 INFO [train.py:818] (0/4) Epoch 20, batch 8850, loss[loss=0.08775, over 7460.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01588, over 24.00 utterances.], tot_loss[loss=0.09269, over 1466779.91 frames. utt_duration=1217 frames, utt_pad_proportion=0.07073, over 4825.44 utterances.], batch size: 24, lr: 2.76e-04
2022-11-24 07:34:44,296 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-20.pt
2022-11-24 07:35:17,101 INFO [train.py:818] (0/4) Epoch 21, batch 0, loss[loss=0.05051, over 7454.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009887, over 17.00 utterances.], tot_loss[loss=0.05051, over 7454.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009887, over 17.00 utterances.], batch size: 17, lr: 2.70e-04
2022-11-24 07:35:53,984 INFO [train.py:818] (0/4) Epoch 21, batch 50, loss[loss=0.07202, over 7338.00 frames. utt_duration=948.1 frames, utt_pad_proportion=0.075, over 31.00 utterances.], tot_loss[loss=0.07661, over 331283.98 frames. utt_duration=1329 frames, utt_pad_proportion=0.04127, over 998.46 utterances.], batch size: 31, lr: 2.70e-04
2022-11-24 07:36:29,798 INFO [train.py:818] (0/4) Epoch 21, batch 100, loss[loss=0.06535, over 7101.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005734, over 18.00 utterances.], tot_loss[loss=0.0765, over 582143.43 frames. utt_duration=1291 frames, utt_pad_proportion=0.05218, over 1806.21 utterances.], batch size: 18, lr: 2.69e-04
2022-11-24 07:37:06,736 INFO [train.py:818] (0/4) Epoch 21, batch 150, loss[loss=0.05178, over 7308.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.00645, over 22.00 utterances.], tot_loss[loss=0.07778, over 777957.23 frames. utt_duration=1302 frames, utt_pad_proportion=0.04185, over 2392.96 utterances.], batch size: 22, lr: 2.69e-04
2022-11-24 07:37:44,788 INFO [train.py:818] (0/4) Epoch 21, batch 200, loss[loss=0.0783, over 7197.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006311, over 18.00 utterances.], tot_loss[loss=0.07787, over 929807.80 frames. utt_duration=1283 frames, utt_pad_proportion=0.04808, over 2903.31 utterances.], batch size: 18, lr: 2.69e-04
2022-11-24 07:38:22,505 INFO [train.py:818] (0/4) Epoch 21, batch 250, loss[loss=0.06783, over 7388.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.00528, over 21.00 utterances.], tot_loss[loss=0.07753, over 1049413.24 frames. utt_duration=1267 frames, utt_pad_proportion=0.05, over 3316.31 utterances.], batch size: 21, lr: 2.69e-04
2022-11-24 07:38:57,827 INFO [train.py:818] (0/4) Epoch 21, batch 300, loss[loss=0.07586, over 7249.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.0326, over 16.00 utterances.], tot_loss[loss=0.0776, over 1141901.37 frames. utt_duration=1255 frames, utt_pad_proportion=0.05136, over 3642.99 utterances.], batch size: 16, lr: 2.69e-04
2022-11-24 07:39:33,650 INFO [train.py:818] (0/4) Epoch 21, batch 350, loss[loss=0.06063, over 7282.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.007119, over 21.00 utterances.], tot_loss[loss=0.07649, over 1214375.43 frames. utt_duration=1263 frames, utt_pad_proportion=0.05088, over 3849.78 utterances.], batch size: 21, lr: 2.69e-04
2022-11-24 07:40:10,795 INFO [train.py:818] (0/4) Epoch 21, batch 400, loss[loss=0.06698, over 7186.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.006698, over 18.00 utterances.], tot_loss[loss=0.07689, over 1268651.18 frames. utt_duration=1273 frames, utt_pad_proportion=0.0448, over 3992.53 utterances.], batch size: 18, lr: 2.69e-04
2022-11-24 07:40:46,832 INFO [train.py:818] (0/4) Epoch 21, batch 450, loss[loss=0.06783, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.007098, over 17.00 utterances.], tot_loss[loss=0.07698, over 1311943.30 frames. utt_duration=1220 frames, utt_pad_proportion=0.06632, over 4307.89 utterances.], batch size: 17, lr: 2.69e-04
2022-11-24 07:41:22,702 INFO [train.py:818] (0/4) Epoch 21, batch 500, loss[loss=0.06696, over 7258.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.04074, over 16.00 utterances.], tot_loss[loss=0.0762, over 1345849.22 frames. utt_duration=1260 frames, utt_pad_proportion=0.05532, over 4277.78 utterances.], batch size: 16, lr: 2.69e-04
2022-11-24 07:41:59,438 INFO [train.py:818] (0/4) Epoch 21, batch 550, loss[loss=0.08793, over 7274.00 frames. utt_duration=1079 frames, utt_pad_proportion=0.03846, over 27.00 utterances.], tot_loss[loss=0.07551, over 1372578.06 frames. utt_duration=1261 frames, utt_pad_proportion=0.05289, over 4359.41 utterances.], batch size: 27, lr: 2.69e-04
2022-11-24 07:42:35,409 INFO [train.py:818] (0/4) Epoch 21, batch 600, loss[loss=0.07509, over 7191.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006763, over 18.00 utterances.], tot_loss[loss=0.0762, over 1392386.33 frames. utt_duration=1256 frames, utt_pad_proportion=0.05401, over 4440.90 utterances.], batch size: 18, lr: 2.69e-04
2022-11-24 07:43:12,333 INFO [train.py:818] (0/4) Epoch 21, batch 650, loss[loss=0.06786, over 7204.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02252, over 25.00 utterances.], tot_loss[loss=0.07601, over 1408125.71 frames. utt_duration=1282 frames, utt_pad_proportion=0.04524, over 4397.26 utterances.], batch size: 25, lr: 2.69e-04
2022-11-24 07:43:48,679 INFO [train.py:818] (0/4) Epoch 21, batch 700, loss[loss=0.06073, over 7278.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.02758, over 16.00 utterances.], tot_loss[loss=0.07569, over 1420864.67 frames. utt_duration=1282 frames, utt_pad_proportion=0.04595, over 4439.30 utterances.], batch size: 16, lr: 2.69e-04
2022-11-24 07:44:25,213 INFO [train.py:818] (0/4) Epoch 21, batch 750, loss[loss=0.08208, over 7486.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01219, over 24.00 utterances.], tot_loss[loss=0.07488, over 1430114.47 frames. utt_duration=1283 frames, utt_pad_proportion=0.04584, over 4462.44 utterances.], batch size: 24, lr: 2.69e-04
2022-11-24 07:45:01,662 INFO [train.py:818] (0/4) Epoch 21, batch 800, loss[loss=0.05304, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.008702, over 17.00 utterances.], tot_loss[loss=0.07453, over 1438165.26 frames. utt_duration=1292 frames, utt_pad_proportion=0.04359, over 4459.17 utterances.], batch size: 17, lr: 2.69e-04
2022-11-24 07:45:39,621 INFO [train.py:818] (0/4) Epoch 21, batch 850, loss[loss=0.06598, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005793, over 20.00 utterances.], tot_loss[loss=0.0748, over 1443547.12 frames. utt_duration=1278 frames, utt_pad_proportion=0.04774, over 4524.42 utterances.], batch size: 20, lr: 2.69e-04
2022-11-24 07:46:16,207 INFO [train.py:818] (0/4) Epoch 21, batch 900, loss[loss=0.06194, over 7484.00 frames. utt_duration=1427 frames, utt_pad_proportion=0.004519, over 21.00 utterances.], tot_loss[loss=0.0745, over 1448723.51 frames. utt_duration=1293 frames, utt_pad_proportion=0.04211, over 4486.57 utterances.], batch size: 21, lr: 2.69e-04
2022-11-24 07:46:52,172 INFO [train.py:818] (0/4) Epoch 21, batch 950, loss[loss=0.07776, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007292, over 20.00 utterances.], tot_loss[loss=0.07497, over 1452464.60 frames. utt_duration=1291 frames, utt_pad_proportion=0.04226, over 4506.80 utterances.], batch size: 20, lr: 2.69e-04
2022-11-24 07:47:30,602 INFO [train.py:818] (0/4) Epoch 21, batch 1000, loss[loss=0.06835, over 7308.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.006588, over 18.00 utterances.], tot_loss[loss=0.07488, over 1454438.52 frames. utt_duration=1287 frames, utt_pad_proportion=0.04465, over 4525.14 utterances.], batch size: 18, lr: 2.69e-04
2022-11-24 07:48:08,217 INFO [train.py:818] (0/4) Epoch 21, batch 1050, loss[loss=0.0709, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00589, over 19.00 utterances.], tot_loss[loss=0.07655, over 1456166.87 frames. utt_duration=1280 frames, utt_pad_proportion=0.04407, over 4555.79 utterances.], batch size: 19, lr: 2.69e-04
2022-11-24 07:48:45,289 INFO [train.py:818] (0/4) Epoch 21, batch 1100, loss[loss=0.08361, over 7449.00 frames. utt_duration=962.7 frames, utt_pad_proportion=0.06717, over 31.00 utterances.], tot_loss[loss=0.07697, over 1458431.99 frames. utt_duration=1281 frames, utt_pad_proportion=0.04315, over 4558.59 utterances.], batch size: 31, lr: 2.69e-04
2022-11-24 07:49:21,568 INFO [train.py:818] (0/4) Epoch 21, batch 1150, loss[loss=0.08156, over 7351.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008655, over 23.00 utterances.], tot_loss[loss=0.07715, over 1460809.69 frames. utt_duration=1289 frames, utt_pad_proportion=0.04374, over 4537.04 utterances.], batch size: 23, lr: 2.69e-04
2022-11-24 07:49:58,682 INFO [train.py:818] (0/4) Epoch 21, batch 1200, loss[loss=0.06274, over 7378.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.005455, over 20.00 utterances.], tot_loss[loss=0.07672, over 1462410.54 frames. utt_duration=1285 frames, utt_pad_proportion=0.05019, over 4558.42 utterances.], batch size: 20, lr: 2.69e-04
2022-11-24 07:50:36,241 INFO [train.py:818] (0/4) Epoch 21, batch 1250, loss[loss=0.0746, over 7296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00592, over 19.00 utterances.], tot_loss[loss=0.07669, over 1463663.87 frames. utt_duration=1277 frames, utt_pad_proportion=0.0525, over 4590.19 utterances.], batch size: 19, lr: 2.69e-04
2022-11-24 07:51:11,615 INFO [train.py:818] (0/4) Epoch 21, batch 1300, loss[loss=0.03435, over 7293.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007848, over 22.00 utterances.], tot_loss[loss=0.07632, over 1463883.73 frames. utt_duration=1284 frames, utt_pad_proportion=0.05095, over 4565.22 utterances.], batch size: 22, lr: 2.69e-04
2022-11-24 07:51:48,060 INFO [train.py:818] (0/4) Epoch 21, batch 1350, loss[loss=0.07653, over 7399.00 frames. utt_duration=1347 frames, utt_pad_proportion=0.008797, over 22.00 utterances.], tot_loss[loss=0.07737, over 1464950.10 frames. utt_duration=1259 frames, utt_pad_proportion=0.0561, over 4660.92 utterances.], batch size: 22, lr: 2.69e-04
2022-11-24 07:52:24,845 INFO [train.py:818] (0/4) Epoch 21, batch 1400, loss[loss=0.07155, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.005111, over 19.00 utterances.], tot_loss[loss=0.07677, over 1465127.22 frames. utt_duration=1279 frames, utt_pad_proportion=0.05016, over 4589.27 utterances.], batch size: 19, lr: 2.69e-04
2022-11-24 07:53:01,115 INFO [train.py:818] (0/4) Epoch 21, batch 1450, loss[loss=0.1208, over 7399.00 frames. utt_duration=449.8 frames, utt_pad_proportion=0.2939, over 66.00 utterances.], tot_loss[loss=0.07726, over 1465175.36 frames. utt_duration=1248 frames, utt_pad_proportion=0.06066, over 4703.09 utterances.], batch size: 66, lr: 2.68e-04
2022-11-24 07:53:37,551 INFO [train.py:818] (0/4) Epoch 21, batch 1500, loss[loss=0.07861, over 7397.00 frames. utt_duration=1481 frames, utt_pad_proportion=0.005007, over 20.00 utterances.], tot_loss[loss=0.0772, over 1464704.50 frames. utt_duration=1239 frames, utt_pad_proportion=0.06152, over 4736.04 utterances.], batch size: 20, lr: 2.68e-04
2022-11-24 07:54:14,532 INFO [train.py:818] (0/4) Epoch 21, batch 1550, loss[loss=0.05161, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005719, over 19.00 utterances.], tot_loss[loss=0.07635, over 1464692.36 frames. utt_duration=1269 frames, utt_pad_proportion=0.05258, over 4621.16 utterances.], batch size: 19, lr: 2.68e-04
2022-11-24 07:54:50,337 INFO [train.py:818] (0/4) Epoch 21, batch 1600, loss[loss=0.06684, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.00646, over 22.00 utterances.], tot_loss[loss=0.07671, over 1465557.86 frames. utt_duration=1258 frames, utt_pad_proportion=0.05555, over 4667.16 utterances.], batch size: 22, lr: 2.68e-04
2022-11-24 07:55:27,183 INFO [train.py:818] (0/4) Epoch 21, batch 1650, loss[loss=0.07261, over 7384.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.005851, over 20.00 utterances.], tot_loss[loss=0.07791, over 1464688.59 frames. utt_duration=1262 frames, utt_pad_proportion=0.05546, over 4646.76 utterances.], batch size: 20, lr: 2.68e-04
2022-11-24 07:56:04,197 INFO [train.py:818] (0/4) Epoch 21, batch 1700, loss[loss=0.05591, over 7327.00 frames. utt_duration=1833 frames, utt_pad_proportion=0.04072, over 16.00 utterances.], tot_loss[loss=0.07802, over 1464000.84 frames. utt_duration=1266 frames, utt_pad_proportion=0.05557, over 4632.88 utterances.], batch size: 16, lr: 2.68e-04
2022-11-24 07:56:39,636 INFO [train.py:818] (0/4) Epoch 21, batch 1750, loss[loss=0.06093, over 7289.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007111, over 19.00 utterances.], tot_loss[loss=0.0769, over 1463361.72 frames. utt_duration=1270 frames, utt_pad_proportion=0.05643, over 4613.03 utterances.], batch size: 19, lr: 2.68e-04
2022-11-24 07:57:15,483 INFO [train.py:818] (0/4) Epoch 21, batch 1800, loss[loss=0.07221, over 7472.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008749, over 17.00 utterances.], tot_loss[loss=0.07674, over 1463530.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.05367, over 4588.03 utterances.], batch size: 17, lr: 2.68e-04
2022-11-24 07:57:54,197 INFO [train.py:818] (0/4) Epoch 21, batch 1850, loss[loss=0.07484, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008935, over 17.00 utterances.], tot_loss[loss=0.0757, over 1464559.86 frames. utt_duration=1276 frames, utt_pad_proportion=0.05553, over 4596.13 utterances.], batch size: 17, lr: 2.68e-04
2022-11-24 07:58:30,387 INFO [train.py:818] (0/4) Epoch 21, batch 1900, loss[loss=0.05525, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006915, over 19.00 utterances.], tot_loss[loss=0.07569, over 1464161.65 frames. utt_duration=1294 frames, utt_pad_proportion=0.04805, over 4529.92 utterances.], batch size: 19, lr: 2.68e-04
2022-11-24 07:59:05,615 INFO [train.py:818] (0/4) Epoch 21, batch 1950, loss[loss=0.07819, over 7492.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009673, over 23.00 utterances.], tot_loss[loss=0.07744, over 1464851.73 frames. utt_duration=1301 frames, utt_pad_proportion=0.04253, over 4508.97 utterances.], batch size: 23, lr: 2.68e-04
2022-11-24 07:59:41,974 INFO [train.py:818] (0/4) Epoch 21, batch 2000, loss[loss=0.08003, over 7285.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005386, over 21.00 utterances.], tot_loss[loss=0.07825, over 1465224.56 frames. utt_duration=1312 frames, utt_pad_proportion=0.03833, over 4470.90 utterances.], batch size: 21, lr: 2.68e-04
2022-11-24 08:00:19,238 INFO [train.py:818] (0/4) Epoch 21, batch 2050, loss[loss=0.07679, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005453, over 20.00 utterances.], tot_loss[loss=0.07871, over 1465763.00 frames. utt_duration=1296 frames, utt_pad_proportion=0.04509, over 4530.11 utterances.], batch size: 20, lr: 2.68e-04
2022-11-24 08:00:56,739 INFO [train.py:818] (0/4) Epoch 21, batch 2100, loss[loss=0.06292, over 7337.00 frames. utt_duration=774.1 frames, utt_pad_proportion=0.1184, over 38.00 utterances.], tot_loss[loss=0.07791, over 1464939.85 frames. utt_duration=1296 frames, utt_pad_proportion=0.04474, over 4525.13 utterances.], batch size: 38, lr: 2.68e-04
2022-11-24 08:01:33,329 INFO [train.py:818] (0/4) Epoch 21, batch 2150, loss[loss=0.07963, over 7386.00 frames. utt_duration=740.2 frames, utt_pad_proportion=0.1531, over 40.00 utterances.], tot_loss[loss=0.07719, over 1466371.65 frames. utt_duration=1322 frames, utt_pad_proportion=0.03918, over 4443.14 utterances.], batch size: 40, lr: 2.68e-04
2022-11-24 08:02:09,609 INFO [train.py:818] (0/4) Epoch 21, batch 2200, loss[loss=0.1272, over 7451.00 frames. utt_duration=433.4 frames, utt_pad_proportion=0.325, over 69.00 utterances.], tot_loss[loss=0.07821, over 1467745.21 frames. utt_duration=1274 frames, utt_pad_proportion=0.0526, over 4613.75 utterances.], batch size: 69, lr: 2.68e-04
2022-11-24 08:02:47,988 INFO [train.py:818] (0/4) Epoch 21, batch 2250, loss[loss=0.07152, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.005667, over 21.00 utterances.], tot_loss[loss=0.07748, over 1466744.30 frames. utt_duration=1278 frames, utt_pad_proportion=0.05288, over 4594.45 utterances.], batch size: 21, lr: 2.68e-04
2022-11-24 08:03:24,087 INFO [train.py:818] (0/4) Epoch 21, batch 2300, loss[loss=0.1202, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007459, over 22.00 utterances.], tot_loss[loss=0.07866, over 1465142.61 frames. utt_duration=1267 frames, utt_pad_proportion=0.05455, over 4629.46 utterances.], batch size: 22, lr: 2.68e-04
2022-11-24 08:04:00,511 INFO [train.py:818] (0/4) Epoch 21, batch 2350, loss[loss=0.09095, over 7420.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005389, over 22.00 utterances.], tot_loss[loss=0.07866, over 1465806.82 frames. utt_duration=1287 frames, utt_pad_proportion=0.047, over 4560.82 utterances.], batch size: 22, lr: 2.68e-04
2022-11-24 08:04:37,961 INFO [train.py:818] (0/4) Epoch 21, batch 2400, loss[loss=0.05779, over 7481.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01321, over 24.00 utterances.], tot_loss[loss=0.07801, over 1465178.22 frames. utt_duration=1272 frames, utt_pad_proportion=0.05271, over 4613.73 utterances.], batch size: 24, lr: 2.68e-04
2022-11-24 08:05:15,172 INFO [train.py:818] (0/4) Epoch 21, batch 2450, loss[loss=0.06246, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005773, over 19.00 utterances.], tot_loss[loss=0.07809, over 1464994.63 frames. utt_duration=1251 frames, utt_pad_proportion=0.05984, over 4691.59 utterances.], batch size: 19, lr: 2.68e-04
2022-11-24 08:05:51,576 INFO [train.py:818] (0/4) Epoch 21, batch 2500, loss[loss=0.07181, over 7238.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.02068, over 25.00 utterances.], tot_loss[loss=0.07893, over 1465141.19 frames. utt_duration=1245 frames, utt_pad_proportion=0.05931, over 4712.76 utterances.], batch size: 25, lr: 2.68e-04
2022-11-24 08:06:29,064 INFO [train.py:818] (0/4) Epoch 21, batch 2550, loss[loss=0.08412, over 7367.00 frames. utt_duration=757.1 frames, utt_pad_proportion=0.1387, over 39.00 utterances.], tot_loss[loss=0.07795, over 1464964.58 frames. utt_duration=1256 frames, utt_pad_proportion=0.05549, over 4669.43 utterances.], batch size: 39, lr: 2.68e-04
2022-11-24 08:07:05,051 INFO [train.py:818] (0/4) Epoch 21, batch 2600, loss[loss=0.0822, over 7339.00 frames. utt_duration=754.2 frames, utt_pad_proportion=0.1381, over 39.00 utterances.], tot_loss[loss=0.07676, over 1465179.14 frames. utt_duration=1261 frames, utt_pad_proportion=0.05447, over 4653.03 utterances.], batch size: 39, lr: 2.68e-04
2022-11-24 08:07:42,375 INFO [train.py:818] (0/4) Epoch 21, batch 2650, loss[loss=0.04682, over 7473.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007167, over 20.00 utterances.], tot_loss[loss=0.07574, over 1465162.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.05067, over 4590.97 utterances.], batch size: 20, lr: 2.68e-04
2022-11-24 08:08:20,596 INFO [train.py:818] (0/4) Epoch 21, batch 2700, loss[loss=0.06807, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.004615, over 20.00 utterances.], tot_loss[loss=0.07718, over 1465532.49 frames. utt_duration=1248 frames, utt_pad_proportion=0.05713, over 4701.31 utterances.], batch size: 20, lr: 2.68e-04
2022-11-24 08:08:57,355 INFO [train.py:818] (0/4) Epoch 21, batch 2750, loss[loss=0.09486, over 7320.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007685, over 18.00 utterances.], tot_loss[loss=0.07653, over 1465285.84 frames. utt_duration=1249 frames, utt_pad_proportion=0.05731, over 4699.40 utterances.], batch size: 18, lr: 2.68e-04
2022-11-24 08:09:33,538 INFO [train.py:818] (0/4) Epoch 21, batch 2800, loss[loss=0.08185, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006192, over 19.00 utterances.], tot_loss[loss=0.0762, over 1465117.97 frames. utt_duration=1274 frames, utt_pad_proportion=0.05203, over 4606.89 utterances.], batch size: 19, lr: 2.67e-04
2022-11-24 08:10:11,479 INFO [train.py:818] (0/4) Epoch 21, batch 2850, loss[loss=0.04667, over 7320.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006037, over 18.00 utterances.], tot_loss[loss=0.07523, over 1465360.17 frames. utt_duration=1285 frames, utt_pad_proportion=0.05306, over 4567.58 utterances.], batch size: 18, lr: 2.67e-04
2022-11-24 08:10:47,995 INFO [train.py:818] (0/4) Epoch 21, batch 2900, loss[loss=0.04285, over 7283.00 frames. utt_duration=1715 frames, utt_pad_proportion=0.008029, over 17.00 utterances.], tot_loss[loss=0.07582, over 1465980.33 frames. utt_duration=1285 frames, utt_pad_proportion=0.05259, over 4568.97 utterances.], batch size: 17, lr: 2.67e-04
2022-11-24 08:11:25,601 INFO [train.py:818] (0/4) Epoch 21, batch 2950, loss[loss=0.09352, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.00785, over 17.00 utterances.], tot_loss[loss=0.0752, over 1466893.55 frames. utt_duration=1273 frames, utt_pad_proportion=0.05542, over 4614.82 utterances.], batch size: 17, lr: 2.67e-04
2022-11-24 08:12:01,689 INFO [train.py:818] (0/4) Epoch 21, batch 3000, loss[loss=0.06665, over 7208.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004141, over 20.00 utterances.], tot_loss[loss=0.07556, over 1466161.73 frames. utt_duration=1280 frames, utt_pad_proportion=0.05149, over 4587.43 utterances.], batch size: 20, lr: 2.67e-04
2022-11-24 08:12:01,690 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 08:12:21,929 INFO [train.py:847] (0/4) Epoch 21, validation: loss=0.04957, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 08:12:59,076 INFO [train.py:818] (0/4) Epoch 21, batch 3050, loss[loss=0.0624, over 7198.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005862, over 18.00 utterances.], tot_loss[loss=0.07608, over 1465637.03 frames. utt_duration=1277 frames, utt_pad_proportion=0.05071, over 4596.82 utterances.], batch size: 18, lr: 2.67e-04
2022-11-24 08:13:35,019 INFO [train.py:818] (0/4) Epoch 21, batch 3100, loss[loss=0.05778, over 7317.00 frames. utt_duration=977.1 frames, utt_pad_proportion=0.05506, over 30.00 utterances.], tot_loss[loss=0.0751, over 1465434.55 frames. utt_duration=1304 frames, utt_pad_proportion=0.04343, over 4500.39 utterances.], batch size: 30, lr: 2.67e-04
2022-11-24 08:14:11,138 INFO [train.py:818] (0/4) Epoch 21, batch 3150, loss[loss=0.0767, over 7445.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007327, over 18.00 utterances.], tot_loss[loss=0.07543, over 1464766.26 frames. utt_duration=1304 frames, utt_pad_proportion=0.04154, over 4499.55 utterances.], batch size: 18, lr: 2.67e-04
2022-11-24 08:14:47,254 INFO [train.py:818] (0/4) Epoch 21, batch 3200, loss[loss=0.08139, over 7306.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.008237, over 18.00 utterances.], tot_loss[loss=0.07625, over 1463388.91 frames. utt_duration=1299 frames, utt_pad_proportion=0.0442, over 4512.76 utterances.], batch size: 18, lr: 2.67e-04
2022-11-24 08:15:24,034 INFO [train.py:818] (0/4) Epoch 21, batch 3250, loss[loss=0.06677, over 7352.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007516, over 23.00 utterances.], tot_loss[loss=0.07557, over 1462899.87 frames. utt_duration=1306 frames, utt_pad_proportion=0.04534, over 4484.72 utterances.], batch size: 23, lr: 2.67e-04
2022-11-24 08:16:00,982 INFO [train.py:818] (0/4) Epoch 21, batch 3300, loss[loss=0.08895, over 7336.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.009073, over 23.00 utterances.], tot_loss[loss=0.07607, over 1462525.70 frames. utt_duration=1310 frames, utt_pad_proportion=0.04405, over 4472.40 utterances.], batch size: 23, lr: 2.67e-04
2022-11-24 08:16:38,144 INFO [train.py:818] (0/4) Epoch 21, batch 3350, loss[loss=0.126, over 7266.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03997, over 27.00 utterances.], tot_loss[loss=0.07569, over 1463700.40 frames. utt_duration=1276 frames, utt_pad_proportion=0.04942, over 4593.33 utterances.], batch size: 27, lr: 2.67e-04
2022-11-24 08:17:14,257 INFO [train.py:818] (0/4) Epoch 21, batch 3400, loss[loss=0.05338, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006462, over 21.00 utterances.], tot_loss[loss=0.07584, over 1464104.45 frames. utt_duration=1286 frames, utt_pad_proportion=0.04662, over 4559.64 utterances.], batch size: 21, lr: 2.67e-04
2022-11-24 08:17:51,904 INFO [train.py:818] (0/4) Epoch 21, batch 3450, loss[loss=0.09373, over 7464.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01565, over 24.00 utterances.], tot_loss[loss=0.07624, over 1465445.07 frames. utt_duration=1269 frames, utt_pad_proportion=0.05246, over 4623.46 utterances.], batch size: 24, lr: 2.67e-04
2022-11-24 08:18:29,273 INFO [train.py:818] (0/4) Epoch 21, batch 3500, loss[loss=0.1026, over 7341.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009868, over 23.00 utterances.], tot_loss[loss=0.07569, over 1464753.66 frames. utt_duration=1303 frames, utt_pad_proportion=0.04506, over 4503.41 utterances.], batch size: 23, lr: 2.67e-04
2022-11-24 08:19:05,771 INFO [train.py:818] (0/4) Epoch 21, batch 3550, loss[loss=0.07237, over 7239.00 frames. utt_duration=1160 frames, utt_pad_proportion=0.02037, over 25.00 utterances.], tot_loss[loss=0.07567, over 1465801.31 frames. utt_duration=1278 frames, utt_pad_proportion=0.05165, over 4593.71 utterances.], batch size: 25, lr: 2.67e-04
2022-11-24 08:19:42,011 INFO [train.py:818] (0/4) Epoch 21, batch 3600, loss[loss=0.07626, over 7466.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.0147, over 24.00 utterances.], tot_loss[loss=0.07617, over 1465456.36 frames. utt_duration=1250 frames, utt_pad_proportion=0.05757, over 4693.64 utterances.], batch size: 24, lr: 2.67e-04
2022-11-24 08:20:19,964 INFO [train.py:818] (0/4) Epoch 21, batch 3650, loss[loss=0.07327, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005685, over 19.00 utterances.], tot_loss[loss=0.07478, over 1465424.07 frames. utt_duration=1269 frames, utt_pad_proportion=0.05239, over 4626.05 utterances.], batch size: 19, lr: 2.67e-04
2022-11-24 08:20:55,749 INFO [train.py:818] (0/4) Epoch 21, batch 3700, loss[loss=0.07465, over 7302.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005307, over 19.00 utterances.], tot_loss[loss=0.07424, over 1465836.01 frames. utt_duration=1293 frames, utt_pad_proportion=0.04614, over 4541.54 utterances.], batch size: 19, lr: 2.67e-04
2022-11-24 08:21:32,471 INFO [train.py:818] (0/4) Epoch 21, batch 3750, loss[loss=0.07834, over 7221.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01559, over 24.00 utterances.], tot_loss[loss=0.0742, over 1465938.15 frames. utt_duration=1287 frames, utt_pad_proportion=0.04781, over 4561.84 utterances.], batch size: 24, lr: 2.67e-04
2022-11-24 08:22:09,397 INFO [train.py:818] (0/4) Epoch 21, batch 3800, loss[loss=0.04895, over 7174.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.006847, over 17.00 utterances.], tot_loss[loss=0.07336, over 1466280.95 frames. utt_duration=1264 frames, utt_pad_proportion=0.05858, over 4644.23 utterances.], batch size: 17, lr: 2.67e-04
2022-11-24 08:22:45,218 INFO [train.py:818] (0/4) Epoch 21, batch 3850, loss[loss=0.09153, over 7486.00 frames. utt_duration=769.2 frames, utt_pad_proportion=0.1269, over 39.00 utterances.], tot_loss[loss=0.0746, over 1466031.81 frames. utt_duration=1251 frames, utt_pad_proportion=0.06041, over 4692.34 utterances.], batch size: 39, lr: 2.67e-04
2022-11-24 08:23:22,155 INFO [train.py:818] (0/4) Epoch 21, batch 3900, loss[loss=0.08114, over 7293.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005416, over 21.00 utterances.], tot_loss[loss=0.07505, over 1465507.02 frames. utt_duration=1253 frames, utt_pad_proportion=0.06009, over 4685.04 utterances.], batch size: 21, lr: 2.67e-04
2022-11-24 08:24:00,127 INFO [train.py:818] (0/4) Epoch 21, batch 3950, loss[loss=0.071, over 7469.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.007536, over 17.00 utterances.], tot_loss[loss=0.07515, over 1466657.48 frames. utt_duration=1251 frames, utt_pad_proportion=0.0596, over 4695.00 utterances.], batch size: 17, lr: 2.67e-04
2022-11-24 08:24:36,308 INFO [train.py:818] (0/4) Epoch 21, batch 4000, loss[loss=0.0655, over 7439.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01125, over 17.00 utterances.], tot_loss[loss=0.07463, over 1464901.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.05036, over 4571.25 utterances.], batch size: 17, lr: 2.67e-04
2022-11-24 08:25:14,441 INFO [train.py:818] (0/4) Epoch 21, batch 4050, loss[loss=0.06188, over 7383.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007255, over 19.00 utterances.], tot_loss[loss=0.07574, over 1465706.20 frames. utt_duration=1283 frames, utt_pad_proportion=0.05178, over 4575.79 utterances.], batch size: 19, lr: 2.67e-04
2022-11-24 08:25:50,998 INFO [train.py:818] (0/4) Epoch 21, batch 4100, loss[loss=0.1223, over 7229.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01561, over 24.00 utterances.], tot_loss[loss=0.07588, over 1466209.95 frames. utt_duration=1266 frames, utt_pad_proportion=0.05545, over 4636.61 utterances.], batch size: 24, lr: 2.67e-04
2022-11-24 08:26:27,690 INFO [train.py:818] (0/4) Epoch 21, batch 4150, loss[loss=0.0365, over 7304.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006925, over 22.00 utterances.], tot_loss[loss=0.07665, over 1465489.21 frames. utt_duration=1267 frames, utt_pad_proportion=0.05546, over 4632.09 utterances.], batch size: 22, lr: 2.66e-04
2022-11-24 08:27:04,781 INFO [train.py:818] (0/4) Epoch 21, batch 4200, loss[loss=0.1075, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007325, over 22.00 utterances.], tot_loss[loss=0.07808, over 1465664.43 frames. utt_duration=1249 frames, utt_pad_proportion=0.05959, over 4698.19 utterances.], batch size: 22, lr: 2.66e-04
2022-11-24 08:27:40,408 INFO [train.py:818] (0/4) Epoch 21, batch 4250, loss[loss=0.1028, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005103, over 19.00 utterances.], tot_loss[loss=0.08061, over 1466008.00 frames. utt_duration=1258 frames, utt_pad_proportion=0.05606, over 4665.73 utterances.], batch size: 19, lr: 2.66e-04
2022-11-24 08:28:17,914 INFO [train.py:818] (0/4) Epoch 21, batch 4300, loss[loss=0.07041, over 7278.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006208, over 21.00 utterances.], tot_loss[loss=0.08132, over 1465968.91 frames. utt_duration=1272 frames, utt_pad_proportion=0.05365, over 4613.92 utterances.], batch size: 21, lr: 2.66e-04
2022-11-24 08:28:56,528 INFO [train.py:818] (0/4) Epoch 21, batch 4350, loss[loss=0.07927, over 7405.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007994, over 22.00 utterances.], tot_loss[loss=0.08259, over 1466217.35 frames. utt_duration=1265 frames, utt_pad_proportion=0.05672, over 4640.68 utterances.], batch size: 22, lr: 2.66e-04
2022-11-24 08:29:32,400 INFO [train.py:818] (0/4) Epoch 21, batch 4400, loss[loss=0.06925, over 7183.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.00694, over 18.00 utterances.], tot_loss[loss=0.08421, over 1466046.44 frames. utt_duration=1274 frames, utt_pad_proportion=0.05288, over 4609.75 utterances.], batch size: 18, lr: 2.66e-04
2022-11-24 08:30:08,664 INFO [train.py:818] (0/4) Epoch 21, batch 4450, loss[loss=0.09396, over 7444.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007922, over 18.00 utterances.], tot_loss[loss=0.08558, over 1465549.73 frames. utt_duration=1275 frames, utt_pad_proportion=0.05175, over 4604.25 utterances.], batch size: 18, lr: 2.66e-04
2022-11-24 08:30:46,101 INFO [train.py:818] (0/4) Epoch 21, batch 4500, loss[loss=0.1188, over 7249.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01349, over 24.00 utterances.], tot_loss[loss=0.08817, over 1465660.90 frames. utt_duration=1265 frames, utt_pad_proportion=0.05389, over 4639.19 utterances.], batch size: 24, lr: 2.66e-04
2022-11-24 08:31:21,376 INFO [train.py:818] (0/4) Epoch 21, batch 4550, loss[loss=0.1049, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006552, over 20.00 utterances.], tot_loss[loss=0.08978, over 1464653.15 frames. utt_duration=1269 frames, utt_pad_proportion=0.05178, over 4622.60 utterances.], batch size: 20, lr: 2.66e-04
2022-11-24 08:31:57,727 INFO [train.py:818] (0/4) Epoch 21, batch 4600, loss[loss=0.05955, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005919, over 21.00 utterances.], tot_loss[loss=0.08959, over 1464681.12 frames. utt_duration=1286 frames, utt_pad_proportion=0.0454, over 4562.67 utterances.], batch size: 21, lr: 2.66e-04
2022-11-24 08:32:35,811 INFO [train.py:818] (0/4) Epoch 21, batch 4650, loss[loss=0.09973, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01301, over 24.00 utterances.], tot_loss[loss=0.09004, over 1464804.35 frames. utt_duration=1305 frames, utt_pad_proportion=0.03968, over 4493.67 utterances.], batch size: 24, lr: 2.66e-04
2022-11-24 08:33:11,627 INFO [train.py:818] (0/4) Epoch 21, batch 4700, loss[loss=0.1277, over 7468.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.013, over 24.00 utterances.], tot_loss[loss=0.09181, over 1466085.96 frames. utt_duration=1292 frames, utt_pad_proportion=0.04501, over 4543.34 utterances.], batch size: 24, lr: 2.66e-04
2022-11-24 08:33:49,428 INFO [train.py:818] (0/4) Epoch 21, batch 4750, loss[loss=0.08826, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005115, over 21.00 utterances.], tot_loss[loss=0.09255, over 1466464.26 frames. utt_duration=1261 frames, utt_pad_proportion=0.05562, over 4656.41 utterances.], batch size: 21, lr: 2.66e-04
2022-11-24 08:34:25,659 INFO [train.py:818] (0/4) Epoch 21, batch 4800, loss[loss=0.1556, over 7174.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007361, over 21.00 utterances.], tot_loss[loss=0.09295, over 1464711.95 frames. utt_duration=1275 frames, utt_pad_proportion=0.04924, over 4600.57 utterances.], batch size: 21, lr: 2.66e-04
2022-11-24 08:35:01,544 INFO [train.py:818] (0/4) Epoch 21, batch 4850, loss[loss=0.09126, over 7169.00 frames. utt_duration=1305 frames, utt_pad_proportion=0.009898, over 22.00 utterances.], tot_loss[loss=0.0936, over 1465448.46 frames. utt_duration=1277 frames, utt_pad_proportion=0.04548, over 4596.29 utterances.], batch size: 22, lr: 2.66e-04
2022-11-24 08:35:37,918 INFO [train.py:818] (0/4) Epoch 21, batch 4900, loss[loss=0.0887, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01338, over 24.00 utterances.], tot_loss[loss=0.09257, over 1465034.11 frames. utt_duration=1303 frames, utt_pad_proportion=0.03913, over 4503.62 utterances.], batch size: 24, lr: 2.66e-04
2022-11-24 08:36:15,814 INFO [train.py:818] (0/4) Epoch 21, batch 4950, loss[loss=0.08645, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007024, over 22.00 utterances.], tot_loss[loss=0.09264, over 1465671.69 frames. utt_duration=1303 frames, utt_pad_proportion=0.04097, over 4505.60 utterances.], batch size: 22, lr: 2.66e-04
2022-11-24 08:36:51,670 INFO [train.py:818] (0/4) Epoch 21, batch 5000, loss[loss=0.1179, over 7339.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.005955, over 23.00 utterances.], tot_loss[loss=0.09293, over 1464845.85 frames. utt_duration=1285 frames, utt_pad_proportion=0.04629, over 4564.86 utterances.], batch size: 23, lr: 2.66e-04
2022-11-24 08:37:30,469 INFO [train.py:818] (0/4) Epoch 21, batch 5050, loss[loss=0.09505, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006624, over 19.00 utterances.], tot_loss[loss=0.09375, over 1466289.52 frames. utt_duration=1246 frames, utt_pad_proportion=0.05543, over 4712.67 utterances.], batch size: 19, lr: 2.66e-04
2022-11-24 08:38:05,519 INFO [train.py:818] (0/4) Epoch 21, batch 5100, loss[loss=0.05956, over 7315.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007322, over 18.00 utterances.], tot_loss[loss=0.09344, over 1465998.16 frames. utt_duration=1250 frames, utt_pad_proportion=0.05615, over 4696.52 utterances.], batch size: 18, lr: 2.66e-04
2022-11-24 08:38:42,150 INFO [train.py:818] (0/4) Epoch 21, batch 5150, loss[loss=0.1162, over 7292.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03313, over 27.00 utterances.], tot_loss[loss=0.09502, over 1466240.49 frames. utt_duration=1253 frames, utt_pad_proportion=0.05459, over 4686.94 utterances.], batch size: 27, lr: 2.66e-04
2022-11-24 08:39:19,918 INFO [train.py:818] (0/4) Epoch 21, batch 5200, loss[loss=0.1489, over 7216.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02279, over 25.00 utterances.], tot_loss[loss=0.09526, over 1465471.29 frames. utt_duration=1268 frames, utt_pad_proportion=0.05106, over 4628.53 utterances.], batch size: 25, lr: 2.66e-04
2022-11-24 08:39:55,568 INFO [train.py:818] (0/4) Epoch 21, batch 5250, loss[loss=0.09668, over 7480.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006238, over 20.00 utterances.], tot_loss[loss=0.09543, over 1466294.63 frames. utt_duration=1269 frames, utt_pad_proportion=0.05138, over 4628.56 utterances.], batch size: 20, lr: 2.66e-04
2022-11-24 08:40:31,762 INFO [train.py:818] (0/4) Epoch 21, batch 5300, loss[loss=0.09347, over 7191.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.00556, over 21.00 utterances.], tot_loss[loss=0.09433, over 1465267.63 frames. utt_duration=1270 frames, utt_pad_proportion=0.05135, over 4618.74 utterances.], batch size: 21, lr: 2.66e-04
2022-11-24 08:41:09,156 INFO [train.py:818] (0/4) Epoch 21, batch 5350, loss[loss=0.06009, over 7443.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.007627, over 18.00 utterances.], tot_loss[loss=0.09339, over 1464980.78 frames. utt_duration=1292 frames, utt_pad_proportion=0.04488, over 4541.26 utterances.], batch size: 18, lr: 2.66e-04
2022-11-24 08:41:45,321 INFO [train.py:818] (0/4) Epoch 21, batch 5400, loss[loss=0.1033, over 7278.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.00746, over 21.00 utterances.], tot_loss[loss=0.09484, over 1466080.82 frames. utt_duration=1235 frames, utt_pad_proportion=0.06197, over 4753.80 utterances.], batch size: 21, lr: 2.66e-04
2022-11-24 08:42:23,052 INFO [train.py:818] (0/4) Epoch 21, batch 5450, loss[loss=0.1113, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006094, over 19.00 utterances.], tot_loss[loss=0.09482, over 1465413.30 frames. utt_duration=1221 frames, utt_pad_proportion=0.06691, over 4807.79 utterances.], batch size: 19, lr: 2.66e-04
2022-11-24 08:43:00,621 INFO [train.py:818] (0/4) Epoch 21, batch 5500, loss[loss=0.05935, over 7169.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.006544, over 17.00 utterances.], tot_loss[loss=0.09456, over 1465661.81 frames. utt_duration=1239 frames, utt_pad_proportion=0.06393, over 4737.53 utterances.], batch size: 17, lr: 2.65e-04
2022-11-24 08:43:36,193 INFO [train.py:818] (0/4) Epoch 21, batch 5550, loss[loss=0.06725, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.006022, over 19.00 utterances.], tot_loss[loss=0.09444, over 1465804.13 frames. utt_duration=1263 frames, utt_pad_proportion=0.05537, over 4648.04 utterances.], batch size: 19, lr: 2.65e-04
2022-11-24 08:44:13,872 INFO [train.py:818] (0/4) Epoch 21, batch 5600, loss[loss=0.05853, over 7310.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.009211, over 17.00 utterances.], tot_loss[loss=0.09329, over 1466444.19 frames. utt_duration=1234 frames, utt_pad_proportion=0.06118, over 4759.67 utterances.], batch size: 17, lr: 2.65e-04
2022-11-24 08:44:50,724 INFO [train.py:818] (0/4) Epoch 21, batch 5650, loss[loss=0.06432, over 7110.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.004825, over 18.00 utterances.], tot_loss[loss=0.09328, over 1465986.63 frames. utt_duration=1232 frames, utt_pad_proportion=0.06268, over 4764.88 utterances.], batch size: 18, lr: 2.65e-04
2022-11-24 08:45:25,972 INFO [train.py:818] (0/4) Epoch 21, batch 5700, loss[loss=0.08791, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006094, over 19.00 utterances.], tot_loss[loss=0.09234, over 1466280.28 frames. utt_duration=1240 frames, utt_pad_proportion=0.05739, over 4735.73 utterances.], batch size: 19, lr: 2.65e-04
2022-11-24 08:46:05,116 INFO [train.py:818] (0/4) Epoch 21, batch 5750, loss[loss=0.1101, over 7177.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007938, over 22.00 utterances.], tot_loss[loss=0.09158, over 1466435.44 frames. utt_duration=1266 frames, utt_pad_proportion=0.04975, over 4640.01 utterances.], batch size: 22, lr: 2.65e-04
2022-11-24 08:46:41,791 INFO [train.py:818] (0/4) Epoch 21, batch 5800, loss[loss=0.06687, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006656, over 18.00 utterances.], tot_loss[loss=0.08967, over 1465929.66 frames. utt_duration=1281 frames, utt_pad_proportion=0.04635, over 4583.63 utterances.], batch size: 18, lr: 2.65e-04
2022-11-24 08:47:19,102 INFO [train.py:818] (0/4) Epoch 21, batch 5850, loss[loss=0.1263, over 7492.00 frames. utt_duration=1500 frames, utt_pad_proportion=0.004512, over 20.00 utterances.], tot_loss[loss=0.09244, over 1466162.45 frames. utt_duration=1256 frames, utt_pad_proportion=0.05327, over 4674.18 utterances.], batch size: 20, lr: 2.65e-04
2022-11-24 08:47:56,349 INFO [train.py:818] (0/4) Epoch 21, batch 5900, loss[loss=0.06162, over 7461.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01571, over 24.00 utterances.], tot_loss[loss=0.09341, over 1466176.49 frames. utt_duration=1237 frames, utt_pad_proportion=0.06066, over 4747.50 utterances.], batch size: 24, lr: 2.65e-04
2022-11-24 08:48:33,187 INFO [train.py:818] (0/4) Epoch 21, batch 5950, loss[loss=0.08828, over 7318.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007854, over 18.00 utterances.], tot_loss[loss=0.09261, over 1465402.10 frames. utt_duration=1257 frames, utt_pad_proportion=0.0551, over 4668.28 utterances.], batch size: 18, lr: 2.65e-04
2022-11-24 08:49:09,546 INFO [train.py:818] (0/4) Epoch 21, batch 6000, loss[loss=0.07534, over 7302.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004257, over 20.00 utterances.], tot_loss[loss=0.093, over 1465867.94 frames. utt_duration=1243 frames, utt_pad_proportion=0.0622, over 4722.80 utterances.], batch size: 20, lr: 2.65e-04
2022-11-24 08:49:09,547 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 08:49:29,681 INFO [train.py:847] (0/4) Epoch 21, validation: loss=0.04612, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 08:50:05,831 INFO [train.py:818] (0/4) Epoch 21, batch 6050, loss[loss=0.118, over 7408.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.007029, over 22.00 utterances.], tot_loss[loss=0.09149, over 1465535.66 frames. utt_duration=1248 frames, utt_pad_proportion=0.06133, over 4702.96 utterances.], batch size: 22, lr: 2.65e-04
2022-11-24 08:50:42,917 INFO [train.py:818] (0/4) Epoch 21, batch 6100, loss[loss=0.08926, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005939, over 20.00 utterances.], tot_loss[loss=0.09108, over 1467135.94 frames. utt_duration=1231 frames, utt_pad_proportion=0.06633, over 4771.77 utterances.], batch size: 20, lr: 2.65e-04
2022-11-24 08:50:58,618 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-184000.pt
2022-11-24 08:51:31,508 INFO [train.py:818] (0/4) Epoch 21, batch 6150, loss[loss=0.1101, over 7235.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0162, over 24.00 utterances.], tot_loss[loss=0.09104, over 1466680.97 frames. utt_duration=1250 frames, utt_pad_proportion=0.05774, over 4699.50 utterances.], batch size: 24, lr: 2.65e-04
2022-11-24 08:52:07,568 INFO [train.py:818] (0/4) Epoch 21, batch 6200, loss[loss=0.06605, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005582, over 20.00 utterances.], tot_loss[loss=0.09202, over 1465895.09 frames. utt_duration=1251 frames, utt_pad_proportion=0.05794, over 4694.33 utterances.], batch size: 20, lr: 2.65e-04
2022-11-24 08:52:46,154 INFO [train.py:818] (0/4) Epoch 21, batch 6250, loss[loss=0.09385, over 7473.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02682, over 26.00 utterances.], tot_loss[loss=0.09264, over 1466476.40 frames. utt_duration=1236 frames, utt_pad_proportion=0.06126, over 4751.04 utterances.], batch size: 26, lr: 2.65e-04
2022-11-24 08:53:22,550 INFO [train.py:818] (0/4) Epoch 21, batch 6300, loss[loss=0.07278, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004026, over 21.00 utterances.], tot_loss[loss=0.09186, over 1466334.87 frames. utt_duration=1263 frames, utt_pad_proportion=0.05365, over 4647.91 utterances.], batch size: 21, lr: 2.65e-04
2022-11-24 08:54:00,104 INFO [train.py:818] (0/4) Epoch 21, batch 6350, loss[loss=0.07028, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007217, over 19.00 utterances.], tot_loss[loss=0.09062, over 1466815.10 frames. utt_duration=1236 frames, utt_pad_proportion=0.06355, over 4751.73 utterances.], batch size: 19, lr: 2.65e-04
2022-11-24 08:54:36,844 INFO [train.py:818] (0/4) Epoch 21, batch 6400, loss[loss=0.1131, over 7487.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01222, over 24.00 utterances.], tot_loss[loss=0.09085, over 1467967.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.0611, over 4704.84 utterances.], batch size: 24, lr: 2.65e-04
2022-11-24 08:55:12,968 INFO [train.py:818] (0/4) Epoch 21, batch 6450, loss[loss=0.09987, over 7312.00 frames. utt_duration=771.1 frames, utt_pad_proportion=0.1157, over 38.00 utterances.], tot_loss[loss=0.09284, over 1467663.21 frames. utt_duration=1259 frames, utt_pad_proportion=0.05396, over 4668.94 utterances.], batch size: 38, lr: 2.65e-04
2022-11-24 08:55:48,853 INFO [train.py:818] (0/4) Epoch 21, batch 6500, loss[loss=0.1314, over 7309.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.0335, over 27.00 utterances.], tot_loss[loss=0.09165, over 1466285.92 frames. utt_duration=1268 frames, utt_pad_proportion=0.04899, over 4629.39 utterances.], batch size: 27, lr: 2.65e-04
2022-11-24 08:56:27,624 INFO [train.py:818] (0/4) Epoch 21, batch 6550, loss[loss=0.1181, over 7218.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01858, over 24.00 utterances.], tot_loss[loss=0.09126, over 1465883.31 frames. utt_duration=1254 frames, utt_pad_proportion=0.05629, over 4680.18 utterances.], batch size: 24, lr: 2.65e-04
2022-11-24 08:57:03,408 INFO [train.py:818] (0/4) Epoch 21, batch 6600, loss[loss=0.08857, over 7387.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.006785, over 19.00 utterances.], tot_loss[loss=0.09149, over 1466152.57 frames. utt_duration=1276 frames, utt_pad_proportion=0.0504, over 4602.85 utterances.], batch size: 19, lr: 2.65e-04
2022-11-24 08:57:39,539 INFO [train.py:818] (0/4) Epoch 21, batch 6650, loss[loss=0.09839, over 7490.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01212, over 24.00 utterances.], tot_loss[loss=0.09069, over 1465831.76 frames. utt_duration=1284 frames, utt_pad_proportion=0.04801, over 4570.28 utterances.], batch size: 24, lr: 2.65e-04
2022-11-24 08:58:17,836 INFO [train.py:818] (0/4) Epoch 21, batch 6700, loss[loss=0.09638, over 7200.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006, over 20.00 utterances.], tot_loss[loss=0.09162, over 1466189.18 frames. utt_duration=1250 frames, utt_pad_proportion=0.0575, over 4698.03 utterances.], batch size: 20, lr: 2.65e-04
2022-11-24 08:58:54,960 INFO [train.py:818] (0/4) Epoch 21, batch 6750, loss[loss=0.09778, over 7239.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01465, over 24.00 utterances.], tot_loss[loss=0.09086, over 1466567.67 frames. utt_duration=1257 frames, utt_pad_proportion=0.05683, over 4671.53 utterances.], batch size: 24, lr: 2.65e-04
2022-11-24 08:59:33,190 INFO [train.py:818] (0/4) Epoch 21, batch 6800, loss[loss=0.07733, over 7295.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005583, over 19.00 utterances.], tot_loss[loss=0.09176, over 1467016.42 frames. utt_duration=1229 frames, utt_pad_proportion=0.06387, over 4778.55 utterances.], batch size: 19, lr: 2.65e-04
2022-11-24 09:00:10,210 INFO [train.py:818] (0/4) Epoch 21, batch 6850, loss[loss=0.06613, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004658, over 20.00 utterances.], tot_loss[loss=0.09099, over 1466595.96 frames. utt_duration=1233 frames, utt_pad_proportion=0.06057, over 4762.03 utterances.], batch size: 20, lr: 2.65e-04
2022-11-24 09:00:46,981 INFO [train.py:818] (0/4) Epoch 21, batch 6900, loss[loss=0.1013, over 7308.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03188, over 27.00 utterances.], tot_loss[loss=0.09096, over 1466748.67 frames. utt_duration=1224 frames, utt_pad_proportion=0.06522, over 4800.47 utterances.], batch size: 27, lr: 2.64e-04
2022-11-24 09:01:25,016 INFO [train.py:818] (0/4) Epoch 21, batch 6950, loss[loss=0.07413, over 7237.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01519, over 24.00 utterances.], tot_loss[loss=0.09234, over 1467131.04 frames. utt_duration=1215 frames, utt_pad_proportion=0.06584, over 4835.12 utterances.], batch size: 24, lr: 2.64e-04
2022-11-24 09:02:02,981 INFO [train.py:818] (0/4) Epoch 21, batch 7000, loss[loss=0.0883, over 7467.00 frames. utt_duration=1759 frames, utt_pad_proportion=0.008721, over 17.00 utterances.], tot_loss[loss=0.09287, over 1467738.61 frames. utt_duration=1180 frames, utt_pad_proportion=0.07672, over 4979.82 utterances.], batch size: 17, lr: 2.64e-04
2022-11-24 09:02:40,329 INFO [train.py:818] (0/4) Epoch 21, batch 7050, loss[loss=0.03891, over 7301.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009623, over 17.00 utterances.], tot_loss[loss=0.09214, over 1467142.24 frames. utt_duration=1230 frames, utt_pad_proportion=0.06506, over 4777.60 utterances.], batch size: 17, lr: 2.64e-04
2022-11-24 09:03:17,951 INFO [train.py:818] (0/4) Epoch 21, batch 7100, loss[loss=0.07611, over 7296.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005651, over 19.00 utterances.], tot_loss[loss=0.09133, over 1466537.22 frames. utt_duration=1238 frames, utt_pad_proportion=0.06399, over 4745.91 utterances.], batch size: 19, lr: 2.64e-04
2022-11-24 09:03:54,330 INFO [train.py:818] (0/4) Epoch 21, batch 7150, loss[loss=0.1487, over 7398.00 frames. utt_duration=412.3 frames, utt_pad_proportion=0.3424, over 72.00 utterances.], tot_loss[loss=0.09116, over 1466308.89 frames. utt_duration=1246 frames, utt_pad_proportion=0.06017, over 4714.21 utterances.], batch size: 72, lr: 2.64e-04
2022-11-24 09:04:31,501 INFO [train.py:818] (0/4) Epoch 21, batch 7200, loss[loss=0.0915, over 7391.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.006646, over 19.00 utterances.], tot_loss[loss=0.09149, over 1466899.42 frames. utt_duration=1250 frames, utt_pad_proportion=0.06039, over 4697.84 utterances.], batch size: 19, lr: 2.64e-04
2022-11-24 09:05:09,731 INFO [train.py:818] (0/4) Epoch 21, batch 7250, loss[loss=0.07873, over 7290.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.00589, over 22.00 utterances.], tot_loss[loss=0.09256, over 1467304.03 frames. utt_duration=1198 frames, utt_pad_proportion=0.07392, over 4903.50 utterances.], batch size: 22, lr: 2.64e-04
2022-11-24 09:05:46,258 INFO [train.py:818] (0/4) Epoch 21, batch 7300, loss[loss=0.141, over 7424.00 frames. utt_duration=431.7 frames, utt_pad_proportion=0.3233, over 69.00 utterances.], tot_loss[loss=0.0927, over 1466658.86 frames. utt_duration=1198 frames, utt_pad_proportion=0.07381, over 4902.30 utterances.], batch size: 69, lr: 2.64e-04
2022-11-24 09:06:23,288 INFO [train.py:818] (0/4) Epoch 21, batch 7350, loss[loss=0.07193, over 7308.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.009479, over 18.00 utterances.], tot_loss[loss=0.09328, over 1466409.81 frames. utt_duration=1202 frames, utt_pad_proportion=0.07071, over 4884.68 utterances.], batch size: 18, lr: 2.64e-04
2022-11-24 09:07:01,765 INFO [train.py:818] (0/4) Epoch 21, batch 7400, loss[loss=0.1098, over 7200.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.00641, over 18.00 utterances.], tot_loss[loss=0.09463, over 1465636.40 frames. utt_duration=1195 frames, utt_pad_proportion=0.07226, over 4910.29 utterances.], batch size: 18, lr: 2.64e-04
2022-11-24 09:07:39,161 INFO [train.py:818] (0/4) Epoch 21, batch 7450, loss[loss=0.06623, over 7286.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005961, over 21.00 utterances.], tot_loss[loss=0.0936, over 1465902.12 frames. utt_duration=1216 frames, utt_pad_proportion=0.063, over 4829.91 utterances.], batch size: 21, lr: 2.64e-04
2022-11-24 09:08:17,125 INFO [train.py:818] (0/4) Epoch 21, batch 7500, loss[loss=0.09195, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005276, over 20.00 utterances.], tot_loss[loss=0.09427, over 1466169.15 frames. utt_duration=1182 frames, utt_pad_proportion=0.07547, over 4967.64 utterances.], batch size: 20, lr: 2.64e-04
2022-11-24 09:08:53,950 INFO [train.py:818] (0/4) Epoch 21, batch 7550, loss[loss=0.09372, over 7396.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004405, over 20.00 utterances.], tot_loss[loss=0.0936, over 1466045.07 frames. utt_duration=1197 frames, utt_pad_proportion=0.07147, over 4905.32 utterances.], batch size: 20, lr: 2.64e-04
2022-11-24 09:09:31,204 INFO [train.py:818] (0/4) Epoch 21, batch 7600, loss[loss=0.08438, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007055, over 18.00 utterances.], tot_loss[loss=0.09287, over 1465758.99 frames. utt_duration=1192 frames, utt_pad_proportion=0.07305, over 4923.17 utterances.], batch size: 18, lr: 2.64e-04
2022-11-24 09:10:08,467 INFO [train.py:818] (0/4) Epoch 21, batch 7650, loss[loss=0.07229, over 7317.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.008362, over 18.00 utterances.], tot_loss[loss=0.09126, over 1465928.22 frames. utt_duration=1232 frames, utt_pad_proportion=0.06306, over 4766.39 utterances.], batch size: 18, lr: 2.64e-04
2022-11-24 09:10:44,776 INFO [train.py:818] (0/4) Epoch 21, batch 7700, loss[loss=0.08494, over 7185.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006457, over 21.00 utterances.], tot_loss[loss=0.09119, over 1465176.05 frames. utt_duration=1251 frames, utt_pad_proportion=0.05742, over 4688.73 utterances.], batch size: 21, lr: 2.64e-04
2022-11-24 09:11:22,822 INFO [train.py:818] (0/4) Epoch 21, batch 7750, loss[loss=0.06946, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005801, over 21.00 utterances.], tot_loss[loss=0.09202, over 1464938.80 frames. utt_duration=1238 frames, utt_pad_proportion=0.06208, over 4739.01 utterances.], batch size: 21, lr: 2.64e-04
2022-11-24 09:11:59,519 INFO [train.py:818] (0/4) Epoch 21, batch 7800, loss[loss=0.08191, over 7206.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005376, over 18.00 utterances.], tot_loss[loss=0.09149, over 1463921.13 frames. utt_duration=1248 frames, utt_pad_proportion=0.0586, over 4699.19 utterances.], batch size: 18, lr: 2.64e-04
2022-11-24 09:12:38,637 INFO [train.py:818] (0/4) Epoch 21, batch 7850, loss[loss=0.08203, over 7396.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.006042, over 19.00 utterances.], tot_loss[loss=0.09206, over 1464205.80 frames. utt_duration=1214 frames, utt_pad_proportion=0.07121, over 4830.23 utterances.], batch size: 19, lr: 2.64e-04
2022-11-24 09:13:17,592 INFO [train.py:818] (0/4) Epoch 21, batch 7900, loss[loss=0.1061, over 7450.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01716, over 24.00 utterances.], tot_loss[loss=0.09266, over 1464164.99 frames. utt_duration=1200 frames, utt_pad_proportion=0.07384, over 4886.04 utterances.], batch size: 24, lr: 2.64e-04
2022-11-24 09:13:53,667 INFO [train.py:818] (0/4) Epoch 21, batch 7950, loss[loss=0.108, over 7474.00 frames. utt_duration=416.7 frames, utt_pad_proportion=0.3417, over 72.00 utterances.], tot_loss[loss=0.09129, over 1464734.17 frames. utt_duration=1201 frames, utt_pad_proportion=0.07198, over 4883.99 utterances.], batch size: 72, lr: 2.64e-04
2022-11-24 09:14:30,386 INFO [train.py:818] (0/4) Epoch 21, batch 8000, loss[loss=0.07042, over 7288.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.00562, over 21.00 utterances.], tot_loss[loss=0.09153, over 1465527.40 frames. utt_duration=1181 frames, utt_pad_proportion=0.07595, over 4972.00 utterances.], batch size: 21, lr: 2.64e-04
2022-11-24 09:15:08,782 INFO [train.py:818] (0/4) Epoch 21, batch 8050, loss[loss=0.1141, over 7391.00 frames. utt_duration=759.5 frames, utt_pad_proportion=0.1158, over 39.00 utterances.], tot_loss[loss=0.09116, over 1464756.95 frames. utt_duration=1226 frames, utt_pad_proportion=0.06504, over 4785.27 utterances.], batch size: 39, lr: 2.64e-04
2022-11-24 09:15:44,958 INFO [train.py:818] (0/4) Epoch 21, batch 8100, loss[loss=0.09771, over 7232.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.0198, over 25.00 utterances.], tot_loss[loss=0.0912, over 1466274.35 frames. utt_duration=1241 frames, utt_pad_proportion=0.06012, over 4730.23 utterances.], batch size: 25, lr: 2.64e-04
2022-11-24 09:16:22,091 INFO [train.py:818] (0/4) Epoch 21, batch 8150, loss[loss=0.06528, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009464, over 17.00 utterances.], tot_loss[loss=0.09152, over 1465989.30 frames. utt_duration=1215 frames, utt_pad_proportion=0.0682, over 4834.24 utterances.], batch size: 17, lr: 2.64e-04
2022-11-24 09:17:00,893 INFO [train.py:818] (0/4) Epoch 21, batch 8200, loss[loss=0.1087, over 7439.00 frames. utt_duration=961.6 frames, utt_pad_proportion=0.06824, over 31.00 utterances.], tot_loss[loss=0.09201, over 1466723.22 frames. utt_duration=1231 frames, utt_pad_proportion=0.06385, over 4770.28 utterances.], batch size: 31, lr: 2.64e-04
2022-11-24 09:17:38,359 INFO [train.py:818] (0/4) Epoch 21, batch 8250, loss[loss=0.154, over 7472.00 frames. utt_duration=428.4 frames, utt_pad_proportion=0.3233, over 70.00 utterances.], tot_loss[loss=0.09168, over 1466642.18 frames. utt_duration=1226 frames, utt_pad_proportion=0.06683, over 4790.44 utterances.], batch size: 70, lr: 2.64e-04
2022-11-24 09:18:16,140 INFO [train.py:818] (0/4) Epoch 21, batch 8300, loss[loss=0.08416, over 7191.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006966, over 18.00 utterances.], tot_loss[loss=0.09179, over 1465375.50 frames. utt_duration=1218 frames, utt_pad_proportion=0.0698, over 4817.67 utterances.], batch size: 18, lr: 2.63e-04
2022-11-24 09:18:53,697 INFO [train.py:818] (0/4) Epoch 21, batch 8350, loss[loss=0.07663, over 7182.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006013, over 21.00 utterances.], tot_loss[loss=0.09137, over 1466536.36 frames. utt_duration=1219 frames, utt_pad_proportion=0.06814, over 4817.88 utterances.], batch size: 21, lr: 2.63e-04
2022-11-24 09:19:29,340 INFO [train.py:818] (0/4) Epoch 21, batch 8400, loss[loss=0.1235, over 7478.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.009853, over 23.00 utterances.], tot_loss[loss=0.09208, over 1466072.47 frames. utt_duration=1223 frames, utt_pad_proportion=0.06498, over 4802.40 utterances.], batch size: 23, lr: 2.63e-04
2022-11-24 09:20:07,755 INFO [train.py:818] (0/4) Epoch 21, batch 8450, loss[loss=0.1467, over 7471.00 frames. utt_duration=434.6 frames, utt_pad_proportion=0.323, over 69.00 utterances.], tot_loss[loss=0.09185, over 1466417.52 frames. utt_duration=1182 frames, utt_pad_proportion=0.07996, over 4970.07 utterances.], batch size: 69, lr: 2.63e-04
2022-11-24 09:20:44,822 INFO [train.py:818] (0/4) Epoch 21, batch 8500, loss[loss=0.1083, over 7470.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01472, over 24.00 utterances.], tot_loss[loss=0.09166, over 1466678.21 frames. utt_duration=1171 frames, utt_pad_proportion=0.08422, over 5014.66 utterances.], batch size: 24, lr: 2.63e-04
2022-11-24 09:21:21,126 INFO [train.py:818] (0/4) Epoch 21, batch 8550, loss[loss=0.07659, over 7286.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005386, over 21.00 utterances.], tot_loss[loss=0.09172, over 1466127.80 frames. utt_duration=1183 frames, utt_pad_proportion=0.07876, over 4961.67 utterances.], batch size: 21, lr: 2.63e-04
2022-11-24 09:21:59,129 INFO [train.py:818] (0/4) Epoch 21, batch 8600, loss[loss=0.1188, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00701, over 21.00 utterances.], tot_loss[loss=0.09252, over 1464755.73 frames. utt_duration=1188 frames, utt_pad_proportion=0.07836, over 4937.94 utterances.], batch size: 21, lr: 2.63e-04
2022-11-24 09:22:36,189 INFO [train.py:818] (0/4) Epoch 21, batch 8650, loss[loss=0.08646, over 7250.00 frames. utt_duration=1161 frames, utt_pad_proportion=0.0175, over 25.00 utterances.], tot_loss[loss=0.09335, over 1465663.24 frames. utt_duration=1162 frames, utt_pad_proportion=0.08378, over 5050.71 utterances.], batch size: 25, lr: 2.63e-04
2022-11-24 09:23:11,663 INFO [train.py:818] (0/4) Epoch 21, batch 8700, loss[loss=0.06138, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005046, over 20.00 utterances.], tot_loss[loss=0.09321, over 1466035.20 frames. utt_duration=1162 frames, utt_pad_proportion=0.08402, over 5052.55 utterances.], batch size: 20, lr: 2.63e-04
2022-11-24 09:23:47,641 INFO [train.py:818] (0/4) Epoch 21, batch 8750, loss[loss=0.1069, over 7449.00 frames. utt_duration=765.6 frames, utt_pad_proportion=0.127, over 39.00 utterances.], tot_loss[loss=0.09221, over 1465999.76 frames. utt_duration=1167 frames, utt_pad_proportion=0.0802, over 5031.44 utterances.], batch size: 39, lr: 2.63e-04
2022-11-24 09:24:23,739 INFO [train.py:818] (0/4) Epoch 21, batch 8800, loss[loss=0.09019, over 7424.00 frames. utt_duration=763.1 frames, utt_pad_proportion=0.1319, over 39.00 utterances.], tot_loss[loss=0.091, over 1467516.21 frames. utt_duration=1157 frames, utt_pad_proportion=0.08345, over 5080.00 utterances.], batch size: 39, lr: 2.63e-04
2022-11-24 09:24:59,963 INFO [train.py:818] (0/4) Epoch 21, batch 8850, loss[loss=0.079, over 7386.00 frames. utt_duration=1848 frames, utt_pad_proportion=0.05631, over 16.00 utterances.], tot_loss[loss=0.09077, over 1467508.62 frames. utt_duration=1184 frames, utt_pad_proportion=0.07864, over 4962.36 utterances.], batch size: 16, lr: 2.63e-04
2022-11-24 09:25:38,150 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-21.pt
2022-11-24 09:26:11,026 INFO [train.py:818] (0/4) Epoch 22, batch 0, loss[loss=0.08334, over 7235.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01368, over 24.00 utterances.], tot_loss[loss=0.08334, over 7235.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01368, over 24.00 utterances.], batch size: 24, lr: 2.57e-04
2022-11-24 09:26:47,105 INFO [train.py:818] (0/4) Epoch 22, batch 50, loss[loss=0.08245, over 7409.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007325, over 22.00 utterances.], tot_loss[loss=0.07881, over 330589.47 frames. utt_duration=1151 frames, utt_pad_proportion=0.08216, over 1150.02 utterances.], batch size: 22, lr: 2.57e-04
2022-11-24 09:27:23,584 INFO [train.py:818] (0/4) Epoch 22, batch 100, loss[loss=0.1164, over 7278.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.007528, over 21.00 utterances.], tot_loss[loss=0.07582, over 581168.64 frames. utt_duration=1209 frames, utt_pad_proportion=0.06836, over 1926.01 utterances.], batch size: 21, lr: 2.57e-04
2022-11-24 09:28:00,548 INFO [train.py:818] (0/4) Epoch 22, batch 150, loss[loss=0.08651, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006661, over 22.00 utterances.], tot_loss[loss=0.07608, over 776647.33 frames. utt_duration=1271 frames, utt_pad_proportion=0.05629, over 2447.65 utterances.], batch size: 22, lr: 2.57e-04
2022-11-24 09:28:36,205 INFO [train.py:818] (0/4) Epoch 22, batch 200, loss[loss=0.07202, over 7232.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.0155, over 24.00 utterances.], tot_loss[loss=0.07562, over 929264.25 frames. utt_duration=1252 frames, utt_pad_proportion=0.05762, over 2972.73 utterances.], batch size: 24, lr: 2.57e-04
2022-11-24 09:29:14,329 INFO [train.py:818] (0/4) Epoch 22, batch 250, loss[loss=0.06998, over 7207.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.005515, over 19.00 utterances.], tot_loss[loss=0.07525, over 1048637.99 frames. utt_duration=1243 frames, utt_pad_proportion=0.06084, over 3378.52 utterances.], batch size: 19, lr: 2.57e-04
2022-11-24 09:29:50,223 INFO [train.py:818] (0/4) Epoch 22, batch 300, loss[loss=0.08698, over 7248.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01359, over 24.00 utterances.], tot_loss[loss=0.0742, over 1141507.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.05677, over 3658.28 utterances.], batch size: 24, lr: 2.57e-04
2022-11-24 09:30:26,694 INFO [train.py:818] (0/4) Epoch 22, batch 350, loss[loss=0.04913, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.008055, over 22.00 utterances.], tot_loss[loss=0.07496, over 1213643.30 frames. utt_duration=1271 frames, utt_pad_proportion=0.05331, over 3823.86 utterances.], batch size: 22, lr: 2.57e-04
2022-11-24 09:31:03,507 INFO [train.py:818] (0/4) Epoch 22, batch 400, loss[loss=0.09012, over 7416.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006623, over 22.00 utterances.], tot_loss[loss=0.07508, over 1271571.71 frames. utt_duration=1289 frames, utt_pad_proportion=0.04788, over 3951.63 utterances.], batch size: 22, lr: 2.57e-04
2022-11-24 09:31:39,181 INFO [train.py:818] (0/4) Epoch 22, batch 450, loss[loss=0.1051, over 7484.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02334, over 26.00 utterances.], tot_loss[loss=0.07556, over 1313938.98 frames. utt_duration=1286 frames, utt_pad_proportion=0.0479, over 4090.84 utterances.], batch size: 26, lr: 2.57e-04
2022-11-24 09:32:14,385 INFO [train.py:818] (0/4) Epoch 22, batch 500, loss[loss=0.08977, over 7210.00 frames. utt_duration=1203 frames, utt_pad_proportion=0.01782, over 24.00 utterances.], tot_loss[loss=0.07459, over 1347376.59 frames. utt_duration=1300 frames, utt_pad_proportion=0.04252, over 4149.92 utterances.], batch size: 24, lr: 2.57e-04
2022-11-24 09:32:52,536 INFO [train.py:818] (0/4) Epoch 22, batch 550, loss[loss=0.07282, over 7389.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.00578, over 20.00 utterances.], tot_loss[loss=0.07445, over 1373955.14 frames. utt_duration=1304 frames, utt_pad_proportion=0.04064, over 4220.99 utterances.], batch size: 20, lr: 2.57e-04
2022-11-24 09:33:28,981 INFO [train.py:818] (0/4) Epoch 22, batch 600, loss[loss=0.08464, over 7269.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.02512, over 16.00 utterances.], tot_loss[loss=0.07432, over 1394810.61 frames. utt_duration=1289 frames, utt_pad_proportion=0.04502, over 4332.39 utterances.], batch size: 16, lr: 2.57e-04
2022-11-24 09:34:05,626 INFO [train.py:818] (0/4) Epoch 22, batch 650, loss[loss=0.05976, over 7457.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.007316, over 17.00 utterances.], tot_loss[loss=0.07383, over 1411361.73 frames. utt_duration=1257 frames, utt_pad_proportion=0.05568, over 4494.94 utterances.], batch size: 17, lr: 2.57e-04
2022-11-24 09:34:43,254 INFO [train.py:818] (0/4) Epoch 22, batch 700, loss[loss=0.05046, over 7262.00 frames. utt_duration=1817 frames, utt_pad_proportion=0.03402, over 16.00 utterances.], tot_loss[loss=0.07327, over 1423467.65 frames. utt_duration=1275 frames, utt_pad_proportion=0.05252, over 4472.33 utterances.], batch size: 16, lr: 2.57e-04
2022-11-24 09:35:19,534 INFO [train.py:818] (0/4) Epoch 22, batch 750, loss[loss=0.08546, over 7217.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.02361, over 25.00 utterances.], tot_loss[loss=0.07295, over 1432057.58 frames. utt_duration=1301 frames, utt_pad_proportion=0.04443, over 4408.84 utterances.], batch size: 25, lr: 2.57e-04
2022-11-24 09:35:55,612 INFO [train.py:818] (0/4) Epoch 22, batch 800, loss[loss=0.06498, over 7337.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.008669, over 23.00 utterances.], tot_loss[loss=0.07244, over 1439657.37 frames. utt_duration=1303 frames, utt_pad_proportion=0.04619, over 4423.86 utterances.], batch size: 23, lr: 2.57e-04
2022-11-24 09:36:32,788 INFO [train.py:818] (0/4) Epoch 22, batch 850, loss[loss=0.05772, over 7444.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007327, over 18.00 utterances.], tot_loss[loss=0.07274, over 1445235.33 frames. utt_duration=1305 frames, utt_pad_proportion=0.04494, over 4435.53 utterances.], batch size: 18, lr: 2.57e-04
2022-11-24 09:37:08,792 INFO [train.py:818] (0/4) Epoch 22, batch 900, loss[loss=0.1079, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01014, over 23.00 utterances.], tot_loss[loss=0.07356, over 1449551.15 frames. utt_duration=1298 frames, utt_pad_proportion=0.04441, over 4471.21 utterances.], batch size: 23, lr: 2.57e-04
2022-11-24 09:37:44,710 INFO [train.py:818] (0/4) Epoch 22, batch 950, loss[loss=0.112, over 7395.00 frames. utt_duration=401.1 frames, utt_pad_proportion=0.3713, over 74.00 utterances.], tot_loss[loss=0.07339, over 1453271.08 frames. utt_duration=1287 frames, utt_pad_proportion=0.05236, over 4522.47 utterances.], batch size: 74, lr: 2.57e-04
2022-11-24 09:38:21,361 INFO [train.py:818] (0/4) Epoch 22, batch 1000, loss[loss=0.08293, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006603, over 20.00 utterances.], tot_loss[loss=0.07498, over 1455939.87 frames. utt_duration=1284 frames, utt_pad_proportion=0.04965, over 4542.36 utterances.], batch size: 20, lr: 2.57e-04
2022-11-24 09:38:58,045 INFO [train.py:818] (0/4) Epoch 22, batch 1050, loss[loss=0.08314, over 7396.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.00524, over 19.00 utterances.], tot_loss[loss=0.07551, over 1457703.41 frames. utt_duration=1268 frames, utt_pad_proportion=0.05632, over 4604.66 utterances.], batch size: 19, lr: 2.57e-04
2022-11-24 09:39:34,303 INFO [train.py:818] (0/4) Epoch 22, batch 1100, loss[loss=0.07041, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005851, over 21.00 utterances.], tot_loss[loss=0.07643, over 1459486.81 frames. utt_duration=1246 frames, utt_pad_proportion=0.06184, over 4691.20 utterances.], batch size: 21, lr: 2.56e-04
2022-11-24 09:40:12,533 INFO [train.py:818] (0/4) Epoch 22, batch 1150, loss[loss=0.04651, over 7487.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005441, over 20.00 utterances.], tot_loss[loss=0.07671, over 1462175.53 frames. utt_duration=1254 frames, utt_pad_proportion=0.05686, over 4670.51 utterances.], batch size: 20, lr: 2.56e-04
2022-11-24 09:40:49,045 INFO [train.py:818] (0/4) Epoch 22, batch 1200, loss[loss=0.1116, over 7393.00 frames. utt_duration=412.3 frames, utt_pad_proportion=0.3548, over 72.00 utterances.], tot_loss[loss=0.077, over 1463691.80 frames. utt_duration=1233 frames, utt_pad_proportion=0.06501, over 4752.86 utterances.], batch size: 72, lr: 2.56e-04
2022-11-24 09:41:27,091 INFO [train.py:818] (0/4) Epoch 22, batch 1250, loss[loss=0.08448, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006411, over 19.00 utterances.], tot_loss[loss=0.07714, over 1463842.78 frames. utt_duration=1229 frames, utt_pad_proportion=0.06766, over 4769.57 utterances.], batch size: 19, lr: 2.56e-04
2022-11-24 09:42:05,122 INFO [train.py:818] (0/4) Epoch 22, batch 1300, loss[loss=0.05723, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006652, over 19.00 utterances.], tot_loss[loss=0.07671, over 1463928.25 frames. utt_duration=1215 frames, utt_pad_proportion=0.06971, over 4824.96 utterances.], batch size: 19, lr: 2.56e-04
2022-11-24 09:42:40,893 INFO [train.py:818] (0/4) Epoch 22, batch 1350, loss[loss=0.03991, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008092, over 17.00 utterances.], tot_loss[loss=0.07553, over 1464548.48 frames. utt_duration=1245 frames, utt_pad_proportion=0.06343, over 4712.07 utterances.], batch size: 17, lr: 2.56e-04
2022-11-24 09:43:16,974 INFO [train.py:818] (0/4) Epoch 22, batch 1400, loss[loss=0.0843, over 7197.00 frames. utt_duration=1253 frames, utt_pad_proportion=0.008634, over 23.00 utterances.], tot_loss[loss=0.07447, over 1465209.78 frames. utt_duration=1269 frames, utt_pad_proportion=0.05521, over 4623.78 utterances.], batch size: 23, lr: 2.56e-04
2022-11-24 09:43:53,466 INFO [train.py:818] (0/4) Epoch 22, batch 1450, loss[loss=0.0977, over 7435.00 frames. utt_duration=744.9 frames, utt_pad_proportion=0.1438, over 40.00 utterances.], tot_loss[loss=0.0752, over 1464766.40 frames. utt_duration=1283 frames, utt_pad_proportion=0.05203, over 4570.85 utterances.], batch size: 40, lr: 2.56e-04
2022-11-24 09:44:29,781 INFO [train.py:818] (0/4) Epoch 22, batch 1500, loss[loss=0.08175, over 7305.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.004763, over 19.00 utterances.], tot_loss[loss=0.07609, over 1465903.14 frames. utt_duration=1266 frames, utt_pad_proportion=0.06015, over 4638.70 utterances.], batch size: 19, lr: 2.56e-04
2022-11-24 09:45:07,050 INFO [train.py:818] (0/4) Epoch 22, batch 1550, loss[loss=0.0882, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004897, over 20.00 utterances.], tot_loss[loss=0.07589, over 1466159.78 frames. utt_duration=1275 frames, utt_pad_proportion=0.05432, over 4604.36 utterances.], batch size: 20, lr: 2.56e-04
2022-11-24 09:45:44,200 INFO [train.py:818] (0/4) Epoch 22, batch 1600, loss[loss=0.08451, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004555, over 20.00 utterances.], tot_loss[loss=0.07672, over 1465630.63 frames. utt_duration=1249 frames, utt_pad_proportion=0.06045, over 4698.22 utterances.], batch size: 20, lr: 2.56e-04
2022-11-24 09:46:20,583 INFO [train.py:818] (0/4) Epoch 22, batch 1650, loss[loss=0.07419, over 7461.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.009909, over 17.00 utterances.], tot_loss[loss=0.07532, over 1465814.86 frames. utt_duration=1270 frames, utt_pad_proportion=0.05771, over 4621.93 utterances.], batch size: 17, lr: 2.56e-04
2022-11-24 09:47:00,159 INFO [train.py:818] (0/4) Epoch 22, batch 1700, loss[loss=0.08497, over 7285.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.005931, over 19.00 utterances.], tot_loss[loss=0.07535, over 1465867.06 frames. utt_duration=1229 frames, utt_pad_proportion=0.06887, over 4776.96 utterances.], batch size: 19, lr: 2.56e-04
2022-11-24 09:47:37,218 INFO [train.py:818] (0/4) Epoch 22, batch 1750, loss[loss=0.06632, over 7440.00 frames. utt_duration=961.3 frames, utt_pad_proportion=0.06674, over 31.00 utterances.], tot_loss[loss=0.07571, over 1465779.10 frames. utt_duration=1236 frames, utt_pad_proportion=0.06583, over 4748.54 utterances.], batch size: 31, lr: 2.56e-04
2022-11-24 09:48:13,416 INFO [train.py:818] (0/4) Epoch 22, batch 1800, loss[loss=0.04748, over 7162.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.009159, over 17.00 utterances.], tot_loss[loss=0.07485, over 1466458.94 frames. utt_duration=1245 frames, utt_pad_proportion=0.06214, over 4717.64 utterances.], batch size: 17, lr: 2.56e-04
2022-11-24 09:48:51,378 INFO [train.py:818] (0/4) Epoch 22, batch 1850, loss[loss=0.05394, over 7438.00 frames. utt_duration=1752 frames, utt_pad_proportion=0.01211, over 17.00 utterances.], tot_loss[loss=0.07518, over 1466012.74 frames. utt_duration=1235 frames, utt_pad_proportion=0.06674, over 4753.97 utterances.], batch size: 17, lr: 2.56e-04
2022-11-24 09:49:27,060 INFO [train.py:818] (0/4) Epoch 22, batch 1900, loss[loss=0.06227, over 7376.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00649, over 21.00 utterances.], tot_loss[loss=0.07554, over 1466296.19 frames. utt_duration=1222 frames, utt_pad_proportion=0.06901, over 4806.03 utterances.], batch size: 21, lr: 2.56e-04
2022-11-24 09:50:04,974 INFO [train.py:818] (0/4) Epoch 22, batch 1950, loss[loss=0.111, over 7349.00 frames. utt_duration=1090 frames, utt_pad_proportion=0.02829, over 27.00 utterances.], tot_loss[loss=0.0756, over 1465906.68 frames. utt_duration=1214 frames, utt_pad_proportion=0.07006, over 4836.31 utterances.], batch size: 27, lr: 2.56e-04
2022-11-24 09:50:42,379 INFO [train.py:818] (0/4) Epoch 22, batch 2000, loss[loss=0.06317, over 7387.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005078, over 21.00 utterances.], tot_loss[loss=0.07534, over 1465545.26 frames. utt_duration=1230 frames, utt_pad_proportion=0.06729, over 4772.70 utterances.], batch size: 21, lr: 2.56e-04
2022-11-24 09:51:17,603 INFO [train.py:818] (0/4) Epoch 22, batch 2050, loss[loss=0.06485, over 7396.00 frames. utt_duration=1346 frames, utt_pad_proportion=0.008173, over 22.00 utterances.], tot_loss[loss=0.07503, over 1465978.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.05625, over 4619.89 utterances.], batch size: 22, lr: 2.56e-04
2022-11-24 09:51:54,383 INFO [train.py:818] (0/4) Epoch 22, batch 2100, loss[loss=0.1241, over 7370.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.004956, over 20.00 utterances.], tot_loss[loss=0.07549, over 1467544.85 frames. utt_duration=1266 frames, utt_pad_proportion=0.05767, over 4643.70 utterances.], batch size: 20, lr: 2.56e-04
2022-11-24 09:52:32,340 INFO [train.py:818] (0/4) Epoch 22, batch 2150, loss[loss=0.04998, over 7296.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.00626, over 19.00 utterances.], tot_loss[loss=0.07617, over 1467573.46 frames. utt_duration=1258 frames, utt_pad_proportion=0.05958, over 4670.33 utterances.], batch size: 19, lr: 2.56e-04
2022-11-24 09:53:08,958 INFO [train.py:818] (0/4) Epoch 22, batch 2200, loss[loss=0.06623, over 7480.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01018, over 24.00 utterances.], tot_loss[loss=0.07598, over 1466859.34 frames. utt_duration=1241 frames, utt_pad_proportion=0.06667, over 4734.61 utterances.], batch size: 24, lr: 2.56e-04
2022-11-24 09:53:46,379 INFO [train.py:818] (0/4) Epoch 22, batch 2250, loss[loss=0.07626, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005088, over 21.00 utterances.], tot_loss[loss=0.07677, over 1466947.79 frames. utt_duration=1235 frames, utt_pad_proportion=0.06698, over 4756.56 utterances.], batch size: 21, lr: 2.56e-04
2022-11-24 09:54:22,123 INFO [train.py:818] (0/4) Epoch 22, batch 2300, loss[loss=0.05939, over 7475.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006768, over 20.00 utterances.], tot_loss[loss=0.07607, over 1465847.91 frames. utt_duration=1254 frames, utt_pad_proportion=0.05853, over 4682.87 utterances.], batch size: 20, lr: 2.56e-04
2022-11-24 09:54:58,758 INFO [train.py:818] (0/4) Epoch 22, batch 2350, loss[loss=0.08374, over 7279.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005867, over 21.00 utterances.], tot_loss[loss=0.07605, over 1466261.57 frames. utt_duration=1282 frames, utt_pad_proportion=0.05064, over 4581.32 utterances.], batch size: 21, lr: 2.56e-04
2022-11-24 09:55:36,365 INFO [train.py:818] (0/4) Epoch 22, batch 2400, loss[loss=0.07543, over 7479.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02519, over 26.00 utterances.], tot_loss[loss=0.07564, over 1465391.04 frames. utt_duration=1299 frames, utt_pad_proportion=0.04391, over 4518.46 utterances.], batch size: 26, lr: 2.56e-04
2022-11-24 09:56:11,919 INFO [train.py:818] (0/4) Epoch 22, batch 2450, loss[loss=0.0959, over 7444.00 frames. utt_duration=415 frames, utt_pad_proportion=0.3263, over 72.00 utterances.], tot_loss[loss=0.07646, over 1464440.69 frames. utt_duration=1276 frames, utt_pad_proportion=0.05287, over 4594.63 utterances.], batch size: 72, lr: 2.56e-04
2022-11-24 09:56:49,087 INFO [train.py:818] (0/4) Epoch 22, batch 2500, loss[loss=0.062, over 7206.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.00507, over 19.00 utterances.], tot_loss[loss=0.07554, over 1464829.03 frames. utt_duration=1258 frames, utt_pad_proportion=0.05489, over 4663.80 utterances.], batch size: 19, lr: 2.56e-04
2022-11-24 09:57:26,712 INFO [train.py:818] (0/4) Epoch 22, batch 2550, loss[loss=0.05861, over 7347.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008824, over 23.00 utterances.], tot_loss[loss=0.07533, over 1465739.02 frames. utt_duration=1242 frames, utt_pad_proportion=0.05888, over 4727.31 utterances.], batch size: 23, lr: 2.55e-04
2022-11-24 09:58:02,337 INFO [train.py:818] (0/4) Epoch 22, batch 2600, loss[loss=0.08253, over 7210.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004756, over 19.00 utterances.], tot_loss[loss=0.07554, over 1465782.96 frames. utt_duration=1242 frames, utt_pad_proportion=0.05761, over 4727.81 utterances.], batch size: 19, lr: 2.55e-04
2022-11-24 09:58:38,307 INFO [train.py:818] (0/4) Epoch 22, batch 2650, loss[loss=0.06708, over 7310.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.005673, over 22.00 utterances.], tot_loss[loss=0.07558, over 1464982.07 frames. utt_duration=1242 frames, utt_pad_proportion=0.05732, over 4725.35 utterances.], batch size: 22, lr: 2.55e-04
2022-11-24 09:59:16,119 INFO [train.py:818] (0/4) Epoch 22, batch 2700, loss[loss=0.08673, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005153, over 21.00 utterances.], tot_loss[loss=0.07543, over 1465131.66 frames. utt_duration=1236 frames, utt_pad_proportion=0.05928, over 4748.14 utterances.], batch size: 21, lr: 2.55e-04
2022-11-24 09:59:51,192 INFO [train.py:818] (0/4) Epoch 22, batch 2750, loss[loss=0.06228, over 7414.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007754, over 22.00 utterances.], tot_loss[loss=0.07413, over 1464523.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.05067, over 4592.14 utterances.], batch size: 22, lr: 2.55e-04
2022-11-24 10:00:26,963 INFO [train.py:818] (0/4) Epoch 22, batch 2800, loss[loss=0.1174, over 7462.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01324, over 24.00 utterances.], tot_loss[loss=0.07482, over 1464184.40 frames. utt_duration=1270 frames, utt_pad_proportion=0.05209, over 4618.20 utterances.], batch size: 24, lr: 2.55e-04
2022-11-24 10:01:05,093 INFO [train.py:818] (0/4) Epoch 22, batch 2850, loss[loss=0.05035, over 7449.00 frames. utt_duration=746.4 frames, utt_pad_proportion=0.1392, over 40.00 utterances.], tot_loss[loss=0.07547, over 1464045.57 frames. utt_duration=1272 frames, utt_pad_proportion=0.04919, over 4608.15 utterances.], batch size: 40, lr: 2.55e-04
2022-11-24 10:01:40,451 INFO [train.py:818] (0/4) Epoch 22, batch 2900, loss[loss=0.07464, over 7407.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008128, over 22.00 utterances.], tot_loss[loss=0.0744, over 1465325.67 frames. utt_duration=1271 frames, utt_pad_proportion=0.0485, over 4617.18 utterances.], batch size: 22, lr: 2.55e-04
2022-11-24 10:02:16,327 INFO [train.py:818] (0/4) Epoch 22, batch 2950, loss[loss=0.05062, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.01054, over 17.00 utterances.], tot_loss[loss=0.07384, over 1465295.93 frames. utt_duration=1281 frames, utt_pad_proportion=0.04796, over 4579.75 utterances.], batch size: 17, lr: 2.55e-04
2022-11-24 10:02:54,954 INFO [train.py:818] (0/4) Epoch 22, batch 3000, loss[loss=0.085, over 7206.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004142, over 19.00 utterances.], tot_loss[loss=0.07414, over 1465823.58 frames. utt_duration=1255 frames, utt_pad_proportion=0.05551, over 4676.45 utterances.], batch size: 19, lr: 2.55e-04
2022-11-24 10:02:54,955 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 10:03:15,218 INFO [train.py:847] (0/4) Epoch 22, validation: loss=0.04958, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 10:03:52,345 INFO [train.py:818] (0/4) Epoch 22, batch 3050, loss[loss=0.07086, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005416, over 21.00 utterances.], tot_loss[loss=0.07422, over 1465515.59 frames. utt_duration=1259 frames, utt_pad_proportion=0.0564, over 4663.33 utterances.], batch size: 21, lr: 2.55e-04
2022-11-24 10:04:30,159 INFO [train.py:818] (0/4) Epoch 22, batch 3100, loss[loss=0.06115, over 7315.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008128, over 17.00 utterances.], tot_loss[loss=0.07441, over 1465326.89 frames. utt_duration=1281 frames, utt_pad_proportion=0.05127, over 4582.75 utterances.], batch size: 17, lr: 2.55e-04
2022-11-24 10:05:06,772 INFO [train.py:818] (0/4) Epoch 22, batch 3150, loss[loss=0.08043, over 7475.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006507, over 20.00 utterances.], tot_loss[loss=0.07472, over 1465891.11 frames. utt_duration=1267 frames, utt_pad_proportion=0.05362, over 4634.81 utterances.], batch size: 20, lr: 2.55e-04
2022-11-24 10:05:42,803 INFO [train.py:818] (0/4) Epoch 22, batch 3200, loss[loss=0.06579, over 7346.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.008824, over 23.00 utterances.], tot_loss[loss=0.07458, over 1466473.14 frames. utt_duration=1268 frames, utt_pad_proportion=0.0546, over 4630.05 utterances.], batch size: 23, lr: 2.55e-04
2022-11-24 10:06:18,634 INFO [train.py:818] (0/4) Epoch 22, batch 3250, loss[loss=0.06667, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005103, over 19.00 utterances.], tot_loss[loss=0.07404, over 1466209.23 frames. utt_duration=1308 frames, utt_pad_proportion=0.04608, over 4488.83 utterances.], batch size: 19, lr: 2.55e-04
2022-11-24 10:06:55,095 INFO [train.py:818] (0/4) Epoch 22, batch 3300, loss[loss=0.06413, over 7300.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008683, over 18.00 utterances.], tot_loss[loss=0.0734, over 1464885.97 frames. utt_duration=1292 frames, utt_pad_proportion=0.0513, over 4539.16 utterances.], batch size: 18, lr: 2.55e-04
2022-11-24 10:07:32,755 INFO [train.py:818] (0/4) Epoch 22, batch 3350, loss[loss=0.05327, over 7395.00 frames. utt_duration=956.1 frames, utt_pad_proportion=0.07358, over 31.00 utterances.], tot_loss[loss=0.07324, over 1465461.98 frames. utt_duration=1290 frames, utt_pad_proportion=0.05311, over 4549.24 utterances.], batch size: 31, lr: 2.55e-04
2022-11-24 10:08:09,611 INFO [train.py:818] (0/4) Epoch 22, batch 3400, loss[loss=0.06639, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006005, over 20.00 utterances.], tot_loss[loss=0.07382, over 1465648.16 frames. utt_duration=1302 frames, utt_pad_proportion=0.05007, over 4507.42 utterances.], batch size: 20, lr: 2.55e-04
2022-11-24 10:08:46,661 INFO [train.py:818] (0/4) Epoch 22, batch 3450, loss[loss=0.09579, over 7473.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0142, over 24.00 utterances.], tot_loss[loss=0.07477, over 1464803.92 frames. utt_duration=1268 frames, utt_pad_proportion=0.05814, over 4625.00 utterances.], batch size: 24, lr: 2.55e-04
2022-11-24 10:09:24,569 INFO [train.py:818] (0/4) Epoch 22, batch 3500, loss[loss=0.05347, over 7319.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007719, over 18.00 utterances.], tot_loss[loss=0.075, over 1465412.19 frames. utt_duration=1279 frames, utt_pad_proportion=0.05624, over 4590.05 utterances.], batch size: 18, lr: 2.55e-04
2022-11-24 10:10:01,181 INFO [train.py:818] (0/4) Epoch 22, batch 3550, loss[loss=0.05658, over 7309.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008977, over 18.00 utterances.], tot_loss[loss=0.07512, over 1464834.39 frames. utt_duration=1259 frames, utt_pad_proportion=0.06055, over 4659.94 utterances.], batch size: 18, lr: 2.55e-04
2022-11-24 10:10:36,962 INFO [train.py:818] (0/4) Epoch 22, batch 3600, loss[loss=0.07465, over 7179.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.00742, over 22.00 utterances.], tot_loss[loss=0.07462, over 1465185.10 frames. utt_duration=1265 frames, utt_pad_proportion=0.05822, over 4639.33 utterances.], batch size: 22, lr: 2.55e-04
2022-11-24 10:11:13,930 INFO [train.py:818] (0/4) Epoch 22, batch 3650, loss[loss=0.09698, over 7225.00 frames. utt_duration=1072 frames, utt_pad_proportion=0.04374, over 27.00 utterances.], tot_loss[loss=0.07492, over 1464212.93 frames. utt_duration=1271 frames, utt_pad_proportion=0.0547, over 4615.20 utterances.], batch size: 27, lr: 2.55e-04
2022-11-24 10:11:50,120 INFO [train.py:818] (0/4) Epoch 22, batch 3700, loss[loss=0.05586, over 7284.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.006574, over 20.00 utterances.], tot_loss[loss=0.07408, over 1463736.88 frames. utt_duration=1286 frames, utt_pad_proportion=0.05035, over 4558.04 utterances.], batch size: 20, lr: 2.55e-04
2022-11-24 10:12:27,163 INFO [train.py:818] (0/4) Epoch 22, batch 3750, loss[loss=0.07079, over 7474.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01247, over 24.00 utterances.], tot_loss[loss=0.07397, over 1463557.24 frames. utt_duration=1262 frames, utt_pad_proportion=0.05563, over 4645.74 utterances.], batch size: 24, lr: 2.55e-04
2022-11-24 10:13:03,602 INFO [train.py:818] (0/4) Epoch 22, batch 3800, loss[loss=0.099, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007325, over 22.00 utterances.], tot_loss[loss=0.07525, over 1463741.08 frames. utt_duration=1223 frames, utt_pad_proportion=0.0633, over 4794.24 utterances.], batch size: 22, lr: 2.55e-04
2022-11-24 10:13:39,656 INFO [train.py:818] (0/4) Epoch 22, batch 3850, loss[loss=0.05787, over 7313.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00887, over 18.00 utterances.], tot_loss[loss=0.07518, over 1464192.63 frames. utt_duration=1245 frames, utt_pad_proportion=0.05822, over 4708.44 utterances.], batch size: 18, lr: 2.55e-04
2022-11-24 10:14:15,743 INFO [train.py:818] (0/4) Epoch 22, batch 3900, loss[loss=0.06657, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005749, over 21.00 utterances.], tot_loss[loss=0.07588, over 1464457.20 frames. utt_duration=1251 frames, utt_pad_proportion=0.05623, over 4690.03 utterances.], batch size: 21, lr: 2.55e-04
2022-11-24 10:14:52,437 INFO [train.py:818] (0/4) Epoch 22, batch 3950, loss[loss=0.06176, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006171, over 20.00 utterances.], tot_loss[loss=0.0763, over 1464751.30 frames. utt_duration=1242 frames, utt_pad_proportion=0.06012, over 4723.22 utterances.], batch size: 20, lr: 2.55e-04
2022-11-24 10:15:27,863 INFO [train.py:818] (0/4) Epoch 22, batch 4000, loss[loss=0.08185, over 7485.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.0252, over 26.00 utterances.], tot_loss[loss=0.07528, over 1465199.57 frames. utt_duration=1261 frames, utt_pad_proportion=0.05268, over 4654.54 utterances.], batch size: 26, lr: 2.55e-04
2022-11-24 10:16:04,789 INFO [train.py:818] (0/4) Epoch 22, batch 4050, loss[loss=0.07507, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005382, over 19.00 utterances.], tot_loss[loss=0.07508, over 1465481.21 frames. utt_duration=1276 frames, utt_pad_proportion=0.0501, over 4600.00 utterances.], batch size: 19, lr: 2.54e-04
2022-11-24 10:16:41,924 INFO [train.py:818] (0/4) Epoch 22, batch 4100, loss[loss=0.05009, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005791, over 21.00 utterances.], tot_loss[loss=0.07487, over 1465807.02 frames. utt_duration=1268 frames, utt_pad_proportion=0.05066, over 4629.03 utterances.], batch size: 21, lr: 2.54e-04
2022-11-24 10:17:19,259 INFO [train.py:818] (0/4) Epoch 22, batch 4150, loss[loss=0.1533, over 7426.00 frames. utt_duration=414 frames, utt_pad_proportion=0.3532, over 72.00 utterances.], tot_loss[loss=0.07659, over 1465132.92 frames. utt_duration=1233 frames, utt_pad_proportion=0.06325, over 4759.82 utterances.], batch size: 72, lr: 2.54e-04
2022-11-24 10:17:54,677 INFO [train.py:818] (0/4) Epoch 22, batch 4200, loss[loss=0.09917, over 7385.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006384, over 20.00 utterances.], tot_loss[loss=0.07675, over 1464577.56 frames. utt_duration=1257 frames, utt_pad_proportion=0.05696, over 4665.24 utterances.], batch size: 20, lr: 2.54e-04
2022-11-24 10:18:32,173 INFO [train.py:818] (0/4) Epoch 22, batch 4250, loss[loss=0.08296, over 7325.00 frames. utt_duration=1630 frames, utt_pad_proportion=0.006974, over 18.00 utterances.], tot_loss[loss=0.08005, over 1466797.27 frames. utt_duration=1237 frames, utt_pad_proportion=0.06526, over 4747.00 utterances.], batch size: 18, lr: 2.54e-04
2022-11-24 10:19:08,797 INFO [train.py:818] (0/4) Epoch 22, batch 4300, loss[loss=0.05995, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.005212, over 19.00 utterances.], tot_loss[loss=0.08084, over 1465978.83 frames. utt_duration=1256 frames, utt_pad_proportion=0.06135, over 4674.00 utterances.], batch size: 19, lr: 2.54e-04
2022-11-24 10:19:46,689 INFO [train.py:818] (0/4) Epoch 22, batch 4350, loss[loss=0.09686, over 7444.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.008022, over 18.00 utterances.], tot_loss[loss=0.08302, over 1467039.99 frames. utt_duration=1249 frames, utt_pad_proportion=0.06136, over 4704.78 utterances.], batch size: 18, lr: 2.54e-04
2022-11-24 10:20:23,201 INFO [train.py:818] (0/4) Epoch 22, batch 4400, loss[loss=0.1686, over 7223.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02304, over 25.00 utterances.], tot_loss[loss=0.0846, over 1466033.10 frames. utt_duration=1248 frames, utt_pad_proportion=0.05813, over 4706.24 utterances.], batch size: 25, lr: 2.54e-04
2022-11-24 10:20:59,108 INFO [train.py:818] (0/4) Epoch 22, batch 4450, loss[loss=0.1035, over 7356.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.008116, over 23.00 utterances.], tot_loss[loss=0.08529, over 1465161.56 frames. utt_duration=1263 frames, utt_pad_proportion=0.05406, over 4644.28 utterances.], batch size: 23, lr: 2.54e-04
2022-11-24 10:21:36,827 INFO [train.py:818] (0/4) Epoch 22, batch 4500, loss[loss=0.07429, over 7312.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.02771, over 27.00 utterances.], tot_loss[loss=0.08617, over 1465101.12 frames. utt_duration=1249 frames, utt_pad_proportion=0.05887, over 4698.88 utterances.], batch size: 27, lr: 2.54e-04
2022-11-24 10:22:12,914 INFO [train.py:818] (0/4) Epoch 22, batch 4550, loss[loss=0.07097, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009533, over 17.00 utterances.], tot_loss[loss=0.08747, over 1464802.22 frames. utt_duration=1266 frames, utt_pad_proportion=0.05395, over 4633.64 utterances.], batch size: 17, lr: 2.54e-04
2022-11-24 10:22:48,893 INFO [train.py:818] (0/4) Epoch 22, batch 4600, loss[loss=0.1249, over 7465.00 frames. utt_duration=767.2 frames, utt_pad_proportion=0.1282, over 39.00 utterances.], tot_loss[loss=0.08853, over 1464729.41 frames. utt_duration=1261 frames, utt_pad_proportion=0.05277, over 4651.92 utterances.], batch size: 39, lr: 2.54e-04
2022-11-24 10:23:26,909 INFO [train.py:818] (0/4) Epoch 22, batch 4650, loss[loss=0.09483, over 7168.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009526, over 22.00 utterances.], tot_loss[loss=0.0898, over 1465317.16 frames. utt_duration=1254 frames, utt_pad_proportion=0.05547, over 4681.19 utterances.], batch size: 22, lr: 2.54e-04
2022-11-24 10:24:03,532 INFO [train.py:818] (0/4) Epoch 22, batch 4700, loss[loss=0.1074, over 7357.00 frames. utt_duration=775.8 frames, utt_pad_proportion=0.1194, over 38.00 utterances.], tot_loss[loss=0.08954, over 1465064.16 frames. utt_duration=1243 frames, utt_pad_proportion=0.05805, over 4719.48 utterances.], batch size: 38, lr: 2.54e-04
2022-11-24 10:24:39,807 INFO [train.py:818] (0/4) Epoch 22, batch 4750, loss[loss=0.06384, over 7104.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005454, over 18.00 utterances.], tot_loss[loss=0.08947, over 1464959.27 frames. utt_duration=1261 frames, utt_pad_proportion=0.05135, over 4653.42 utterances.], batch size: 18, lr: 2.54e-04
2022-11-24 10:25:17,472 INFO [train.py:818] (0/4) Epoch 22, batch 4800, loss[loss=0.07657, over 7304.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.007061, over 22.00 utterances.], tot_loss[loss=0.08984, over 1464304.47 frames. utt_duration=1270 frames, utt_pad_proportion=0.05094, over 4618.19 utterances.], batch size: 22, lr: 2.54e-04
2022-11-24 10:25:55,117 INFO [train.py:818] (0/4) Epoch 22, batch 4850, loss[loss=0.08853, over 7293.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006498, over 19.00 utterances.], tot_loss[loss=0.08991, over 1464747.93 frames. utt_duration=1256 frames, utt_pad_proportion=0.05675, over 4671.67 utterances.], batch size: 19, lr: 2.54e-04
2022-11-24 10:26:31,767 INFO [train.py:818] (0/4) Epoch 22, batch 4900, loss[loss=0.09558, over 7459.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.008204, over 17.00 utterances.], tot_loss[loss=0.09006, over 1465392.65 frames. utt_duration=1269 frames, utt_pad_proportion=0.05283, over 4623.18 utterances.], batch size: 17, lr: 2.54e-04
2022-11-24 10:27:10,423 INFO [train.py:818] (0/4) Epoch 22, batch 4950, loss[loss=0.1026, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005654, over 21.00 utterances.], tot_loss[loss=0.09115, over 1464692.64 frames. utt_duration=1245 frames, utt_pad_proportion=0.05637, over 4711.64 utterances.], batch size: 21, lr: 2.54e-04
2022-11-24 10:27:45,596 INFO [train.py:818] (0/4) Epoch 22, batch 5000, loss[loss=0.09605, over 7222.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01663, over 24.00 utterances.], tot_loss[loss=0.09169, over 1464891.86 frames. utt_duration=1251 frames, utt_pad_proportion=0.05384, over 4691.31 utterances.], batch size: 24, lr: 2.54e-04
2022-11-24 10:28:21,313 INFO [train.py:818] (0/4) Epoch 22, batch 5050, loss[loss=0.1612, over 7442.00 frames. utt_duration=409.3 frames, utt_pad_proportion=0.3504, over 73.00 utterances.], tot_loss[loss=0.09158, over 1466887.12 frames. utt_duration=1246 frames, utt_pad_proportion=0.05648, over 4715.51 utterances.], batch size: 73, lr: 2.54e-04
2022-11-24 10:28:57,554 INFO [train.py:818] (0/4) Epoch 22, batch 5100, loss[loss=0.1117, over 7267.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03898, over 27.00 utterances.], tot_loss[loss=0.09261, over 1466677.54 frames. utt_duration=1247 frames, utt_pad_proportion=0.05518, over 4709.25 utterances.], batch size: 27, lr: 2.54e-04
2022-11-24 10:29:34,840 INFO [train.py:818] (0/4) Epoch 22, batch 5150, loss[loss=0.06182, over 7319.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.007958, over 17.00 utterances.], tot_loss[loss=0.09259, over 1466279.35 frames. utt_duration=1268 frames, utt_pad_proportion=0.05167, over 4630.64 utterances.], batch size: 17, lr: 2.54e-04
2022-11-24 10:30:13,551 INFO [train.py:818] (0/4) Epoch 22, batch 5200, loss[loss=0.1475, over 7416.00 frames. utt_duration=437.8 frames, utt_pad_proportion=0.3084, over 68.00 utterances.], tot_loss[loss=0.09308, over 1465591.57 frames. utt_duration=1254 frames, utt_pad_proportion=0.05592, over 4681.98 utterances.], batch size: 68, lr: 2.54e-04
2022-11-24 10:30:35,088 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-192000.pt
2022-11-24 10:31:00,910 INFO [train.py:818] (0/4) Epoch 22, batch 5250, loss[loss=0.09997, over 7201.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.005897, over 20.00 utterances.], tot_loss[loss=0.09273, over 1465222.67 frames. utt_duration=1269 frames, utt_pad_proportion=0.05587, over 4625.47 utterances.], batch size: 20, lr: 2.54e-04
2022-11-24 10:31:36,202 INFO [train.py:818] (0/4) Epoch 22, batch 5300, loss[loss=0.08499, over 7308.00 frames. utt_duration=1720 frames, utt_pad_proportion=0.009652, over 17.00 utterances.], tot_loss[loss=0.09236, over 1465169.68 frames. utt_duration=1286 frames, utt_pad_proportion=0.04798, over 4561.02 utterances.], batch size: 17, lr: 2.54e-04
2022-11-24 10:32:14,261 INFO [train.py:818] (0/4) Epoch 22, batch 5350, loss[loss=0.06728, over 7299.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.008009, over 18.00 utterances.], tot_loss[loss=0.09369, over 1465156.61 frames. utt_duration=1240 frames, utt_pad_proportion=0.06415, over 4733.42 utterances.], batch size: 18, lr: 2.54e-04
2022-11-24 10:32:50,424 INFO [train.py:818] (0/4) Epoch 22, batch 5400, loss[loss=0.08236, over 7260.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.0407, over 27.00 utterances.], tot_loss[loss=0.09202, over 1465762.40 frames. utt_duration=1243 frames, utt_pad_proportion=0.06175, over 4721.23 utterances.], batch size: 27, lr: 2.54e-04
2022-11-24 10:33:27,556 INFO [train.py:818] (0/4) Epoch 22, batch 5450, loss[loss=0.07043, over 7476.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006076, over 20.00 utterances.], tot_loss[loss=0.09226, over 1465426.97 frames. utt_duration=1238 frames, utt_pad_proportion=0.06595, over 4741.96 utterances.], batch size: 20, lr: 2.54e-04
2022-11-24 10:34:06,279 INFO [train.py:818] (0/4) Epoch 22, batch 5500, loss[loss=0.0615, over 7308.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006382, over 22.00 utterances.], tot_loss[loss=0.093, over 1464717.81 frames. utt_duration=1213 frames, utt_pad_proportion=0.07414, over 4837.74 utterances.], batch size: 22, lr: 2.54e-04
2022-11-24 10:34:43,688 INFO [train.py:818] (0/4) Epoch 22, batch 5550, loss[loss=0.07831, over 7186.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.008513, over 18.00 utterances.], tot_loss[loss=0.09359, over 1463901.15 frames. utt_duration=1233 frames, utt_pad_proportion=0.06468, over 4754.54 utterances.], batch size: 18, lr: 2.53e-04
2022-11-24 10:35:19,803 INFO [train.py:818] (0/4) Epoch 22, batch 5600, loss[loss=0.0622, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005276, over 20.00 utterances.], tot_loss[loss=0.09185, over 1464045.50 frames. utt_duration=1242 frames, utt_pad_proportion=0.06311, over 4719.66 utterances.], batch size: 20, lr: 2.53e-04
2022-11-24 10:35:58,994 INFO [train.py:818] (0/4) Epoch 22, batch 5650, loss[loss=0.1212, over 7439.00 frames. utt_duration=432.9 frames, utt_pad_proportion=0.3215, over 69.00 utterances.], tot_loss[loss=0.09074, over 1464244.03 frames. utt_duration=1259 frames, utt_pad_proportion=0.0575, over 4656.65 utterances.], batch size: 69, lr: 2.53e-04
2022-11-24 10:36:34,786 INFO [train.py:818] (0/4) Epoch 22, batch 5700, loss[loss=0.08673, over 7214.00 frames. utt_duration=1604 frames, utt_pad_proportion=0.005032, over 18.00 utterances.], tot_loss[loss=0.09095, over 1464246.70 frames. utt_duration=1255 frames, utt_pad_proportion=0.05896, over 4674.35 utterances.], batch size: 18, lr: 2.53e-04
2022-11-24 10:37:13,888 INFO [train.py:818] (0/4) Epoch 22, batch 5750, loss[loss=0.05754, over 7144.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.01158, over 17.00 utterances.], tot_loss[loss=0.09012, over 1463154.05 frames. utt_duration=1274 frames, utt_pad_proportion=0.05181, over 4597.52 utterances.], batch size: 17, lr: 2.53e-04
2022-11-24 10:37:51,195 INFO [train.py:818] (0/4) Epoch 22, batch 5800, loss[loss=0.07668, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004955, over 21.00 utterances.], tot_loss[loss=0.09034, over 1464289.38 frames. utt_duration=1263 frames, utt_pad_proportion=0.05368, over 4644.00 utterances.], batch size: 21, lr: 2.53e-04
2022-11-24 10:38:27,852 INFO [train.py:818] (0/4) Epoch 22, batch 5850, loss[loss=0.05953, over 7388.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.00501, over 20.00 utterances.], tot_loss[loss=0.09061, over 1464927.13 frames. utt_duration=1260 frames, utt_pad_proportion=0.05369, over 4655.10 utterances.], batch size: 20, lr: 2.53e-04
2022-11-24 10:39:05,668 INFO [train.py:818] (0/4) Epoch 22, batch 5900, loss[loss=0.1148, over 7259.00 frames. utt_duration=1077 frames, utt_pad_proportion=0.03965, over 27.00 utterances.], tot_loss[loss=0.09087, over 1464994.28 frames. utt_duration=1276 frames, utt_pad_proportion=0.04832, over 4599.10 utterances.], batch size: 27, lr: 2.53e-04
2022-11-24 10:39:42,060 INFO [train.py:818] (0/4) Epoch 22, batch 5950, loss[loss=0.09584, over 7417.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006857, over 22.00 utterances.], tot_loss[loss=0.09169, over 1466103.92 frames. utt_duration=1275 frames, utt_pad_proportion=0.04846, over 4604.13 utterances.], batch size: 22, lr: 2.53e-04
2022-11-24 10:40:18,743 INFO [train.py:818] (0/4) Epoch 22, batch 6000, loss[loss=0.1233, over 7456.00 frames. utt_duration=410.3 frames, utt_pad_proportion=0.36, over 73.00 utterances.], tot_loss[loss=0.09122, over 1466299.34 frames. utt_duration=1261 frames, utt_pad_proportion=0.05259, over 4657.30 utterances.], batch size: 73, lr: 2.53e-04
2022-11-24 10:40:18,744 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 10:40:38,916 INFO [train.py:847] (0/4) Epoch 22, validation: loss=0.04638, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 10:41:15,829 INFO [train.py:818] (0/4) Epoch 22, batch 6050, loss[loss=0.06798, over 7287.00 frames. utt_duration=1326 frames, utt_pad_proportion=0.009437, over 22.00 utterances.], tot_loss[loss=0.09012, over 1465575.95 frames. utt_duration=1252 frames, utt_pad_proportion=0.05698, over 4686.63 utterances.], batch size: 22, lr: 2.53e-04
2022-11-24 10:41:52,586 INFO [train.py:818] (0/4) Epoch 22, batch 6100, loss[loss=0.06414, over 7311.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00766, over 18.00 utterances.], tot_loss[loss=0.08926, over 1465134.42 frames. utt_duration=1268 frames, utt_pad_proportion=0.0539, over 4627.66 utterances.], batch size: 18, lr: 2.53e-04
2022-11-24 10:42:30,088 INFO [train.py:818] (0/4) Epoch 22, batch 6150, loss[loss=0.1055, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004981, over 21.00 utterances.], tot_loss[loss=0.09039, over 1466542.04 frames. utt_duration=1277 frames, utt_pad_proportion=0.05188, over 4597.32 utterances.], batch size: 21, lr: 2.53e-04
2022-11-24 10:43:07,056 INFO [train.py:818] (0/4) Epoch 22, batch 6200, loss[loss=0.1156, over 7327.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.01155, over 23.00 utterances.], tot_loss[loss=0.09059, over 1466421.34 frames. utt_duration=1281 frames, utt_pad_proportion=0.05141, over 4582.74 utterances.], batch size: 23, lr: 2.53e-04
2022-11-24 10:43:43,891 INFO [train.py:818] (0/4) Epoch 22, batch 6250, loss[loss=0.08548, over 7382.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006956, over 20.00 utterances.], tot_loss[loss=0.08927, over 1465637.95 frames. utt_duration=1287 frames, utt_pad_proportion=0.04839, over 4560.45 utterances.], batch size: 20, lr: 2.53e-04
2022-11-24 10:44:21,407 INFO [train.py:818] (0/4) Epoch 22, batch 6300, loss[loss=0.0824, over 7482.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005939, over 20.00 utterances.], tot_loss[loss=0.08998, over 1465950.99 frames. utt_duration=1272 frames, utt_pad_proportion=0.05291, over 4615.25 utterances.], batch size: 20, lr: 2.53e-04
2022-11-24 10:44:57,514 INFO [train.py:818] (0/4) Epoch 22, batch 6350, loss[loss=0.0841, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.006487, over 17.00 utterances.], tot_loss[loss=0.09098, over 1465466.96 frames. utt_duration=1279 frames, utt_pad_proportion=0.0476, over 4589.36 utterances.], batch size: 17, lr: 2.53e-04
2022-11-24 10:45:35,874 INFO [train.py:818] (0/4) Epoch 22, batch 6400, loss[loss=0.0777, over 7359.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.006775, over 23.00 utterances.], tot_loss[loss=0.09108, over 1465483.15 frames. utt_duration=1264 frames, utt_pad_proportion=0.05156, over 4642.89 utterances.], batch size: 23, lr: 2.53e-04
2022-11-24 10:46:12,959 INFO [train.py:818] (0/4) Epoch 22, batch 6450, loss[loss=0.1154, over 7247.00 frames. utt_duration=967.6 frames, utt_pad_proportion=0.05964, over 30.00 utterances.], tot_loss[loss=0.0917, over 1465299.61 frames. utt_duration=1232 frames, utt_pad_proportion=0.0653, over 4761.59 utterances.], batch size: 30, lr: 2.53e-04
2022-11-24 10:46:49,221 INFO [train.py:818] (0/4) Epoch 22, batch 6500, loss[loss=0.09175, over 7384.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004176, over 21.00 utterances.], tot_loss[loss=0.09205, over 1465455.88 frames. utt_duration=1239 frames, utt_pad_proportion=0.06233, over 4738.29 utterances.], batch size: 21, lr: 2.53e-04
2022-11-24 10:47:28,377 INFO [train.py:818] (0/4) Epoch 22, batch 6550, loss[loss=0.07643, over 7218.00 frames. utt_duration=1156 frames, utt_pad_proportion=0.0175, over 25.00 utterances.], tot_loss[loss=0.09338, over 1465685.97 frames. utt_duration=1221 frames, utt_pad_proportion=0.06742, over 4806.14 utterances.], batch size: 25, lr: 2.53e-04
2022-11-24 10:48:04,908 INFO [train.py:818] (0/4) Epoch 22, batch 6600, loss[loss=0.0689, over 7247.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.02792, over 16.00 utterances.], tot_loss[loss=0.09324, over 1465252.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.0628, over 4794.38 utterances.], batch size: 16, lr: 2.53e-04
2022-11-24 10:48:42,106 INFO [train.py:818] (0/4) Epoch 22, batch 6650, loss[loss=0.07292, over 7175.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007223, over 17.00 utterances.], tot_loss[loss=0.09224, over 1464407.39 frames. utt_duration=1226 frames, utt_pad_proportion=0.06365, over 4783.59 utterances.], batch size: 17, lr: 2.53e-04
2022-11-24 10:49:19,555 INFO [train.py:818] (0/4) Epoch 22, batch 6700, loss[loss=0.05365, over 7187.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006901, over 18.00 utterances.], tot_loss[loss=0.09322, over 1464561.70 frames. utt_duration=1222 frames, utt_pad_proportion=0.06354, over 4799.30 utterances.], batch size: 18, lr: 2.53e-04
2022-11-24 10:49:55,945 INFO [train.py:818] (0/4) Epoch 22, batch 6750, loss[loss=0.1429, over 7196.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.00645, over 19.00 utterances.], tot_loss[loss=0.09421, over 1464787.46 frames. utt_duration=1234 frames, utt_pad_proportion=0.05774, over 4754.25 utterances.], batch size: 19, lr: 2.53e-04
2022-11-24 10:50:33,678 INFO [train.py:818] (0/4) Epoch 22, batch 6800, loss[loss=0.0901, over 7302.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004935, over 20.00 utterances.], tot_loss[loss=0.09343, over 1465354.28 frames. utt_duration=1198 frames, utt_pad_proportion=0.06881, over 4900.33 utterances.], batch size: 20, lr: 2.53e-04
2022-11-24 10:51:11,008 INFO [train.py:818] (0/4) Epoch 22, batch 6850, loss[loss=0.09626, over 7325.00 frames. utt_duration=772.5 frames, utt_pad_proportion=0.1201, over 38.00 utterances.], tot_loss[loss=0.09347, over 1466033.79 frames. utt_duration=1185 frames, utt_pad_proportion=0.07354, over 4953.60 utterances.], batch size: 38, lr: 2.53e-04
2022-11-24 10:51:47,320 INFO [train.py:818] (0/4) Epoch 22, batch 6900, loss[loss=0.07428, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007124, over 22.00 utterances.], tot_loss[loss=0.09288, over 1465559.79 frames. utt_duration=1180 frames, utt_pad_proportion=0.07416, over 4973.24 utterances.], batch size: 22, lr: 2.53e-04
2022-11-24 10:52:25,400 INFO [train.py:818] (0/4) Epoch 22, batch 6950, loss[loss=0.07239, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006154, over 21.00 utterances.], tot_loss[loss=0.09242, over 1465927.10 frames. utt_duration=1185 frames, utt_pad_proportion=0.0739, over 4955.78 utterances.], batch size: 21, lr: 2.53e-04
2022-11-24 10:53:01,625 INFO [train.py:818] (0/4) Epoch 22, batch 7000, loss[loss=0.0591, over 7455.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006391, over 18.00 utterances.], tot_loss[loss=0.09202, over 1465927.69 frames. utt_duration=1201 frames, utt_pad_proportion=0.07051, over 4887.16 utterances.], batch size: 18, lr: 2.53e-04
2022-11-24 10:53:38,851 INFO [train.py:818] (0/4) Epoch 22, batch 7050, loss[loss=0.06925, over 7388.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005313, over 20.00 utterances.], tot_loss[loss=0.09369, over 1466433.65 frames. utt_duration=1211 frames, utt_pad_proportion=0.06795, over 4850.44 utterances.], batch size: 20, lr: 2.53e-04
2022-11-24 10:54:17,035 INFO [train.py:818] (0/4) Epoch 22, batch 7100, loss[loss=0.07335, over 7180.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006975, over 21.00 utterances.], tot_loss[loss=0.09404, over 1466532.75 frames. utt_duration=1211 frames, utt_pad_proportion=0.07019, over 4848.63 utterances.], batch size: 21, lr: 2.52e-04
2022-11-24 10:54:53,617 INFO [train.py:818] (0/4) Epoch 22, batch 7150, loss[loss=0.07815, over 7435.00 frames. utt_duration=960.8 frames, utt_pad_proportion=0.06899, over 31.00 utterances.], tot_loss[loss=0.09254, over 1465765.97 frames. utt_duration=1226 frames, utt_pad_proportion=0.06842, over 4788.27 utterances.], batch size: 31, lr: 2.52e-04
2022-11-24 10:55:30,042 INFO [train.py:818] (0/4) Epoch 22, batch 7200, loss[loss=0.1028, over 7478.00 frames. utt_duration=1152 frames, utt_pad_proportion=0.02535, over 26.00 utterances.], tot_loss[loss=0.09223, over 1466250.44 frames. utt_duration=1246 frames, utt_pad_proportion=0.05949, over 4711.70 utterances.], batch size: 26, lr: 2.52e-04
2022-11-24 10:56:08,817 INFO [train.py:818] (0/4) Epoch 22, batch 7250, loss[loss=0.08349, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004818, over 21.00 utterances.], tot_loss[loss=0.09212, over 1468105.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06173, over 4746.79 utterances.], batch size: 21, lr: 2.52e-04
2022-11-24 10:56:45,407 INFO [train.py:818] (0/4) Epoch 22, batch 7300, loss[loss=0.08213, over 7454.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006757, over 18.00 utterances.], tot_loss[loss=0.09113, over 1467999.36 frames. utt_duration=1249 frames, utt_pad_proportion=0.05876, over 4707.63 utterances.], batch size: 18, lr: 2.52e-04
2022-11-24 10:57:22,980 INFO [train.py:818] (0/4) Epoch 22, batch 7350, loss[loss=0.1019, over 7398.00 frames. utt_duration=406.9 frames, utt_pad_proportion=0.3458, over 73.00 utterances.], tot_loss[loss=0.09023, over 1466772.41 frames. utt_duration=1239 frames, utt_pad_proportion=0.06311, over 4742.73 utterances.], batch size: 73, lr: 2.52e-04
2022-11-24 10:58:00,569 INFO [train.py:818] (0/4) Epoch 22, batch 7400, loss[loss=0.0517, over 7301.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009623, over 17.00 utterances.], tot_loss[loss=0.09051, over 1466033.69 frames. utt_duration=1204 frames, utt_pad_proportion=0.07557, over 4876.69 utterances.], batch size: 17, lr: 2.52e-04
2022-11-24 10:58:36,974 INFO [train.py:818] (0/4) Epoch 22, batch 7450, loss[loss=0.1213, over 7478.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.0135, over 24.00 utterances.], tot_loss[loss=0.09213, over 1467448.61 frames. utt_duration=1191 frames, utt_pad_proportion=0.07764, over 4936.40 utterances.], batch size: 24, lr: 2.52e-04
2022-11-24 10:59:14,911 INFO [train.py:818] (0/4) Epoch 22, batch 7500, loss[loss=0.07264, over 7288.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006199, over 21.00 utterances.], tot_loss[loss=0.0906, over 1466359.97 frames. utt_duration=1217 frames, utt_pad_proportion=0.06761, over 4827.20 utterances.], batch size: 21, lr: 2.52e-04
2022-11-24 10:59:50,810 INFO [train.py:818] (0/4) Epoch 22, batch 7550, loss[loss=0.0758, over 7306.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006013, over 22.00 utterances.], tot_loss[loss=0.09155, over 1465828.59 frames. utt_duration=1233 frames, utt_pad_proportion=0.06384, over 4760.11 utterances.], batch size: 22, lr: 2.52e-04
2022-11-24 11:00:27,621 INFO [train.py:818] (0/4) Epoch 22, batch 7600, loss[loss=0.1077, over 7390.00 frames. utt_duration=406.4 frames, utt_pad_proportion=0.3641, over 73.00 utterances.], tot_loss[loss=0.09106, over 1465872.90 frames. utt_duration=1229 frames, utt_pad_proportion=0.06372, over 4777.87 utterances.], batch size: 73, lr: 2.52e-04
2022-11-24 11:01:05,602 INFO [train.py:818] (0/4) Epoch 22, batch 7650, loss[loss=0.08599, over 7380.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006888, over 20.00 utterances.], tot_loss[loss=0.09188, over 1465900.62 frames. utt_duration=1228 frames, utt_pad_proportion=0.06294, over 4779.43 utterances.], batch size: 20, lr: 2.52e-04
2022-11-24 11:01:43,000 INFO [train.py:818] (0/4) Epoch 22, batch 7700, loss[loss=0.06763, over 7380.00 frames. utt_duration=1478 frames, utt_pad_proportion=0.006321, over 20.00 utterances.], tot_loss[loss=0.09209, over 1465475.56 frames. utt_duration=1206 frames, utt_pad_proportion=0.0717, over 4866.65 utterances.], batch size: 20, lr: 2.52e-04
2022-11-24 11:02:21,560 INFO [train.py:818] (0/4) Epoch 22, batch 7750, loss[loss=0.06502, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.006301, over 17.00 utterances.], tot_loss[loss=0.09101, over 1465714.64 frames. utt_duration=1215 frames, utt_pad_proportion=0.06691, over 4831.22 utterances.], batch size: 17, lr: 2.52e-04
2022-11-24 11:02:58,686 INFO [train.py:818] (0/4) Epoch 22, batch 7800, loss[loss=0.07627, over 7252.00 frames. utt_duration=968.7 frames, utt_pad_proportion=0.06137, over 30.00 utterances.], tot_loss[loss=0.0908, over 1465104.54 frames. utt_duration=1226 frames, utt_pad_proportion=0.06156, over 4787.31 utterances.], batch size: 30, lr: 2.52e-04
2022-11-24 11:03:35,931 INFO [train.py:818] (0/4) Epoch 22, batch 7850, loss[loss=0.1039, over 7464.00 frames. utt_duration=767.1 frames, utt_pad_proportion=0.1283, over 39.00 utterances.], tot_loss[loss=0.0911, over 1465932.92 frames. utt_duration=1223 frames, utt_pad_proportion=0.06511, over 4801.78 utterances.], batch size: 39, lr: 2.52e-04
2022-11-24 11:04:15,293 INFO [train.py:818] (0/4) Epoch 22, batch 7900, loss[loss=0.08836, over 7197.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.004903, over 20.00 utterances.], tot_loss[loss=0.09094, over 1466546.00 frames. utt_duration=1201 frames, utt_pad_proportion=0.0729, over 4891.13 utterances.], batch size: 20, lr: 2.52e-04
2022-11-24 11:04:51,859 INFO [train.py:818] (0/4) Epoch 22, batch 7950, loss[loss=0.08083, over 7455.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01114, over 17.00 utterances.], tot_loss[loss=0.08958, over 1466305.60 frames. utt_duration=1204 frames, utt_pad_proportion=0.07411, over 4876.03 utterances.], batch size: 17, lr: 2.52e-04
2022-11-24 11:05:28,046 INFO [train.py:818] (0/4) Epoch 22, batch 8000, loss[loss=0.091, over 7428.00 frames. utt_duration=763.5 frames, utt_pad_proportion=0.1314, over 39.00 utterances.], tot_loss[loss=0.09028, over 1465892.56 frames. utt_duration=1208 frames, utt_pad_proportion=0.07498, over 4858.69 utterances.], batch size: 39, lr: 2.52e-04
2022-11-24 11:06:07,612 INFO [train.py:818] (0/4) Epoch 22, batch 8050, loss[loss=0.08148, over 7351.00 frames. utt_duration=1280 frames, utt_pad_proportion=0.007752, over 23.00 utterances.], tot_loss[loss=0.08998, over 1465850.45 frames. utt_duration=1202 frames, utt_pad_proportion=0.07764, over 4884.61 utterances.], batch size: 23, lr: 2.52e-04
2022-11-24 11:06:43,512 INFO [train.py:818] (0/4) Epoch 22, batch 8100, loss[loss=0.1119, over 7170.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008497, over 17.00 utterances.], tot_loss[loss=0.09075, over 1466759.36 frames. utt_duration=1201 frames, utt_pad_proportion=0.07799, over 4892.17 utterances.], batch size: 17, lr: 2.52e-04
2022-11-24 11:07:20,471 INFO [train.py:818] (0/4) Epoch 22, batch 8150, loss[loss=0.07439, over 7388.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005044, over 21.00 utterances.], tot_loss[loss=0.09098, over 1467075.48 frames. utt_duration=1175 frames, utt_pad_proportion=0.08465, over 4999.02 utterances.], batch size: 21, lr: 2.52e-04
2022-11-24 11:07:58,602 INFO [train.py:818] (0/4) Epoch 22, batch 8200, loss[loss=0.1354, over 7413.00 frames. utt_duration=425.1 frames, utt_pad_proportion=0.3327, over 70.00 utterances.], tot_loss[loss=0.0912, over 1467129.04 frames. utt_duration=1154 frames, utt_pad_proportion=0.08953, over 5093.03 utterances.], batch size: 70, lr: 2.52e-04
2022-11-24 11:08:35,689 INFO [train.py:818] (0/4) Epoch 22, batch 8250, loss[loss=0.1008, over 7311.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.005436, over 22.00 utterances.], tot_loss[loss=0.0901, over 1466481.28 frames. utt_duration=1193 frames, utt_pad_proportion=0.07792, over 4924.85 utterances.], batch size: 22, lr: 2.52e-04
2022-11-24 11:09:12,325 INFO [train.py:818] (0/4) Epoch 22, batch 8300, loss[loss=0.09323, over 7311.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03324, over 27.00 utterances.], tot_loss[loss=0.0889, over 1465994.32 frames. utt_duration=1194 frames, utt_pad_proportion=0.07534, over 4918.29 utterances.], batch size: 27, lr: 2.52e-04
2022-11-24 11:09:50,015 INFO [train.py:818] (0/4) Epoch 22, batch 8350, loss[loss=0.07826, over 7340.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.0102, over 23.00 utterances.], tot_loss[loss=0.08815, over 1464732.05 frames. utt_duration=1228 frames, utt_pad_proportion=0.06715, over 4775.84 utterances.], batch size: 23, lr: 2.52e-04
2022-11-24 11:10:26,193 INFO [train.py:818] (0/4) Epoch 22, batch 8400, loss[loss=0.088, over 7245.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01404, over 24.00 utterances.], tot_loss[loss=0.08821, over 1464786.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.06454, over 4743.30 utterances.], batch size: 24, lr: 2.52e-04
2022-11-24 11:11:04,793 INFO [train.py:818] (0/4) Epoch 22, batch 8450, loss[loss=0.05043, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005572, over 19.00 utterances.], tot_loss[loss=0.08836, over 1464931.28 frames. utt_duration=1222 frames, utt_pad_proportion=0.06595, over 4800.35 utterances.], batch size: 19, lr: 2.52e-04
2022-11-24 11:11:40,928 INFO [train.py:818] (0/4) Epoch 22, batch 8500, loss[loss=0.09582, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00569, over 20.00 utterances.], tot_loss[loss=0.08891, over 1465469.10 frames. utt_duration=1227 frames, utt_pad_proportion=0.06313, over 4782.85 utterances.], batch size: 20, lr: 2.52e-04
2022-11-24 11:12:17,211 INFO [train.py:818] (0/4) Epoch 22, batch 8550, loss[loss=0.07599, over 7489.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.01017, over 23.00 utterances.], tot_loss[loss=0.08865, over 1465953.14 frames. utt_duration=1243 frames, utt_pad_proportion=0.05813, over 4723.28 utterances.], batch size: 23, lr: 2.52e-04
2022-11-24 11:12:55,774 INFO [train.py:818] (0/4) Epoch 22, batch 8600, loss[loss=0.07445, over 7228.00 frames. utt_duration=1808 frames, utt_pad_proportion=0.03085, over 16.00 utterances.], tot_loss[loss=0.08875, over 1466203.32 frames. utt_duration=1209 frames, utt_pad_proportion=0.0698, over 4858.66 utterances.], batch size: 16, lr: 2.52e-04
2022-11-24 11:13:32,231 INFO [train.py:818] (0/4) Epoch 22, batch 8650, loss[loss=0.08403, over 7187.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.006215, over 18.00 utterances.], tot_loss[loss=0.08945, over 1465754.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.06494, over 4796.27 utterances.], batch size: 18, lr: 2.51e-04
2022-11-24 11:14:08,303 INFO [train.py:818] (0/4) Epoch 22, batch 8700, loss[loss=0.1052, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006596, over 21.00 utterances.], tot_loss[loss=0.09004, over 1465089.08 frames. utt_duration=1211 frames, utt_pad_proportion=0.06769, over 4843.98 utterances.], batch size: 21, lr: 2.51e-04
2022-11-24 11:14:44,962 INFO [train.py:818] (0/4) Epoch 22, batch 8750, loss[loss=0.0625, over 7251.00 frames. utt_duration=968.2 frames, utt_pad_proportion=0.06451, over 30.00 utterances.], tot_loss[loss=0.09027, over 1465428.21 frames. utt_duration=1209 frames, utt_pad_proportion=0.06543, over 4853.01 utterances.], batch size: 30, lr: 2.51e-04
2022-11-24 11:15:21,074 INFO [train.py:818] (0/4) Epoch 22, batch 8800, loss[loss=0.07457, over 7141.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.00877, over 17.00 utterances.], tot_loss[loss=0.09179, over 1465910.92 frames. utt_duration=1165 frames, utt_pad_proportion=0.07864, over 5039.33 utterances.], batch size: 17, lr: 2.51e-04
2022-11-24 11:15:57,039 INFO [train.py:818] (0/4) Epoch 22, batch 8850, loss[loss=0.08333, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006583, over 19.00 utterances.], tot_loss[loss=0.09175, over 1466310.92 frames. utt_duration=1155 frames, utt_pad_proportion=0.08231, over 5086.79 utterances.], batch size: 19, lr: 2.51e-04
2022-11-24 11:16:35,267 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-22.pt
2022-11-24 11:16:59,654 INFO [train.py:818] (0/4) Epoch 23, batch 0, loss[loss=0.05592, over 7256.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.02827, over 16.00 utterances.], tot_loss[loss=0.05592, over 7256.00 frames. utt_duration=1815 frames, utt_pad_proportion=0.02827, over 16.00 utterances.], batch size: 16, lr: 2.46e-04
2022-11-24 11:17:35,686 INFO [train.py:818] (0/4) Epoch 23, batch 50, loss[loss=0.08208, over 7351.00 frames. utt_duration=755.2 frames, utt_pad_proportion=0.1408, over 39.00 utterances.], tot_loss[loss=0.07851, over 330499.17 frames. utt_duration=1214 frames, utt_pad_proportion=0.07907, over 1090.10 utterances.], batch size: 39, lr: 2.46e-04
2022-11-24 11:18:13,112 INFO [train.py:818] (0/4) Epoch 23, batch 100, loss[loss=0.07297, over 7334.00 frames. utt_duration=1277 frames, utt_pad_proportion=0.008608, over 23.00 utterances.], tot_loss[loss=0.07457, over 582304.85 frames. utt_duration=1289 frames, utt_pad_proportion=0.04797, over 1808.61 utterances.], batch size: 23, lr: 2.46e-04
2022-11-24 11:18:49,834 INFO [train.py:818] (0/4) Epoch 23, batch 150, loss[loss=0.07842, over 7182.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006186, over 21.00 utterances.], tot_loss[loss=0.07397, over 777985.95 frames. utt_duration=1294 frames, utt_pad_proportion=0.0439, over 2408.03 utterances.], batch size: 21, lr: 2.46e-04
2022-11-24 11:19:25,944 INFO [train.py:818] (0/4) Epoch 23, batch 200, loss[loss=0.08036, over 7385.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.007154, over 19.00 utterances.], tot_loss[loss=0.07458, over 930092.79 frames. utt_duration=1255 frames, utt_pad_proportion=0.0548, over 2967.09 utterances.], batch size: 19, lr: 2.46e-04
2022-11-24 11:20:03,077 INFO [train.py:818] (0/4) Epoch 23, batch 250, loss[loss=0.05713, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006948, over 19.00 utterances.], tot_loss[loss=0.07492, over 1047425.16 frames. utt_duration=1269 frames, utt_pad_proportion=0.05072, over 3306.26 utterances.], batch size: 19, lr: 2.46e-04
2022-11-24 11:20:38,975 INFO [train.py:818] (0/4) Epoch 23, batch 300, loss[loss=0.06084, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006583, over 19.00 utterances.], tot_loss[loss=0.0744, over 1140283.82 frames. utt_duration=1278 frames, utt_pad_proportion=0.04552, over 3574.45 utterances.], batch size: 19, lr: 2.46e-04
2022-11-24 11:21:14,349 INFO [train.py:818] (0/4) Epoch 23, batch 350, loss[loss=0.05692, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005051, over 21.00 utterances.], tot_loss[loss=0.0745, over 1213665.52 frames. utt_duration=1294 frames, utt_pad_proportion=0.04371, over 3754.86 utterances.], batch size: 21, lr: 2.46e-04
2022-11-24 11:21:53,121 INFO [train.py:818] (0/4) Epoch 23, batch 400, loss[loss=0.05399, over 7100.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005979, over 18.00 utterances.], tot_loss[loss=0.0736, over 1268873.39 frames. utt_duration=1269 frames, utt_pad_proportion=0.0567, over 4005.21 utterances.], batch size: 18, lr: 2.46e-04
2022-11-24 11:22:30,494 INFO [train.py:818] (0/4) Epoch 23, batch 450, loss[loss=0.05324, over 7383.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005919, over 21.00 utterances.], tot_loss[loss=0.07451, over 1312693.31 frames. utt_duration=1244 frames, utt_pad_proportion=0.06518, over 4226.42 utterances.], batch size: 21, lr: 2.46e-04
2022-11-24 11:23:06,684 INFO [train.py:818] (0/4) Epoch 23, batch 500, loss[loss=0.08057, over 7322.00 frames. utt_duration=1086 frames, utt_pad_proportion=0.03172, over 27.00 utterances.], tot_loss[loss=0.07481, over 1347230.96 frames. utt_duration=1219 frames, utt_pad_proportion=0.0689, over 4427.59 utterances.], batch size: 27, lr: 2.46e-04
2022-11-24 11:23:45,231 INFO [train.py:818] (0/4) Epoch 23, batch 550, loss[loss=0.07569, over 7427.00 frames. utt_duration=762.7 frames, utt_pad_proportion=0.1342, over 39.00 utterances.], tot_loss[loss=0.07361, over 1373547.34 frames. utt_duration=1234 frames, utt_pad_proportion=0.06692, over 4458.16 utterances.], batch size: 39, lr: 2.46e-04
2022-11-24 11:24:20,953 INFO [train.py:818] (0/4) Epoch 23, batch 600, loss[loss=0.07654, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005055, over 21.00 utterances.], tot_loss[loss=0.07519, over 1394942.86 frames. utt_duration=1228 frames, utt_pad_proportion=0.07056, over 4548.18 utterances.], batch size: 21, lr: 2.46e-04
2022-11-24 11:24:56,301 INFO [train.py:818] (0/4) Epoch 23, batch 650, loss[loss=0.06649, over 7382.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005384, over 21.00 utterances.], tot_loss[loss=0.07421, over 1410332.18 frames. utt_duration=1269 frames, utt_pad_proportion=0.05942, over 4452.08 utterances.], batch size: 21, lr: 2.46e-04
2022-11-24 11:25:34,807 INFO [train.py:818] (0/4) Epoch 23, batch 700, loss[loss=0.08923, over 7440.00 frames. utt_duration=961.5 frames, utt_pad_proportion=0.07007, over 31.00 utterances.], tot_loss[loss=0.07512, over 1422816.68 frames. utt_duration=1252 frames, utt_pad_proportion=0.06246, over 4551.26 utterances.], batch size: 31, lr: 2.46e-04
2022-11-24 11:26:10,707 INFO [train.py:818] (0/4) Epoch 23, batch 750, loss[loss=0.0867, over 7485.00 frames. utt_duration=1499 frames, utt_pad_proportion=0.005607, over 20.00 utterances.], tot_loss[loss=0.07414, over 1432934.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.06325, over 4610.05 utterances.], batch size: 20, lr: 2.45e-04
2022-11-24 11:26:46,326 INFO [train.py:818] (0/4) Epoch 23, batch 800, loss[loss=0.08955, over 7227.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02223, over 25.00 utterances.], tot_loss[loss=0.07294, over 1439641.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.05891, over 4566.36 utterances.], batch size: 25, lr: 2.45e-04
2022-11-24 11:27:23,763 INFO [train.py:818] (0/4) Epoch 23, batch 850, loss[loss=0.05323, over 7280.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006511, over 21.00 utterances.], tot_loss[loss=0.0719, over 1444927.08 frames. utt_duration=1256 frames, utt_pad_proportion=0.06055, over 4606.81 utterances.], batch size: 21, lr: 2.45e-04
2022-11-24 11:27:58,753 INFO [train.py:818] (0/4) Epoch 23, batch 900, loss[loss=0.056, over 7210.00 frames. utt_duration=1519 frames, utt_pad_proportion=0.004415, over 19.00 utterances.], tot_loss[loss=0.07193, over 1449839.32 frames. utt_duration=1278 frames, utt_pad_proportion=0.05487, over 4543.22 utterances.], batch size: 19, lr: 2.45e-04
2022-11-24 11:28:34,409 INFO [train.py:818] (0/4) Epoch 23, batch 950, loss[loss=0.05403, over 7310.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007428, over 18.00 utterances.], tot_loss[loss=0.07227, over 1453610.45 frames. utt_duration=1303 frames, utt_pad_proportion=0.04794, over 4467.14 utterances.], batch size: 18, lr: 2.45e-04
2022-11-24 11:29:11,870 INFO [train.py:818] (0/4) Epoch 23, batch 1000, loss[loss=0.09246, over 7223.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01706, over 24.00 utterances.], tot_loss[loss=0.07374, over 1456615.19 frames. utt_duration=1293 frames, utt_pad_proportion=0.05037, over 4510.58 utterances.], batch size: 24, lr: 2.45e-04
2022-11-24 11:29:47,457 INFO [train.py:818] (0/4) Epoch 23, batch 1050, loss[loss=0.06976, over 7192.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005318, over 21.00 utterances.], tot_loss[loss=0.074, over 1459456.16 frames. utt_duration=1294 frames, utt_pad_proportion=0.05184, over 4516.25 utterances.], batch size: 21, lr: 2.45e-04
2022-11-24 11:30:23,122 INFO [train.py:818] (0/4) Epoch 23, batch 1100, loss[loss=0.03502, over 7140.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.01199, over 17.00 utterances.], tot_loss[loss=0.07368, over 1459830.84 frames. utt_duration=1317 frames, utt_pad_proportion=0.04458, over 4439.72 utterances.], batch size: 17, lr: 2.45e-04
2022-11-24 11:31:00,671 INFO [train.py:818] (0/4) Epoch 23, batch 1150, loss[loss=0.09325, over 7375.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005254, over 21.00 utterances.], tot_loss[loss=0.0747, over 1462257.82 frames. utt_duration=1321 frames, utt_pad_proportion=0.03958, over 4432.22 utterances.], batch size: 21, lr: 2.45e-04
2022-11-24 11:31:37,072 INFO [train.py:818] (0/4) Epoch 23, batch 1200, loss[loss=0.08205, over 7296.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.01037, over 17.00 utterances.], tot_loss[loss=0.07594, over 1463467.49 frames. utt_duration=1263 frames, utt_pad_proportion=0.05621, over 4641.92 utterances.], batch size: 17, lr: 2.45e-04
2022-11-24 11:32:13,900 INFO [train.py:818] (0/4) Epoch 23, batch 1250, loss[loss=0.06306, over 7290.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006569, over 20.00 utterances.], tot_loss[loss=0.07551, over 1463833.39 frames. utt_duration=1262 frames, utt_pad_proportion=0.05635, over 4644.18 utterances.], batch size: 20, lr: 2.45e-04
2022-11-24 11:32:49,891 INFO [train.py:818] (0/4) Epoch 23, batch 1300, loss[loss=0.06617, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006264, over 19.00 utterances.], tot_loss[loss=0.07552, over 1462871.18 frames. utt_duration=1286 frames, utt_pad_proportion=0.04874, over 4556.55 utterances.], batch size: 19, lr: 2.45e-04
2022-11-24 11:33:25,809 INFO [train.py:818] (0/4) Epoch 23, batch 1350, loss[loss=0.09325, over 7211.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02426, over 25.00 utterances.], tot_loss[loss=0.0752, over 1462583.99 frames. utt_duration=1296 frames, utt_pad_proportion=0.04468, over 4519.55 utterances.], batch size: 25, lr: 2.45e-04
2022-11-24 11:34:02,837 INFO [train.py:818] (0/4) Epoch 23, batch 1400, loss[loss=0.04199, over 7161.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007513, over 17.00 utterances.], tot_loss[loss=0.07456, over 1463951.36 frames. utt_duration=1318 frames, utt_pad_proportion=0.03951, over 4449.44 utterances.], batch size: 17, lr: 2.45e-04
2022-11-24 11:34:39,191 INFO [train.py:818] (0/4) Epoch 23, batch 1450, loss[loss=0.07096, over 7413.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006226, over 22.00 utterances.], tot_loss[loss=0.07401, over 1464125.18 frames. utt_duration=1314 frames, utt_pad_proportion=0.04064, over 4461.95 utterances.], batch size: 22, lr: 2.45e-04
2022-11-24 11:35:14,956 INFO [train.py:818] (0/4) Epoch 23, batch 1500, loss[loss=0.082, over 7397.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005072, over 19.00 utterances.], tot_loss[loss=0.07364, over 1464602.97 frames. utt_duration=1289 frames, utt_pad_proportion=0.0469, over 4549.10 utterances.], batch size: 19, lr: 2.45e-04
2022-11-24 11:35:52,667 INFO [train.py:818] (0/4) Epoch 23, batch 1550, loss[loss=0.1043, over 7301.00 frames. utt_duration=1624 frames, utt_pad_proportion=0.01053, over 18.00 utterances.], tot_loss[loss=0.07457, over 1465592.46 frames. utt_duration=1267 frames, utt_pad_proportion=0.05602, over 4632.80 utterances.], batch size: 18, lr: 2.45e-04
2022-11-24 11:36:29,449 INFO [train.py:818] (0/4) Epoch 23, batch 1600, loss[loss=0.06297, over 7189.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.007172, over 20.00 utterances.], tot_loss[loss=0.07524, over 1465210.57 frames. utt_duration=1289 frames, utt_pad_proportion=0.04896, over 4553.28 utterances.], batch size: 20, lr: 2.45e-04
2022-11-24 11:37:04,562 INFO [train.py:818] (0/4) Epoch 23, batch 1650, loss[loss=0.09276, over 7229.00 frames. utt_duration=1158 frames, utt_pad_proportion=0.02073, over 25.00 utterances.], tot_loss[loss=0.07481, over 1464917.31 frames. utt_duration=1286 frames, utt_pad_proportion=0.04776, over 4563.38 utterances.], batch size: 25, lr: 2.45e-04
2022-11-24 11:37:41,451 INFO [train.py:818] (0/4) Epoch 23, batch 1700, loss[loss=0.06037, over 7411.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.006297, over 22.00 utterances.], tot_loss[loss=0.07551, over 1464007.43 frames. utt_duration=1286 frames, utt_pad_proportion=0.0463, over 4559.73 utterances.], batch size: 22, lr: 2.45e-04
2022-11-24 11:38:18,751 INFO [train.py:818] (0/4) Epoch 23, batch 1750, loss[loss=0.06267, over 7377.00 frames. utt_duration=777.9 frames, utt_pad_proportion=0.1171, over 38.00 utterances.], tot_loss[loss=0.0744, over 1464676.73 frames. utt_duration=1301 frames, utt_pad_proportion=0.04037, over 4507.52 utterances.], batch size: 38, lr: 2.45e-04
2022-11-24 11:38:54,206 INFO [train.py:818] (0/4) Epoch 23, batch 1800, loss[loss=0.068, over 7448.00 frames. utt_duration=1754 frames, utt_pad_proportion=0.0118, over 17.00 utterances.], tot_loss[loss=0.07427, over 1465075.99 frames. utt_duration=1304 frames, utt_pad_proportion=0.04202, over 4500.94 utterances.], batch size: 17, lr: 2.45e-04
2022-11-24 11:39:33,155 INFO [train.py:818] (0/4) Epoch 23, batch 1850, loss[loss=0.07081, over 7378.00 frames. utt_duration=758.3 frames, utt_pad_proportion=0.1314, over 39.00 utterances.], tot_loss[loss=0.07436, over 1465459.13 frames. utt_duration=1270 frames, utt_pad_proportion=0.0506, over 4620.45 utterances.], batch size: 39, lr: 2.45e-04
2022-11-24 11:40:09,107 INFO [train.py:818] (0/4) Epoch 23, batch 1900, loss[loss=0.08113, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005633, over 18.00 utterances.], tot_loss[loss=0.07517, over 1465157.91 frames. utt_duration=1277 frames, utt_pad_proportion=0.04723, over 4593.89 utterances.], batch size: 18, lr: 2.45e-04
2022-11-24 11:40:45,147 INFO [train.py:818] (0/4) Epoch 23, batch 1950, loss[loss=0.05079, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005839, over 20.00 utterances.], tot_loss[loss=0.07488, over 1465455.95 frames. utt_duration=1260 frames, utt_pad_proportion=0.05345, over 4657.20 utterances.], batch size: 20, lr: 2.45e-04
2022-11-24 11:41:23,058 INFO [train.py:818] (0/4) Epoch 23, batch 2000, loss[loss=0.08247, over 7286.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006165, over 20.00 utterances.], tot_loss[loss=0.07544, over 1466191.89 frames. utt_duration=1202 frames, utt_pad_proportion=0.07075, over 4886.27 utterances.], batch size: 20, lr: 2.45e-04
2022-11-24 11:41:59,672 INFO [train.py:818] (0/4) Epoch 23, batch 2050, loss[loss=0.07891, over 7153.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01088, over 17.00 utterances.], tot_loss[loss=0.07547, over 1465955.85 frames. utt_duration=1222 frames, utt_pad_proportion=0.06843, over 4805.13 utterances.], batch size: 17, lr: 2.45e-04
2022-11-24 11:42:36,343 INFO [train.py:818] (0/4) Epoch 23, batch 2100, loss[loss=0.07734, over 7458.00 frames. utt_duration=1149 frames, utt_pad_proportion=0.02478, over 26.00 utterances.], tot_loss[loss=0.07542, over 1466118.01 frames. utt_duration=1241 frames, utt_pad_proportion=0.06294, over 4730.25 utterances.], batch size: 26, lr: 2.45e-04
2022-11-24 11:43:14,797 INFO [train.py:818] (0/4) Epoch 23, batch 2150, loss[loss=0.06348, over 7394.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004741, over 20.00 utterances.], tot_loss[loss=0.07507, over 1466236.34 frames. utt_duration=1241 frames, utt_pad_proportion=0.06254, over 4733.33 utterances.], batch size: 20, lr: 2.45e-04
2022-11-24 11:43:50,457 INFO [train.py:818] (0/4) Epoch 23, batch 2200, loss[loss=0.09069, over 7153.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.006867, over 17.00 utterances.], tot_loss[loss=0.07532, over 1466356.91 frames. utt_duration=1249 frames, utt_pad_proportion=0.05943, over 4700.06 utterances.], batch size: 17, lr: 2.45e-04
2022-11-24 11:44:27,802 INFO [train.py:818] (0/4) Epoch 23, batch 2250, loss[loss=0.05851, over 7321.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.006508, over 18.00 utterances.], tot_loss[loss=0.07556, over 1466841.99 frames. utt_duration=1258 frames, utt_pad_proportion=0.05951, over 4669.86 utterances.], batch size: 18, lr: 2.45e-04
2022-11-24 11:45:03,871 INFO [train.py:818] (0/4) Epoch 23, batch 2300, loss[loss=0.06528, over 7431.00 frames. utt_duration=960.5 frames, utt_pad_proportion=0.07104, over 31.00 utterances.], tot_loss[loss=0.07494, over 1465803.43 frames. utt_duration=1279 frames, utt_pad_proportion=0.0544, over 4591.10 utterances.], batch size: 31, lr: 2.45e-04
2022-11-24 11:45:39,863 INFO [train.py:818] (0/4) Epoch 23, batch 2350, loss[loss=0.06988, over 7149.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01041, over 17.00 utterances.], tot_loss[loss=0.07519, over 1465781.69 frames. utt_duration=1274 frames, utt_pad_proportion=0.05461, over 4608.89 utterances.], batch size: 17, lr: 2.44e-04
2022-11-24 11:46:16,545 INFO [train.py:818] (0/4) Epoch 23, batch 2400, loss[loss=0.0781, over 7172.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008628, over 22.00 utterances.], tot_loss[loss=0.07502, over 1465773.70 frames. utt_duration=1271 frames, utt_pad_proportion=0.05231, over 4616.93 utterances.], batch size: 22, lr: 2.44e-04
2022-11-24 11:46:53,135 INFO [train.py:818] (0/4) Epoch 23, batch 2450, loss[loss=0.04893, over 7434.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007898, over 18.00 utterances.], tot_loss[loss=0.07498, over 1465895.19 frames. utt_duration=1301 frames, utt_pad_proportion=0.04543, over 4513.81 utterances.], batch size: 18, lr: 2.44e-04
2022-11-24 11:47:28,804 INFO [train.py:818] (0/4) Epoch 23, batch 2500, loss[loss=0.06809, over 7292.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.005552, over 20.00 utterances.], tot_loss[loss=0.07404, over 1465633.41 frames. utt_duration=1308 frames, utt_pad_proportion=0.04407, over 4487.07 utterances.], batch size: 20, lr: 2.44e-04
2022-11-24 11:48:06,995 INFO [train.py:818] (0/4) Epoch 23, batch 2550, loss[loss=0.05308, over 7179.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.005364, over 21.00 utterances.], tot_loss[loss=0.07491, over 1466313.99 frames. utt_duration=1302 frames, utt_pad_proportion=0.04352, over 4509.62 utterances.], batch size: 21, lr: 2.44e-04
2022-11-24 11:48:43,345 INFO [train.py:818] (0/4) Epoch 23, batch 2600, loss[loss=0.06789, over 7310.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.0082, over 17.00 utterances.], tot_loss[loss=0.07516, over 1466403.06 frames. utt_duration=1286 frames, utt_pad_proportion=0.04889, over 4567.12 utterances.], batch size: 17, lr: 2.44e-04
2022-11-24 11:49:19,332 INFO [train.py:818] (0/4) Epoch 23, batch 2650, loss[loss=0.07558, over 7291.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.004434, over 21.00 utterances.], tot_loss[loss=0.07563, over 1466665.63 frames. utt_duration=1273 frames, utt_pad_proportion=0.0544, over 4614.75 utterances.], batch size: 21, lr: 2.44e-04
2022-11-24 11:49:57,213 INFO [train.py:818] (0/4) Epoch 23, batch 2700, loss[loss=0.118, over 7447.00 frames. utt_duration=421.1 frames, utt_pad_proportion=0.342, over 71.00 utterances.], tot_loss[loss=0.07554, over 1466764.61 frames. utt_duration=1270 frames, utt_pad_proportion=0.05817, over 4625.93 utterances.], batch size: 71, lr: 2.44e-04
2022-11-24 11:50:34,165 INFO [train.py:818] (0/4) Epoch 23, batch 2750, loss[loss=0.1014, over 7288.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005045, over 21.00 utterances.], tot_loss[loss=0.07546, over 1466958.29 frames. utt_duration=1241 frames, utt_pad_proportion=0.06402, over 4733.06 utterances.], batch size: 21, lr: 2.44e-04
2022-11-24 11:51:10,778 INFO [train.py:818] (0/4) Epoch 23, batch 2800, loss[loss=0.07653, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004822, over 21.00 utterances.], tot_loss[loss=0.07437, over 1466902.78 frames. utt_duration=1247 frames, utt_pad_proportion=0.06096, over 4712.83 utterances.], batch size: 21, lr: 2.44e-04
2022-11-24 11:51:47,872 INFO [train.py:818] (0/4) Epoch 23, batch 2850, loss[loss=0.08399, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.005997, over 18.00 utterances.], tot_loss[loss=0.07341, over 1466054.27 frames. utt_duration=1262 frames, utt_pad_proportion=0.05914, over 4651.40 utterances.], batch size: 18, lr: 2.44e-04
2022-11-24 11:52:22,948 INFO [train.py:818] (0/4) Epoch 23, batch 2900, loss[loss=0.0684, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005586, over 20.00 utterances.], tot_loss[loss=0.07334, over 1465249.06 frames. utt_duration=1260 frames, utt_pad_proportion=0.05946, over 4655.98 utterances.], batch size: 20, lr: 2.44e-04
2022-11-24 11:53:00,266 INFO [train.py:818] (0/4) Epoch 23, batch 2950, loss[loss=0.07235, over 7224.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02091, over 25.00 utterances.], tot_loss[loss=0.07322, over 1465169.11 frames. utt_duration=1252 frames, utt_pad_proportion=0.05927, over 4685.02 utterances.], batch size: 25, lr: 2.44e-04
2022-11-24 11:53:35,781 INFO [train.py:818] (0/4) Epoch 23, batch 3000, loss[loss=0.07633, over 7186.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007691, over 22.00 utterances.], tot_loss[loss=0.07299, over 1464851.97 frames. utt_duration=1280 frames, utt_pad_proportion=0.05139, over 4581.43 utterances.], batch size: 22, lr: 2.44e-04
2022-11-24 11:53:35,782 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 11:53:55,914 INFO [train.py:847] (0/4) Epoch 23, validation: loss=0.04921, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 11:54:34,451 INFO [train.py:818] (0/4) Epoch 23, batch 3050, loss[loss=0.09673, over 7235.00 frames. utt_duration=1207 frames, utt_pad_proportion=0.01449, over 24.00 utterances.], tot_loss[loss=0.07291, over 1465189.13 frames. utt_duration=1257 frames, utt_pad_proportion=0.05877, over 4669.05 utterances.], batch size: 24, lr: 2.44e-04
2022-11-24 11:55:10,323 INFO [train.py:818] (0/4) Epoch 23, batch 3100, loss[loss=0.07967, over 7459.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01604, over 24.00 utterances.], tot_loss[loss=0.07183, over 1465804.12 frames. utt_duration=1282 frames, utt_pad_proportion=0.05099, over 4577.68 utterances.], batch size: 24, lr: 2.44e-04
2022-11-24 11:55:46,756 INFO [train.py:818] (0/4) Epoch 23, batch 3150, loss[loss=0.07712, over 7489.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02312, over 26.00 utterances.], tot_loss[loss=0.07224, over 1465823.66 frames. utt_duration=1303 frames, utt_pad_proportion=0.04267, over 4504.14 utterances.], batch size: 26, lr: 2.44e-04
2022-11-24 11:56:24,763 INFO [train.py:818] (0/4) Epoch 23, batch 3200, loss[loss=0.065, over 7199.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00569, over 20.00 utterances.], tot_loss[loss=0.07205, over 1465834.12 frames. utt_duration=1318 frames, utt_pad_proportion=0.04086, over 4453.06 utterances.], batch size: 20, lr: 2.44e-04
2022-11-24 11:57:01,477 INFO [train.py:818] (0/4) Epoch 23, batch 3250, loss[loss=0.06, over 7191.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.008542, over 18.00 utterances.], tot_loss[loss=0.07228, over 1465421.54 frames. utt_duration=1323 frames, utt_pad_proportion=0.03879, over 4435.12 utterances.], batch size: 18, lr: 2.44e-04
2022-11-24 11:57:37,013 INFO [train.py:818] (0/4) Epoch 23, batch 3300, loss[loss=0.0717, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008113, over 22.00 utterances.], tot_loss[loss=0.07325, over 1465126.38 frames. utt_duration=1325 frames, utt_pad_proportion=0.03578, over 4426.44 utterances.], batch size: 22, lr: 2.44e-04
2022-11-24 11:58:14,748 INFO [train.py:818] (0/4) Epoch 23, batch 3350, loss[loss=0.0435, over 7182.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006872, over 21.00 utterances.], tot_loss[loss=0.0735, over 1465753.34 frames. utt_duration=1308 frames, utt_pad_proportion=0.04162, over 4487.38 utterances.], batch size: 21, lr: 2.44e-04
2022-11-24 11:58:50,745 INFO [train.py:818] (0/4) Epoch 23, batch 3400, loss[loss=0.08938, over 7423.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005188, over 22.00 utterances.], tot_loss[loss=0.07302, over 1465244.16 frames. utt_duration=1297 frames, utt_pad_proportion=0.04281, over 4523.98 utterances.], batch size: 22, lr: 2.44e-04
2022-11-24 11:59:26,768 INFO [train.py:818] (0/4) Epoch 23, batch 3450, loss[loss=0.0774, over 7218.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02235, over 25.00 utterances.], tot_loss[loss=0.07348, over 1464490.73 frames. utt_duration=1279 frames, utt_pad_proportion=0.04779, over 4584.82 utterances.], batch size: 25, lr: 2.44e-04
2022-11-24 12:00:04,672 INFO [train.py:818] (0/4) Epoch 23, batch 3500, loss[loss=0.0703, over 7487.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01229, over 24.00 utterances.], tot_loss[loss=0.07259, over 1464090.03 frames. utt_duration=1294 frames, utt_pad_proportion=0.04489, over 4529.59 utterances.], batch size: 24, lr: 2.44e-04
2022-11-24 12:00:40,892 INFO [train.py:818] (0/4) Epoch 23, batch 3550, loss[loss=0.0431, over 7380.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006356, over 21.00 utterances.], tot_loss[loss=0.07182, over 1464998.49 frames. utt_duration=1290 frames, utt_pad_proportion=0.04577, over 4547.05 utterances.], batch size: 21, lr: 2.44e-04
2022-11-24 12:01:16,735 INFO [train.py:818] (0/4) Epoch 23, batch 3600, loss[loss=0.06956, over 7195.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006621, over 18.00 utterances.], tot_loss[loss=0.07238, over 1463955.63 frames. utt_duration=1314 frames, utt_pad_proportion=0.03988, over 4461.77 utterances.], batch size: 18, lr: 2.44e-04
2022-11-24 12:01:54,728 INFO [train.py:818] (0/4) Epoch 23, batch 3650, loss[loss=0.08113, over 7189.00 frames. utt_duration=1371 frames, utt_pad_proportion=0.005939, over 21.00 utterances.], tot_loss[loss=0.0722, over 1464213.09 frames. utt_duration=1313 frames, utt_pad_proportion=0.03994, over 4464.93 utterances.], batch size: 21, lr: 2.44e-04
2022-11-24 12:02:30,854 INFO [train.py:818] (0/4) Epoch 23, batch 3700, loss[loss=0.04523, over 7404.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004165, over 19.00 utterances.], tot_loss[loss=0.0729, over 1464504.33 frames. utt_duration=1265 frames, utt_pad_proportion=0.05579, over 4634.69 utterances.], batch size: 19, lr: 2.44e-04
2022-11-24 12:03:06,818 INFO [train.py:818] (0/4) Epoch 23, batch 3750, loss[loss=0.06989, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.004806, over 21.00 utterances.], tot_loss[loss=0.07285, over 1463575.16 frames. utt_duration=1282 frames, utt_pad_proportion=0.05139, over 4570.92 utterances.], batch size: 21, lr: 2.44e-04
2022-11-24 12:03:44,687 INFO [train.py:818] (0/4) Epoch 23, batch 3800, loss[loss=0.05038, over 7207.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02387, over 25.00 utterances.], tot_loss[loss=0.07251, over 1463628.57 frames. utt_duration=1271 frames, utt_pad_proportion=0.05485, over 4611.20 utterances.], batch size: 25, lr: 2.44e-04
2022-11-24 12:04:19,767 INFO [train.py:818] (0/4) Epoch 23, batch 3850, loss[loss=0.06041, over 7293.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.00528, over 21.00 utterances.], tot_loss[loss=0.07281, over 1465119.81 frames. utt_duration=1268 frames, utt_pad_proportion=0.05605, over 4628.73 utterances.], batch size: 21, lr: 2.44e-04
2022-11-24 12:04:55,954 INFO [train.py:818] (0/4) Epoch 23, batch 3900, loss[loss=0.07178, over 7482.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005677, over 20.00 utterances.], tot_loss[loss=0.07331, over 1464034.27 frames. utt_duration=1272 frames, utt_pad_proportion=0.05343, over 4609.27 utterances.], batch size: 20, lr: 2.44e-04
2022-11-24 12:05:33,387 INFO [train.py:818] (0/4) Epoch 23, batch 3950, loss[loss=0.1055, over 7407.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.00723, over 22.00 utterances.], tot_loss[loss=0.07334, over 1465683.78 frames. utt_duration=1270 frames, utt_pad_proportion=0.05418, over 4621.34 utterances.], batch size: 22, lr: 2.44e-04
2022-11-24 12:06:09,212 INFO [train.py:818] (0/4) Epoch 23, batch 4000, loss[loss=0.07676, over 7424.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005322, over 22.00 utterances.], tot_loss[loss=0.07387, over 1465949.11 frames. utt_duration=1283 frames, utt_pad_proportion=0.05039, over 4575.59 utterances.], batch size: 22, lr: 2.43e-04
2022-11-24 12:06:46,006 INFO [train.py:818] (0/4) Epoch 23, batch 4050, loss[loss=0.09347, over 7294.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.009328, over 22.00 utterances.], tot_loss[loss=0.07329, over 1465598.10 frames. utt_duration=1274 frames, utt_pad_proportion=0.0508, over 4605.75 utterances.], batch size: 22, lr: 2.43e-04
2022-11-24 12:07:22,774 INFO [train.py:818] (0/4) Epoch 23, batch 4100, loss[loss=0.08341, over 7473.00 frames. utt_duration=1760 frames, utt_pad_proportion=0.008024, over 17.00 utterances.], tot_loss[loss=0.07709, over 1465568.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05746, over 4657.57 utterances.], batch size: 17, lr: 2.43e-04
2022-11-24 12:07:58,732 INFO [train.py:818] (0/4) Epoch 23, batch 4150, loss[loss=0.06668, over 7418.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007353, over 22.00 utterances.], tot_loss[loss=0.07833, over 1465784.56 frames. utt_duration=1245 frames, utt_pad_proportion=0.06076, over 4713.71 utterances.], batch size: 22, lr: 2.43e-04
2022-11-24 12:08:35,595 INFO [train.py:818] (0/4) Epoch 23, batch 4200, loss[loss=0.1395, over 7291.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.009566, over 22.00 utterances.], tot_loss[loss=0.07889, over 1465615.67 frames. utt_duration=1246 frames, utt_pad_proportion=0.05865, over 4712.53 utterances.], batch size: 22, lr: 2.43e-04
2022-11-24 12:09:12,363 INFO [train.py:818] (0/4) Epoch 23, batch 4250, loss[loss=0.0513, over 7445.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.009898, over 17.00 utterances.], tot_loss[loss=0.07956, over 1466028.91 frames. utt_duration=1248 frames, utt_pad_proportion=0.05865, over 4706.03 utterances.], batch size: 17, lr: 2.43e-04
2022-11-24 12:09:48,309 INFO [train.py:818] (0/4) Epoch 23, batch 4300, loss[loss=0.09173, over 7386.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.00565, over 21.00 utterances.], tot_loss[loss=0.07972, over 1465348.97 frames. utt_duration=1257 frames, utt_pad_proportion=0.05627, over 4668.87 utterances.], batch size: 21, lr: 2.43e-04
2022-11-24 12:10:14,475 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-200000.pt
2022-11-24 12:10:36,604 INFO [train.py:818] (0/4) Epoch 23, batch 4350, loss[loss=0.05938, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.00562, over 21.00 utterances.], tot_loss[loss=0.07957, over 1464804.54 frames. utt_duration=1284 frames, utt_pad_proportion=0.04814, over 4567.20 utterances.], batch size: 21, lr: 2.43e-04
2022-11-24 12:11:12,553 INFO [train.py:818] (0/4) Epoch 23, batch 4400, loss[loss=0.09783, over 7411.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006694, over 22.00 utterances.], tot_loss[loss=0.08262, over 1464034.26 frames. utt_duration=1232 frames, utt_pad_proportion=0.06116, over 4757.40 utterances.], batch size: 22, lr: 2.43e-04
2022-11-24 12:11:48,593 INFO [train.py:818] (0/4) Epoch 23, batch 4450, loss[loss=0.07236, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006348, over 19.00 utterances.], tot_loss[loss=0.08318, over 1464260.67 frames. utt_duration=1248 frames, utt_pad_proportion=0.05674, over 4698.33 utterances.], batch size: 19, lr: 2.43e-04
2022-11-24 12:12:26,515 INFO [train.py:818] (0/4) Epoch 23, batch 4500, loss[loss=0.1453, over 7373.00 frames. utt_duration=405.7 frames, utt_pad_proportion=0.368, over 73.00 utterances.], tot_loss[loss=0.08389, over 1464682.99 frames. utt_duration=1221 frames, utt_pad_proportion=0.06896, over 4805.73 utterances.], batch size: 73, lr: 2.43e-04
2022-11-24 12:13:02,218 INFO [train.py:818] (0/4) Epoch 23, batch 4550, loss[loss=0.06496, over 7396.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.004672, over 19.00 utterances.], tot_loss[loss=0.08442, over 1464920.40 frames. utt_duration=1247 frames, utt_pad_proportion=0.06055, over 4703.50 utterances.], batch size: 19, lr: 2.43e-04
2022-11-24 12:13:38,541 INFO [train.py:818] (0/4) Epoch 23, batch 4600, loss[loss=0.08576, over 7470.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01449, over 24.00 utterances.], tot_loss[loss=0.08527, over 1464464.18 frames. utt_duration=1267 frames, utt_pad_proportion=0.05358, over 4628.41 utterances.], batch size: 24, lr: 2.43e-04
2022-11-24 12:14:16,311 INFO [train.py:818] (0/4) Epoch 23, batch 4650, loss[loss=0.06697, over 7170.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.008598, over 21.00 utterances.], tot_loss[loss=0.08694, over 1465556.36 frames. utt_duration=1259 frames, utt_pad_proportion=0.05588, over 4661.29 utterances.], batch size: 21, lr: 2.43e-04
2022-11-24 12:14:52,836 INFO [train.py:818] (0/4) Epoch 23, batch 4700, loss[loss=0.07094, over 7140.00 frames. utt_duration=1681 frames, utt_pad_proportion=0.01206, over 17.00 utterances.], tot_loss[loss=0.08723, over 1465160.69 frames. utt_duration=1245 frames, utt_pad_proportion=0.0643, over 4714.60 utterances.], batch size: 17, lr: 2.43e-04
2022-11-24 12:15:28,967 INFO [train.py:818] (0/4) Epoch 23, batch 4750, loss[loss=0.09097, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007552, over 19.00 utterances.], tot_loss[loss=0.08788, over 1464533.14 frames. utt_duration=1256 frames, utt_pad_proportion=0.05968, over 4669.81 utterances.], batch size: 19, lr: 2.43e-04
2022-11-24 12:16:06,526 INFO [train.py:818] (0/4) Epoch 23, batch 4800, loss[loss=0.0841, over 7207.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004106, over 20.00 utterances.], tot_loss[loss=0.08882, over 1464963.09 frames. utt_duration=1233 frames, utt_pad_proportion=0.06348, over 4757.49 utterances.], batch size: 20, lr: 2.43e-04
2022-11-24 12:16:44,203 INFO [train.py:818] (0/4) Epoch 23, batch 4850, loss[loss=0.08801, over 7490.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.004217, over 19.00 utterances.], tot_loss[loss=0.08954, over 1466111.95 frames. utt_duration=1210 frames, utt_pad_proportion=0.07232, over 4854.39 utterances.], batch size: 19, lr: 2.43e-04
2022-11-24 12:17:21,467 INFO [train.py:818] (0/4) Epoch 23, batch 4900, loss[loss=0.07847, over 7405.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004834, over 19.00 utterances.], tot_loss[loss=0.08959, over 1467081.71 frames. utt_duration=1202 frames, utt_pad_proportion=0.07563, over 4888.84 utterances.], batch size: 19, lr: 2.43e-04
2022-11-24 12:17:58,908 INFO [train.py:818] (0/4) Epoch 23, batch 4950, loss[loss=0.05975, over 7209.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005721, over 18.00 utterances.], tot_loss[loss=0.08953, over 1466632.84 frames. utt_duration=1209 frames, utt_pad_proportion=0.07383, over 4857.27 utterances.], batch size: 18, lr: 2.43e-04
2022-11-24 12:18:34,794 INFO [train.py:818] (0/4) Epoch 23, batch 5000, loss[loss=0.05364, over 7314.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008297, over 17.00 utterances.], tot_loss[loss=0.08926, over 1466479.57 frames. utt_duration=1206 frames, utt_pad_proportion=0.07296, over 4872.01 utterances.], batch size: 17, lr: 2.43e-04
2022-11-24 12:19:12,593 INFO [train.py:818] (0/4) Epoch 23, batch 5050, loss[loss=0.08547, over 7169.00 frames. utt_duration=1304 frames, utt_pad_proportion=0.009491, over 22.00 utterances.], tot_loss[loss=0.09077, over 1467088.09 frames. utt_duration=1214 frames, utt_pad_proportion=0.06981, over 4840.26 utterances.], batch size: 22, lr: 2.43e-04
2022-11-24 12:19:47,787 INFO [train.py:818] (0/4) Epoch 23, batch 5100, loss[loss=0.1059, over 7265.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03408, over 27.00 utterances.], tot_loss[loss=0.09131, over 1467444.36 frames. utt_duration=1219 frames, utt_pad_proportion=0.0655, over 4822.33 utterances.], batch size: 27, lr: 2.43e-04
2022-11-24 12:20:23,645 INFO [train.py:818] (0/4) Epoch 23, batch 5150, loss[loss=0.06618, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005345, over 20.00 utterances.], tot_loss[loss=0.0916, over 1467073.80 frames. utt_duration=1246 frames, utt_pad_proportion=0.05726, over 4716.68 utterances.], batch size: 20, lr: 2.43e-04
2022-11-24 12:21:02,408 INFO [train.py:818] (0/4) Epoch 23, batch 5200, loss[loss=0.09121, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.003957, over 21.00 utterances.], tot_loss[loss=0.09165, over 1465604.64 frames. utt_duration=1250 frames, utt_pad_proportion=0.05665, over 4696.66 utterances.], batch size: 21, lr: 2.43e-04
2022-11-24 12:21:38,583 INFO [train.py:818] (0/4) Epoch 23, batch 5250, loss[loss=0.0946, over 7244.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01464, over 24.00 utterances.], tot_loss[loss=0.09172, over 1467249.84 frames. utt_duration=1242 frames, utt_pad_proportion=0.05714, over 4731.08 utterances.], batch size: 24, lr: 2.43e-04
2022-11-24 12:22:15,051 INFO [train.py:818] (0/4) Epoch 23, batch 5300, loss[loss=0.0793, over 7196.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006996, over 18.00 utterances.], tot_loss[loss=0.09005, over 1467684.02 frames. utt_duration=1267 frames, utt_pad_proportion=0.05022, over 4640.31 utterances.], batch size: 18, lr: 2.43e-04
2022-11-24 12:22:53,208 INFO [train.py:818] (0/4) Epoch 23, batch 5350, loss[loss=0.115, over 7444.00 frames. utt_duration=427.1 frames, utt_pad_proportion=0.3317, over 70.00 utterances.], tot_loss[loss=0.09089, over 1467448.55 frames. utt_duration=1231 frames, utt_pad_proportion=0.06296, over 4773.41 utterances.], batch size: 70, lr: 2.43e-04
2022-11-24 12:23:30,986 INFO [train.py:818] (0/4) Epoch 23, batch 5400, loss[loss=0.09701, over 7277.00 frames. utt_duration=1534 frames, utt_pad_proportion=0.003112, over 19.00 utterances.], tot_loss[loss=0.09274, over 1467251.85 frames. utt_duration=1193 frames, utt_pad_proportion=0.07743, over 4924.38 utterances.], batch size: 19, lr: 2.43e-04
2022-11-24 12:24:09,378 INFO [train.py:818] (0/4) Epoch 23, batch 5450, loss[loss=0.09021, over 7180.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01162, over 23.00 utterances.], tot_loss[loss=0.09269, over 1466585.53 frames. utt_duration=1212 frames, utt_pad_proportion=0.07188, over 4846.75 utterances.], batch size: 23, lr: 2.43e-04
2022-11-24 12:24:47,168 INFO [train.py:818] (0/4) Epoch 23, batch 5500, loss[loss=0.1415, over 7286.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03727, over 27.00 utterances.], tot_loss[loss=0.09159, over 1467041.66 frames. utt_duration=1191 frames, utt_pad_proportion=0.07915, over 4934.05 utterances.], batch size: 27, lr: 2.43e-04
2022-11-24 12:25:23,356 INFO [train.py:818] (0/4) Epoch 23, batch 5550, loss[loss=0.1192, over 7399.00 frames. utt_duration=780.2 frames, utt_pad_proportion=0.1104, over 38.00 utterances.], tot_loss[loss=0.08999, over 1466203.09 frames. utt_duration=1196 frames, utt_pad_proportion=0.07958, over 4910.32 utterances.], batch size: 38, lr: 2.43e-04
2022-11-24 12:26:00,710 INFO [train.py:818] (0/4) Epoch 23, batch 5600, loss[loss=0.1176, over 7313.00 frames. utt_duration=1627 frames, utt_pad_proportion=0.007593, over 18.00 utterances.], tot_loss[loss=0.09083, over 1466068.91 frames. utt_duration=1220 frames, utt_pad_proportion=0.07126, over 4810.86 utterances.], batch size: 18, lr: 2.43e-04
2022-11-24 12:26:37,014 INFO [train.py:818] (0/4) Epoch 23, batch 5650, loss[loss=0.1146, over 7282.00 frames. utt_duration=768.2 frames, utt_pad_proportion=0.1261, over 38.00 utterances.], tot_loss[loss=0.09053, over 1466182.29 frames. utt_duration=1237 frames, utt_pad_proportion=0.06386, over 4747.07 utterances.], batch size: 38, lr: 2.42e-04
2022-11-24 12:27:12,646 INFO [train.py:818] (0/4) Epoch 23, batch 5700, loss[loss=0.1305, over 7482.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.0121, over 24.00 utterances.], tot_loss[loss=0.09139, over 1466965.89 frames. utt_duration=1250 frames, utt_pad_proportion=0.05652, over 4698.23 utterances.], batch size: 24, lr: 2.42e-04
2022-11-24 12:27:50,776 INFO [train.py:818] (0/4) Epoch 23, batch 5750, loss[loss=0.08034, over 7459.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.015, over 24.00 utterances.], tot_loss[loss=0.09073, over 1466243.42 frames. utt_duration=1252 frames, utt_pad_proportion=0.0557, over 4691.19 utterances.], batch size: 24, lr: 2.42e-04
2022-11-24 12:28:27,805 INFO [train.py:818] (0/4) Epoch 23, batch 5800, loss[loss=0.07689, over 7196.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006997, over 19.00 utterances.], tot_loss[loss=0.09275, over 1466384.37 frames. utt_duration=1189 frames, utt_pad_proportion=0.07503, over 4937.34 utterances.], batch size: 19, lr: 2.42e-04
2022-11-24 12:29:04,144 INFO [train.py:818] (0/4) Epoch 23, batch 5850, loss[loss=0.1311, over 7312.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.0053, over 22.00 utterances.], tot_loss[loss=0.09306, over 1465876.94 frames. utt_duration=1192 frames, utt_pad_proportion=0.0755, over 4926.50 utterances.], batch size: 22, lr: 2.42e-04
2022-11-24 12:29:40,587 INFO [train.py:818] (0/4) Epoch 23, batch 5900, loss[loss=0.0951, over 7248.00 frames. utt_duration=1814 frames, utt_pad_proportion=0.04136, over 16.00 utterances.], tot_loss[loss=0.09132, over 1465546.51 frames. utt_duration=1196 frames, utt_pad_proportion=0.07568, over 4906.07 utterances.], batch size: 16, lr: 2.42e-04
2022-11-24 12:30:17,341 INFO [train.py:818] (0/4) Epoch 23, batch 5950, loss[loss=0.1014, over 7336.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01034, over 23.00 utterances.], tot_loss[loss=0.09176, over 1465460.78 frames. utt_duration=1208 frames, utt_pad_proportion=0.07341, over 4857.84 utterances.], batch size: 23, lr: 2.42e-04
2022-11-24 12:30:56,335 INFO [train.py:818] (0/4) Epoch 23, batch 6000, loss[loss=0.07662, over 7315.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.008094, over 17.00 utterances.], tot_loss[loss=0.09106, over 1465388.00 frames. utt_duration=1197 frames, utt_pad_proportion=0.07493, over 4902.93 utterances.], batch size: 17, lr: 2.42e-04
2022-11-24 12:30:56,337 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 12:31:16,877 INFO [train.py:847] (0/4) Epoch 23, validation: loss=0.04661, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 12:31:53,710 INFO [train.py:818] (0/4) Epoch 23, batch 6050, loss[loss=0.07839, over 7466.00 frames. utt_duration=964.6 frames, utt_pad_proportion=0.06257, over 31.00 utterances.], tot_loss[loss=0.09089, over 1465240.28 frames. utt_duration=1203 frames, utt_pad_proportion=0.07214, over 4877.58 utterances.], batch size: 31, lr: 2.42e-04
2022-11-24 12:32:31,371 INFO [train.py:818] (0/4) Epoch 23, batch 6100, loss[loss=0.0802, over 7492.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006624, over 19.00 utterances.], tot_loss[loss=0.09161, over 1465500.52 frames. utt_duration=1203 frames, utt_pad_proportion=0.06822, over 4876.91 utterances.], batch size: 19, lr: 2.42e-04
2022-11-24 12:33:08,422 INFO [train.py:818] (0/4) Epoch 23, batch 6150, loss[loss=0.1224, over 7154.00 frames. utt_duration=1685 frames, utt_pad_proportion=0.009885, over 17.00 utterances.], tot_loss[loss=0.09232, over 1465376.78 frames. utt_duration=1192 frames, utt_pad_proportion=0.07404, over 4922.85 utterances.], batch size: 17, lr: 2.42e-04
2022-11-24 12:33:44,624 INFO [train.py:818] (0/4) Epoch 23, batch 6200, loss[loss=0.07094, over 7099.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.005737, over 18.00 utterances.], tot_loss[loss=0.09155, over 1465609.92 frames. utt_duration=1220 frames, utt_pad_proportion=0.06698, over 4809.52 utterances.], batch size: 18, lr: 2.42e-04
2022-11-24 12:34:23,896 INFO [train.py:818] (0/4) Epoch 23, batch 6250, loss[loss=0.08717, over 7478.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01282, over 24.00 utterances.], tot_loss[loss=0.09105, over 1464537.00 frames. utt_duration=1226 frames, utt_pad_proportion=0.06311, over 4782.34 utterances.], batch size: 24, lr: 2.42e-04
2022-11-24 12:35:01,184 INFO [train.py:818] (0/4) Epoch 23, batch 6300, loss[loss=0.09889, over 7203.00 frames. utt_duration=1154 frames, utt_pad_proportion=0.02534, over 25.00 utterances.], tot_loss[loss=0.09128, over 1465470.06 frames. utt_duration=1236 frames, utt_pad_proportion=0.06201, over 4747.10 utterances.], batch size: 25, lr: 2.42e-04
2022-11-24 12:35:38,509 INFO [train.py:818] (0/4) Epoch 23, batch 6350, loss[loss=0.05734, over 7296.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00592, over 22.00 utterances.], tot_loss[loss=0.09025, over 1466148.54 frames. utt_duration=1250 frames, utt_pad_proportion=0.05991, over 4698.99 utterances.], batch size: 22, lr: 2.42e-04
2022-11-24 12:36:15,820 INFO [train.py:818] (0/4) Epoch 23, batch 6400, loss[loss=0.05657, over 7467.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006114, over 21.00 utterances.], tot_loss[loss=0.08935, over 1466003.40 frames. utt_duration=1261 frames, utt_pad_proportion=0.05654, over 4654.93 utterances.], batch size: 21, lr: 2.42e-04
2022-11-24 12:36:52,794 INFO [train.py:818] (0/4) Epoch 23, batch 6450, loss[loss=0.1178, over 7349.00 frames. utt_duration=1279 frames, utt_pad_proportion=0.007589, over 23.00 utterances.], tot_loss[loss=0.0902, over 1465083.62 frames. utt_duration=1239 frames, utt_pad_proportion=0.06485, over 4736.63 utterances.], batch size: 23, lr: 2.42e-04
2022-11-24 12:37:30,269 INFO [train.py:818] (0/4) Epoch 23, batch 6500, loss[loss=0.09636, over 7298.00 frames. utt_duration=1623 frames, utt_pad_proportion=0.01077, over 18.00 utterances.], tot_loss[loss=0.0905, over 1466052.71 frames. utt_duration=1250 frames, utt_pad_proportion=0.0599, over 4696.73 utterances.], batch size: 18, lr: 2.42e-04
2022-11-24 12:38:07,164 INFO [train.py:818] (0/4) Epoch 23, batch 6550, loss[loss=0.06974, over 7175.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008456, over 22.00 utterances.], tot_loss[loss=0.08981, over 1466042.84 frames. utt_duration=1258 frames, utt_pad_proportion=0.05652, over 4668.44 utterances.], batch size: 22, lr: 2.42e-04
2022-11-24 12:38:43,384 INFO [train.py:818] (0/4) Epoch 23, batch 6600, loss[loss=0.09221, over 7387.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.004812, over 19.00 utterances.], tot_loss[loss=0.08945, over 1465563.82 frames. utt_duration=1238 frames, utt_pad_proportion=0.0621, over 4739.41 utterances.], batch size: 19, lr: 2.42e-04
2022-11-24 12:39:21,794 INFO [train.py:818] (0/4) Epoch 23, batch 6650, loss[loss=0.1468, over 7463.00 frames. utt_duration=416 frames, utt_pad_proportion=0.3509, over 72.00 utterances.], tot_loss[loss=0.08903, over 1465374.33 frames. utt_duration=1224 frames, utt_pad_proportion=0.06465, over 4795.52 utterances.], batch size: 72, lr: 2.42e-04
2022-11-24 12:39:58,431 INFO [train.py:818] (0/4) Epoch 23, batch 6700, loss[loss=0.08071, over 7379.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006289, over 21.00 utterances.], tot_loss[loss=0.08927, over 1464933.62 frames. utt_duration=1246 frames, utt_pad_proportion=0.05567, over 4706.85 utterances.], batch size: 21, lr: 2.42e-04
2022-11-24 12:40:35,501 INFO [train.py:818] (0/4) Epoch 23, batch 6750, loss[loss=0.06034, over 7168.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.008808, over 17.00 utterances.], tot_loss[loss=0.08829, over 1466002.74 frames. utt_duration=1242 frames, utt_pad_proportion=0.05805, over 4725.85 utterances.], batch size: 17, lr: 2.42e-04
2022-11-24 12:41:14,157 INFO [train.py:818] (0/4) Epoch 23, batch 6800, loss[loss=0.05797, over 7453.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01107, over 17.00 utterances.], tot_loss[loss=0.08984, over 1466455.05 frames. utt_duration=1227 frames, utt_pad_proportion=0.06303, over 4786.59 utterances.], batch size: 17, lr: 2.42e-04
2022-11-24 12:41:50,768 INFO [train.py:818] (0/4) Epoch 23, batch 6850, loss[loss=0.07237, over 7175.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007737, over 17.00 utterances.], tot_loss[loss=0.09006, over 1466162.59 frames. utt_duration=1214 frames, utt_pad_proportion=0.06753, over 4837.28 utterances.], batch size: 17, lr: 2.42e-04
2022-11-24 12:42:27,008 INFO [train.py:818] (0/4) Epoch 23, batch 6900, loss[loss=0.0737, over 7302.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.01026, over 17.00 utterances.], tot_loss[loss=0.0898, over 1466283.22 frames. utt_duration=1225 frames, utt_pad_proportion=0.064, over 4795.36 utterances.], batch size: 17, lr: 2.42e-04
2022-11-24 12:43:05,208 INFO [train.py:818] (0/4) Epoch 23, batch 6950, loss[loss=0.07586, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004555, over 20.00 utterances.], tot_loss[loss=0.08821, over 1466219.83 frames. utt_duration=1236 frames, utt_pad_proportion=0.06505, over 4749.12 utterances.], batch size: 20, lr: 2.42e-04
2022-11-24 12:43:42,599 INFO [train.py:818] (0/4) Epoch 23, batch 7000, loss[loss=0.1117, over 7455.00 frames. utt_duration=421.6 frames, utt_pad_proportion=0.3412, over 71.00 utterances.], tot_loss[loss=0.0889, over 1466306.70 frames. utt_duration=1231 frames, utt_pad_proportion=0.06373, over 4769.03 utterances.], batch size: 71, lr: 2.42e-04
2022-11-24 12:44:19,475 INFO [train.py:818] (0/4) Epoch 23, batch 7050, loss[loss=0.07309, over 7194.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006005, over 19.00 utterances.], tot_loss[loss=0.08957, over 1465988.04 frames. utt_duration=1213 frames, utt_pad_proportion=0.06747, over 4841.88 utterances.], batch size: 19, lr: 2.42e-04
2022-11-24 12:44:57,170 INFO [train.py:818] (0/4) Epoch 23, batch 7100, loss[loss=0.08914, over 7155.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.007894, over 17.00 utterances.], tot_loss[loss=0.09001, over 1466006.68 frames. utt_duration=1211 frames, utt_pad_proportion=0.06922, over 4847.09 utterances.], batch size: 17, lr: 2.42e-04
2022-11-24 12:45:33,740 INFO [train.py:818] (0/4) Epoch 23, batch 7150, loss[loss=0.1083, over 7483.00 frames. utt_duration=966.7 frames, utt_pad_proportion=0.0633, over 31.00 utterances.], tot_loss[loss=0.08919, over 1465419.20 frames. utt_duration=1221 frames, utt_pad_proportion=0.06766, over 4807.92 utterances.], batch size: 31, lr: 2.42e-04
2022-11-24 12:46:11,688 INFO [train.py:818] (0/4) Epoch 23, batch 7200, loss[loss=0.1217, over 7308.00 frames. utt_duration=1829 frames, utt_pad_proportion=0.07738, over 16.00 utterances.], tot_loss[loss=0.08896, over 1465394.81 frames. utt_duration=1241 frames, utt_pad_proportion=0.062, over 4728.70 utterances.], batch size: 16, lr: 2.42e-04
2022-11-24 12:46:48,871 INFO [train.py:818] (0/4) Epoch 23, batch 7250, loss[loss=0.09526, over 7485.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01268, over 24.00 utterances.], tot_loss[loss=0.08913, over 1466605.41 frames. utt_duration=1218 frames, utt_pad_proportion=0.06962, over 4823.90 utterances.], batch size: 24, lr: 2.42e-04
2022-11-24 12:47:24,738 INFO [train.py:818] (0/4) Epoch 23, batch 7300, loss[loss=0.1012, over 7189.00 frames. utt_duration=1599 frames, utt_pad_proportion=0.007823, over 18.00 utterances.], tot_loss[loss=0.08875, over 1465754.52 frames. utt_duration=1221 frames, utt_pad_proportion=0.06906, over 4809.49 utterances.], batch size: 18, lr: 2.41e-04
2022-11-24 12:48:02,652 INFO [train.py:818] (0/4) Epoch 23, batch 7350, loss[loss=0.1444, over 7422.00 frames. utt_duration=414 frames, utt_pad_proportion=0.3552, over 72.00 utterances.], tot_loss[loss=0.08904, over 1465509.55 frames. utt_duration=1219 frames, utt_pad_proportion=0.06841, over 4813.99 utterances.], batch size: 72, lr: 2.41e-04
2022-11-24 12:48:38,944 INFO [train.py:818] (0/4) Epoch 23, batch 7400, loss[loss=0.0964, over 7209.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004655, over 20.00 utterances.], tot_loss[loss=0.09032, over 1466458.85 frames. utt_duration=1227 frames, utt_pad_proportion=0.06636, over 4787.80 utterances.], batch size: 20, lr: 2.41e-04
2022-11-24 12:49:15,723 INFO [train.py:818] (0/4) Epoch 23, batch 7450, loss[loss=0.1385, over 7389.00 frames. utt_duration=423.7 frames, utt_pad_proportion=0.3328, over 70.00 utterances.], tot_loss[loss=0.08892, over 1467112.14 frames. utt_duration=1225 frames, utt_pad_proportion=0.06708, over 4794.67 utterances.], batch size: 70, lr: 2.41e-04
2022-11-24 12:49:53,793 INFO [train.py:818] (0/4) Epoch 23, batch 7500, loss[loss=0.09796, over 7391.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006747, over 19.00 utterances.], tot_loss[loss=0.08945, over 1467072.09 frames. utt_duration=1208 frames, utt_pad_proportion=0.07343, over 4864.91 utterances.], batch size: 19, lr: 2.41e-04
2022-11-24 12:50:30,435 INFO [train.py:818] (0/4) Epoch 23, batch 7550, loss[loss=0.09799, over 7337.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.01037, over 23.00 utterances.], tot_loss[loss=0.08841, over 1466455.30 frames. utt_duration=1206 frames, utt_pad_proportion=0.07514, over 4871.71 utterances.], batch size: 23, lr: 2.41e-04
2022-11-24 12:51:07,811 INFO [train.py:818] (0/4) Epoch 23, batch 7600, loss[loss=0.1094, over 7474.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.004855, over 21.00 utterances.], tot_loss[loss=0.08881, over 1466150.70 frames. utt_duration=1237 frames, utt_pad_proportion=0.06509, over 4747.30 utterances.], batch size: 21, lr: 2.41e-04
2022-11-24 12:51:44,736 INFO [train.py:818] (0/4) Epoch 23, batch 7650, loss[loss=0.07198, over 7485.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007221, over 19.00 utterances.], tot_loss[loss=0.08784, over 1467927.65 frames. utt_duration=1235 frames, utt_pad_proportion=0.06407, over 4760.00 utterances.], batch size: 19, lr: 2.41e-04
2022-11-24 12:52:21,547 INFO [train.py:818] (0/4) Epoch 23, batch 7700, loss[loss=0.1084, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007336, over 18.00 utterances.], tot_loss[loss=0.08862, over 1467343.16 frames. utt_duration=1245 frames, utt_pad_proportion=0.06195, over 4719.44 utterances.], batch size: 18, lr: 2.41e-04
2022-11-24 12:52:59,520 INFO [train.py:818] (0/4) Epoch 23, batch 7750, loss[loss=0.129, over 7162.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008265, over 17.00 utterances.], tot_loss[loss=0.0885, over 1466480.59 frames. utt_duration=1264 frames, utt_pad_proportion=0.05409, over 4646.89 utterances.], batch size: 17, lr: 2.41e-04
2022-11-24 12:53:35,048 INFO [train.py:818] (0/4) Epoch 23, batch 7800, loss[loss=0.07323, over 7192.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.007651, over 18.00 utterances.], tot_loss[loss=0.08708, over 1467768.78 frames. utt_duration=1260 frames, utt_pad_proportion=0.05006, over 4665.46 utterances.], batch size: 18, lr: 2.41e-04
2022-11-24 12:54:12,919 INFO [train.py:818] (0/4) Epoch 23, batch 7850, loss[loss=0.06825, over 7157.00 frames. utt_duration=1686 frames, utt_pad_proportion=0.01002, over 17.00 utterances.], tot_loss[loss=0.08667, over 1467844.57 frames. utt_duration=1235 frames, utt_pad_proportion=0.05708, over 4761.58 utterances.], batch size: 17, lr: 2.41e-04
2022-11-24 12:54:52,037 INFO [train.py:818] (0/4) Epoch 23, batch 7900, loss[loss=0.1045, over 7185.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.00865, over 18.00 utterances.], tot_loss[loss=0.08917, over 1467539.19 frames. utt_duration=1188 frames, utt_pad_proportion=0.07427, over 4946.73 utterances.], batch size: 18, lr: 2.41e-04
2022-11-24 12:55:27,969 INFO [train.py:818] (0/4) Epoch 23, batch 7950, loss[loss=0.07821, over 7492.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.006691, over 19.00 utterances.], tot_loss[loss=0.08928, over 1466803.79 frames. utt_duration=1198 frames, utt_pad_proportion=0.07197, over 4903.27 utterances.], batch size: 19, lr: 2.41e-04
2022-11-24 12:56:07,022 INFO [train.py:818] (0/4) Epoch 23, batch 8000, loss[loss=0.09307, over 7426.00 frames. utt_duration=959.6 frames, utt_pad_proportion=0.06924, over 31.00 utterances.], tot_loss[loss=0.0889, over 1466548.13 frames. utt_duration=1186 frames, utt_pad_proportion=0.0777, over 4952.53 utterances.], batch size: 31, lr: 2.41e-04
2022-11-24 12:56:44,978 INFO [train.py:818] (0/4) Epoch 23, batch 8050, loss[loss=0.093, over 7193.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006726, over 19.00 utterances.], tot_loss[loss=0.09055, over 1466265.25 frames. utt_duration=1169 frames, utt_pad_proportion=0.08412, over 5022.46 utterances.], batch size: 19, lr: 2.41e-04
2022-11-24 12:57:20,565 INFO [train.py:818] (0/4) Epoch 23, batch 8100, loss[loss=0.09442, over 7316.00 frames. utt_duration=1085 frames, utt_pad_proportion=0.03218, over 27.00 utterances.], tot_loss[loss=0.08916, over 1466720.72 frames. utt_duration=1189 frames, utt_pad_proportion=0.07767, over 4939.40 utterances.], batch size: 27, lr: 2.41e-04
2022-11-24 12:57:57,146 INFO [train.py:818] (0/4) Epoch 23, batch 8150, loss[loss=0.07424, over 7480.00 frames. utt_duration=1302 frames, utt_pad_proportion=0.01122, over 23.00 utterances.], tot_loss[loss=0.08909, over 1466561.17 frames. utt_duration=1224 frames, utt_pad_proportion=0.067, over 4796.89 utterances.], batch size: 23, lr: 2.41e-04
2022-11-24 12:58:35,163 INFO [train.py:818] (0/4) Epoch 23, batch 8200, loss[loss=0.129, over 7449.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01752, over 24.00 utterances.], tot_loss[loss=0.08853, over 1467323.11 frames. utt_duration=1232 frames, utt_pad_proportion=0.06288, over 4768.86 utterances.], batch size: 24, lr: 2.41e-04
2022-11-24 12:59:12,465 INFO [train.py:818] (0/4) Epoch 23, batch 8250, loss[loss=0.1072, over 7378.00 frames. utt_duration=953.6 frames, utt_pad_proportion=0.07774, over 31.00 utterances.], tot_loss[loss=0.08932, over 1467209.16 frames. utt_duration=1190 frames, utt_pad_proportion=0.07859, over 4938.54 utterances.], batch size: 31, lr: 2.41e-04
2022-11-24 12:59:49,766 INFO [train.py:818] (0/4) Epoch 23, batch 8300, loss[loss=0.06899, over 7484.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.007751, over 19.00 utterances.], tot_loss[loss=0.09072, over 1467656.05 frames. utt_duration=1158 frames, utt_pad_proportion=0.08682, over 5075.94 utterances.], batch size: 19, lr: 2.41e-04
2022-11-24 13:00:26,159 INFO [train.py:818] (0/4) Epoch 23, batch 8350, loss[loss=0.094, over 7472.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.004592, over 21.00 utterances.], tot_loss[loss=0.08902, over 1467718.26 frames. utt_duration=1180 frames, utt_pad_proportion=0.08383, over 4981.20 utterances.], batch size: 21, lr: 2.41e-04
2022-11-24 13:01:02,815 INFO [train.py:818] (0/4) Epoch 23, batch 8400, loss[loss=0.1135, over 7161.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.009499, over 17.00 utterances.], tot_loss[loss=0.08875, over 1467608.21 frames. utt_duration=1204 frames, utt_pad_proportion=0.07273, over 4883.79 utterances.], batch size: 17, lr: 2.41e-04
2022-11-24 13:01:40,128 INFO [train.py:818] (0/4) Epoch 23, batch 8450, loss[loss=0.185, over 7193.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005421, over 21.00 utterances.], tot_loss[loss=0.08757, over 1465600.28 frames. utt_duration=1223 frames, utt_pad_proportion=0.06709, over 4798.96 utterances.], batch size: 21, lr: 2.41e-04
2022-11-24 13:02:16,358 INFO [train.py:818] (0/4) Epoch 23, batch 8500, loss[loss=0.1021, over 7362.00 frames. utt_duration=951.5 frames, utt_pad_proportion=0.07175, over 31.00 utterances.], tot_loss[loss=0.08756, over 1465204.97 frames. utt_duration=1216 frames, utt_pad_proportion=0.07106, over 4824.93 utterances.], batch size: 31, lr: 2.41e-04
2022-11-24 13:02:53,425 INFO [train.py:818] (0/4) Epoch 23, batch 8550, loss[loss=0.09301, over 7413.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007024, over 22.00 utterances.], tot_loss[loss=0.08819, over 1465287.92 frames. utt_duration=1220 frames, utt_pad_proportion=0.06972, over 4809.39 utterances.], batch size: 22, lr: 2.41e-04
2022-11-24 13:03:30,203 INFO [train.py:818] (0/4) Epoch 23, batch 8600, loss[loss=0.1409, over 7410.00 frames. utt_duration=407.4 frames, utt_pad_proportion=0.3492, over 73.00 utterances.], tot_loss[loss=0.08739, over 1465961.83 frames. utt_duration=1216 frames, utt_pad_proportion=0.07081, over 4829.44 utterances.], batch size: 73, lr: 2.41e-04
2022-11-24 13:04:07,120 INFO [train.py:818] (0/4) Epoch 23, batch 8650, loss[loss=0.0988, over 7181.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006975, over 21.00 utterances.], tot_loss[loss=0.08684, over 1466548.51 frames. utt_duration=1207 frames, utt_pad_proportion=0.07524, over 4865.09 utterances.], batch size: 21, lr: 2.41e-04
2022-11-24 13:04:43,903 INFO [train.py:818] (0/4) Epoch 23, batch 8700, loss[loss=0.1225, over 7302.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007265, over 22.00 utterances.], tot_loss[loss=0.08757, over 1465919.05 frames. utt_duration=1198 frames, utt_pad_proportion=0.08076, over 4902.35 utterances.], batch size: 22, lr: 2.41e-04
2022-11-24 13:05:20,852 INFO [train.py:818] (0/4) Epoch 23, batch 8750, loss[loss=0.118, over 7400.00 frames. utt_duration=443.3 frames, utt_pad_proportion=0.3018, over 67.00 utterances.], tot_loss[loss=0.08723, over 1466788.81 frames. utt_duration=1177 frames, utt_pad_proportion=0.08569, over 4993.35 utterances.], batch size: 67, lr: 2.41e-04
2022-11-24 13:05:55,952 INFO [train.py:818] (0/4) Epoch 23, batch 8800, loss[loss=0.08802, over 7187.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.004945, over 21.00 utterances.], tot_loss[loss=0.08623, over 1465231.22 frames. utt_duration=1207 frames, utt_pad_proportion=0.07625, over 4862.31 utterances.], batch size: 21, lr: 2.41e-04
2022-11-24 13:06:32,176 INFO [train.py:818] (0/4) Epoch 23, batch 8850, loss[loss=0.05606, over 7465.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006812, over 21.00 utterances.], tot_loss[loss=0.08667, over 1466472.91 frames. utt_duration=1190 frames, utt_pad_proportion=0.08033, over 4936.52 utterances.], batch size: 21, lr: 2.41e-04
2022-11-24 13:07:11,710 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-23.pt
2022-11-24 13:07:44,657 INFO [train.py:818] (0/4) Epoch 24, batch 0, loss[loss=0.05335, over 7237.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.03664, over 16.00 utterances.], tot_loss[loss=0.05335, over 7237.00 frames. utt_duration=1811 frames, utt_pad_proportion=0.03664, over 16.00 utterances.], batch size: 16, lr: 2.36e-04
2022-11-24 13:08:20,865 INFO [train.py:818] (0/4) Epoch 24, batch 50, loss[loss=0.05237, over 7300.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006692, over 22.00 utterances.], tot_loss[loss=0.0707, over 330969.19 frames. utt_duration=1297 frames, utt_pad_proportion=0.04826, over 1021.87 utterances.], batch size: 22, lr: 2.36e-04
2022-11-24 13:08:57,664 INFO [train.py:818] (0/4) Epoch 24, batch 100, loss[loss=0.07906, over 7458.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01637, over 24.00 utterances.], tot_loss[loss=0.0736, over 581747.77 frames. utt_duration=1329 frames, utt_pad_proportion=0.03226, over 1753.02 utterances.], batch size: 24, lr: 2.36e-04
2022-11-24 13:09:34,406 INFO [train.py:818] (0/4) Epoch 24, batch 150, loss[loss=0.06759, over 7392.00 frames. utt_duration=1558 frames, utt_pad_proportion=0.005209, over 19.00 utterances.], tot_loss[loss=0.07435, over 777717.20 frames. utt_duration=1331 frames, utt_pad_proportion=0.03485, over 2340.32 utterances.], batch size: 19, lr: 2.36e-04
2022-11-24 13:10:09,741 INFO [train.py:818] (0/4) Epoch 24, batch 200, loss[loss=0.08371, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007042, over 19.00 utterances.], tot_loss[loss=0.07348, over 929939.12 frames. utt_duration=1324 frames, utt_pad_proportion=0.03682, over 2813.08 utterances.], batch size: 19, lr: 2.35e-04
2022-11-24 13:10:46,709 INFO [train.py:818] (0/4) Epoch 24, batch 250, loss[loss=0.06064, over 7386.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.00528, over 21.00 utterances.], tot_loss[loss=0.07277, over 1048077.14 frames. utt_duration=1331 frames, utt_pad_proportion=0.03683, over 3153.16 utterances.], batch size: 21, lr: 2.35e-04
2022-11-24 13:11:22,848 INFO [train.py:818] (0/4) Epoch 24, batch 300, loss[loss=0.08476, over 7196.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.007065, over 18.00 utterances.], tot_loss[loss=0.07244, over 1141432.65 frames. utt_duration=1321 frames, utt_pad_proportion=0.04222, over 3461.11 utterances.], batch size: 18, lr: 2.35e-04
2022-11-24 13:11:58,205 INFO [train.py:818] (0/4) Epoch 24, batch 350, loss[loss=0.07273, over 7437.00 frames. utt_duration=1146 frames, utt_pad_proportion=0.0258, over 26.00 utterances.], tot_loss[loss=0.07178, over 1211871.07 frames. utt_duration=1346 frames, utt_pad_proportion=0.03581, over 3606.04 utterances.], batch size: 26, lr: 2.35e-04
2022-11-24 13:12:35,818 INFO [train.py:818] (0/4) Epoch 24, batch 400, loss[loss=0.07332, over 7391.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004876, over 20.00 utterances.], tot_loss[loss=0.07144, over 1268121.80 frames. utt_duration=1366 frames, utt_pad_proportion=0.03075, over 3716.25 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:13:12,228 INFO [train.py:818] (0/4) Epoch 24, batch 450, loss[loss=0.07559, over 7287.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005453, over 20.00 utterances.], tot_loss[loss=0.07162, over 1312226.90 frames. utt_duration=1316 frames, utt_pad_proportion=0.04348, over 3994.01 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:13:48,995 INFO [train.py:818] (0/4) Epoch 24, batch 500, loss[loss=0.07061, over 7222.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02301, over 25.00 utterances.], tot_loss[loss=0.07332, over 1346499.31 frames. utt_duration=1279 frames, utt_pad_proportion=0.05268, over 4217.55 utterances.], batch size: 25, lr: 2.35e-04
2022-11-24 13:14:28,092 INFO [train.py:818] (0/4) Epoch 24, batch 550, loss[loss=0.06914, over 7294.00 frames. utt_duration=1825 frames, utt_pad_proportion=0.03248, over 16.00 utterances.], tot_loss[loss=0.0727, over 1372605.70 frames. utt_duration=1278 frames, utt_pad_proportion=0.05494, over 4302.74 utterances.], batch size: 16, lr: 2.35e-04
2022-11-24 13:15:03,683 INFO [train.py:818] (0/4) Epoch 24, batch 600, loss[loss=0.06176, over 7195.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006346, over 19.00 utterances.], tot_loss[loss=0.07245, over 1393018.12 frames. utt_duration=1279 frames, utt_pad_proportion=0.05304, over 4362.21 utterances.], batch size: 19, lr: 2.35e-04
2022-11-24 13:15:39,808 INFO [train.py:818] (0/4) Epoch 24, batch 650, loss[loss=0.08758, over 7407.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.006498, over 22.00 utterances.], tot_loss[loss=0.07291, over 1409303.00 frames. utt_duration=1240 frames, utt_pad_proportion=0.06402, over 4550.45 utterances.], batch size: 22, lr: 2.35e-04
2022-11-24 13:16:16,960 INFO [train.py:818] (0/4) Epoch 24, batch 700, loss[loss=0.07403, over 7297.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004939, over 20.00 utterances.], tot_loss[loss=0.0738, over 1422389.99 frames. utt_duration=1253 frames, utt_pad_proportion=0.05881, over 4544.85 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:16:53,038 INFO [train.py:818] (0/4) Epoch 24, batch 750, loss[loss=0.06504, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005345, over 20.00 utterances.], tot_loss[loss=0.07338, over 1430910.57 frames. utt_duration=1260 frames, utt_pad_proportion=0.05674, over 4546.82 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:17:29,063 INFO [train.py:818] (0/4) Epoch 24, batch 800, loss[loss=0.04098, over 7305.00 frames. utt_duration=1540 frames, utt_pad_proportion=0.004695, over 19.00 utterances.], tot_loss[loss=0.07331, over 1439046.93 frames. utt_duration=1276 frames, utt_pad_proportion=0.05144, over 4517.03 utterances.], batch size: 19, lr: 2.35e-04
2022-11-24 13:18:05,962 INFO [train.py:818] (0/4) Epoch 24, batch 850, loss[loss=0.05358, over 7483.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005906, over 20.00 utterances.], tot_loss[loss=0.07304, over 1444549.18 frames. utt_duration=1279 frames, utt_pad_proportion=0.05015, over 4522.15 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:18:41,648 INFO [train.py:818] (0/4) Epoch 24, batch 900, loss[loss=0.07211, over 7469.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.004759, over 21.00 utterances.], tot_loss[loss=0.0736, over 1449745.45 frames. utt_duration=1258 frames, utt_pad_proportion=0.05652, over 4613.71 utterances.], batch size: 21, lr: 2.35e-04
2022-11-24 13:19:18,324 INFO [train.py:818] (0/4) Epoch 24, batch 950, loss[loss=0.0484, over 7214.00 frames. utt_duration=1520 frames, utt_pad_proportion=0.004515, over 19.00 utterances.], tot_loss[loss=0.0744, over 1452510.54 frames. utt_duration=1282 frames, utt_pad_proportion=0.05096, over 4537.68 utterances.], batch size: 19, lr: 2.35e-04
2022-11-24 13:19:54,764 INFO [train.py:818] (0/4) Epoch 24, batch 1000, loss[loss=0.0595, over 7199.00 frames. utt_duration=1601 frames, utt_pad_proportion=0.006035, over 18.00 utterances.], tot_loss[loss=0.07436, over 1454769.63 frames. utt_duration=1300 frames, utt_pad_proportion=0.04345, over 4481.59 utterances.], batch size: 18, lr: 2.35e-04
2022-11-24 13:20:30,060 INFO [train.py:818] (0/4) Epoch 24, batch 1050, loss[loss=0.08919, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004842, over 20.00 utterances.], tot_loss[loss=0.07428, over 1456744.54 frames. utt_duration=1311 frames, utt_pad_proportion=0.04177, over 4450.00 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:21:07,379 INFO [train.py:818] (0/4) Epoch 24, batch 1100, loss[loss=0.06256, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006713, over 19.00 utterances.], tot_loss[loss=0.07474, over 1459186.09 frames. utt_duration=1264 frames, utt_pad_proportion=0.05747, over 4623.43 utterances.], batch size: 19, lr: 2.35e-04
2022-11-24 13:21:43,244 INFO [train.py:818] (0/4) Epoch 24, batch 1150, loss[loss=0.05618, over 7314.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.0085, over 17.00 utterances.], tot_loss[loss=0.07482, over 1460742.53 frames. utt_duration=1247 frames, utt_pad_proportion=0.06079, over 4691.58 utterances.], batch size: 17, lr: 2.35e-04
2022-11-24 13:22:18,713 INFO [train.py:818] (0/4) Epoch 24, batch 1200, loss[loss=0.1243, over 7370.00 frames. utt_duration=441.6 frames, utt_pad_proportion=0.3121, over 67.00 utterances.], tot_loss[loss=0.07491, over 1462256.77 frames. utt_duration=1261 frames, utt_pad_proportion=0.05624, over 4644.74 utterances.], batch size: 67, lr: 2.35e-04
2022-11-24 13:22:56,530 INFO [train.py:818] (0/4) Epoch 24, batch 1250, loss[loss=0.09021, over 7287.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007349, over 19.00 utterances.], tot_loss[loss=0.07554, over 1463107.27 frames. utt_duration=1253 frames, utt_pad_proportion=0.05957, over 4677.73 utterances.], batch size: 19, lr: 2.35e-04
2022-11-24 13:23:31,751 INFO [train.py:818] (0/4) Epoch 24, batch 1300, loss[loss=0.07958, over 7224.00 frames. utt_duration=1206 frames, utt_pad_proportion=0.01404, over 24.00 utterances.], tot_loss[loss=0.07464, over 1462332.11 frames. utt_duration=1261 frames, utt_pad_proportion=0.0547, over 4645.34 utterances.], batch size: 24, lr: 2.35e-04
2022-11-24 13:24:06,620 INFO [train.py:818] (0/4) Epoch 24, batch 1350, loss[loss=0.05122, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.006812, over 21.00 utterances.], tot_loss[loss=0.07383, over 1463237.84 frames. utt_duration=1265 frames, utt_pad_proportion=0.05122, over 4632.00 utterances.], batch size: 21, lr: 2.35e-04
2022-11-24 13:24:43,577 INFO [train.py:818] (0/4) Epoch 24, batch 1400, loss[loss=0.07318, over 7288.00 frames. utt_duration=973.1 frames, utt_pad_proportion=0.05436, over 30.00 utterances.], tot_loss[loss=0.07316, over 1463066.56 frames. utt_duration=1263 frames, utt_pad_proportion=0.05012, over 4640.93 utterances.], batch size: 30, lr: 2.35e-04
2022-11-24 13:25:20,383 INFO [train.py:818] (0/4) Epoch 24, batch 1450, loss[loss=0.06065, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005217, over 21.00 utterances.], tot_loss[loss=0.07343, over 1463751.71 frames. utt_duration=1251 frames, utt_pad_proportion=0.05566, over 4686.61 utterances.], batch size: 21, lr: 2.35e-04
2022-11-24 13:25:55,803 INFO [train.py:818] (0/4) Epoch 24, batch 1500, loss[loss=0.08612, over 7475.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005483, over 21.00 utterances.], tot_loss[loss=0.07452, over 1464203.40 frames. utt_duration=1256 frames, utt_pad_proportion=0.05445, over 4670.09 utterances.], batch size: 21, lr: 2.35e-04
2022-11-24 13:26:34,296 INFO [train.py:818] (0/4) Epoch 24, batch 1550, loss[loss=0.07761, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005995, over 20.00 utterances.], tot_loss[loss=0.07304, over 1463768.19 frames. utt_duration=1288 frames, utt_pad_proportion=0.04732, over 4549.75 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:27:10,825 INFO [train.py:818] (0/4) Epoch 24, batch 1600, loss[loss=0.06136, over 7281.00 frames. utt_duration=1388 frames, utt_pad_proportion=0.005697, over 21.00 utterances.], tot_loss[loss=0.07386, over 1463527.49 frames. utt_duration=1274 frames, utt_pad_proportion=0.0497, over 4601.04 utterances.], batch size: 21, lr: 2.35e-04
2022-11-24 13:27:46,602 INFO [train.py:818] (0/4) Epoch 24, batch 1650, loss[loss=0.03912, over 7104.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005874, over 18.00 utterances.], tot_loss[loss=0.0732, over 1463539.39 frames. utt_duration=1306 frames, utt_pad_proportion=0.04251, over 4488.73 utterances.], batch size: 18, lr: 2.35e-04
2022-11-24 13:28:23,191 INFO [train.py:818] (0/4) Epoch 24, batch 1700, loss[loss=0.05923, over 7284.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.005999, over 21.00 utterances.], tot_loss[loss=0.07422, over 1464105.30 frames. utt_duration=1307 frames, utt_pad_proportion=0.04055, over 4484.66 utterances.], batch size: 21, lr: 2.35e-04
2022-11-24 13:28:58,923 INFO [train.py:818] (0/4) Epoch 24, batch 1750, loss[loss=0.06102, over 7488.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005572, over 19.00 utterances.], tot_loss[loss=0.07298, over 1463458.13 frames. utt_duration=1326 frames, utt_pad_proportion=0.03594, over 4418.57 utterances.], batch size: 19, lr: 2.35e-04
2022-11-24 13:29:34,120 INFO [train.py:818] (0/4) Epoch 24, batch 1800, loss[loss=0.0606, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.00531, over 20.00 utterances.], tot_loss[loss=0.07247, over 1463978.35 frames. utt_duration=1337 frames, utt_pad_proportion=0.03621, over 4384.19 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:30:11,979 INFO [train.py:818] (0/4) Epoch 24, batch 1850, loss[loss=0.05629, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005349, over 20.00 utterances.], tot_loss[loss=0.07311, over 1463807.09 frames. utt_duration=1317 frames, utt_pad_proportion=0.03855, over 4451.56 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:30:47,193 INFO [train.py:818] (0/4) Epoch 24, batch 1900, loss[loss=0.07881, over 7288.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.005995, over 20.00 utterances.], tot_loss[loss=0.07338, over 1465043.72 frames. utt_duration=1290 frames, utt_pad_proportion=0.04795, over 4547.83 utterances.], batch size: 20, lr: 2.35e-04
2022-11-24 13:31:23,990 INFO [train.py:818] (0/4) Epoch 24, batch 1950, loss[loss=0.08538, over 7487.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.01043, over 23.00 utterances.], tot_loss[loss=0.0738, over 1464788.52 frames. utt_duration=1308 frames, utt_pad_proportion=0.04133, over 4484.62 utterances.], batch size: 23, lr: 2.34e-04
2022-11-24 13:32:02,472 INFO [train.py:818] (0/4) Epoch 24, batch 2000, loss[loss=0.08214, over 7186.00 frames. utt_duration=1514 frames, utt_pad_proportion=0.007726, over 19.00 utterances.], tot_loss[loss=0.07379, over 1464398.53 frames. utt_duration=1264 frames, utt_pad_proportion=0.05755, over 4640.72 utterances.], batch size: 19, lr: 2.34e-04
2022-11-24 13:32:37,534 INFO [train.py:818] (0/4) Epoch 24, batch 2050, loss[loss=0.04729, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.00669, over 18.00 utterances.], tot_loss[loss=0.07339, over 1464499.54 frames. utt_duration=1270 frames, utt_pad_proportion=0.05286, over 4619.27 utterances.], batch size: 18, lr: 2.34e-04
2022-11-24 13:33:13,541 INFO [train.py:818] (0/4) Epoch 24, batch 2100, loss[loss=0.06326, over 7459.00 frames. utt_duration=1659 frames, utt_pad_proportion=0.006487, over 18.00 utterances.], tot_loss[loss=0.07272, over 1464037.96 frames. utt_duration=1275 frames, utt_pad_proportion=0.05094, over 4596.89 utterances.], batch size: 18, lr: 2.34e-04
2022-11-24 13:33:50,433 INFO [train.py:818] (0/4) Epoch 24, batch 2150, loss[loss=0.06619, over 7163.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008917, over 17.00 utterances.], tot_loss[loss=0.07279, over 1463992.32 frames. utt_duration=1303 frames, utt_pad_proportion=0.04374, over 4499.49 utterances.], batch size: 17, lr: 2.34e-04
2022-11-24 13:34:25,839 INFO [train.py:818] (0/4) Epoch 24, batch 2200, loss[loss=0.06511, over 7302.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.008515, over 17.00 utterances.], tot_loss[loss=0.07237, over 1464105.08 frames. utt_duration=1292 frames, utt_pad_proportion=0.04451, over 4537.33 utterances.], batch size: 17, lr: 2.34e-04
2022-11-24 13:35:03,980 INFO [train.py:818] (0/4) Epoch 24, batch 2250, loss[loss=0.06866, over 7413.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.006924, over 22.00 utterances.], tot_loss[loss=0.07299, over 1465383.16 frames. utt_duration=1314 frames, utt_pad_proportion=0.0384, over 4467.37 utterances.], batch size: 22, lr: 2.34e-04
2022-11-24 13:35:39,460 INFO [train.py:818] (0/4) Epoch 24, batch 2300, loss[loss=0.08869, over 7363.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.007039, over 23.00 utterances.], tot_loss[loss=0.07438, over 1464927.15 frames. utt_duration=1326 frames, utt_pad_proportion=0.03354, over 4422.72 utterances.], batch size: 23, lr: 2.34e-04
2022-11-24 13:36:15,536 INFO [train.py:818] (0/4) Epoch 24, batch 2350, loss[loss=0.08356, over 7479.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01354, over 24.00 utterances.], tot_loss[loss=0.07426, over 1466388.79 frames. utt_duration=1320 frames, utt_pad_proportion=0.03463, over 4449.06 utterances.], batch size: 24, lr: 2.34e-04
2022-11-24 13:36:52,627 INFO [train.py:818] (0/4) Epoch 24, batch 2400, loss[loss=0.0816, over 7487.00 frames. utt_duration=1303 frames, utt_pad_proportion=0.008074, over 23.00 utterances.], tot_loss[loss=0.07361, over 1465387.14 frames. utt_duration=1333 frames, utt_pad_proportion=0.03123, over 4401.58 utterances.], batch size: 23, lr: 2.34e-04
2022-11-24 13:37:30,387 INFO [train.py:818] (0/4) Epoch 24, batch 2450, loss[loss=0.07924, over 7297.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004363, over 20.00 utterances.], tot_loss[loss=0.07398, over 1465757.62 frames. utt_duration=1331 frames, utt_pad_proportion=0.03207, over 4411.33 utterances.], batch size: 20, lr: 2.34e-04
2022-11-24 13:38:06,151 INFO [train.py:818] (0/4) Epoch 24, batch 2500, loss[loss=0.07977, over 7485.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02424, over 26.00 utterances.], tot_loss[loss=0.07437, over 1465268.57 frames. utt_duration=1345 frames, utt_pad_proportion=0.03193, over 4361.59 utterances.], batch size: 26, lr: 2.34e-04
2022-11-24 13:38:44,442 INFO [train.py:818] (0/4) Epoch 24, batch 2550, loss[loss=0.05874, over 7196.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006138, over 20.00 utterances.], tot_loss[loss=0.07334, over 1465299.85 frames. utt_duration=1348 frames, utt_pad_proportion=0.03456, over 4353.41 utterances.], batch size: 20, lr: 2.34e-04
2022-11-24 13:39:23,050 INFO [train.py:818] (0/4) Epoch 24, batch 2600, loss[loss=0.09819, over 7485.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005936, over 19.00 utterances.], tot_loss[loss=0.07479, over 1465491.95 frames. utt_duration=1328 frames, utt_pad_proportion=0.04112, over 4419.91 utterances.], batch size: 19, lr: 2.34e-04
2022-11-24 13:39:59,421 INFO [train.py:818] (0/4) Epoch 24, batch 2650, loss[loss=0.05757, over 7107.00 frames. utt_duration=1581 frames, utt_pad_proportion=0.005105, over 18.00 utterances.], tot_loss[loss=0.07486, over 1465790.63 frames. utt_duration=1317 frames, utt_pad_proportion=0.042, over 4458.23 utterances.], batch size: 18, lr: 2.34e-04
2022-11-24 13:40:37,054 INFO [train.py:818] (0/4) Epoch 24, batch 2700, loss[loss=0.06404, over 7465.00 frames. utt_duration=1150 frames, utt_pad_proportion=0.0231, over 26.00 utterances.], tot_loss[loss=0.07476, over 1465468.03 frames. utt_duration=1297 frames, utt_pad_proportion=0.04658, over 4525.12 utterances.], batch size: 26, lr: 2.34e-04
2022-11-24 13:41:13,882 INFO [train.py:818] (0/4) Epoch 24, batch 2750, loss[loss=0.06852, over 7414.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007024, over 22.00 utterances.], tot_loss[loss=0.07584, over 1465504.47 frames. utt_duration=1281 frames, utt_pad_proportion=0.05106, over 4581.79 utterances.], batch size: 22, lr: 2.34e-04
2022-11-24 13:41:49,709 INFO [train.py:818] (0/4) Epoch 24, batch 2800, loss[loss=0.08136, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.00639, over 21.00 utterances.], tot_loss[loss=0.07494, over 1465896.95 frames. utt_duration=1284 frames, utt_pad_proportion=0.05002, over 4571.13 utterances.], batch size: 21, lr: 2.34e-04
2022-11-24 13:42:26,987 INFO [train.py:818] (0/4) Epoch 24, batch 2850, loss[loss=0.05828, over 7216.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01687, over 24.00 utterances.], tot_loss[loss=0.07382, over 1466236.10 frames. utt_duration=1294 frames, utt_pad_proportion=0.04915, over 4538.76 utterances.], batch size: 24, lr: 2.34e-04
2022-11-24 13:43:01,897 INFO [train.py:818] (0/4) Epoch 24, batch 2900, loss[loss=0.058, over 7431.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.009587, over 18.00 utterances.], tot_loss[loss=0.07355, over 1466154.94 frames. utt_duration=1313 frames, utt_pad_proportion=0.04298, over 4472.05 utterances.], batch size: 18, lr: 2.34e-04
2022-11-24 13:43:38,278 INFO [train.py:818] (0/4) Epoch 24, batch 2950, loss[loss=0.06059, over 7334.00 frames. utt_duration=1631 frames, utt_pad_proportion=0.005318, over 18.00 utterances.], tot_loss[loss=0.07266, over 1466452.29 frames. utt_duration=1309 frames, utt_pad_proportion=0.04172, over 4485.36 utterances.], batch size: 18, lr: 2.34e-04
2022-11-24 13:44:15,454 INFO [train.py:818] (0/4) Epoch 24, batch 3000, loss[loss=0.07665, over 7364.00 frames. utt_duration=1092 frames, utt_pad_proportion=0.0246, over 27.00 utterances.], tot_loss[loss=0.0726, over 1465922.80 frames. utt_duration=1316 frames, utt_pad_proportion=0.04014, over 4460.18 utterances.], batch size: 27, lr: 2.34e-04
2022-11-24 13:44:15,455 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 13:44:35,382 INFO [train.py:847] (0/4) Epoch 24, validation: loss=0.05027, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 13:45:12,192 INFO [train.py:818] (0/4) Epoch 24, batch 3050, loss[loss=0.08504, over 7230.00 frames. utt_duration=965.7 frames, utt_pad_proportion=0.06148, over 30.00 utterances.], tot_loss[loss=0.07299, over 1465317.63 frames. utt_duration=1316 frames, utt_pad_proportion=0.04033, over 4459.05 utterances.], batch size: 30, lr: 2.34e-04
2022-11-24 13:45:50,235 INFO [train.py:818] (0/4) Epoch 24, batch 3100, loss[loss=0.05015, over 7180.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.006872, over 21.00 utterances.], tot_loss[loss=0.07164, over 1464150.99 frames. utt_duration=1315 frames, utt_pad_proportion=0.04127, over 4460.22 utterances.], batch size: 21, lr: 2.34e-04
2022-11-24 13:46:26,921 INFO [train.py:818] (0/4) Epoch 24, batch 3150, loss[loss=0.04876, over 7423.00 frames. utt_duration=1651 frames, utt_pad_proportion=0.008275, over 18.00 utterances.], tot_loss[loss=0.07133, over 1465581.66 frames. utt_duration=1299 frames, utt_pad_proportion=0.04682, over 4519.67 utterances.], batch size: 18, lr: 2.34e-04
2022-11-24 13:47:05,038 INFO [train.py:818] (0/4) Epoch 24, batch 3200, loss[loss=0.08934, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004323, over 21.00 utterances.], tot_loss[loss=0.07187, over 1466597.70 frames. utt_duration=1284 frames, utt_pad_proportion=0.05024, over 4572.77 utterances.], batch size: 21, lr: 2.34e-04
2022-11-24 13:47:41,574 INFO [train.py:818] (0/4) Epoch 24, batch 3250, loss[loss=0.05733, over 7213.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004103, over 20.00 utterances.], tot_loss[loss=0.07185, over 1467256.85 frames. utt_duration=1273 frames, utt_pad_proportion=0.0513, over 4614.15 utterances.], batch size: 20, lr: 2.34e-04
2022-11-24 13:48:17,980 INFO [train.py:818] (0/4) Epoch 24, batch 3300, loss[loss=0.07065, over 7170.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.007841, over 22.00 utterances.], tot_loss[loss=0.07225, over 1465926.87 frames. utt_duration=1269 frames, utt_pad_proportion=0.05687, over 4624.97 utterances.], batch size: 22, lr: 2.34e-04
2022-11-24 13:48:57,488 INFO [train.py:818] (0/4) Epoch 24, batch 3350, loss[loss=0.07099, over 7290.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005181, over 21.00 utterances.], tot_loss[loss=0.07298, over 1466235.63 frames. utt_duration=1221 frames, utt_pad_proportion=0.07101, over 4810.74 utterances.], batch size: 21, lr: 2.34e-04
2022-11-24 13:49:33,875 INFO [train.py:818] (0/4) Epoch 24, batch 3400, loss[loss=0.05142, over 7101.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006049, over 18.00 utterances.], tot_loss[loss=0.07225, over 1466950.87 frames. utt_duration=1197 frames, utt_pad_proportion=0.07354, over 4908.30 utterances.], batch size: 18, lr: 2.34e-04
2022-11-24 13:50:03,108 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-208000.pt
2022-11-24 13:50:23,188 INFO [train.py:818] (0/4) Epoch 24, batch 3450, loss[loss=0.08685, over 7297.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03529, over 27.00 utterances.], tot_loss[loss=0.072, over 1466794.82 frames. utt_duration=1233 frames, utt_pad_proportion=0.06196, over 4765.73 utterances.], batch size: 27, lr: 2.34e-04
2022-11-24 13:51:01,436 INFO [train.py:818] (0/4) Epoch 24, batch 3500, loss[loss=0.09714, over 7468.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.006247, over 21.00 utterances.], tot_loss[loss=0.07288, over 1466632.42 frames. utt_duration=1245 frames, utt_pad_proportion=0.05481, over 4716.41 utterances.], batch size: 21, lr: 2.34e-04
2022-11-24 13:51:37,577 INFO [train.py:818] (0/4) Epoch 24, batch 3550, loss[loss=0.06202, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006687, over 19.00 utterances.], tot_loss[loss=0.07383, over 1466384.52 frames. utt_duration=1256 frames, utt_pad_proportion=0.05281, over 4674.04 utterances.], batch size: 19, lr: 2.34e-04
2022-11-24 13:52:13,153 INFO [train.py:818] (0/4) Epoch 24, batch 3600, loss[loss=0.0669, over 7390.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007015, over 19.00 utterances.], tot_loss[loss=0.07378, over 1465836.07 frames. utt_duration=1281 frames, utt_pad_proportion=0.04814, over 4581.32 utterances.], batch size: 19, lr: 2.34e-04
2022-11-24 13:52:51,494 INFO [train.py:818] (0/4) Epoch 24, batch 3650, loss[loss=0.05868, over 7300.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.005242, over 20.00 utterances.], tot_loss[loss=0.07312, over 1465608.60 frames. utt_duration=1272 frames, utt_pad_proportion=0.05347, over 4613.49 utterances.], batch size: 20, lr: 2.34e-04
2022-11-24 13:53:28,339 INFO [train.py:818] (0/4) Epoch 24, batch 3700, loss[loss=0.0643, over 7167.00 frames. utt_duration=1688 frames, utt_pad_proportion=0.00867, over 17.00 utterances.], tot_loss[loss=0.07276, over 1464649.26 frames. utt_duration=1300 frames, utt_pad_proportion=0.04604, over 4510.36 utterances.], batch size: 17, lr: 2.34e-04
2022-11-24 13:54:06,024 INFO [train.py:818] (0/4) Epoch 24, batch 3750, loss[loss=0.05476, over 7481.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006005, over 20.00 utterances.], tot_loss[loss=0.07293, over 1465152.74 frames. utt_duration=1264 frames, utt_pad_proportion=0.05514, over 4640.44 utterances.], batch size: 20, lr: 2.33e-04
2022-11-24 13:54:42,246 INFO [train.py:818] (0/4) Epoch 24, batch 3800, loss[loss=0.06743, over 7266.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03852, over 27.00 utterances.], tot_loss[loss=0.07305, over 1466376.75 frames. utt_duration=1249 frames, utt_pad_proportion=0.06085, over 4700.66 utterances.], batch size: 27, lr: 2.33e-04
2022-11-24 13:55:17,964 INFO [train.py:818] (0/4) Epoch 24, batch 3850, loss[loss=0.1161, over 7285.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03591, over 27.00 utterances.], tot_loss[loss=0.07292, over 1466745.30 frames. utt_duration=1255 frames, utt_pad_proportion=0.05677, over 4680.44 utterances.], batch size: 27, lr: 2.33e-04
2022-11-24 13:55:54,997 INFO [train.py:818] (0/4) Epoch 24, batch 3900, loss[loss=0.07239, over 7141.00 frames. utt_duration=1682 frames, utt_pad_proportion=0.01021, over 17.00 utterances.], tot_loss[loss=0.0726, over 1466993.44 frames. utt_duration=1231 frames, utt_pad_proportion=0.06429, over 4771.33 utterances.], batch size: 17, lr: 2.33e-04
2022-11-24 13:56:31,731 INFO [train.py:818] (0/4) Epoch 24, batch 3950, loss[loss=0.07927, over 7201.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005553, over 19.00 utterances.], tot_loss[loss=0.07252, over 1467556.90 frames. utt_duration=1208 frames, utt_pad_proportion=0.07241, over 4863.59 utterances.], batch size: 19, lr: 2.33e-04
2022-11-24 13:57:07,442 INFO [train.py:818] (0/4) Epoch 24, batch 4000, loss[loss=0.09107, over 7315.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.00776, over 17.00 utterances.], tot_loss[loss=0.07255, over 1467207.02 frames. utt_duration=1225 frames, utt_pad_proportion=0.06852, over 4796.03 utterances.], batch size: 17, lr: 2.33e-04
2022-11-24 13:57:45,669 INFO [train.py:818] (0/4) Epoch 24, batch 4050, loss[loss=0.07107, over 7182.00 frames. utt_duration=1598 frames, utt_pad_proportion=0.007591, over 18.00 utterances.], tot_loss[loss=0.07385, over 1466636.31 frames. utt_duration=1224 frames, utt_pad_proportion=0.06601, over 4798.16 utterances.], batch size: 18, lr: 2.33e-04
2022-11-24 13:58:21,518 INFO [train.py:818] (0/4) Epoch 24, batch 4100, loss[loss=0.06629, over 7478.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.006009, over 20.00 utterances.], tot_loss[loss=0.07483, over 1465659.10 frames. utt_duration=1229 frames, utt_pad_proportion=0.06578, over 4777.42 utterances.], batch size: 20, lr: 2.33e-04
2022-11-24 13:58:58,324 INFO [train.py:818] (0/4) Epoch 24, batch 4150, loss[loss=0.08472, over 7455.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01579, over 24.00 utterances.], tot_loss[loss=0.07555, over 1465969.79 frames. utt_duration=1212 frames, utt_pad_proportion=0.07145, over 4845.28 utterances.], batch size: 24, lr: 2.33e-04
2022-11-24 13:59:34,974 INFO [train.py:818] (0/4) Epoch 24, batch 4200, loss[loss=0.09752, over 7223.00 frames. utt_duration=1807 frames, utt_pad_proportion=0.0402, over 16.00 utterances.], tot_loss[loss=0.07609, over 1466234.75 frames. utt_duration=1235 frames, utt_pad_proportion=0.06436, over 4753.27 utterances.], batch size: 16, lr: 2.33e-04
2022-11-24 14:00:11,802 INFO [train.py:818] (0/4) Epoch 24, batch 4250, loss[loss=0.04563, over 7311.00 frames. utt_duration=1722 frames, utt_pad_proportion=0.008602, over 17.00 utterances.], tot_loss[loss=0.07652, over 1465448.29 frames. utt_duration=1260 frames, utt_pad_proportion=0.05688, over 4658.71 utterances.], batch size: 17, lr: 2.33e-04
2022-11-24 14:00:46,736 INFO [train.py:818] (0/4) Epoch 24, batch 4300, loss[loss=0.05582, over 7287.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006267, over 21.00 utterances.], tot_loss[loss=0.07719, over 1464703.94 frames. utt_duration=1263 frames, utt_pad_proportion=0.05414, over 4645.88 utterances.], batch size: 21, lr: 2.33e-04
2022-11-24 14:01:23,815 INFO [train.py:818] (0/4) Epoch 24, batch 4350, loss[loss=0.1143, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.00882, over 22.00 utterances.], tot_loss[loss=0.0788, over 1465349.48 frames. utt_duration=1267 frames, utt_pad_proportion=0.05143, over 4633.12 utterances.], batch size: 22, lr: 2.33e-04
2022-11-24 14:02:00,553 INFO [train.py:818] (0/4) Epoch 24, batch 4400, loss[loss=0.08219, over 7290.00 frames. utt_duration=1824 frames, utt_pad_proportion=0.04328, over 16.00 utterances.], tot_loss[loss=0.08038, over 1465614.33 frames. utt_duration=1251 frames, utt_pad_proportion=0.05716, over 4690.27 utterances.], batch size: 16, lr: 2.33e-04
2022-11-24 14:02:36,283 INFO [train.py:818] (0/4) Epoch 24, batch 4450, loss[loss=0.09158, over 7320.00 frames. utt_duration=752.2 frames, utt_pad_proportion=0.1354, over 39.00 utterances.], tot_loss[loss=0.08212, over 1465435.85 frames. utt_duration=1265 frames, utt_pad_proportion=0.0538, over 4641.16 utterances.], batch size: 39, lr: 2.33e-04
2022-11-24 14:03:14,679 INFO [train.py:818] (0/4) Epoch 24, batch 4500, loss[loss=0.1121, over 7293.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.02795, over 27.00 utterances.], tot_loss[loss=0.0843, over 1465822.46 frames. utt_duration=1272 frames, utt_pad_proportion=0.05123, over 4615.10 utterances.], batch size: 27, lr: 2.33e-04
2022-11-24 14:03:51,088 INFO [train.py:818] (0/4) Epoch 24, batch 4550, loss[loss=0.1297, over 7349.00 frames. utt_duration=415.3 frames, utt_pad_proportion=0.3521, over 71.00 utterances.], tot_loss[loss=0.08522, over 1465099.34 frames. utt_duration=1219 frames, utt_pad_proportion=0.07072, over 4814.00 utterances.], batch size: 71, lr: 2.33e-04
2022-11-24 14:04:27,969 INFO [train.py:818] (0/4) Epoch 24, batch 4600, loss[loss=0.05405, over 7173.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.007707, over 17.00 utterances.], tot_loss[loss=0.08588, over 1464528.75 frames. utt_duration=1232 frames, utt_pad_proportion=0.06818, over 4758.85 utterances.], batch size: 17, lr: 2.33e-04
2022-11-24 14:05:04,813 INFO [train.py:818] (0/4) Epoch 24, batch 4650, loss[loss=0.07889, over 7410.00 frames. utt_duration=761.6 frames, utt_pad_proportion=0.1246, over 39.00 utterances.], tot_loss[loss=0.08725, over 1464035.47 frames. utt_duration=1237 frames, utt_pad_proportion=0.06359, over 4740.59 utterances.], batch size: 39, lr: 2.33e-04
2022-11-24 14:05:40,729 INFO [train.py:818] (0/4) Epoch 24, batch 4700, loss[loss=0.06053, over 7309.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.005945, over 22.00 utterances.], tot_loss[loss=0.08626, over 1463983.77 frames. utt_duration=1253 frames, utt_pad_proportion=0.06015, over 4679.53 utterances.], batch size: 22, lr: 2.33e-04
2022-11-24 14:06:18,080 INFO [train.py:818] (0/4) Epoch 24, batch 4750, loss[loss=0.08642, over 7297.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.005107, over 19.00 utterances.], tot_loss[loss=0.08636, over 1464516.71 frames. utt_duration=1254 frames, utt_pad_proportion=0.05641, over 4677.46 utterances.], batch size: 19, lr: 2.33e-04
2022-11-24 14:06:54,468 INFO [train.py:818] (0/4) Epoch 24, batch 4800, loss[loss=0.05279, over 7178.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.00739, over 21.00 utterances.], tot_loss[loss=0.08679, over 1463109.91 frames. utt_duration=1275 frames, utt_pad_proportion=0.05364, over 4594.79 utterances.], batch size: 21, lr: 2.33e-04
2022-11-24 14:07:31,985 INFO [train.py:818] (0/4) Epoch 24, batch 4850, loss[loss=0.08543, over 7180.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.007731, over 22.00 utterances.], tot_loss[loss=0.08735, over 1463196.60 frames. utt_duration=1287 frames, utt_pad_proportion=0.04719, over 4553.50 utterances.], batch size: 22, lr: 2.33e-04
2022-11-24 14:08:09,167 INFO [train.py:818] (0/4) Epoch 24, batch 4900, loss[loss=0.08458, over 7410.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007559, over 22.00 utterances.], tot_loss[loss=0.0877, over 1464528.22 frames. utt_duration=1268 frames, utt_pad_proportion=0.05233, over 4624.84 utterances.], batch size: 22, lr: 2.33e-04
2022-11-24 14:08:47,463 INFO [train.py:818] (0/4) Epoch 24, batch 4950, loss[loss=0.07895, over 7391.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.004977, over 21.00 utterances.], tot_loss[loss=0.08793, over 1464501.51 frames. utt_duration=1257 frames, utt_pad_proportion=0.05479, over 4667.38 utterances.], batch size: 21, lr: 2.33e-04
2022-11-24 14:09:22,936 INFO [train.py:818] (0/4) Epoch 24, batch 5000, loss[loss=0.1154, over 7412.00 frames. utt_duration=444 frames, utt_pad_proportion=0.3084, over 67.00 utterances.], tot_loss[loss=0.08802, over 1464548.28 frames. utt_duration=1248 frames, utt_pad_proportion=0.05798, over 4699.26 utterances.], batch size: 67, lr: 2.33e-04
2022-11-24 14:10:01,471 INFO [train.py:818] (0/4) Epoch 24, batch 5050, loss[loss=0.06965, over 7419.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007086, over 22.00 utterances.], tot_loss[loss=0.08894, over 1464933.58 frames. utt_duration=1233 frames, utt_pad_proportion=0.06185, over 4758.12 utterances.], batch size: 22, lr: 2.33e-04
2022-11-24 14:10:37,680 INFO [train.py:818] (0/4) Epoch 24, batch 5100, loss[loss=0.09679, over 7472.00 frames. utt_duration=441 frames, utt_pad_proportion=0.3098, over 68.00 utterances.], tot_loss[loss=0.0892, over 1464786.01 frames. utt_duration=1205 frames, utt_pad_proportion=0.07168, over 4868.07 utterances.], batch size: 68, lr: 2.33e-04
2022-11-24 14:11:14,802 INFO [train.py:818] (0/4) Epoch 24, batch 5150, loss[loss=0.09365, over 7406.00 frames. utt_duration=1348 frames, utt_pad_proportion=0.008195, over 22.00 utterances.], tot_loss[loss=0.08857, over 1465137.37 frames. utt_duration=1208 frames, utt_pad_proportion=0.07217, over 4859.20 utterances.], batch size: 22, lr: 2.33e-04
2022-11-24 14:11:52,928 INFO [train.py:818] (0/4) Epoch 24, batch 5200, loss[loss=0.1501, over 7377.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006759, over 20.00 utterances.], tot_loss[loss=0.08971, over 1465687.70 frames. utt_duration=1181 frames, utt_pad_proportion=0.08093, over 4970.80 utterances.], batch size: 20, lr: 2.33e-04
2022-11-24 14:12:28,407 INFO [train.py:818] (0/4) Epoch 24, batch 5250, loss[loss=0.06528, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006566, over 19.00 utterances.], tot_loss[loss=0.08874, over 1465764.22 frames. utt_duration=1198 frames, utt_pad_proportion=0.07258, over 4901.54 utterances.], batch size: 19, lr: 2.33e-04
2022-11-24 14:13:06,023 INFO [train.py:818] (0/4) Epoch 24, batch 5300, loss[loss=0.09326, over 7388.00 frames. utt_duration=1409 frames, utt_pad_proportion=0.005145, over 21.00 utterances.], tot_loss[loss=0.09022, over 1465356.88 frames. utt_duration=1205 frames, utt_pad_proportion=0.06992, over 4870.13 utterances.], batch size: 21, lr: 2.33e-04
2022-11-24 14:13:42,200 INFO [train.py:818] (0/4) Epoch 24, batch 5350, loss[loss=0.08006, over 7192.00 frames. utt_duration=1309 frames, utt_pad_proportion=0.006794, over 22.00 utterances.], tot_loss[loss=0.08907, over 1465148.50 frames. utt_duration=1232 frames, utt_pad_proportion=0.06154, over 4762.13 utterances.], batch size: 22, lr: 2.33e-04
2022-11-24 14:14:17,751 INFO [train.py:818] (0/4) Epoch 24, batch 5400, loss[loss=0.08023, over 7278.00 frames. utt_duration=1387 frames, utt_pad_proportion=0.006817, over 21.00 utterances.], tot_loss[loss=0.08895, over 1465967.90 frames. utt_duration=1212 frames, utt_pad_proportion=0.06713, over 4845.76 utterances.], batch size: 21, lr: 2.33e-04
2022-11-24 14:14:55,014 INFO [train.py:818] (0/4) Epoch 24, batch 5450, loss[loss=0.1131, over 7467.00 frames. utt_duration=767.6 frames, utt_pad_proportion=0.1157, over 39.00 utterances.], tot_loss[loss=0.08875, over 1465197.24 frames. utt_duration=1219 frames, utt_pad_proportion=0.06877, over 4815.59 utterances.], batch size: 39, lr: 2.33e-04
2022-11-24 14:15:32,320 INFO [train.py:818] (0/4) Epoch 24, batch 5500, loss[loss=0.1014, over 7471.00 frames. utt_duration=1246 frames, utt_pad_proportion=0.01472, over 24.00 utterances.], tot_loss[loss=0.08775, over 1465254.08 frames. utt_duration=1239 frames, utt_pad_proportion=0.06404, over 4734.72 utterances.], batch size: 24, lr: 2.33e-04
2022-11-24 14:16:09,048 INFO [train.py:818] (0/4) Epoch 24, batch 5550, loss[loss=0.1038, over 7255.00 frames. utt_duration=1211 frames, utt_pad_proportion=0.0123, over 24.00 utterances.], tot_loss[loss=0.08803, over 1464746.53 frames. utt_duration=1240 frames, utt_pad_proportion=0.06328, over 4729.48 utterances.], batch size: 24, lr: 2.32e-04
2022-11-24 14:16:47,547 INFO [train.py:818] (0/4) Epoch 24, batch 5600, loss[loss=0.06028, over 7294.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004363, over 20.00 utterances.], tot_loss[loss=0.08769, over 1465680.62 frames. utt_duration=1207 frames, utt_pad_proportion=0.07284, over 4863.14 utterances.], batch size: 20, lr: 2.32e-04
2022-11-24 14:17:22,421 INFO [train.py:818] (0/4) Epoch 24, batch 5650, loss[loss=0.124, over 7322.00 frames. utt_duration=408.5 frames, utt_pad_proportion=0.3454, over 72.00 utterances.], tot_loss[loss=0.08745, over 1464532.31 frames. utt_duration=1227 frames, utt_pad_proportion=0.06619, over 4780.22 utterances.], batch size: 72, lr: 2.32e-04
2022-11-24 14:17:59,640 INFO [train.py:818] (0/4) Epoch 24, batch 5700, loss[loss=0.1065, over 7322.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.007482, over 18.00 utterances.], tot_loss[loss=0.08681, over 1463871.56 frames. utt_duration=1223 frames, utt_pad_proportion=0.06681, over 4792.35 utterances.], batch size: 18, lr: 2.32e-04
2022-11-24 14:18:36,619 INFO [train.py:818] (0/4) Epoch 24, batch 5750, loss[loss=0.08893, over 7294.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005382, over 21.00 utterances.], tot_loss[loss=0.08724, over 1463654.10 frames. utt_duration=1214 frames, utt_pad_proportion=0.06588, over 4826.93 utterances.], batch size: 21, lr: 2.32e-04
2022-11-24 14:19:12,053 INFO [train.py:818] (0/4) Epoch 24, batch 5800, loss[loss=0.1207, over 7483.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02562, over 26.00 utterances.], tot_loss[loss=0.08775, over 1463046.22 frames. utt_duration=1231 frames, utt_pad_proportion=0.05923, over 4759.89 utterances.], batch size: 26, lr: 2.32e-04
2022-11-24 14:19:50,833 INFO [train.py:818] (0/4) Epoch 24, batch 5850, loss[loss=0.1068, over 7289.00 frames. utt_duration=1327 frames, utt_pad_proportion=0.008527, over 22.00 utterances.], tot_loss[loss=0.08843, over 1464109.99 frames. utt_duration=1194 frames, utt_pad_proportion=0.06917, over 4910.64 utterances.], batch size: 22, lr: 2.32e-04
2022-11-24 14:20:27,007 INFO [train.py:818] (0/4) Epoch 24, batch 5900, loss[loss=0.09035, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.007406, over 22.00 utterances.], tot_loss[loss=0.08927, over 1465168.64 frames. utt_duration=1187 frames, utt_pad_proportion=0.07217, over 4942.18 utterances.], batch size: 22, lr: 2.32e-04
2022-11-24 14:21:02,397 INFO [train.py:818] (0/4) Epoch 24, batch 5950, loss[loss=0.0814, over 7424.00 frames. utt_duration=959.3 frames, utt_pad_proportion=0.07042, over 31.00 utterances.], tot_loss[loss=0.08831, over 1464598.91 frames. utt_duration=1216 frames, utt_pad_proportion=0.06497, over 4822.67 utterances.], batch size: 31, lr: 2.32e-04
2022-11-24 14:21:39,934 INFO [train.py:818] (0/4) Epoch 24, batch 6000, loss[loss=0.111, over 7291.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.00596, over 20.00 utterances.], tot_loss[loss=0.08799, over 1464279.43 frames. utt_duration=1236 frames, utt_pad_proportion=0.05923, over 4743.61 utterances.], batch size: 20, lr: 2.32e-04
2022-11-24 14:21:39,936 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 14:21:59,981 INFO [train.py:847] (0/4) Epoch 24, validation: loss=0.04634, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 14:22:36,006 INFO [train.py:818] (0/4) Epoch 24, batch 6050, loss[loss=0.05035, over 7485.00 frames. utt_duration=1577 frames, utt_pad_proportion=0.006662, over 19.00 utterances.], tot_loss[loss=0.08769, over 1464631.21 frames. utt_duration=1224 frames, utt_pad_proportion=0.0639, over 4791.59 utterances.], batch size: 19, lr: 2.32e-04
2022-11-24 14:23:14,177 INFO [train.py:818] (0/4) Epoch 24, batch 6100, loss[loss=0.08528, over 7289.00 frames. utt_duration=1389 frames, utt_pad_proportion=0.006131, over 21.00 utterances.], tot_loss[loss=0.08739, over 1464039.42 frames. utt_duration=1252 frames, utt_pad_proportion=0.05466, over 4684.24 utterances.], batch size: 21, lr: 2.32e-04
2022-11-24 14:23:51,999 INFO [train.py:818] (0/4) Epoch 24, batch 6150, loss[loss=0.09619, over 7240.00 frames. utt_duration=1074 frames, utt_pad_proportion=0.04281, over 27.00 utterances.], tot_loss[loss=0.08808, over 1463790.94 frames. utt_duration=1244 frames, utt_pad_proportion=0.05727, over 4712.33 utterances.], batch size: 27, lr: 2.32e-04
2022-11-24 14:24:27,868 INFO [train.py:818] (0/4) Epoch 24, batch 6200, loss[loss=0.06111, over 7308.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007462, over 18.00 utterances.], tot_loss[loss=0.08875, over 1464693.21 frames. utt_duration=1243 frames, utt_pad_proportion=0.0564, over 4719.34 utterances.], batch size: 18, lr: 2.32e-04
2022-11-24 14:25:05,458 INFO [train.py:818] (0/4) Epoch 24, batch 6250, loss[loss=0.06927, over 7269.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.0403, over 16.00 utterances.], tot_loss[loss=0.08839, over 1465170.74 frames. utt_duration=1270 frames, utt_pad_proportion=0.04882, over 4621.90 utterances.], batch size: 16, lr: 2.32e-04
2022-11-24 14:25:40,594 INFO [train.py:818] (0/4) Epoch 24, batch 6300, loss[loss=0.07169, over 7256.00 frames. utt_duration=1816 frames, utt_pad_proportion=0.0307, over 16.00 utterances.], tot_loss[loss=0.08777, over 1464808.53 frames. utt_duration=1286 frames, utt_pad_proportion=0.04732, over 4560.64 utterances.], batch size: 16, lr: 2.32e-04
2022-11-24 14:26:17,151 INFO [train.py:818] (0/4) Epoch 24, batch 6350, loss[loss=0.06998, over 7419.00 frames. utt_duration=1350 frames, utt_pad_proportion=0.007086, over 22.00 utterances.], tot_loss[loss=0.08733, over 1465595.49 frames. utt_duration=1273 frames, utt_pad_proportion=0.05084, over 4610.55 utterances.], batch size: 22, lr: 2.32e-04
2022-11-24 14:26:54,716 INFO [train.py:818] (0/4) Epoch 24, batch 6400, loss[loss=0.04743, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005414, over 20.00 utterances.], tot_loss[loss=0.08698, over 1465795.11 frames. utt_duration=1293 frames, utt_pad_proportion=0.04808, over 4538.51 utterances.], batch size: 20, lr: 2.32e-04
2022-11-24 14:27:32,233 INFO [train.py:818] (0/4) Epoch 24, batch 6450, loss[loss=0.09794, over 7345.00 frames. utt_duration=755 frames, utt_pad_proportion=0.1332, over 39.00 utterances.], tot_loss[loss=0.08769, over 1465572.77 frames. utt_duration=1240 frames, utt_pad_proportion=0.06432, over 4732.25 utterances.], batch size: 39, lr: 2.32e-04
2022-11-24 14:28:09,947 INFO [train.py:818] (0/4) Epoch 24, batch 6500, loss[loss=0.08144, over 7208.00 frames. utt_duration=1155 frames, utt_pad_proportion=0.02384, over 25.00 utterances.], tot_loss[loss=0.08723, over 1465388.46 frames. utt_duration=1243 frames, utt_pad_proportion=0.05983, over 4720.37 utterances.], batch size: 25, lr: 2.32e-04
2022-11-24 14:28:46,987 INFO [train.py:818] (0/4) Epoch 24, batch 6550, loss[loss=0.09734, over 7304.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.005678, over 22.00 utterances.], tot_loss[loss=0.087, over 1465134.71 frames. utt_duration=1241 frames, utt_pad_proportion=0.05856, over 4727.38 utterances.], batch size: 22, lr: 2.32e-04
2022-11-24 14:29:23,949 INFO [train.py:818] (0/4) Epoch 24, batch 6600, loss[loss=0.06808, over 7478.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004456, over 21.00 utterances.], tot_loss[loss=0.08712, over 1465633.44 frames. utt_duration=1218 frames, utt_pad_proportion=0.06755, over 4820.41 utterances.], batch size: 21, lr: 2.32e-04
2022-11-24 14:30:01,795 INFO [train.py:818] (0/4) Epoch 24, batch 6650, loss[loss=0.09541, over 7389.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.007049, over 19.00 utterances.], tot_loss[loss=0.08692, over 1465852.78 frames. utt_duration=1217 frames, utt_pad_proportion=0.06657, over 4824.93 utterances.], batch size: 19, lr: 2.32e-04
2022-11-24 14:30:38,835 INFO [train.py:818] (0/4) Epoch 24, batch 6700, loss[loss=0.07266, over 7301.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.02551, over 16.00 utterances.], tot_loss[loss=0.0871, over 1465025.05 frames. utt_duration=1207 frames, utt_pad_proportion=0.06699, over 4861.87 utterances.], batch size: 16, lr: 2.32e-04
2022-11-24 14:31:14,466 INFO [train.py:818] (0/4) Epoch 24, batch 6750, loss[loss=0.06109, over 7439.00 frames. utt_duration=745 frames, utt_pad_proportion=0.1466, over 40.00 utterances.], tot_loss[loss=0.08721, over 1464550.52 frames. utt_duration=1221 frames, utt_pad_proportion=0.06236, over 4803.45 utterances.], batch size: 40, lr: 2.32e-04
2022-11-24 14:31:53,506 INFO [train.py:818] (0/4) Epoch 24, batch 6800, loss[loss=0.08468, over 7432.00 frames. utt_duration=1653 frames, utt_pad_proportion=0.008793, over 18.00 utterances.], tot_loss[loss=0.08772, over 1465223.02 frames. utt_duration=1224 frames, utt_pad_proportion=0.06383, over 4794.73 utterances.], batch size: 18, lr: 2.32e-04
2022-11-24 14:32:29,957 INFO [train.py:818] (0/4) Epoch 24, batch 6850, loss[loss=0.1411, over 7385.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006684, over 19.00 utterances.], tot_loss[loss=0.08754, over 1465901.06 frames. utt_duration=1243 frames, utt_pad_proportion=0.05819, over 4721.69 utterances.], batch size: 19, lr: 2.32e-04
2022-11-24 14:33:05,661 INFO [train.py:818] (0/4) Epoch 24, batch 6900, loss[loss=0.1109, over 7446.00 frames. utt_duration=433.1 frames, utt_pad_proportion=0.3254, over 69.00 utterances.], tot_loss[loss=0.08741, over 1466527.84 frames. utt_duration=1250 frames, utt_pad_proportion=0.05525, over 4697.03 utterances.], batch size: 69, lr: 2.32e-04
2022-11-24 14:33:43,786 INFO [train.py:818] (0/4) Epoch 24, batch 6950, loss[loss=0.09356, over 7313.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.00887, over 18.00 utterances.], tot_loss[loss=0.08669, over 1465535.32 frames. utt_duration=1239 frames, utt_pad_proportion=0.05806, over 4737.19 utterances.], batch size: 18, lr: 2.32e-04
2022-11-24 14:34:19,883 INFO [train.py:818] (0/4) Epoch 24, batch 7000, loss[loss=0.07706, over 7308.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.00645, over 22.00 utterances.], tot_loss[loss=0.08709, over 1466952.26 frames. utt_duration=1232 frames, utt_pad_proportion=0.06314, over 4768.35 utterances.], batch size: 22, lr: 2.32e-04
2022-11-24 14:34:57,228 INFO [train.py:818] (0/4) Epoch 24, batch 7050, loss[loss=0.07447, over 7466.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.006185, over 21.00 utterances.], tot_loss[loss=0.08715, over 1466516.75 frames. utt_duration=1240 frames, utt_pad_proportion=0.06059, over 4735.74 utterances.], batch size: 21, lr: 2.32e-04
2022-11-24 14:35:34,503 INFO [train.py:818] (0/4) Epoch 24, batch 7100, loss[loss=0.1658, over 7395.00 frames. utt_duration=741 frames, utt_pad_proportion=0.1512, over 40.00 utterances.], tot_loss[loss=0.08839, over 1466589.18 frames. utt_duration=1203 frames, utt_pad_proportion=0.07019, over 4884.35 utterances.], batch size: 40, lr: 2.32e-04
2022-11-24 14:36:10,544 INFO [train.py:818] (0/4) Epoch 24, batch 7150, loss[loss=0.1283, over 7422.00 frames. utt_duration=408.1 frames, utt_pad_proportion=0.3614, over 73.00 utterances.], tot_loss[loss=0.08769, over 1465914.01 frames. utt_duration=1222 frames, utt_pad_proportion=0.06706, over 4805.03 utterances.], batch size: 73, lr: 2.32e-04
2022-11-24 14:36:48,558 INFO [train.py:818] (0/4) Epoch 24, batch 7200, loss[loss=0.1291, over 7441.00 frames. utt_duration=414.8 frames, utt_pad_proportion=0.3498, over 72.00 utterances.], tot_loss[loss=0.0876, over 1465982.27 frames. utt_duration=1218 frames, utt_pad_proportion=0.06781, over 4818.62 utterances.], batch size: 72, lr: 2.32e-04
2022-11-24 14:37:25,329 INFO [train.py:818] (0/4) Epoch 24, batch 7250, loss[loss=0.08013, over 7321.00 frames. utt_duration=1087 frames, utt_pad_proportion=0.02638, over 27.00 utterances.], tot_loss[loss=0.08725, over 1465614.45 frames. utt_duration=1220 frames, utt_pad_proportion=0.06475, over 4812.30 utterances.], batch size: 27, lr: 2.32e-04
2022-11-24 14:38:02,113 INFO [train.py:818] (0/4) Epoch 24, batch 7300, loss[loss=0.09164, over 7255.00 frames. utt_duration=968.9 frames, utt_pad_proportion=0.06386, over 30.00 utterances.], tot_loss[loss=0.08661, over 1466497.38 frames. utt_duration=1231 frames, utt_pad_proportion=0.05988, over 4770.91 utterances.], batch size: 30, lr: 2.32e-04
2022-11-24 14:38:40,470 INFO [train.py:818] (0/4) Epoch 24, batch 7350, loss[loss=0.05354, over 7312.00 frames. utt_duration=1626 frames, utt_pad_proportion=0.007796, over 18.00 utterances.], tot_loss[loss=0.08686, over 1465914.97 frames. utt_duration=1220 frames, utt_pad_proportion=0.06591, over 4814.08 utterances.], batch size: 18, lr: 2.31e-04
2022-11-24 14:39:17,877 INFO [train.py:818] (0/4) Epoch 24, batch 7400, loss[loss=0.104, over 7238.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01475, over 24.00 utterances.], tot_loss[loss=0.08607, over 1465525.53 frames. utt_duration=1203 frames, utt_pad_proportion=0.07212, over 4877.38 utterances.], batch size: 24, lr: 2.31e-04
2022-11-24 14:39:56,987 INFO [train.py:818] (0/4) Epoch 24, batch 7450, loss[loss=0.09297, over 7459.00 frames. utt_duration=410.4 frames, utt_pad_proportion=0.3537, over 73.00 utterances.], tot_loss[loss=0.08724, over 1465641.91 frames. utt_duration=1167 frames, utt_pad_proportion=0.08312, over 5029.77 utterances.], batch size: 73, lr: 2.31e-04
2022-11-24 14:40:35,345 INFO [train.py:818] (0/4) Epoch 24, batch 7500, loss[loss=0.1045, over 7472.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005815, over 21.00 utterances.], tot_loss[loss=0.08799, over 1466678.43 frames. utt_duration=1158 frames, utt_pad_proportion=0.08576, over 5073.02 utterances.], batch size: 21, lr: 2.31e-04
2022-11-24 14:41:12,540 INFO [train.py:818] (0/4) Epoch 24, batch 7550, loss[loss=0.1304, over 7457.00 frames. utt_duration=415.9 frames, utt_pad_proportion=0.3451, over 72.00 utterances.], tot_loss[loss=0.08893, over 1466298.18 frames. utt_duration=1169 frames, utt_pad_proportion=0.08188, over 5025.42 utterances.], batch size: 72, lr: 2.31e-04
2022-11-24 14:41:50,833 INFO [train.py:818] (0/4) Epoch 24, batch 7600, loss[loss=0.08263, over 7288.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03644, over 27.00 utterances.], tot_loss[loss=0.09009, over 1465386.04 frames. utt_duration=1175 frames, utt_pad_proportion=0.08085, over 4993.32 utterances.], batch size: 27, lr: 2.31e-04
2022-11-24 14:42:29,129 INFO [train.py:818] (0/4) Epoch 24, batch 7650, loss[loss=0.1013, over 7270.00 frames. utt_duration=1819 frames, utt_pad_proportion=0.04304, over 16.00 utterances.], tot_loss[loss=0.08958, over 1465275.72 frames. utt_duration=1176 frames, utt_pad_proportion=0.08129, over 4991.04 utterances.], batch size: 16, lr: 2.31e-04
2022-11-24 14:43:06,600 INFO [train.py:818] (0/4) Epoch 24, batch 7700, loss[loss=0.09821, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006854, over 18.00 utterances.], tot_loss[loss=0.08985, over 1464023.96 frames. utt_duration=1195 frames, utt_pad_proportion=0.07285, over 4905.64 utterances.], batch size: 18, lr: 2.31e-04
2022-11-24 14:43:45,846 INFO [train.py:818] (0/4) Epoch 24, batch 7750, loss[loss=0.06821, over 7469.00 frames. utt_duration=767.7 frames, utt_pad_proportion=0.1276, over 39.00 utterances.], tot_loss[loss=0.08942, over 1464581.29 frames. utt_duration=1175 frames, utt_pad_proportion=0.08235, over 4992.38 utterances.], batch size: 39, lr: 2.31e-04
2022-11-24 14:44:22,752 INFO [train.py:818] (0/4) Epoch 24, batch 7800, loss[loss=0.08742, over 7184.00 frames. utt_duration=1308 frames, utt_pad_proportion=0.007829, over 22.00 utterances.], tot_loss[loss=0.08957, over 1464908.80 frames. utt_duration=1182 frames, utt_pad_proportion=0.07917, over 4964.70 utterances.], batch size: 22, lr: 2.31e-04
2022-11-24 14:45:00,040 INFO [train.py:818] (0/4) Epoch 24, batch 7850, loss[loss=0.1779, over 7376.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.006692, over 21.00 utterances.], tot_loss[loss=0.08978, over 1465181.78 frames. utt_duration=1191 frames, utt_pad_proportion=0.07556, over 4927.89 utterances.], batch size: 21, lr: 2.31e-04
2022-11-24 14:45:37,758 INFO [train.py:818] (0/4) Epoch 24, batch 7900, loss[loss=0.09174, over 7339.00 frames. utt_duration=1089 frames, utt_pad_proportion=0.02871, over 27.00 utterances.], tot_loss[loss=0.08879, over 1466179.99 frames. utt_duration=1189 frames, utt_pad_proportion=0.07386, over 4937.79 utterances.], batch size: 27, lr: 2.31e-04
2022-11-24 14:46:15,219 INFO [train.py:818] (0/4) Epoch 24, batch 7950, loss[loss=0.06015, over 7289.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006063, over 20.00 utterances.], tot_loss[loss=0.08777, over 1466901.52 frames. utt_duration=1196 frames, utt_pad_proportion=0.07301, over 4910.71 utterances.], batch size: 20, lr: 2.31e-04
2022-11-24 14:46:52,701 INFO [train.py:818] (0/4) Epoch 24, batch 8000, loss[loss=0.04019, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.007225, over 22.00 utterances.], tot_loss[loss=0.08698, over 1466478.92 frames. utt_duration=1227 frames, utt_pad_proportion=0.06627, over 4787.40 utterances.], batch size: 22, lr: 2.31e-04
2022-11-24 14:47:29,949 INFO [train.py:818] (0/4) Epoch 24, batch 8050, loss[loss=0.07877, over 7199.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005691, over 19.00 utterances.], tot_loss[loss=0.08769, over 1466118.80 frames. utt_duration=1239 frames, utt_pad_proportion=0.06184, over 4739.61 utterances.], batch size: 19, lr: 2.31e-04
2022-11-24 14:48:06,360 INFO [train.py:818] (0/4) Epoch 24, batch 8100, loss[loss=0.09374, over 7220.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01334, over 24.00 utterances.], tot_loss[loss=0.08779, over 1466449.20 frames. utt_duration=1211 frames, utt_pad_proportion=0.0698, over 4850.57 utterances.], batch size: 24, lr: 2.31e-04
2022-11-24 14:48:45,164 INFO [train.py:818] (0/4) Epoch 24, batch 8150, loss[loss=0.1474, over 7426.00 frames. utt_duration=414.3 frames, utt_pad_proportion=0.335, over 72.00 utterances.], tot_loss[loss=0.08764, over 1467535.29 frames. utt_duration=1184 frames, utt_pad_proportion=0.07999, over 4963.38 utterances.], batch size: 72, lr: 2.31e-04
2022-11-24 14:49:22,476 INFO [train.py:818] (0/4) Epoch 24, batch 8200, loss[loss=0.07895, over 7208.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.00548, over 18.00 utterances.], tot_loss[loss=0.0872, over 1467003.96 frames. utt_duration=1187 frames, utt_pad_proportion=0.07708, over 4948.20 utterances.], batch size: 18, lr: 2.31e-04
2022-11-24 14:50:00,794 INFO [train.py:818] (0/4) Epoch 24, batch 8250, loss[loss=0.108, over 7344.00 frames. utt_duration=948.9 frames, utt_pad_proportion=0.08055, over 31.00 utterances.], tot_loss[loss=0.08721, over 1467417.08 frames. utt_duration=1179 frames, utt_pad_proportion=0.07657, over 4983.85 utterances.], batch size: 31, lr: 2.31e-04
2022-11-24 14:50:37,595 INFO [train.py:818] (0/4) Epoch 24, batch 8300, loss[loss=0.08558, over 7368.00 frames. utt_duration=1283 frames, utt_pad_proportion=0.006298, over 23.00 utterances.], tot_loss[loss=0.08641, over 1466762.11 frames. utt_duration=1175 frames, utt_pad_proportion=0.07623, over 4997.61 utterances.], batch size: 23, lr: 2.31e-04
2022-11-24 14:51:13,744 INFO [train.py:818] (0/4) Epoch 24, batch 8350, loss[loss=0.08852, over 7318.00 frames. utt_duration=751.8 frames, utt_pad_proportion=0.1428, over 39.00 utterances.], tot_loss[loss=0.08617, over 1466386.62 frames. utt_duration=1188 frames, utt_pad_proportion=0.07349, over 4942.49 utterances.], batch size: 39, lr: 2.31e-04
2022-11-24 14:51:51,545 INFO [train.py:818] (0/4) Epoch 24, batch 8400, loss[loss=0.06388, over 7433.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.007503, over 18.00 utterances.], tot_loss[loss=0.08744, over 1466043.87 frames. utt_duration=1176 frames, utt_pad_proportion=0.07842, over 4994.29 utterances.], batch size: 18, lr: 2.31e-04
2022-11-24 14:52:29,929 INFO [train.py:818] (0/4) Epoch 24, batch 8450, loss[loss=0.09874, over 7447.00 frames. utt_duration=445.9 frames, utt_pad_proportion=0.3043, over 67.00 utterances.], tot_loss[loss=0.08775, over 1467185.38 frames. utt_duration=1176 frames, utt_pad_proportion=0.07788, over 4994.99 utterances.], batch size: 67, lr: 2.31e-04
2022-11-24 14:53:05,745 INFO [train.py:818] (0/4) Epoch 24, batch 8500, loss[loss=0.07221, over 7238.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01489, over 24.00 utterances.], tot_loss[loss=0.08909, over 1466581.09 frames. utt_duration=1174 frames, utt_pad_proportion=0.0781, over 5004.13 utterances.], batch size: 24, lr: 2.31e-04
2022-11-24 14:53:43,651 INFO [train.py:818] (0/4) Epoch 24, batch 8550, loss[loss=0.08704, over 7308.00 frames. utt_duration=1084 frames, utt_pad_proportion=0.03185, over 27.00 utterances.], tot_loss[loss=0.08724, over 1466145.47 frames. utt_duration=1170 frames, utt_pad_proportion=0.08266, over 5017.83 utterances.], batch size: 27, lr: 2.31e-04
2022-11-24 14:54:21,627 INFO [train.py:818] (0/4) Epoch 24, batch 8600, loss[loss=0.07276, over 7297.00 frames. utt_duration=1328 frames, utt_pad_proportion=0.008955, over 22.00 utterances.], tot_loss[loss=0.08681, over 1466079.16 frames. utt_duration=1186 frames, utt_pad_proportion=0.07752, over 4948.91 utterances.], batch size: 22, lr: 2.31e-04
2022-11-24 14:54:57,954 INFO [train.py:818] (0/4) Epoch 24, batch 8650, loss[loss=0.08937, over 7446.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.007656, over 18.00 utterances.], tot_loss[loss=0.08742, over 1465132.48 frames. utt_duration=1174 frames, utt_pad_proportion=0.08342, over 4998.03 utterances.], batch size: 18, lr: 2.31e-04
2022-11-24 14:55:34,107 INFO [train.py:818] (0/4) Epoch 24, batch 8700, loss[loss=0.05557, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.007602, over 18.00 utterances.], tot_loss[loss=0.08688, over 1465268.05 frames. utt_duration=1197 frames, utt_pad_proportion=0.07547, over 4904.44 utterances.], batch size: 18, lr: 2.31e-04
2022-11-24 14:56:09,785 INFO [train.py:818] (0/4) Epoch 24, batch 8750, loss[loss=0.07059, over 7275.00 frames. utt_duration=1820 frames, utt_pad_proportion=0.04052, over 16.00 utterances.], tot_loss[loss=0.08748, over 1465671.21 frames. utt_duration=1172 frames, utt_pad_proportion=0.08409, over 5008.61 utterances.], batch size: 16, lr: 2.31e-04
2022-11-24 14:56:46,060 INFO [train.py:818] (0/4) Epoch 24, batch 8800, loss[loss=0.09169, over 7395.00 frames. utt_duration=956 frames, utt_pad_proportion=0.07188, over 31.00 utterances.], tot_loss[loss=0.08764, over 1466117.91 frames. utt_duration=1150 frames, utt_pad_proportion=0.09233, over 5106.61 utterances.], batch size: 31, lr: 2.31e-04
2022-11-24 14:57:21,136 INFO [train.py:818] (0/4) Epoch 24, batch 8850, loss[loss=0.06515, over 7196.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006552, over 18.00 utterances.], tot_loss[loss=0.08744, over 1465303.83 frames. utt_duration=1171 frames, utt_pad_proportion=0.08252, over 5010.45 utterances.], batch size: 18, lr: 2.31e-04
2022-11-24 14:58:01,299 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-24.pt
2022-11-24 14:58:34,297 INFO [train.py:818] (0/4) Epoch 25, batch 0, loss[loss=0.05935, over 7101.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006083, over 18.00 utterances.], tot_loss[loss=0.05935, over 7101.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.006083, over 18.00 utterances.], batch size: 18, lr: 2.26e-04
2022-11-24 14:59:10,048 INFO [train.py:818] (0/4) Epoch 25, batch 50, loss[loss=0.07396, over 7297.00 frames. utt_duration=1826 frames, utt_pad_proportion=0.02966, over 16.00 utterances.], tot_loss[loss=0.08017, over 329683.94 frames. utt_duration=1281 frames, utt_pad_proportion=0.05657, over 1030.28 utterances.], batch size: 16, lr: 2.26e-04
2022-11-24 14:59:46,104 INFO [train.py:818] (0/4) Epoch 25, batch 100, loss[loss=0.07605, over 7281.00 frames. utt_duration=1458 frames, utt_pad_proportion=0.007084, over 20.00 utterances.], tot_loss[loss=0.07786, over 581590.01 frames. utt_duration=1300 frames, utt_pad_proportion=0.03908, over 1791.42 utterances.], batch size: 20, lr: 2.26e-04
2022-11-24 15:00:23,236 INFO [train.py:818] (0/4) Epoch 25, batch 150, loss[loss=0.09842, over 7339.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009201, over 23.00 utterances.], tot_loss[loss=0.0761, over 777368.42 frames. utt_duration=1331 frames, utt_pad_proportion=0.03557, over 2337.91 utterances.], batch size: 23, lr: 2.26e-04
2022-11-24 15:00:58,741 INFO [train.py:818] (0/4) Epoch 25, batch 200, loss[loss=0.04721, over 7426.00 frames. utt_duration=1351 frames, utt_pad_proportion=0.005786, over 22.00 utterances.], tot_loss[loss=0.07421, over 929539.72 frames. utt_duration=1356 frames, utt_pad_proportion=0.02878, over 2744.66 utterances.], batch size: 22, lr: 2.26e-04
2022-11-24 15:01:36,825 INFO [train.py:818] (0/4) Epoch 25, batch 250, loss[loss=0.06988, over 7267.00 frames. utt_duration=1212 frames, utt_pad_proportion=0.01189, over 24.00 utterances.], tot_loss[loss=0.07447, over 1046792.29 frames. utt_duration=1308 frames, utt_pad_proportion=0.03999, over 3203.58 utterances.], batch size: 24, lr: 2.26e-04
2022-11-24 15:02:12,432 INFO [train.py:818] (0/4) Epoch 25, batch 300, loss[loss=0.06466, over 7301.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.006591, over 22.00 utterances.], tot_loss[loss=0.07331, over 1141536.94 frames. utt_duration=1296 frames, utt_pad_proportion=0.04533, over 3527.74 utterances.], batch size: 22, lr: 2.26e-04
2022-11-24 15:02:48,153 INFO [train.py:818] (0/4) Epoch 25, batch 350, loss[loss=0.07087, over 7193.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006246, over 18.00 utterances.], tot_loss[loss=0.0725, over 1213394.12 frames. utt_duration=1305 frames, utt_pad_proportion=0.04446, over 3724.54 utterances.], batch size: 18, lr: 2.26e-04
2022-11-24 15:03:26,910 INFO [train.py:818] (0/4) Epoch 25, batch 400, loss[loss=0.03856, over 7487.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.007055, over 19.00 utterances.], tot_loss[loss=0.07164, over 1269560.34 frames. utt_duration=1272 frames, utt_pad_proportion=0.05685, over 3997.17 utterances.], batch size: 19, lr: 2.26e-04
2022-11-24 15:04:02,363 INFO [train.py:818] (0/4) Epoch 25, batch 450, loss[loss=0.06864, over 7479.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.006005, over 20.00 utterances.], tot_loss[loss=0.0721, over 1313793.82 frames. utt_duration=1262 frames, utt_pad_proportion=0.05854, over 4167.88 utterances.], batch size: 20, lr: 2.26e-04
2022-11-24 15:04:37,743 INFO [train.py:818] (0/4) Epoch 25, batch 500, loss[loss=0.07098, over 7450.00 frames. utt_duration=1243 frames, utt_pad_proportion=0.01706, over 24.00 utterances.], tot_loss[loss=0.07145, over 1347291.94 frames. utt_duration=1265 frames, utt_pad_proportion=0.0546, over 4266.98 utterances.], batch size: 24, lr: 2.26e-04
2022-11-24 15:05:16,248 INFO [train.py:818] (0/4) Epoch 25, batch 550, loss[loss=0.1226, over 7349.00 frames. utt_duration=440.5 frames, utt_pad_proportion=0.3107, over 67.00 utterances.], tot_loss[loss=0.07136, over 1373684.01 frames. utt_duration=1229 frames, utt_pad_proportion=0.06484, over 4474.52 utterances.], batch size: 67, lr: 2.26e-04
2022-11-24 15:05:51,705 INFO [train.py:818] (0/4) Epoch 25, batch 600, loss[loss=0.06379, over 7247.00 frames. utt_duration=1209 frames, utt_pad_proportion=0.01376, over 24.00 utterances.], tot_loss[loss=0.07129, over 1394101.47 frames. utt_duration=1256 frames, utt_pad_proportion=0.05528, over 4446.70 utterances.], batch size: 24, lr: 2.26e-04
2022-11-24 15:06:27,958 INFO [train.py:818] (0/4) Epoch 25, batch 650, loss[loss=0.04939, over 7361.00 frames. utt_duration=1282 frames, utt_pad_proportion=0.007308, over 23.00 utterances.], tot_loss[loss=0.07062, over 1410040.04 frames. utt_duration=1269 frames, utt_pad_proportion=0.05308, over 4448.87 utterances.], batch size: 23, lr: 2.26e-04
2022-11-24 15:07:06,220 INFO [train.py:818] (0/4) Epoch 25, batch 700, loss[loss=0.04976, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.004745, over 21.00 utterances.], tot_loss[loss=0.07079, over 1423413.89 frames. utt_duration=1267 frames, utt_pad_proportion=0.05516, over 4500.11 utterances.], batch size: 21, lr: 2.26e-04
2022-11-24 15:07:41,464 INFO [train.py:818] (0/4) Epoch 25, batch 750, loss[loss=0.06107, over 7202.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004762, over 20.00 utterances.], tot_loss[loss=0.07024, over 1432714.66 frames. utt_duration=1278 frames, utt_pad_proportion=0.04956, over 4489.73 utterances.], batch size: 20, lr: 2.26e-04
2022-11-24 15:08:16,657 INFO [train.py:818] (0/4) Epoch 25, batch 800, loss[loss=0.07714, over 7477.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005084, over 21.00 utterances.], tot_loss[loss=0.06989, over 1440031.48 frames. utt_duration=1271 frames, utt_pad_proportion=0.05524, over 4535.61 utterances.], batch size: 21, lr: 2.26e-04
2022-11-24 15:08:55,465 INFO [train.py:818] (0/4) Epoch 25, batch 850, loss[loss=0.06666, over 7421.00 frames. utt_duration=1651 frames, utt_pad_proportion=0.009698, over 18.00 utterances.], tot_loss[loss=0.07003, over 1446736.26 frames. utt_duration=1267 frames, utt_pad_proportion=0.05855, over 4573.17 utterances.], batch size: 18, lr: 2.26e-04
2022-11-24 15:09:31,004 INFO [train.py:818] (0/4) Epoch 25, batch 900, loss[loss=0.08906, over 7291.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.0066, over 19.00 utterances.], tot_loss[loss=0.07079, over 1450622.28 frames. utt_duration=1258 frames, utt_pad_proportion=0.0617, over 4616.97 utterances.], batch size: 19, lr: 2.26e-04
2022-11-24 15:10:08,302 INFO [train.py:818] (0/4) Epoch 25, batch 950, loss[loss=0.1007, over 7212.00 frames. utt_duration=1444 frames, utt_pad_proportion=0.004483, over 20.00 utterances.], tot_loss[loss=0.07116, over 1453172.04 frames. utt_duration=1287 frames, utt_pad_proportion=0.05258, over 4521.59 utterances.], batch size: 20, lr: 2.26e-04
2022-11-24 15:10:44,781 INFO [train.py:818] (0/4) Epoch 25, batch 1000, loss[loss=0.0838, over 7438.00 frames. utt_duration=432.6 frames, utt_pad_proportion=0.324, over 69.00 utterances.], tot_loss[loss=0.07188, over 1455885.30 frames. utt_duration=1257 frames, utt_pad_proportion=0.06172, over 4638.18 utterances.], batch size: 69, lr: 2.26e-04
2022-11-24 15:11:21,035 INFO [train.py:818] (0/4) Epoch 25, batch 1050, loss[loss=0.0742, over 7184.00 frames. utt_duration=1370 frames, utt_pad_proportion=0.00663, over 21.00 utterances.], tot_loss[loss=0.07173, over 1457913.56 frames. utt_duration=1260 frames, utt_pad_proportion=0.06437, over 4633.57 utterances.], batch size: 21, lr: 2.26e-04
2022-11-24 15:11:57,068 INFO [train.py:818] (0/4) Epoch 25, batch 1100, loss[loss=0.08541, over 7485.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.005839, over 20.00 utterances.], tot_loss[loss=0.07231, over 1461113.59 frames. utt_duration=1252 frames, utt_pad_proportion=0.0652, over 4674.15 utterances.], batch size: 20, lr: 2.26e-04
2022-11-24 15:12:33,844 INFO [train.py:818] (0/4) Epoch 25, batch 1150, loss[loss=0.06988, over 7240.00 frames. utt_duration=1812 frames, utt_pad_proportion=0.03284, over 16.00 utterances.], tot_loss[loss=0.07297, over 1460816.26 frames. utt_duration=1236 frames, utt_pad_proportion=0.06732, over 4735.06 utterances.], batch size: 16, lr: 2.25e-04
2022-11-24 15:13:10,307 INFO [train.py:818] (0/4) Epoch 25, batch 1200, loss[loss=0.06278, over 7146.00 frames. utt_duration=1683 frames, utt_pad_proportion=0.01109, over 17.00 utterances.], tot_loss[loss=0.07337, over 1461410.01 frames. utt_duration=1249 frames, utt_pad_proportion=0.06402, over 4686.51 utterances.], batch size: 17, lr: 2.25e-04
2022-11-24 15:13:48,077 INFO [train.py:818] (0/4) Epoch 25, batch 1250, loss[loss=0.048, over 7455.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01094, over 17.00 utterances.], tot_loss[loss=0.07316, over 1462044.87 frames. utt_duration=1247 frames, utt_pad_proportion=0.06439, over 4694.12 utterances.], batch size: 17, lr: 2.25e-04
2022-11-24 15:14:25,414 INFO [train.py:818] (0/4) Epoch 25, batch 1300, loss[loss=0.07482, over 7195.00 frames. utt_duration=1441 frames, utt_pad_proportion=0.006276, over 20.00 utterances.], tot_loss[loss=0.07415, over 1461873.55 frames. utt_duration=1246 frames, utt_pad_proportion=0.06337, over 4698.26 utterances.], batch size: 20, lr: 2.25e-04
2022-11-24 15:15:01,481 INFO [train.py:818] (0/4) Epoch 25, batch 1350, loss[loss=0.05436, over 7323.00 frames. utt_duration=946.2 frames, utt_pad_proportion=0.07871, over 31.00 utterances.], tot_loss[loss=0.07298, over 1462581.92 frames. utt_duration=1263 frames, utt_pad_proportion=0.05908, over 4636.38 utterances.], batch size: 31, lr: 2.25e-04
2022-11-24 15:15:38,198 INFO [train.py:818] (0/4) Epoch 25, batch 1400, loss[loss=0.08917, over 7181.00 frames. utt_duration=1307 frames, utt_pad_proportion=0.008484, over 22.00 utterances.], tot_loss[loss=0.07326, over 1462136.72 frames. utt_duration=1270 frames, utt_pad_proportion=0.05492, over 4612.19 utterances.], batch size: 22, lr: 2.25e-04
2022-11-24 15:16:15,626 INFO [train.py:818] (0/4) Epoch 25, batch 1450, loss[loss=0.05005, over 7151.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.01068, over 17.00 utterances.], tot_loss[loss=0.07303, over 1461951.83 frames. utt_duration=1286 frames, utt_pad_proportion=0.05151, over 4553.63 utterances.], batch size: 17, lr: 2.25e-04
2022-11-24 15:16:51,201 INFO [train.py:818] (0/4) Epoch 25, batch 1500, loss[loss=0.08247, over 7192.00 frames. utt_duration=1516 frames, utt_pad_proportion=0.006178, over 19.00 utterances.], tot_loss[loss=0.07333, over 1463462.05 frames. utt_duration=1263 frames, utt_pad_proportion=0.05629, over 4640.27 utterances.], batch size: 19, lr: 2.25e-04
2022-11-24 15:17:28,505 INFO [train.py:818] (0/4) Epoch 25, batch 1550, loss[loss=0.08227, over 7294.00 frames. utt_duration=1082 frames, utt_pad_proportion=0.03287, over 27.00 utterances.], tot_loss[loss=0.07385, over 1462609.99 frames. utt_duration=1289 frames, utt_pad_proportion=0.04765, over 4545.34 utterances.], batch size: 27, lr: 2.25e-04
2022-11-24 15:18:04,002 INFO [train.py:818] (0/4) Epoch 25, batch 1600, loss[loss=0.04282, over 7279.00 frames. utt_duration=1821 frames, utt_pad_proportion=0.04849, over 16.00 utterances.], tot_loss[loss=0.07287, over 1464319.39 frames. utt_duration=1280 frames, utt_pad_proportion=0.05199, over 4582.51 utterances.], batch size: 16, lr: 2.25e-04
2022-11-24 15:18:39,853 INFO [train.py:818] (0/4) Epoch 25, batch 1650, loss[loss=0.04669, over 7438.00 frames. utt_duration=1654 frames, utt_pad_proportion=0.008688, over 18.00 utterances.], tot_loss[loss=0.07224, over 1463925.92 frames. utt_duration=1308 frames, utt_pad_proportion=0.04418, over 4480.83 utterances.], batch size: 18, lr: 2.25e-04
2022-11-24 15:19:16,247 INFO [train.py:818] (0/4) Epoch 25, batch 1700, loss[loss=0.07597, over 7299.00 frames. utt_duration=1329 frames, utt_pad_proportion=0.007604, over 22.00 utterances.], tot_loss[loss=0.07264, over 1463552.95 frames. utt_duration=1306 frames, utt_pad_proportion=0.04431, over 4489.24 utterances.], batch size: 22, lr: 2.25e-04
2022-11-24 15:19:52,101 INFO [train.py:818] (0/4) Epoch 25, batch 1750, loss[loss=0.04101, over 7449.00 frames. utt_duration=1657 frames, utt_pad_proportion=0.005569, over 18.00 utterances.], tot_loss[loss=0.07362, over 1464323.26 frames. utt_duration=1290 frames, utt_pad_proportion=0.04684, over 4544.86 utterances.], batch size: 18, lr: 2.25e-04
2022-11-24 15:20:27,950 INFO [train.py:818] (0/4) Epoch 25, batch 1800, loss[loss=0.09561, over 7324.00 frames. utt_duration=1276 frames, utt_pad_proportion=0.008885, over 23.00 utterances.], tot_loss[loss=0.07348, over 1463502.12 frames. utt_duration=1253 frames, utt_pad_proportion=0.05706, over 4679.09 utterances.], batch size: 23, lr: 2.25e-04
2022-11-24 15:21:04,204 INFO [train.py:818] (0/4) Epoch 25, batch 1850, loss[loss=0.07706, over 7185.00 frames. utt_duration=1251 frames, utt_pad_proportion=0.01035, over 23.00 utterances.], tot_loss[loss=0.07439, over 1463370.13 frames. utt_duration=1277 frames, utt_pad_proportion=0.04855, over 4588.23 utterances.], batch size: 23, lr: 2.25e-04
2022-11-24 15:21:40,434 INFO [train.py:818] (0/4) Epoch 25, batch 1900, loss[loss=0.0666, over 7200.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006376, over 18.00 utterances.], tot_loss[loss=0.07445, over 1465161.90 frames. utt_duration=1273 frames, utt_pad_proportion=0.0503, over 4608.02 utterances.], batch size: 18, lr: 2.25e-04
2022-11-24 15:22:17,578 INFO [train.py:818] (0/4) Epoch 25, batch 1950, loss[loss=0.06542, over 7403.00 frames. utt_duration=956.8 frames, utt_pad_proportion=0.07462, over 31.00 utterances.], tot_loss[loss=0.07464, over 1464431.30 frames. utt_duration=1251 frames, utt_pad_proportion=0.05611, over 4689.47 utterances.], batch size: 31, lr: 2.25e-04
2022-11-24 15:22:54,040 INFO [train.py:818] (0/4) Epoch 25, batch 2000, loss[loss=0.03746, over 7447.00 frames. utt_duration=1656 frames, utt_pad_proportion=0.00749, over 18.00 utterances.], tot_loss[loss=0.07343, over 1464709.38 frames. utt_duration=1262 frames, utt_pad_proportion=0.05397, over 4648.47 utterances.], batch size: 18, lr: 2.25e-04
2022-11-24 15:23:30,451 INFO [train.py:818] (0/4) Epoch 25, batch 2050, loss[loss=0.08675, over 7338.00 frames. utt_duration=1278 frames, utt_pad_proportion=0.009969, over 23.00 utterances.], tot_loss[loss=0.0732, over 1464392.63 frames. utt_duration=1264 frames, utt_pad_proportion=0.05382, over 4640.10 utterances.], batch size: 23, lr: 2.25e-04
2022-11-24 15:24:06,288 INFO [train.py:818] (0/4) Epoch 25, batch 2100, loss[loss=0.07004, over 7201.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006341, over 18.00 utterances.], tot_loss[loss=0.07253, over 1464594.60 frames. utt_duration=1293 frames, utt_pad_proportion=0.0452, over 4537.33 utterances.], batch size: 18, lr: 2.25e-04
2022-11-24 15:24:42,676 INFO [train.py:818] (0/4) Epoch 25, batch 2150, loss[loss=0.08287, over 7217.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01854, over 24.00 utterances.], tot_loss[loss=0.07247, over 1463671.54 frames. utt_duration=1298 frames, utt_pad_proportion=0.04258, over 4515.61 utterances.], batch size: 24, lr: 2.25e-04
2022-11-24 15:25:17,955 INFO [train.py:818] (0/4) Epoch 25, batch 2200, loss[loss=0.07619, over 7211.00 frames. utt_duration=1443 frames, utt_pad_proportion=0.004793, over 20.00 utterances.], tot_loss[loss=0.07258, over 1464593.29 frames. utt_duration=1283 frames, utt_pad_proportion=0.04746, over 4570.98 utterances.], batch size: 20, lr: 2.25e-04
2022-11-24 15:25:54,651 INFO [train.py:818] (0/4) Epoch 25, batch 2250, loss[loss=0.114, over 7490.00 frames. utt_duration=1250 frames, utt_pad_proportion=0.01202, over 24.00 utterances.], tot_loss[loss=0.07213, over 1463598.64 frames. utt_duration=1292 frames, utt_pad_proportion=0.04172, over 4534.89 utterances.], batch size: 24, lr: 2.25e-04
2022-11-24 15:26:31,773 INFO [train.py:818] (0/4) Epoch 25, batch 2300, loss[loss=0.1213, over 7233.00 frames. utt_duration=1159 frames, utt_pad_proportion=0.02142, over 25.00 utterances.], tot_loss[loss=0.07314, over 1463409.59 frames. utt_duration=1267 frames, utt_pad_proportion=0.04996, over 4625.43 utterances.], batch size: 25, lr: 2.25e-04
2022-11-24 15:27:08,626 INFO [train.py:818] (0/4) Epoch 25, batch 2350, loss[loss=0.07915, over 7265.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03671, over 27.00 utterances.], tot_loss[loss=0.07277, over 1463978.08 frames. utt_duration=1245 frames, utt_pad_proportion=0.05818, over 4708.67 utterances.], batch size: 27, lr: 2.25e-04
2022-11-24 15:27:47,228 INFO [train.py:818] (0/4) Epoch 25, batch 2400, loss[loss=0.09732, over 7458.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01442, over 24.00 utterances.], tot_loss[loss=0.07294, over 1465606.28 frames. utt_duration=1221 frames, utt_pad_proportion=0.06671, over 4806.24 utterances.], batch size: 24, lr: 2.25e-04
2022-11-24 15:28:23,630 INFO [train.py:818] (0/4) Epoch 25, batch 2450, loss[loss=0.05927, over 7471.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.005815, over 21.00 utterances.], tot_loss[loss=0.07262, over 1466499.47 frames. utt_duration=1210 frames, utt_pad_proportion=0.0702, over 4853.02 utterances.], batch size: 21, lr: 2.25e-04
2022-11-24 15:28:58,485 INFO [train.py:818] (0/4) Epoch 25, batch 2500, loss[loss=0.05997, over 7454.00 frames. utt_duration=1658 frames, utt_pad_proportion=0.006724, over 18.00 utterances.], tot_loss[loss=0.07202, over 1466584.18 frames. utt_duration=1228 frames, utt_pad_proportion=0.06272, over 4783.80 utterances.], batch size: 18, lr: 2.25e-04
2022-11-24 15:29:33,477 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/checkpoint-216000.pt
2022-11-24 15:29:47,021 INFO [train.py:818] (0/4) Epoch 25, batch 2550, loss[loss=0.05373, over 7412.00 frames. utt_duration=1349 frames, utt_pad_proportion=0.006594, over 22.00 utterances.], tot_loss[loss=0.07243, over 1467470.31 frames. utt_duration=1242 frames, utt_pad_proportion=0.05864, over 4731.34 utterances.], batch size: 22, lr: 2.25e-04
2022-11-24 15:30:23,148 INFO [train.py:818] (0/4) Epoch 25, batch 2600, loss[loss=0.08829, over 7392.00 frames. utt_duration=760 frames, utt_pad_proportion=0.1274, over 39.00 utterances.], tot_loss[loss=0.07271, over 1467516.47 frames. utt_duration=1242 frames, utt_pad_proportion=0.05732, over 4733.41 utterances.], batch size: 39, lr: 2.25e-04
2022-11-24 15:31:00,616 INFO [train.py:818] (0/4) Epoch 25, batch 2650, loss[loss=0.06921, over 7301.00 frames. utt_duration=1462 frames, utt_pad_proportion=0.004765, over 20.00 utterances.], tot_loss[loss=0.07244, over 1466064.60 frames. utt_duration=1265 frames, utt_pad_proportion=0.05577, over 4642.03 utterances.], batch size: 20, lr: 2.25e-04
2022-11-24 15:31:37,610 INFO [train.py:818] (0/4) Epoch 25, batch 2700, loss[loss=0.06885, over 7442.00 frames. utt_duration=1655 frames, utt_pad_proportion=0.00776, over 18.00 utterances.], tot_loss[loss=0.07195, over 1466114.74 frames. utt_duration=1277 frames, utt_pad_proportion=0.05439, over 4597.33 utterances.], batch size: 18, lr: 2.25e-04
2022-11-24 15:32:14,157 INFO [train.py:818] (0/4) Epoch 25, batch 2750, loss[loss=0.1014, over 7226.00 frames. utt_duration=1157 frames, utt_pad_proportion=0.02081, over 25.00 utterances.], tot_loss[loss=0.07239, over 1465782.03 frames. utt_duration=1264 frames, utt_pad_proportion=0.05741, over 4644.49 utterances.], batch size: 25, lr: 2.25e-04
2022-11-24 15:32:50,879 INFO [train.py:818] (0/4) Epoch 25, batch 2800, loss[loss=0.06908, over 7480.00 frames. utt_duration=1070 frames, utt_pad_proportion=0.04208, over 28.00 utterances.], tot_loss[loss=0.07314, over 1466763.44 frames. utt_duration=1271 frames, utt_pad_proportion=0.05265, over 4621.20 utterances.], batch size: 28, lr: 2.25e-04
2022-11-24 15:33:28,560 INFO [train.py:818] (0/4) Epoch 25, batch 2850, loss[loss=0.04352, over 7308.00 frames. utt_duration=1721 frames, utt_pad_proportion=0.007565, over 17.00 utterances.], tot_loss[loss=0.07227, over 1466104.15 frames. utt_duration=1276 frames, utt_pad_proportion=0.05095, over 4600.78 utterances.], batch size: 17, lr: 2.25e-04
2022-11-24 15:34:05,251 INFO [train.py:818] (0/4) Epoch 25, batch 2900, loss[loss=0.09806, over 7263.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03594, over 27.00 utterances.], tot_loss[loss=0.07206, over 1465300.76 frames. utt_duration=1289 frames, utt_pad_proportion=0.04502, over 4553.01 utterances.], batch size: 27, lr: 2.25e-04
2022-11-24 15:34:43,452 INFO [train.py:818] (0/4) Epoch 25, batch 2950, loss[loss=0.06279, over 7287.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006775, over 19.00 utterances.], tot_loss[loss=0.07124, over 1463799.88 frames. utt_duration=1271 frames, utt_pad_proportion=0.05056, over 4612.63 utterances.], batch size: 19, lr: 2.25e-04
2022-11-24 15:35:19,598 INFO [train.py:818] (0/4) Epoch 25, batch 3000, loss[loss=0.05819, over 7461.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.009948, over 17.00 utterances.], tot_loss[loss=0.07039, over 1464237.77 frames. utt_duration=1288 frames, utt_pad_proportion=0.04815, over 4554.09 utterances.], batch size: 17, lr: 2.25e-04
2022-11-24 15:35:19,599 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 15:35:39,516 INFO [train.py:847] (0/4) Epoch 25, validation: loss=0.04905, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 15:36:16,646 INFO [train.py:818] (0/4) Epoch 25, batch 3050, loss[loss=0.06776, over 7289.00 frames. utt_duration=1390 frames, utt_pad_proportion=0.005757, over 21.00 utterances.], tot_loss[loss=0.0697, over 1463416.84 frames. utt_duration=1312 frames, utt_pad_proportion=0.04582, over 4467.42 utterances.], batch size: 21, lr: 2.24e-04
2022-11-24 15:36:53,014 INFO [train.py:818] (0/4) Epoch 25, batch 3100, loss[loss=0.07134, over 7305.00 frames. utt_duration=1330 frames, utt_pad_proportion=0.006789, over 22.00 utterances.], tot_loss[loss=0.07117, over 1464378.44 frames. utt_duration=1281 frames, utt_pad_proportion=0.0535, over 4578.08 utterances.], batch size: 22, lr: 2.24e-04
2022-11-24 15:37:28,469 INFO [train.py:818] (0/4) Epoch 25, batch 3150, loss[loss=0.06257, over 7279.00 frames. utt_duration=1080 frames, utt_pad_proportion=0.03296, over 27.00 utterances.], tot_loss[loss=0.07229, over 1465969.88 frames. utt_duration=1286 frames, utt_pad_proportion=0.05063, over 4566.06 utterances.], batch size: 27, lr: 2.24e-04
2022-11-24 15:38:05,987 INFO [train.py:818] (0/4) Epoch 25, batch 3200, loss[loss=0.1068, over 7354.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007982, over 23.00 utterances.], tot_loss[loss=0.0722, over 1466650.82 frames. utt_duration=1262 frames, utt_pad_proportion=0.05404, over 4654.13 utterances.], batch size: 23, lr: 2.24e-04
2022-11-24 15:38:43,505 INFO [train.py:818] (0/4) Epoch 25, batch 3250, loss[loss=0.07037, over 7290.00 frames. utt_duration=1459 frames, utt_pad_proportion=0.006165, over 20.00 utterances.], tot_loss[loss=0.07249, over 1467245.68 frames. utt_duration=1225 frames, utt_pad_proportion=0.0614, over 4795.78 utterances.], batch size: 20, lr: 2.24e-04
2022-11-24 15:39:20,225 INFO [train.py:818] (0/4) Epoch 25, batch 3300, loss[loss=0.0594, over 7303.00 frames. utt_duration=1539 frames, utt_pad_proportion=0.005205, over 19.00 utterances.], tot_loss[loss=0.07157, over 1467450.56 frames. utt_duration=1246 frames, utt_pad_proportion=0.0573, over 4714.89 utterances.], batch size: 19, lr: 2.24e-04
2022-11-24 15:39:57,855 INFO [train.py:818] (0/4) Epoch 25, batch 3350, loss[loss=0.0413, over 7473.00 frames. utt_duration=1425 frames, utt_pad_proportion=0.00545, over 21.00 utterances.], tot_loss[loss=0.07109, over 1467149.37 frames. utt_duration=1265 frames, utt_pad_proportion=0.0545, over 4644.19 utterances.], batch size: 21, lr: 2.24e-04
2022-11-24 15:40:33,337 INFO [train.py:818] (0/4) Epoch 25, batch 3400, loss[loss=0.06239, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008456, over 22.00 utterances.], tot_loss[loss=0.07076, over 1466809.99 frames. utt_duration=1267 frames, utt_pad_proportion=0.05507, over 4635.45 utterances.], batch size: 22, lr: 2.24e-04
2022-11-24 15:41:10,890 INFO [train.py:818] (0/4) Epoch 25, batch 3450, loss[loss=0.05902, over 7170.00 frames. utt_duration=1689 frames, utt_pad_proportion=0.008324, over 17.00 utterances.], tot_loss[loss=0.07064, over 1466153.56 frames. utt_duration=1280 frames, utt_pad_proportion=0.04853, over 4586.02 utterances.], batch size: 17, lr: 2.24e-04
2022-11-24 15:41:48,155 INFO [train.py:818] (0/4) Epoch 25, batch 3500, loss[loss=0.06615, over 7291.00 frames. utt_duration=1460 frames, utt_pad_proportion=0.00562, over 20.00 utterances.], tot_loss[loss=0.07015, over 1465205.93 frames. utt_duration=1266 frames, utt_pad_proportion=0.05394, over 4635.11 utterances.], batch size: 20, lr: 2.24e-04
2022-11-24 15:42:23,021 INFO [train.py:818] (0/4) Epoch 25, batch 3550, loss[loss=0.1061, over 7150.00 frames. utt_duration=1684 frames, utt_pad_proportion=0.008245, over 17.00 utterances.], tot_loss[loss=0.06983, over 1465191.91 frames. utt_duration=1275 frames, utt_pad_proportion=0.05257, over 4600.66 utterances.], batch size: 17, lr: 2.24e-04
2022-11-24 15:42:59,444 INFO [train.py:818] (0/4) Epoch 25, batch 3600, loss[loss=0.1189, over 7376.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.007695, over 20.00 utterances.], tot_loss[loss=0.07021, over 1465446.19 frames. utt_duration=1295 frames, utt_pad_proportion=0.04668, over 4532.97 utterances.], batch size: 20, lr: 2.24e-04
2022-11-24 15:43:37,645 INFO [train.py:818] (0/4) Epoch 25, batch 3650, loss[loss=0.05262, over 7296.00 frames. utt_duration=1538 frames, utt_pad_proportion=0.00592, over 19.00 utterances.], tot_loss[loss=0.07045, over 1464874.31 frames. utt_duration=1282 frames, utt_pad_proportion=0.05221, over 4574.65 utterances.], batch size: 19, lr: 2.24e-04
2022-11-24 15:44:13,502 INFO [train.py:818] (0/4) Epoch 25, batch 3700, loss[loss=0.05031, over 7198.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.006687, over 19.00 utterances.], tot_loss[loss=0.07099, over 1464722.95 frames. utt_duration=1274 frames, utt_pad_proportion=0.05304, over 4605.62 utterances.], batch size: 19, lr: 2.24e-04
2022-11-24 15:44:51,419 INFO [train.py:818] (0/4) Epoch 25, batch 3750, loss[loss=0.1029, over 7283.00 frames. utt_duration=1081 frames, utt_pad_proportion=0.03525, over 27.00 utterances.], tot_loss[loss=0.07137, over 1465231.84 frames. utt_duration=1287 frames, utt_pad_proportion=0.0495, over 4558.23 utterances.], batch size: 27, lr: 2.24e-04
2022-11-24 15:45:28,295 INFO [train.py:818] (0/4) Epoch 25, batch 3800, loss[loss=0.07972, over 7436.00 frames. utt_duration=960.8 frames, utt_pad_proportion=0.07165, over 31.00 utterances.], tot_loss[loss=0.0712, over 1463893.91 frames. utt_duration=1296 frames, utt_pad_proportion=0.04724, over 4522.10 utterances.], batch size: 31, lr: 2.24e-04
2022-11-24 15:46:03,910 INFO [train.py:818] (0/4) Epoch 25, batch 3850, loss[loss=0.08065, over 7173.00 frames. utt_duration=1249 frames, utt_pad_proportion=0.01077, over 23.00 utterances.], tot_loss[loss=0.07178, over 1465102.10 frames. utt_duration=1284 frames, utt_pad_proportion=0.04857, over 4569.58 utterances.], batch size: 23, lr: 2.24e-04
2022-11-24 15:46:41,265 INFO [train.py:818] (0/4) Epoch 25, batch 3900, loss[loss=0.1169, over 7358.00 frames. utt_duration=461.5 frames, utt_pad_proportion=0.2823, over 64.00 utterances.], tot_loss[loss=0.07264, over 1466032.57 frames. utt_duration=1275 frames, utt_pad_proportion=0.05071, over 4605.42 utterances.], batch size: 64, lr: 2.24e-04
2022-11-24 15:47:17,684 INFO [train.py:818] (0/4) Epoch 25, batch 3950, loss[loss=0.0563, over 7320.00 frames. utt_duration=1724 frames, utt_pad_proportion=0.007315, over 17.00 utterances.], tot_loss[loss=0.07306, over 1465484.50 frames. utt_duration=1263 frames, utt_pad_proportion=0.05261, over 4645.62 utterances.], batch size: 17, lr: 2.24e-04
2022-11-24 15:47:53,464 INFO [train.py:818] (0/4) Epoch 25, batch 4000, loss[loss=0.08361, over 7399.00 frames. utt_duration=1559 frames, utt_pad_proportion=0.005773, over 19.00 utterances.], tot_loss[loss=0.07274, over 1465063.58 frames. utt_duration=1240 frames, utt_pad_proportion=0.0593, over 4733.34 utterances.], batch size: 19, lr: 2.24e-04
2022-11-24 15:48:31,912 INFO [train.py:818] (0/4) Epoch 25, batch 4050, loss[loss=0.06029, over 7340.00 frames. utt_duration=774.4 frames, utt_pad_proportion=0.117, over 38.00 utterances.], tot_loss[loss=0.07378, over 1466159.45 frames. utt_duration=1223 frames, utt_pad_proportion=0.06361, over 4801.31 utterances.], batch size: 38, lr: 2.24e-04
2022-11-24 15:49:08,555 INFO [train.py:818] (0/4) Epoch 25, batch 4100, loss[loss=0.0657, over 7378.00 frames. utt_duration=1407 frames, utt_pad_proportion=0.005889, over 21.00 utterances.], tot_loss[loss=0.07382, over 1466607.50 frames. utt_duration=1219 frames, utt_pad_proportion=0.06492, over 4817.91 utterances.], batch size: 21, lr: 2.24e-04
2022-11-24 15:49:44,803 INFO [train.py:818] (0/4) Epoch 25, batch 4150, loss[loss=0.08515, over 7355.00 frames. utt_duration=1281 frames, utt_pad_proportion=0.007179, over 23.00 utterances.], tot_loss[loss=0.07402, over 1467022.77 frames. utt_duration=1238 frames, utt_pad_proportion=0.06045, over 4746.51 utterances.], batch size: 23, lr: 2.24e-04
2022-11-24 15:50:23,045 INFO [train.py:818] (0/4) Epoch 25, batch 4200, loss[loss=0.07797, over 7311.00 frames. utt_duration=1331 frames, utt_pad_proportion=0.006009, over 22.00 utterances.], tot_loss[loss=0.07527, over 1466684.22 frames. utt_duration=1273 frames, utt_pad_proportion=0.05075, over 4615.39 utterances.], batch size: 22, lr: 2.24e-04
2022-11-24 15:50:58,966 INFO [train.py:818] (0/4) Epoch 25, batch 4250, loss[loss=0.09909, over 7385.00 frames. utt_duration=954.5 frames, utt_pad_proportion=0.07601, over 31.00 utterances.], tot_loss[loss=0.07594, over 1466882.65 frames. utt_duration=1285 frames, utt_pad_proportion=0.04779, over 4570.58 utterances.], batch size: 31, lr: 2.24e-04
2022-11-24 15:51:35,884 INFO [train.py:818] (0/4) Epoch 25, batch 4300, loss[loss=0.1302, over 7204.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.004109, over 20.00 utterances.], tot_loss[loss=0.07798, over 1465788.48 frames. utt_duration=1278 frames, utt_pad_proportion=0.0529, over 4592.02 utterances.], batch size: 20, lr: 2.24e-04
2022-11-24 15:52:13,277 INFO [train.py:818] (0/4) Epoch 25, batch 4350, loss[loss=0.05731, over 7203.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005448, over 20.00 utterances.], tot_loss[loss=0.08031, over 1465634.80 frames. utt_duration=1252 frames, utt_pad_proportion=0.06148, over 4688.03 utterances.], batch size: 20, lr: 2.24e-04
2022-11-24 15:52:48,355 INFO [train.py:818] (0/4) Epoch 25, batch 4400, loss[loss=0.1099, over 7479.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.005084, over 21.00 utterances.], tot_loss[loss=0.08055, over 1464338.56 frames. utt_duration=1267 frames, utt_pad_proportion=0.05821, over 4627.47 utterances.], batch size: 21, lr: 2.24e-04
2022-11-24 15:53:25,978 INFO [train.py:818] (0/4) Epoch 25, batch 4450, loss[loss=0.07462, over 7385.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.005549, over 19.00 utterances.], tot_loss[loss=0.08171, over 1465574.57 frames. utt_duration=1285 frames, utt_pad_proportion=0.05047, over 4566.37 utterances.], batch size: 19, lr: 2.24e-04
2022-11-24 15:54:04,083 INFO [train.py:818] (0/4) Epoch 25, batch 4500, loss[loss=0.07975, over 7342.00 frames. utt_duration=754.5 frames, utt_pad_proportion=0.1397, over 39.00 utterances.], tot_loss[loss=0.08291, over 1466488.99 frames. utt_duration=1260 frames, utt_pad_proportion=0.05824, over 4660.39 utterances.], batch size: 39, lr: 2.24e-04
2022-11-24 15:54:40,158 INFO [train.py:818] (0/4) Epoch 25, batch 4550, loss[loss=0.0822, over 7196.00 frames. utt_duration=1600 frames, utt_pad_proportion=0.006587, over 18.00 utterances.], tot_loss[loss=0.08551, over 1466789.47 frames. utt_duration=1235 frames, utt_pad_proportion=0.06825, over 4757.26 utterances.], batch size: 18, lr: 2.24e-04
2022-11-24 15:55:17,218 INFO [train.py:818] (0/4) Epoch 25, batch 4600, loss[loss=0.09779, over 7287.00 frames. utt_duration=1535 frames, utt_pad_proportion=0.005659, over 19.00 utterances.], tot_loss[loss=0.08503, over 1466683.10 frames. utt_duration=1253 frames, utt_pad_proportion=0.06449, over 4686.53 utterances.], batch size: 19, lr: 2.24e-04
2022-11-24 15:55:54,299 INFO [train.py:818] (0/4) Epoch 25, batch 4650, loss[loss=0.0656, over 7223.00 frames. utt_duration=1205 frames, utt_pad_proportion=0.01686, over 24.00 utterances.], tot_loss[loss=0.08474, over 1466393.44 frames. utt_duration=1258 frames, utt_pad_proportion=0.05887, over 4668.24 utterances.], batch size: 24, lr: 2.24e-04
2022-11-24 15:56:29,787 INFO [train.py:818] (0/4) Epoch 25, batch 4700, loss[loss=0.08688, over 7451.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01025, over 17.00 utterances.], tot_loss[loss=0.08518, over 1466919.95 frames. utt_duration=1258 frames, utt_pad_proportion=0.06121, over 4668.27 utterances.], batch size: 17, lr: 2.24e-04
2022-11-24 15:57:07,646 INFO [train.py:818] (0/4) Epoch 25, batch 4750, loss[loss=0.1046, over 7445.00 frames. utt_duration=765.1 frames, utt_pad_proportion=0.1226, over 39.00 utterances.], tot_loss[loss=0.08678, over 1466644.75 frames. utt_duration=1245 frames, utt_pad_proportion=0.06152, over 4717.70 utterances.], batch size: 39, lr: 2.24e-04
2022-11-24 15:57:44,666 INFO [train.py:818] (0/4) Epoch 25, batch 4800, loss[loss=0.08877, over 7489.00 frames. utt_duration=1578 frames, utt_pad_proportion=0.005538, over 19.00 utterances.], tot_loss[loss=0.08735, over 1467738.95 frames. utt_duration=1250 frames, utt_pad_proportion=0.06207, over 4703.68 utterances.], batch size: 19, lr: 2.24e-04
2022-11-24 15:58:21,505 INFO [train.py:818] (0/4) Epoch 25, batch 4850, loss[loss=0.1113, over 7291.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.006298, over 19.00 utterances.], tot_loss[loss=0.08777, over 1466301.46 frames. utt_duration=1241 frames, utt_pad_proportion=0.06475, over 4733.38 utterances.], batch size: 19, lr: 2.24e-04
2022-11-24 15:59:00,484 INFO [train.py:818] (0/4) Epoch 25, batch 4900, loss[loss=0.05067, over 7316.00 frames. utt_duration=1723 frames, utt_pad_proportion=0.00776, over 17.00 utterances.], tot_loss[loss=0.08897, over 1466682.63 frames. utt_duration=1223 frames, utt_pad_proportion=0.06705, over 4803.53 utterances.], batch size: 17, lr: 2.24e-04
2022-11-24 15:59:36,749 INFO [train.py:818] (0/4) Epoch 25, batch 4950, loss[loss=0.09745, over 7488.00 frames. utt_duration=1153 frames, utt_pad_proportion=0.02351, over 26.00 utterances.], tot_loss[loss=0.08836, over 1466818.51 frames. utt_duration=1225 frames, utt_pad_proportion=0.06518, over 4795.09 utterances.], batch size: 26, lr: 2.24e-04
2022-11-24 16:00:13,471 INFO [train.py:818] (0/4) Epoch 25, batch 5000, loss[loss=0.053, over 7209.00 frames. utt_duration=1603 frames, utt_pad_proportion=0.005376, over 18.00 utterances.], tot_loss[loss=0.08686, over 1466855.73 frames. utt_duration=1258 frames, utt_pad_proportion=0.05633, over 4671.40 utterances.], batch size: 18, lr: 2.23e-04
2022-11-24 16:00:51,200 INFO [train.py:818] (0/4) Epoch 25, batch 5050, loss[loss=0.1064, over 7433.00 frames. utt_duration=960.3 frames, utt_pad_proportion=0.06858, over 31.00 utterances.], tot_loss[loss=0.08746, over 1466225.99 frames. utt_duration=1232 frames, utt_pad_proportion=0.0596, over 4765.47 utterances.], batch size: 31, lr: 2.23e-04
2022-11-24 16:01:26,947 INFO [train.py:818] (0/4) Epoch 25, batch 5100, loss[loss=0.09461, over 7165.00 frames. utt_duration=1687 frames, utt_pad_proportion=0.008571, over 17.00 utterances.], tot_loss[loss=0.08716, over 1466791.02 frames. utt_duration=1251 frames, utt_pad_proportion=0.05403, over 4695.19 utterances.], batch size: 17, lr: 2.23e-04
2022-11-24 16:02:04,278 INFO [train.py:818] (0/4) Epoch 25, batch 5150, loss[loss=0.09578, over 7476.00 frames. utt_duration=966.3 frames, utt_pad_proportion=0.06364, over 31.00 utterances.], tot_loss[loss=0.08768, over 1467500.58 frames. utt_duration=1225 frames, utt_pad_proportion=0.06056, over 4799.03 utterances.], batch size: 31, lr: 2.23e-04
2022-11-24 16:02:41,695 INFO [train.py:818] (0/4) Epoch 25, batch 5200, loss[loss=0.1064, over 7445.00 frames. utt_duration=1147 frames, utt_pad_proportion=0.0305, over 26.00 utterances.], tot_loss[loss=0.08741, over 1467801.45 frames. utt_duration=1240 frames, utt_pad_proportion=0.0605, over 4738.97 utterances.], batch size: 26, lr: 2.23e-04
2022-11-24 16:03:18,360 INFO [train.py:818] (0/4) Epoch 25, batch 5250, loss[loss=0.08262, over 7389.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.00541, over 20.00 utterances.], tot_loss[loss=0.08771, over 1467144.96 frames. utt_duration=1219 frames, utt_pad_proportion=0.06734, over 4821.65 utterances.], batch size: 20, lr: 2.23e-04
2022-11-24 16:03:55,464 INFO [train.py:818] (0/4) Epoch 25, batch 5300, loss[loss=0.09418, over 7451.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.01127, over 17.00 utterances.], tot_loss[loss=0.08805, over 1466843.45 frames. utt_duration=1238 frames, utt_pad_proportion=0.0619, over 4746.74 utterances.], batch size: 17, lr: 2.23e-04
2022-11-24 16:04:32,292 INFO [train.py:818] (0/4) Epoch 25, batch 5350, loss[loss=0.06575, over 7194.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.004149, over 20.00 utterances.], tot_loss[loss=0.08766, over 1465335.42 frames. utt_duration=1233 frames, utt_pad_proportion=0.06147, over 4760.01 utterances.], batch size: 20, lr: 2.23e-04
2022-11-24 16:05:08,320 INFO [train.py:818] (0/4) Epoch 25, batch 5400, loss[loss=0.0888, over 7297.00 frames. utt_duration=1719 frames, utt_pad_proportion=0.009493, over 17.00 utterances.], tot_loss[loss=0.08804, over 1464497.70 frames. utt_duration=1243 frames, utt_pad_proportion=0.05824, over 4717.50 utterances.], batch size: 17, lr: 2.23e-04
2022-11-24 16:05:46,686 INFO [train.py:818] (0/4) Epoch 25, batch 5450, loss[loss=0.1181, over 7441.00 frames. utt_duration=1753 frames, utt_pad_proportion=0.01086, over 17.00 utterances.], tot_loss[loss=0.08751, over 1466483.87 frames. utt_duration=1260 frames, utt_pad_proportion=0.05483, over 4661.12 utterances.], batch size: 17, lr: 2.23e-04
2022-11-24 16:06:22,029 INFO [train.py:818] (0/4) Epoch 25, batch 5500, loss[loss=0.09095, over 7101.00 frames. utt_duration=1580 frames, utt_pad_proportion=0.005839, over 18.00 utterances.], tot_loss[loss=0.08743, over 1465505.24 frames. utt_duration=1265 frames, utt_pad_proportion=0.05334, over 4640.50 utterances.], batch size: 18, lr: 2.23e-04
2022-11-24 16:06:58,742 INFO [train.py:818] (0/4) Epoch 25, batch 5550, loss[loss=0.06734, over 7319.00 frames. utt_duration=1628 frames, utt_pad_proportion=0.007385, over 18.00 utterances.], tot_loss[loss=0.08742, over 1466812.09 frames. utt_duration=1268 frames, utt_pad_proportion=0.0521, over 4633.68 utterances.], batch size: 18, lr: 2.23e-04
2022-11-24 16:07:35,562 INFO [train.py:818] (0/4) Epoch 25, batch 5600, loss[loss=0.05599, over 7305.00 frames. utt_duration=1625 frames, utt_pad_proportion=0.008576, over 18.00 utterances.], tot_loss[loss=0.08749, over 1467672.66 frames. utt_duration=1281 frames, utt_pad_proportion=0.0491, over 4587.60 utterances.], batch size: 18, lr: 2.23e-04
2022-11-24 16:08:11,549 INFO [train.py:818] (0/4) Epoch 25, batch 5650, loss[loss=0.09334, over 7192.00 frames. utt_duration=1372 frames, utt_pad_proportion=0.005421, over 21.00 utterances.], tot_loss[loss=0.08712, over 1466903.47 frames. utt_duration=1271 frames, utt_pad_proportion=0.05277, over 4622.38 utterances.], batch size: 21, lr: 2.23e-04
2022-11-24 16:08:48,764 INFO [train.py:818] (0/4) Epoch 25, batch 5700, loss[loss=0.102, over 7268.00 frames. utt_duration=1078 frames, utt_pad_proportion=0.03644, over 27.00 utterances.], tot_loss[loss=0.08658, over 1466511.00 frames. utt_duration=1267 frames, utt_pad_proportion=0.05159, over 4634.52 utterances.], batch size: 27, lr: 2.23e-04
2022-11-24 16:09:26,157 INFO [train.py:818] (0/4) Epoch 25, batch 5750, loss[loss=0.1205, over 7175.00 frames. utt_duration=1690 frames, utt_pad_proportion=0.007051, over 17.00 utterances.], tot_loss[loss=0.08621, over 1466185.80 frames. utt_duration=1292 frames, utt_pad_proportion=0.0455, over 4544.66 utterances.], batch size: 17, lr: 2.23e-04
2022-11-24 16:10:02,901 INFO [train.py:818] (0/4) Epoch 25, batch 5800, loss[loss=0.07732, over 7193.00 frames. utt_duration=1440 frames, utt_pad_proportion=0.006931, over 20.00 utterances.], tot_loss[loss=0.08788, over 1465461.33 frames. utt_duration=1220 frames, utt_pad_proportion=0.06582, over 4811.39 utterances.], batch size: 20, lr: 2.23e-04
2022-11-24 16:10:40,969 INFO [train.py:818] (0/4) Epoch 25, batch 5850, loss[loss=0.09379, over 7205.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005207, over 20.00 utterances.], tot_loss[loss=0.08827, over 1465923.57 frames. utt_duration=1244 frames, utt_pad_proportion=0.06323, over 4718.34 utterances.], batch size: 20, lr: 2.23e-04
2022-11-24 16:11:17,488 INFO [train.py:818] (0/4) Epoch 25, batch 5900, loss[loss=0.1282, over 7240.00 frames. utt_duration=1208 frames, utt_pad_proportion=0.01129, over 24.00 utterances.], tot_loss[loss=0.08774, over 1465903.42 frames. utt_duration=1257 frames, utt_pad_proportion=0.05884, over 4671.88 utterances.], batch size: 24, lr: 2.23e-04
2022-11-24 16:11:52,863 INFO [train.py:818] (0/4) Epoch 25, batch 5950, loss[loss=0.1039, over 7477.00 frames. utt_duration=1497 frames, utt_pad_proportion=0.005482, over 20.00 utterances.], tot_loss[loss=0.0886, over 1464777.01 frames. utt_duration=1279 frames, utt_pad_proportion=0.05047, over 4585.92 utterances.], batch size: 20, lr: 2.23e-04
2022-11-24 16:12:30,598 INFO [train.py:818] (0/4) Epoch 25, batch 6000, loss[loss=0.1082, over 7276.00 frames. utt_duration=971.8 frames, utt_pad_proportion=0.05654, over 30.00 utterances.], tot_loss[loss=0.08915, over 1464844.53 frames. utt_duration=1275 frames, utt_pad_proportion=0.05227, over 4601.80 utterances.], batch size: 30, lr: 2.23e-04
2022-11-24 16:12:30,600 INFO [train.py:838] (0/4) Computing validation loss
2022-11-24 16:12:50,555 INFO [train.py:847] (0/4) Epoch 25, validation: loss=0.04716, over 944034.00 frames. utt_duration=679.8 frames, utt_pad_proportion=0.1322, over 5567.00 utterances.
2022-11-24 16:13:26,246 INFO [train.py:818] (0/4) Epoch 25, batch 6050, loss[loss=0.07766, over 7387.00 frames. utt_duration=1479 frames, utt_pad_proportion=0.005582, over 20.00 utterances.], tot_loss[loss=0.0885, over 1464401.62 frames. utt_duration=1292 frames, utt_pad_proportion=0.04851, over 4537.63 utterances.], batch size: 20, lr: 2.23e-04
2022-11-24 16:14:04,931 INFO [train.py:818] (0/4) Epoch 25, batch 6100, loss[loss=0.08333, over 7493.00 frames. utt_duration=1579 frames, utt_pad_proportion=0.00636, over 19.00 utterances.], tot_loss[loss=0.08847, over 1464629.77 frames. utt_duration=1250 frames, utt_pad_proportion=0.06057, over 4692.80 utterances.], batch size: 19, lr: 2.23e-04
2022-11-24 16:14:42,425 INFO [train.py:818] (0/4) Epoch 25, batch 6150, loss[loss=0.09588, over 7201.00 frames. utt_duration=1517 frames, utt_pad_proportion=0.005656, over 19.00 utterances.], tot_loss[loss=0.08786, over 1465777.64 frames. utt_duration=1244 frames, utt_pad_proportion=0.06042, over 4719.49 utterances.], batch size: 19, lr: 2.23e-04
2022-11-24 16:15:19,503 INFO [train.py:818] (0/4) Epoch 25, batch 6200, loss[loss=0.05895, over 7272.00 frames. utt_duration=1532 frames, utt_pad_proportion=0.006212, over 19.00 utterances.], tot_loss[loss=0.08565, over 1465977.64 frames. utt_duration=1236 frames, utt_pad_proportion=0.06528, over 4748.80 utterances.], batch size: 19, lr: 2.23e-04
2022-11-24 16:15:55,997 INFO [train.py:818] (0/4) Epoch 25, batch 6250, loss[loss=0.102, over 7461.00 frames. utt_duration=1245 frames, utt_pad_proportion=0.01503, over 24.00 utterances.], tot_loss[loss=0.08559, over 1465908.22 frames. utt_duration=1255 frames, utt_pad_proportion=0.05706, over 4679.27 utterances.], batch size: 24, lr: 2.23e-04
2022-11-24 16:16:32,037 INFO [train.py:818] (0/4) Epoch 25, batch 6300, loss[loss=0.08036, over 7456.00 frames. utt_duration=1756 frames, utt_pad_proportion=0.01077, over 17.00 utterances.], tot_loss[loss=0.08518, over 1465295.79 frames. utt_duration=1263 frames, utt_pad_proportion=0.05504, over 4647.35 utterances.], batch size: 17, lr: 2.23e-04
2022-11-24 16:17:09,828 INFO [train.py:818] (0/4) Epoch 25, batch 6350, loss[loss=0.09722, over 7473.00 frames. utt_duration=1151 frames, utt_pad_proportion=0.02666, over 26.00 utterances.], tot_loss[loss=0.08548, over 1465220.27 frames. utt_duration=1264 frames, utt_pad_proportion=0.05177, over 4644.03 utterances.], batch size: 26, lr: 2.23e-04
2022-11-24 16:17:46,870 INFO [train.py:818] (0/4) Epoch 25, batch 6400, loss[loss=0.1063, over 7286.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.007247, over 19.00 utterances.], tot_loss[loss=0.08582, over 1466283.92 frames. utt_duration=1253 frames, utt_pad_proportion=0.05491, over 4686.22 utterances.], batch size: 19, lr: 2.23e-04
2022-11-24 16:18:22,817 INFO [train.py:818] (0/4) Epoch 25, batch 6450, loss[loss=0.08548, over 7431.00 frames. utt_duration=960.5 frames, utt_pad_proportion=0.07023, over 31.00 utterances.], tot_loss[loss=0.0874, over 1466646.52 frames. utt_duration=1215 frames, utt_pad_proportion=0.06592, over 4835.64 utterances.], batch size: 31, lr: 2.23e-04
2022-11-24 16:19:00,430 INFO [train.py:818] (0/4) Epoch 25, batch 6500, loss[loss=0.08164, over 7203.00 frames. utt_duration=1602 frames, utt_pad_proportion=0.006169, over 18.00 utterances.], tot_loss[loss=0.08818, over 1466064.04 frames. utt_duration=1183 frames, utt_pad_proportion=0.07661, over 4963.18 utterances.], batch size: 18, lr: 2.23e-04
2022-11-24 16:19:36,803 INFO [train.py:818] (0/4) Epoch 25, batch 6550, loss[loss=0.07617, over 7462.00 frames. utt_duration=1757 frames, utt_pad_proportion=0.007278, over 17.00 utterances.], tot_loss[loss=0.0889, over 1464760.02 frames. utt_duration=1222 frames, utt_pad_proportion=0.06577, over 4801.70 utterances.], batch size: 17, lr: 2.23e-04
2022-11-24 16:20:12,168 INFO [train.py:818] (0/4) Epoch 25, batch 6600, loss[loss=0.0773, over 7201.00 frames. utt_duration=1442 frames, utt_pad_proportion=0.005724, over 20.00 utterances.], tot_loss[loss=0.08773, over 1462959.28 frames. utt_duration=1257 frames, utt_pad_proportion=0.05498, over 4660.81 utterances.], batch size: 20, lr: 2.23e-04
2022-11-24 16:20:49,584 INFO [train.py:818] (0/4) Epoch 25, batch 6650, loss[loss=0.1126, over 7456.00 frames. utt_duration=1244 frames, utt_pad_proportion=0.01358, over 24.00 utterances.], tot_loss[loss=0.08648, over 1463658.04 frames. utt_duration=1278 frames, utt_pad_proportion=0.04776, over 4587.01 utterances.], batch size: 24, lr: 2.23e-04
2022-11-24 16:21:26,462 INFO [train.py:818] (0/4) Epoch 25, batch 6700, loss[loss=0.09812, over 7464.00 frames. utt_duration=1423 frames, utt_pad_proportion=0.005952, over 21.00 utterances.], tot_loss[loss=0.08685, over 1464108.35 frames. utt_duration=1238 frames, utt_pad_proportion=0.06104, over 4736.34 utterances.], batch size: 21, lr: 2.23e-04
2022-11-24 16:22:02,761 INFO [train.py:818] (0/4) Epoch 25, batch 6750, loss[loss=0.0984, over 7385.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005549, over 21.00 utterances.], tot_loss[loss=0.08659, over 1464292.82 frames. utt_duration=1246 frames, utt_pad_proportion=0.05875, over 4707.11 utterances.], batch size: 21, lr: 2.23e-04
2022-11-24 16:22:39,343 INFO [train.py:818] (0/4) Epoch 25, batch 6800, loss[loss=0.09367, over 7380.00 frames. utt_duration=778.4 frames, utt_pad_proportion=0.1155, over 38.00 utterances.], tot_loss[loss=0.08641, over 1464167.31 frames. utt_duration=1246 frames, utt_pad_proportion=0.0558, over 4705.37 utterances.], batch size: 38, lr: 2.23e-04
2022-11-24 16:23:16,014 INFO [train.py:818] (0/4) Epoch 25, batch 6850, loss[loss=0.061, over 7245.00 frames. utt_duration=1813 frames, utt_pad_proportion=0.02638, over 16.00 utterances.], tot_loss[loss=0.08654, over 1464076.70 frames. utt_duration=1234 frames, utt_pad_proportion=0.05862, over 4749.94 utterances.], batch size: 16, lr: 2.23e-04
2022-11-24 16:23:52,575 INFO [train.py:818] (0/4) Epoch 25, batch 6900, loss[loss=0.07553, over 7324.00 frames. utt_duration=1629 frames, utt_pad_proportion=0.006775, over 18.00 utterances.], tot_loss[loss=0.08679, over 1464061.35 frames. utt_duration=1223 frames, utt_pad_proportion=0.06332, over 4794.13 utterances.], batch size: 18, lr: 2.23e-04
2022-11-24 16:24:29,549 INFO [train.py:818] (0/4) Epoch 25, batch 6950, loss[loss=0.06841, over 7204.00 frames. utt_duration=1518 frames, utt_pad_proportion=0.005859, over 19.00 utterances.], tot_loss[loss=0.08677, over 1464404.58 frames. utt_duration=1235 frames, utt_pad_proportion=0.06192, over 4750.18 utterances.], batch size: 19, lr: 2.22e-04
2022-11-24 16:25:07,160 INFO [train.py:818] (0/4) Epoch 25, batch 7000, loss[loss=0.06956, over 7457.00 frames. utt_duration=963.8 frames, utt_pad_proportion=0.06785, over 31.00 utterances.], tot_loss[loss=0.08693, over 1465732.72 frames. utt_duration=1194 frames, utt_pad_proportion=0.0774, over 4916.76 utterances.], batch size: 31, lr: 2.22e-04
2022-11-24 16:25:43,917 INFO [train.py:818] (0/4) Epoch 25, batch 7050, loss[loss=0.03999, over 7176.00 frames. utt_duration=1368 frames, utt_pad_proportion=0.007631, over 21.00 utterances.], tot_loss[loss=0.08582, over 1465875.86 frames. utt_duration=1213 frames, utt_pad_proportion=0.06992, over 4838.86 utterances.], batch size: 21, lr: 2.22e-04
2022-11-24 16:26:21,363 INFO [train.py:818] (0/4) Epoch 25, batch 7100, loss[loss=0.0917, over 7472.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.01365, over 24.00 utterances.], tot_loss[loss=0.087, over 1465388.02 frames. utt_duration=1200 frames, utt_pad_proportion=0.07452, over 4890.48 utterances.], batch size: 24, lr: 2.22e-04
2022-11-24 16:26:57,993 INFO [train.py:818] (0/4) Epoch 25, batch 7150, loss[loss=0.08825, over 7290.00 frames. utt_duration=1536 frames, utt_pad_proportion=0.005318, over 19.00 utterances.], tot_loss[loss=0.08799, over 1466075.55 frames. utt_duration=1190 frames, utt_pad_proportion=0.07511, over 4932.60 utterances.], batch size: 19, lr: 2.22e-04
2022-11-24 16:27:35,741 INFO [train.py:818] (0/4) Epoch 25, batch 7200, loss[loss=0.07216, over 7390.00 frames. utt_duration=1480 frames, utt_pad_proportion=0.004876, over 20.00 utterances.], tot_loss[loss=0.08743, over 1466621.87 frames. utt_duration=1214 frames, utt_pad_proportion=0.06794, over 4840.00 utterances.], batch size: 20, lr: 2.22e-04
2022-11-24 16:28:13,354 INFO [train.py:818] (0/4) Epoch 25, batch 7250, loss[loss=0.09949, over 7171.00 frames. utt_duration=1367 frames, utt_pad_proportion=0.006437, over 21.00 utterances.], tot_loss[loss=0.08754, over 1466706.54 frames. utt_duration=1237 frames, utt_pad_proportion=0.05912, over 4748.42 utterances.], batch size: 21, lr: 2.22e-04
2022-11-24 16:28:50,216 INFO [train.py:818] (0/4) Epoch 25, batch 7300, loss[loss=0.1625, over 7174.00 frames. utt_duration=1306 frames, utt_pad_proportion=0.008697, over 22.00 utterances.], tot_loss[loss=0.08932, over 1465678.36 frames. utt_duration=1220 frames, utt_pad_proportion=0.06467, over 4811.28 utterances.], batch size: 22, lr: 2.22e-04
2022-11-24 16:29:26,651 INFO [train.py:818] (0/4) Epoch 25, batch 7350, loss[loss=0.06346, over 7476.00 frames. utt_duration=1248 frames, utt_pad_proportion=0.01302, over 24.00 utterances.], tot_loss[loss=0.08819, over 1465137.32 frames. utt_duration=1239 frames, utt_pad_proportion=0.06028, over 4736.40 utterances.], batch size: 24, lr: 2.22e-04
2022-11-24 16:30:03,720 INFO [train.py:818] (0/4) Epoch 25, batch 7400, loss[loss=0.09031, over 7371.00 frames. utt_duration=1476 frames, utt_pad_proportion=0.008266, over 20.00 utterances.], tot_loss[loss=0.0891, over 1466662.40 frames. utt_duration=1245 frames, utt_pad_proportion=0.05826, over 4719.34 utterances.], batch size: 20, lr: 2.22e-04
2022-11-24 16:30:41,595 INFO [train.py:818] (0/4) Epoch 25, batch 7450, loss[loss=0.13, over 7475.00 frames. utt_duration=1247 frames, utt_pad_proportion=0.0139, over 24.00 utterances.], tot_loss[loss=0.08766, over 1465514.40 frames. utt_duration=1252 frames, utt_pad_proportion=0.05744, over 4685.94 utterances.], batch size: 24, lr: 2.22e-04
2022-11-24 16:31:19,072 INFO [train.py:818] (0/4) Epoch 25, batch 7500, loss[loss=0.09517, over 7297.00 frames. utt_duration=1461 frames, utt_pad_proportion=0.004768, over 20.00 utterances.], tot_loss[loss=0.08722, over 1465751.96 frames. utt_duration=1258 frames, utt_pad_proportion=0.05484, over 4666.27 utterances.], batch size: 20, lr: 2.22e-04
2022-11-24 16:31:55,932 INFO [train.py:818] (0/4) Epoch 25, batch 7550, loss[loss=0.07927, over 7403.00 frames. utt_duration=1560 frames, utt_pad_proportion=0.004568, over 19.00 utterances.], tot_loss[loss=0.0861, over 1465262.84 frames. utt_duration=1270 frames, utt_pad_proportion=0.04905, over 4620.94 utterances.], batch size: 19, lr: 2.22e-04
2022-11-24 16:32:33,937 INFO [train.py:818] (0/4) Epoch 25, batch 7600, loss[loss=0.1322, over 7381.00 frames. utt_duration=1555 frames, utt_pad_proportion=0.006755, over 19.00 utterances.], tot_loss[loss=0.08593, over 1465376.67 frames. utt_duration=1283 frames, utt_pad_proportion=0.04711, over 4573.23 utterances.], batch size: 19, lr: 2.22e-04
2022-11-24 16:33:11,026 INFO [train.py:818] (0/4) Epoch 25, batch 7650, loss[loss=0.07429, over 7295.00 frames. utt_duration=1391 frames, utt_pad_proportion=0.005246, over 21.00 utterances.], tot_loss[loss=0.08563, over 1465611.71 frames. utt_duration=1284 frames, utt_pad_proportion=0.04634, over 4572.41 utterances.], batch size: 21, lr: 2.22e-04
2022-11-24 16:33:47,552 INFO [train.py:818] (0/4) Epoch 25, batch 7700, loss[loss=0.08358, over 7436.00 frames. utt_duration=1751 frames, utt_pad_proportion=0.01175, over 17.00 utterances.], tot_loss[loss=0.08608, over 1465885.04 frames. utt_duration=1287 frames, utt_pad_proportion=0.04779, over 4561.37 utterances.], batch size: 17, lr: 2.22e-04
2022-11-24 16:34:25,516 INFO [train.py:818] (0/4) Epoch 25, batch 7750, loss[loss=0.08822, over 7298.00 frames. utt_duration=1718 frames, utt_pad_proportion=0.0101, over 17.00 utterances.], tot_loss[loss=0.0874, over 1465684.13 frames. utt_duration=1264 frames, utt_pad_proportion=0.05306, over 4645.35 utterances.], batch size: 17, lr: 2.22e-04
2022-11-24 16:35:01,940 INFO [train.py:818] (0/4) Epoch 25, batch 7800, loss[loss=0.139, over 7451.00 frames. utt_duration=433.4 frames, utt_pad_proportion=0.3217, over 69.00 utterances.], tot_loss[loss=0.087, over 1465268.40 frames. utt_duration=1256 frames, utt_pad_proportion=0.05652, over 4672.78 utterances.], batch size: 69, lr: 2.22e-04
2022-11-24 16:35:39,404 INFO [train.py:818] (0/4) Epoch 25, batch 7850, loss[loss=0.128, over 7177.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.007562, over 21.00 utterances.], tot_loss[loss=0.08735, over 1465591.65 frames. utt_duration=1253 frames, utt_pad_proportion=0.06078, over 4682.84 utterances.], batch size: 21, lr: 2.22e-04
2022-11-24 16:36:16,801 INFO [train.py:818] (0/4) Epoch 25, batch 7900, loss[loss=0.04981, over 7388.00 frames. utt_duration=1557 frames, utt_pad_proportion=0.006617, over 19.00 utterances.], tot_loss[loss=0.08816, over 1467172.69 frames. utt_duration=1237 frames, utt_pad_proportion=0.06252, over 4751.20 utterances.], batch size: 19, lr: 2.22e-04
2022-11-24 16:36:53,252 INFO [train.py:818] (0/4) Epoch 25, batch 7950, loss[loss=0.09562, over 7472.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.007167, over 20.00 utterances.], tot_loss[loss=0.08836, over 1467894.94 frames. utt_duration=1231 frames, utt_pad_proportion=0.06314, over 4774.65 utterances.], batch size: 20, lr: 2.22e-04
2022-11-24 16:37:30,468 INFO [train.py:818] (0/4) Epoch 25, batch 8000, loss[loss=0.09273, over 7240.00 frames. utt_duration=966.4 frames, utt_pad_proportion=0.06084, over 30.00 utterances.], tot_loss[loss=0.08867, over 1467389.61 frames. utt_duration=1204 frames, utt_pad_proportion=0.06969, over 4882.67 utterances.], batch size: 30, lr: 2.22e-04
2022-11-24 16:38:08,485 INFO [train.py:818] (0/4) Epoch 25, batch 8050, loss[loss=0.1005, over 7304.00 frames. utt_duration=770.2 frames, utt_pad_proportion=0.1258, over 38.00 utterances.], tot_loss[loss=0.08769, over 1467338.80 frames. utt_duration=1215 frames, utt_pad_proportion=0.06742, over 4835.37 utterances.], batch size: 38, lr: 2.22e-04
2022-11-24 16:38:44,326 INFO [train.py:818] (0/4) Epoch 25, batch 8100, loss[loss=0.1173, over 7471.00 frames. utt_duration=1496 frames, utt_pad_proportion=0.006806, over 20.00 utterances.], tot_loss[loss=0.08786, over 1467741.53 frames. utt_duration=1234 frames, utt_pad_proportion=0.06225, over 4762.52 utterances.], batch size: 20, lr: 2.22e-04
2022-11-24 16:39:22,940 INFO [train.py:818] (0/4) Epoch 25, batch 8150, loss[loss=0.09777, over 7372.00 frames. utt_duration=1406 frames, utt_pad_proportion=0.00559, over 21.00 utterances.], tot_loss[loss=0.08865, over 1467157.95 frames. utt_duration=1214 frames, utt_pad_proportion=0.06914, over 4839.77 utterances.], batch size: 21, lr: 2.22e-04
2022-11-24 16:39:59,498 INFO [train.py:818] (0/4) Epoch 25, batch 8200, loss[loss=0.1005, over 7472.00 frames. utt_duration=1424 frames, utt_pad_proportion=0.005981, over 21.00 utterances.], tot_loss[loss=0.08958, over 1466660.44 frames. utt_duration=1216 frames, utt_pad_proportion=0.07223, over 4832.22 utterances.], batch size: 21, lr: 2.22e-04
2022-11-24 16:40:37,605 INFO [train.py:818] (0/4) Epoch 25, batch 8250, loss[loss=0.05131, over 7455.00 frames. utt_duration=1755 frames, utt_pad_proportion=0.009395, over 17.00 utterances.], tot_loss[loss=0.08939, over 1466208.50 frames. utt_duration=1212 frames, utt_pad_proportion=0.07103, over 4844.59 utterances.], batch size: 17, lr: 2.22e-04
2022-11-24 16:41:14,138 INFO [train.py:818] (0/4) Epoch 25, batch 8300, loss[loss=0.07607, over 7247.00 frames. utt_duration=967.7 frames, utt_pad_proportion=0.06325, over 30.00 utterances.], tot_loss[loss=0.08929, over 1466863.66 frames. utt_duration=1189 frames, utt_pad_proportion=0.07138, over 4939.61 utterances.], batch size: 30, lr: 2.22e-04
2022-11-24 16:41:51,494 INFO [train.py:818] (0/4) Epoch 25, batch 8350, loss[loss=0.1428, over 7324.00 frames. utt_duration=420.2 frames, utt_pad_proportion=0.3424, over 70.00 utterances.], tot_loss[loss=0.08864, over 1467346.44 frames. utt_duration=1183 frames, utt_pad_proportion=0.07328, over 4966.90 utterances.], batch size: 70, lr: 2.22e-04
2022-11-24 16:42:29,585 INFO [train.py:818] (0/4) Epoch 25, batch 8400, loss[loss=0.1012, over 7330.00 frames. utt_duration=947.7 frames, utt_pad_proportion=0.08345, over 31.00 utterances.], tot_loss[loss=0.08793, over 1466716.86 frames. utt_duration=1188 frames, utt_pad_proportion=0.07368, over 4946.36 utterances.], batch size: 31, lr: 2.22e-04
2022-11-24 16:43:06,150 INFO [train.py:818] (0/4) Epoch 25, batch 8450, loss[loss=0.1012, over 7375.00 frames. utt_duration=1477 frames, utt_pad_proportion=0.006859, over 20.00 utterances.], tot_loss[loss=0.08705, over 1465857.11 frames. utt_duration=1209 frames, utt_pad_proportion=0.06716, over 4857.63 utterances.], batch size: 20, lr: 2.22e-04
2022-11-24 16:43:42,665 INFO [train.py:818] (0/4) Epoch 25, batch 8500, loss[loss=0.06912, over 7484.00 frames. utt_duration=1498 frames, utt_pad_proportion=0.00564, over 20.00 utterances.], tot_loss[loss=0.08836, over 1465744.11 frames. utt_duration=1208 frames, utt_pad_proportion=0.06721, over 4860.57 utterances.], batch size: 20, lr: 2.22e-04
2022-11-24 16:44:20,588 INFO [train.py:818] (0/4) Epoch 25, batch 8550, loss[loss=0.104, over 7294.00 frames. utt_duration=1537 frames, utt_pad_proportion=0.006362, over 19.00 utterances.], tot_loss[loss=0.08691, over 1464636.61 frames. utt_duration=1226 frames, utt_pad_proportion=0.06384, over 4784.90 utterances.], batch size: 19, lr: 2.22e-04
2022-11-24 16:44:57,679 INFO [train.py:818] (0/4) Epoch 25, batch 8600, loss[loss=0.09438, over 7260.00 frames. utt_duration=1212 frames, utt_pad_proportion=0.01263, over 24.00 utterances.], tot_loss[loss=0.08637, over 1465544.95 frames. utt_duration=1218 frames, utt_pad_proportion=0.06264, over 4817.64 utterances.], batch size: 24, lr: 2.22e-04
2022-11-24 16:45:33,704 INFO [train.py:818] (0/4) Epoch 25, batch 8650, loss[loss=0.06379, over 7480.00 frames. utt_duration=1426 frames, utt_pad_proportion=0.004951, over 21.00 utterances.], tot_loss[loss=0.08734, over 1465373.60 frames. utt_duration=1224 frames, utt_pad_proportion=0.06341, over 4793.81 utterances.], batch size: 21, lr: 2.22e-04
2022-11-24 16:46:10,009 INFO [train.py:818] (0/4) Epoch 25, batch 8700, loss[loss=0.0895, over 7384.00 frames. utt_duration=1556 frames, utt_pad_proportion=0.005986, over 19.00 utterances.], tot_loss[loss=0.08815, over 1464526.51 frames. utt_duration=1212 frames, utt_pad_proportion=0.06958, over 4838.50 utterances.], batch size: 19, lr: 2.22e-04
2022-11-24 16:46:47,000 INFO [train.py:818] (0/4) Epoch 25, batch 8750, loss[loss=0.0983, over 7382.00 frames. utt_duration=1408 frames, utt_pad_proportion=0.005952, over 21.00 utterances.], tot_loss[loss=0.08821, over 1464747.63 frames. utt_duration=1219 frames, utt_pad_proportion=0.06699, over 4814.02 utterances.], batch size: 21, lr: 2.22e-04
2022-11-24 16:47:22,598 INFO [train.py:818] (0/4) Epoch 25, batch 8800, loss[loss=0.07729, over 7183.00 frames. utt_duration=1369 frames, utt_pad_proportion=0.006941, over 21.00 utterances.], tot_loss[loss=0.08876, over 1464078.63 frames. utt_duration=1207 frames, utt_pad_proportion=0.06982, over 4859.36 utterances.], batch size: 21, lr: 2.22e-04
2022-11-24 16:47:59,613 INFO [train.py:818] (0/4) Epoch 25, batch 8850, loss[loss=0.07397, over 7217.00 frames. utt_duration=1204 frames, utt_pad_proportion=0.01764, over 24.00 utterances.], tot_loss[loss=0.08851, over 1464427.52 frames. utt_duration=1189 frames, utt_pad_proportion=0.07613, over 4932.72 utterances.], batch size: 24, lr: 2.22e-04
2022-11-24 16:48:38,250 INFO [checkpoint.py:75] (0/4) Saving checkpoint to conformer_ctc3/exp-full/epoch-25.pt
2022-11-24 16:48:48,119 INFO [train.py:1058] (0/4) Done!