log/modified_beam_search/log-decode-epoch-4-avg-1-beam-4-2022-07-26-12-43-30

2022-07-26 12:43:30,147 INFO [decode.py:523] Decoding started
2022-07-26 12:43:30,147 INFO [decode.py:529] Device: cuda:0
2022-07-26 12:43:31,426 INFO [lexicon.py:176] Loading pre-compiled data/lang_char/Linv.pt
2022-07-26 12:43:31,518 INFO [decode.py:540] {'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, 'feature_dim': 80, 'subsampling_factor': 4, 'env_info': {'k2-version': '1.15.1', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': 'f8d2dba06c000ffee36aab5b66f24e7c9809f116', 'k2-git-date': 'Thu Apr 21 12:20:34 2022', 'lhotse-version': '1.5.0.dev+git.7cce647.dirty', 'torch-version': '1.11.0', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'pruned-rnnt5-for-wenetspeech', 'icefall-git-sha1': '4bf8392-dirty', 'icefall-git-date': 'Mon Jul 25 16:11:59 2022', 'icefall-path': '/ceph-meixu/luomingshuang/icefall', 'k2-path': '/ceph-ms/luomingshuang/k2_latest/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-meixu/luomingshuang/anaconda3/envs/k2-python/lib/python3.8/site-packages/lhotse-1.5.0.dev0+git.7cce647.dirty-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-7-0616225511-78bf4545d8-tv52r', 'IP address': '10.177.77.9'}, 'epoch': 4, 'iter': 0, 'avg': 1, 'use_averaged_model': True, 'exp_dir': PosixPath('pruned_transducer_stateless5/exp_L_offline'), 'lang_dir': 'data/lang_char', 'decoding_method': 'modified_beam_search', 'beam_size': 4, 'beam': 4, 'max_contexts': 4, 'max_states': 8, 'context_size': 2, 'max_sym_per_frame': 1, 'simulate_streaming': False, 'decode_chunk_size': 16, 'left_context': 64, 'num_encoder_layers': 24, 'dim_feedforward': 1536, 'nhead': 8, 'encoder_dim': 384, 'decoder_dim': 512, 'joiner_dim': 512, 'dynamic_chunk_training': False, 'causal_convolution': False, 'short_chunk_size': 25, 'num_left_chunks': 4, 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 600, 'bucketing_sampler': True, 'num_buckets': 300, 'concatenate_cuts': False, 'duration_factor': 1.0, 'gap': 1.0, 'on_the_fly_feats': False, 'shuffle': True, 'return_cuts': True, 'num_workers': 2, 'enable_spec_aug': True, 'spec_aug_time_warp_factor': 80, 'enable_musan': True, 'training_subset': 'L', 'res_dir': PosixPath('pruned_transducer_stateless5/exp_L_offline/modified_beam_search'), 'suffix': 'epoch-4-avg-1-beam-4', 'blank_id': 0, 'vocab_size': 5537}
2022-07-26 12:43:31,518 INFO [decode.py:542] About to create model
2022-07-26 12:43:32,095 INFO [decode.py:609] Calculating the averaged model over epoch range from 3 (excluded) to 4
2022-07-26 12:43:41,770 INFO [decode.py:632] Number of model parameters: 97487351
2022-07-26 12:43:41,775 INFO [asr_datamodule.py:347] About to create dev dataset
2022-07-26 12:43:46,063 INFO [asr_datamodule.py:368] About to create dev dataloader
2022-07-26 12:44:08,633 INFO [decode.py:443] batch 0/?, cuts processed until now is 79
2022-07-26 12:44:21,475 INFO [decode.py:443] batch 2/?, cuts processed until now is 236
2022-07-26 12:44:34,225 INFO [decode.py:443] batch 4/?, cuts processed until now is 512
2022-07-26 12:44:46,856 INFO [decode.py:443] batch 6/?, cuts processed until now is 804
2022-07-26 12:45:00,019 INFO [decode.py:443] batch 8/?, cuts processed until now is 966
2022-07-26 12:45:12,982 INFO [decode.py:443] batch 10/?, cuts processed until now is 1105
2022-07-26 12:45:25,872 INFO [decode.py:443] batch 12/?, cuts processed until now is 1255
2022-07-26 12:45:38,971 INFO [decode.py:443] batch 14/?, cuts processed until now is 1428
2022-07-26 12:45:51,996 INFO [decode.py:443] batch 16/?, cuts processed until now is 1595
2022-07-26 12:46:04,995 INFO [decode.py:443] batch 18/?, cuts processed until now is 1753
2022-07-26 12:46:17,985 INFO [decode.py:443] batch 20/?, cuts processed until now is 1899
2022-07-26 12:46:31,078 INFO [decode.py:443] batch 22/?, cuts processed until now is 2067
2022-07-26 12:46:44,127 INFO [decode.py:443] batch 24/?, cuts processed until now is 2242
2022-07-26 12:46:57,019 INFO [decode.py:443] batch 26/?, cuts processed until now is 2435
2022-07-26 12:47:09,845 INFO [decode.py:443] batch 28/?, cuts processed until now is 2656
2022-07-26 12:47:22,782 INFO [decode.py:443] batch 30/?, cuts processed until now is 2877
2022-07-26 12:47:35,521 INFO [decode.py:443] batch 32/?, cuts processed until now is 3156
2022-07-26 12:47:48,267 INFO [decode.py:443] batch 34/?, cuts processed until now is 3369
2022-07-26 12:48:01,194 INFO [decode.py:443] batch 36/?, cuts processed until now is 3524
2022-07-26 12:48:14,290 INFO [decode.py:443] batch 38/?, cuts processed until now is 3686
2022-07-26 12:48:27,187 INFO [decode.py:443] batch 40/?, cuts processed until now is 3813
2022-07-26 12:48:39,960 INFO [decode.py:443] batch 42/?, cuts processed until now is 3999
2022-07-26 12:48:52,647 INFO [decode.py:443] batch 44/?, cuts processed until now is 4220
2022-07-26 12:49:05,498 INFO [decode.py:443] batch 46/?, cuts processed until now is 4468
2022-07-26 12:49:18,188 INFO [decode.py:443] batch 48/?, cuts processed until now is 4774
2022-07-26 12:49:31,170 INFO [decode.py:443] batch 50/?, cuts processed until now is 5013
2022-07-26 12:49:46,312 INFO [decode.py:443] batch 52/?, cuts processed until now is 5171
2022-07-26 12:50:01,752 INFO [decode.py:443] batch 54/?, cuts processed until now is 5311
2022-07-26 12:50:16,955 INFO [decode.py:443] batch 56/?, cuts processed until now is 5531
2022-07-26 12:50:30,412 INFO [decode.py:443] batch 58/?, cuts processed until now is 5770
2022-07-26 12:50:43,467 INFO [decode.py:443] batch 60/?, cuts processed until now is 5935
2022-07-26 12:50:56,493 INFO [decode.py:443] batch 62/?, cuts processed until now is 6100
2022-07-26 12:51:09,388 INFO [decode.py:443] batch 64/?, cuts processed until now is 6246
2022-07-26 12:51:22,234 INFO [decode.py:443] batch 66/?, cuts processed until now is 6414
2022-07-26 12:51:35,637 INFO [decode.py:443] batch 68/?, cuts processed until now is 6589
2022-07-26 12:51:48,671 INFO [decode.py:443] batch 70/?, cuts processed until now is 6728
2022-07-26 12:52:01,581 INFO [decode.py:443] batch 72/?, cuts processed until now is 6872
2022-07-26 12:52:14,389 INFO [decode.py:443] batch 74/?, cuts processed until now is 7011
2022-07-26 12:52:27,447 INFO [decode.py:443] batch 76/?, cuts processed until now is 7173
2022-07-26 12:52:40,006 INFO [decode.py:443] batch 78/?, cuts processed until now is 7465
2022-07-26 12:52:52,381 INFO [decode.py:443] batch 80/?, cuts processed until now is 7859
2022-07-26 12:53:04,812 INFO [decode.py:443] batch 82/?, cuts processed until now is 8209
2022-07-26 12:53:17,541 INFO [decode.py:443] batch 84/?, cuts processed until now is 8434
2022-07-26 12:53:30,394 INFO [decode.py:443] batch 86/?, cuts processed until now is 8584
2022-07-26 12:53:43,210 INFO [decode.py:443] batch 88/?, cuts processed until now is 8722
2022-07-26 12:53:55,951 INFO [decode.py:443] batch 90/?, cuts processed until now is 8842
2022-07-26 12:54:08,867 INFO [decode.py:443] batch 92/?, cuts processed until now is 8980
2022-07-26 12:54:21,702 INFO [decode.py:443] batch 94/?, cuts processed until now is 9255
2022-07-26 12:54:34,440 INFO [decode.py:443] batch 96/?, cuts processed until now is 9538
2022-07-26 12:54:47,335 INFO [decode.py:443] batch 98/?, cuts processed until now is 9732
2022-07-26 12:55:00,389 INFO [decode.py:443] batch 100/?, cuts processed until now is 9966
2022-07-26 12:55:13,270 INFO [decode.py:443] batch 102/?, cuts processed until now is 10246
2022-07-26 12:55:26,164 INFO [decode.py:443] batch 104/?, cuts processed until now is 10507
2022-07-26 12:55:38,761 INFO [decode.py:443] batch 106/?, cuts processed until now is 10812
2022-07-26 12:55:51,293 INFO [decode.py:443] batch 108/?, cuts processed until now is 11135
2022-07-26 12:56:03,963 INFO [decode.py:443] batch 110/?, cuts processed until now is 11387
2022-07-26 12:56:16,389 INFO [decode.py:443] batch 112/?, cuts processed until now is 11710
2022-07-26 12:56:28,584 INFO [decode.py:443] batch 114/?, cuts processed until now is 12105
2022-07-26 12:56:41,398 INFO [decode.py:443] batch 116/?, cuts processed until now is 12299
2022-07-26 12:56:54,169 INFO [decode.py:443] batch 118/?, cuts processed until now is 12493
2022-07-26 12:57:06,910 INFO [decode.py:443] batch 120/?, cuts processed until now is 12709
2022-07-26 12:57:12,713 INFO [decode.py:443] batch 122/?, cuts processed until now is 12810
2022-07-26 12:57:15,497 INFO [decode.py:443] batch 124/?, cuts processed until now is 12832
2022-07-26 12:57:22,401 INFO [decode.py:443] batch 126/?, cuts processed until now is 12896
2022-07-26 12:57:31,829 INFO [decode.py:443] batch 128/?, cuts processed until now is 13199
2022-07-26 12:57:39,471 INFO [decode.py:443] batch 130/?, cuts processed until now is 13322
2022-07-26 12:57:44,054 INFO [decode.py:443] batch 132/?, cuts processed until now is 13367
2022-07-26 12:57:48,968 INFO [decode.py:443] batch 134/?, cuts processed until now is 13433
2022-07-26 12:57:56,664 INFO [decode.py:443] batch 136/?, cuts processed until now is 13522
2022-07-26 12:58:05,438 INFO [decode.py:443] batch 138/?, cuts processed until now is 13721
2022-07-26 12:58:10,409 INFO [decode.py:443] batch 140/?, cuts processed until now is 13811
2022-07-26 12:58:11,725 INFO [decode.py:460] The transcripts are stored in pruned_transducer_stateless5/exp_L_offline/modified_beam_search/recogs-DEV-beam_size_4-epoch-4-avg-1-beam-4.txt
2022-07-26 12:58:12,206 INFO [utils.py:410] [DEV-beam_size_4] %WER 8.17% [27007 / 330498, 3198 ins, 9952 del, 13857 sub ]
2022-07-26 12:58:13,455 INFO [decode.py:473] Wrote detailed error stats to pruned_transducer_stateless5/exp_L_offline/modified_beam_search/errs-DEV-beam_size_4-epoch-4-avg-1-beam-4.txt
2022-07-26 12:58:13,456 INFO [decode.py:490] 
For DEV, WER of different settings are:
beam_size_4	8.17	best for DEV

2022-07-26 12:58:28,119 INFO [decode.py:443] batch 0/?, cuts processed until now is 87
2022-07-26 12:58:41,246 INFO [decode.py:443] batch 2/?, cuts processed until now is 261
2022-07-26 12:58:54,371 INFO [decode.py:443] batch 4/?, cuts processed until now is 732
2022-07-26 12:59:07,296 INFO [decode.py:443] batch 6/?, cuts processed until now is 1232
2022-07-26 12:59:19,622 INFO [decode.py:443] batch 8/?, cuts processed until now is 1416
2022-07-26 12:59:32,091 INFO [decode.py:443] batch 10/?, cuts processed until now is 1562
2022-07-26 12:59:44,936 INFO [decode.py:443] batch 12/?, cuts processed until now is 1728
2022-07-26 12:59:57,502 INFO [decode.py:443] batch 14/?, cuts processed until now is 1931
2022-07-26 13:00:10,001 INFO [decode.py:443] batch 16/?, cuts processed until now is 2125
2022-07-26 13:00:22,615 INFO [decode.py:443] batch 18/?, cuts processed until now is 2301
2022-07-26 13:00:33,391 INFO [decode.py:443] batch 20/?, cuts processed until now is 2424
2022-07-26 13:00:44,425 INFO [decode.py:443] batch 22/?, cuts processed until now is 2602
2022-07-26 13:00:56,910 INFO [decode.py:443] batch 24/?, cuts processed until now is 2817
2022-07-26 13:01:11,690 INFO [decode.py:443] batch 26/?, cuts processed until now is 3081
2022-07-26 13:01:24,299 INFO [decode.py:443] batch 28/?, cuts processed until now is 3394
2022-07-26 13:01:37,000 INFO [decode.py:443] batch 30/?, cuts processed until now is 3707
2022-07-26 13:01:50,364 INFO [decode.py:443] batch 32/?, cuts processed until now is 4171
2022-07-26 13:02:02,185 INFO [decode.py:443] batch 34/?, cuts processed until now is 4467
2022-07-26 13:02:12,998 INFO [decode.py:443] batch 36/?, cuts processed until now is 4610
2022-07-26 13:02:25,270 INFO [decode.py:443] batch 38/?, cuts processed until now is 4791
2022-07-26 13:02:36,080 INFO [decode.py:443] batch 40/?, cuts processed until now is 4883
2022-07-26 13:02:47,471 INFO [decode.py:443] batch 42/?, cuts processed until now is 5108
2022-07-26 13:03:00,060 INFO [decode.py:443] batch 44/?, cuts processed until now is 5422
2022-07-26 13:03:13,131 INFO [decode.py:443] batch 46/?, cuts processed until now is 5803
2022-07-26 13:03:27,067 INFO [decode.py:443] batch 48/?, cuts processed until now is 6335
2022-07-26 13:03:40,202 INFO [decode.py:443] batch 50/?, cuts processed until now is 6698
2022-07-26 13:03:53,003 INFO [decode.py:443] batch 52/?, cuts processed until now is 6875
2022-07-26 13:04:05,651 INFO [decode.py:443] batch 54/?, cuts processed until now is 7021
2022-07-26 13:04:18,619 INFO [decode.py:443] batch 56/?, cuts processed until now is 7353
2022-07-26 13:04:31,833 INFO [decode.py:443] batch 58/?, cuts processed until now is 7716
2022-07-26 13:04:44,532 INFO [decode.py:443] batch 60/?, cuts processed until now is 7900
2022-07-26 13:04:57,300 INFO [decode.py:443] batch 62/?, cuts processed until now is 8084
2022-07-26 13:05:08,048 INFO [decode.py:443] batch 64/?, cuts processed until now is 8204
2022-07-26 13:05:19,185 INFO [decode.py:443] batch 66/?, cuts processed until now is 8381
2022-07-26 13:05:31,557 INFO [decode.py:443] batch 68/?, cuts processed until now is 8596
2022-07-26 13:05:44,110 INFO [decode.py:443] batch 70/?, cuts processed until now is 8743
2022-07-26 13:05:56,868 INFO [decode.py:443] batch 72/?, cuts processed until now is 8901
2022-07-26 13:06:09,458 INFO [decode.py:443] batch 74/?, cuts processed until now is 9046
2022-07-26 13:06:21,543 INFO [decode.py:443] batch 76/?, cuts processed until now is 9226
2022-07-26 13:06:34,225 INFO [decode.py:443] batch 78/?, cuts processed until now is 9726
2022-07-26 13:06:47,086 INFO [decode.py:443] batch 80/?, cuts processed until now is 10178
2022-07-26 13:07:00,014 INFO [decode.py:443] batch 82/?, cuts processed until now is 10628
2022-07-26 13:07:14,153 INFO [decode.py:443] batch 84/?, cuts processed until now is 11278
2022-07-26 13:07:27,518 INFO [decode.py:443] batch 86/?, cuts processed until now is 11631
2022-07-26 13:07:40,755 INFO [decode.py:443] batch 88/?, cuts processed until now is 12102
2022-07-26 13:07:54,289 INFO [decode.py:443] batch 90/?, cuts processed until now is 12566
2022-07-26 13:08:07,014 INFO [decode.py:443] batch 92/?, cuts processed until now is 12742
2022-07-26 13:08:19,565 INFO [decode.py:443] batch 94/?, cuts processed until now is 12988
2022-07-26 13:08:32,091 INFO [decode.py:443] batch 96/?, cuts processed until now is 13234
2022-07-26 13:08:45,315 INFO [decode.py:443] batch 98/?, cuts processed until now is 13597
2022-07-26 13:08:58,548 INFO [decode.py:443] batch 100/?, cuts processed until now is 14012
2022-07-26 13:09:10,902 INFO [decode.py:443] batch 102/?, cuts processed until now is 14310
2022-07-26 13:09:23,514 INFO [decode.py:443] batch 104/?, cuts processed until now is 14608
2022-07-26 13:09:36,137 INFO [decode.py:443] batch 106/?, cuts processed until now is 14955
2022-07-26 13:09:47,911 INFO [decode.py:443] batch 108/?, cuts processed until now is 15188
2022-07-26 13:09:59,500 INFO [decode.py:443] batch 110/?, cuts processed until now is 15304
2022-07-26 13:10:12,796 INFO [decode.py:443] batch 112/?, cuts processed until now is 15650
2022-07-26 13:10:26,717 INFO [decode.py:443] batch 114/?, cuts processed until now is 16182
2022-07-26 13:10:39,633 INFO [decode.py:443] batch 116/?, cuts processed until now is 16715
2022-07-26 13:10:52,240 INFO [decode.py:443] batch 118/?, cuts processed until now is 16962
2022-07-26 13:11:04,903 INFO [decode.py:443] batch 120/?, cuts processed until now is 17164
2022-07-26 13:11:18,185 INFO [decode.py:443] batch 122/?, cuts processed until now is 17645
2022-07-26 13:11:31,250 INFO [decode.py:443] batch 124/?, cuts processed until now is 18178
2022-07-26 13:11:42,545 INFO [decode.py:443] batch 126/?, cuts processed until now is 18324
2022-07-26 13:11:53,655 INFO [decode.py:443] batch 128/?, cuts processed until now is 18472
2022-07-26 13:12:09,151 INFO [decode.py:443] batch 130/?, cuts processed until now is 18972
2022-07-26 13:12:24,480 INFO [decode.py:443] batch 132/?, cuts processed until now is 19443
2022-07-26 13:12:39,273 INFO [decode.py:443] batch 134/?, cuts processed until now is 19728
2022-07-26 13:12:50,404 INFO [decode.py:443] batch 136/?, cuts processed until now is 19842
2022-07-26 13:13:03,735 INFO [decode.py:443] batch 138/?, cuts processed until now is 20427
2022-07-26 13:13:15,677 INFO [decode.py:443] batch 140/?, cuts processed until now is 20840
2022-07-26 13:13:26,022 INFO [decode.py:443] batch 142/?, cuts processed until now is 20909
2022-07-26 13:13:39,002 INFO [decode.py:443] batch 144/?, cuts processed until now is 21305
2022-07-26 13:13:52,033 INFO [decode.py:443] batch 146/?, cuts processed until now is 21701
2022-07-26 13:14:05,418 INFO [decode.py:443] batch 148/?, cuts processed until now is 22283
2022-07-26 13:14:16,564 INFO [decode.py:443] batch 150/?, cuts processed until now is 22507
2022-07-26 13:14:25,983 INFO [decode.py:443] batch 152/?, cuts processed until now is 22943
2022-07-26 13:14:33,242 INFO [decode.py:443] batch 154/?, cuts processed until now is 23043
2022-07-26 13:14:40,090 INFO [decode.py:443] batch 156/?, cuts processed until now is 23199
2022-07-26 13:14:48,448 INFO [decode.py:443] batch 158/?, cuts processed until now is 23444
2022-07-26 13:14:56,034 INFO [decode.py:443] batch 160/?, cuts processed until now is 23681
2022-07-26 13:15:06,422 INFO [decode.py:443] batch 162/?, cuts processed until now is 24114
2022-07-26 13:15:12,118 INFO [decode.py:443] batch 164/?, cuts processed until now is 24259
2022-07-26 13:15:20,137 INFO [decode.py:443] batch 166/?, cuts processed until now is 24387
2022-07-26 13:15:27,201 INFO [decode.py:443] batch 168/?, cuts processed until now is 24477
2022-07-26 13:15:35,426 INFO [decode.py:443] batch 170/?, cuts processed until now is 24659
2022-07-26 13:15:39,093 INFO [decode.py:443] batch 172/?, cuts processed until now is 24698
2022-07-26 13:15:47,599 INFO [decode.py:443] batch 174/?, cuts processed until now is 24763
2022-07-26 13:15:50,149 INFO [decode.py:460] The transcripts are stored in pruned_transducer_stateless5/exp_L_offline/modified_beam_search/recogs-TEST_NET-beam_size_4-epoch-4-avg-1-beam-4.txt
2022-07-26 13:15:50,763 INFO [utils.py:410] [TEST_NET-beam_size_4] %WER 9.04% [37582 / 415747, 4887 ins, 7674 del, 25021 sub ]
2022-07-26 13:15:52,346 INFO [decode.py:473] Wrote detailed error stats to pruned_transducer_stateless5/exp_L_offline/modified_beam_search/errs-TEST_NET-beam_size_4-epoch-4-avg-1-beam-4.txt
2022-07-26 13:15:52,346 INFO [decode.py:490] 
For TEST_NET, WER of different settings are:
beam_size_4	9.04	best for TEST_NET

2022-07-26 13:16:02,058 INFO [decode.py:443] batch 0/?, cuts processed until now is 56
2022-07-26 13:16:14,647 INFO [decode.py:443] batch 2/?, cuts processed until now is 168
2022-07-26 13:16:26,485 INFO [decode.py:443] batch 4/?, cuts processed until now is 388
2022-07-26 13:16:38,197 INFO [decode.py:443] batch 6/?, cuts processed until now is 624
2022-07-26 13:16:50,649 INFO [decode.py:443] batch 8/?, cuts processed until now is 740
2022-07-26 13:17:03,153 INFO [decode.py:443] batch 10/?, cuts processed until now is 833
2022-07-26 13:17:15,633 INFO [decode.py:443] batch 12/?, cuts processed until now is 938
2022-07-26 13:17:28,133 INFO [decode.py:443] batch 14/?, cuts processed until now is 1067
2022-07-26 13:17:40,730 INFO [decode.py:443] batch 16/?, cuts processed until now is 1190
2022-07-26 13:17:53,267 INFO [decode.py:443] batch 18/?, cuts processed until now is 1303
2022-07-26 13:18:05,120 INFO [decode.py:443] batch 20/?, cuts processed until now is 1396
2022-07-26 13:18:17,498 INFO [decode.py:443] batch 22/?, cuts processed until now is 1517
2022-07-26 13:18:29,969 INFO [decode.py:443] batch 24/?, cuts processed until now is 1645
2022-07-26 13:18:42,428 INFO [decode.py:443] batch 26/?, cuts processed until now is 1788
2022-07-26 13:18:54,849 INFO [decode.py:443] batch 28/?, cuts processed until now is 1962
2022-07-26 13:19:07,238 INFO [decode.py:443] batch 30/?, cuts processed until now is 2135
2022-07-26 13:19:19,483 INFO [decode.py:443] batch 32/?, cuts processed until now is 2358
2022-07-26 13:19:31,188 INFO [decode.py:443] batch 34/?, cuts processed until now is 2509
2022-07-26 13:19:43,573 INFO [decode.py:443] batch 36/?, cuts processed until now is 2619
2022-07-26 13:19:55,571 INFO [decode.py:443] batch 38/?, cuts processed until now is 2724
2022-07-26 13:20:07,947 INFO [decode.py:443] batch 40/?, cuts processed until now is 2861
2022-07-26 13:20:20,489 INFO [decode.py:443] batch 42/?, cuts processed until now is 3025
2022-07-26 13:20:32,849 INFO [decode.py:443] batch 44/?, cuts processed until now is 3212
2022-07-26 13:20:45,042 INFO [decode.py:443] batch 46/?, cuts processed until now is 3459
2022-07-26 13:20:57,643 INFO [decode.py:443] batch 48/?, cuts processed until now is 3638
2022-07-26 13:21:09,683 INFO [decode.py:443] batch 50/?, cuts processed until now is 3726
2022-07-26 13:21:22,084 INFO [decode.py:443] batch 52/?, cuts processed until now is 3892
2022-07-26 13:21:34,127 INFO [decode.py:443] batch 54/?, cuts processed until now is 3972
2022-07-26 13:21:46,576 INFO [decode.py:443] batch 56/?, cuts processed until now is 4138
2022-07-26 13:21:59,198 INFO [decode.py:443] batch 58/?, cuts processed until now is 4236
2022-07-26 13:22:11,777 INFO [decode.py:443] batch 60/?, cuts processed until now is 4343
2022-07-26 13:22:24,321 INFO [decode.py:443] batch 62/?, cuts processed until now is 4435
2022-07-26 13:22:36,784 INFO [decode.py:443] batch 64/?, cuts processed until now is 4622
2022-07-26 13:22:47,807 INFO [decode.py:443] batch 66/?, cuts processed until now is 4683
2022-07-26 13:23:00,307 INFO [decode.py:443] batch 68/?, cuts processed until now is 4811
2022-07-26 13:23:12,790 INFO [decode.py:443] batch 70/?, cuts processed until now is 4924
2022-07-26 13:23:24,972 INFO [decode.py:443] batch 72/?, cuts processed until now is 5094
2022-07-26 13:23:36,787 INFO [decode.py:443] batch 74/?, cuts processed until now is 5358
2022-07-26 13:23:48,640 INFO [decode.py:443] batch 76/?, cuts processed until now is 5566
2022-07-26 13:24:00,328 INFO [decode.py:443] batch 78/?, cuts processed until now is 5815
2022-07-26 13:24:11,321 INFO [decode.py:443] batch 80/?, cuts processed until now is 6144
2022-07-26 13:24:22,973 INFO [decode.py:443] batch 82/?, cuts processed until now is 6364
2022-07-26 13:24:35,241 INFO [decode.py:443] batch 84/?, cuts processed until now is 6534
2022-07-26 13:24:47,637 INFO [decode.py:443] batch 86/?, cuts processed until now is 6719
2022-07-26 13:24:58,495 INFO [decode.py:443] batch 88/?, cuts processed until now is 7047
2022-07-26 13:25:10,741 INFO [decode.py:443] batch 90/?, cuts processed until now is 7232
2022-07-26 13:25:18,301 INFO [decode.py:443] batch 92/?, cuts processed until now is 7416
2022-07-26 13:25:25,015 INFO [decode.py:443] batch 94/?, cuts processed until now is 7504
2022-07-26 13:25:30,535 INFO [decode.py:443] batch 96/?, cuts processed until now is 7545
2022-07-26 13:25:40,679 INFO [decode.py:443] batch 98/?, cuts processed until now is 7695
2022-07-26 13:25:51,888 INFO [decode.py:443] batch 100/?, cuts processed until now is 7928
2022-07-26 13:25:55,663 INFO [decode.py:443] batch 102/?, cuts processed until now is 7977
2022-07-26 13:25:58,917 INFO [decode.py:443] batch 104/?, cuts processed until now is 8001
2022-07-26 13:26:05,932 INFO [decode.py:443] batch 106/?, cuts processed until now is 8111
2022-07-26 13:26:09,747 INFO [decode.py:443] batch 108/?, cuts processed until now is 8155
2022-07-26 13:26:20,419 INFO [decode.py:443] batch 110/?, cuts processed until now is 8245
2022-07-26 13:26:25,931 INFO [decode.py:443] batch 112/?, cuts processed until now is 8287
2022-07-26 13:26:30,208 INFO [decode.py:443] batch 114/?, cuts processed until now is 8370
2022-07-26 13:26:30,574 INFO [decode.py:460] The transcripts are stored in pruned_transducer_stateless5/exp_L_offline/modified_beam_search/recogs-TEST_MEETING-beam_size_4-epoch-4-avg-1-beam-4.txt
2022-07-26 13:26:30,879 INFO [utils.py:410] [TEST_MEETING-beam_size_4] %WER 14.44% [31827 / 220385, 2931 ins, 15491 del, 13405 sub ]
2022-07-26 13:26:31,693 INFO [decode.py:473] Wrote detailed error stats to pruned_transducer_stateless5/exp_L_offline/modified_beam_search/errs-TEST_MEETING-beam_size_4-epoch-4-avg-1-beam-4.txt
2022-07-26 13:26:31,693 INFO [decode.py:490] 
For TEST_MEETING, WER of different settings are:
beam_size_4	14.44	best for TEST_MEETING

2022-07-26 13:26:31,694 INFO [decode.py:731] Done!