log/beam_search/log-decode-epoch-42-avg-11-beam-4-2022-03-12-10-40-40

2022-03-12 10:40:40,428 INFO [decode.py:425] Decoding started
2022-03-12 10:40:40,428 INFO [decode.py:431] Device: cuda:0
2022-03-12 10:40:40,430 INFO [decode.py:440] {'feature_dim': 80, 'subsampling_factor': 4, 'attention_dim': 512, 'nhead': 8, 'dim_feedforward': 2048, 'num_encoder_layers': 12, 'vgg_frontend': False, 'embedding_dim': 512, 'env_info': {'k2-version': '1.13', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': '5ee082ea55f50e8bd42203ba266945ea5a236ab8', 'k2-git-date': 'Sun Feb 27 09:00:48 2022', 'lhotse-version': '1.0.0.dev+missing.version.file', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'modified-beam-search-for-pruned-rnnt', 'icefall-git-sha1': 'ad62981-dirty', 'icefall-git-date': 'Fri Mar 4 15:38:23 2022', 'icefall-path': '/ceph-fj/fangjun/open-source-2/icefall-pruned-rnnt', 'k2-path': '/ceph-fj/fangjun/open-source-2/k2-rnnt-ali/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-fj/fangjun/open-source-2/lhotse-rnnt-ali/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-3-0307202051-57dc848959-8tmmp', 'IP address': '10.177.24.138'}, 'epoch': 42, 'avg': 11, 'exp_dir': PosixPath('pruned_transducer_stateless/exp'), 'bpe_model': 'data/lang_bpe_500/bpe.model', 'decoding_method': 'beam_search', 'beam_size': 4, 'context_size': 2, 'max_sym_per_frame': 3, 'full_libri': True, 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 100, 'bucketing_sampler': True, 'num_buckets': 30, '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, 'res_dir': PosixPath('pruned_transducer_stateless/exp/beam_search'), 'suffix': 'epoch-42-avg-11-beam-4', 'blank_id': 0, 'vocab_size': 500}
2022-03-12 10:40:40,431 INFO [decode.py:442] About to create model
2022-03-12 10:40:40,914 INFO [decode.py:453] averaging ['pruned_transducer_stateless/exp/epoch-32.pt', 'pruned_transducer_stateless/exp/epoch-33.pt', 'pruned_transducer_stateless/exp/epoch-34.pt', 'pruned_transducer_stateless/exp/epoch-35.pt', 'pruned_transducer_stateless/exp/epoch-36.pt', 'pruned_transducer_stateless/exp/epoch-37.pt', 'pruned_transducer_stateless/exp/epoch-38.pt', 'pruned_transducer_stateless/exp/epoch-39.pt', 'pruned_transducer_stateless/exp/epoch-40.pt', 'pruned_transducer_stateless/exp/epoch-41.pt', 'pruned_transducer_stateless/exp/epoch-42.pt']
2022-03-12 10:40:52,342 INFO [decode.py:462] Number of model parameters: 84514780
2022-03-12 10:40:52,342 INFO [asr_datamodule.py:379] About to get test-clean cuts
2022-03-12 10:40:52,454 INFO [asr_datamodule.py:384] About to get test-other cuts
2022-03-12 10:41:03,367 INFO [decode.py:350] batch 0/?, cuts processed until now is 20
2022-03-12 10:41:24,590 INFO [decode.py:350] batch 2/?, cuts processed until now is 64
2022-03-12 10:41:45,132 INFO [decode.py:350] batch 4/?, cuts processed until now is 81
2022-03-12 10:42:06,513 INFO [decode.py:350] batch 6/?, cuts processed until now is 121
2022-03-12 10:42:26,567 INFO [decode.py:350] batch 8/?, cuts processed until now is 133
2022-03-12 10:42:47,206 INFO [decode.py:350] batch 10/?, cuts processed until now is 168
2022-03-12 10:43:06,536 INFO [decode.py:350] batch 12/?, cuts processed until now is 202
2022-03-12 10:43:29,980 INFO [decode.py:350] batch 14/?, cuts processed until now is 217
2022-03-12 10:43:51,658 INFO [decode.py:350] batch 16/?, cuts processed until now is 241
2022-03-12 10:44:13,013 INFO [decode.py:350] batch 18/?, cuts processed until now is 267
2022-03-12 10:44:35,845 INFO [decode.py:350] batch 20/?, cuts processed until now is 281
2022-03-12 10:44:56,572 INFO [decode.py:350] batch 22/?, cuts processed until now is 325
2022-03-12 10:45:18,421 INFO [decode.py:350] batch 24/?, cuts processed until now is 349
2022-03-12 10:45:39,797 INFO [decode.py:350] batch 26/?, cuts processed until now is 366
2022-03-12 10:46:00,953 INFO [decode.py:350] batch 28/?, cuts processed until now is 389
2022-03-12 10:46:22,165 INFO [decode.py:350] batch 30/?, cuts processed until now is 410
2022-03-12 10:46:43,154 INFO [decode.py:350] batch 32/?, cuts processed until now is 442
2022-03-12 10:47:04,674 INFO [decode.py:350] batch 34/?, cuts processed until now is 474
2022-03-12 10:47:25,802 INFO [decode.py:350] batch 36/?, cuts processed until now is 498
2022-03-12 10:47:47,413 INFO [decode.py:350] batch 38/?, cuts processed until now is 514
2022-03-12 10:48:09,264 INFO [decode.py:350] batch 40/?, cuts processed until now is 524
2022-03-12 10:48:29,500 INFO [decode.py:350] batch 42/?, cuts processed until now is 564
2022-03-12 10:48:50,368 INFO [decode.py:350] batch 44/?, cuts processed until now is 621
2022-03-12 10:49:11,101 INFO [decode.py:350] batch 46/?, cuts processed until now is 633
2022-03-12 10:49:31,375 INFO [decode.py:350] batch 48/?, cuts processed until now is 648
2022-03-12 10:49:53,209 INFO [decode.py:350] batch 50/?, cuts processed until now is 662
2022-03-12 10:50:15,998 INFO [decode.py:350] batch 52/?, cuts processed until now is 680
2022-03-12 10:52:16,096 INFO [decode.py:350] batch 54/?, cuts processed until now is 708
2022-03-12 10:54:08,450 INFO [decode.py:350] batch 56/?, cuts processed until now is 736
2022-03-12 10:55:44,247 INFO [decode.py:350] batch 58/?, cuts processed until now is 752
2022-03-12 10:56:05,601 INFO [decode.py:350] batch 60/?, cuts processed until now is 819
2022-03-12 10:56:27,497 INFO [decode.py:350] batch 62/?, cuts processed until now is 843
2022-03-12 10:56:49,914 INFO [decode.py:350] batch 64/?, cuts processed until now is 850
2022-03-12 10:57:12,609 INFO [decode.py:350] batch 66/?, cuts processed until now is 880
2022-03-12 10:57:34,044 INFO [decode.py:350] batch 68/?, cuts processed until now is 932
2022-03-12 10:58:13,955 INFO [decode.py:350] batch 70/?, cuts processed until now is 957
2022-03-12 11:00:17,601 INFO [decode.py:350] batch 72/?, cuts processed until now is 996
2022-03-12 11:02:19,361 INFO [decode.py:350] batch 74/?, cuts processed until now is 1064
2022-03-12 11:04:01,653 INFO [decode.py:350] batch 76/?, cuts processed until now is 1077
2022-03-12 11:04:22,808 INFO [decode.py:350] batch 78/?, cuts processed until now is 1114
2022-03-12 11:04:44,531 INFO [decode.py:350] batch 80/?, cuts processed until now is 1141
2022-03-12 11:05:05,316 INFO [decode.py:350] batch 82/?, cuts processed until now is 1172
2022-03-12 11:05:26,123 INFO [decode.py:350] batch 84/?, cuts processed until now is 1180
2022-03-12 11:05:46,560 INFO [decode.py:350] batch 86/?, cuts processed until now is 1199
2022-03-12 11:06:06,948 INFO [decode.py:350] batch 88/?, cuts processed until now is 1228
2022-03-12 11:06:28,268 INFO [decode.py:350] batch 90/?, cuts processed until now is 1245
2022-03-12 11:06:48,649 INFO [decode.py:350] batch 92/?, cuts processed until now is 1267
2022-03-12 11:07:08,847 INFO [decode.py:350] batch 94/?, cuts processed until now is 1333
2022-03-12 11:07:29,264 INFO [decode.py:350] batch 96/?, cuts processed until now is 1363
2022-03-12 11:07:40,842 INFO [decode.py:350] batch 98/?, cuts processed until now is 1378
2022-03-12 11:08:02,257 INFO [decode.py:350] batch 100/?, cuts processed until now is 1406
2022-03-12 11:08:22,825 INFO [decode.py:350] batch 102/?, cuts processed until now is 1420
2022-03-12 11:08:43,545 INFO [decode.py:350] batch 104/?, cuts processed until now is 1445
2022-03-12 11:09:04,983 INFO [decode.py:350] batch 106/?, cuts processed until now is 1468
2022-03-12 11:09:26,480 INFO [decode.py:350] batch 108/?, cuts processed until now is 1494
2022-03-12 11:09:47,325 INFO [decode.py:350] batch 110/?, cuts processed until now is 1547
2022-03-12 11:10:09,030 INFO [decode.py:350] batch 112/?, cuts processed until now is 1582
2022-03-12 11:10:29,899 INFO [decode.py:350] batch 114/?, cuts processed until now is 1615
2022-03-12 11:10:51,929 INFO [decode.py:350] batch 116/?, cuts processed until now is 1636
2022-03-12 11:11:12,310 INFO [decode.py:350] batch 118/?, cuts processed until now is 1655
2022-03-12 11:11:33,652 INFO [decode.py:350] batch 120/?, cuts processed until now is 1696
2022-03-12 11:11:54,376 INFO [decode.py:350] batch 122/?, cuts processed until now is 1722
2022-03-12 11:12:15,345 INFO [decode.py:350] batch 124/?, cuts processed until now is 1734
2022-03-12 11:12:37,226 INFO [decode.py:350] batch 126/?, cuts processed until now is 1755
2022-03-12 11:12:58,264 INFO [decode.py:350] batch 128/?, cuts processed until now is 1781
2022-03-12 11:13:18,863 INFO [decode.py:350] batch 130/?, cuts processed until now is 1844
2022-03-12 11:13:39,313 INFO [decode.py:350] batch 132/?, cuts processed until now is 1886
2022-03-12 11:13:59,008 INFO [decode.py:350] batch 134/?, cuts processed until now is 1903
2022-03-12 11:14:19,353 INFO [decode.py:350] batch 136/?, cuts processed until now is 1932
2022-03-12 11:14:41,400 INFO [decode.py:350] batch 138/?, cuts processed until now is 1951
2022-03-12 11:15:00,425 INFO [decode.py:350] batch 140/?, cuts processed until now is 1959
2022-03-12 11:15:21,258 INFO [decode.py:350] batch 142/?, cuts processed until now is 2007
2022-03-12 11:15:41,733 INFO [decode.py:350] batch 144/?, cuts processed until now is 2035
2022-03-12 11:16:01,860 INFO [decode.py:350] batch 146/?, cuts processed until now is 2083
2022-03-12 11:16:20,096 INFO [decode.py:350] batch 148/?, cuts processed until now is 2130
2022-03-12 11:16:41,530 INFO [decode.py:350] batch 150/?, cuts processed until now is 2139
2022-03-12 11:17:02,711 INFO [decode.py:350] batch 152/?, cuts processed until now is 2171
2022-03-12 11:17:24,718 INFO [decode.py:350] batch 154/?, cuts processed until now is 2192
2022-03-12 11:17:47,575 INFO [decode.py:350] batch 156/?, cuts processed until now is 2208
2022-03-12 11:18:09,330 INFO [decode.py:350] batch 158/?, cuts processed until now is 2230
2022-03-12 11:18:30,573 INFO [decode.py:350] batch 160/?, cuts processed until now is 2258
2022-03-12 11:18:52,627 INFO [decode.py:350] batch 162/?, cuts processed until now is 2274
2022-03-12 11:19:14,060 INFO [decode.py:350] batch 164/?, cuts processed until now is 2296
2022-03-12 11:19:35,046 INFO [decode.py:350] batch 166/?, cuts processed until now is 2327
2022-03-12 11:19:55,707 INFO [decode.py:350] batch 168/?, cuts processed until now is 2351
2022-03-12 11:20:16,849 INFO [decode.py:350] batch 170/?, cuts processed until now is 2364
2022-03-12 11:20:38,166 INFO [decode.py:350] batch 172/?, cuts processed until now is 2374
2022-03-12 11:20:59,568 INFO [decode.py:350] batch 174/?, cuts processed until now is 2399
2022-03-12 11:21:20,962 INFO [decode.py:350] batch 176/?, cuts processed until now is 2418
2022-03-12 11:21:33,896 INFO [decode.py:350] batch 178/?, cuts processed until now is 2427
2022-03-12 11:21:53,998 INFO [decode.py:350] batch 180/?, cuts processed until now is 2440
2022-03-12 11:22:14,879 INFO [decode.py:350] batch 182/?, cuts processed until now is 2456
2022-03-12 11:22:34,889 INFO [decode.py:350] batch 184/?, cuts processed until now is 2466
2022-03-12 11:22:54,782 INFO [decode.py:350] batch 186/?, cuts processed until now is 2479
2022-03-12 11:23:07,520 INFO [decode.py:350] batch 188/?, cuts processed until now is 2492
2022-03-12 11:23:22,175 INFO [decode.py:350] batch 190/?, cuts processed until now is 2502
2022-03-12 11:23:44,752 INFO [decode.py:350] batch 192/?, cuts processed until now is 2520
2022-03-12 11:23:56,842 INFO [decode.py:350] batch 194/?, cuts processed until now is 2527
2022-03-12 11:24:20,385 INFO [decode.py:350] batch 196/?, cuts processed until now is 2539
2022-03-12 11:24:42,999 INFO [decode.py:350] batch 198/?, cuts processed until now is 2551
2022-03-12 11:25:05,655 INFO [decode.py:350] batch 200/?, cuts processed until now is 2563
2022-03-12 11:25:26,606 INFO [decode.py:350] batch 202/?, cuts processed until now is 2575
2022-03-12 11:25:47,266 INFO [decode.py:350] batch 204/?, cuts processed until now is 2587
2022-03-12 11:26:08,251 INFO [decode.py:350] batch 206/?, cuts processed until now is 2599
2022-03-12 11:26:28,851 INFO [decode.py:350] batch 208/?, cuts processed until now is 2611
2022-03-12 11:26:43,975 INFO [decode.py:350] batch 210/?, cuts processed until now is 2620
2022-03-12 11:26:44,050 INFO [decode.py:367] The transcripts are stored in pruned_transducer_stateless/exp/beam_search/recogs-test-clean-beam_4-epoch-42-avg-11-beam-4.txt
2022-03-12 11:26:44,122 INFO [utils.py:406] [test-clean-beam_4] %WER 2.57% [1352 / 52576, 148 ins, 96 del, 1108 sub ]
2022-03-12 11:26:44,290 INFO [decode.py:380] Wrote detailed error stats to pruned_transducer_stateless/exp/beam_search/errs-test-clean-beam_4-epoch-42-avg-11-beam-4.txt
2022-03-12 11:26:44,290 INFO [decode.py:397] 
For test-clean, WER of different settings are:
beam_4	2.57	best for test-clean

2022-03-12 11:26:54,972 INFO [decode.py:350] batch 0/?, cuts processed until now is 23
2022-03-12 11:27:16,195 INFO [decode.py:350] batch 2/?, cuts processed until now is 71
2022-03-12 11:27:38,170 INFO [decode.py:350] batch 4/?, cuts processed until now is 92
2022-03-12 11:27:58,108 INFO [decode.py:350] batch 6/?, cuts processed until now is 134
2022-03-12 11:28:20,849 INFO [decode.py:350] batch 8/?, cuts processed until now is 150
2022-03-12 11:28:41,760 INFO [decode.py:350] batch 10/?, cuts processed until now is 190
2022-03-12 11:29:00,884 INFO [decode.py:350] batch 12/?, cuts processed until now is 225
2022-03-12 11:29:19,854 INFO [decode.py:350] batch 14/?, cuts processed until now is 240
2022-03-12 11:29:41,220 INFO [decode.py:350] batch 16/?, cuts processed until now is 266
2022-03-12 11:30:02,363 INFO [decode.py:350] batch 18/?, cuts processed until now is 296
2022-03-12 11:30:24,441 INFO [decode.py:350] batch 20/?, cuts processed until now is 312
2022-03-12 11:30:45,878 INFO [decode.py:350] batch 22/?, cuts processed until now is 360
2022-03-12 11:31:06,952 INFO [decode.py:350] batch 24/?, cuts processed until now is 387
2022-03-12 11:31:28,751 INFO [decode.py:350] batch 26/?, cuts processed until now is 406
2022-03-12 11:31:49,615 INFO [decode.py:350] batch 28/?, cuts processed until now is 433
2022-03-12 11:32:10,472 INFO [decode.py:350] batch 30/?, cuts processed until now is 457
2022-03-12 11:32:31,274 INFO [decode.py:350] batch 32/?, cuts processed until now is 494
2022-03-12 11:32:51,036 INFO [decode.py:350] batch 34/?, cuts processed until now is 540
2022-03-12 11:33:11,445 INFO [decode.py:350] batch 36/?, cuts processed until now is 568
2022-03-12 11:33:32,062 INFO [decode.py:350] batch 38/?, cuts processed until now is 587
2022-03-12 11:33:53,106 INFO [decode.py:350] batch 40/?, cuts processed until now is 598
2022-03-12 11:34:13,641 INFO [decode.py:350] batch 42/?, cuts processed until now is 640
2022-03-12 11:34:34,043 INFO [decode.py:350] batch 44/?, cuts processed until now is 700
2022-03-12 11:34:56,934 INFO [decode.py:350] batch 46/?, cuts processed until now is 715
2022-03-12 11:35:18,342 INFO [decode.py:350] batch 48/?, cuts processed until now is 733
2022-03-12 11:35:38,477 INFO [decode.py:350] batch 50/?, cuts processed until now is 749
2022-03-12 11:35:59,900 INFO [decode.py:350] batch 52/?, cuts processed until now is 769
2022-03-12 11:36:21,607 INFO [decode.py:350] batch 54/?, cuts processed until now is 801
2022-03-12 11:36:42,295 INFO [decode.py:350] batch 56/?, cuts processed until now is 833
2022-03-12 11:37:04,285 INFO [decode.py:350] batch 58/?, cuts processed until now is 853
2022-03-12 11:37:24,515 INFO [decode.py:350] batch 60/?, cuts processed until now is 922
2022-03-12 11:37:45,713 INFO [decode.py:350] batch 62/?, cuts processed until now is 950
2022-03-12 11:38:05,940 INFO [decode.py:350] batch 64/?, cuts processed until now is 958
2022-03-12 11:38:26,842 INFO [decode.py:350] batch 66/?, cuts processed until now is 992
2022-03-12 11:38:47,610 INFO [decode.py:350] batch 68/?, cuts processed until now is 1046
2022-03-12 11:39:07,817 INFO [decode.py:350] batch 70/?, cuts processed until now is 1074
2022-03-12 11:39:28,864 INFO [decode.py:350] batch 72/?, cuts processed until now is 1119
2022-03-12 11:39:49,104 INFO [decode.py:350] batch 74/?, cuts processed until now is 1188
2022-03-12 11:40:08,976 INFO [decode.py:350] batch 76/?, cuts processed until now is 1203
2022-03-12 11:40:31,042 INFO [decode.py:350] batch 78/?, cuts processed until now is 1243
2022-03-12 11:40:52,023 INFO [decode.py:350] batch 80/?, cuts processed until now is 1274
2022-03-12 11:41:12,438 INFO [decode.py:350] batch 82/?, cuts processed until now is 1310
2022-03-12 11:41:34,603 INFO [decode.py:350] batch 84/?, cuts processed until now is 1320
2022-03-12 11:41:55,527 INFO [decode.py:350] batch 86/?, cuts processed until now is 1343
2022-03-12 11:42:16,343 INFO [decode.py:350] batch 88/?, cuts processed until now is 1377
2022-03-12 11:42:36,855 INFO [decode.py:350] batch 90/?, cuts processed until now is 1422
2022-03-12 11:42:57,891 INFO [decode.py:350] batch 92/?, cuts processed until now is 1448
2022-03-12 11:43:17,981 INFO [decode.py:350] batch 94/?, cuts processed until now is 1514
2022-03-12 11:43:39,115 INFO [decode.py:350] batch 96/?, cuts processed until now is 1547
2022-03-12 11:43:55,583 INFO [decode.py:350] batch 98/?, cuts processed until now is 1594
2022-03-12 11:44:16,346 INFO [decode.py:350] batch 100/?, cuts processed until now is 1614
2022-03-12 11:44:38,224 INFO [decode.py:350] batch 102/?, cuts processed until now is 1631
2022-03-12 11:44:59,387 INFO [decode.py:350] batch 104/?, cuts processed until now is 1660
2022-03-12 11:45:20,489 INFO [decode.py:350] batch 106/?, cuts processed until now is 1686
2022-03-12 11:45:41,687 INFO [decode.py:350] batch 108/?, cuts processed until now is 1716
2022-03-12 11:46:02,391 INFO [decode.py:350] batch 110/?, cuts processed until now is 1774
2022-03-12 11:46:23,077 INFO [decode.py:350] batch 112/?, cuts processed until now is 1812
2022-03-12 11:46:44,114 INFO [decode.py:350] batch 114/?, cuts processed until now is 1849
2022-03-12 11:47:04,529 INFO [decode.py:350] batch 116/?, cuts processed until now is 1872
2022-03-12 11:47:25,747 INFO [decode.py:350] batch 118/?, cuts processed until now is 1894
2022-03-12 11:47:47,161 INFO [decode.py:350] batch 120/?, cuts processed until now is 1938
2022-03-12 11:48:08,431 INFO [decode.py:350] batch 122/?, cuts processed until now is 1968
2022-03-12 11:48:29,146 INFO [decode.py:350] batch 124/?, cuts processed until now is 1982
2022-03-12 11:48:50,911 INFO [decode.py:350] batch 126/?, cuts processed until now is 2007
2022-03-12 11:49:11,791 INFO [decode.py:350] batch 128/?, cuts processed until now is 2037
2022-03-12 11:49:32,080 INFO [decode.py:350] batch 130/?, cuts processed until now is 2105
2022-03-12 11:49:52,952 INFO [decode.py:350] batch 132/?, cuts processed until now is 2152
2022-03-12 11:50:13,781 INFO [decode.py:350] batch 134/?, cuts processed until now is 2172
2022-03-12 11:50:34,792 INFO [decode.py:350] batch 136/?, cuts processed until now is 2206
2022-03-12 11:50:56,870 INFO [decode.py:350] batch 138/?, cuts processed until now is 2228
2022-03-12 11:51:17,397 INFO [decode.py:350] batch 140/?, cuts processed until now is 2238
2022-03-12 11:51:37,832 INFO [decode.py:350] batch 142/?, cuts processed until now is 2290
2022-03-12 11:51:58,088 INFO [decode.py:350] batch 144/?, cuts processed until now is 2321
2022-03-12 11:52:12,763 INFO [decode.py:350] batch 146/?, cuts processed until now is 2353
2022-03-12 11:52:32,891 INFO [decode.py:350] batch 148/?, cuts processed until now is 2410
2022-03-12 11:52:52,410 INFO [decode.py:350] batch 150/?, cuts processed until now is 2420
2022-03-12 11:53:13,471 INFO [decode.py:350] batch 152/?, cuts processed until now is 2456
2022-03-12 11:53:33,642 INFO [decode.py:350] batch 154/?, cuts processed until now is 2479
2022-03-12 11:53:53,848 INFO [decode.py:350] batch 156/?, cuts processed until now is 2496
2022-03-12 11:54:06,923 INFO [decode.py:350] batch 158/?, cuts processed until now is 2513
2022-03-12 11:54:28,841 INFO [decode.py:350] batch 160/?, cuts processed until now is 2531
2022-03-12 11:54:49,589 INFO [decode.py:350] batch 162/?, cuts processed until now is 2555
2022-03-12 11:55:10,974 INFO [decode.py:350] batch 164/?, cuts processed until now is 2587
2022-03-12 11:55:31,494 INFO [decode.py:350] batch 166/?, cuts processed until now is 2621
2022-03-12 11:55:53,283 INFO [decode.py:350] batch 168/?, cuts processed until now is 2650
2022-03-12 11:56:06,760 INFO [decode.py:350] batch 170/?, cuts processed until now is 2661
2022-03-12 11:56:28,910 INFO [decode.py:350] batch 172/?, cuts processed until now is 2673
2022-03-12 11:56:50,212 INFO [decode.py:350] batch 174/?, cuts processed until now is 2698
2022-03-12 11:57:12,133 INFO [decode.py:350] batch 176/?, cuts processed until now is 2721
2022-03-12 11:57:33,733 INFO [decode.py:350] batch 178/?, cuts processed until now is 2737
2022-03-12 11:57:48,955 INFO [decode.py:350] batch 180/?, cuts processed until now is 2758
2022-03-12 11:58:10,384 INFO [decode.py:350] batch 182/?, cuts processed until now is 2770
2022-03-12 11:58:31,137 INFO [decode.py:350] batch 184/?, cuts processed until now is 2786
2022-03-12 11:58:51,057 INFO [decode.py:350] batch 186/?, cuts processed until now is 2805
2022-03-12 11:59:11,045 INFO [decode.py:350] batch 188/?, cuts processed until now is 2817
2022-03-12 11:59:22,444 INFO [decode.py:350] batch 190/?, cuts processed until now is 2825
2022-03-12 11:59:40,563 INFO [decode.py:350] batch 192/?, cuts processed until now is 2843
2022-03-12 12:00:03,480 INFO [decode.py:350] batch 194/?, cuts processed until now is 2857
2022-03-12 12:00:25,593 INFO [decode.py:350] batch 196/?, cuts processed until now is 2871
2022-03-12 12:00:47,356 INFO [decode.py:350] batch 198/?, cuts processed until now is 2885
2022-03-12 12:01:08,797 INFO [decode.py:350] batch 200/?, cuts processed until now is 2899
2022-03-12 12:01:29,826 INFO [decode.py:350] batch 202/?, cuts processed until now is 2913
2022-03-12 12:01:50,130 INFO [decode.py:350] batch 204/?, cuts processed until now is 2927
2022-03-12 12:02:07,524 INFO [decode.py:350] batch 206/?, cuts processed until now is 2939
2022-03-12 12:02:07,603 INFO [decode.py:367] The transcripts are stored in pruned_transducer_stateless/exp/beam_search/recogs-test-other-beam_4-epoch-42-avg-11-beam-4.txt
2022-03-12 12:02:07,674 INFO [utils.py:406] [test-other-beam_4] %WER 6.27% [3282 / 52343, 340 ins, 284 del, 2658 sub ]
2022-03-12 12:02:07,845 INFO [decode.py:380] Wrote detailed error stats to pruned_transducer_stateless/exp/beam_search/errs-test-other-beam_4-epoch-42-avg-11-beam-4.txt
2022-03-12 12:02:07,846 INFO [decode.py:397] 
For test-other, WER of different settings are:
beam_4	6.27	best for test-other

2022-03-12 12:02:07,846 INFO [decode.py:489] Done!