Commit
•
2f31852
1
Parent(s):
6bf3b2f
do some changes for log files
Browse files- log/fast_beam_search/{errs-DEV-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt → errs-dev-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt} +0 -0
- log/fast_beam_search/{errs-TEST-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt → errs-test-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt} +0 -0
- log/fast_beam_search/log-decode-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8-2022-05-15-17-56-10 +0 -911
- log/fast_beam_search/log-decode-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8-2022-05-17-09-55-47 +33 -0
- log/fast_beam_search/{recogs-DEV-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt → recogs-dev-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt} +0 -0
- log/fast_beam_search/{recogs-TEST-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt → recogs-test-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt} +2 -2
- log/fast_beam_search/wer-summary-DEV-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt +0 -2
- log/fast_beam_search/wer-summary-TEST-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt +0 -2
- log/fast_beam_search/wer-summary-dev-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt +2 -0
- log/fast_beam_search/wer-summary-test-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt +2 -0
- log/greedy_search/{errs-DEV-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → errs-dev-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt} +0 -0
- log/greedy_search/{errs-TEST-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → errs-test-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt} +0 -0
- log/greedy_search/log-decode-epoch-29-avg-19-context-2-max-sym-per-frame-1-2022-05-14-01-48-25 +0 -47
- log/greedy_search/log-decode-epoch-29-avg-19-context-2-max-sym-per-frame-1-2022-05-17-09-48-50 +29 -0
- log/greedy_search/{recogs-DEV-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → recogs-dev-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt} +0 -0
- log/greedy_search/{recogs-TEST-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → recogs-test-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt} +2 -2
- log/greedy_search/{wer-summary-DEV-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → wer-summary-dev-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt} +0 -0
- log/greedy_search/{wer-summary-TEST-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → wer-summary-test-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt} +0 -0
- log/modified_beam_search/{errs-DEV-beam_size_4-epoch-29-avg-19-beam-4.txt → errs-dev-beam_size_4-epoch-29-avg-19-beam-4.txt} +0 -0
- log/modified_beam_search/{errs-TEST-beam_size_4-epoch-29-avg-19-beam-4.txt → errs-test-beam_size_4-epoch-29-avg-19-beam-4.txt} +0 -0
- log/modified_beam_search/log-decode-epoch-29-avg-19-beam-4-2022-05-14-21-15-13 +0 -0
- log/modified_beam_search/log-decode-epoch-29-avg-19-beam-4-2022-05-17-10-06-38 +33 -0
- log/modified_beam_search/{recogs-DEV-beam_size_4-epoch-29-avg-19-beam-4.txt → recogs-dev-beam_size_4-epoch-29-avg-19-beam-4.txt} +0 -0
- log/modified_beam_search/{recogs-TEST-beam_size_4-epoch-29-avg-19-beam-4.txt → recogs-test-beam_size_4-epoch-29-avg-19-beam-4.txt} +2 -2
- log/modified_beam_search/{wer-summary-DEV-beam_size_4-epoch-29-avg-19-beam-4.txt → wer-summary-dev-beam_size_4-epoch-29-avg-19-beam-4.txt} +1 -1
- log/modified_beam_search/{wer-summary-TEST-beam_size_4-epoch-29-avg-19-beam-4.txt → wer-summary-test-beam_size_4-epoch-29-avg-19-beam-4.txt} +1 -1
log/fast_beam_search/{errs-DEV-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt → errs-dev-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt}
RENAMED
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log/fast_beam_search/{errs-TEST-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt → errs-test-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt}
RENAMED
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log/fast_beam_search/log-decode-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8-2022-05-15-17-56-10
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2022-05-15 17:56:10,717 INFO [decode.py:475] Decoding started
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2022-05-15 17:56:10,718 INFO [decode.py:481] Device: cuda:0
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2022-05-15 17:56:10,792 INFO [lexicon.py:176] Loading pre-compiled data/lang_char/Linv.pt
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2022-05-15 17:56:10,803 INFO [decode.py:487] {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 10, 'log_interval': 1, 'reset_interval': 200, 'valid_interval': 400, 'feature_dim': 80, 'subsampling_factor': 4, 'encoder_dim': 512, 'nhead': 8, 'dim_feedforward': 2048, 'num_encoder_layers': 12, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 200, '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': '1.2.0.dev+git.a3d7b8e.clean', 'torch-version': '1.11.0', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'pruned-rnnt2-for-aidatatang-zh', 'icefall-git-sha1': 'd184599-dirty', 'icefall-git-date': 'Sat May 7 19:28:36 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-1.2.0.dev0+git.a3d7b8e.clean-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-2-0307200233-b554c565c-lf9qd', 'IP address': '10.177.74.201'}, 'epoch': 29, 'batch': None, 'avg': 19, 'avg_last_n': 0, 'exp_dir': PosixPath('pruned_transducer_stateless2/exp'), 'lang_dir': 'data/lang_char', 'decoding_method': 'fast_beam_search', 'beam_size': 4, 'beam': 4, 'max_contexts': 4, 'max_states': 8, 'context_size': 2, 'max_sym_per_frame': 1, 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 250, '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, 'res_dir': PosixPath('pruned_transducer_stateless2/exp/fast_beam_search'), 'suffix': 'epoch-29-avg-19-beam-4-max-contexts-4-max-states-8', 'blank_id': 0, 'vocab_size': 3945}
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2022-05-15 17:56:10,803 INFO [decode.py:489] About to create model
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2022-05-15 17:56:11,370 INFO [decode.py:510] averaging ['pruned_transducer_stateless2/exp/epoch-11.pt', 'pruned_transducer_stateless2/exp/epoch-12.pt', 'pruned_transducer_stateless2/exp/epoch-13.pt', 'pruned_transducer_stateless2/exp/epoch-14.pt', 'pruned_transducer_stateless2/exp/epoch-15.pt', 'pruned_transducer_stateless2/exp/epoch-16.pt', 'pruned_transducer_stateless2/exp/epoch-17.pt', 'pruned_transducer_stateless2/exp/epoch-18.pt', 'pruned_transducer_stateless2/exp/epoch-19.pt', 'pruned_transducer_stateless2/exp/epoch-20.pt', 'pruned_transducer_stateless2/exp/epoch-21.pt', 'pruned_transducer_stateless2/exp/epoch-22.pt', 'pruned_transducer_stateless2/exp/epoch-23.pt', 'pruned_transducer_stateless2/exp/epoch-24.pt', 'pruned_transducer_stateless2/exp/epoch-25.pt', 'pruned_transducer_stateless2/exp/epoch-26.pt', 'pruned_transducer_stateless2/exp/epoch-27.pt', 'pruned_transducer_stateless2/exp/epoch-28.pt', 'pruned_transducer_stateless2/exp/epoch-29.pt']
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2022-05-15 17:56:52,561 INFO [decode.py:524] Number of model parameters: 85713735
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2022-05-15 17:56:52,564 INFO [asr_datamodule.py:339] About to create dev dataset
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2022-05-15 18:26:52,862 INFO [decode.py:412] The transcripts are stored in pruned_transducer_stateless2/exp/fast_beam_search/recogs-DEV-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
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2022-05-15 18:26:53,579 INFO [utils.py:406] [DEV-beam_4_max_contexts_4_max_states_8] %WER 5.29% [24790 / 469048, 2128 ins, 3032 del, 19630 sub ]
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2022-05-15 18:26:55,319 INFO [decode.py:425] Wrote detailed error stats to pruned_transducer_stateless2/exp/fast_beam_search/errs-DEV-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
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For DEV, WER of different settings are:
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beam_4_max_contexts_4_max_states_8 5.29 best for DEV
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2022-05-15 19:15:25,736 INFO [decode.py:395] batch 1000/?, cuts processed until now is 85700
|
| 817 |
-
2022-05-15 19:15:32,440 INFO [decode.py:395] batch 1002/?, cuts processed until now is 85840
|
| 818 |
-
2022-05-15 19:15:37,629 INFO [decode.py:395] batch 1004/?, cuts processed until now is 86021
|
| 819 |
-
2022-05-15 19:15:42,907 INFO [decode.py:395] batch 1006/?, cuts processed until now is 86195
|
| 820 |
-
2022-05-15 19:15:48,136 INFO [decode.py:395] batch 1008/?, cuts processed until now is 86369
|
| 821 |
-
2022-05-15 19:15:54,889 INFO [decode.py:395] batch 1010/?, cuts processed until now is 86502
|
| 822 |
-
2022-05-15 19:16:03,290 INFO [decode.py:395] batch 1012/?, cuts processed until now is 86594
|
| 823 |
-
2022-05-15 19:16:10,076 INFO [decode.py:395] batch 1014/?, cuts processed until now is 86727
|
| 824 |
-
2022-05-15 19:16:15,836 INFO [decode.py:395] batch 1016/?, cuts processed until now is 86881
|
| 825 |
-
2022-05-15 19:16:23,164 INFO [decode.py:395] batch 1018/?, cuts processed until now is 86994
|
| 826 |
-
2022-05-15 19:16:31,440 INFO [decode.py:395] batch 1020/?, cuts processed until now is 87087
|
| 827 |
-
2022-05-15 19:16:38,062 INFO [decode.py:395] batch 1022/?, cuts processed until now is 87228
|
| 828 |
-
2022-05-15 19:16:43,066 INFO [decode.py:395] batch 1024/?, cuts processed until now is 87414
|
| 829 |
-
2022-05-15 19:16:48,731 INFO [decode.py:395] batch 1026/?, cuts processed until now is 87573
|
| 830 |
-
2022-05-15 19:16:54,725 INFO [decode.py:395] batch 1028/?, cuts processed until now is 87716
|
| 831 |
-
2022-05-15 19:17:01,686 INFO [decode.py:395] batch 1030/?, cuts processed until now is 87839
|
| 832 |
-
2022-05-15 19:17:08,735 INFO [decode.py:395] batch 1032/?, cuts processed until now is 87963
|
| 833 |
-
2022-05-15 19:17:14,744 INFO [decode.py:395] batch 1034/?, cuts processed until now is 88107
|
| 834 |
-
2022-05-15 19:17:20,517 INFO [decode.py:395] batch 1036/?, cuts processed until now is 88261
|
| 835 |
-
2022-05-15 19:17:26,936 INFO [decode.py:395] batch 1038/?, cuts processed until now is 88395
|
| 836 |
-
2022-05-15 19:17:35,071 INFO [decode.py:395] batch 1040/?, cuts processed until now is 88489
|
| 837 |
-
2022-05-15 19:17:41,973 INFO [decode.py:395] batch 1042/?, cuts processed until now is 88613
|
| 838 |
-
2022-05-15 19:17:47,664 INFO [decode.py:395] batch 1044/?, cuts processed until now is 88767
|
| 839 |
-
2022-05-15 19:17:53,633 INFO [decode.py:395] batch 1046/?, cuts processed until now is 88911
|
| 840 |
-
2022-05-15 19:17:59,561 INFO [decode.py:395] batch 1048/?, cuts processed until now is 89055
|
| 841 |
-
2022-05-15 19:18:05,191 INFO [decode.py:395] batch 1050/?, cuts processed until now is 89209
|
| 842 |
-
2022-05-15 19:18:11,152 INFO [decode.py:395] batch 1052/?, cuts processed until now is 89353
|
| 843 |
-
2022-05-15 19:18:17,883 INFO [decode.py:395] batch 1054/?, cuts processed until now is 89497
|
| 844 |
-
2022-05-15 19:18:24,798 INFO [decode.py:395] batch 1056/?, cuts processed until now is 89622
|
| 845 |
-
2022-05-15 19:18:31,732 INFO [decode.py:395] batch 1058/?, cuts processed until now is 89748
|
| 846 |
-
2022-05-15 19:18:37,395 INFO [decode.py:395] batch 1060/?, cuts processed until now is 89904
|
| 847 |
-
2022-05-15 19:18:43,080 INFO [decode.py:395] batch 1062/?, cuts processed until now is 90060
|
| 848 |
-
2022-05-15 19:18:48,971 INFO [decode.py:395] batch 1064/?, cuts processed until now is 90205
|
| 849 |
-
2022-05-15 19:18:56,105 INFO [decode.py:395] batch 1066/?, cuts processed until now is 90320
|
| 850 |
-
2022-05-15 19:19:03,241 INFO [decode.py:395] batch 1068/?, cuts processed until now is 90436
|
| 851 |
-
2022-05-15 19:19:09,458 INFO [decode.py:395] batch 1070/?, cuts processed until now is 90572
|
| 852 |
-
2022-05-15 19:19:15,403 INFO [decode.py:395] batch 1072/?, cuts processed until now is 90718
|
| 853 |
-
2022-05-15 19:19:21,031 INFO [decode.py:395] batch 1074/?, cuts processed until now is 90874
|
| 854 |
-
2022-05-15 19:19:27,887 INFO [decode.py:395] batch 1076/?, cuts processed until now is 91000
|
| 855 |
-
2022-05-15 19:19:34,701 INFO [decode.py:395] batch 1078/?, cuts processed until now is 91126
|
| 856 |
-
2022-05-15 19:19:41,505 INFO [decode.py:395] batch 1080/?, cuts processed until now is 91252
|
| 857 |
-
2022-05-15 19:19:49,568 INFO [decode.py:395] batch 1082/?, cuts processed until now is 91348
|
| 858 |
-
2022-05-15 19:19:56,650 INFO [decode.py:395] batch 1084/?, cuts processed until now is 91464
|
| 859 |
-
2022-05-15 19:20:02,831 INFO [decode.py:395] batch 1086/?, cuts processed until now is 91600
|
| 860 |
-
2022-05-15 19:20:08,871 INFO [decode.py:395] batch 1088/?, cuts processed until now is 91718
|
| 861 |
-
2022-05-15 19:20:15,872 INFO [decode.py:395] batch 1090/?, cuts processed until now is 91817
|
| 862 |
-
2022-05-15 19:20:22,651 INFO [decode.py:395] batch 1092/?, cuts processed until now is 91944
|
| 863 |
-
2022-05-15 19:20:29,449 INFO [decode.py:395] batch 1094/?, cuts processed until now is 92071
|
| 864 |
-
2022-05-15 19:20:37,406 INFO [decode.py:395] batch 1096/?, cuts processed until now is 92169
|
| 865 |
-
2022-05-15 19:20:45,331 INFO [decode.py:395] batch 1098/?, cuts processed until now is 92267
|
| 866 |
-
2022-05-15 19:20:52,083 INFO [decode.py:395] batch 1100/?, cuts processed until now is 92395
|
| 867 |
-
2022-05-15 19:20:57,424 INFO [decode.py:395] batch 1102/?, cuts processed until now is 92506
|
| 868 |
-
2022-05-15 19:21:03,910 INFO [decode.py:395] batch 1104/?, cuts processed until now is 92587
|
| 869 |
-
2022-05-15 19:21:11,782 INFO [decode.py:395] batch 1106/?, cuts processed until now is 92685
|
| 870 |
-
2022-05-15 19:21:19,689 INFO [decode.py:395] batch 1108/?, cuts processed until now is 92783
|
| 871 |
-
2022-05-15 19:21:27,506 INFO [decode.py:395] batch 1110/?, cuts processed until now is 92882
|
| 872 |
-
2022-05-15 19:21:35,338 INFO [decode.py:395] batch 1112/?, cuts processed until now is 92982
|
| 873 |
-
2022-05-15 19:21:43,139 INFO [decode.py:395] batch 1114/?, cuts processed until now is 93082
|
| 874 |
-
2022-05-15 19:21:50,906 INFO [decode.py:395] batch 1116/?, cuts processed until now is 93182
|
| 875 |
-
2022-05-15 19:21:58,682 INFO [decode.py:395] batch 1118/?, cuts processed until now is 93282
|
| 876 |
-
2022-05-15 19:22:06,370 INFO [decode.py:395] batch 1120/?, cuts processed until now is 93383
|
| 877 |
-
2022-05-15 19:22:14,117 INFO [decode.py:395] batch 1122/?, cuts processed until now is 93485
|
| 878 |
-
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|
| 879 |
-
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|
| 880 |
-
2022-05-15 19:22:37,086 INFO [decode.py:395] batch 1128/?, cuts processed until now is 93791
|
| 881 |
-
2022-05-15 19:22:44,699 INFO [decode.py:395] batch 1130/?, cuts processed until now is 93893
|
| 882 |
-
2022-05-15 19:22:52,315 INFO [decode.py:395] batch 1132/?, cuts processed until now is 93996
|
| 883 |
-
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|
| 884 |
-
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|
| 885 |
-
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|
| 886 |
-
2022-05-15 19:23:22,661 INFO [decode.py:395] batch 1140/?, cuts processed until now is 94412
|
| 887 |
-
2022-05-15 19:23:30,165 INFO [decode.py:395] batch 1142/?, cuts processed until now is 94516
|
| 888 |
-
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|
| 889 |
-
2022-05-15 19:23:45,137 INFO [decode.py:395] batch 1146/?, cuts processed until now is 94727
|
| 890 |
-
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|
| 891 |
-
2022-05-15 19:24:00,041 INFO [decode.py:395] batch 1150/?, cuts processed until now is 94939
|
| 892 |
-
2022-05-15 19:24:07,416 INFO [decode.py:395] batch 1152/?, cuts processed until now is 95045
|
| 893 |
-
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|
| 894 |
-
2022-05-15 19:24:22,184 INFO [decode.py:395] batch 1156/?, cuts processed until now is 95260
|
| 895 |
-
2022-05-15 19:24:29,516 INFO [decode.py:395] batch 1158/?, cuts processed until now is 95368
|
| 896 |
-
2022-05-15 19:24:36,821 INFO [decode.py:395] batch 1160/?, cuts processed until now is 95476
|
| 897 |
-
2022-05-15 19:24:44,138 INFO [decode.py:395] batch 1162/?, cuts processed until now is 95584
|
| 898 |
-
2022-05-15 19:24:51,383 INFO [decode.py:395] batch 1164/?, cuts processed until now is 95693
|
| 899 |
-
2022-05-15 19:24:58,637 INFO [decode.py:395] batch 1166/?, cuts processed until now is 95803
|
| 900 |
-
2022-05-15 19:25:05,851 INFO [decode.py:395] batch 1168/?, cuts processed until now is 95913
|
| 901 |
-
2022-05-15 19:25:13,059 INFO [decode.py:395] batch 1170/?, cuts processed until now is 96023
|
| 902 |
-
2022-05-15 19:25:20,253 INFO [decode.py:395] batch 1172/?, cuts processed until now is 96133
|
| 903 |
-
2022-05-15 19:25:27,399 INFO [decode.py:395] batch 1174/?, cuts processed until now is 96238
|
| 904 |
-
2022-05-15 19:25:31,775 INFO [decode.py:412] The transcripts are stored in pruned_transducer_stateless2/exp/fast_beam_search/recogs-TEST-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
|
| 905 |
-
2022-05-15 19:25:32,882 INFO [utils.py:406] [TEST-beam_4_max_contexts_4_max_states_8] %WER 6.33% [59408 / 937866, 4674 ins, 6946 del, 47788 sub ]
|
| 906 |
-
2022-05-15 19:25:35,727 INFO [decode.py:425] Wrote detailed error stats to pruned_transducer_stateless2/exp/fast_beam_search/errs-TEST-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
|
| 907 |
-
2022-05-15 19:25:35,734 INFO [decode.py:442]
|
| 908 |
-
For TEST, WER of different settings are:
|
| 909 |
-
beam_4_max_contexts_4_max_states_8 6.33 best for TEST
|
| 910 |
-
|
| 911 |
-
2022-05-15 19:25:35,734 INFO [decode.py:599] Done!
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|
log/fast_beam_search/log-decode-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8-2022-05-17-09-55-47
ADDED
|
@@ -0,0 +1,33 @@
|
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|
| 1 |
+
2022-05-17 09:55:47,388 INFO [decode.py:472] Decoding started
|
| 2 |
+
2022-05-17 09:55:47,388 INFO [decode.py:478] Device: cuda:0
|
| 3 |
+
2022-05-17 09:55:47,462 INFO [lexicon.py:176] Loading pre-compiled data/lang_char/Linv.pt
|
| 4 |
+
2022-05-17 09:55:47,472 INFO [decode.py:484] {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 10, 'log_interval': 1, 'reset_interval': 200, 'valid_interval': 400, 'feature_dim': 80, 'subsampling_factor': 4, 'encoder_dim': 512, 'nhead': 8, 'dim_feedforward': 2048, 'num_encoder_layers': 12, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 200, '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': '1.2.0.dev+git.de75634.clean', 'torch-version': '1.11.0', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'pruned-rnnt2-for-aidatatang-zh', 'icefall-git-sha1': '822fe21-clean', 'icefall-git-date': 'Tue May 17 09:38:25 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-1.2.0.dev0+git.de75634.clean-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-0307195509-54c966b95f-rtpfq', 'IP address': '10.177.22.9'}, 'epoch': 29, 'batch': None, 'avg': 19, 'avg_last_n': 0, 'exp_dir': PosixPath('pruned_transducer_stateless2/exp'), 'lang_dir': 'data/lang_char', 'decoding_method': 'fast_beam_search', 'beam_size': 4, 'beam': 4, 'max_contexts': 4, 'max_states': 8, 'context_size': 2, 'max_sym_per_frame': 1, '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, 'res_dir': PosixPath('pruned_transducer_stateless2/exp/fast_beam_search'), 'suffix': 'epoch-29-avg-19-beam-4-max-contexts-4-max-states-8', 'blank_id': 0, 'vocab_size': 3945}
|
| 5 |
+
2022-05-17 09:55:47,473 INFO [decode.py:486] About to create model
|
| 6 |
+
2022-05-17 09:55:47,977 INFO [decode.py:507] averaging ['pruned_transducer_stateless2/exp/epoch-11.pt', 'pruned_transducer_stateless2/exp/epoch-12.pt', 'pruned_transducer_stateless2/exp/epoch-13.pt', 'pruned_transducer_stateless2/exp/epoch-14.pt', 'pruned_transducer_stateless2/exp/epoch-15.pt', 'pruned_transducer_stateless2/exp/epoch-16.pt', 'pruned_transducer_stateless2/exp/epoch-17.pt', 'pruned_transducer_stateless2/exp/epoch-18.pt', 'pruned_transducer_stateless2/exp/epoch-19.pt', 'pruned_transducer_stateless2/exp/epoch-20.pt', 'pruned_transducer_stateless2/exp/epoch-21.pt', 'pruned_transducer_stateless2/exp/epoch-22.pt', 'pruned_transducer_stateless2/exp/epoch-23.pt', 'pruned_transducer_stateless2/exp/epoch-24.pt', 'pruned_transducer_stateless2/exp/epoch-25.pt', 'pruned_transducer_stateless2/exp/epoch-26.pt', 'pruned_transducer_stateless2/exp/epoch-27.pt', 'pruned_transducer_stateless2/exp/epoch-28.pt', 'pruned_transducer_stateless2/exp/epoch-29.pt']
|
| 7 |
+
2022-05-17 09:56:07,724 INFO [decode.py:521] Number of model parameters: 85713735
|
| 8 |
+
2022-05-17 09:56:07,727 INFO [asr_datamodule.py:340] About to create dev dataset
|
| 9 |
+
2022-05-17 09:56:10,041 INFO [asr_datamodule.py:361] About to create dev dataloader
|
| 10 |
+
2022-05-17 09:56:17,254 INFO [decode.py:392] batch 0/?, cuts processed until now is 173
|
| 11 |
+
2022-05-17 09:57:03,617 INFO [decode.py:392] batch 50/?, cuts processed until now is 9785
|
| 12 |
+
2022-05-17 09:57:50,859 INFO [decode.py:392] batch 100/?, cuts processed until now is 19629
|
| 13 |
+
2022-05-17 09:58:11,654 INFO [decode.py:409] The transcripts are stored in pruned_transducer_stateless2/exp/fast_beam_search/recogs-dev-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
|
| 14 |
+
2022-05-17 09:58:11,977 INFO [utils.py:406] [dev-beam_4_max_contexts_4_max_states_8] %WER 5.30% [12429 / 234524, 1042 ins, 1555 del, 9832 sub ]
|
| 15 |
+
2022-05-17 09:58:12,716 INFO [decode.py:422] Wrote detailed error stats to pruned_transducer_stateless2/exp/fast_beam_search/errs-dev-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
|
| 16 |
+
2022-05-17 09:58:12,716 INFO [decode.py:439]
|
| 17 |
+
For dev, WER of different settings are:
|
| 18 |
+
beam_4_max_contexts_4_max_states_8 5.3 best for dev
|
| 19 |
+
|
| 20 |
+
2022-05-17 09:58:17,371 INFO [decode.py:392] batch 0/?, cuts processed until now is 173
|
| 21 |
+
2022-05-17 09:59:04,630 INFO [decode.py:392] batch 50/?, cuts processed until now is 9827
|
| 22 |
+
2022-05-17 09:59:51,552 INFO [decode.py:392] batch 100/?, cuts processed until now is 19296
|
| 23 |
+
2022-05-17 10:00:40,314 INFO [decode.py:392] batch 150/?, cuts processed until now is 28710
|
| 24 |
+
2022-05-17 10:01:27,617 INFO [decode.py:392] batch 200/?, cuts processed until now is 39188
|
| 25 |
+
2022-05-17 10:02:06,851 INFO [decode.py:392] batch 250/?, cuts processed until now is 48043
|
| 26 |
+
2022-05-17 10:02:08,551 INFO [decode.py:409] The transcripts are stored in pruned_transducer_stateless2/exp/fast_beam_search/recogs-test-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
|
| 27 |
+
2022-05-17 10:02:09,121 INFO [utils.py:406] [test-beam_4_max_contexts_4_max_states_8] %WER 6.34% [29727 / 468933, 2306 ins, 3518 del, 23903 sub ]
|
| 28 |
+
2022-05-17 10:02:10,566 INFO [decode.py:422] Wrote detailed error stats to pruned_transducer_stateless2/exp/fast_beam_search/errs-test-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
|
| 29 |
+
2022-05-17 10:02:10,567 INFO [decode.py:439]
|
| 30 |
+
For test, WER of different settings are:
|
| 31 |
+
beam_4_max_contexts_4_max_states_8 6.34 best for test
|
| 32 |
+
|
| 33 |
+
2022-05-17 10:02:10,567 INFO [decode.py:596] Done!
|
log/fast_beam_search/{recogs-DEV-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt → recogs-dev-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt}
RENAMED
|
The diff for this file is too large to render.
See raw diff
|
log/fast_beam_search/{recogs-TEST-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt → recogs-test-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt}
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
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size 7023722
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log/fast_beam_search/wer-summary-DEV-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
DELETED
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settings WER
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beam_4_max_contexts_4_max_states_8 5.29
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log/fast_beam_search/wer-summary-TEST-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
DELETED
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settings WER
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beam_4_max_contexts_4_max_states_8 6.33
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log/fast_beam_search/wer-summary-dev-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
ADDED
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settings WER
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beam_4_max_contexts_4_max_states_8 5.3
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log/fast_beam_search/wer-summary-test-beam_4_max_contexts_4_max_states_8-epoch-29-avg-19-beam-4-max-contexts-4-max-states-8.txt
ADDED
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settings WER
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beam_4_max_contexts_4_max_states_8 6.34
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log/greedy_search/{errs-DEV-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → errs-dev-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt}
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log/greedy_search/{errs-TEST-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → errs-test-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt}
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log/greedy_search/log-decode-epoch-29-avg-19-context-2-max-sym-per-frame-1-2022-05-14-01-48-25
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2022-05-14 01:48:25,246 INFO [decode.py:472] Decoding started
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| 2 |
-
2022-05-14 01:48:25,247 INFO [decode.py:478] Device: cuda:0
|
| 3 |
-
2022-05-14 01:48:25,341 INFO [lexicon.py:176] Loading pre-compiled data/lang_char/Linv.pt
|
| 4 |
-
2022-05-14 01:48:25,359 INFO [decode.py:484] {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 10, 'log_interval': 1, 'reset_interval': 200, 'valid_interval': 400, 'feature_dim': 80, 'subsampling_factor': 4, 'encoder_dim': 512, 'nhead': 8, 'dim_feedforward': 2048, 'num_encoder_layers': 12, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 200, 'env_info': {'k2-version': '1.14', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': '4fb6b88661cca73e5f66f03df16e5a1d0c4886f8', 'k2-git-date': 'Fri Apr 8 18:29:32 2022', 'lhotse-version': '1.2.0.dev+git.a3d7b8e.clean', 'torch-version': '1.11.0', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'pruned-rnnt2-for-aidatatang-zh', 'icefall-git-sha1': 'd184599-dirty', 'icefall-git-date': 'Sat May 7 19:28:36 2022', 'icefall-path': '/ceph-meixu/luomingshuang/icefall', 'k2-path': '/ceph-ms/luomingshuang/k2/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-meixu/luomingshuang/anaconda3/envs/k2-python/lib/python3.8/site-packages/lhotse-1.2.0.dev0+git.a3d7b8e.clean-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-7-0309102938-68688b4cbd-xhtcg', 'IP address': '10.48.32.137'}, 'epoch': 29, 'batch': None, 'avg': 19, 'avg_last_n': 0, 'exp_dir': PosixPath('pruned_transducer_stateless2/exp'), 'lang_dir': 'data/lang_char', 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 4, 'max_contexts': 4, 'max_states': 8, 'context_size': 2, 'max_sym_per_frame': 1, 'manifest_dir': PosixPath('data/fbank'), 'max_duration': 200, '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, 'res_dir': PosixPath('pruned_transducer_stateless2/exp/greedy_search'), 'suffix': 'epoch-29-avg-19-context-2-max-sym-per-frame-1', 'blank_id': 0, 'vocab_size': 3945}
|
| 5 |
-
2022-05-14 01:48:25,359 INFO [decode.py:486] About to create model
|
| 6 |
-
2022-05-14 01:48:25,837 INFO [decode.py:507] averaging ['pruned_transducer_stateless2/exp/epoch-11.pt', 'pruned_transducer_stateless2/exp/epoch-12.pt', 'pruned_transducer_stateless2/exp/epoch-13.pt', 'pruned_transducer_stateless2/exp/epoch-14.pt', 'pruned_transducer_stateless2/exp/epoch-15.pt', 'pruned_transducer_stateless2/exp/epoch-16.pt', 'pruned_transducer_stateless2/exp/epoch-17.pt', 'pruned_transducer_stateless2/exp/epoch-18.pt', 'pruned_transducer_stateless2/exp/epoch-19.pt', 'pruned_transducer_stateless2/exp/epoch-20.pt', 'pruned_transducer_stateless2/exp/epoch-21.pt', 'pruned_transducer_stateless2/exp/epoch-22.pt', 'pruned_transducer_stateless2/exp/epoch-23.pt', 'pruned_transducer_stateless2/exp/epoch-24.pt', 'pruned_transducer_stateless2/exp/epoch-25.pt', 'pruned_transducer_stateless2/exp/epoch-26.pt', 'pruned_transducer_stateless2/exp/epoch-27.pt', 'pruned_transducer_stateless2/exp/epoch-28.pt', 'pruned_transducer_stateless2/exp/epoch-29.pt']
|
| 7 |
-
2022-05-14 01:48:53,282 INFO [decode.py:521] Number of model parameters: 85713735
|
| 8 |
-
2022-05-14 01:48:53,314 INFO [asr_datamodule.py:339] About to create dev dataset
|
| 9 |
-
2022-05-14 01:49:00,875 INFO [asr_datamodule.py:360] About to create dev dataloader
|
| 10 |
-
2022-05-14 01:49:18,611 INFO [decode.py:392] batch 0/?, cuts processed until now is 79
|
| 11 |
-
2022-05-14 01:49:38,561 INFO [decode.py:392] batch 100/?, cuts processed until now is 7100
|
| 12 |
-
2022-05-14 01:49:58,182 INFO [decode.py:392] batch 200/?, cuts processed until now is 14137
|
| 13 |
-
2022-05-14 01:50:18,172 INFO [decode.py:392] batch 300/?, cuts processed until now is 20977
|
| 14 |
-
2022-05-14 01:50:37,874 INFO [decode.py:392] batch 400/?, cuts processed until now is 27843
|
| 15 |
-
2022-05-14 01:50:58,180 INFO [decode.py:392] batch 500/?, cuts processed until now is 34729
|
| 16 |
-
2022-05-14 01:51:18,013 INFO [decode.py:392] batch 600/?, cuts processed until now is 40953
|
| 17 |
-
2022-05-14 01:51:38,003 INFO [decode.py:392] batch 700/?, cuts processed until now is 46618
|
| 18 |
-
2022-05-14 01:51:48,076 INFO [decode.py:409] The transcripts are stored in pruned_transducer_stateless2/exp/greedy_search/recogs-DEV-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt
|
| 19 |
-
2022-05-14 01:51:48,648 INFO [utils.py:406] [DEV-greedy_search] %WER 5.53% [25946 / 469048, 2364 ins, 2942 del, 20640 sub ]
|
| 20 |
-
2022-05-14 01:51:50,122 INFO [decode.py:422] Wrote detailed error stats to pruned_transducer_stateless2/exp/greedy_search/errs-DEV-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt
|
| 21 |
-
2022-05-14 01:51:50,130 INFO [decode.py:439]
|
| 22 |
-
For DEV, WER of different settings are:
|
| 23 |
-
greedy_search 5.53 best for DEV
|
| 24 |
-
|
| 25 |
-
2022-05-14 01:51:50,813 INFO [decode.py:392] batch 0/?, cuts processed until now is 80
|
| 26 |
-
2022-05-14 01:52:11,049 INFO [decode.py:392] batch 100/?, cuts processed until now is 7101
|
| 27 |
-
2022-05-14 01:52:30,901 INFO [decode.py:392] batch 200/?, cuts processed until now is 14085
|
| 28 |
-
2022-05-14 01:52:52,057 INFO [decode.py:392] batch 300/?, cuts processed until now is 20764
|
| 29 |
-
2022-05-14 01:53:12,187 INFO [decode.py:392] batch 400/?, cuts processed until now is 27515
|
| 30 |
-
2022-05-14 01:53:31,853 INFO [decode.py:392] batch 500/?, cuts processed until now is 34734
|
| 31 |
-
2022-05-14 01:53:52,759 INFO [decode.py:392] batch 600/?, cuts processed until now is 40978
|
| 32 |
-
2022-05-14 01:54:12,380 INFO [decode.py:392] batch 700/?, cuts processed until now is 48159
|
| 33 |
-
2022-05-14 01:54:32,010 INFO [decode.py:392] batch 800/?, cuts processed until now is 55147
|
| 34 |
-
2022-05-14 01:54:52,025 INFO [decode.py:392] batch 900/?, cuts processed until now is 62826
|
| 35 |
-
2022-05-14 01:55:11,600 INFO [decode.py:392] batch 1000/?, cuts processed until now is 69627
|
| 36 |
-
2022-05-14 01:55:31,447 INFO [decode.py:392] batch 1100/?, cuts processed until now is 76305
|
| 37 |
-
2022-05-14 01:55:51,900 INFO [decode.py:392] batch 1200/?, cuts processed until now is 82216
|
| 38 |
-
2022-05-14 01:56:12,317 INFO [decode.py:392] batch 1300/?, cuts processed until now is 88091
|
| 39 |
-
2022-05-14 01:56:32,882 INFO [decode.py:392] batch 1400/?, cuts processed until now is 93350
|
| 40 |
-
2022-05-14 01:56:49,517 INFO [decode.py:409] The transcripts are stored in pruned_transducer_stateless2/exp/greedy_search/recogs-TEST-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt
|
| 41 |
-
2022-05-14 01:56:50,656 INFO [utils.py:406] [TEST-greedy_search] %WER 6.59% [61816 / 937866, 5162 ins, 6458 del, 50196 sub ]
|
| 42 |
-
2022-05-14 01:56:53,583 INFO [decode.py:422] Wrote detailed error stats to pruned_transducer_stateless2/exp/greedy_search/errs-TEST-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt
|
| 43 |
-
2022-05-14 01:56:53,591 INFO [decode.py:439]
|
| 44 |
-
For TEST, WER of different settings are:
|
| 45 |
-
greedy_search 6.59 best for TEST
|
| 46 |
-
|
| 47 |
-
2022-05-14 01:56:53,591 INFO [decode.py:596] Done!
|
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log/greedy_search/log-decode-epoch-29-avg-19-context-2-max-sym-per-frame-1-2022-05-17-09-48-50
ADDED
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+
2022-05-17 09:48:50,718 INFO [decode.py:472] Decoding started
|
| 2 |
+
2022-05-17 09:48:50,719 INFO [decode.py:478] Device: cuda:0
|
| 3 |
+
2022-05-17 09:48:50,791 INFO [lexicon.py:176] Loading pre-compiled data/lang_char/Linv.pt
|
| 4 |
+
2022-05-17 09:48:50,801 INFO [decode.py:484] {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 10, 'log_interval': 1, 'reset_interval': 200, 'valid_interval': 400, 'feature_dim': 80, 'subsampling_factor': 4, 'encoder_dim': 512, 'nhead': 8, 'dim_feedforward': 2048, 'num_encoder_layers': 12, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 200, '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': '1.2.0.dev+git.de75634.clean', 'torch-version': '1.11.0', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'pruned-rnnt2-for-aidatatang-zh', 'icefall-git-sha1': '822fe21-clean', 'icefall-git-date': 'Tue May 17 09:38:25 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-1.2.0.dev0+git.de75634.clean-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-0307195509-54c966b95f-rtpfq', 'IP address': '10.177.22.9'}, 'epoch': 29, 'batch': None, 'avg': 19, 'avg_last_n': 0, 'exp_dir': PosixPath('pruned_transducer_stateless2/exp'), 'lang_dir': 'data/lang_char', 'decoding_method': 'greedy_search', 'beam_size': 4, 'beam': 4, 'max_contexts': 4, 'max_states': 8, 'context_size': 2, 'max_sym_per_frame': 1, '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, 'res_dir': PosixPath('pruned_transducer_stateless2/exp/greedy_search'), 'suffix': 'epoch-29-avg-19-context-2-max-sym-per-frame-1', 'blank_id': 0, 'vocab_size': 3945}
|
| 5 |
+
2022-05-17 09:48:50,802 INFO [decode.py:486] About to create model
|
| 6 |
+
2022-05-17 09:48:51,281 INFO [decode.py:507] averaging ['pruned_transducer_stateless2/exp/epoch-11.pt', 'pruned_transducer_stateless2/exp/epoch-12.pt', 'pruned_transducer_stateless2/exp/epoch-13.pt', 'pruned_transducer_stateless2/exp/epoch-14.pt', 'pruned_transducer_stateless2/exp/epoch-15.pt', 'pruned_transducer_stateless2/exp/epoch-16.pt', 'pruned_transducer_stateless2/exp/epoch-17.pt', 'pruned_transducer_stateless2/exp/epoch-18.pt', 'pruned_transducer_stateless2/exp/epoch-19.pt', 'pruned_transducer_stateless2/exp/epoch-20.pt', 'pruned_transducer_stateless2/exp/epoch-21.pt', 'pruned_transducer_stateless2/exp/epoch-22.pt', 'pruned_transducer_stateless2/exp/epoch-23.pt', 'pruned_transducer_stateless2/exp/epoch-24.pt', 'pruned_transducer_stateless2/exp/epoch-25.pt', 'pruned_transducer_stateless2/exp/epoch-26.pt', 'pruned_transducer_stateless2/exp/epoch-27.pt', 'pruned_transducer_stateless2/exp/epoch-28.pt', 'pruned_transducer_stateless2/exp/epoch-29.pt']
|
| 7 |
+
2022-05-17 09:49:10,812 INFO [decode.py:521] Number of model parameters: 85713735
|
| 8 |
+
2022-05-17 09:49:10,815 INFO [asr_datamodule.py:340] About to create dev dataset
|
| 9 |
+
2022-05-17 09:49:13,101 INFO [asr_datamodule.py:361] About to create dev dataloader
|
| 10 |
+
2022-05-17 09:49:19,714 INFO [decode.py:392] batch 0/?, cuts processed until now is 173
|
| 11 |
+
2022-05-17 09:50:07,609 INFO [decode.py:392] batch 100/?, cuts processed until now is 19629
|
| 12 |
+
2022-05-17 09:50:18,025 INFO [decode.py:409] The transcripts are stored in pruned_transducer_stateless2/exp/greedy_search/recogs-dev-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt
|
| 13 |
+
2022-05-17 09:50:18,310 INFO [utils.py:406] [dev-greedy_search] %WER 5.53% [12975 / 234524, 1170 ins, 1487 del, 10318 sub ]
|
| 14 |
+
2022-05-17 09:50:19,057 INFO [decode.py:422] Wrote detailed error stats to pruned_transducer_stateless2/exp/greedy_search/errs-dev-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt
|
| 15 |
+
2022-05-17 09:50:19,057 INFO [decode.py:439]
|
| 16 |
+
For dev, WER of different settings are:
|
| 17 |
+
greedy_search 5.53 best for dev
|
| 18 |
+
|
| 19 |
+
2022-05-17 09:50:23,412 INFO [decode.py:392] batch 0/?, cuts processed until now is 173
|
| 20 |
+
2022-05-17 09:51:11,589 INFO [decode.py:392] batch 100/?, cuts processed until now is 19296
|
| 21 |
+
2022-05-17 09:52:00,302 INFO [decode.py:392] batch 200/?, cuts processed until now is 39188
|
| 22 |
+
2022-05-17 09:52:21,033 INFO [decode.py:409] The transcripts are stored in pruned_transducer_stateless2/exp/greedy_search/recogs-test-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt
|
| 23 |
+
2022-05-17 09:52:21,653 INFO [utils.py:406] [test-greedy_search] %WER 6.59% [30905 / 468933, 2533 ins, 3290 del, 25082 sub ]
|
| 24 |
+
2022-05-17 09:52:23,247 INFO [decode.py:422] Wrote detailed error stats to pruned_transducer_stateless2/exp/greedy_search/errs-test-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt
|
| 25 |
+
2022-05-17 09:52:23,248 INFO [decode.py:439]
|
| 26 |
+
For test, WER of different settings are:
|
| 27 |
+
greedy_search 6.59 best for test
|
| 28 |
+
|
| 29 |
+
2022-05-17 09:52:23,248 INFO [decode.py:596] Done!
|
log/greedy_search/{recogs-DEV-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → recogs-dev-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt}
RENAMED
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The diff for this file is too large to render.
See raw diff
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log/greedy_search/{recogs-TEST-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → recogs-test-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt}
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:8812d596c4256a44c43b15ffd09631ba3ace91ffe53f763846c883ebfd1e4b9d
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size 7026491
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log/greedy_search/{wer-summary-DEV-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → wer-summary-dev-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt}
RENAMED
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File without changes
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log/greedy_search/{wer-summary-TEST-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt → wer-summary-test-greedy_search-epoch-29-avg-19-context-2-max-sym-per-frame-1.txt}
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log/modified_beam_search/{errs-DEV-beam_size_4-epoch-29-avg-19-beam-4.txt → errs-dev-beam_size_4-epoch-29-avg-19-beam-4.txt}
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log/modified_beam_search/{errs-TEST-beam_size_4-epoch-29-avg-19-beam-4.txt → errs-test-beam_size_4-epoch-29-avg-19-beam-4.txt}
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log/modified_beam_search/log-decode-epoch-29-avg-19-beam-4-2022-05-14-21-15-13
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log/modified_beam_search/log-decode-epoch-29-avg-19-beam-4-2022-05-17-10-06-38
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2022-05-17 10:06:38,983 INFO [decode.py:472] Decoding started
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2022-05-17 10:06:38,983 INFO [decode.py:478] Device: cuda:0
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2022-05-17 10:06:39,059 INFO [lexicon.py:176] Loading pre-compiled data/lang_char/Linv.pt
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2022-05-17 10:06:39,070 INFO [decode.py:484] {'best_train_loss': inf, 'best_valid_loss': inf, 'best_train_epoch': -1, 'best_valid_epoch': -1, 'batch_idx_train': 10, 'log_interval': 1, 'reset_interval': 200, 'valid_interval': 400, 'feature_dim': 80, 'subsampling_factor': 4, 'encoder_dim': 512, 'nhead': 8, 'dim_feedforward': 2048, 'num_encoder_layers': 12, 'decoder_dim': 512, 'joiner_dim': 512, 'model_warm_step': 200, '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': '1.2.0.dev+git.de75634.clean', 'torch-version': '1.11.0', 'torch-cuda-available': True, 'torch-cuda-version': '10.2', 'python-version': '3.8', 'icefall-git-branch': 'pruned-rnnt2-for-aidatatang-zh', 'icefall-git-sha1': '822fe21-clean', 'icefall-git-date': 'Tue May 17 09:38:25 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-1.2.0.dev0+git.de75634.clean-py3.8.egg/lhotse/__init__.py', 'hostname': 'de-74279-k2-train-1-0307195509-54c966b95f-rtpfq', 'IP address': '10.177.22.9'}, 'epoch': 29, 'batch': None, 'avg': 19, 'avg_last_n': 0, 'exp_dir': PosixPath('pruned_transducer_stateless2/exp'), '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, '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, 'res_dir': PosixPath('pruned_transducer_stateless2/exp/modified_beam_search'), 'suffix': 'epoch-29-avg-19-beam-4', 'blank_id': 0, 'vocab_size': 3945}
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2022-05-17 10:06:39,070 INFO [decode.py:486] About to create model
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2022-05-17 10:06:39,552 INFO [decode.py:507] averaging ['pruned_transducer_stateless2/exp/epoch-11.pt', 'pruned_transducer_stateless2/exp/epoch-12.pt', 'pruned_transducer_stateless2/exp/epoch-13.pt', 'pruned_transducer_stateless2/exp/epoch-14.pt', 'pruned_transducer_stateless2/exp/epoch-15.pt', 'pruned_transducer_stateless2/exp/epoch-16.pt', 'pruned_transducer_stateless2/exp/epoch-17.pt', 'pruned_transducer_stateless2/exp/epoch-18.pt', 'pruned_transducer_stateless2/exp/epoch-19.pt', 'pruned_transducer_stateless2/exp/epoch-20.pt', 'pruned_transducer_stateless2/exp/epoch-21.pt', 'pruned_transducer_stateless2/exp/epoch-22.pt', 'pruned_transducer_stateless2/exp/epoch-23.pt', 'pruned_transducer_stateless2/exp/epoch-24.pt', 'pruned_transducer_stateless2/exp/epoch-25.pt', 'pruned_transducer_stateless2/exp/epoch-26.pt', 'pruned_transducer_stateless2/exp/epoch-27.pt', 'pruned_transducer_stateless2/exp/epoch-28.pt', 'pruned_transducer_stateless2/exp/epoch-29.pt']
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2022-05-17 10:06:59,064 INFO [decode.py:521] Number of model parameters: 85713735
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2022-05-17 10:06:59,066 INFO [asr_datamodule.py:340] About to create dev dataset
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2022-05-17 10:07:01,364 INFO [asr_datamodule.py:361] About to create dev dataloader
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2022-05-17 10:07:12,577 INFO [decode.py:392] batch 0/?, cuts processed until now is 173
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2022-05-17 10:11:19,077 INFO [decode.py:392] batch 50/?, cuts processed until now is 9785
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2022-05-17 10:15:26,323 INFO [decode.py:392] batch 100/?, cuts processed until now is 19629
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2022-05-17 10:17:09,780 INFO [decode.py:409] The transcripts are stored in pruned_transducer_stateless2/exp/modified_beam_search/recogs-dev-beam_size_4-epoch-29-avg-19-beam-4.txt
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2022-05-17 10:17:10,082 INFO [utils.py:406] [dev-beam_size_4] %WER 5.27% [12364 / 234524, 1248 ins, 1302 del, 9814 sub ]
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2022-05-17 10:17:10,838 INFO [decode.py:422] Wrote detailed error stats to pruned_transducer_stateless2/exp/modified_beam_search/errs-dev-beam_size_4-epoch-29-avg-19-beam-4.txt
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2022-05-17 10:17:10,838 INFO [decode.py:439]
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For dev, WER of different settings are:
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beam_size_4 5.27 best for dev
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2022-05-17 10:17:19,775 INFO [decode.py:392] batch 0/?, cuts processed until now is 173
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2022-05-17 10:21:31,805 INFO [decode.py:392] batch 50/?, cuts processed until now is 9827
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2022-05-17 10:25:41,999 INFO [decode.py:392] batch 100/?, cuts processed until now is 19296
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2022-05-17 10:29:54,399 INFO [decode.py:392] batch 150/?, cuts processed until now is 28710
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2022-05-17 10:34:04,324 INFO [decode.py:392] batch 200/?, cuts processed until now is 39188
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2022-05-17 10:37:25,134 INFO [decode.py:392] batch 250/?, cuts processed until now is 48043
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2022-05-17 10:37:29,758 INFO [decode.py:409] The transcripts are stored in pruned_transducer_stateless2/exp/modified_beam_search/recogs-test-beam_size_4-epoch-29-avg-19-beam-4.txt
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2022-05-17 10:37:30,441 INFO [utils.py:406] [test-beam_size_4] %WER 6.33% [29664 / 468933, 2755 ins, 2837 del, 24072 sub ]
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2022-05-17 10:37:31,925 INFO [decode.py:422] Wrote detailed error stats to pruned_transducer_stateless2/exp/modified_beam_search/errs-test-beam_size_4-epoch-29-avg-19-beam-4.txt
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2022-05-17 10:37:31,926 INFO [decode.py:439]
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For test, WER of different settings are:
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beam_size_4 6.33 best for test
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2022-05-17 10:37:31,926 INFO [decode.py:596] Done!
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log/modified_beam_search/{recogs-DEV-beam_size_4-epoch-29-avg-19-beam-4.txt → recogs-dev-beam_size_4-epoch-29-avg-19-beam-4.txt}
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log/modified_beam_search/{recogs-TEST-beam_size_4-epoch-29-avg-19-beam-4.txt → recogs-test-beam_size_4-epoch-29-avg-19-beam-4.txt}
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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version https://git-lfs.github.com/spec/v1
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oid sha256:42558406bce2e31d9c2cd0309d607fc0fbd3406585cb4c34f483b266c268c77d
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size 7031470
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log/modified_beam_search/{wer-summary-DEV-beam_size_4-epoch-29-avg-19-beam-4.txt → wer-summary-dev-beam_size_4-epoch-29-avg-19-beam-4.txt}
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settings WER
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beam_size_4 5.
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settings WER
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beam_size_4 5.27
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log/modified_beam_search/{wer-summary-TEST-beam_size_4-epoch-29-avg-19-beam-4.txt → wer-summary-test-beam_size_4-epoch-29-avg-19-beam-4.txt}
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settings WER
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beam_size_4 6.
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settings WER
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beam_size_4 6.33
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