| 2021-11-09 17:38:28,224 INFO [decode.py:540] Decoding started | |
| 2021-11-09 17:38:28,224 INFO [decode.py:541] {'lm_dir': PosixPath('data/lm'), 'subsampling_factor': 4, 'vgg_frontend': False, 'use_feat_batchnorm': True, 'feature_dim': 80, 'nhead': 8, 'attention_dim': 512, 'num_decoder_layers': 6, 'search_beam': 20, 'output_beam': 8, 'min_active_states': 30, 'max_active_states': 10000, 'use_double_scores': True, 'env_info': {'k2-version': '1.9', 'k2-build-type': 'Release', 'k2-with-cuda': True, 'k2-git-sha1': '7178d67e594bc7fa89c2b331ad7bd1c62a6a9eb4', 'k2-git-date': 'Tue Oct 26 22:12:54 2021', 'lhotse-version': '0.11.0.dev+missing.version.file', 'torch-cuda-available': True, 'torch-cuda-version': '10.1', 'python-version': '3.8', 'icefall-git-branch': 'master', 'icefall-git-sha1': '42b437b-dirty', 'icefall-git-date': 'Fri Oct 29 13:46:41 2021', 'icefall-path': '/ceph-fj/fangjun/open-source-2/icefall-bpe-500', 'k2-path': '/ceph-fj/fangjun/open-source-2/k2-bpe-500/k2/python/k2/__init__.py', 'lhotse-path': '/ceph-fj/fangjun/open-source-2/lhotse-bpe-500/lhotse/__init__.py'}, 'epoch': 77, 'avg': 55, 'method': 'attention-decoder', 'num_paths': 1000, 'nbest_scale': 0.5, 'export': False, 'exp_dir': PosixPath('conformer_ctc/exp_500_att0.8'), 'lang_dir': PosixPath('data/lang_bpe_500'), 'full_libri': True, 'feature_dir': PosixPath('data/fbank'), 'max_duration': 30, '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} | |
| 2021-11-09 17:38:28,593 INFO [lexicon.py:176] Loading pre-compiled data/lang_bpe_500/Linv.pt | |
| 2021-11-09 17:38:28,643 INFO [decode.py:551] device: cuda:0 | |
| 2021-11-09 17:38:35,618 INFO [decode.py:606] Loading pre-compiled G_4_gram.pt | |
| 2021-11-09 17:38:49,084 INFO [decode.py:642] averaging ['conformer_ctc/exp_500_att0.8/epoch-23.pt', 'conformer_ctc/exp_500_att0.8/epoch-24.pt', 'conformer_ctc/exp_500_att0.8/epoch-25.pt', 'conformer_ctc/exp_500_att0.8/epoch-26.pt', 'conformer_ctc/exp_500_att0.8/epoch-27.pt', 'conformer_ctc/exp_500_att0.8/epoch-28.pt', 'conformer_ctc/exp_500_att0.8/epoch-29.pt', 'conformer_ctc/exp_500_att0.8/epoch-30.pt', 'conformer_ctc/exp_500_att0.8/epoch-31.pt', 'conformer_ctc/exp_500_att0.8/epoch-32.pt', 'conformer_ctc/exp_500_att0.8/epoch-33.pt', 'conformer_ctc/exp_500_att0.8/epoch-34.pt', 'conformer_ctc/exp_500_att0.8/epoch-35.pt', 'conformer_ctc/exp_500_att0.8/epoch-36.pt', 'conformer_ctc/exp_500_att0.8/epoch-37.pt', 'conformer_ctc/exp_500_att0.8/epoch-38.pt', 'conformer_ctc/exp_500_att0.8/epoch-39.pt', 'conformer_ctc/exp_500_att0.8/epoch-40.pt', 'conformer_ctc/exp_500_att0.8/epoch-41.pt', 'conformer_ctc/exp_500_att0.8/epoch-42.pt', 'conformer_ctc/exp_500_att0.8/epoch-43.pt', 'conformer_ctc/exp_500_att0.8/epoch-44.pt', 'conformer_ctc/exp_500_att0.8/epoch-45.pt', 'conformer_ctc/exp_500_att0.8/epoch-46.pt', 'conformer_ctc/exp_500_att0.8/epoch-47.pt', 'conformer_ctc/exp_500_att0.8/epoch-48.pt', 'conformer_ctc/exp_500_att0.8/epoch-49.pt', 'conformer_ctc/exp_500_att0.8/epoch-50.pt', 'conformer_ctc/exp_500_att0.8/epoch-51.pt', 'conformer_ctc/exp_500_att0.8/epoch-52.pt', 'conformer_ctc/exp_500_att0.8/epoch-53.pt', 'conformer_ctc/exp_500_att0.8/epoch-54.pt', 'conformer_ctc/exp_500_att0.8/epoch-55.pt', 'conformer_ctc/exp_500_att0.8/epoch-56.pt', 'conformer_ctc/exp_500_att0.8/epoch-57.pt', 'conformer_ctc/exp_500_att0.8/epoch-58.pt', 'conformer_ctc/exp_500_att0.8/epoch-59.pt', 'conformer_ctc/exp_500_att0.8/epoch-60.pt', 'conformer_ctc/exp_500_att0.8/epoch-61.pt', 'conformer_ctc/exp_500_att0.8/epoch-62.pt', 'conformer_ctc/exp_500_att0.8/epoch-63.pt', 'conformer_ctc/exp_500_att0.8/epoch-64.pt', 'conformer_ctc/exp_500_att0.8/epoch-65.pt', 'conformer_ctc/exp_500_att0.8/epoch-66.pt', 'conformer_ctc/exp_500_att0.8/epoch-67.pt', 'conformer_ctc/exp_500_att0.8/epoch-68.pt', 'conformer_ctc/exp_500_att0.8/epoch-69.pt', 'conformer_ctc/exp_500_att0.8/epoch-70.pt', 'conformer_ctc/exp_500_att0.8/epoch-71.pt', 'conformer_ctc/exp_500_att0.8/epoch-72.pt', 'conformer_ctc/exp_500_att0.8/epoch-73.pt', 'conformer_ctc/exp_500_att0.8/epoch-74.pt', 'conformer_ctc/exp_500_att0.8/epoch-75.pt', 'conformer_ctc/exp_500_att0.8/epoch-76.pt', 'conformer_ctc/exp_500_att0.8/epoch-77.pt'] | |
| 2021-11-09 17:39:41,544 INFO [decode.py:656] Number of model parameters: 109226120 | |
| 2021-11-09 17:39:42,948 INFO [decode.py:476] batch 0/?, cuts processed until now is 6 | |
| 2021-11-09 17:41:18,029 INFO [decode.py:476] batch 100/?, cuts processed until now is 398 | |
| 2021-11-09 17:42:46,219 INFO [decode.py:476] batch 200/?, cuts processed until now is 792 | |
| 2021-11-09 17:44:11,780 INFO [decode.py:476] batch 300/?, cuts processed until now is 1160 | |
| 2021-11-09 17:45:35,022 INFO [decode.py:476] batch 400/?, cuts processed until now is 1574 | |
| 2021-11-09 17:47:01,868 INFO [decode.py:476] batch 500/?, cuts processed until now is 1965 | |
| 2021-11-09 17:48:28,097 INFO [decode.py:476] batch 600/?, cuts processed until now is 2308 | |
| 2021-11-09 17:50:02,831 INFO [decode.py:476] batch 700/?, cuts processed until now is 2498 | |
| 2021-11-09 17:51:46,607 INFO [decode.py:476] batch 800/?, cuts processed until now is 2614 | |
| 2021-11-09 17:55:15,052 INFO [decode.py:525] | |
| For test-clean, WER of different settings are: | |
| ngram_lm_scale_1.5_attention_scale_1.3 2.42 best for test-clean | |
| ngram_lm_scale_1.5_attention_scale_1.5 2.42 | |
| ngram_lm_scale_1.7_attention_scale_1.7 2.42 | |
| ngram_lm_scale_1.9_attention_scale_1.9 2.42 | |
| ngram_lm_scale_1.9_attention_scale_2.0 2.42 | |
| ngram_lm_scale_2.0_attention_scale_2.0 2.42 | |
| ngram_lm_scale_2.0_attention_scale_2.1 2.42 | |
| ngram_lm_scale_1.2_attention_scale_0.9 2.43 | |
| ngram_lm_scale_1.3_attention_scale_1.0 2.43 | |
| ngram_lm_scale_1.3_attention_scale_1.1 2.43 | |
| ngram_lm_scale_1.3_attention_scale_1.2 2.43 | |
| ngram_lm_scale_1.5_attention_scale_0.9 2.43 | |
| ngram_lm_scale_1.5_attention_scale_1.0 2.43 | |
| ngram_lm_scale_1.5_attention_scale_1.1 2.43 | |
| ngram_lm_scale_1.5_attention_scale_1.2 2.43 | |
| ngram_lm_scale_1.7_attention_scale_1.3 2.43 | |
| ngram_lm_scale_1.7_attention_scale_1.5 2.43 | |
| ngram_lm_scale_1.7_attention_scale_1.9 2.43 | |
| ngram_lm_scale_1.7_attention_scale_2.0 2.43 | |
| ngram_lm_scale_1.9_attention_scale_2.1 2.43 | |
| ngram_lm_scale_1.9_attention_scale_2.2 2.43 | |
| ngram_lm_scale_1.9_attention_scale_2.3 2.43 | |
| ngram_lm_scale_2.0_attention_scale_2.2 2.43 | |
| ngram_lm_scale_2.0_attention_scale_2.3 2.43 | |
| ngram_lm_scale_2.1_attention_scale_2.1 2.43 | |
| ngram_lm_scale_2.1_attention_scale_2.2 2.43 | |
| ngram_lm_scale_2.1_attention_scale_2.3 2.43 | |
| ngram_lm_scale_2.1_attention_scale_2.5 2.43 | |
| ngram_lm_scale_2.2_attention_scale_2.3 2.43 | |
| ngram_lm_scale_2.2_attention_scale_2.5 2.43 | |
| ngram_lm_scale_1.0_attention_scale_0.6 2.44 | |
| ngram_lm_scale_1.0_attention_scale_0.7 2.44 | |
| ngram_lm_scale_1.1_attention_scale_0.7 2.44 | |
| ngram_lm_scale_1.1_attention_scale_1.1 2.44 | |
| ngram_lm_scale_1.2_attention_scale_0.6 2.44 | |
| ngram_lm_scale_1.2_attention_scale_0.7 2.44 | |
| ngram_lm_scale_1.2_attention_scale_1.0 2.44 | |
| ngram_lm_scale_1.2_attention_scale_1.1 2.44 | |
| ngram_lm_scale_1.2_attention_scale_1.2 2.44 | |
| ngram_lm_scale_1.2_attention_scale_1.3 2.44 | |
| ngram_lm_scale_1.3_attention_scale_0.7 2.44 | |
| ngram_lm_scale_1.3_attention_scale_0.9 2.44 | |
| ngram_lm_scale_1.3_attention_scale_1.3 2.44 | |
| ngram_lm_scale_1.5_attention_scale_1.7 2.44 | |
| ngram_lm_scale_1.7_attention_scale_1.1 2.44 | |
| ngram_lm_scale_1.7_attention_scale_1.2 2.44 | |
| ngram_lm_scale_1.7_attention_scale_2.1 2.44 | |
| ngram_lm_scale_1.9_attention_scale_1.5 2.44 | |
| ngram_lm_scale_1.9_attention_scale_1.7 2.44 | |
| ngram_lm_scale_2.0_attention_scale_1.9 2.44 | |
| ngram_lm_scale_2.0_attention_scale_2.5 2.44 | |
| ngram_lm_scale_2.1_attention_scale_1.9 2.44 | |
| ngram_lm_scale_2.1_attention_scale_2.0 2.44 | |
| ngram_lm_scale_2.2_attention_scale_2.0 2.44 | |
| ngram_lm_scale_2.2_attention_scale_2.1 2.44 | |
| ngram_lm_scale_2.2_attention_scale_2.2 2.44 | |
| ngram_lm_scale_2.3_attention_scale_2.1 2.44 | |
| ngram_lm_scale_2.3_attention_scale_2.2 2.44 | |
| ngram_lm_scale_2.3_attention_scale_2.3 2.44 | |
| ngram_lm_scale_2.3_attention_scale_2.5 2.44 | |
| ngram_lm_scale_2.5_attention_scale_2.3 2.44 | |
| ngram_lm_scale_2.5_attention_scale_2.5 2.44 | |
| ngram_lm_scale_2.5_attention_scale_3.0 2.44 | |
| ngram_lm_scale_1.1_attention_scale_0.9 2.45 | |
| ngram_lm_scale_1.1_attention_scale_1.2 2.45 | |
| ngram_lm_scale_1.1_attention_scale_1.3 2.45 | |
| ngram_lm_scale_1.3_attention_scale_1.5 2.45 | |
| ngram_lm_scale_1.7_attention_scale_1.0 2.45 | |
| ngram_lm_scale_1.9_attention_scale_1.3 2.45 | |
| ngram_lm_scale_2.0_attention_scale_1.5 2.45 | |
| ngram_lm_scale_2.0_attention_scale_1.7 2.45 | |
| ngram_lm_scale_2.1_attention_scale_1.7 2.45 | |
| ngram_lm_scale_2.2_attention_scale_1.9 2.45 | |
| ngram_lm_scale_2.3_attention_scale_1.9 2.45 | |
| ngram_lm_scale_2.3_attention_scale_2.0 2.45 | |
| ngram_lm_scale_2.5_attention_scale_2.2 2.45 | |
| ngram_lm_scale_0.9_attention_scale_0.5 2.46 | |
| ngram_lm_scale_0.9_attention_scale_0.6 2.46 | |
| ngram_lm_scale_0.9_attention_scale_0.7 2.46 | |
| ngram_lm_scale_1.0_attention_scale_0.5 2.46 | |
| ngram_lm_scale_1.0_attention_scale_0.9 2.46 | |
| ngram_lm_scale_1.1_attention_scale_0.5 2.46 | |
| ngram_lm_scale_1.1_attention_scale_0.6 2.46 | |
| ngram_lm_scale_1.1_attention_scale_1.0 2.46 | |
| ngram_lm_scale_1.2_attention_scale_0.5 2.46 | |
| ngram_lm_scale_1.2_attention_scale_1.5 2.46 | |
| ngram_lm_scale_1.3_attention_scale_0.6 2.46 | |
| ngram_lm_scale_1.5_attention_scale_1.9 2.46 | |
| ngram_lm_scale_1.5_attention_scale_2.0 2.46 | |
| ngram_lm_scale_1.5_attention_scale_2.1 2.46 | |
| ngram_lm_scale_1.7_attention_scale_2.2 2.46 | |
| ngram_lm_scale_1.9_attention_scale_2.5 2.46 | |
| ngram_lm_scale_2.1_attention_scale_1.5 2.46 | |
| ngram_lm_scale_2.2_attention_scale_3.0 2.46 | |
| ngram_lm_scale_2.3_attention_scale_3.0 2.46 | |
| ngram_lm_scale_3.0_attention_scale_3.0 2.46 | |
| ngram_lm_scale_0.9_attention_scale_0.9 2.47 | |
| ngram_lm_scale_1.0_attention_scale_1.0 2.47 | |
| ngram_lm_scale_1.0_attention_scale_1.1 2.47 | |
| ngram_lm_scale_1.0_attention_scale_1.2 2.47 | |
| ngram_lm_scale_1.2_attention_scale_1.7 2.47 | |
| ngram_lm_scale_1.3_attention_scale_1.7 2.47 | |
| ngram_lm_scale_1.3_attention_scale_1.9 2.47 | |
| ngram_lm_scale_1.3_attention_scale_2.0 2.47 | |
| ngram_lm_scale_1.3_attention_scale_2.3 2.47 | |
| ngram_lm_scale_1.5_attention_scale_2.2 2.47 | |
| ngram_lm_scale_1.5_attention_scale_2.3 2.47 | |
| ngram_lm_scale_1.5_attention_scale_3.0 2.47 | |
| ngram_lm_scale_1.7_attention_scale_0.9 2.47 | |
| ngram_lm_scale_1.7_attention_scale_2.3 2.47 | |
| ngram_lm_scale_1.7_attention_scale_2.5 2.47 | |
| ngram_lm_scale_1.7_attention_scale_3.0 2.47 | |
| ngram_lm_scale_1.9_attention_scale_1.2 2.47 | |
| ngram_lm_scale_1.9_attention_scale_3.0 2.47 | |
| ngram_lm_scale_1.9_attention_scale_4.0 2.47 | |
| ngram_lm_scale_2.0_attention_scale_3.0 2.47 | |
| ngram_lm_scale_2.0_attention_scale_4.0 2.47 | |
| ngram_lm_scale_2.1_attention_scale_3.0 2.47 | |
| ngram_lm_scale_2.1_attention_scale_4.0 2.47 | |
| ngram_lm_scale_2.2_attention_scale_1.7 2.47 | |
| ngram_lm_scale_2.2_attention_scale_4.0 2.47 | |
| ngram_lm_scale_2.3_attention_scale_4.0 2.47 | |
| ngram_lm_scale_2.5_attention_scale_2.1 2.47 | |
| ngram_lm_scale_2.5_attention_scale_5.0 2.47 | |
| ngram_lm_scale_3.0_attention_scale_4.0 2.47 | |
| ngram_lm_scale_3.0_attention_scale_5.0 2.47 | |
| ngram_lm_scale_4.0_attention_scale_5.0 2.47 | |
| ngram_lm_scale_0.9_attention_scale_1.0 2.48 | |
| ngram_lm_scale_0.9_attention_scale_1.1 2.48 | |
| ngram_lm_scale_1.0_attention_scale_1.3 2.48 | |
| ngram_lm_scale_1.1_attention_scale_2.1 2.48 | |
| ngram_lm_scale_1.1_attention_scale_2.2 2.48 | |
| ngram_lm_scale_1.1_attention_scale_2.3 2.48 | |
| ngram_lm_scale_1.2_attention_scale_1.9 2.48 | |
| ngram_lm_scale_1.2_attention_scale_2.0 2.48 | |
| ngram_lm_scale_1.2_attention_scale_2.1 2.48 | |
| ngram_lm_scale_1.2_attention_scale_2.5 2.48 | |
| ngram_lm_scale_1.3_attention_scale_0.5 2.48 | |
| ngram_lm_scale_1.3_attention_scale_2.1 2.48 | |
| ngram_lm_scale_1.3_attention_scale_2.2 2.48 | |
| ngram_lm_scale_1.3_attention_scale_2.5 2.48 | |
| ngram_lm_scale_1.5_attention_scale_0.7 2.48 | |
| ngram_lm_scale_1.5_attention_scale_2.5 2.48 | |
| ngram_lm_scale_1.7_attention_scale_4.0 2.48 | |
| ngram_lm_scale_2.0_attention_scale_1.3 2.48 | |
| ngram_lm_scale_2.1_attention_scale_5.0 2.48 | |
| ngram_lm_scale_2.2_attention_scale_5.0 2.48 | |
| ngram_lm_scale_2.3_attention_scale_5.0 2.48 | |
| ngram_lm_scale_2.5_attention_scale_2.0 2.48 | |
| ngram_lm_scale_2.5_attention_scale_4.0 2.48 | |
| ngram_lm_scale_0.7_attention_scale_0.3 2.49 | |
| ngram_lm_scale_0.9_attention_scale_0.3 2.49 | |
| ngram_lm_scale_0.9_attention_scale_1.2 2.49 | |
| ngram_lm_scale_0.9_attention_scale_1.7 2.49 | |
| ngram_lm_scale_1.0_attention_scale_0.3 2.49 | |
| ngram_lm_scale_1.0_attention_scale_1.5 2.49 | |
| ngram_lm_scale_1.0_attention_scale_1.7 2.49 | |
| ngram_lm_scale_1.0_attention_scale_1.9 2.49 | |
| ngram_lm_scale_1.0_attention_scale_2.0 2.49 | |
| ngram_lm_scale_1.0_attention_scale_2.1 2.49 | |
| ngram_lm_scale_1.0_attention_scale_2.2 2.49 | |
| ngram_lm_scale_1.1_attention_scale_0.3 2.49 | |
| ngram_lm_scale_1.1_attention_scale_1.5 2.49 | |
| ngram_lm_scale_1.1_attention_scale_1.7 2.49 | |
| ngram_lm_scale_1.1_attention_scale_1.9 2.49 | |
| ngram_lm_scale_1.1_attention_scale_2.0 2.49 | |
| ngram_lm_scale_1.1_attention_scale_2.5 2.49 | |
| ngram_lm_scale_1.2_attention_scale_2.2 2.49 | |
| ngram_lm_scale_1.2_attention_scale_2.3 2.49 | |
| ngram_lm_scale_1.3_attention_scale_3.0 2.49 | |
| ngram_lm_scale_1.9_attention_scale_1.1 2.49 | |
| ngram_lm_scale_2.0_attention_scale_5.0 2.49 | |
| ngram_lm_scale_2.3_attention_scale_1.7 2.49 | |
| ngram_lm_scale_0.7_attention_scale_0.5 2.5 | |
| ngram_lm_scale_0.7_attention_scale_0.6 2.5 | |
| ngram_lm_scale_0.7_attention_scale_0.7 2.5 | |
| ngram_lm_scale_0.9_attention_scale_1.3 2.5 | |
| ngram_lm_scale_0.9_attention_scale_1.5 2.5 | |
| ngram_lm_scale_0.9_attention_scale_1.9 2.5 | |
| ngram_lm_scale_1.0_attention_scale_2.3 2.5 | |
| ngram_lm_scale_1.2_attention_scale_3.0 2.5 | |
| ngram_lm_scale_1.5_attention_scale_0.6 2.5 | |
| ngram_lm_scale_1.5_attention_scale_4.0 2.5 | |
| ngram_lm_scale_1.9_attention_scale_5.0 2.5 | |
| ngram_lm_scale_2.2_attention_scale_1.5 2.5 | |
| ngram_lm_scale_0.6_attention_scale_0.3 2.51 | |
| ngram_lm_scale_0.6_attention_scale_0.6 2.51 | |
| ngram_lm_scale_0.6_attention_scale_0.7 2.51 | |
| ngram_lm_scale_0.7_attention_scale_0.9 2.51 | |
| ngram_lm_scale_0.7_attention_scale_1.0 2.51 | |
| ngram_lm_scale_0.7_attention_scale_1.1 2.51 | |
| ngram_lm_scale_0.9_attention_scale_2.0 2.51 | |
| ngram_lm_scale_1.0_attention_scale_2.5 2.51 | |
| ngram_lm_scale_1.2_attention_scale_0.3 2.51 | |
| ngram_lm_scale_1.7_attention_scale_5.0 2.51 | |
| ngram_lm_scale_2.0_attention_scale_1.2 2.51 | |
| ngram_lm_scale_2.1_attention_scale_1.3 2.51 | |
| ngram_lm_scale_2.5_attention_scale_1.9 2.51 | |
| ngram_lm_scale_4.0_attention_scale_4.0 2.51 | |
| ngram_lm_scale_0.6_attention_scale_0.5 2.52 | |
| ngram_lm_scale_0.6_attention_scale_0.9 2.52 | |
| ngram_lm_scale_0.6_attention_scale_1.0 2.52 | |
| ngram_lm_scale_0.7_attention_scale_1.2 2.52 | |
| ngram_lm_scale_0.7_attention_scale_1.3 2.52 | |
| ngram_lm_scale_0.9_attention_scale_0.08 2.52 | |
| ngram_lm_scale_0.9_attention_scale_2.1 2.52 | |
| ngram_lm_scale_1.1_attention_scale_3.0 2.52 | |
| ngram_lm_scale_1.3_attention_scale_4.0 2.52 | |
| ngram_lm_scale_1.5_attention_scale_0.5 2.52 | |
| ngram_lm_scale_1.5_attention_scale_5.0 2.52 | |
| ngram_lm_scale_0.6_attention_scale_1.1 2.53 | |
| ngram_lm_scale_0.7_attention_scale_0.08 2.53 | |
| ngram_lm_scale_0.7_attention_scale_0.1 2.53 | |
| ngram_lm_scale_0.7_attention_scale_1.5 2.53 | |
| ngram_lm_scale_0.9_attention_scale_0.1 2.53 | |
| ngram_lm_scale_0.9_attention_scale_2.2 2.53 | |
| ngram_lm_scale_0.9_attention_scale_2.3 2.53 | |
| ngram_lm_scale_1.0_attention_scale_3.0 2.53 | |
| ngram_lm_scale_1.2_attention_scale_4.0 2.53 | |
| ngram_lm_scale_1.9_attention_scale_1.0 2.53 | |
| ngram_lm_scale_2.3_attention_scale_1.5 2.53 | |
| ngram_lm_scale_3.0_attention_scale_2.5 2.53 | |
| ngram_lm_scale_0.5_attention_scale_0.3 2.54 | |
| ngram_lm_scale_0.5_attention_scale_0.5 2.54 | |
| ngram_lm_scale_0.5_attention_scale_0.6 2.54 | |
| ngram_lm_scale_0.5_attention_scale_0.7 2.54 | |
| ngram_lm_scale_0.6_attention_scale_0.1 2.54 | |
| ngram_lm_scale_0.6_attention_scale_1.2 2.54 | |
| ngram_lm_scale_0.6_attention_scale_1.3 2.54 | |
| ngram_lm_scale_0.7_attention_scale_0.05 2.54 | |
| ngram_lm_scale_0.7_attention_scale_1.7 2.54 | |
| ngram_lm_scale_0.7_attention_scale_1.9 2.54 | |
| ngram_lm_scale_0.7_attention_scale_2.0 2.54 | |
| ngram_lm_scale_0.7_attention_scale_2.1 2.54 | |
| ngram_lm_scale_0.9_attention_scale_2.5 2.54 | |
| ngram_lm_scale_0.9_attention_scale_3.0 2.54 | |
| ngram_lm_scale_1.0_attention_scale_0.08 2.54 | |
| ngram_lm_scale_1.0_attention_scale_0.1 2.54 | |
| ngram_lm_scale_1.3_attention_scale_0.3 2.54 | |
| ngram_lm_scale_1.3_attention_scale_5.0 2.54 | |
| ngram_lm_scale_2.0_attention_scale_1.1 2.54 | |
| ngram_lm_scale_2.2_attention_scale_1.3 2.54 | |
| ngram_lm_scale_2.5_attention_scale_1.7 2.54 | |
| ngram_lm_scale_5.0_attention_scale_5.0 2.54 | |
| ngram_lm_scale_0.5_attention_scale_0.05 2.55 | |
| ngram_lm_scale_0.5_attention_scale_0.08 2.55 | |
| ngram_lm_scale_0.5_attention_scale_0.1 2.55 | |
| ngram_lm_scale_0.5_attention_scale_0.9 2.55 | |
| ngram_lm_scale_0.6_attention_scale_0.08 2.55 | |
| ngram_lm_scale_0.6_attention_scale_1.5 2.55 | |
| ngram_lm_scale_0.6_attention_scale_1.7 2.55 | |
| ngram_lm_scale_0.6_attention_scale_2.0 2.55 | |
| ngram_lm_scale_0.7_attention_scale_2.2 2.55 | |
| ngram_lm_scale_0.7_attention_scale_2.3 2.55 | |
| ngram_lm_scale_0.7_attention_scale_2.5 2.55 | |
| ngram_lm_scale_0.9_attention_scale_0.05 2.55 | |
| ngram_lm_scale_1.0_attention_scale_0.05 2.55 | |
| ngram_lm_scale_1.1_attention_scale_4.0 2.55 | |
| ngram_lm_scale_1.2_attention_scale_5.0 2.55 | |
| ngram_lm_scale_2.1_attention_scale_1.2 2.55 | |
| ngram_lm_scale_3.0_attention_scale_2.3 2.55 | |
| ngram_lm_scale_0.5_attention_scale_1.0 2.56 | |
| ngram_lm_scale_0.5_attention_scale_1.1 2.56 | |
| ngram_lm_scale_0.5_attention_scale_1.3 2.56 | |
| ngram_lm_scale_0.6_attention_scale_0.01 2.56 | |
| ngram_lm_scale_0.6_attention_scale_0.05 2.56 | |
| ngram_lm_scale_0.6_attention_scale_1.9 2.56 | |
| ngram_lm_scale_0.6_attention_scale_2.1 2.56 | |
| ngram_lm_scale_0.6_attention_scale_2.2 2.56 | |
| ngram_lm_scale_0.7_attention_scale_0.01 2.56 | |
| ngram_lm_scale_0.9_attention_scale_0.01 2.56 | |
| ngram_lm_scale_0.9_attention_scale_4.0 2.56 | |
| ngram_lm_scale_1.0_attention_scale_0.01 2.56 | |
| ngram_lm_scale_1.0_attention_scale_4.0 2.56 | |
| ngram_lm_scale_1.1_attention_scale_0.08 2.56 | |
| ngram_lm_scale_1.1_attention_scale_0.1 2.56 | |
| ngram_lm_scale_1.1_attention_scale_5.0 2.56 | |
| ngram_lm_scale_1.7_attention_scale_0.7 2.56 | |
| ngram_lm_scale_0.5_attention_scale_0.01 2.57 | |
| ngram_lm_scale_0.5_attention_scale_1.2 2.57 | |
| ngram_lm_scale_0.6_attention_scale_2.3 2.57 | |
| ngram_lm_scale_2.1_attention_scale_1.1 2.57 | |
| ngram_lm_scale_2.2_attention_scale_1.2 2.57 | |
| ngram_lm_scale_2.3_attention_scale_1.3 2.57 | |
| ngram_lm_scale_2.5_attention_scale_1.5 2.57 | |
| ngram_lm_scale_3.0_attention_scale_2.2 2.57 | |
| ngram_lm_scale_0.5_attention_scale_1.5 2.58 | |
| ngram_lm_scale_0.5_attention_scale_1.7 2.58 | |
| ngram_lm_scale_0.5_attention_scale_1.9 2.58 | |
| ngram_lm_scale_0.5_attention_scale_2.0 2.58 | |
| ngram_lm_scale_0.6_attention_scale_2.5 2.58 | |
| ngram_lm_scale_0.7_attention_scale_3.0 2.58 | |
| ngram_lm_scale_0.7_attention_scale_5.0 2.58 | |
| ngram_lm_scale_0.9_attention_scale_5.0 2.58 | |
| ngram_lm_scale_1.0_attention_scale_5.0 2.58 | |
| ngram_lm_scale_1.1_attention_scale_0.05 2.58 | |
| ngram_lm_scale_1.9_attention_scale_0.9 2.58 | |
| ngram_lm_scale_2.0_attention_scale_1.0 2.58 | |
| ngram_lm_scale_0.3_attention_scale_0.9 2.59 | |
| ngram_lm_scale_0.3_attention_scale_1.0 2.59 | |
| ngram_lm_scale_0.5_attention_scale_2.1 2.59 | |
| ngram_lm_scale_0.5_attention_scale_2.2 2.59 | |
| ngram_lm_scale_0.6_attention_scale_3.0 2.59 | |
| ngram_lm_scale_0.6_attention_scale_4.0 2.59 | |
| ngram_lm_scale_0.6_attention_scale_5.0 2.59 | |
| ngram_lm_scale_0.7_attention_scale_4.0 2.59 | |
| ngram_lm_scale_1.1_attention_scale_0.01 2.59 | |
| ngram_lm_scale_1.2_attention_scale_0.1 2.59 | |
| ngram_lm_scale_3.0_attention_scale_2.1 2.59 | |
| ngram_lm_scale_0.3_attention_scale_0.7 2.6 | |
| ngram_lm_scale_0.3_attention_scale_1.1 2.6 | |
| ngram_lm_scale_0.3_attention_scale_1.2 2.6 | |
| ngram_lm_scale_0.3_attention_scale_1.3 2.6 | |
| ngram_lm_scale_0.3_attention_scale_2.5 2.6 | |
| ngram_lm_scale_0.5_attention_scale_2.3 2.6 | |
| ngram_lm_scale_0.5_attention_scale_2.5 2.6 | |
| ngram_lm_scale_0.5_attention_scale_3.0 2.6 | |
| ngram_lm_scale_0.5_attention_scale_4.0 2.6 | |
| ngram_lm_scale_0.5_attention_scale_5.0 2.6 | |
| ngram_lm_scale_1.2_attention_scale_0.08 2.6 | |
| ngram_lm_scale_1.7_attention_scale_0.6 2.6 | |
| ngram_lm_scale_2.0_attention_scale_0.9 2.6 | |
| ngram_lm_scale_2.1_attention_scale_1.0 2.6 | |
| ngram_lm_scale_2.2_attention_scale_1.1 2.6 | |
| ngram_lm_scale_0.3_attention_scale_0.3 2.61 | |
| ngram_lm_scale_0.3_attention_scale_1.5 2.61 | |
| ngram_lm_scale_0.3_attention_scale_1.9 2.61 | |
| ngram_lm_scale_0.3_attention_scale_2.0 2.61 | |
| ngram_lm_scale_0.3_attention_scale_2.1 2.61 | |
| ngram_lm_scale_0.3_attention_scale_2.2 2.61 | |
| ngram_lm_scale_0.3_attention_scale_2.3 2.61 | |
| ngram_lm_scale_0.3_attention_scale_4.0 2.61 | |
| ngram_lm_scale_0.3_attention_scale_5.0 2.61 | |
| ngram_lm_scale_2.3_attention_scale_1.2 2.61 | |
| ngram_lm_scale_0.1_attention_scale_5.0 2.62 | |
| ngram_lm_scale_0.3_attention_scale_0.1 2.62 | |
| ngram_lm_scale_0.3_attention_scale_0.5 2.62 | |
| ngram_lm_scale_0.3_attention_scale_0.6 2.62 | |
| ngram_lm_scale_0.3_attention_scale_1.7 2.62 | |
| ngram_lm_scale_0.3_attention_scale_3.0 2.62 | |
| ngram_lm_scale_3.0_attention_scale_2.0 2.62 | |
| ngram_lm_scale_0.01_attention_scale_4.0 2.63 | |
| ngram_lm_scale_0.01_attention_scale_5.0 2.63 | |
| ngram_lm_scale_0.05_attention_scale_2.2 2.63 | |
| ngram_lm_scale_0.05_attention_scale_2.3 2.63 | |
| ngram_lm_scale_0.05_attention_scale_2.5 2.63 | |
| ngram_lm_scale_0.05_attention_scale_4.0 2.63 | |
| ngram_lm_scale_0.05_attention_scale_5.0 2.63 | |
| ngram_lm_scale_0.08_attention_scale_2.1 2.63 | |
| ngram_lm_scale_0.08_attention_scale_2.2 2.63 | |
| ngram_lm_scale_0.08_attention_scale_2.3 2.63 | |
| ngram_lm_scale_0.08_attention_scale_2.5 2.63 | |
| ngram_lm_scale_0.08_attention_scale_3.0 2.63 | |
| ngram_lm_scale_0.08_attention_scale_4.0 2.63 | |
| ngram_lm_scale_0.08_attention_scale_5.0 2.63 | |
| ngram_lm_scale_0.1_attention_scale_2.1 2.63 | |
| ngram_lm_scale_0.1_attention_scale_2.2 2.63 | |
| ngram_lm_scale_0.1_attention_scale_2.3 2.63 | |
| ngram_lm_scale_0.1_attention_scale_2.5 2.63 | |
| ngram_lm_scale_0.1_attention_scale_3.0 2.63 | |
| ngram_lm_scale_0.1_attention_scale_4.0 2.63 | |
| ngram_lm_scale_0.3_attention_scale_0.08 2.63 | |
| ngram_lm_scale_1.2_attention_scale_0.05 2.63 | |
| ngram_lm_scale_0.01_attention_scale_2.2 2.64 | |
| ngram_lm_scale_0.01_attention_scale_2.3 2.64 | |
| ngram_lm_scale_0.01_attention_scale_2.5 2.64 | |
| ngram_lm_scale_0.01_attention_scale_3.0 2.64 | |
| ngram_lm_scale_0.05_attention_scale_1.9 2.64 | |
| ngram_lm_scale_0.05_attention_scale_2.0 2.64 | |
| ngram_lm_scale_0.05_attention_scale_2.1 2.64 | |
| ngram_lm_scale_0.05_attention_scale_3.0 2.64 | |
| ngram_lm_scale_0.08_attention_scale_1.9 2.64 | |
| ngram_lm_scale_0.08_attention_scale_2.0 2.64 | |
| ngram_lm_scale_0.1_attention_scale_1.9 2.64 | |
| ngram_lm_scale_0.1_attention_scale_2.0 2.64 | |
| ngram_lm_scale_0.3_attention_scale_0.05 2.64 | |
| ngram_lm_scale_3.0_attention_scale_1.9 2.64 | |
| ngram_lm_scale_0.01_attention_scale_1.5 2.65 | |
| ngram_lm_scale_0.01_attention_scale_1.9 2.65 | |
| ngram_lm_scale_0.01_attention_scale_2.0 2.65 | |
| ngram_lm_scale_0.01_attention_scale_2.1 2.65 | |
| ngram_lm_scale_0.05_attention_scale_1.5 2.65 | |
| ngram_lm_scale_0.05_attention_scale_1.7 2.65 | |
| ngram_lm_scale_0.08_attention_scale_1.5 2.65 | |
| ngram_lm_scale_0.08_attention_scale_1.7 2.65 | |
| ngram_lm_scale_0.1_attention_scale_1.2 2.65 | |
| ngram_lm_scale_0.1_attention_scale_1.3 2.65 | |
| ngram_lm_scale_0.1_attention_scale_1.5 2.65 | |
| ngram_lm_scale_0.1_attention_scale_1.7 2.65 | |
| ngram_lm_scale_0.3_attention_scale_0.01 2.65 | |
| ngram_lm_scale_1.9_attention_scale_0.7 2.65 | |
| ngram_lm_scale_2.5_attention_scale_1.3 2.65 | |
| ngram_lm_scale_4.0_attention_scale_3.0 2.65 | |
| ngram_lm_scale_0.01_attention_scale_1.3 2.66 | |
| ngram_lm_scale_0.01_attention_scale_1.7 2.66 | |
| ngram_lm_scale_0.05_attention_scale_1.3 2.66 | |
| ngram_lm_scale_0.08_attention_scale_0.9 2.66 | |
| ngram_lm_scale_0.08_attention_scale_1.0 2.66 | |
| ngram_lm_scale_0.08_attention_scale_1.1 2.66 | |
| ngram_lm_scale_0.08_attention_scale_1.2 2.66 | |
| ngram_lm_scale_0.08_attention_scale_1.3 2.66 | |
| ngram_lm_scale_0.1_attention_scale_0.9 2.66 | |
| ngram_lm_scale_0.1_attention_scale_1.0 2.66 | |
| ngram_lm_scale_0.1_attention_scale_1.1 2.66 | |
| ngram_lm_scale_1.5_attention_scale_0.3 2.66 | |
| ngram_lm_scale_1.7_attention_scale_0.5 2.66 | |
| ngram_lm_scale_2.1_attention_scale_0.9 2.66 | |
| ngram_lm_scale_2.2_attention_scale_1.0 2.66 | |
| ngram_lm_scale_2.3_attention_scale_1.1 2.66 | |
| ngram_lm_scale_0.01_attention_scale_1.0 2.67 | |
| ngram_lm_scale_0.01_attention_scale_1.2 2.67 | |
| ngram_lm_scale_0.05_attention_scale_0.9 2.67 | |
| ngram_lm_scale_0.05_attention_scale_1.0 2.67 | |
| ngram_lm_scale_0.05_attention_scale_1.1 2.67 | |
| ngram_lm_scale_0.05_attention_scale_1.2 2.67 | |
| ngram_lm_scale_1.2_attention_scale_0.01 2.67 | |
| ngram_lm_scale_0.01_attention_scale_0.9 2.68 | |
| ngram_lm_scale_0.01_attention_scale_1.1 2.68 | |
| ngram_lm_scale_0.1_attention_scale_0.7 2.68 | |
| ngram_lm_scale_1.3_attention_scale_0.08 2.68 | |
| ngram_lm_scale_1.3_attention_scale_0.1 2.68 | |
| ngram_lm_scale_5.0_attention_scale_4.0 2.68 | |
| ngram_lm_scale_0.05_attention_scale_0.7 2.69 | |
| ngram_lm_scale_0.08_attention_scale_0.7 2.69 | |
| ngram_lm_scale_0.1_attention_scale_0.6 2.69 | |
| ngram_lm_scale_0.01_attention_scale_0.6 2.7 | |
| ngram_lm_scale_0.01_attention_scale_0.7 2.7 | |
| ngram_lm_scale_0.08_attention_scale_0.3 2.7 | |
| ngram_lm_scale_0.08_attention_scale_0.6 2.7 | |
| ngram_lm_scale_0.1_attention_scale_0.3 2.7 | |
| ngram_lm_scale_0.1_attention_scale_0.5 2.7 | |
| ngram_lm_scale_0.05_attention_scale_0.6 2.71 | |
| ngram_lm_scale_0.08_attention_scale_0.5 2.71 | |
| ngram_lm_scale_0.01_attention_scale_0.5 2.72 | |
| ngram_lm_scale_0.05_attention_scale_0.3 2.72 | |
| ngram_lm_scale_0.05_attention_scale_0.5 2.72 | |
| ngram_lm_scale_3.0_attention_scale_1.7 2.72 | |
| ngram_lm_scale_1.3_attention_scale_0.05 2.73 | |
| ngram_lm_scale_1.9_attention_scale_0.6 2.73 | |
| ngram_lm_scale_2.0_attention_scale_0.7 2.73 | |
| ngram_lm_scale_2.2_attention_scale_0.9 2.73 | |
| ngram_lm_scale_2.3_attention_scale_1.0 2.73 | |
| ngram_lm_scale_2.5_attention_scale_1.2 2.73 | |
| ngram_lm_scale_0.01_attention_scale_0.3 2.74 | |
| ngram_lm_scale_0.05_attention_scale_0.1 2.74 | |
| ngram_lm_scale_0.08_attention_scale_0.05 2.74 | |
| ngram_lm_scale_0.08_attention_scale_0.08 2.74 | |
| ngram_lm_scale_0.08_attention_scale_0.1 2.74 | |
| ngram_lm_scale_0.1_attention_scale_0.05 2.74 | |
| ngram_lm_scale_0.1_attention_scale_0.08 2.74 | |
| ngram_lm_scale_0.1_attention_scale_0.1 2.74 | |
| ngram_lm_scale_0.05_attention_scale_0.08 2.75 | |
| ngram_lm_scale_0.01_attention_scale_0.1 2.76 | |
| ngram_lm_scale_0.1_attention_scale_0.01 2.76 | |
| ngram_lm_scale_0.05_attention_scale_0.05 2.77 | |
| ngram_lm_scale_0.08_attention_scale_0.01 2.77 | |
| ngram_lm_scale_0.01_attention_scale_0.08 2.78 | |
| ngram_lm_scale_2.5_attention_scale_1.1 2.78 | |
| ngram_lm_scale_0.01_attention_scale_0.05 2.79 | |
| ngram_lm_scale_0.05_attention_scale_0.01 2.79 | |
| ngram_lm_scale_1.3_attention_scale_0.01 2.79 | |
| ngram_lm_scale_2.3_attention_scale_0.9 2.79 | |
| ngram_lm_scale_0.01_attention_scale_0.01 2.81 | |
| ngram_lm_scale_2.1_attention_scale_0.7 2.81 | |
| ngram_lm_scale_4.0_attention_scale_2.5 2.81 | |
| ngram_lm_scale_1.9_attention_scale_0.5 2.82 | |
| ngram_lm_scale_2.0_attention_scale_0.6 2.82 | |
| ngram_lm_scale_3.0_attention_scale_1.5 2.82 | |
| ngram_lm_scale_1.7_attention_scale_0.3 2.83 | |
| ngram_lm_scale_1.5_attention_scale_0.1 2.86 | |
| ngram_lm_scale_2.5_attention_scale_1.0 2.86 | |
| ngram_lm_scale_1.5_attention_scale_0.08 2.89 | |
| ngram_lm_scale_2.1_attention_scale_0.6 2.9 | |
| ngram_lm_scale_2.2_attention_scale_0.7 2.9 | |
| ngram_lm_scale_2.0_attention_scale_0.5 2.91 | |
| ngram_lm_scale_4.0_attention_scale_2.3 2.92 | |
| ngram_lm_scale_1.5_attention_scale_0.05 2.93 | |
| ngram_lm_scale_2.5_attention_scale_0.9 2.94 | |
| ngram_lm_scale_4.0_attention_scale_2.2 2.95 | |
| ngram_lm_scale_3.0_attention_scale_1.3 2.97 | |
| ngram_lm_scale_1.5_attention_scale_0.01 2.98 | |
| ngram_lm_scale_2.3_attention_scale_0.7 2.98 | |
| ngram_lm_scale_2.2_attention_scale_0.6 3.0 | |
| ngram_lm_scale_4.0_attention_scale_2.1 3.0 | |
| ngram_lm_scale_5.0_attention_scale_3.0 3.0 | |
| ngram_lm_scale_3.0_attention_scale_1.2 3.02 | |
| ngram_lm_scale_2.1_attention_scale_0.5 3.03 | |
| ngram_lm_scale_1.9_attention_scale_0.3 3.06 | |
| ngram_lm_scale_2.3_attention_scale_0.6 3.07 | |
| ngram_lm_scale_4.0_attention_scale_2.0 3.07 | |
| ngram_lm_scale_2.2_attention_scale_0.5 3.09 | |
| ngram_lm_scale_1.7_attention_scale_0.1 3.12 | |
| ngram_lm_scale_2.5_attention_scale_0.7 3.12 | |
| ngram_lm_scale_3.0_attention_scale_1.1 3.12 | |
| ngram_lm_scale_4.0_attention_scale_1.9 3.13 | |
| ngram_lm_scale_1.7_attention_scale_0.08 3.15 | |
| ngram_lm_scale_2.0_attention_scale_0.3 3.17 | |
| ngram_lm_scale_2.3_attention_scale_0.5 3.18 | |
| ngram_lm_scale_1.7_attention_scale_0.05 3.19 | |
| ngram_lm_scale_3.0_attention_scale_1.0 3.22 | |
| ngram_lm_scale_2.5_attention_scale_0.6 3.23 | |
| ngram_lm_scale_1.7_attention_scale_0.01 3.24 | |
| ngram_lm_scale_5.0_attention_scale_2.5 3.25 | |
| ngram_lm_scale_2.1_attention_scale_0.3 3.26 | |
| ngram_lm_scale_4.0_attention_scale_1.7 3.27 | |
| ngram_lm_scale_3.0_attention_scale_0.9 3.31 | |
| ngram_lm_scale_1.9_attention_scale_0.1 3.32 | |
| ngram_lm_scale_2.5_attention_scale_0.5 3.34 | |
| ngram_lm_scale_2.2_attention_scale_0.3 3.35 | |
| ngram_lm_scale_5.0_attention_scale_2.3 3.35 | |
| ngram_lm_scale_1.9_attention_scale_0.08 3.36 | |
| ngram_lm_scale_1.9_attention_scale_0.05 3.41 | |
| ngram_lm_scale_4.0_attention_scale_1.5 3.42 | |
| ngram_lm_scale_5.0_attention_scale_2.2 3.42 | |
| ngram_lm_scale_2.0_attention_scale_0.1 3.44 | |
| ngram_lm_scale_2.3_attention_scale_0.3 3.44 | |
| ngram_lm_scale_1.9_attention_scale_0.01 3.47 | |
| ngram_lm_scale_2.0_attention_scale_0.08 3.48 | |
| ngram_lm_scale_5.0_attention_scale_2.1 3.48 | |
| ngram_lm_scale_2.0_attention_scale_0.05 3.51 | |
| ngram_lm_scale_3.0_attention_scale_0.7 3.51 | |
| ngram_lm_scale_5.0_attention_scale_2.0 3.52 | |
| ngram_lm_scale_2.1_attention_scale_0.1 3.55 | |
| ngram_lm_scale_4.0_attention_scale_1.3 3.55 | |
| ngram_lm_scale_2.0_attention_scale_0.01 3.59 | |
| ngram_lm_scale_2.1_attention_scale_0.08 3.59 | |
| ngram_lm_scale_5.0_attention_scale_1.9 3.59 | |
| ngram_lm_scale_2.5_attention_scale_0.3 3.61 | |
| ngram_lm_scale_3.0_attention_scale_0.6 3.62 | |
| ngram_lm_scale_2.1_attention_scale_0.05 3.63 | |
| ngram_lm_scale_2.2_attention_scale_0.1 3.63 | |
| ngram_lm_scale_4.0_attention_scale_1.2 3.64 | |
| ngram_lm_scale_2.2_attention_scale_0.08 3.67 | |
| ngram_lm_scale_4.0_attention_scale_1.1 3.68 | |
| ngram_lm_scale_2.1_attention_scale_0.01 3.69 | |
| ngram_lm_scale_3.0_attention_scale_0.5 3.71 | |
| ngram_lm_scale_5.0_attention_scale_1.7 3.71 | |
| ngram_lm_scale_2.2_attention_scale_0.05 3.72 | |
| ngram_lm_scale_2.3_attention_scale_0.1 3.75 | |
| ngram_lm_scale_2.3_attention_scale_0.08 3.76 | |
| ngram_lm_scale_2.2_attention_scale_0.01 3.78 | |
| ngram_lm_scale_4.0_attention_scale_1.0 3.78 | |
| ngram_lm_scale_2.3_attention_scale_0.05 3.8 | |
| ngram_lm_scale_5.0_attention_scale_1.5 3.84 | |
| ngram_lm_scale_4.0_attention_scale_0.9 3.88 | |
| ngram_lm_scale_2.3_attention_scale_0.01 3.89 | |
| ngram_lm_scale_2.5_attention_scale_0.1 3.91 | |
| ngram_lm_scale_2.5_attention_scale_0.08 3.94 | |
| ngram_lm_scale_2.5_attention_scale_0.05 3.98 | |
| ngram_lm_scale_3.0_attention_scale_0.3 4.0 | |
| ngram_lm_scale_5.0_attention_scale_1.3 4.01 | |
| ngram_lm_scale_2.5_attention_scale_0.01 4.05 | |
| ngram_lm_scale_5.0_attention_scale_1.2 4.08 | |
| ngram_lm_scale_4.0_attention_scale_0.7 4.1 | |
| ngram_lm_scale_5.0_attention_scale_1.1 4.14 | |
| ngram_lm_scale_4.0_attention_scale_0.6 4.18 | |
| ngram_lm_scale_5.0_attention_scale_1.0 4.21 | |
| ngram_lm_scale_3.0_attention_scale_0.1 4.26 | |
| ngram_lm_scale_5.0_attention_scale_0.9 4.27 | |
| ngram_lm_scale_3.0_attention_scale_0.08 4.28 | |
| ngram_lm_scale_4.0_attention_scale_0.5 4.28 | |
| ngram_lm_scale_3.0_attention_scale_0.05 4.3 | |
| ngram_lm_scale_3.0_attention_scale_0.01 4.34 | |
| ngram_lm_scale_5.0_attention_scale_0.7 4.44 | |
| ngram_lm_scale_4.0_attention_scale_0.3 4.45 | |
| ngram_lm_scale_5.0_attention_scale_0.6 4.5 | |
| ngram_lm_scale_5.0_attention_scale_0.5 4.56 | |
| ngram_lm_scale_4.0_attention_scale_0.1 4.61 | |
| ngram_lm_scale_4.0_attention_scale_0.08 4.62 | |
| ngram_lm_scale_4.0_attention_scale_0.05 4.65 | |
| ngram_lm_scale_4.0_attention_scale_0.01 4.71 | |
| ngram_lm_scale_5.0_attention_scale_0.3 4.71 | |
| ngram_lm_scale_5.0_attention_scale_0.1 4.84 | |
| ngram_lm_scale_5.0_attention_scale_0.08 4.86 | |
| ngram_lm_scale_5.0_attention_scale_0.05 4.87 | |
| ngram_lm_scale_5.0_attention_scale_0.01 4.9 | |
| 2021-11-09 17:55:16,263 INFO [decode.py:476] batch 0/?, cuts processed until now is 6 | |
| 2021-11-09 17:56:58,045 INFO [decode.py:476] batch 100/?, cuts processed until now is 434 | |
| 2021-11-09 17:58:29,358 INFO [decode.py:476] batch 200/?, cuts processed until now is 885 | |
| 2021-11-09 18:00:01,752 INFO [decode.py:476] batch 300/?, cuts processed until now is 1327 | |
| 2021-11-09 18:01:37,944 INFO [decode.py:476] batch 400/?, cuts processed until now is 1807 | |
| 2021-11-09 18:03:17,784 INFO [decode.py:476] batch 500/?, cuts processed until now is 2238 | |
| 2021-11-09 18:04:44,506 INFO [decode.py:476] batch 600/?, cuts processed until now is 2584 | |
| 2021-11-09 18:06:26,405 INFO [decode.py:476] batch 700/?, cuts processed until now is 2785 | |
| 2021-11-09 18:11:34,377 INFO [decode.py:525] | |
| For test-other, WER of different settings are: | |
| ngram_lm_scale_2.0_attention_scale_2.0 5.73 best for test-other | |
| ngram_lm_scale_2.1_attention_scale_2.2 5.73 | |
| ngram_lm_scale_2.2_attention_scale_2.3 5.73 | |
| ngram_lm_scale_2.2_attention_scale_2.5 5.73 | |
| ngram_lm_scale_2.3_attention_scale_2.5 5.73 | |
| ngram_lm_scale_1.5_attention_scale_1.3 5.74 | |
| ngram_lm_scale_1.5_attention_scale_1.5 5.74 | |
| ngram_lm_scale_2.0_attention_scale_2.1 5.74 | |
| ngram_lm_scale_2.1_attention_scale_2.1 5.74 | |
| ngram_lm_scale_2.1_attention_scale_2.3 5.74 | |
| ngram_lm_scale_2.5_attention_scale_3.0 5.74 | |
| ngram_lm_scale_3.0_attention_scale_4.0 5.74 | |
| ngram_lm_scale_1.3_attention_scale_1.0 5.75 | |
| ngram_lm_scale_1.3_attention_scale_1.1 5.75 | |
| ngram_lm_scale_1.7_attention_scale_1.7 5.75 | |
| ngram_lm_scale_1.9_attention_scale_1.9 5.75 | |
| ngram_lm_scale_1.9_attention_scale_2.1 5.75 | |
| ngram_lm_scale_2.0_attention_scale_1.9 5.75 | |
| ngram_lm_scale_2.0_attention_scale_2.2 5.75 | |
| ngram_lm_scale_2.3_attention_scale_3.0 5.75 | |
| ngram_lm_scale_2.5_attention_scale_4.0 5.75 | |
| ngram_lm_scale_3.0_attention_scale_5.0 5.75 | |
| ngram_lm_scale_1.2_attention_scale_1.1 5.76 | |
| ngram_lm_scale_1.3_attention_scale_0.9 5.76 | |
| ngram_lm_scale_1.3_attention_scale_1.2 5.76 | |
| ngram_lm_scale_1.3_attention_scale_1.3 5.76 | |
| ngram_lm_scale_1.5_attention_scale_1.2 5.76 | |
| ngram_lm_scale_1.7_attention_scale_1.5 5.76 | |
| ngram_lm_scale_1.9_attention_scale_1.7 5.76 | |
| ngram_lm_scale_1.9_attention_scale_2.0 5.76 | |
| ngram_lm_scale_2.0_attention_scale_3.0 5.76 | |
| ngram_lm_scale_2.1_attention_scale_3.0 5.76 | |
| ngram_lm_scale_2.2_attention_scale_2.2 5.76 | |
| ngram_lm_scale_1.1_attention_scale_0.9 5.77 | |
| ngram_lm_scale_1.1_attention_scale_1.0 5.77 | |
| ngram_lm_scale_1.2_attention_scale_0.9 5.77 | |
| ngram_lm_scale_1.9_attention_scale_2.2 5.77 | |
| ngram_lm_scale_1.9_attention_scale_2.3 5.77 | |
| ngram_lm_scale_2.0_attention_scale_2.3 5.77 | |
| ngram_lm_scale_2.0_attention_scale_2.5 5.77 | |
| ngram_lm_scale_2.2_attention_scale_2.1 5.77 | |
| ngram_lm_scale_2.2_attention_scale_3.0 5.77 | |
| ngram_lm_scale_2.3_attention_scale_2.3 5.77 | |
| ngram_lm_scale_1.0_attention_scale_1.0 5.78 | |
| ngram_lm_scale_1.1_attention_scale_1.3 5.78 | |
| ngram_lm_scale_1.2_attention_scale_1.0 5.78 | |
| ngram_lm_scale_1.2_attention_scale_1.2 5.78 | |
| ngram_lm_scale_1.3_attention_scale_1.5 5.78 | |
| ngram_lm_scale_1.5_attention_scale_1.1 5.78 | |
| ngram_lm_scale_1.5_attention_scale_1.7 5.78 | |
| ngram_lm_scale_1.5_attention_scale_2.0 5.78 | |
| ngram_lm_scale_1.7_attention_scale_1.9 5.78 | |
| ngram_lm_scale_1.7_attention_scale_2.0 5.78 | |
| ngram_lm_scale_1.7_attention_scale_2.2 5.78 | |
| ngram_lm_scale_1.7_attention_scale_2.3 5.78 | |
| ngram_lm_scale_1.9_attention_scale_2.5 5.78 | |
| ngram_lm_scale_2.0_attention_scale_1.7 5.78 | |
| ngram_lm_scale_2.1_attention_scale_1.9 5.78 | |
| ngram_lm_scale_2.1_attention_scale_2.0 5.78 | |
| ngram_lm_scale_2.1_attention_scale_2.5 5.78 | |
| ngram_lm_scale_2.3_attention_scale_2.2 5.78 | |
| ngram_lm_scale_2.3_attention_scale_4.0 5.78 | |
| ngram_lm_scale_2.5_attention_scale_2.5 5.78 | |
| ngram_lm_scale_4.0_attention_scale_5.0 5.78 | |
| ngram_lm_scale_1.0_attention_scale_0.9 5.79 | |
| ngram_lm_scale_1.0_attention_scale_1.2 5.79 | |
| ngram_lm_scale_1.1_attention_scale_1.1 5.79 | |
| ngram_lm_scale_1.1_attention_scale_1.2 5.79 | |
| ngram_lm_scale_1.2_attention_scale_1.3 5.79 | |
| ngram_lm_scale_1.2_attention_scale_1.5 5.79 | |
| ngram_lm_scale_1.5_attention_scale_1.9 5.79 | |
| ngram_lm_scale_1.5_attention_scale_2.1 5.79 | |
| ngram_lm_scale_1.7_attention_scale_1.3 5.79 | |
| ngram_lm_scale_1.7_attention_scale_2.1 5.79 | |
| ngram_lm_scale_1.7_attention_scale_2.5 5.79 | |
| ngram_lm_scale_1.9_attention_scale_3.0 5.79 | |
| ngram_lm_scale_2.2_attention_scale_4.0 5.79 | |
| ngram_lm_scale_2.5_attention_scale_5.0 5.79 | |
| ngram_lm_scale_0.9_attention_scale_0.7 5.8 | |
| ngram_lm_scale_1.0_attention_scale_1.1 5.8 | |
| ngram_lm_scale_1.0_attention_scale_1.3 5.8 | |
| ngram_lm_scale_1.3_attention_scale_1.7 5.8 | |
| ngram_lm_scale_1.5_attention_scale_0.9 5.8 | |
| ngram_lm_scale_1.5_attention_scale_1.0 5.8 | |
| ngram_lm_scale_1.5_attention_scale_2.2 5.8 | |
| ngram_lm_scale_1.7_attention_scale_3.0 5.8 | |
| ngram_lm_scale_2.2_attention_scale_2.0 5.8 | |
| ngram_lm_scale_0.9_attention_scale_1.1 5.81 | |
| ngram_lm_scale_1.0_attention_scale_0.5 5.81 | |
| ngram_lm_scale_1.0_attention_scale_0.7 5.81 | |
| ngram_lm_scale_1.1_attention_scale_0.7 5.81 | |
| ngram_lm_scale_1.1_attention_scale_1.5 5.81 | |
| ngram_lm_scale_1.2_attention_scale_0.7 5.81 | |
| ngram_lm_scale_1.2_attention_scale_1.7 5.81 | |
| ngram_lm_scale_1.5_attention_scale_2.3 5.81 | |
| ngram_lm_scale_1.5_attention_scale_2.5 5.81 | |
| ngram_lm_scale_1.9_attention_scale_1.5 5.81 | |
| ngram_lm_scale_2.1_attention_scale_4.0 5.81 | |
| ngram_lm_scale_2.2_attention_scale_1.9 5.81 | |
| ngram_lm_scale_2.3_attention_scale_2.1 5.81 | |
| ngram_lm_scale_0.9_attention_scale_0.6 5.82 | |
| ngram_lm_scale_0.9_attention_scale_0.9 5.82 | |
| ngram_lm_scale_0.9_attention_scale_1.0 5.82 | |
| ngram_lm_scale_0.9_attention_scale_1.2 5.82 | |
| ngram_lm_scale_1.0_attention_scale_1.5 5.82 | |
| ngram_lm_scale_1.1_attention_scale_1.7 5.82 | |
| ngram_lm_scale_1.2_attention_scale_2.0 5.82 | |
| ngram_lm_scale_1.2_attention_scale_2.1 5.82 | |
| ngram_lm_scale_1.3_attention_scale_0.7 5.82 | |
| ngram_lm_scale_1.3_attention_scale_1.9 5.82 | |
| ngram_lm_scale_1.3_attention_scale_2.0 5.82 | |
| ngram_lm_scale_1.3_attention_scale_2.1 5.82 | |
| ngram_lm_scale_1.3_attention_scale_2.2 5.82 | |
| ngram_lm_scale_1.7_attention_scale_1.2 5.82 | |
| ngram_lm_scale_2.0_attention_scale_4.0 5.82 | |
| ngram_lm_scale_2.3_attention_scale_2.0 5.82 | |
| ngram_lm_scale_2.5_attention_scale_2.3 5.82 | |
| ngram_lm_scale_3.0_attention_scale_3.0 5.82 | |
| ngram_lm_scale_0.9_attention_scale_1.3 5.83 | |
| ngram_lm_scale_1.0_attention_scale_0.6 5.83 | |
| ngram_lm_scale_1.0_attention_scale_1.7 5.83 | |
| ngram_lm_scale_1.1_attention_scale_0.6 5.83 | |
| ngram_lm_scale_1.1_attention_scale_1.9 5.83 | |
| ngram_lm_scale_1.2_attention_scale_1.9 5.83 | |
| ngram_lm_scale_1.3_attention_scale_2.3 5.83 | |
| ngram_lm_scale_1.9_attention_scale_4.0 5.83 | |
| ngram_lm_scale_2.1_attention_scale_1.7 5.83 | |
| ngram_lm_scale_0.9_attention_scale_0.5 5.84 | |
| ngram_lm_scale_0.9_attention_scale_1.5 5.84 | |
| ngram_lm_scale_1.0_attention_scale_1.9 5.84 | |
| ngram_lm_scale_1.1_attention_scale_2.0 5.84 | |
| ngram_lm_scale_1.2_attention_scale_0.6 5.84 | |
| ngram_lm_scale_1.2_attention_scale_2.2 5.84 | |
| ngram_lm_scale_1.2_attention_scale_2.3 5.84 | |
| ngram_lm_scale_1.7_attention_scale_1.1 5.84 | |
| ngram_lm_scale_2.0_attention_scale_1.5 5.84 | |
| ngram_lm_scale_2.0_attention_scale_5.0 5.84 | |
| ngram_lm_scale_2.1_attention_scale_5.0 5.84 | |
| ngram_lm_scale_2.3_attention_scale_5.0 5.84 | |
| ngram_lm_scale_2.5_attention_scale_2.1 5.84 | |
| ngram_lm_scale_2.5_attention_scale_2.2 5.84 | |
| ngram_lm_scale_1.0_attention_scale_2.0 5.85 | |
| ngram_lm_scale_1.0_attention_scale_2.1 5.85 | |
| ngram_lm_scale_1.1_attention_scale_0.5 5.85 | |
| ngram_lm_scale_1.1_attention_scale_2.1 5.85 | |
| ngram_lm_scale_1.1_attention_scale_2.2 5.85 | |
| ngram_lm_scale_1.2_attention_scale_0.5 5.85 | |
| ngram_lm_scale_1.3_attention_scale_0.6 5.85 | |
| ngram_lm_scale_1.3_attention_scale_2.5 5.85 | |
| ngram_lm_scale_1.5_attention_scale_3.0 5.85 | |
| ngram_lm_scale_1.7_attention_scale_4.0 5.85 | |
| ngram_lm_scale_1.9_attention_scale_1.3 5.85 | |
| ngram_lm_scale_2.2_attention_scale_5.0 5.85 | |
| ngram_lm_scale_2.3_attention_scale_1.9 5.85 | |
| ngram_lm_scale_0.7_attention_scale_0.6 5.86 | |
| ngram_lm_scale_0.9_attention_scale_1.7 5.86 | |
| ngram_lm_scale_1.1_attention_scale_2.3 5.86 | |
| ngram_lm_scale_1.2_attention_scale_2.5 5.86 | |
| ngram_lm_scale_1.9_attention_scale_1.2 5.86 | |
| ngram_lm_scale_1.9_attention_scale_5.0 5.86 | |
| ngram_lm_scale_2.2_attention_scale_1.7 5.86 | |
| ngram_lm_scale_0.7_attention_scale_0.7 5.87 | |
| ngram_lm_scale_0.7_attention_scale_0.9 5.87 | |
| ngram_lm_scale_1.0_attention_scale_2.2 5.87 | |
| ngram_lm_scale_1.0_attention_scale_2.3 5.87 | |
| ngram_lm_scale_1.2_attention_scale_3.0 5.87 | |
| ngram_lm_scale_1.3_attention_scale_3.0 5.87 | |
| ngram_lm_scale_1.5_attention_scale_4.0 5.87 | |
| ngram_lm_scale_1.7_attention_scale_1.0 5.87 | |
| ngram_lm_scale_2.1_attention_scale_1.5 5.87 | |
| ngram_lm_scale_2.3_attention_scale_1.7 5.87 | |
| ngram_lm_scale_2.5_attention_scale_2.0 5.87 | |
| ngram_lm_scale_0.7_attention_scale_0.5 5.88 | |
| ngram_lm_scale_0.9_attention_scale_0.3 5.88 | |
| ngram_lm_scale_0.9_attention_scale_1.9 5.88 | |
| ngram_lm_scale_1.1_attention_scale_2.5 5.88 | |
| ngram_lm_scale_1.5_attention_scale_0.7 5.88 | |
| ngram_lm_scale_2.0_attention_scale_1.3 5.88 | |
| ngram_lm_scale_0.7_attention_scale_1.0 5.89 | |
| ngram_lm_scale_0.9_attention_scale_2.0 5.89 | |
| ngram_lm_scale_1.0_attention_scale_2.5 5.89 | |
| ngram_lm_scale_1.3_attention_scale_0.5 5.89 | |
| ngram_lm_scale_1.7_attention_scale_5.0 5.89 | |
| ngram_lm_scale_2.5_attention_scale_1.9 5.89 | |
| ngram_lm_scale_0.7_attention_scale_1.1 5.9 | |
| ngram_lm_scale_0.7_attention_scale_1.3 5.9 | |
| ngram_lm_scale_0.9_attention_scale_2.1 5.9 | |
| ngram_lm_scale_1.7_attention_scale_0.9 5.9 | |
| ngram_lm_scale_2.2_attention_scale_1.5 5.9 | |
| ngram_lm_scale_4.0_attention_scale_4.0 5.9 | |
| ngram_lm_scale_0.6_attention_scale_0.6 5.91 | |
| ngram_lm_scale_0.7_attention_scale_1.2 5.91 | |
| ngram_lm_scale_0.9_attention_scale_2.2 5.91 | |
| ngram_lm_scale_1.1_attention_scale_3.0 5.91 | |
| ngram_lm_scale_1.5_attention_scale_5.0 5.91 | |
| ngram_lm_scale_1.9_attention_scale_1.1 5.91 | |
| ngram_lm_scale_2.0_attention_scale_1.2 5.91 | |
| ngram_lm_scale_0.6_attention_scale_0.5 5.92 | |
| ngram_lm_scale_0.7_attention_scale_1.5 5.92 | |
| ngram_lm_scale_0.9_attention_scale_2.3 5.92 | |
| ngram_lm_scale_1.0_attention_scale_0.3 5.92 | |
| ngram_lm_scale_1.3_attention_scale_4.0 5.92 | |
| ngram_lm_scale_3.0_attention_scale_2.5 5.92 | |
| ngram_lm_scale_0.6_attention_scale_0.7 5.93 | |
| ngram_lm_scale_0.7_attention_scale_0.3 5.93 | |
| ngram_lm_scale_1.0_attention_scale_3.0 5.93 | |
| ngram_lm_scale_2.1_attention_scale_1.3 5.93 | |
| ngram_lm_scale_2.3_attention_scale_1.5 5.93 | |
| ngram_lm_scale_0.9_attention_scale_2.5 5.94 | |
| ngram_lm_scale_1.2_attention_scale_4.0 5.94 | |
| ngram_lm_scale_1.9_attention_scale_1.0 5.94 | |
| ngram_lm_scale_2.0_attention_scale_1.1 5.94 | |
| ngram_lm_scale_0.7_attention_scale_1.7 5.95 | |
| ngram_lm_scale_0.9_attention_scale_3.0 5.95 | |
| ngram_lm_scale_1.1_attention_scale_0.3 5.95 | |
| ngram_lm_scale_2.1_attention_scale_1.2 5.95 | |
| ngram_lm_scale_0.6_attention_scale_1.0 5.96 | |
| ngram_lm_scale_0.6_attention_scale_1.1 5.96 | |
| ngram_lm_scale_0.6_attention_scale_1.2 5.96 | |
| ngram_lm_scale_0.7_attention_scale_1.9 5.96 | |
| ngram_lm_scale_1.1_attention_scale_4.0 5.96 | |
| ngram_lm_scale_1.3_attention_scale_5.0 5.96 | |
| ngram_lm_scale_1.5_attention_scale_0.6 5.96 | |
| ngram_lm_scale_5.0_attention_scale_5.0 5.96 | |
| ngram_lm_scale_0.6_attention_scale_0.3 5.97 | |
| ngram_lm_scale_0.6_attention_scale_0.9 5.97 | |
| ngram_lm_scale_0.6_attention_scale_1.3 5.97 | |
| ngram_lm_scale_0.7_attention_scale_2.0 5.97 | |
| ngram_lm_scale_0.7_attention_scale_2.1 5.97 | |
| ngram_lm_scale_1.2_attention_scale_5.0 5.97 | |
| ngram_lm_scale_2.2_attention_scale_1.3 5.97 | |
| ngram_lm_scale_0.7_attention_scale_2.2 5.98 | |
| ngram_lm_scale_0.7_attention_scale_2.3 5.98 | |
| ngram_lm_scale_1.0_attention_scale_4.0 5.98 | |
| ngram_lm_scale_2.5_attention_scale_1.7 5.98 | |
| ngram_lm_scale_0.5_attention_scale_0.5 5.99 | |
| ngram_lm_scale_0.5_attention_scale_0.9 5.99 | |
| ngram_lm_scale_0.6_attention_scale_1.5 5.99 | |
| ngram_lm_scale_0.6_attention_scale_1.7 5.99 | |
| ngram_lm_scale_0.7_attention_scale_0.05 5.99 | |
| ngram_lm_scale_0.7_attention_scale_0.1 5.99 | |
| ngram_lm_scale_0.7_attention_scale_2.5 5.99 | |
| ngram_lm_scale_0.9_attention_scale_0.1 5.99 | |
| ngram_lm_scale_0.9_attention_scale_4.0 5.99 | |
| ngram_lm_scale_1.1_attention_scale_5.0 5.99 | |
| ngram_lm_scale_2.0_attention_scale_1.0 5.99 | |
| ngram_lm_scale_3.0_attention_scale_2.3 5.99 | |
| ngram_lm_scale_0.5_attention_scale_0.7 6.0 | |
| ngram_lm_scale_0.5_attention_scale_1.0 6.0 | |
| ngram_lm_scale_0.5_attention_scale_1.1 6.0 | |
| ngram_lm_scale_0.6_attention_scale_1.9 6.0 | |
| ngram_lm_scale_0.7_attention_scale_0.08 6.0 | |
| ngram_lm_scale_0.9_attention_scale_0.08 6.0 | |
| ngram_lm_scale_1.2_attention_scale_0.3 6.0 | |
| ngram_lm_scale_1.7_attention_scale_0.7 6.0 | |
| ngram_lm_scale_1.9_attention_scale_0.9 6.0 | |
| ngram_lm_scale_2.1_attention_scale_1.1 6.0 | |
| ngram_lm_scale_0.5_attention_scale_0.3 6.01 | |
| ngram_lm_scale_0.5_attention_scale_0.6 6.01 | |
| ngram_lm_scale_0.6_attention_scale_2.0 6.01 | |
| ngram_lm_scale_0.7_attention_scale_3.0 6.01 | |
| ngram_lm_scale_0.9_attention_scale_5.0 6.01 | |
| ngram_lm_scale_1.0_attention_scale_5.0 6.01 | |
| ngram_lm_scale_2.2_attention_scale_1.2 6.01 | |
| ngram_lm_scale_2.3_attention_scale_1.3 6.01 | |
| ngram_lm_scale_3.0_attention_scale_2.2 6.01 | |
| ngram_lm_scale_0.5_attention_scale_1.2 6.02 | |
| ngram_lm_scale_0.5_attention_scale_1.3 6.02 | |
| ngram_lm_scale_0.6_attention_scale_2.1 6.02 | |
| ngram_lm_scale_0.6_attention_scale_2.2 6.02 | |
| ngram_lm_scale_0.6_attention_scale_2.3 6.02 | |
| ngram_lm_scale_1.5_attention_scale_0.5 6.02 | |
| ngram_lm_scale_0.5_attention_scale_1.5 6.03 | |
| ngram_lm_scale_0.6_attention_scale_2.5 6.03 | |
| ngram_lm_scale_0.9_attention_scale_0.05 6.03 | |
| ngram_lm_scale_2.5_attention_scale_1.5 6.03 | |
| ngram_lm_scale_0.5_attention_scale_1.7 6.04 | |
| ngram_lm_scale_0.5_attention_scale_1.9 6.04 | |
| ngram_lm_scale_0.5_attention_scale_2.0 6.04 | |
| ngram_lm_scale_0.6_attention_scale_3.0 6.04 | |
| ngram_lm_scale_0.7_attention_scale_0.01 6.04 | |
| ngram_lm_scale_0.5_attention_scale_2.1 6.05 | |
| ngram_lm_scale_0.5_attention_scale_2.5 6.05 | |
| ngram_lm_scale_0.6_attention_scale_0.08 6.05 | |
| ngram_lm_scale_0.6_attention_scale_0.1 6.05 | |
| ngram_lm_scale_1.0_attention_scale_0.1 6.05 | |
| ngram_lm_scale_1.7_attention_scale_0.6 6.05 | |
| ngram_lm_scale_0.5_attention_scale_2.2 6.06 | |
| ngram_lm_scale_0.5_attention_scale_2.3 6.06 | |
| ngram_lm_scale_0.6_attention_scale_0.05 6.06 | |
| ngram_lm_scale_0.7_attention_scale_4.0 6.06 | |
| ngram_lm_scale_1.3_attention_scale_0.3 6.06 | |
| ngram_lm_scale_2.0_attention_scale_0.9 6.06 | |
| ngram_lm_scale_3.0_attention_scale_2.1 6.06 | |
| ngram_lm_scale_0.5_attention_scale_3.0 6.07 | |
| ngram_lm_scale_0.6_attention_scale_4.0 6.07 | |
| ngram_lm_scale_0.7_attention_scale_5.0 6.07 | |
| ngram_lm_scale_1.0_attention_scale_0.08 6.07 | |
| ngram_lm_scale_2.1_attention_scale_1.0 6.07 | |
| ngram_lm_scale_0.5_attention_scale_0.08 6.08 | |
| ngram_lm_scale_0.5_attention_scale_4.0 6.08 | |
| ngram_lm_scale_0.9_attention_scale_0.01 6.08 | |
| ngram_lm_scale_1.0_attention_scale_0.05 6.08 | |
| ngram_lm_scale_2.2_attention_scale_1.1 6.08 | |
| ngram_lm_scale_2.3_attention_scale_1.2 6.08 | |
| ngram_lm_scale_0.5_attention_scale_0.1 6.09 | |
| ngram_lm_scale_0.6_attention_scale_0.01 6.09 | |
| ngram_lm_scale_3.0_attention_scale_2.0 6.09 | |
| ngram_lm_scale_0.6_attention_scale_5.0 6.1 | |
| ngram_lm_scale_1.1_attention_scale_0.1 6.1 | |
| ngram_lm_scale_0.3_attention_scale_2.3 6.11 | |
| ngram_lm_scale_0.3_attention_scale_2.5 6.11 | |
| ngram_lm_scale_0.5_attention_scale_0.05 6.11 | |
| ngram_lm_scale_3.0_attention_scale_1.9 6.11 | |
| ngram_lm_scale_0.3_attention_scale_1.0 6.12 | |
| ngram_lm_scale_0.3_attention_scale_1.1 6.12 | |
| ngram_lm_scale_0.3_attention_scale_1.2 6.12 | |
| ngram_lm_scale_0.3_attention_scale_1.3 6.12 | |
| ngram_lm_scale_0.3_attention_scale_2.2 6.12 | |
| ngram_lm_scale_0.3_attention_scale_3.0 6.12 | |
| ngram_lm_scale_0.5_attention_scale_5.0 6.12 | |
| ngram_lm_scale_1.1_attention_scale_0.08 6.12 | |
| ngram_lm_scale_0.3_attention_scale_0.7 6.13 | |
| ngram_lm_scale_0.3_attention_scale_0.9 6.13 | |
| ngram_lm_scale_0.3_attention_scale_1.5 6.13 | |
| ngram_lm_scale_0.3_attention_scale_2.1 6.13 | |
| ngram_lm_scale_1.0_attention_scale_0.01 6.13 | |
| ngram_lm_scale_0.3_attention_scale_0.5 6.14 | |
| ngram_lm_scale_0.3_attention_scale_0.6 6.14 | |
| ngram_lm_scale_0.3_attention_scale_1.7 6.14 | |
| ngram_lm_scale_0.3_attention_scale_1.9 6.14 | |
| ngram_lm_scale_0.3_attention_scale_2.0 6.14 | |
| ngram_lm_scale_0.3_attention_scale_4.0 6.14 | |
| ngram_lm_scale_0.5_attention_scale_0.01 6.14 | |
| ngram_lm_scale_0.3_attention_scale_0.3 6.15 | |
| ngram_lm_scale_1.1_attention_scale_0.05 6.15 | |
| ngram_lm_scale_4.0_attention_scale_3.0 6.15 | |
| ngram_lm_scale_2.2_attention_scale_1.0 6.16 | |
| ngram_lm_scale_2.3_attention_scale_1.1 6.16 | |
| ngram_lm_scale_0.08_attention_scale_4.0 6.17 | |
| ngram_lm_scale_0.1_attention_scale_4.0 6.17 | |
| ngram_lm_scale_0.3_attention_scale_5.0 6.17 | |
| ngram_lm_scale_1.2_attention_scale_0.1 6.17 | |
| ngram_lm_scale_1.9_attention_scale_0.7 6.17 | |
| ngram_lm_scale_2.1_attention_scale_0.9 6.17 | |
| ngram_lm_scale_2.5_attention_scale_1.3 6.17 | |
| ngram_lm_scale_5.0_attention_scale_4.0 6.17 | |
| ngram_lm_scale_0.05_attention_scale_4.0 6.18 | |
| ngram_lm_scale_0.05_attention_scale_5.0 6.18 | |
| ngram_lm_scale_0.1_attention_scale_3.0 6.18 | |
| ngram_lm_scale_0.1_attention_scale_5.0 6.18 | |
| ngram_lm_scale_1.1_attention_scale_0.01 6.18 | |
| ngram_lm_scale_1.2_attention_scale_0.08 6.18 | |
| ngram_lm_scale_0.01_attention_scale_4.0 6.19 | |
| ngram_lm_scale_0.01_attention_scale_5.0 6.19 | |
| ngram_lm_scale_0.05_attention_scale_3.0 6.19 | |
| ngram_lm_scale_0.08_attention_scale_3.0 6.19 | |
| ngram_lm_scale_0.08_attention_scale_5.0 6.19 | |
| ngram_lm_scale_0.1_attention_scale_2.2 6.19 | |
| ngram_lm_scale_0.08_attention_scale_2.2 6.2 | |
| ngram_lm_scale_0.08_attention_scale_2.3 6.2 | |
| ngram_lm_scale_0.08_attention_scale_2.5 6.2 | |
| ngram_lm_scale_0.1_attention_scale_2.0 6.2 | |
| ngram_lm_scale_0.1_attention_scale_2.1 6.2 | |
| ngram_lm_scale_0.1_attention_scale_2.3 6.2 | |
| ngram_lm_scale_0.1_attention_scale_2.5 6.2 | |
| ngram_lm_scale_1.7_attention_scale_0.5 6.2 | |
| ngram_lm_scale_0.01_attention_scale_3.0 6.21 | |
| ngram_lm_scale_0.05_attention_scale_1.9 6.21 | |
| ngram_lm_scale_0.05_attention_scale_2.0 6.21 | |
| ngram_lm_scale_0.05_attention_scale_2.2 6.21 | |
| ngram_lm_scale_0.05_attention_scale_2.3 6.21 | |
| ngram_lm_scale_0.05_attention_scale_2.5 6.21 | |
| ngram_lm_scale_0.08_attention_scale_1.9 6.21 | |
| ngram_lm_scale_0.08_attention_scale_2.0 6.21 | |
| ngram_lm_scale_0.08_attention_scale_2.1 6.21 | |
| ngram_lm_scale_0.1_attention_scale_1.3 6.21 | |
| ngram_lm_scale_0.1_attention_scale_1.5 6.21 | |
| ngram_lm_scale_0.1_attention_scale_1.7 6.21 | |
| ngram_lm_scale_0.1_attention_scale_1.9 6.21 | |
| ngram_lm_scale_1.2_attention_scale_0.05 6.21 | |
| ngram_lm_scale_0.01_attention_scale_2.2 6.22 | |
| ngram_lm_scale_0.05_attention_scale_2.1 6.22 | |
| ngram_lm_scale_0.08_attention_scale_1.5 6.22 | |
| ngram_lm_scale_0.08_attention_scale_1.7 6.22 | |
| ngram_lm_scale_0.3_attention_scale_0.08 6.22 | |
| ngram_lm_scale_0.01_attention_scale_1.9 6.23 | |
| ngram_lm_scale_0.01_attention_scale_2.0 6.23 | |
| ngram_lm_scale_0.01_attention_scale_2.1 6.23 | |
| ngram_lm_scale_0.01_attention_scale_2.3 6.23 | |
| ngram_lm_scale_0.01_attention_scale_2.5 6.23 | |
| ngram_lm_scale_0.05_attention_scale_1.5 6.23 | |
| ngram_lm_scale_0.05_attention_scale_1.7 6.23 | |
| ngram_lm_scale_0.08_attention_scale_1.2 6.23 | |
| ngram_lm_scale_0.08_attention_scale_1.3 6.23 | |
| ngram_lm_scale_0.1_attention_scale_1.2 6.23 | |
| ngram_lm_scale_0.3_attention_scale_0.1 6.23 | |
| ngram_lm_scale_1.5_attention_scale_0.3 6.23 | |
| ngram_lm_scale_0.01_attention_scale_1.7 6.24 | |
| ngram_lm_scale_0.08_attention_scale_1.1 6.24 | |
| ngram_lm_scale_0.1_attention_scale_1.0 6.24 | |
| ngram_lm_scale_0.1_attention_scale_1.1 6.24 | |
| ngram_lm_scale_0.3_attention_scale_0.05 6.24 | |
| ngram_lm_scale_0.01_attention_scale_1.5 6.25 | |
| ngram_lm_scale_0.05_attention_scale_1.3 6.25 | |
| ngram_lm_scale_0.08_attention_scale_1.0 6.25 | |
| ngram_lm_scale_0.1_attention_scale_0.9 6.25 | |
| ngram_lm_scale_2.3_attention_scale_1.0 6.25 | |
| ngram_lm_scale_2.5_attention_scale_1.2 6.25 | |
| ngram_lm_scale_0.05_attention_scale_1.2 6.26 | |
| ngram_lm_scale_0.08_attention_scale_0.9 6.26 | |
| ngram_lm_scale_0.1_attention_scale_0.7 6.26 | |
| ngram_lm_scale_1.3_attention_scale_0.1 6.26 | |
| ngram_lm_scale_2.2_attention_scale_0.9 6.26 | |
| ngram_lm_scale_0.01_attention_scale_1.2 6.27 | |
| ngram_lm_scale_0.01_attention_scale_1.3 6.27 | |
| ngram_lm_scale_0.05_attention_scale_1.0 6.27 | |
| ngram_lm_scale_0.05_attention_scale_1.1 6.27 | |
| ngram_lm_scale_0.1_attention_scale_0.5 6.27 | |
| ngram_lm_scale_0.1_attention_scale_0.6 6.27 | |
| ngram_lm_scale_3.0_attention_scale_1.7 6.27 | |
| ngram_lm_scale_0.01_attention_scale_1.1 6.28 | |
| ngram_lm_scale_0.05_attention_scale_0.9 6.28 | |
| ngram_lm_scale_0.08_attention_scale_0.6 6.28 | |
| ngram_lm_scale_0.08_attention_scale_0.7 6.28 | |
| ngram_lm_scale_0.3_attention_scale_0.01 6.28 | |
| ngram_lm_scale_1.2_attention_scale_0.01 6.28 | |
| ngram_lm_scale_1.9_attention_scale_0.6 6.28 | |
| ngram_lm_scale_2.0_attention_scale_0.7 6.28 | |
| ngram_lm_scale_0.05_attention_scale_0.7 6.29 | |
| ngram_lm_scale_0.08_attention_scale_0.5 6.29 | |
| ngram_lm_scale_0.01_attention_scale_1.0 6.3 | |
| ngram_lm_scale_0.05_attention_scale_0.6 6.3 | |
| ngram_lm_scale_1.3_attention_scale_0.08 6.3 | |
| ngram_lm_scale_0.05_attention_scale_0.5 6.31 | |
| ngram_lm_scale_0.1_attention_scale_0.3 6.31 | |
| ngram_lm_scale_0.01_attention_scale_0.6 6.32 | |
| ngram_lm_scale_0.01_attention_scale_0.7 6.32 | |
| ngram_lm_scale_0.01_attention_scale_0.9 6.32 | |
| ngram_lm_scale_0.01_attention_scale_0.5 6.33 | |
| ngram_lm_scale_0.08_attention_scale_0.3 6.34 | |
| ngram_lm_scale_2.5_attention_scale_1.1 6.34 | |
| ngram_lm_scale_1.3_attention_scale_0.05 6.36 | |
| ngram_lm_scale_2.3_attention_scale_0.9 6.36 | |
| ngram_lm_scale_0.05_attention_scale_0.3 6.37 | |
| ngram_lm_scale_0.01_attention_scale_0.3 6.4 | |
| ngram_lm_scale_2.0_attention_scale_0.6 6.4 | |
| ngram_lm_scale_2.1_attention_scale_0.7 6.4 | |
| ngram_lm_scale_4.0_attention_scale_2.5 6.4 | |
| ngram_lm_scale_1.9_attention_scale_0.5 6.43 | |
| ngram_lm_scale_3.0_attention_scale_1.5 6.43 | |
| ngram_lm_scale_1.3_attention_scale_0.01 6.44 | |
| ngram_lm_scale_0.1_attention_scale_0.1 6.45 | |
| ngram_lm_scale_0.08_attention_scale_0.1 6.46 | |
| ngram_lm_scale_0.1_attention_scale_0.08 6.47 | |
| ngram_lm_scale_1.7_attention_scale_0.3 6.47 | |
| ngram_lm_scale_2.5_attention_scale_1.0 6.47 | |
| ngram_lm_scale_0.08_attention_scale_0.08 6.48 | |
| ngram_lm_scale_0.1_attention_scale_0.05 6.49 | |
| ngram_lm_scale_0.05_attention_scale_0.1 6.5 | |
| ngram_lm_scale_0.05_attention_scale_0.08 6.51 | |
| ngram_lm_scale_0.08_attention_scale_0.05 6.51 | |
| ngram_lm_scale_0.1_attention_scale_0.01 6.52 | |
| ngram_lm_scale_2.2_attention_scale_0.7 6.53 | |
| ngram_lm_scale_4.0_attention_scale_2.3 6.53 | |
| ngram_lm_scale_0.05_attention_scale_0.05 6.54 | |
| ngram_lm_scale_0.08_attention_scale_0.01 6.54 | |
| ngram_lm_scale_2.1_attention_scale_0.6 6.54 | |
| ngram_lm_scale_0.01_attention_scale_0.1 6.55 | |
| ngram_lm_scale_2.0_attention_scale_0.5 6.56 | |
| ngram_lm_scale_4.0_attention_scale_2.2 6.57 | |
| ngram_lm_scale_0.05_attention_scale_0.01 6.58 | |
| ngram_lm_scale_1.5_attention_scale_0.1 6.58 | |
| ngram_lm_scale_0.01_attention_scale_0.08 6.59 | |
| ngram_lm_scale_2.5_attention_scale_0.9 6.59 | |
| ngram_lm_scale_5.0_attention_scale_3.0 6.59 | |
| ngram_lm_scale_0.01_attention_scale_0.05 6.61 | |
| ngram_lm_scale_2.3_attention_scale_0.7 6.61 | |
| ngram_lm_scale_3.0_attention_scale_1.3 6.61 | |
| ngram_lm_scale_1.5_attention_scale_0.08 6.62 | |
| ngram_lm_scale_2.1_attention_scale_0.5 6.63 | |
| ngram_lm_scale_2.2_attention_scale_0.6 6.64 | |
| ngram_lm_scale_4.0_attention_scale_2.1 6.64 | |
| ngram_lm_scale_0.01_attention_scale_0.01 6.65 | |
| ngram_lm_scale_1.5_attention_scale_0.05 6.69 | |
| ngram_lm_scale_3.0_attention_scale_1.2 6.7 | |
| ngram_lm_scale_4.0_attention_scale_2.0 6.71 | |
| ngram_lm_scale_2.3_attention_scale_0.6 6.72 | |
| ngram_lm_scale_1.9_attention_scale_0.3 6.73 | |
| ngram_lm_scale_2.2_attention_scale_0.5 6.76 | |
| ngram_lm_scale_1.5_attention_scale_0.01 6.77 | |
| ngram_lm_scale_2.5_attention_scale_0.7 6.8 | |
| ngram_lm_scale_3.0_attention_scale_1.1 6.8 | |
| ngram_lm_scale_4.0_attention_scale_1.9 6.81 | |
| ngram_lm_scale_1.7_attention_scale_0.1 6.86 | |
| ngram_lm_scale_2.0_attention_scale_0.3 6.86 | |
| ngram_lm_scale_1.7_attention_scale_0.08 6.89 | |
| ngram_lm_scale_2.3_attention_scale_0.5 6.89 | |
| ngram_lm_scale_3.0_attention_scale_1.0 6.91 | |
| ngram_lm_scale_5.0_attention_scale_2.5 6.92 | |
| ngram_lm_scale_1.7_attention_scale_0.05 6.94 | |
| ngram_lm_scale_2.5_attention_scale_0.6 6.94 | |
| ngram_lm_scale_2.1_attention_scale_0.3 6.98 | |
| ngram_lm_scale_4.0_attention_scale_1.7 6.99 | |
| ngram_lm_scale_1.7_attention_scale_0.01 7.04 | |
| ngram_lm_scale_3.0_attention_scale_0.9 7.06 | |
| ngram_lm_scale_2.5_attention_scale_0.5 7.1 | |
| ngram_lm_scale_5.0_attention_scale_2.3 7.1 | |
| ngram_lm_scale_2.2_attention_scale_0.3 7.13 | |
| ngram_lm_scale_1.9_attention_scale_0.1 7.15 | |
| ngram_lm_scale_5.0_attention_scale_2.2 7.17 | |
| ngram_lm_scale_4.0_attention_scale_1.5 7.2 | |
| ngram_lm_scale_1.9_attention_scale_0.08 7.22 | |
| ngram_lm_scale_5.0_attention_scale_2.1 7.24 | |
| ngram_lm_scale_2.3_attention_scale_0.3 7.27 | |
| ngram_lm_scale_1.9_attention_scale_0.05 7.3 | |
| ngram_lm_scale_5.0_attention_scale_2.0 7.31 | |
| ngram_lm_scale_2.0_attention_scale_0.1 7.33 | |
| ngram_lm_scale_3.0_attention_scale_0.7 7.33 | |
| ngram_lm_scale_4.0_attention_scale_1.3 7.36 | |
| ngram_lm_scale_2.0_attention_scale_0.08 7.37 | |
| ngram_lm_scale_5.0_attention_scale_1.9 7.38 | |
| ngram_lm_scale_1.9_attention_scale_0.01 7.41 | |
| ngram_lm_scale_2.0_attention_scale_0.05 7.45 | |
| ngram_lm_scale_3.0_attention_scale_0.6 7.45 | |
| ngram_lm_scale_4.0_attention_scale_1.2 7.45 | |
| ngram_lm_scale_2.1_attention_scale_0.1 7.46 | |
| ngram_lm_scale_2.5_attention_scale_0.3 7.48 | |
| ngram_lm_scale_2.1_attention_scale_0.08 7.5 | |
| ngram_lm_scale_2.0_attention_scale_0.01 7.52 | |
| ngram_lm_scale_5.0_attention_scale_1.7 7.53 | |
| ngram_lm_scale_4.0_attention_scale_1.1 7.56 | |
| ngram_lm_scale_2.1_attention_scale_0.05 7.57 | |
| ngram_lm_scale_2.2_attention_scale_0.1 7.58 | |
| ngram_lm_scale_3.0_attention_scale_0.5 7.62 | |
| ngram_lm_scale_2.2_attention_scale_0.08 7.64 | |
| ngram_lm_scale_2.1_attention_scale_0.01 7.67 | |
| ngram_lm_scale_4.0_attention_scale_1.0 7.67 | |
| ngram_lm_scale_2.3_attention_scale_0.1 7.68 | |
| ngram_lm_scale_2.2_attention_scale_0.05 7.69 | |
| ngram_lm_scale_5.0_attention_scale_1.5 7.71 | |
| ngram_lm_scale_2.3_attention_scale_0.08 7.74 | |
| ngram_lm_scale_2.2_attention_scale_0.01 7.78 | |
| ngram_lm_scale_4.0_attention_scale_0.9 7.79 | |
| ngram_lm_scale_2.3_attention_scale_0.05 7.82 | |
| ngram_lm_scale_5.0_attention_scale_1.3 7.89 | |
| ngram_lm_scale_2.5_attention_scale_0.1 7.9 | |
| ngram_lm_scale_2.3_attention_scale_0.01 7.93 | |
| ngram_lm_scale_2.5_attention_scale_0.08 7.97 | |
| ngram_lm_scale_3.0_attention_scale_0.3 7.97 | |
| ngram_lm_scale_5.0_attention_scale_1.2 8.0 | |
| ngram_lm_scale_2.5_attention_scale_0.05 8.04 | |
| ngram_lm_scale_4.0_attention_scale_0.7 8.04 | |
| ngram_lm_scale_5.0_attention_scale_1.1 8.11 | |
| ngram_lm_scale_2.5_attention_scale_0.01 8.12 | |
| ngram_lm_scale_4.0_attention_scale_0.6 8.18 | |
| ngram_lm_scale_5.0_attention_scale_1.0 8.2 | |
| ngram_lm_scale_4.0_attention_scale_0.5 8.32 | |
| ngram_lm_scale_5.0_attention_scale_0.9 8.32 | |
| ngram_lm_scale_3.0_attention_scale_0.1 8.33 | |
| ngram_lm_scale_3.0_attention_scale_0.08 8.38 | |
| ngram_lm_scale_3.0_attention_scale_0.05 8.44 | |
| ngram_lm_scale_3.0_attention_scale_0.01 8.51 | |
| ngram_lm_scale_5.0_attention_scale_0.7 8.52 | |
| ngram_lm_scale_4.0_attention_scale_0.3 8.6 | |
| ngram_lm_scale_5.0_attention_scale_0.6 8.62 | |
| ngram_lm_scale_5.0_attention_scale_0.5 8.73 | |
| ngram_lm_scale_4.0_attention_scale_0.1 8.83 | |
| ngram_lm_scale_4.0_attention_scale_0.08 8.84 | |
| ngram_lm_scale_4.0_attention_scale_0.05 8.89 | |
| ngram_lm_scale_5.0_attention_scale_0.3 8.93 | |
| ngram_lm_scale_4.0_attention_scale_0.01 8.94 | |
| ngram_lm_scale_5.0_attention_scale_0.1 9.15 | |
| ngram_lm_scale_5.0_attention_scale_0.08 9.17 | |
| ngram_lm_scale_5.0_attention_scale_0.05 9.22 | |
| ngram_lm_scale_5.0_attention_scale_0.01 9.26 | |
| 2021-11-09 18:11:34,379 INFO [decode.py:684] Done! | |