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!